warning: commands will be executed using /bin/sh
job 1574 at Thu Jun 20 00:41:00 2013
FileBase	/isis3/andresg/Bud/buddy140_061813_reo/buddy140_061813_reo
ElecNo	5
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1870603 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 623534 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 32851 members 
Mstep: Class 3 contains 32875 members 
Mstep: Class 4 contains 32668 members 
Mstep: Class 5 contains 32743 members 
Mstep: Class 6 contains 33026 members 
Mstep: Class 7 contains 32627 members 
Mstep: Class 8 contains 32783 members 
Mstep: Class 9 contains 32689 members 
Mstep: Class 10 contains 32980 members 
Mstep: Class 11 contains 32722 members 
Mstep: Class 12 contains 32504 members 
Mstep: Class 13 contains 32862 members 
Mstep: Class 14 contains 32978 members 
Mstep: Class 15 contains 33054 members 
Mstep: Class 16 contains 32769 members 
Mstep: Class 17 contains 32840 members 
Mstep: Class 18 contains 32781 members 
Mstep: Class 19 contains 32638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 747.467834 but Gain 2168.265625
Score: -31159108.000000 Penalty: 39028.738281
Iteration 0F: 19 clusters Score -3.115911e+07 nChanged 585763
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 51438 members 
Mstep: Class 3 contains 24416 members 
Mstep: Class 4 contains 42674 members 
Mstep: Class 5 contains 22319 members 
Mstep: Class 6 contains 26004 members 
Mstep: Class 7 contains 20337 members 
Mstep: Class 8 contains 40653 members 
Mstep: Class 9 contains 29814 members 
Mstep: Class 10 contains 41378 members 
Mstep: Class 11 contains 42129 members 
Mstep: Class 12 contains 25832 members 
Mstep: Class 13 contains 30503 members 
Mstep: Class 14 contains 46370 members 
Mstep: Class 15 contains 24997 members 
Mstep: Class 17 contains 23803 members 
Mstep: Class 18 contains 53243 members 
Mstep: Class 19 contains 32173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32900346.000000 Penalty: 39028.738281
Iteration 1F: 19 clusters Score -3.290035e+07 nChanged 216460
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 70389 members 
Mstep: Class 3 contains 18689 members 
Mstep: Class 4 contains 35551 members 
Mstep: Class 5 contains 16570 members 
Mstep: Class 6 contains 21669 members 
Mstep: Class 7 contains 14382 members 
Mstep: Class 8 contains 62247 members 
Mstep: Class 9 contains 23911 members 
Mstep: Class 10 contains 35332 members 
Mstep: Class 11 contains 37541 members 
Mstep: Class 12 contains 19388 members 
Mstep: Class 13 contains 26020 members 
Mstep: Class 14 contains 39165 members 
Mstep: Class 15 contains 22670 members 
Mstep: Class 17 contains 22071 members 
Mstep: Class 18 contains 77998 members 
Mstep: Class 19 contains 24787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33251318.000000 Penalty: 39028.738281
Iteration 2F: 19 clusters Score -3.325132e+07 nChanged 154757
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 83514 members 
Mstep: Class 3 contains 17156 members 
Mstep: Class 4 contains 29816 members 
Mstep: Class 5 contains 16392 members 
Mstep: Class 6 contains 18158 members 
Mstep: Class 7 contains 11993 members 
Mstep: Class 8 contains 77859 members 
Mstep: Class 9 contains 17379 members 
Mstep: Class 10 contains 28633 members 
Mstep: Class 11 contains 28268 members 
Mstep: Class 12 contains 17266 members 
Mstep: Class 13 contains 25917 members 
Mstep: Class 14 contains 33426 members 
Mstep: Class 15 contains 23819 members 
Mstep: Class 17 contains 23064 members 
Mstep: Class 18 contains 90471 members 
Mstep: Class 19 contains 18532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33425982.000000 Penalty: 39028.738281
Iteration 3F: 19 clusters Score -3.342598e+07 nChanged 113556
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 91838 members 
Mstep: Class 3 contains 16712 members 
Mstep: Class 4 contains 27281 members 
Mstep: Class 5 contains 17444 members 
Mstep: Class 6 contains 16817 members 
Mstep: Class 7 contains 10320 members 
Mstep: Class 8 contains 84970 members 
Mstep: Class 9 contains 14895 members 
Mstep: Class 10 contains 23407 members 
Mstep: Class 11 contains 22576 members 
Mstep: Class 12 contains 16129 members 
Mstep: Class 13 contains 26913 members 
Mstep: Class 14 contains 30576 members 
Mstep: Class 15 contains 27293 members 
Mstep: Class 17 contains 22092 members 
Mstep: Class 18 contains 92680 members 
Mstep: Class 19 contains 15012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33550178.000000 Penalty: 39028.738281
Iteration 4F: 19 clusters Score -3.355018e+07 nChanged 96949
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 101458 members 
Mstep: Class 3 contains 16571 members 
Mstep: Class 4 contains 27401 members 
Mstep: Class 5 contains 18200 members 
Mstep: Class 6 contains 16670 members 
Mstep: Class 7 contains 9579 members 
Mstep: Class 8 contains 83989 members 
Mstep: Class 9 contains 14342 members 
Mstep: Class 10 contains 19005 members 
Mstep: Class 11 contains 19407 members 
Mstep: Class 12 contains 15102 members 
Mstep: Class 13 contains 27520 members 
Mstep: Class 14 contains 30356 members 
Mstep: Class 15 contains 31754 members 
Mstep: Class 17 contains 19688 members 
Mstep: Class 18 contains 88702 members 
Mstep: Class 19 contains 12757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33656332.000000 Penalty: 39028.738281
Iteration 5F: 19 clusters Score -3.365633e+07 nChanged 90034
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 115981 members 
Mstep: Class 3 contains 16180 members 
Mstep: Class 4 contains 28192 members 
Mstep: Class 5 contains 18515 members 
Mstep: Class 6 contains 16977 members 
Mstep: Class 7 contains 9264 members 
Mstep: Class 8 contains 76047 members 
Mstep: Class 9 contains 14052 members 
Mstep: Class 10 contains 15393 members 
Mstep: Class 11 contains 17229 members 
Mstep: Class 12 contains 14169 members 
Mstep: Class 13 contains 28043 members 
Mstep: Class 14 contains 33333 members 
Mstep: Class 15 contains 35668 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 80759 members 
Mstep: Class 19 contains 11063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33756876.000000 Penalty: 39028.738281
Iteration 6F: 19 clusters Score -3.375688e+07 nChanged 80876
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 131905 members 
Mstep: Class 3 contains 15812 members 
Mstep: Class 4 contains 28952 members 
Mstep: Class 5 contains 18510 members 
Mstep: Class 6 contains 17439 members 
Mstep: Class 7 contains 9186 members 
Mstep: Class 8 contains 64541 members 
Mstep: Class 9 contains 13367 members 
Mstep: Class 10 contains 12711 members 
Mstep: Class 11 contains 15362 members 
Mstep: Class 12 contains 13361 members 
Mstep: Class 13 contains 28802 members 
Mstep: Class 14 contains 38734 members 
Mstep: Class 15 contains 38175 members 
Mstep: Class 17 contains 15312 members 
Mstep: Class 18 contains 70350 members 
Mstep: Class 19 contains 9759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33840224.000000 Penalty: 39028.738281
Iteration 7F: 19 clusters Score -3.384022e+07 nChanged 67524
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 146269 members 
Mstep: Class 3 contains 15463 members 
Mstep: Class 4 contains 29146 members 
Mstep: Class 5 contains 18246 members 
Mstep: Class 6 contains 17642 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 8 contains 53364 members 
Mstep: Class 9 contains 12726 members 
Mstep: Class 10 contains 11085 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 12548 members 
Mstep: Class 13 contains 29411 members 
Mstep: Class 14 contains 43383 members 
Mstep: Class 15 contains 40189 members 
Mstep: Class 17 contains 13750 members 
Mstep: Class 18 contains 59524 members 
Mstep: Class 19 contains 8768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33900336.000000 Penalty: 39028.738281
Iteration 8F: 19 clusters Score -3.390034e+07 nChanged 52528
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 96737 members 
Mstep: Class 2 contains 158509 members 
Mstep: Class 3 contains 15254 members 
Mstep: Class 4 contains 28835 members 
Mstep: Class 5 contains 17686 members 
Mstep: Class 6 contains 17519 members 
Mstep: Class 7 contains 9333 members 
Mstep: Class 8 contains 44651 members 
Mstep: Class 9 contains 12257 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 12719 members 
Mstep: Class 12 contains 11746 members 
Mstep: Class 13 contains 29771 members 
Mstep: Class 14 contains 45663 members 
Mstep: Class 15 contains 41731 members 
Mstep: Class 17 contains 12614 members 
Mstep: Class 18 contains 50065 members 
Mstep: Class 19 contains 7930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33940632.000000 Penalty: 39028.738281
Iteration 9F: 19 clusters Score -3.394063e+07 nChanged 41416
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 104167 members 
Mstep: Class 2 contains 168259 members 
Mstep: Class 3 contains 15021 members 
Mstep: Class 4 contains 28380 members 
Mstep: Class 5 contains 17313 members 
Mstep: Class 6 contains 17294 members 
Mstep: Class 7 contains 9407 members 
Mstep: Class 8 contains 38494 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 10663 members 
Mstep: Class 11 contains 12215 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 13 contains 29776 members 
Mstep: Class 14 contains 46793 members 
Mstep: Class 15 contains 42723 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 41411 members 
Mstep: Class 19 contains 7276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33968068.000000 Penalty: 39028.738281
Iteration 10F: 19 clusters Score -3.396807e+07 nChanged 32929
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 111330 members 
Mstep: Class 2 contains 175584 members 
Mstep: Class 3 contains 14850 members 
Mstep: Class 4 contains 27957 members 
Mstep: Class 5 contains 17085 members 
Mstep: Class 6 contains 17029 members 
Mstep: Class 7 contains 9516 members 
Mstep: Class 8 contains 33856 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 11374 members 
Mstep: Class 11 contains 12341 members 
Mstep: Class 12 contains 10002 members 
Mstep: Class 13 contains 29533 members 
Mstep: Class 14 contains 47281 members 
Mstep: Class 15 contains 43318 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 33682 members 
Mstep: Class 19 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33987544.000000 Penalty: 39028.738281
Iteration 11F: 19 clusters Score -3.398754e+07 nChanged 26496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117808 members 
Mstep: Class 2 contains 180944 members 
Mstep: Class 3 contains 14622 members 
Mstep: Class 4 contains 27498 members 
Mstep: Class 5 contains 17106 members 
Mstep: Class 6 contains 16821 members 
Mstep: Class 7 contains 9624 members 
Mstep: Class 8 contains 30146 members 
Mstep: Class 9 contains 10697 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 12747 members 
Mstep: Class 12 contains 9189 members 
Mstep: Class 13 contains 29139 members 
Mstep: Class 14 contains 47571 members 
Mstep: Class 15 contains 43699 members 
Mstep: Class 17 contains 10259 members 
Mstep: Class 18 contains 27242 members 
Mstep: Class 19 contains 6100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34002040.000000 Penalty: 39028.738281
Iteration 12Q: 19 clusters Score -3.400204e+07 nChanged 22092
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 184833 members 
Mstep: Class 3 contains 14367 members 
Mstep: Class 4 contains 27061 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 16674 members 
Mstep: Class 7 contains 9757 members 
Mstep: Class 8 contains 27120 members 
Mstep: Class 9 contains 10168 members 
Mstep: Class 10 contains 13370 members 
Mstep: Class 11 contains 13272 members 
Mstep: Class 12 contains 8486 members 
Mstep: Class 13 contains 28619 members 
Mstep: Class 14 contains 47724 members 
Mstep: Class 15 contains 43708 members 
Mstep: Class 17 contains 9642 members 
Mstep: Class 18 contains 22172 members 
Mstep: Class 19 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34013832.000000 Penalty: 39028.738281
Iteration 13Q: 19 clusters Score -3.401383e+07 nChanged 18486
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 128247 members 
Mstep: Class 2 contains 187542 members 
Mstep: Class 3 contains 14100 members 
Mstep: Class 4 contains 26626 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 16582 members 
Mstep: Class 7 contains 9886 members 
Mstep: Class 8 contains 24688 members 
Mstep: Class 9 contains 9651 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 13842 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 28078 members 
Mstep: Class 14 contains 47728 members 
Mstep: Class 15 contains 43477 members 
Mstep: Class 17 contains 9176 members 
Mstep: Class 18 contains 18289 members 
Mstep: Class 19 contains 5295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34023556.000000 Penalty: 39028.738281
Iteration 14Q: 19 clusters Score -3.402356e+07 nChanged 15888
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 132019 members 
Mstep: Class 2 contains 189358 members 
Mstep: Class 3 contains 13804 members 
Mstep: Class 4 contains 26157 members 
Mstep: Class 5 contains 18734 members 
Mstep: Class 6 contains 16481 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 22917 members 
Mstep: Class 9 contains 9181 members 
Mstep: Class 10 contains 15591 members 
Mstep: Class 11 contains 14400 members 
Mstep: Class 12 contains 7421 members 
Mstep: Class 13 contains 27542 members 
Mstep: Class 14 contains 47665 members 
Mstep: Class 15 contains 43023 members 
Mstep: Class 17 contains 8810 members 
Mstep: Class 18 contains 15401 members 
Mstep: Class 19 contains 5018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34031744.000000 Penalty: 39028.738281
Iteration 15Q: 19 clusters Score -3.403174e+07 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 190445 members 
Mstep: Class 3 contains 13494 members 
Mstep: Class 4 contains 25747 members 
Mstep: Class 5 contains 19556 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 10108 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 8769 members 
Mstep: Class 10 contains 16732 members 
Mstep: Class 11 contains 14903 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 27092 members 
Mstep: Class 14 contains 47560 members 
Mstep: Class 15 contains 42504 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 13232 members 
Mstep: Class 19 contains 4779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34039008.000000 Penalty: 39028.738281
Iteration 16Q: 19 clusters Score -3.403901e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 137298 members 
Mstep: Class 2 contains 190944 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 25389 members 
Mstep: Class 5 contains 20421 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 20996 members 
Mstep: Class 9 contains 8384 members 
Mstep: Class 10 contains 17776 members 
Mstep: Class 11 contains 15341 members 
Mstep: Class 12 contains 6844 members 
Mstep: Class 13 contains 26711 members 
Mstep: Class 14 contains 47451 members 
Mstep: Class 15 contains 42045 members 
Mstep: Class 17 contains 8132 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34044828.000000 Penalty: 39028.738281
Iteration 17Q: 19 clusters Score -3.404483e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 139185 members 
Mstep: Class 2 contains 191030 members 
Mstep: Class 3 contains 12794 members 
Mstep: Class 4 contains 25028 members 
Mstep: Class 5 contains 21415 members 
Mstep: Class 6 contains 16322 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 20648 members 
Mstep: Class 9 contains 8073 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 6604 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 47300 members 
Mstep: Class 15 contains 41469 members 
Mstep: Class 17 contains 7888 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 4534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34049660.000000 Penalty: 39028.738281
Iteration 18Q: 19 clusters Score -3.404966e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 140690 members 
Mstep: Class 2 contains 190773 members 
Mstep: Class 3 contains 12468 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 22325 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 10239 members 
Mstep: Class 8 contains 20671 members 
Mstep: Class 9 contains 7792 members 
Mstep: Class 10 contains 19497 members 
Mstep: Class 11 contains 16078 members 
Mstep: Class 12 contains 6387 members 
Mstep: Class 13 contains 26055 members 
Mstep: Class 14 contains 47109 members 
Mstep: Class 15 contains 40956 members 
Mstep: Class 17 contains 7651 members 
Mstep: Class 18 contains 9224 members 
Mstep: Class 19 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34053212.000000 Penalty: 39028.738281
Iteration 19Q: 19 clusters Score -3.405321e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 141922 members 
Mstep: Class 2 contains 190228 members 
Mstep: Class 3 contains 12145 members 
Mstep: Class 4 contains 24564 members 
Mstep: Class 5 contains 23147 members 
Mstep: Class 6 contains 16284 members 
Mstep: Class 7 contains 10314 members 
Mstep: Class 8 contains 20999 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 20233 members 
Mstep: Class 11 contains 16399 members 
Mstep: Class 12 contains 6175 members 
Mstep: Class 13 contains 25800 members 
Mstep: Class 14 contains 46920 members 
Mstep: Class 15 contains 40475 members 
Mstep: Class 17 contains 7462 members 
Mstep: Class 18 contains 8353 members 
Mstep: Class 19 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34055812.000000 Penalty: 39028.738281
Iteration 20F: 19 clusters Score -3.405581e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 142867 members 
Mstep: Class 2 contains 189618 members 
Mstep: Class 3 contains 11879 members 
Mstep: Class 4 contains 24433 members 
Mstep: Class 5 contains 23868 members 
Mstep: Class 6 contains 16250 members 
Mstep: Class 7 contains 10393 members 
Mstep: Class 8 contains 21519 members 
Mstep: Class 9 contains 7331 members 
Mstep: Class 10 contains 20953 members 
Mstep: Class 11 contains 16678 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 25551 members 
Mstep: Class 14 contains 46715 members 
Mstep: Class 15 contains 39972 members 
Mstep: Class 17 contains 7323 members 
Mstep: Class 18 contains 7606 members 
Mstep: Class 19 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34058100.000000 Penalty: 39028.738281
Iteration 21Q: 19 clusters Score -3.40581e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143627 members 
Mstep: Class 2 contains 188804 members 
Mstep: Class 3 contains 11629 members 
Mstep: Class 4 contains 24343 members 
Mstep: Class 5 contains 24484 members 
Mstep: Class 6 contains 16222 members 
Mstep: Class 7 contains 10505 members 
Mstep: Class 8 contains 22151 members 
Mstep: Class 9 contains 7142 members 
Mstep: Class 10 contains 21649 members 
Mstep: Class 11 contains 16939 members 
Mstep: Class 12 contains 5763 members 
Mstep: Class 13 contains 25322 members 
Mstep: Class 14 contains 46515 members 
Mstep: Class 15 contains 39501 members 
Mstep: Class 17 contains 7213 members 
Mstep: Class 18 contains 7035 members 
Mstep: Class 19 contains 4684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34059604.000000 Penalty: 39028.738281
Iteration 22Q: 19 clusters Score -3.40596e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144287 members 
Mstep: Class 2 contains 187851 members 
Mstep: Class 3 contains 11405 members 
Mstep: Class 4 contains 24335 members 
Mstep: Class 5 contains 25060 members 
Mstep: Class 6 contains 16220 members 
Mstep: Class 7 contains 10609 members 
Mstep: Class 8 contains 22871 members 
Mstep: Class 9 contains 6959 members 
Mstep: Class 10 contains 22309 members 
Mstep: Class 11 contains 17180 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 25136 members 
Mstep: Class 14 contains 46331 members 
Mstep: Class 15 contains 38991 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 6565 members 
Mstep: Class 19 contains 4755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34061132.000000 Penalty: 39028.738281
Iteration 23Q: 19 clusters Score -3.406113e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144850 members 
Mstep: Class 2 contains 186890 members 
Mstep: Class 3 contains 11167 members 
Mstep: Class 4 contains 24395 members 
Mstep: Class 5 contains 25580 members 
Mstep: Class 6 contains 16223 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 23608 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 22928 members 
Mstep: Class 11 contains 17368 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 24982 members 
Mstep: Class 14 contains 46172 members 
Mstep: Class 15 contains 38510 members 
Mstep: Class 17 contains 7003 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34062212.000000 Penalty: 39028.738281
Iteration 24Q: 19 clusters Score -3.406221e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 145228 members 
Mstep: Class 2 contains 185839 members 
Mstep: Class 3 contains 10972 members 
Mstep: Class 4 contains 24415 members 
Mstep: Class 5 contains 26064 members 
Mstep: Class 6 contains 16248 members 
Mstep: Class 7 contains 10769 members 
Mstep: Class 8 contains 24441 members 
Mstep: Class 9 contains 6646 members 
Mstep: Class 10 contains 23552 members 
Mstep: Class 11 contains 17542 members 
Mstep: Class 12 contains 5172 members 
Mstep: Class 13 contains 24859 members 
Mstep: Class 14 contains 46056 members 
Mstep: Class 15 contains 37982 members 
Mstep: Class 17 contains 6910 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 4908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34062936.000000 Penalty: 39028.738281
Iteration 25Q: 19 clusters Score -3.406294e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 145489 members 
Mstep: Class 2 contains 184733 members 
Mstep: Class 3 contains 10806 members 
Mstep: Class 4 contains 24422 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 16298 members 
Mstep: Class 7 contains 10825 members 
Mstep: Class 8 contains 25343 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 10 contains 24221 members 
Mstep: Class 11 contains 17728 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 24757 members 
Mstep: Class 14 contains 45953 members 
Mstep: Class 15 contains 37429 members 
Mstep: Class 17 contains 6856 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 4977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34063880.000000 Penalty: 39028.738281
Iteration 26Q: 19 clusters Score -3.406388e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 145711 members 
Mstep: Class 2 contains 183673 members 
Mstep: Class 3 contains 10633 members 
Mstep: Class 4 contains 24421 members 
Mstep: Class 5 contains 26899 members 
Mstep: Class 6 contains 16327 members 
Mstep: Class 7 contains 10890 members 
Mstep: Class 8 contains 26275 members 
Mstep: Class 9 contains 6360 members 
Mstep: Class 10 contains 24912 members 
Mstep: Class 11 contains 17872 members 
Mstep: Class 12 contains 4787 members 
Mstep: Class 13 contains 24633 members 
Mstep: Class 14 contains 45844 members 
Mstep: Class 15 contains 36928 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 18 contains 5548 members 
Mstep: Class 19 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34064784.000000 Penalty: 39028.738281
Iteration 27Q: 19 clusters Score -3.406478e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 145892 members 
Mstep: Class 2 contains 182571 members 
Mstep: Class 3 contains 10481 members 
Mstep: Class 4 contains 24419 members 
Mstep: Class 5 contains 27293 members 
Mstep: Class 6 contains 16371 members 
Mstep: Class 7 contains 10948 members 
Mstep: Class 8 contains 27278 members 
Mstep: Class 9 contains 6232 members 
Mstep: Class 10 contains 25593 members 
Mstep: Class 11 contains 18006 members 
Mstep: Class 12 contains 4590 members 
Mstep: Class 13 contains 24519 members 
Mstep: Class 14 contains 45758 members 
Mstep: Class 15 contains 36383 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 5410 members 
Mstep: Class 19 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34065496.000000 Penalty: 39028.738281
Iteration 28Q: 19 clusters Score -3.40655e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 145999 members 
Mstep: Class 2 contains 181331 members 
Mstep: Class 3 contains 10324 members 
Mstep: Class 4 contains 24417 members 
Mstep: Class 5 contains 27709 members 
Mstep: Class 6 contains 16413 members 
Mstep: Class 7 contains 10991 members 
Mstep: Class 8 contains 28394 members 
Mstep: Class 9 contains 6115 members 
Mstep: Class 10 contains 26302 members 
Mstep: Class 11 contains 18148 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 13 contains 24399 members 
Mstep: Class 14 contains 45705 members 
Mstep: Class 15 contains 35812 members 
Mstep: Class 17 contains 6655 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34065996.000000 Penalty: 39028.738281
Iteration 29Q: 19 clusters Score -3.4066e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 146133 members 
Mstep: Class 2 contains 180059 members 
Mstep: Class 3 contains 10162 members 
Mstep: Class 4 contains 24420 members 
Mstep: Class 5 contains 28131 members 
Mstep: Class 6 contains 16449 members 
Mstep: Class 7 contains 11024 members 
Mstep: Class 8 contains 29546 members 
Mstep: Class 9 contains 6024 members 
Mstep: Class 10 contains 26963 members 
Mstep: Class 11 contains 18248 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 24290 members 
Mstep: Class 14 contains 45669 members 
Mstep: Class 15 contains 35227 members 
Mstep: Class 17 contains 6599 members 
Mstep: Class 18 contains 5213 members 
Mstep: Class 19 contains 5166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34066648.000000 Penalty: 39028.738281
Iteration 30Q: 19 clusters Score -3.406665e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 146180 members 
Mstep: Class 2 contains 178744 members 
Mstep: Class 3 contains 10007 members 
Mstep: Class 4 contains 24396 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 16492 members 
Mstep: Class 7 contains 11058 members 
Mstep: Class 8 contains 30737 members 
Mstep: Class 9 contains 5960 members 
Mstep: Class 10 contains 27708 members 
Mstep: Class 11 contains 18321 members 
Mstep: Class 12 contains 4013 members 
Mstep: Class 13 contains 24152 members 
Mstep: Class 14 contains 45658 members 
Mstep: Class 15 contains 34650 members 
Mstep: Class 17 contains 6552 members 
Mstep: Class 18 contains 5148 members 
Mstep: Class 19 contains 5201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34067520.000000 Penalty: 39028.738281
Iteration 31Q: 19 clusters Score -3.406752e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 146191 members 
Mstep: Class 2 contains 177362 members 
Mstep: Class 3 contains 9866 members 
Mstep: Class 4 contains 24356 members 
Mstep: Class 5 contains 28970 members 
Mstep: Class 6 contains 16529 members 
Mstep: Class 7 contains 11088 members 
Mstep: Class 8 contains 31994 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 28478 members 
Mstep: Class 11 contains 18390 members 
Mstep: Class 12 contains 3832 members 
Mstep: Class 13 contains 24019 members 
Mstep: Class 14 contains 45651 members 
Mstep: Class 15 contains 34061 members 
Mstep: Class 17 contains 6524 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 5239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34068356.000000 Penalty: 39028.738281
Iteration 32Q: 19 clusters Score -3.406836e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 146176 members 
Mstep: Class 2 contains 175887 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 24311 members 
Mstep: Class 5 contains 29349 members 
Mstep: Class 6 contains 16554 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 33393 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 29256 members 
Mstep: Class 11 contains 18457 members 
Mstep: Class 12 contains 3660 members 
Mstep: Class 13 contains 23872 members 
Mstep: Class 14 contains 45646 members 
Mstep: Class 15 contains 33490 members 
Mstep: Class 17 contains 6502 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 5267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34069208.000000 Penalty: 39028.738281
Iteration 33Q: 19 clusters Score -3.406921e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 146130 members 
Mstep: Class 2 contains 174405 members 
Mstep: Class 3 contains 9585 members 
Mstep: Class 4 contains 24280 members 
Mstep: Class 5 contains 29771 members 
Mstep: Class 6 contains 16579 members 
Mstep: Class 7 contains 11137 members 
Mstep: Class 8 contains 34876 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 30031 members 
Mstep: Class 11 contains 18504 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 23701 members 
Mstep: Class 14 contains 45650 members 
Mstep: Class 15 contains 32885 members 
Mstep: Class 17 contains 6487 members 
Mstep: Class 18 contains 4963 members 
Mstep: Class 19 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34070508.000000 Penalty: 39028.738281
Iteration 34Q: 19 clusters Score -3.407051e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 146063 members 
Mstep: Class 2 contains 172799 members 
Mstep: Class 3 contains 9481 members 
Mstep: Class 4 contains 24227 members 
Mstep: Class 5 contains 30205 members 
Mstep: Class 6 contains 16603 members 
Mstep: Class 7 contains 11164 members 
Mstep: Class 8 contains 36458 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 30792 members 
Mstep: Class 11 contains 18551 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23509 members 
Mstep: Class 14 contains 45660 members 
Mstep: Class 15 contains 32252 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 5293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34071468.000000 Penalty: 39028.738281
Iteration 35Q: 19 clusters Score -3.407147e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 145962 members 
Mstep: Class 2 contains 171102 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 24139 members 
Mstep: Class 5 contains 30626 members 
Mstep: Class 6 contains 16612 members 
Mstep: Class 7 contains 11179 members 
Mstep: Class 8 contains 38201 members 
Mstep: Class 9 contains 5767 members 
Mstep: Class 10 contains 31532 members 
Mstep: Class 11 contains 18588 members 
Mstep: Class 12 contains 3239 members 
Mstep: Class 13 contains 23272 members 
Mstep: Class 14 contains 45672 members 
Mstep: Class 15 contains 31645 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 5292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34072616.000000 Penalty: 39028.738281
Iteration 36Q: 19 clusters Score -3.407262e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 145823 members 
Mstep: Class 2 contains 169267 members 
Mstep: Class 3 contains 9263 members 
Mstep: Class 4 contains 24030 members 
Mstep: Class 5 contains 31083 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 11192 members 
Mstep: Class 8 contains 40022 members 
Mstep: Class 9 contains 5742 members 
Mstep: Class 10 contains 32308 members 
Mstep: Class 11 contains 18645 members 
Mstep: Class 12 contains 3195 members 
Mstep: Class 13 contains 23037 members 
Mstep: Class 14 contains 45682 members 
Mstep: Class 15 contains 31037 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 4890 members 
Mstep: Class 19 contains 5307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34073660.000000 Penalty: 39028.738281
Iteration 37Q: 19 clusters Score -3.407366e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 145668 members 
Mstep: Class 2 contains 167382 members 
Mstep: Class 3 contains 9160 members 
Mstep: Class 4 contains 23892 members 
Mstep: Class 5 contains 31520 members 
Mstep: Class 6 contains 16653 members 
Mstep: Class 7 contains 11208 members 
Mstep: Class 8 contains 41849 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 33072 members 
Mstep: Class 11 contains 18684 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 22817 members 
Mstep: Class 14 contains 45707 members 
Mstep: Class 15 contains 30443 members 
Mstep: Class 17 contains 6356 members 
Mstep: Class 18 contains 4885 members 
Mstep: Class 19 contains 5331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34074708.000000 Penalty: 39028.738281
Iteration 38Q: 19 clusters Score -3.407471e+07 nChanged 4470
Entering ConstructFrom: 
Score: -34074708.000000 Penalty: 39028.738281
Entering ConstructFrom: 
Trying to split cluster 1 (145533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145533 members 
Entering Unmasked Estep 
Score: -8490849.000000 Penalty: 1931.825684
	Iteration 0F: 2 clusters Score -8490849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -8393232.000000 Penalty: 3863.651367
	Iteration 0F: 3 clusters Score -8393232 nChanged 70107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -8435428.000000 Penalty: 3863.651367
	Iteration 1F: 3 clusters Score -8435428 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
Score: -8437359.000000 Penalty: 3863.651367
	Iteration 2Q: 3 clusters Score -8437359 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -8440614.000000 Penalty: 3863.651367
	Iteration 3Q: 3 clusters Score -8440614 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -8445882.000000 Penalty: 3863.651367
	Iteration 4F: 3 clusters Score -8445882 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -8453407.000000 Penalty: 3863.651367
	Iteration 5F: 3 clusters Score -8453407 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 100378 members 
Entering Unmasked Estep 
Score: -8461976.000000 Penalty: 3863.651367
	Iteration 6F: 3 clusters Score -8461976 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 106225 members 
Entering Unmasked Estep 
Score: -8469111.000000 Penalty: 3863.651367
	Iteration 7F: 3 clusters Score -8469111 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 110553 members 
Entering Unmasked Estep 
Score: -8473789.000000 Penalty: 3863.651367
	Iteration 8Q: 3 clusters Score -8473789 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 114098 members 
Entering Unmasked Estep 
Score: -8476632.000000 Penalty: 3863.651367
	Iteration 9Q: 3 clusters Score -8476632 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -8478701.000000 Penalty: 3863.651367
	Iteration 10Q: 3 clusters Score -8478701 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 120585 members 
Entering Unmasked Estep 
Score: -8480696.000000 Penalty: 3863.651367
	Iteration 11Q: 3 clusters Score -8480696 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 123639 members 
Entering Unmasked Estep 
Score: -8482708.000000 Penalty: 3863.651367
	Iteration 12Q: 3 clusters Score -8482708 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 126431 members 
Entering Unmasked Estep 
Score: -8484675.000000 Penalty: 3863.651367
	Iteration 13Q: 3 clusters Score -8484675 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 129008 members 
Entering Unmasked Estep 
Score: -8486769.000000 Penalty: 3863.651367
	Iteration 14Q: 3 clusters Score -8486769 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 131120 members 
Entering Unmasked Estep 
Score: -8488594.000000 Penalty: 3863.651367
	Iteration 15Q: 3 clusters Score -8488594 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -8490011.000000 Penalty: 3863.651367
	Iteration 16Q: 3 clusters Score -8490011 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 133923 members 
Entering Unmasked Estep 
Score: -8490831.000000 Penalty: 3863.651367
	Iteration 17Q: 3 clusters Score -8490831 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 134788 members 
Entering Unmasked Estep 
Score: -8491290.000000 Penalty: 3863.651367
	Iteration 18Q: 3 clusters Score -8491290 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 135446 members 
Entering Unmasked Estep 
Score: -8491560.000000 Penalty: 3863.651367
	Iteration 19Q: 3 clusters Score -8491560 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 135970 members 
Entering Unmasked Estep 
Score: -8491699.000000 Penalty: 3863.651367
	Iteration 20F: 3 clusters Score -8491699 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -8491836.000000 Penalty: 3863.651367
	Iteration 21Q: 3 clusters Score -8491836 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 136758 members 
Entering Unmasked Estep 
Score: -8491923.000000 Penalty: 3863.651367
	Iteration 22Q: 3 clusters Score -8491923 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -8491985.000000 Penalty: 3863.651367
	Iteration 23Q: 3 clusters Score -8491985 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 137307 members 
Entering Unmasked Estep 
Score: -8492026.000000 Penalty: 3863.651367
	Iteration 24Q: 3 clusters Score -8492026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 137495 members 
Entering Unmasked Estep 
Score: -8492054.000000 Penalty: 3863.651367
	Iteration 25Q: 3 clusters Score -8492054 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 137642 members 
Entering Unmasked Estep 
Score: -8492057.000000 Penalty: 3863.651367
	Iteration 26Q: 3 clusters Score -8492057 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 137780 members 
Entering Unmasked Estep 
Score: -8492062.000000 Penalty: 3863.651367
	Iteration 27Q: 3 clusters Score -8492062 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 137920 members 
Entering Unmasked Estep 
Score: -8492081.000000 Penalty: 3863.651367
	Iteration 28Q: 3 clusters Score -8492081 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 138053 members 
Entering Unmasked Estep 
Score: -8492116.000000 Penalty: 3863.651367
	Iteration 29Q: 3 clusters Score -8492116 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 138174 members 
Entering Unmasked Estep 
Score: -8492139.000000 Penalty: 3863.651367
	Iteration 30Q: 3 clusters Score -8492139 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 138289 members 
Entering Unmasked Estep 
Score: -8492132.000000 Penalty: 3863.651367
	Iteration 31Q: 3 clusters Score -8492132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 138402 members 
Entering Unmasked Estep 
Score: -8492189.000000 Penalty: 3863.651367
	Iteration 32Q: 3 clusters Score -8492189 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 138514 members 
Entering Unmasked Estep 
Score: -8492214.000000 Penalty: 3863.651367
	Iteration 33Q: 3 clusters Score -8492214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 138621 members 
Entering Unmasked Estep 
Score: -8492230.000000 Penalty: 3863.651367
	Iteration 34Q: 3 clusters Score -8492230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 138715 members 
Entering Unmasked Estep 
Score: -8492259.000000 Penalty: 3863.651367
	Iteration 35Q: 3 clusters Score -8492259 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 138803 members 
Entering Unmasked Estep 
Score: -8492248.000000 Penalty: 3863.651367
	Iteration 36Q: 3 clusters Score -8492248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 138880 members 
Entering Unmasked Estep 
Score: -8492274.000000 Penalty: 3863.651367
	Iteration 37Q: 3 clusters Score -8492274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 138937 members 
Entering Unmasked Estep 
Score: -8492293.000000 Penalty: 3863.651367
	Iteration 38Q: 3 clusters Score -8492293 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 139005 members 
Entering Unmasked Estep 
Score: -8492283.000000 Penalty: 3863.651367
	Iteration 39Q: 3 clusters Score -8492283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 139050 members 
Entering Unmasked Estep 
Score: -8492288.000000 Penalty: 3863.651367
	Iteration 40F: 3 clusters Score -8492288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 139086 members 
Entering Unmasked Estep 
Score: -8492291.000000 Penalty: 3863.651367
	Iteration 41Q: 3 clusters Score -8492291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 139119 members 
Entering Unmasked Estep 
Score: -8492307.000000 Penalty: 3863.651367
	Iteration 42Q: 3 clusters Score -8492307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 139149 members 
Entering Unmasked Estep 
Score: -8492304.000000 Penalty: 3863.651367
	Iteration 43Q: 3 clusters Score -8492304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 139163 members 
Entering Unmasked Estep 
Score: -8492310.000000 Penalty: 3863.651367
	Iteration 44Q: 3 clusters Score -8492310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 139179 members 
Entering Unmasked Estep 
Score: -8492307.000000 Penalty: 3863.651367
	Iteration 45Q: 3 clusters Score -8492307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 139194 members 
Entering Unmasked Estep 
Score: -8492315.000000 Penalty: 3863.651367
	Iteration 46Q: 3 clusters Score -8492315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 139205 members 
Entering Unmasked Estep 
Score: -8492330.000000 Penalty: 3863.651367
	Iteration 47Q: 3 clusters Score -8492330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -8492332.000000 Penalty: 3863.651367
	Iteration 48Q: 3 clusters Score -8492332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 139221 members 
Entering Unmasked Estep 
Score: -8492326.000000 Penalty: 3863.651367
	Iteration 49Q: 3 clusters Score -8492326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 139229 members 
Entering Unmasked Estep 
Score: -8492323.000000 Penalty: 3863.651367
	Iteration 50Q: 3 clusters Score -8492323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 139235 members 
Entering Unmasked Estep 
Score: -8492327.000000 Penalty: 3863.651367
	Iteration 51Q: 3 clusters Score -8492327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 139242 members 
Entering Unmasked Estep 
Score: -8492324.000000 Penalty: 3863.651367
	Iteration 52Q: 3 clusters Score -8492324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 139246 members 
Entering Unmasked Estep 
Score: -8492330.000000 Penalty: 3863.651367
	Iteration 53Q: 3 clusters Score -8492330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 139250 members 
Entering Unmasked Estep 
Score: -8492331.000000 Penalty: 3863.651367
	Iteration 54Q: 3 clusters Score -8492331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 139253 members 
Entering Unmasked Estep 
Score: -8492331.000000 Penalty: 3863.651367
	Iteration 55Q: 3 clusters Score -8492331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 139254 members 
Entering Unmasked Estep 
Score: -8492332.000000 Penalty: 3863.651367
	Iteration 56Q: 3 clusters Score -8492332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 139254 members 
Entering Unmasked Estep 
Score: -8492332.000000 Penalty: 3863.651367
	Iteration 57F: 3 clusters Score -8492332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 165442 members 
Mstep: Class 3 contains 9058 members 
Mstep: Class 4 contains 23784 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 16673 members 
Mstep: Class 7 contains 11213 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 139254 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 5341 members 
Entering Unmasked Estep 
Score: -34076592.000000 Penalty: 41197.003906
Splitting cluster 1 changes total score from -34074708.000000 to -34076592.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (165442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165442 members 
Entering Unmasked Estep 
Score: -9672049.000000 Penalty: 1952.661011
	Iteration 0F: 2 clusters Score -9672049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -9561465.000000 Penalty: 3905.322021
	Iteration 0F: 3 clusters Score -9561465 nChanged 79625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -9609065.000000 Penalty: 3905.322021
	Iteration 1F: 3 clusters Score -9609065 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -9610628.000000 Penalty: 3905.322021
	Iteration 2Q: 3 clusters Score -9610628 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -9613082.000000 Penalty: 3905.322021
	Iteration 3Q: 3 clusters Score -9613082 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -9616769.000000 Penalty: 3905.322021
	Iteration 4Q: 3 clusters Score -9616769 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 79226 members 
Entering Unmasked Estep 
Score: -9621930.000000 Penalty: 3905.322021
	Iteration 5F: 3 clusters Score -9621930 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -9628383.000000 Penalty: 3905.322021
	Iteration 6F: 3 clusters Score -9628383 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -9635879.000000 Penalty: 3905.322021
	Iteration 7F: 3 clusters Score -9635879 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 75983 members 
Entering Unmasked Estep 
Score: -9643399.000000 Penalty: 3905.322021
	Iteration 8F: 3 clusters Score -9643399 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -9650532.000000 Penalty: 3905.322021
	Iteration 9F: 3 clusters Score -9650532 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -9656415.000000 Penalty: 3905.322021
	Iteration 10Q: 3 clusters Score -9656415 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -9661086.000000 Penalty: 3905.322021
	Iteration 11Q: 3 clusters Score -9661086 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -9664710.000000 Penalty: 3905.322021
	Iteration 12Q: 3 clusters Score -9664710 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -9667572.000000 Penalty: 3905.322021
	Iteration 13Q: 3 clusters Score -9667572 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -9670272.000000 Penalty: 3905.322021
	Iteration 14Q: 3 clusters Score -9670272 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -9672850.000000 Penalty: 3905.322021
	Iteration 15Q: 3 clusters Score -9672850 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -9675888.000000 Penalty: 3905.322021
	Iteration 16Q: 3 clusters Score -9675888 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103055 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -9678897.000000 Penalty: 3905.322021
	Iteration 17Q: 3 clusters Score -9678897 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -9681267.000000 Penalty: 3905.322021
	Iteration 18Q: 3 clusters Score -9681267 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106953 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -9682668.000000 Penalty: 3905.322021
	Iteration 19Q: 3 clusters Score -9682668 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108268 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -9683616.000000 Penalty: 3905.322021
	Iteration 20F: 3 clusters Score -9683616 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -9683965.000000 Penalty: 3905.322021
	Iteration 21Q: 3 clusters Score -9683965 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -9684091.000000 Penalty: 3905.322021
	Iteration 22Q: 3 clusters Score -9684091 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110666 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -9684152.000000 Penalty: 3905.322021
	Iteration 23Q: 3 clusters Score -9684152 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -9684201.000000 Penalty: 3905.322021
	Iteration 24Q: 3 clusters Score -9684201 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111502 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -9684226.000000 Penalty: 3905.322021
	Iteration 25Q: 3 clusters Score -9684226 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111752 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -9684245.000000 Penalty: 3905.322021
	Iteration 26Q: 3 clusters Score -9684245 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -9684283.000000 Penalty: 3905.322021
	Iteration 27Q: 3 clusters Score -9684283 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112149 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -9684328.000000 Penalty: 3905.322021
	Iteration 28Q: 3 clusters Score -9684328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112288 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -9684306.000000 Penalty: 3905.322021
	Iteration 29Q: 3 clusters Score -9684306 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112398 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -9684285.000000 Penalty: 3905.322021
	Iteration 30Q: 3 clusters Score -9684285 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -9684296.000000 Penalty: 3905.322021
	Iteration 31Q: 3 clusters Score -9684296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112533 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -9684286.000000 Penalty: 3905.322021
	Iteration 32Q: 3 clusters Score -9684286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -9684307.000000 Penalty: 3905.322021
	Iteration 33Q: 3 clusters Score -9684307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -9684314.000000 Penalty: 3905.322021
	Iteration 34Q: 3 clusters Score -9684314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112628 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -9684324.000000 Penalty: 3905.322021
	Iteration 35Q: 3 clusters Score -9684324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112652 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -9684318.000000 Penalty: 3905.322021
	Iteration 36Q: 3 clusters Score -9684318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -9684325.000000 Penalty: 3905.322021
	Iteration 37Q: 3 clusters Score -9684325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -9684328.000000 Penalty: 3905.322021
	Iteration 38Q: 3 clusters Score -9684328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112708 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -9684324.000000 Penalty: 3905.322021
	Iteration 39Q: 3 clusters Score -9684324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -9684323.000000 Penalty: 3905.322021
	Iteration 40F: 3 clusters Score -9684323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112722 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -9684321.000000 Penalty: 3905.322021
	Iteration 41Q: 3 clusters Score -9684321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112727 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -9684308.000000 Penalty: 3905.322021
	Iteration 42Q: 3 clusters Score -9684308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -9684316.000000 Penalty: 3905.322021
	Iteration 43Q: 3 clusters Score -9684316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112733 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -9684315.000000 Penalty: 3905.322021
	Iteration 44Q: 3 clusters Score -9684315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112734 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -9684319.000000 Penalty: 3905.322021
	Iteration 45Q: 3 clusters Score -9684319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112734 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -9684319.000000 Penalty: 3905.322021
	Iteration 46F: 3 clusters Score -9684319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 9058 members 
Mstep: Class 4 contains 23784 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 16673 members 
Mstep: Class 7 contains 11213 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 139254 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 52708 members 
Entering Unmasked Estep 
Score: -34088248.000000 Penalty: 43365.265625
Splitting cluster 2 changes total score from -34074708.000000 to -34088248.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (9058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Entering Unmasked Estep 
Score: -462014.125000 Penalty: 1480.603027
	Iteration 0F: 2 clusters Score -462014.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -455458.781250 Penalty: 2961.206055
	Iteration 0F: 3 clusters Score -455458.8 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -458442.875000 Penalty: 2961.206055
	Iteration 1F: 3 clusters Score -458442.9 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -459565.281250 Penalty: 2961.206055
	Iteration 2F: 3 clusters Score -459565.3 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -460549.156250 Penalty: 2961.206055
	Iteration 3F: 3 clusters Score -460549.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -461317.156250 Penalty: 2961.206055
	Iteration 4F: 3 clusters Score -461317.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -461759.625000 Penalty: 2961.206055
	Iteration 5F: 3 clusters Score -461759.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -462038.562500 Penalty: 2961.206055
	Iteration 6Q: 3 clusters Score -462038.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -462259.093750 Penalty: 2961.206055
	Iteration 7Q: 3 clusters Score -462259.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -462440.625000 Penalty: 2961.206055
	Iteration 8Q: 3 clusters Score -462440.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -462579.593750 Penalty: 2961.206055
	Iteration 9Q: 3 clusters Score -462579.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -462679.937500 Penalty: 2961.206055
	Iteration 10Q: 3 clusters Score -462679.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -462784.343750 Penalty: 2961.206055
	Iteration 11Q: 3 clusters Score -462784.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -462897.843750 Penalty: 2961.206055
	Iteration 12Q: 3 clusters Score -462897.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -462950.843750 Penalty: 2961.206055
	Iteration 13Q: 3 clusters Score -462950.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -462980.093750 Penalty: 2961.206055
	Iteration 14Q: 3 clusters Score -462980.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -463006.812500 Penalty: 2961.206055
	Iteration 15Q: 3 clusters Score -463006.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -463023.468750 Penalty: 2961.206055
	Iteration 16Q: 3 clusters Score -463023.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -463032.375000 Penalty: 2961.206055
	Iteration 17Q: 3 clusters Score -463032.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -463037.218750 Penalty: 2961.206055
	Iteration 18Q: 3 clusters Score -463037.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -463042.750000 Penalty: 2961.206055
	Iteration 19Q: 3 clusters Score -463042.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -463053.031250 Penalty: 2961.206055
	Iteration 20F: 3 clusters Score -463053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -463055.468750 Penalty: 2961.206055
	Iteration 21Q: 3 clusters Score -463055.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -463059.093750 Penalty: 2961.206055
	Iteration 22Q: 3 clusters Score -463059.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -463062.093750 Penalty: 2961.206055
	Iteration 23Q: 3 clusters Score -463062.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -463063.312500 Penalty: 2961.206055
	Iteration 24Q: 3 clusters Score -463063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -463066.250000 Penalty: 2961.206055
	Iteration 25Q: 3 clusters Score -463066.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -463066.062500 Penalty: 2961.206055
	Iteration 26Q: 3 clusters Score -463066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -463068.312500 Penalty: 2961.206055
	Iteration 27Q: 3 clusters Score -463068.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -463068.656250 Penalty: 2961.206055
	Iteration 28Q: 3 clusters Score -463068.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -463069.250000 Penalty: 2961.206055
	Iteration 29Q: 3 clusters Score -463069.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -463072.406250 Penalty: 2961.206055
	Iteration 30Q: 3 clusters Score -463072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -463074.968750 Penalty: 2961.206055
	Iteration 31Q: 3 clusters Score -463075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -463077.781250 Penalty: 2961.206055
	Iteration 32Q: 3 clusters Score -463077.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -463078.812500 Penalty: 2961.206055
	Iteration 33Q: 3 clusters Score -463078.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -463081.625000 Penalty: 2961.206055
	Iteration 34Q: 3 clusters Score -463081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -463081.250000 Penalty: 2961.206055
	Iteration 35Q: 3 clusters Score -463081.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -463084.437500 Penalty: 2961.206055
	Iteration 36Q: 3 clusters Score -463084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -463086.500000 Penalty: 2961.206055
	Iteration 37Q: 3 clusters Score -463086.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -463086.562500 Penalty: 2961.206055
	Iteration 38Q: 3 clusters Score -463086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -463087.093750 Penalty: 2961.206055
	Iteration 39Q: 3 clusters Score -463087.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -463089.937500 Penalty: 2961.206055
	Iteration 40F: 3 clusters Score -463089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -463092.562500 Penalty: 2961.206055
	Iteration 41Q: 3 clusters Score -463092.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -463097.312500 Penalty: 2961.206055
	Iteration 42Q: 3 clusters Score -463097.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -463102.000000 Penalty: 2961.206055
	Iteration 43Q: 3 clusters Score -463102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -463103.750000 Penalty: 2961.206055
	Iteration 44Q: 3 clusters Score -463103.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -463106.625000 Penalty: 2961.206055
	Iteration 45Q: 3 clusters Score -463106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -463106.781250 Penalty: 2961.206055
	Iteration 46Q: 3 clusters Score -463106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -463106.531250 Penalty: 2961.206055
	Iteration 47Q: 3 clusters Score -463106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -463107.437500 Penalty: 2961.206055
	Iteration 48Q: 3 clusters Score -463107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -463107.437500 Penalty: 2961.206055
	Iteration 49F: 3 clusters Score -463107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 23784 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 16673 members 
Mstep: Class 7 contains 11213 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 139254 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 52708 members 
Mstep: Class 21 contains 2264 members 
Entering Unmasked Estep 
Score: -34088660.000000 Penalty: 45533.527344
Splitting cluster 3 changes total score from -34074708.000000 to -34088660.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (23784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Entering Unmasked Estep 
Score: -1300896.500000 Penalty: 1637.474731
	Iteration 0F: 2 clusters Score -1300896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1284730.625000 Penalty: 3274.949463
	Iteration 0F: 3 clusters Score -1284731 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1290895.125000 Penalty: 3274.949463
	Iteration 1F: 3 clusters Score -1290895 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1291624.000000 Penalty: 3274.949463
	Iteration 2F: 3 clusters Score -1291624 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1292764.000000 Penalty: 3274.949463
	Iteration 3F: 3 clusters Score -1292764 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1294445.875000 Penalty: 3274.949463
	Iteration 4F: 3 clusters Score -1294446 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1296515.000000 Penalty: 3274.949463
	Iteration 5F: 3 clusters Score -1296515 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1298563.125000 Penalty: 3274.949463
	Iteration 6F: 3 clusters Score -1298563 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1300274.500000 Penalty: 3274.949463
	Iteration 7F: 3 clusters Score -1300274 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1301408.375000 Penalty: 3274.949463
	Iteration 8F: 3 clusters Score -1301408 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1301965.000000 Penalty: 3274.949463
	Iteration 9Q: 3 clusters Score -1301965 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1302183.500000 Penalty: 3274.949463
	Iteration 10Q: 3 clusters Score -1302184 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1302277.375000 Penalty: 3274.949463
	Iteration 11Q: 3 clusters Score -1302277 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1302325.625000 Penalty: 3274.949463
	Iteration 12Q: 3 clusters Score -1302326 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1302367.000000 Penalty: 3274.949463
	Iteration 13Q: 3 clusters Score -1302367 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1302384.625000 Penalty: 3274.949463
	Iteration 14Q: 3 clusters Score -1302385 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1302395.000000 Penalty: 3274.949463
	Iteration 15Q: 3 clusters Score -1302395 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1302407.000000 Penalty: 3274.949463
	Iteration 16Q: 3 clusters Score -1302407 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1302416.750000 Penalty: 3274.949463
	Iteration 17Q: 3 clusters Score -1302417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1302424.750000 Penalty: 3274.949463
	Iteration 18Q: 3 clusters Score -1302425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1302433.000000 Penalty: 3274.949463
	Iteration 19Q: 3 clusters Score -1302433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1302442.375000 Penalty: 3274.949463
	Iteration 20F: 3 clusters Score -1302442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1302450.000000 Penalty: 3274.949463
	Iteration 21Q: 3 clusters Score -1302450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1302448.375000 Penalty: 3274.949463
	Iteration 22Q: 3 clusters Score -1302448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1302450.500000 Penalty: 3274.949463
	Iteration 23Q: 3 clusters Score -1302450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1302452.625000 Penalty: 3274.949463
	Iteration 24Q: 3 clusters Score -1302453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1302456.625000 Penalty: 3274.949463
	Iteration 25Q: 3 clusters Score -1302457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1302457.125000 Penalty: 3274.949463
	Iteration 26Q: 3 clusters Score -1302457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1302458.000000 Penalty: 3274.949463
	Iteration 27Q: 3 clusters Score -1302458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1302457.375000 Penalty: 3274.949463
	Iteration 28Q: 3 clusters Score -1302457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1302462.750000 Penalty: 3274.949463
	Iteration 29Q: 3 clusters Score -1302463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1302464.000000 Penalty: 3274.949463
	Iteration 30Q: 3 clusters Score -1302464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1302458.750000 Penalty: 3274.949463
	Iteration 31Q: 3 clusters Score -1302459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1302460.000000 Penalty: 3274.949463
	Iteration 32Q: 3 clusters Score -1302460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1302462.500000 Penalty: 3274.949463
	Iteration 33Q: 3 clusters Score -1302462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1302462.875000 Penalty: 3274.949463
	Iteration 34Q: 3 clusters Score -1302463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1302459.500000 Penalty: 3274.949463
	Iteration 35Q: 3 clusters Score -1302460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1302459.500000 Penalty: 3274.949463
	Iteration 36Q: 3 clusters Score -1302460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1302460.500000 Penalty: 3274.949463
	Iteration 37Q: 3 clusters Score -1302460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1302458.750000 Penalty: 3274.949463
	Iteration 38Q: 3 clusters Score -1302459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1302458.750000 Penalty: 3274.949463
	Iteration 39F: 3 clusters Score -1302459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 16673 members 
Mstep: Class 7 contains 11213 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 139254 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 52708 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 12204 members 
Entering Unmasked Estep 
Score: -34089732.000000 Penalty: 47701.792969
Splitting cluster 4 changes total score from -34074708.000000 to -34089732.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (31942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Entering Unmasked Estep 
Score: -1864974.375000 Penalty: 1685.397583
	Iteration 0F: 2 clusters Score -1864974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1843434.375000 Penalty: 3370.795166
	Iteration 0F: 3 clusters Score -1843434 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1851564.375000 Penalty: 3370.795166
	Iteration 1F: 3 clusters Score -1851564 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1852005.250000 Penalty: 3370.795166
	Iteration 2Q: 3 clusters Score -1852005 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1852501.625000 Penalty: 3370.795166
	Iteration 3Q: 3 clusters Score -1852502 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1853084.500000 Penalty: 3370.795166
	Iteration 4Q: 3 clusters Score -1853084 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1853827.125000 Penalty: 3370.795166
	Iteration 5Q: 3 clusters Score -1853827 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1854907.750000 Penalty: 3370.795166
	Iteration 6F: 3 clusters Score -1854908 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1856354.625000 Penalty: 3370.795166
	Iteration 7F: 3 clusters Score -1856355 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1858111.375000 Penalty: 3370.795166
	Iteration 8F: 3 clusters Score -1858111 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1859951.625000 Penalty: 3370.795166
	Iteration 9F: 3 clusters Score -1859952 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1861385.125000 Penalty: 3370.795166
	Iteration 10Q: 3 clusters Score -1861385 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1862287.625000 Penalty: 3370.795166
	Iteration 11Q: 3 clusters Score -1862288 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1862872.125000 Penalty: 3370.795166
	Iteration 12Q: 3 clusters Score -1862872 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1863213.500000 Penalty: 3370.795166
	Iteration 13Q: 3 clusters Score -1863214 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1863434.750000 Penalty: 3370.795166
	Iteration 14Q: 3 clusters Score -1863435 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1863548.250000 Penalty: 3370.795166
	Iteration 15Q: 3 clusters Score -1863548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1863613.750000 Penalty: 3370.795166
	Iteration 16Q: 3 clusters Score -1863614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1863673.500000 Penalty: 3370.795166
	Iteration 17Q: 3 clusters Score -1863674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1863709.375000 Penalty: 3370.795166
	Iteration 18Q: 3 clusters Score -1863709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1863724.625000 Penalty: 3370.795166
	Iteration 19Q: 3 clusters Score -1863725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1863737.875000 Penalty: 3370.795166
	Iteration 20F: 3 clusters Score -1863738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1863747.875000 Penalty: 3370.795166
	Iteration 21Q: 3 clusters Score -1863748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1863750.125000 Penalty: 3370.795166
	Iteration 22Q: 3 clusters Score -1863750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1863752.875000 Penalty: 3370.795166
	Iteration 23Q: 3 clusters Score -1863753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1863753.625000 Penalty: 3370.795166
	Iteration 24Q: 3 clusters Score -1863754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1863753.625000 Penalty: 3370.795166
	Iteration 25F: 3 clusters Score -1863754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Entering Unmasked Estep 
Score: -902314.562500 Penalty: 1579.751221
	Iteration 0F: 2 clusters Score -902314.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -890950.437500 Penalty: 3159.502441
	Iteration 0F: 3 clusters Score -890950.4 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -895289.562500 Penalty: 3159.502441
	Iteration 1F: 3 clusters Score -895289.6 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -896335.875000 Penalty: 3159.502441
	Iteration 2F: 3 clusters Score -896335.9 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -897857.187500 Penalty: 3159.502441
	Iteration 3F: 3 clusters Score -897857.2 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -899402.000000 Penalty: 3159.502441
	Iteration 4F: 3 clusters Score -899402 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -900559.875000 Penalty: 3159.502441
	Iteration 5F: 3 clusters Score -900559.9 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -901554.437500 Penalty: 3159.502441
	Iteration 6F: 3 clusters Score -901554.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -902398.750000 Penalty: 3159.502441
	Iteration 7F: 3 clusters Score -902398.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -903043.750000 Penalty: 3159.502441
	Iteration 8Q: 3 clusters Score -903043.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -903430.937500 Penalty: 3159.502441
	Iteration 9Q: 3 clusters Score -903430.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -903629.562500 Penalty: 3159.502441
	Iteration 10Q: 3 clusters Score -903629.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -903736.375000 Penalty: 3159.502441
	Iteration 11Q: 3 clusters Score -903736.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -903815.750000 Penalty: 3159.502441
	Iteration 12Q: 3 clusters Score -903815.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -903874.062500 Penalty: 3159.502441
	Iteration 13Q: 3 clusters Score -903874.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -903916.125000 Penalty: 3159.502441
	Iteration 14Q: 3 clusters Score -903916.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -903947.062500 Penalty: 3159.502441
	Iteration 15Q: 3 clusters Score -903947.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -903974.812500 Penalty: 3159.502441
	Iteration 16Q: 3 clusters Score -903974.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -903996.875000 Penalty: 3159.502441
	Iteration 17Q: 3 clusters Score -903996.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -904015.750000 Penalty: 3159.502441
	Iteration 18Q: 3 clusters Score -904015.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -904027.562500 Penalty: 3159.502441
	Iteration 19Q: 3 clusters Score -904027.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -904034.562500 Penalty: 3159.502441
	Iteration 20F: 3 clusters Score -904034.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -904040.062500 Penalty: 3159.502441
	Iteration 21Q: 3 clusters Score -904040.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -904046.250000 Penalty: 3159.502441
	Iteration 22Q: 3 clusters Score -904046.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -904046.375000 Penalty: 3159.502441
	Iteration 23Q: 3 clusters Score -904046.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -904050.875000 Penalty: 3159.502441
	Iteration 24Q: 3 clusters Score -904050.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -904051.875000 Penalty: 3159.502441
	Iteration 25Q: 3 clusters Score -904051.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -904056.125000 Penalty: 3159.502441
	Iteration 26Q: 3 clusters Score -904056.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -904057.312500 Penalty: 3159.502441
	Iteration 27Q: 3 clusters Score -904057.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -904054.500000 Penalty: 3159.502441
	Iteration 28Q: 3 clusters Score -904054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -904056.750000 Penalty: 3159.502441
	Iteration 29Q: 3 clusters Score -904056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -904058.500000 Penalty: 3159.502441
	Iteration 30Q: 3 clusters Score -904058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -904058.125000 Penalty: 3159.502441
	Iteration 31Q: 3 clusters Score -904058.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -904058.312500 Penalty: 3159.502441
	Iteration 32Q: 3 clusters Score -904058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -904057.937500 Penalty: 3159.502441
	Iteration 33Q: 3 clusters Score -904057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -904057.937500 Penalty: 3159.502441
	Iteration 34F: 3 clusters Score -904057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 11213 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 139254 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 52708 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 12204 members 
Mstep: Class 23 contains 13783 members 
Entering Unmasked Estep 
Score: -34091004.000000 Penalty: 49870.054688
Splitting cluster 6 changes total score from -34074708.000000 to -34091004.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (11213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Entering Unmasked Estep 
Score: -584953.312500 Penalty: 1515.284668
	Iteration 0F: 2 clusters Score -584953.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -577026.812500 Penalty: 3030.569336
	Iteration 0F: 3 clusters Score -577026.8 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -579989.375000 Penalty: 3030.569336
	Iteration 1F: 3 clusters Score -579989.4 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -580787.187500 Penalty: 3030.569336
	Iteration 2F: 3 clusters Score -580787.2 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -581760.000000 Penalty: 3030.569336
	Iteration 3F: 3 clusters Score -581760 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -582847.062500 Penalty: 3030.569336
	Iteration 4F: 3 clusters Score -582847.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -583741.750000 Penalty: 3030.569336
	Iteration 5F: 3 clusters Score -583741.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -584243.625000 Penalty: 3030.569336
	Iteration 6F: 3 clusters Score -584243.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -584625.875000 Penalty: 3030.569336
	Iteration 7Q: 3 clusters Score -584625.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -584911.250000 Penalty: 3030.569336
	Iteration 8Q: 3 clusters Score -584911.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -585104.437500 Penalty: 3030.569336
	Iteration 9Q: 3 clusters Score -585104.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -585230.937500 Penalty: 3030.569336
	Iteration 10Q: 3 clusters Score -585230.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -585334.625000 Penalty: 3030.569336
	Iteration 11Q: 3 clusters Score -585334.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -585409.125000 Penalty: 3030.569336
	Iteration 12Q: 3 clusters Score -585409.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -585463.937500 Penalty: 3030.569336
	Iteration 13Q: 3 clusters Score -585463.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -585510.562500 Penalty: 3030.569336
	Iteration 14Q: 3 clusters Score -585510.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -585548.375000 Penalty: 3030.569336
	Iteration 15Q: 3 clusters Score -585548.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -585574.562500 Penalty: 3030.569336
	Iteration 16Q: 3 clusters Score -585574.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -585602.750000 Penalty: 3030.569336
	Iteration 17Q: 3 clusters Score -585602.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -585625.312500 Penalty: 3030.569336
	Iteration 18Q: 3 clusters Score -585625.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -585645.500000 Penalty: 3030.569336
	Iteration 19Q: 3 clusters Score -585645.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -585680.500000 Penalty: 3030.569336
	Iteration 20F: 3 clusters Score -585680.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -585720.187500 Penalty: 3030.569336
	Iteration 21Q: 3 clusters Score -585720.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -585768.750000 Penalty: 3030.569336
	Iteration 22Q: 3 clusters Score -585768.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -585819.875000 Penalty: 3030.569336
	Iteration 23Q: 3 clusters Score -585819.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -585895.625000 Penalty: 3030.569336
	Iteration 24Q: 3 clusters Score -585895.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -586021.437500 Penalty: 3030.569336
	Iteration 25Q: 3 clusters Score -586021.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -586150.250000 Penalty: 3030.569336
	Iteration 26Q: 3 clusters Score -586150.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -586228.125000 Penalty: 3030.569336
	Iteration 27Q: 3 clusters Score -586228.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -586277.750000 Penalty: 3030.569336
	Iteration 28Q: 3 clusters Score -586277.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -586337.500000 Penalty: 3030.569336
	Iteration 29Q: 3 clusters Score -586337.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -586399.687500 Penalty: 3030.569336
	Iteration 30Q: 3 clusters Score -586399.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -586487.125000 Penalty: 3030.569336
	Iteration 31Q: 3 clusters Score -586487.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -586589.750000 Penalty: 3030.569336
	Iteration 32Q: 3 clusters Score -586589.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -586694.437500 Penalty: 3030.569336
	Iteration 33Q: 3 clusters Score -586694.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -586786.625000 Penalty: 3030.569336
	Iteration 34Q: 3 clusters Score -586786.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -586850.312500 Penalty: 3030.569336
	Iteration 35Q: 3 clusters Score -586850.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -586895.750000 Penalty: 3030.569336
	Iteration 36Q: 3 clusters Score -586895.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -586917.062500 Penalty: 3030.569336
	Iteration 37Q: 3 clusters Score -586917.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -586939.187500 Penalty: 3030.569336
	Iteration 38Q: 3 clusters Score -586939.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -586964.375000 Penalty: 3030.569336
	Iteration 39Q: 3 clusters Score -586964.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -586987.312500 Penalty: 3030.569336
	Iteration 40F: 3 clusters Score -586987.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -587004.187500 Penalty: 3030.569336
	Iteration 41Q: 3 clusters Score -587004.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -587022.000000 Penalty: 3030.569336
	Iteration 42Q: 3 clusters Score -587022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -587028.000000 Penalty: 3030.569336
	Iteration 43Q: 3 clusters Score -587028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -587032.625000 Penalty: 3030.569336
	Iteration 44Q: 3 clusters Score -587032.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -587034.562500 Penalty: 3030.569336
	Iteration 45Q: 3 clusters Score -587034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -587034.500000 Penalty: 3030.569336
	Iteration 46Q: 3 clusters Score -587034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -587035.312500 Penalty: 3030.569336
	Iteration 47Q: 3 clusters Score -587035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -587035.312500 Penalty: 3030.569336
	Iteration 48F: 3 clusters Score -587035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 139254 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 52708 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 12204 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 9977 members 
Entering Unmasked Estep 
Score: -34092400.000000 Penalty: 52038.320312
Splitting cluster 7 changes total score from -34074708.000000 to -34092400.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (43717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Entering Unmasked Estep 
Score: -2589112.500000 Penalty: 1736.392578
	Iteration 0F: 2 clusters Score -2589112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2559985.000000 Penalty: 3472.785156
	Iteration 0F: 3 clusters Score -2559985 nChanged 20451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2571465.250000 Penalty: 3472.785156
	Iteration 1F: 3 clusters Score -2571465 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -2572006.250000 Penalty: 3472.785156
	Iteration 2Q: 3 clusters Score -2572006 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2572666.500000 Penalty: 3472.785156
	Iteration 3Q: 3 clusters Score -2572666 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -2573650.250000 Penalty: 3472.785156
	Iteration 4Q: 3 clusters Score -2573650 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -2575114.500000 Penalty: 3472.785156
	Iteration 5F: 3 clusters Score -2575114 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -2577165.500000 Penalty: 3472.785156
	Iteration 6F: 3 clusters Score -2577166 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -2579429.500000 Penalty: 3472.785156
	Iteration 7F: 3 clusters Score -2579430 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -2581594.500000 Penalty: 3472.785156
	Iteration 8F: 3 clusters Score -2581594 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -2583162.250000 Penalty: 3472.785156
	Iteration 9Q: 3 clusters Score -2583162 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -2584285.250000 Penalty: 3472.785156
	Iteration 10Q: 3 clusters Score -2584285 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -2585064.750000 Penalty: 3472.785156
	Iteration 11Q: 3 clusters Score -2585065 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -2585629.250000 Penalty: 3472.785156
	Iteration 12Q: 3 clusters Score -2585629 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -2586049.500000 Penalty: 3472.785156
	Iteration 13Q: 3 clusters Score -2586050 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -2586356.750000 Penalty: 3472.785156
	Iteration 14Q: 3 clusters Score -2586357 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -2586615.250000 Penalty: 3472.785156
	Iteration 15Q: 3 clusters Score -2586615 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -2586813.000000 Penalty: 3472.785156
	Iteration 16Q: 3 clusters Score -2586813 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -2586964.250000 Penalty: 3472.785156
	Iteration 17Q: 3 clusters Score -2586964 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -2587085.000000 Penalty: 3472.785156
	Iteration 18Q: 3 clusters Score -2587085 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -2587189.750000 Penalty: 3472.785156
	Iteration 19Q: 3 clusters Score -2587190 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -2587277.250000 Penalty: 3472.785156
	Iteration 20F: 3 clusters Score -2587277 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -2587335.500000 Penalty: 3472.785156
	Iteration 21Q: 3 clusters Score -2587336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -2587393.750000 Penalty: 3472.785156
	Iteration 22Q: 3 clusters Score -2587394 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -2587434.250000 Penalty: 3472.785156
	Iteration 23Q: 3 clusters Score -2587434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -2587463.000000 Penalty: 3472.785156
	Iteration 24Q: 3 clusters Score -2587463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -2587483.750000 Penalty: 3472.785156
	Iteration 25Q: 3 clusters Score -2587484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -2587498.500000 Penalty: 3472.785156
	Iteration 26Q: 3 clusters Score -2587498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -2587503.000000 Penalty: 3472.785156
	Iteration 27Q: 3 clusters Score -2587503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -2587516.750000 Penalty: 3472.785156
	Iteration 28Q: 3 clusters Score -2587517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -2587517.500000 Penalty: 3472.785156
	Iteration 29Q: 3 clusters Score -2587518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -2587525.250000 Penalty: 3472.785156
	Iteration 30Q: 3 clusters Score -2587525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -2587526.500000 Penalty: 3472.785156
	Iteration 31Q: 3 clusters Score -2587526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -2587533.500000 Penalty: 3472.785156
	Iteration 32Q: 3 clusters Score -2587534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -2587533.250000 Penalty: 3472.785156
	Iteration 33Q: 3 clusters Score -2587533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -2587534.250000 Penalty: 3472.785156
	Iteration 34Q: 3 clusters Score -2587534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -2587535.750000 Penalty: 3472.785156
	Iteration 35Q: 3 clusters Score -2587536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -2587536.500000 Penalty: 3472.785156
	Iteration 36Q: 3 clusters Score -2587536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -2587535.250000 Penalty: 3472.785156
	Iteration 37Q: 3 clusters Score -2587535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -2587538.750000 Penalty: 3472.785156
	Iteration 38Q: 3 clusters Score -2587539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -2587541.000000 Penalty: 3472.785156
	Iteration 39Q: 3 clusters Score -2587541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -2587541.250000 Penalty: 3472.785156
	Iteration 40F: 3 clusters Score -2587541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -2587544.750000 Penalty: 3472.785156
	Iteration 41Q: 3 clusters Score -2587545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -2587549.250000 Penalty: 3472.785156
	Iteration 42Q: 3 clusters Score -2587549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -2587550.750000 Penalty: 3472.785156
	Iteration 43Q: 3 clusters Score -2587551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -2587550.750000 Penalty: 3472.785156
	Iteration 44Q: 3 clusters Score -2587551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -2587558.500000 Penalty: 3472.785156
	Iteration 45Q: 3 clusters Score -2587558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -2587561.250000 Penalty: 3472.785156
	Iteration 46Q: 3 clusters Score -2587561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -2587560.500000 Penalty: 3472.785156
	Iteration 47Q: 3 clusters Score -2587560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -2587564.500000 Penalty: 3472.785156
	Iteration 48Q: 3 clusters Score -2587564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -2587563.500000 Penalty: 3472.785156
	Iteration 49Q: 3 clusters Score -2587564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -2587568.250000 Penalty: 3472.785156
	Iteration 50Q: 3 clusters Score -2587568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -2587571.000000 Penalty: 3472.785156
	Iteration 51Q: 3 clusters Score -2587571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -2587569.500000 Penalty: 3472.785156
	Iteration 52Q: 3 clusters Score -2587570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -2587570.750000 Penalty: 3472.785156
	Iteration 53Q: 3 clusters Score -2587571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -2587572.750000 Penalty: 3472.785156
	Iteration 54Q: 3 clusters Score -2587573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -2587574.250000 Penalty: 3472.785156
	Iteration 55Q: 3 clusters Score -2587574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -2587573.750000 Penalty: 3472.785156
	Iteration 56Q: 3 clusters Score -2587574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -2587573.750000 Penalty: 3472.785156
	Iteration 57F: 3 clusters Score -2587574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Entering Unmasked Estep 
Score: -317984.531250 Penalty: 1405.335938
	Iteration 0F: 2 clusters Score -317984.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -313621.250000 Penalty: 2810.671875
	Iteration 0F: 3 clusters Score -313621.2 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -315495.312500 Penalty: 2810.671875
	Iteration 1F: 3 clusters Score -315495.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -316631.000000 Penalty: 2810.671875
	Iteration 2F: 3 clusters Score -316631 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -318088.406250 Penalty: 2810.671875
	Iteration 3F: 3 clusters Score -318088.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -319172.187500 Penalty: 2810.671875
	Iteration 4F: 3 clusters Score -319172.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -319360.250000 Penalty: 2810.671875
	Iteration 5Q: 3 clusters Score -319360.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -319408.062500 Penalty: 2810.671875
	Iteration 6Q: 3 clusters Score -319408.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -319435.625000 Penalty: 2810.671875
	Iteration 7Q: 3 clusters Score -319435.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -319456.687500 Penalty: 2810.671875
	Iteration 8Q: 3 clusters Score -319456.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -319471.312500 Penalty: 2810.671875
	Iteration 9Q: 3 clusters Score -319471.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -319479.906250 Penalty: 2810.671875
	Iteration 10Q: 3 clusters Score -319479.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -319485.500000 Penalty: 2810.671875
	Iteration 11Q: 3 clusters Score -319485.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -319491.468750 Penalty: 2810.671875
	Iteration 12Q: 3 clusters Score -319491.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -319496.656250 Penalty: 2810.671875
	Iteration 13Q: 3 clusters Score -319496.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -319500.812500 Penalty: 2810.671875
	Iteration 14Q: 3 clusters Score -319500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -319503.593750 Penalty: 2810.671875
	Iteration 15Q: 3 clusters Score -319503.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -319509.875000 Penalty: 2810.671875
	Iteration 16Q: 3 clusters Score -319509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -319513.375000 Penalty: 2810.671875
	Iteration 17Q: 3 clusters Score -319513.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -319516.781250 Penalty: 2810.671875
	Iteration 18Q: 3 clusters Score -319516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -319521.343750 Penalty: 2810.671875
	Iteration 19Q: 3 clusters Score -319521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -319526.062500 Penalty: 2810.671875
	Iteration 20F: 3 clusters Score -319526.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -319530.625000 Penalty: 2810.671875
	Iteration 21Q: 3 clusters Score -319530.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -319533.000000 Penalty: 2810.671875
	Iteration 22Q: 3 clusters Score -319533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -319538.000000 Penalty: 2810.671875
	Iteration 23Q: 3 clusters Score -319538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -319541.312500 Penalty: 2810.671875
	Iteration 24Q: 3 clusters Score -319541.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -319544.500000 Penalty: 2810.671875
	Iteration 25Q: 3 clusters Score -319544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -319545.000000 Penalty: 2810.671875
	Iteration 26Q: 3 clusters Score -319545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -319546.531250 Penalty: 2810.671875
	Iteration 27Q: 3 clusters Score -319546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -319547.281250 Penalty: 2810.671875
	Iteration 28Q: 3 clusters Score -319547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -319547.906250 Penalty: 2810.671875
	Iteration 29Q: 3 clusters Score -319547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -319547.906250 Penalty: 2810.671875
	Iteration 30F: 3 clusters Score -319547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 139254 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 52708 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 12204 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 9977 members 
Mstep: Class 25 contains 4013 members 
Entering Unmasked Estep 
Score: -34093176.000000 Penalty: 54206.582031
Splitting cluster 9 changes total score from -34074708.000000 to -34093176.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (33803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Entering Unmasked Estep 
Score: -1739391.750000 Penalty: 1694.599487
	Iteration 0F: 2 clusters Score -1739392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1716742.000000 Penalty: 3389.198975
	Iteration 0F: 3 clusters Score -1716742 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1726024.250000 Penalty: 3389.198975
	Iteration 1F: 3 clusters Score -1726024 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1726998.250000 Penalty: 3389.198975
	Iteration 2F: 3 clusters Score -1726998 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1728267.875000 Penalty: 3389.198975
	Iteration 3F: 3 clusters Score -1728268 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1729892.750000 Penalty: 3389.198975
	Iteration 4F: 3 clusters Score -1729893 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1731742.500000 Penalty: 3389.198975
	Iteration 5F: 3 clusters Score -1731742 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1733374.750000 Penalty: 3389.198975
	Iteration 6F: 3 clusters Score -1733375 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1734429.625000 Penalty: 3389.198975
	Iteration 7F: 3 clusters Score -1734430 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -1735043.625000 Penalty: 3389.198975
	Iteration 8Q: 3 clusters Score -1735044 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1735379.875000 Penalty: 3389.198975
	Iteration 9Q: 3 clusters Score -1735380 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1735549.625000 Penalty: 3389.198975
	Iteration 10Q: 3 clusters Score -1735550 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1735656.375000 Penalty: 3389.198975
	Iteration 11Q: 3 clusters Score -1735656 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1735711.500000 Penalty: 3389.198975
	Iteration 12Q: 3 clusters Score -1735712 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1735742.750000 Penalty: 3389.198975
	Iteration 13Q: 3 clusters Score -1735743 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1735774.375000 Penalty: 3389.198975
	Iteration 14Q: 3 clusters Score -1735774 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1735802.750000 Penalty: 3389.198975
	Iteration 15Q: 3 clusters Score -1735803 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1735827.250000 Penalty: 3389.198975
	Iteration 16Q: 3 clusters Score -1735827 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -1735848.375000 Penalty: 3389.198975
	Iteration 17Q: 3 clusters Score -1735848 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1735872.500000 Penalty: 3389.198975
	Iteration 18Q: 3 clusters Score -1735872 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1735903.500000 Penalty: 3389.198975
	Iteration 19Q: 3 clusters Score -1735904 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1735927.250000 Penalty: 3389.198975
	Iteration 20F: 3 clusters Score -1735927 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1735950.000000 Penalty: 3389.198975
	Iteration 21Q: 3 clusters Score -1735950 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1735962.500000 Penalty: 3389.198975
	Iteration 22Q: 3 clusters Score -1735962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1735982.625000 Penalty: 3389.198975
	Iteration 23Q: 3 clusters Score -1735983 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1735991.250000 Penalty: 3389.198975
	Iteration 24Q: 3 clusters Score -1735991 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1736001.125000 Penalty: 3389.198975
	Iteration 25Q: 3 clusters Score -1736001 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1736018.250000 Penalty: 3389.198975
	Iteration 26Q: 3 clusters Score -1736018 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -1736029.000000 Penalty: 3389.198975
	Iteration 27Q: 3 clusters Score -1736029 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1736032.250000 Penalty: 3389.198975
	Iteration 28Q: 3 clusters Score -1736032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -1736035.625000 Penalty: 3389.198975
	Iteration 29Q: 3 clusters Score -1736036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1736041.000000 Penalty: 3389.198975
	Iteration 30Q: 3 clusters Score -1736041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1736045.000000 Penalty: 3389.198975
	Iteration 31Q: 3 clusters Score -1736045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1736045.000000 Penalty: 3389.198975
	Iteration 32Q: 3 clusters Score -1736045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1736051.250000 Penalty: 3389.198975
	Iteration 33Q: 3 clusters Score -1736051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -1736055.000000 Penalty: 3389.198975
	Iteration 34Q: 3 clusters Score -1736055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1736057.375000 Penalty: 3389.198975
	Iteration 35Q: 3 clusters Score -1736057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1736061.000000 Penalty: 3389.198975
	Iteration 36Q: 3 clusters Score -1736061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1736061.375000 Penalty: 3389.198975
	Iteration 37Q: 3 clusters Score -1736061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -1736066.875000 Penalty: 3389.198975
	Iteration 38Q: 3 clusters Score -1736067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1736066.875000 Penalty: 3389.198975
	Iteration 39Q: 3 clusters Score -1736067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1736070.750000 Penalty: 3389.198975
	Iteration 40F: 3 clusters Score -1736071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1736068.000000 Penalty: 3389.198975
	Iteration 41Q: 3 clusters Score -1736068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1736069.000000 Penalty: 3389.198975
	Iteration 42Q: 3 clusters Score -1736069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1736069.500000 Penalty: 3389.198975
	Iteration 43Q: 3 clusters Score -1736070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1736068.625000 Penalty: 3389.198975
	Iteration 44Q: 3 clusters Score -1736069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1736075.000000 Penalty: 3389.198975
	Iteration 45Q: 3 clusters Score -1736075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1736077.125000 Penalty: 3389.198975
	Iteration 46Q: 3 clusters Score -1736077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1736080.500000 Penalty: 3389.198975
	Iteration 47Q: 3 clusters Score -1736080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1736083.000000 Penalty: 3389.198975
	Iteration 48Q: 3 clusters Score -1736083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1736086.875000 Penalty: 3389.198975
	Iteration 49Q: 3 clusters Score -1736087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1736083.750000 Penalty: 3389.198975
	Iteration 50Q: 3 clusters Score -1736084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1736082.625000 Penalty: 3389.198975
	Iteration 51Q: 3 clusters Score -1736083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1736081.375000 Penalty: 3389.198975
	Iteration 52Q: 3 clusters Score -1736081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1736093.250000 Penalty: 3389.198975
	Iteration 53Q: 3 clusters Score -1736093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1736090.000000 Penalty: 3389.198975
	Iteration 54Q: 3 clusters Score -1736090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1736089.750000 Penalty: 3389.198975
	Iteration 55Q: 3 clusters Score -1736090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -1736090.500000 Penalty: 3389.198975
	Iteration 56Q: 3 clusters Score -1736090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -1736097.125000 Penalty: 3389.198975
	Iteration 57Q: 3 clusters Score -1736097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1736100.000000 Penalty: 3389.198975
	Iteration 58Q: 3 clusters Score -1736100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1736100.500000 Penalty: 3389.198975
	Iteration 59Q: 3 clusters Score -1736100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1736105.500000 Penalty: 3389.198975
	Iteration 60F: 3 clusters Score -1736106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1736106.375000 Penalty: 3389.198975
	Iteration 61Q: 3 clusters Score -1736106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1736108.125000 Penalty: 3389.198975
	Iteration 62Q: 3 clusters Score -1736108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1736111.375000 Penalty: 3389.198975
	Iteration 63Q: 3 clusters Score -1736111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1736103.875000 Penalty: 3389.198975
	Iteration 64Q: 3 clusters Score -1736104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1736106.625000 Penalty: 3389.198975
	Iteration 65Q: 3 clusters Score -1736107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1736112.375000 Penalty: 3389.198975
	Iteration 66Q: 3 clusters Score -1736112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1736111.875000 Penalty: 3389.198975
	Iteration 67Q: 3 clusters Score -1736112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1736112.625000 Penalty: 3389.198975
	Iteration 68Q: 3 clusters Score -1736113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1736110.250000 Penalty: 3389.198975
	Iteration 69Q: 3 clusters Score -1736110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1736114.125000 Penalty: 3389.198975
	Iteration 70Q: 3 clusters Score -1736114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -1736112.000000 Penalty: 3389.198975
	Iteration 71Q: 3 clusters Score -1736112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1736115.875000 Penalty: 3389.198975
	Iteration 72Q: 3 clusters Score -1736116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1736117.125000 Penalty: 3389.198975
	Iteration 73Q: 3 clusters Score -1736117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1736116.375000 Penalty: 3389.198975
	Iteration 74Q: 3 clusters Score -1736116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1736119.125000 Penalty: 3389.198975
	Iteration 75Q: 3 clusters Score -1736119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1736113.250000 Penalty: 3389.198975
	Iteration 76Q: 3 clusters Score -1736113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1736113.250000 Penalty: 3389.198975
	Iteration 77Q: 3 clusters Score -1736113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1736114.875000 Penalty: 3389.198975
	Iteration 78Q: 3 clusters Score -1736115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1736111.625000 Penalty: 3389.198975
	Iteration 79Q: 3 clusters Score -1736112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1736112.375000 Penalty: 3389.198975
	Iteration 80F: 3 clusters Score -1736112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1736114.750000 Penalty: 3389.198975
	Iteration 81Q: 3 clusters Score -1736115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1736115.875000 Penalty: 3389.198975
	Iteration 82Q: 3 clusters Score -1736116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1736113.375000 Penalty: 3389.198975
	Iteration 83Q: 3 clusters Score -1736113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1736116.750000 Penalty: 3389.198975
	Iteration 84Q: 3 clusters Score -1736117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1736117.250000 Penalty: 3389.198975
	Iteration 85Q: 3 clusters Score -1736117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1736117.125000 Penalty: 3389.198975
	Iteration 86Q: 3 clusters Score -1736117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1736115.750000 Penalty: 3389.198975
	Iteration 87Q: 3 clusters Score -1736116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1736117.000000 Penalty: 3389.198975
	Iteration 88Q: 3 clusters Score -1736117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1736116.250000 Penalty: 3389.198975
	Iteration 89Q: 3 clusters Score -1736116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1736116.375000 Penalty: 3389.198975
	Iteration 90Q: 3 clusters Score -1736116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1736115.750000 Penalty: 3389.198975
	Iteration 91Q: 3 clusters Score -1736116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1736115.625000 Penalty: 3389.198975
	Iteration 92Q: 3 clusters Score -1736116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1736115.750000 Penalty: 3389.198975
	Iteration 93Q: 3 clusters Score -1736116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -1736115.500000 Penalty: 3389.198975
	Iteration 94Q: 3 clusters Score -1736116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1736117.375000 Penalty: 3389.198975
	Iteration 95Q: 3 clusters Score -1736117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1736117.875000 Penalty: 3389.198975
	Iteration 96Q: 3 clusters Score -1736118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -1736118.375000 Penalty: 3389.198975
	Iteration 97Q: 3 clusters Score -1736118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1736117.375000 Penalty: 3389.198975
	Iteration 98Q: 3 clusters Score -1736117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1736119.125000 Penalty: 3389.198975
	Iteration 99Q: 3 clusters Score -1736119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1736121.000000 Penalty: 3389.198975
	Iteration 100F: 3 clusters Score -1736121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1736121.125000 Penalty: 3389.198975
	Iteration 101Q: 3 clusters Score -1736121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1736121.875000 Penalty: 3389.198975
	Iteration 102Q: 3 clusters Score -1736122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1736121.875000 Penalty: 3389.198975
	Iteration 103F: 3 clusters Score -1736122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Entering Unmasked Estep 
Score: -1075998.750000 Penalty: 1598.551636
	Iteration 0F: 2 clusters Score -1075999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1063144.625000 Penalty: 3197.103271
	Iteration 0F: 3 clusters Score -1063145 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1067681.375000 Penalty: 3197.103271
	Iteration 1F: 3 clusters Score -1067681 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1068042.750000 Penalty: 3197.103271
	Iteration 2F: 3 clusters Score -1068043 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1068434.375000 Penalty: 3197.103271
	Iteration 3Q: 3 clusters Score -1068434 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1068884.375000 Penalty: 3197.103271
	Iteration 4Q: 3 clusters Score -1068884 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1069422.250000 Penalty: 3197.103271
	Iteration 5F: 3 clusters Score -1069422 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1070049.625000 Penalty: 3197.103271
	Iteration 6F: 3 clusters Score -1070050 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1070648.875000 Penalty: 3197.103271
	Iteration 7F: 3 clusters Score -1070649 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1071304.250000 Penalty: 3197.103271
	Iteration 8F: 3 clusters Score -1071304 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1072044.125000 Penalty: 3197.103271
	Iteration 9F: 3 clusters Score -1072044 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1072851.500000 Penalty: 3197.103271
	Iteration 10F: 3 clusters Score -1072852 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1073489.375000 Penalty: 3197.103271
	Iteration 11Q: 3 clusters Score -1073489 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1073870.250000 Penalty: 3197.103271
	Iteration 12Q: 3 clusters Score -1073870 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1074152.750000 Penalty: 3197.103271
	Iteration 13Q: 3 clusters Score -1074153 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1074389.875000 Penalty: 3197.103271
	Iteration 14Q: 3 clusters Score -1074390 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1074572.375000 Penalty: 3197.103271
	Iteration 15Q: 3 clusters Score -1074572 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1074709.625000 Penalty: 3197.103271
	Iteration 16Q: 3 clusters Score -1074710 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1074798.625000 Penalty: 3197.103271
	Iteration 17Q: 3 clusters Score -1074799 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1074881.750000 Penalty: 3197.103271
	Iteration 18Q: 3 clusters Score -1074882 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1074947.250000 Penalty: 3197.103271
	Iteration 19Q: 3 clusters Score -1074947 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1075001.500000 Penalty: 3197.103271
	Iteration 20F: 3 clusters Score -1075002 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1075059.000000 Penalty: 3197.103271
	Iteration 21Q: 3 clusters Score -1075059 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1075107.750000 Penalty: 3197.103271
	Iteration 22Q: 3 clusters Score -1075108 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1075142.875000 Penalty: 3197.103271
	Iteration 23Q: 3 clusters Score -1075143 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1075175.000000 Penalty: 3197.103271
	Iteration 24Q: 3 clusters Score -1075175 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1075201.250000 Penalty: 3197.103271
	Iteration 25Q: 3 clusters Score -1075201 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1075224.125000 Penalty: 3197.103271
	Iteration 26Q: 3 clusters Score -1075224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1075245.500000 Penalty: 3197.103271
	Iteration 27Q: 3 clusters Score -1075246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1075256.625000 Penalty: 3197.103271
	Iteration 28Q: 3 clusters Score -1075257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1075271.125000 Penalty: 3197.103271
	Iteration 29Q: 3 clusters Score -1075271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1075281.625000 Penalty: 3197.103271
	Iteration 30Q: 3 clusters Score -1075282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1075288.375000 Penalty: 3197.103271
	Iteration 31Q: 3 clusters Score -1075288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1075303.125000 Penalty: 3197.103271
	Iteration 32Q: 3 clusters Score -1075303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1075312.125000 Penalty: 3197.103271
	Iteration 33Q: 3 clusters Score -1075312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1075322.625000 Penalty: 3197.103271
	Iteration 34Q: 3 clusters Score -1075323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1075330.125000 Penalty: 3197.103271
	Iteration 35Q: 3 clusters Score -1075330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1075340.875000 Penalty: 3197.103271
	Iteration 36Q: 3 clusters Score -1075341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1075343.375000 Penalty: 3197.103271
	Iteration 37Q: 3 clusters Score -1075343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1075350.000000 Penalty: 3197.103271
	Iteration 38Q: 3 clusters Score -1075350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1075356.000000 Penalty: 3197.103271
	Iteration 39Q: 3 clusters Score -1075356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1075372.625000 Penalty: 3197.103271
	Iteration 40F: 3 clusters Score -1075373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1075383.875000 Penalty: 3197.103271
	Iteration 41Q: 3 clusters Score -1075384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1075394.375000 Penalty: 3197.103271
	Iteration 42Q: 3 clusters Score -1075394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1075408.750000 Penalty: 3197.103271
	Iteration 43Q: 3 clusters Score -1075409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1075421.875000 Penalty: 3197.103271
	Iteration 44Q: 3 clusters Score -1075422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1075435.875000 Penalty: 3197.103271
	Iteration 45Q: 3 clusters Score -1075436 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1075448.875000 Penalty: 3197.103271
	Iteration 46Q: 3 clusters Score -1075449 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1075466.625000 Penalty: 3197.103271
	Iteration 47Q: 3 clusters Score -1075467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1075483.375000 Penalty: 3197.103271
	Iteration 48Q: 3 clusters Score -1075483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1075487.000000 Penalty: 3197.103271
	Iteration 49Q: 3 clusters Score -1075487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1075494.875000 Penalty: 3197.103271
	Iteration 50Q: 3 clusters Score -1075495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1075498.375000 Penalty: 3197.103271
	Iteration 51Q: 3 clusters Score -1075498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1075502.375000 Penalty: 3197.103271
	Iteration 52Q: 3 clusters Score -1075502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1075501.375000 Penalty: 3197.103271
	Iteration 53Q: 3 clusters Score -1075501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1075501.625000 Penalty: 3197.103271
	Iteration 54Q: 3 clusters Score -1075502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1075505.125000 Penalty: 3197.103271
	Iteration 55Q: 3 clusters Score -1075505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1075507.000000 Penalty: 3197.103271
	Iteration 56Q: 3 clusters Score -1075507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1075507.500000 Penalty: 3197.103271
	Iteration 57Q: 3 clusters Score -1075508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1075510.625000 Penalty: 3197.103271
	Iteration 58Q: 3 clusters Score -1075511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1075512.000000 Penalty: 3197.103271
	Iteration 59Q: 3 clusters Score -1075512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1075511.000000 Penalty: 3197.103271
	Iteration 60F: 3 clusters Score -1075511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1075509.500000 Penalty: 3197.103271
	Iteration 61Q: 3 clusters Score -1075510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1075511.250000 Penalty: 3197.103271
	Iteration 62Q: 3 clusters Score -1075511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1075513.125000 Penalty: 3197.103271
	Iteration 63Q: 3 clusters Score -1075513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1075516.000000 Penalty: 3197.103271
	Iteration 64Q: 3 clusters Score -1075516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1075513.875000 Penalty: 3197.103271
	Iteration 65Q: 3 clusters Score -1075514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1075514.750000 Penalty: 3197.103271
	Iteration 66Q: 3 clusters Score -1075515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1075518.250000 Penalty: 3197.103271
	Iteration 67Q: 3 clusters Score -1075518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1075519.125000 Penalty: 3197.103271
	Iteration 68Q: 3 clusters Score -1075519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1075521.125000 Penalty: 3197.103271
	Iteration 69Q: 3 clusters Score -1075521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1075521.250000 Penalty: 3197.103271
	Iteration 70Q: 3 clusters Score -1075521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1075521.125000 Penalty: 3197.103271
	Iteration 71Q: 3 clusters Score -1075521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1075520.125000 Penalty: 3197.103271
	Iteration 72Q: 3 clusters Score -1075520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1075520.375000 Penalty: 3197.103271
	Iteration 73Q: 3 clusters Score -1075520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1075529.250000 Penalty: 3197.103271
	Iteration 74Q: 3 clusters Score -1075529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1075530.875000 Penalty: 3197.103271
	Iteration 75Q: 3 clusters Score -1075531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1075534.375000 Penalty: 3197.103271
	Iteration 76Q: 3 clusters Score -1075534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1075536.375000 Penalty: 3197.103271
	Iteration 77Q: 3 clusters Score -1075536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1075538.000000 Penalty: 3197.103271
	Iteration 78Q: 3 clusters Score -1075538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1075538.750000 Penalty: 3197.103271
	Iteration 79Q: 3 clusters Score -1075539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1075541.500000 Penalty: 3197.103271
	Iteration 80F: 3 clusters Score -1075542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1075541.500000 Penalty: 3197.103271
	Iteration 81Q: 3 clusters Score -1075542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1075541.375000 Penalty: 3197.103271
	Iteration 82Q: 3 clusters Score -1075541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1075543.125000 Penalty: 3197.103271
	Iteration 83Q: 3 clusters Score -1075543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1075543.125000 Penalty: 3197.103271
	Iteration 84F: 3 clusters Score -1075543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -171293.484375 Penalty: 1312.231689
	Iteration 0F: 2 clusters Score -171293.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -168461.953125 Penalty: 2624.463379
	Iteration 0F: 3 clusters Score -168462 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -169211.500000 Penalty: 2624.463379
	Iteration 1F: 3 clusters Score -169211.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -169408.921875 Penalty: 2624.463379
	Iteration 2F: 3 clusters Score -169408.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -169536.937500 Penalty: 2624.463379
	Iteration 3F: 3 clusters Score -169536.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -169623.546875 Penalty: 2624.463379
	Iteration 4Q: 3 clusters Score -169623.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -169696.781250 Penalty: 2624.463379
	Iteration 5Q: 3 clusters Score -169696.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -169761.687500 Penalty: 2624.463379
	Iteration 6Q: 3 clusters Score -169761.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -169827.281250 Penalty: 2624.463379
	Iteration 7Q: 3 clusters Score -169827.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -169895.750000 Penalty: 2624.463379
	Iteration 8Q: 3 clusters Score -169895.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -169963.906250 Penalty: 2624.463379
	Iteration 9Q: 3 clusters Score -169963.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -170022.718750 Penalty: 2624.463379
	Iteration 10Q: 3 clusters Score -170022.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -170076.953125 Penalty: 2624.463379
	Iteration 11Q: 3 clusters Score -170077 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -170128.359375 Penalty: 2624.463379
	Iteration 12Q: 3 clusters Score -170128.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -170170.156250 Penalty: 2624.463379
	Iteration 13Q: 3 clusters Score -170170.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -170198.718750 Penalty: 2624.463379
	Iteration 14Q: 3 clusters Score -170198.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -170215.500000 Penalty: 2624.463379
	Iteration 15Q: 3 clusters Score -170215.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -170223.937500 Penalty: 2624.463379
	Iteration 16Q: 3 clusters Score -170223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -170227.140625 Penalty: 2624.463379
	Iteration 17Q: 3 clusters Score -170227.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -170233.140625 Penalty: 2624.463379
	Iteration 18Q: 3 clusters Score -170233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -170242.375000 Penalty: 2624.463379
	Iteration 19Q: 3 clusters Score -170242.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -170249.140625 Penalty: 2624.463379
	Iteration 20F: 3 clusters Score -170249.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -170257.593750 Penalty: 2624.463379
	Iteration 21Q: 3 clusters Score -170257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -170268.031250 Penalty: 2624.463379
	Iteration 22Q: 3 clusters Score -170268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -170281.828125 Penalty: 2624.463379
	Iteration 23Q: 3 clusters Score -170281.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -170289.875000 Penalty: 2624.463379
	Iteration 24Q: 3 clusters Score -170289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -170294.468750 Penalty: 2624.463379
	Iteration 25Q: 3 clusters Score -170294.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -170300.109375 Penalty: 2624.463379
	Iteration 26Q: 3 clusters Score -170300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -170308.718750 Penalty: 2624.463379
	Iteration 27Q: 3 clusters Score -170308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -170319.281250 Penalty: 2624.463379
	Iteration 28Q: 3 clusters Score -170319.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -170328.609375 Penalty: 2624.463379
	Iteration 29Q: 3 clusters Score -170328.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -170336.500000 Penalty: 2624.463379
	Iteration 30Q: 3 clusters Score -170336.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -170340.578125 Penalty: 2624.463379
	Iteration 31Q: 3 clusters Score -170340.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -170343.921875 Penalty: 2624.463379
	Iteration 32Q: 3 clusters Score -170343.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -170347.187500 Penalty: 2624.463379
	Iteration 33Q: 3 clusters Score -170347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -170352.640625 Penalty: 2624.463379
	Iteration 34Q: 3 clusters Score -170352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -170356.343750 Penalty: 2624.463379
	Iteration 35Q: 3 clusters Score -170356.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -170360.828125 Penalty: 2624.463379
	Iteration 36Q: 3 clusters Score -170360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -170365.296875 Penalty: 2624.463379
	Iteration 37Q: 3 clusters Score -170365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -170366.312500 Penalty: 2624.463379
	Iteration 38Q: 3 clusters Score -170366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -170368.562500 Penalty: 2624.463379
	Iteration 39Q: 3 clusters Score -170368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -170376.156250 Penalty: 2624.463379
	Iteration 40F: 3 clusters Score -170376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -170380.796875 Penalty: 2624.463379
	Iteration 41Q: 3 clusters Score -170380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -170382.140625 Penalty: 2624.463379
	Iteration 42Q: 3 clusters Score -170382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -170382.765625 Penalty: 2624.463379
	Iteration 43Q: 3 clusters Score -170382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -170383.953125 Penalty: 2624.463379
	Iteration 44Q: 3 clusters Score -170384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -170383.953125 Penalty: 2624.463379
	Iteration 45F: 3 clusters Score -170384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Entering Unmasked Estep 
Score: -1172006.125000 Penalty: 1629.169800
	Iteration 0F: 2 clusters Score -1172006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1156648.875000 Penalty: 3258.339600
	Iteration 0F: 3 clusters Score -1156649 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1162897.375000 Penalty: 3258.339600
	Iteration 1F: 3 clusters Score -1162897 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1164041.500000 Penalty: 3258.339600
	Iteration 2F: 3 clusters Score -1164042 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1165192.375000 Penalty: 3258.339600
	Iteration 3F: 3 clusters Score -1165192 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1166330.375000 Penalty: 3258.339600
	Iteration 4F: 3 clusters Score -1166330 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1167359.875000 Penalty: 3258.339600
	Iteration 5F: 3 clusters Score -1167360 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1168378.250000 Penalty: 3258.339600
	Iteration 6F: 3 clusters Score -1168378 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1169327.500000 Penalty: 3258.339600
	Iteration 7F: 3 clusters Score -1169328 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1170316.750000 Penalty: 3258.339600
	Iteration 8F: 3 clusters Score -1170317 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1171288.500000 Penalty: 3258.339600
	Iteration 9Q: 3 clusters Score -1171288 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1172065.250000 Penalty: 3258.339600
	Iteration 10Q: 3 clusters Score -1172065 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1172637.875000 Penalty: 3258.339600
	Iteration 11Q: 3 clusters Score -1172638 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1173078.125000 Penalty: 3258.339600
	Iteration 12Q: 3 clusters Score -1173078 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1173422.000000 Penalty: 3258.339600
	Iteration 13Q: 3 clusters Score -1173422 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1173709.625000 Penalty: 3258.339600
	Iteration 14Q: 3 clusters Score -1173710 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1173896.625000 Penalty: 3258.339600
	Iteration 15Q: 3 clusters Score -1173897 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1173992.625000 Penalty: 3258.339600
	Iteration 16Q: 3 clusters Score -1173993 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1174041.375000 Penalty: 3258.339600
	Iteration 17Q: 3 clusters Score -1174041 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1174073.375000 Penalty: 3258.339600
	Iteration 18Q: 3 clusters Score -1174073 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1174109.000000 Penalty: 3258.339600
	Iteration 19Q: 3 clusters Score -1174109 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1174142.250000 Penalty: 3258.339600
	Iteration 20F: 3 clusters Score -1174142 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1174187.500000 Penalty: 3258.339600
	Iteration 21Q: 3 clusters Score -1174188 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1174233.875000 Penalty: 3258.339600
	Iteration 22Q: 3 clusters Score -1174234 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1174259.500000 Penalty: 3258.339600
	Iteration 23Q: 3 clusters Score -1174260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1174282.250000 Penalty: 3258.339600
	Iteration 24Q: 3 clusters Score -1174282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1174295.125000 Penalty: 3258.339600
	Iteration 25Q: 3 clusters Score -1174295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1174305.250000 Penalty: 3258.339600
	Iteration 26Q: 3 clusters Score -1174305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1174309.250000 Penalty: 3258.339600
	Iteration 27Q: 3 clusters Score -1174309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1174315.125000 Penalty: 3258.339600
	Iteration 28Q: 3 clusters Score -1174315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1174315.625000 Penalty: 3258.339600
	Iteration 29Q: 3 clusters Score -1174316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1174321.250000 Penalty: 3258.339600
	Iteration 30Q: 3 clusters Score -1174321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1174319.000000 Penalty: 3258.339600
	Iteration 31Q: 3 clusters Score -1174319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1174321.500000 Penalty: 3258.339600
	Iteration 32Q: 3 clusters Score -1174322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1174319.250000 Penalty: 3258.339600
	Iteration 33Q: 3 clusters Score -1174319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1174322.625000 Penalty: 3258.339600
	Iteration 34Q: 3 clusters Score -1174323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1174329.000000 Penalty: 3258.339600
	Iteration 35Q: 3 clusters Score -1174329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1174331.250000 Penalty: 3258.339600
	Iteration 36Q: 3 clusters Score -1174331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1174330.625000 Penalty: 3258.339600
	Iteration 37Q: 3 clusters Score -1174331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1174329.250000 Penalty: 3258.339600
	Iteration 38Q: 3 clusters Score -1174329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1174330.250000 Penalty: 3258.339600
	Iteration 39Q: 3 clusters Score -1174330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1174329.625000 Penalty: 3258.339600
	Iteration 40F: 3 clusters Score -1174330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1174332.750000 Penalty: 3258.339600
	Iteration 41Q: 3 clusters Score -1174333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1174329.875000 Penalty: 3258.339600
	Iteration 42Q: 3 clusters Score -1174330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1174331.000000 Penalty: 3258.339600
	Iteration 43Q: 3 clusters Score -1174331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1174330.875000 Penalty: 3258.339600
	Iteration 44Q: 3 clusters Score -1174331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1174333.250000 Penalty: 3258.339600
	Iteration 45Q: 3 clusters Score -1174333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1174333.375000 Penalty: 3258.339600
	Iteration 46Q: 3 clusters Score -1174333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1174332.125000 Penalty: 3258.339600
	Iteration 47Q: 3 clusters Score -1174332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1174330.750000 Penalty: 3258.339600
	Iteration 48Q: 3 clusters Score -1174331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1174330.750000 Penalty: 3258.339600
	Iteration 49F: 3 clusters Score -1174331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 139254 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 52708 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 12204 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 9977 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 5998 members 
Entering Unmasked Estep 
Score: -34094968.000000 Penalty: 56374.843750
Splitting cluster 13 changes total score from -34074708.000000 to -34094968.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (45716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Entering Unmasked Estep 
Score: -2628232.250000 Penalty: 1743.658081
	Iteration 0F: 2 clusters Score -2628232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2597493.000000 Penalty: 3487.316162
	Iteration 0F: 3 clusters Score -2597493 nChanged 21530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2610020.250000 Penalty: 3487.316162
	Iteration 1F: 3 clusters Score -2610020 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2610805.250000 Penalty: 3487.316162
	Iteration 2Q: 3 clusters Score -2610805 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2611857.750000 Penalty: 3487.316162
	Iteration 3Q: 3 clusters Score -2611858 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2613029.000000 Penalty: 3487.316162
	Iteration 4F: 3 clusters Score -2613029 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2614378.250000 Penalty: 3487.316162
	Iteration 5F: 3 clusters Score -2614378 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2615784.500000 Penalty: 3487.316162
	Iteration 6F: 3 clusters Score -2615784 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2617405.750000 Penalty: 3487.316162
	Iteration 7F: 3 clusters Score -2617406 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2619385.750000 Penalty: 3487.316162
	Iteration 8F: 3 clusters Score -2619386 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2621458.250000 Penalty: 3487.316162
	Iteration 9F: 3 clusters Score -2621458 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2623133.750000 Penalty: 3487.316162
	Iteration 10F: 3 clusters Score -2623134 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2624272.500000 Penalty: 3487.316162
	Iteration 11Q: 3 clusters Score -2624272 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2625019.250000 Penalty: 3487.316162
	Iteration 12Q: 3 clusters Score -2625019 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2625595.250000 Penalty: 3487.316162
	Iteration 13Q: 3 clusters Score -2625595 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2626064.250000 Penalty: 3487.316162
	Iteration 14Q: 3 clusters Score -2626064 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2626403.000000 Penalty: 3487.316162
	Iteration 15Q: 3 clusters Score -2626403 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2626639.000000 Penalty: 3487.316162
	Iteration 16Q: 3 clusters Score -2626639 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2626780.750000 Penalty: 3487.316162
	Iteration 17Q: 3 clusters Score -2626781 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2626889.500000 Penalty: 3487.316162
	Iteration 18Q: 3 clusters Score -2626890 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2626982.250000 Penalty: 3487.316162
	Iteration 19Q: 3 clusters Score -2626982 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2627034.000000 Penalty: 3487.316162
	Iteration 20F: 3 clusters Score -2627034 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2627083.500000 Penalty: 3487.316162
	Iteration 21Q: 3 clusters Score -2627084 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2627120.000000 Penalty: 3487.316162
	Iteration 22Q: 3 clusters Score -2627120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2627147.500000 Penalty: 3487.316162
	Iteration 23Q: 3 clusters Score -2627148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2627163.500000 Penalty: 3487.316162
	Iteration 24Q: 3 clusters Score -2627164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2627181.000000 Penalty: 3487.316162
	Iteration 25Q: 3 clusters Score -2627181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2627200.500000 Penalty: 3487.316162
	Iteration 26Q: 3 clusters Score -2627200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2627203.250000 Penalty: 3487.316162
	Iteration 27Q: 3 clusters Score -2627203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2627209.500000 Penalty: 3487.316162
	Iteration 28Q: 3 clusters Score -2627210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2627218.750000 Penalty: 3487.316162
	Iteration 29Q: 3 clusters Score -2627219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2627223.000000 Penalty: 3487.316162
	Iteration 30Q: 3 clusters Score -2627223 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2627231.000000 Penalty: 3487.316162
	Iteration 31Q: 3 clusters Score -2627231 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2627245.500000 Penalty: 3487.316162
	Iteration 32Q: 3 clusters Score -2627246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2627254.250000 Penalty: 3487.316162
	Iteration 33Q: 3 clusters Score -2627254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2627273.500000 Penalty: 3487.316162
	Iteration 34Q: 3 clusters Score -2627274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2627284.750000 Penalty: 3487.316162
	Iteration 35Q: 3 clusters Score -2627285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2627303.000000 Penalty: 3487.316162
	Iteration 36Q: 3 clusters Score -2627303 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2627311.750000 Penalty: 3487.316162
	Iteration 37Q: 3 clusters Score -2627312 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2627336.500000 Penalty: 3487.316162
	Iteration 38Q: 3 clusters Score -2627336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2627336.000000 Penalty: 3487.316162
	Iteration 39Q: 3 clusters Score -2627336 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2627362.000000 Penalty: 3487.316162
	Iteration 40F: 3 clusters Score -2627362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2627379.750000 Penalty: 3487.316162
	Iteration 41Q: 3 clusters Score -2627380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2627400.000000 Penalty: 3487.316162
	Iteration 42Q: 3 clusters Score -2627400 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2627417.750000 Penalty: 3487.316162
	Iteration 43Q: 3 clusters Score -2627418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2627429.750000 Penalty: 3487.316162
	Iteration 44Q: 3 clusters Score -2627430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2627440.750000 Penalty: 3487.316162
	Iteration 45Q: 3 clusters Score -2627441 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2627448.500000 Penalty: 3487.316162
	Iteration 46Q: 3 clusters Score -2627448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2627456.500000 Penalty: 3487.316162
	Iteration 47Q: 3 clusters Score -2627456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2627460.000000 Penalty: 3487.316162
	Iteration 48Q: 3 clusters Score -2627460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2627477.250000 Penalty: 3487.316162
	Iteration 49Q: 3 clusters Score -2627477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2627480.250000 Penalty: 3487.316162
	Iteration 50Q: 3 clusters Score -2627480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2627487.750000 Penalty: 3487.316162
	Iteration 51Q: 3 clusters Score -2627488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2627493.750000 Penalty: 3487.316162
	Iteration 52Q: 3 clusters Score -2627494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2627513.000000 Penalty: 3487.316162
	Iteration 53Q: 3 clusters Score -2627513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2627519.000000 Penalty: 3487.316162
	Iteration 54Q: 3 clusters Score -2627519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2627532.250000 Penalty: 3487.316162
	Iteration 55Q: 3 clusters Score -2627532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2627532.000000 Penalty: 3487.316162
	Iteration 56Q: 3 clusters Score -2627532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2627531.500000 Penalty: 3487.316162
	Iteration 57Q: 3 clusters Score -2627532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2627536.500000 Penalty: 3487.316162
	Iteration 58Q: 3 clusters Score -2627536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2627537.250000 Penalty: 3487.316162
	Iteration 59Q: 3 clusters Score -2627537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2627536.750000 Penalty: 3487.316162
	Iteration 60F: 3 clusters Score -2627537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2627542.750000 Penalty: 3487.316162
	Iteration 61Q: 3 clusters Score -2627543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2627546.500000 Penalty: 3487.316162
	Iteration 62Q: 3 clusters Score -2627546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2627543.750000 Penalty: 3487.316162
	Iteration 63Q: 3 clusters Score -2627544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2627546.750000 Penalty: 3487.316162
	Iteration 64Q: 3 clusters Score -2627547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2627553.500000 Penalty: 3487.316162
	Iteration 65Q: 3 clusters Score -2627554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2627556.250000 Penalty: 3487.316162
	Iteration 66Q: 3 clusters Score -2627556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2627554.000000 Penalty: 3487.316162
	Iteration 67Q: 3 clusters Score -2627554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2627555.500000 Penalty: 3487.316162
	Iteration 68Q: 3 clusters Score -2627556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2627559.500000 Penalty: 3487.316162
	Iteration 69Q: 3 clusters Score -2627560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2627564.250000 Penalty: 3487.316162
	Iteration 70Q: 3 clusters Score -2627564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2627572.500000 Penalty: 3487.316162
	Iteration 71Q: 3 clusters Score -2627572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2627569.000000 Penalty: 3487.316162
	Iteration 72Q: 3 clusters Score -2627569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2627570.000000 Penalty: 3487.316162
	Iteration 73Q: 3 clusters Score -2627570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2627571.750000 Penalty: 3487.316162
	Iteration 74Q: 3 clusters Score -2627572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2627577.000000 Penalty: 3487.316162
	Iteration 75Q: 3 clusters Score -2627577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2627580.750000 Penalty: 3487.316162
	Iteration 76Q: 3 clusters Score -2627581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2627588.000000 Penalty: 3487.316162
	Iteration 77Q: 3 clusters Score -2627588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2627584.000000 Penalty: 3487.316162
	Iteration 78Q: 3 clusters Score -2627584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2627586.250000 Penalty: 3487.316162
	Iteration 79Q: 3 clusters Score -2627586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2627590.500000 Penalty: 3487.316162
	Iteration 80F: 3 clusters Score -2627590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2627588.750000 Penalty: 3487.316162
	Iteration 81Q: 3 clusters Score -2627589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2627588.250000 Penalty: 3487.316162
	Iteration 82Q: 3 clusters Score -2627588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2627585.750000 Penalty: 3487.316162
	Iteration 83Q: 3 clusters Score -2627586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2627585.750000 Penalty: 3487.316162
	Iteration 84F: 3 clusters Score -2627586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Entering Unmasked Estep 
Score: -1667221.875000 Penalty: 1674.580688
	Iteration 0F: 2 clusters Score -1667222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1647024.375000 Penalty: 3349.161377
	Iteration 0F: 3 clusters Score -1647024 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1654978.625000 Penalty: 3349.161377
	Iteration 1F: 3 clusters Score -1654979 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1655469.500000 Penalty: 3349.161377
	Iteration 2Q: 3 clusters Score -1655470 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1656060.875000 Penalty: 3349.161377
	Iteration 3Q: 3 clusters Score -1656061 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1656964.375000 Penalty: 3349.161377
	Iteration 4F: 3 clusters Score -1656964 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1658267.125000 Penalty: 3349.161377
	Iteration 5F: 3 clusters Score -1658267 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1659990.375000 Penalty: 3349.161377
	Iteration 6F: 3 clusters Score -1659990 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1661802.375000 Penalty: 3349.161377
	Iteration 7F: 3 clusters Score -1661802 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1663380.000000 Penalty: 3349.161377
	Iteration 8F: 3 clusters Score -1663380 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1664670.500000 Penalty: 3349.161377
	Iteration 9F: 3 clusters Score -1664670 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1665469.500000 Penalty: 3349.161377
	Iteration 10Q: 3 clusters Score -1665470 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1665967.125000 Penalty: 3349.161377
	Iteration 11Q: 3 clusters Score -1665967 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1666253.875000 Penalty: 3349.161377
	Iteration 12Q: 3 clusters Score -1666254 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1666452.875000 Penalty: 3349.161377
	Iteration 13Q: 3 clusters Score -1666453 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1666566.875000 Penalty: 3349.161377
	Iteration 14Q: 3 clusters Score -1666567 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1666623.125000 Penalty: 3349.161377
	Iteration 15Q: 3 clusters Score -1666623 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1666638.125000 Penalty: 3349.161377
	Iteration 16Q: 3 clusters Score -1666638 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1666662.500000 Penalty: 3349.161377
	Iteration 17Q: 3 clusters Score -1666662 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1666675.125000 Penalty: 3349.161377
	Iteration 18Q: 3 clusters Score -1666675 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -1666690.000000 Penalty: 3349.161377
	Iteration 19Q: 3 clusters Score -1666690 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1666703.125000 Penalty: 3349.161377
	Iteration 20F: 3 clusters Score -1666703 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1666713.250000 Penalty: 3349.161377
	Iteration 21Q: 3 clusters Score -1666713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1666718.125000 Penalty: 3349.161377
	Iteration 22Q: 3 clusters Score -1666718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1666724.125000 Penalty: 3349.161377
	Iteration 23Q: 3 clusters Score -1666724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1666728.000000 Penalty: 3349.161377
	Iteration 24Q: 3 clusters Score -1666728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1666721.375000 Penalty: 3349.161377
	Iteration 25Q: 3 clusters Score -1666721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1666732.125000 Penalty: 3349.161377
	Iteration 26Q: 3 clusters Score -1666732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1666734.000000 Penalty: 3349.161377
	Iteration 27Q: 3 clusters Score -1666734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1666740.000000 Penalty: 3349.161377
	Iteration 28Q: 3 clusters Score -1666740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -1666741.875000 Penalty: 3349.161377
	Iteration 29Q: 3 clusters Score -1666742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1666743.375000 Penalty: 3349.161377
	Iteration 30Q: 3 clusters Score -1666743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -1666749.250000 Penalty: 3349.161377
	Iteration 31Q: 3 clusters Score -1666749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1666747.500000 Penalty: 3349.161377
	Iteration 32Q: 3 clusters Score -1666748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1666749.375000 Penalty: 3349.161377
	Iteration 33Q: 3 clusters Score -1666749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -1666752.250000 Penalty: 3349.161377
	Iteration 34Q: 3 clusters Score -1666752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1666752.375000 Penalty: 3349.161377
	Iteration 35Q: 3 clusters Score -1666752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1666757.625000 Penalty: 3349.161377
	Iteration 36Q: 3 clusters Score -1666758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1666755.625000 Penalty: 3349.161377
	Iteration 37Q: 3 clusters Score -1666756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1666757.000000 Penalty: 3349.161377
	Iteration 38Q: 3 clusters Score -1666757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1666760.500000 Penalty: 3349.161377
	Iteration 39Q: 3 clusters Score -1666760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1666761.000000 Penalty: 3349.161377
	Iteration 40F: 3 clusters Score -1666761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1666762.875000 Penalty: 3349.161377
	Iteration 41Q: 3 clusters Score -1666763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1666760.000000 Penalty: 3349.161377
	Iteration 42Q: 3 clusters Score -1666760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -1666758.000000 Penalty: 3349.161377
	Iteration 43Q: 3 clusters Score -1666758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -1666758.375000 Penalty: 3349.161377
	Iteration 44Q: 3 clusters Score -1666758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -1666755.500000 Penalty: 3349.161377
	Iteration 45Q: 3 clusters Score -1666756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1666759.875000 Penalty: 3349.161377
	Iteration 46Q: 3 clusters Score -1666760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1666758.250000 Penalty: 3349.161377
	Iteration 47Q: 3 clusters Score -1666758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1666758.625000 Penalty: 3349.161377
	Iteration 48Q: 3 clusters Score -1666759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1666758.625000 Penalty: 3349.161377
	Iteration 49Q: 3 clusters Score -1666759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1666759.500000 Penalty: 3349.161377
	Iteration 50Q: 3 clusters Score -1666760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1666759.125000 Penalty: 3349.161377
	Iteration 51Q: 3 clusters Score -1666759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1666761.375000 Penalty: 3349.161377
	Iteration 52Q: 3 clusters Score -1666761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1666759.750000 Penalty: 3349.161377
	Iteration 53Q: 3 clusters Score -1666760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1666759.750000 Penalty: 3349.161377
	Iteration 54F: 3 clusters Score -1666760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Entering Unmasked Estep 
Score: -270348.437500 Penalty: 1422.191772
	Iteration 0F: 2 clusters Score -270348.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -265558.906250 Penalty: 2844.383545
	Iteration 0F: 3 clusters Score -265558.9 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -267245.062500 Penalty: 2844.383545
	Iteration 1F: 3 clusters Score -267245.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -268070.343750 Penalty: 2844.383545
	Iteration 2F: 3 clusters Score -268070.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -269069.250000 Penalty: 2844.383545
	Iteration 3F: 3 clusters Score -269069.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -269731.750000 Penalty: 2844.383545
	Iteration 4F: 3 clusters Score -269731.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -270249.593750 Penalty: 2844.383545
	Iteration 5F: 3 clusters Score -270249.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -270532.406250 Penalty: 2844.383545
	Iteration 6F: 3 clusters Score -270532.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -270696.656250 Penalty: 2844.383545
	Iteration 7Q: 3 clusters Score -270696.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -270807.312500 Penalty: 2844.383545
	Iteration 8Q: 3 clusters Score -270807.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -270913.343750 Penalty: 2844.383545
	Iteration 9Q: 3 clusters Score -270913.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -270980.375000 Penalty: 2844.383545
	Iteration 10Q: 3 clusters Score -270980.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -271004.000000 Penalty: 2844.383545
	Iteration 11Q: 3 clusters Score -271004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -271014.343750 Penalty: 2844.383545
	Iteration 12Q: 3 clusters Score -271014.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -271020.125000 Penalty: 2844.383545
	Iteration 13Q: 3 clusters Score -271020.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -271021.718750 Penalty: 2844.383545
	Iteration 14Q: 3 clusters Score -271021.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -271022.531250 Penalty: 2844.383545
	Iteration 15Q: 3 clusters Score -271022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -271023.000000 Penalty: 2844.383545
	Iteration 16Q: 3 clusters Score -271023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -271024.375000 Penalty: 2844.383545
	Iteration 17Q: 3 clusters Score -271024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -271025.500000 Penalty: 2844.383545
	Iteration 18Q: 3 clusters Score -271025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -271025.656250 Penalty: 2844.383545
	Iteration 19Q: 3 clusters Score -271025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -271026.281250 Penalty: 2844.383545
	Iteration 20F: 3 clusters Score -271026.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -271027.500000 Penalty: 2844.383545
	Iteration 21Q: 3 clusters Score -271027.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -271027.625000 Penalty: 2844.383545
	Iteration 22Q: 3 clusters Score -271027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -271028.406250 Penalty: 2844.383545
	Iteration 23Q: 3 clusters Score -271028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -271028.187500 Penalty: 2844.383545
	Iteration 24Q: 3 clusters Score -271028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -271028.500000 Penalty: 2844.383545
	Iteration 25Q: 3 clusters Score -271028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -271028.562500 Penalty: 2844.383545
	Iteration 26Q: 3 clusters Score -271028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -271028.312500 Penalty: 2844.383545
	Iteration 27Q: 3 clusters Score -271028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -271028.906250 Penalty: 2844.383545
	Iteration 28Q: 3 clusters Score -271028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -271028.906250 Penalty: 2844.383545
	Iteration 29F: 3 clusters Score -271028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 139254 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 52708 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 12204 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 9977 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 4281 members 
Entering Unmasked Estep 
Score: -34095004.000000 Penalty: 58543.109375
Splitting cluster 17 changes total score from -34074708.000000 to -34095004.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -305611.156250 Penalty: 1379.729614
	Iteration 0F: 2 clusters Score -305611.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -301682.375000 Penalty: 2759.459229
	Iteration 0F: 3 clusters Score -301682.4 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -302769.468750 Penalty: 2759.459229
	Iteration 1F: 3 clusters Score -302769.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -302912.718750 Penalty: 2759.459229
	Iteration 2F: 3 clusters Score -302912.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -302993.468750 Penalty: 2759.459229
	Iteration 3Q: 3 clusters Score -302993.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -303047.625000 Penalty: 2759.459229
	Iteration 4Q: 3 clusters Score -303047.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -303085.000000 Penalty: 2759.459229
	Iteration 5Q: 3 clusters Score -303085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -303114.843750 Penalty: 2759.459229
	Iteration 6Q: 3 clusters Score -303114.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -303145.375000 Penalty: 2759.459229
	Iteration 7Q: 3 clusters Score -303145.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -303165.531250 Penalty: 2759.459229
	Iteration 8Q: 3 clusters Score -303165.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -303181.968750 Penalty: 2759.459229
	Iteration 9Q: 3 clusters Score -303182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -303203.218750 Penalty: 2759.459229
	Iteration 10Q: 3 clusters Score -303203.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -303226.125000 Penalty: 2759.459229
	Iteration 11Q: 3 clusters Score -303226.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -303247.281250 Penalty: 2759.459229
	Iteration 12Q: 3 clusters Score -303247.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -303267.656250 Penalty: 2759.459229
	Iteration 13Q: 3 clusters Score -303267.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -303286.218750 Penalty: 2759.459229
	Iteration 14Q: 3 clusters Score -303286.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -303305.437500 Penalty: 2759.459229
	Iteration 15Q: 3 clusters Score -303305.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -303322.593750 Penalty: 2759.459229
	Iteration 16Q: 3 clusters Score -303322.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -303343.000000 Penalty: 2759.459229
	Iteration 17Q: 3 clusters Score -303343 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -303364.500000 Penalty: 2759.459229
	Iteration 18Q: 3 clusters Score -303364.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -303387.187500 Penalty: 2759.459229
	Iteration 19Q: 3 clusters Score -303387.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -303420.562500 Penalty: 2759.459229
	Iteration 20F: 3 clusters Score -303420.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -303463.093750 Penalty: 2759.459229
	Iteration 21Q: 3 clusters Score -303463.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -303537.218750 Penalty: 2759.459229
	Iteration 22Q: 3 clusters Score -303537.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -303615.031250 Penalty: 2759.459229
	Iteration 23Q: 3 clusters Score -303615 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -303686.968750 Penalty: 2759.459229
	Iteration 24Q: 3 clusters Score -303687 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -303771.125000 Penalty: 2759.459229
	Iteration 25Q: 3 clusters Score -303771.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303858.781250 Penalty: 2759.459229
	Iteration 26Q: 3 clusters Score -303858.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -303932.656250 Penalty: 2759.459229
	Iteration 27Q: 3 clusters Score -303932.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -304028.093750 Penalty: 2759.459229
	Iteration 28Q: 3 clusters Score -304028.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -304109.125000 Penalty: 2759.459229
	Iteration 29Q: 3 clusters Score -304109.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -304181.250000 Penalty: 2759.459229
	Iteration 30Q: 3 clusters Score -304181.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -304229.687500 Penalty: 2759.459229
	Iteration 31Q: 3 clusters Score -304229.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -304259.875000 Penalty: 2759.459229
	Iteration 32Q: 3 clusters Score -304259.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -304275.906250 Penalty: 2759.459229
	Iteration 33Q: 3 clusters Score -304275.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -304286.062500 Penalty: 2759.459229
	Iteration 34Q: 3 clusters Score -304286.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -304297.000000 Penalty: 2759.459229
	Iteration 35Q: 3 clusters Score -304297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -304306.468750 Penalty: 2759.459229
	Iteration 36Q: 3 clusters Score -304306.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -304317.375000 Penalty: 2759.459229
	Iteration 37Q: 3 clusters Score -304317.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -304325.781250 Penalty: 2759.459229
	Iteration 38Q: 3 clusters Score -304325.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -304332.000000 Penalty: 2759.459229
	Iteration 39Q: 3 clusters Score -304332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -304335.531250 Penalty: 2759.459229
	Iteration 40F: 3 clusters Score -304335.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -304341.531250 Penalty: 2759.459229
	Iteration 41Q: 3 clusters Score -304341.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -304344.468750 Penalty: 2759.459229
	Iteration 42Q: 3 clusters Score -304344.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -304346.750000 Penalty: 2759.459229
	Iteration 43Q: 3 clusters Score -304346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -304346.968750 Penalty: 2759.459229
	Iteration 44Q: 3 clusters Score -304347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -304347.500000 Penalty: 2759.459229
	Iteration 45Q: 3 clusters Score -304347.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -304347.500000 Penalty: 2759.459229
	Iteration 46F: 3 clusters Score -304347.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Entering Unmasked Estep 
Score: -304695.968750 Penalty: 1394.764771
	Iteration 0F: 2 clusters Score -304696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -300485.031250 Penalty: 2789.529541
	Iteration 0F: 3 clusters Score -300485 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -301877.812500 Penalty: 2789.529541
	Iteration 1F: 3 clusters Score -301877.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -302271.625000 Penalty: 2789.529541
	Iteration 2F: 3 clusters Score -302271.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -302600.156250 Penalty: 2789.529541
	Iteration 3F: 3 clusters Score -302600.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -302895.031250 Penalty: 2789.529541
	Iteration 4F: 3 clusters Score -302895 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -303182.156250 Penalty: 2789.529541
	Iteration 5F: 3 clusters Score -303182.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -303466.812500 Penalty: 2789.529541
	Iteration 6F: 3 clusters Score -303466.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -303849.968750 Penalty: 2789.529541
	Iteration 7F: 3 clusters Score -303850 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -304213.750000 Penalty: 2789.529541
	Iteration 8F: 3 clusters Score -304213.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -304469.281250 Penalty: 2789.529541
	Iteration 9Q: 3 clusters Score -304469.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -304617.218750 Penalty: 2789.529541
	Iteration 10Q: 3 clusters Score -304617.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -304685.281250 Penalty: 2789.529541
	Iteration 11Q: 3 clusters Score -304685.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -304744.531250 Penalty: 2789.529541
	Iteration 12Q: 3 clusters Score -304744.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -304796.968750 Penalty: 2789.529541
	Iteration 13Q: 3 clusters Score -304797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -304830.593750 Penalty: 2789.529541
	Iteration 14Q: 3 clusters Score -304830.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -304868.125000 Penalty: 2789.529541
	Iteration 15Q: 3 clusters Score -304868.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -304895.718750 Penalty: 2789.529541
	Iteration 16Q: 3 clusters Score -304895.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -304911.968750 Penalty: 2789.529541
	Iteration 17Q: 3 clusters Score -304912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -304924.281250 Penalty: 2789.529541
	Iteration 18Q: 3 clusters Score -304924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -304930.468750 Penalty: 2789.529541
	Iteration 19Q: 3 clusters Score -304930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -304934.312500 Penalty: 2789.529541
	Iteration 20F: 3 clusters Score -304934.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -304939.562500 Penalty: 2789.529541
	Iteration 21Q: 3 clusters Score -304939.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -304943.906250 Penalty: 2789.529541
	Iteration 22Q: 3 clusters Score -304943.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -304947.531250 Penalty: 2789.529541
	Iteration 23Q: 3 clusters Score -304947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -304950.656250 Penalty: 2789.529541
	Iteration 24Q: 3 clusters Score -304950.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -304952.437500 Penalty: 2789.529541
	Iteration 25Q: 3 clusters Score -304952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -304952.937500 Penalty: 2789.529541
	Iteration 26Q: 3 clusters Score -304952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -304952.625000 Penalty: 2789.529541
	Iteration 27Q: 3 clusters Score -304952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -304952.312500 Penalty: 2789.529541
	Iteration 28Q: 3 clusters Score -304952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -304952.312500 Penalty: 2789.529541
	Iteration 29F: 3 clusters Score -304952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 139254 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 52708 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 12204 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 9977 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 4281 members 
Mstep: Class 28 contains 992 members 
Entering Unmasked Estep 
Score: -34094428.000000 Penalty: 60711.371094
Splitting cluster 19 changes total score from -34074708.000000 to -34094428.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 43717 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 33803 members 
Mstep: Class 11 contains 18718 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 4349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34104480.000000 Penalty: 60711.371094
Iteration 39Q: 29 clusters Score -3.410448e+07 nChanged 18723
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 112317 members 
Mstep: Class 3 contains 6750 members 
Mstep: Class 4 contains 11952 members 
Mstep: Class 5 contains 32873 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 44154 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 35697 members 
Mstep: Class 11 contains 18952 members 
Mstep: Class 12 contains 3238 members 
Mstep: Class 13 contains 17444 members 
Mstep: Class 14 contains 45823 members 
Mstep: Class 15 contains 29508 members 
Mstep: Class 16 contains 138574 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 4426 members 
Mstep: Class 20 contains 50673 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 13353 members 
Mstep: Class 24 contains 9392 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 5720 members 
Mstep: Class 27 contains 4066 members 
Mstep: Class 28 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34111784.000000 Penalty: 60711.371094
Iteration 40F: 29 clusters Score -3.411178e+07 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 111282 members 
Mstep: Class 3 contains 6640 members 
Mstep: Class 4 contains 12012 members 
Mstep: Class 5 contains 33459 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 8 contains 44268 members 
Mstep: Class 9 contains 1782 members 
Mstep: Class 10 contains 36253 members 
Mstep: Class 11 contains 18834 members 
Mstep: Class 12 contains 3216 members 
Mstep: Class 13 contains 17661 members 
Mstep: Class 14 contains 45459 members 
Mstep: Class 15 contains 28674 members 
Mstep: Class 16 contains 138333 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 50553 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 22 contains 12105 members 
Mstep: Class 23 contains 13832 members 
Mstep: Class 24 contains 9245 members 
Mstep: Class 25 contains 3943 members 
Mstep: Class 26 contains 5730 members 
Mstep: Class 27 contains 4326 members 
Mstep: Class 28 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114136.000000 Penalty: 60711.371094
Iteration 41Q: 29 clusters Score -3.411414e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 110663 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 33973 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 44488 members 
Mstep: Class 9 contains 1790 members 
Mstep: Class 10 contains 36829 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 3218 members 
Mstep: Class 13 contains 17913 members 
Mstep: Class 14 contains 45122 members 
Mstep: Class 15 contains 27848 members 
Mstep: Class 16 contains 138171 members 
Mstep: Class 17 contains 2016 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 50203 members 
Mstep: Class 21 contains 2118 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 14097 members 
Mstep: Class 24 contains 9104 members 
Mstep: Class 25 contains 3969 members 
Mstep: Class 26 contains 5743 members 
Mstep: Class 27 contains 4435 members 
Mstep: Class 28 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115840.000000 Penalty: 60711.371094
Iteration 42Q: 29 clusters Score -3.411584e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 110210 members 
Mstep: Class 3 contains 6531 members 
Mstep: Class 4 contains 12084 members 
Mstep: Class 5 contains 34462 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 44724 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 37357 members 
Mstep: Class 11 contains 18724 members 
Mstep: Class 12 contains 3229 members 
Mstep: Class 13 contains 18048 members 
Mstep: Class 14 contains 44850 members 
Mstep: Class 15 contains 27053 members 
Mstep: Class 16 contains 138081 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 49870 members 
Mstep: Class 21 contains 2113 members 
Mstep: Class 22 contains 12469 members 
Mstep: Class 23 contains 14272 members 
Mstep: Class 24 contains 9001 members 
Mstep: Class 25 contains 3977 members 
Mstep: Class 26 contains 5761 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116744.000000 Penalty: 60711.371094
Iteration 43Q: 29 clusters Score -3.411674e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 109826 members 
Mstep: Class 3 contains 6483 members 
Mstep: Class 4 contains 12104 members 
Mstep: Class 5 contains 34921 members 
Mstep: Class 6 contains 3094 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 44947 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 37843 members 
Mstep: Class 11 contains 18696 members 
Mstep: Class 12 contains 3249 members 
Mstep: Class 13 contains 18179 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 26322 members 
Mstep: Class 16 contains 138009 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 4439 members 
Mstep: Class 20 contains 49563 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 12557 members 
Mstep: Class 23 contains 14404 members 
Mstep: Class 24 contains 8893 members 
Mstep: Class 25 contains 3979 members 
Mstep: Class 26 contains 5795 members 
Mstep: Class 27 contains 4604 members 
Mstep: Class 28 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117140.000000 Penalty: 60711.371094
Iteration 44Q: 29 clusters Score -3.411714e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 109500 members 
Mstep: Class 3 contains 6457 members 
Mstep: Class 4 contains 12100 members 
Mstep: Class 5 contains 35380 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 45151 members 
Mstep: Class 9 contains 1812 members 
Mstep: Class 10 contains 38309 members 
Mstep: Class 11 contains 18670 members 
Mstep: Class 12 contains 3251 members 
Mstep: Class 13 contains 18225 members 
Mstep: Class 14 contains 44319 members 
Mstep: Class 15 contains 25668 members 
Mstep: Class 16 contains 137992 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 19 contains 4461 members 
Mstep: Class 20 contains 49254 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 12669 members 
Mstep: Class 23 contains 14510 members 
Mstep: Class 24 contains 8796 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 5839 members 
Mstep: Class 27 contains 4685 members 
Mstep: Class 28 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117676.000000 Penalty: 60711.371094
Iteration 45Q: 29 clusters Score -3.411768e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 109223 members 
Mstep: Class 3 contains 6429 members 
Mstep: Class 4 contains 12111 members 
Mstep: Class 5 contains 35799 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 45358 members 
Mstep: Class 9 contains 1816 members 
Mstep: Class 10 contains 38780 members 
Mstep: Class 11 contains 18647 members 
Mstep: Class 12 contains 3238 members 
Mstep: Class 13 contains 18256 members 
Mstep: Class 14 contains 44059 members 
Mstep: Class 15 contains 25088 members 
Mstep: Class 16 contains 137967 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 4399 members 
Mstep: Class 19 contains 4496 members 
Mstep: Class 20 contains 48925 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 12785 members 
Mstep: Class 23 contains 14576 members 
Mstep: Class 24 contains 8691 members 
Mstep: Class 25 contains 3983 members 
Mstep: Class 26 contains 5873 members 
Mstep: Class 27 contains 4740 members 
Mstep: Class 28 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34118268.000000 Penalty: 60711.371094
Iteration 46Q: 29 clusters Score -3.411827e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 109003 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 12128 members 
Mstep: Class 5 contains 36192 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 45540 members 
Mstep: Class 9 contains 1818 members 
Mstep: Class 10 contains 39174 members 
Mstep: Class 11 contains 18631 members 
Mstep: Class 12 contains 3253 members 
Mstep: Class 13 contains 18261 members 
Mstep: Class 14 contains 43860 members 
Mstep: Class 15 contains 24542 members 
Mstep: Class 16 contains 137920 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 48660 members 
Mstep: Class 21 contains 2078 members 
Mstep: Class 22 contains 12885 members 
Mstep: Class 23 contains 14624 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 5891 members 
Mstep: Class 27 contains 4779 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34118800.000000 Penalty: 60711.371094
Iteration 47Q: 29 clusters Score -3.41188e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 108863 members 
Mstep: Class 3 contains 6368 members 
Mstep: Class 4 contains 12166 members 
Mstep: Class 5 contains 36595 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45664 members 
Mstep: Class 9 contains 1817 members 
Mstep: Class 10 contains 39577 members 
Mstep: Class 11 contains 18595 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 18258 members 
Mstep: Class 14 contains 43687 members 
Mstep: Class 15 contains 23979 members 
Mstep: Class 16 contains 137857 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 4581 members 
Mstep: Class 20 contains 48402 members 
Mstep: Class 21 contains 2072 members 
Mstep: Class 22 contains 12956 members 
Mstep: Class 23 contains 14701 members 
Mstep: Class 24 contains 8470 members 
Mstep: Class 25 contains 3984 members 
Mstep: Class 26 contains 5917 members 
Mstep: Class 27 contains 4821 members 
Mstep: Class 28 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34119092.000000 Penalty: 60711.371094
Iteration 48Q: 29 clusters Score -3.411909e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 108743 members 
Mstep: Class 3 contains 6337 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 37007 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 1357 members 
Mstep: Class 8 contains 45814 members 
Mstep: Class 9 contains 1817 members 
Mstep: Class 10 contains 39936 members 
Mstep: Class 11 contains 18564 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 18239 members 
Mstep: Class 14 contains 43533 members 
Mstep: Class 15 contains 23451 members 
Mstep: Class 16 contains 137787 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 4616 members 
Mstep: Class 20 contains 48123 members 
Mstep: Class 21 contains 2070 members 
Mstep: Class 22 contains 13033 members 
Mstep: Class 23 contains 14786 members 
Mstep: Class 24 contains 8355 members 
Mstep: Class 25 contains 3986 members 
Mstep: Class 26 contains 5940 members 
Mstep: Class 27 contains 4850 members 
Mstep: Class 28 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34119460.000000 Penalty: 60711.371094
Iteration 49Q: 29 clusters Score -3.411946e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 108640 members 
Mstep: Class 3 contains 6296 members 
Mstep: Class 4 contains 12237 members 
Mstep: Class 5 contains 37352 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 45917 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 40280 members 
Mstep: Class 11 contains 18534 members 
Mstep: Class 12 contains 3275 members 
Mstep: Class 13 contains 18201 members 
Mstep: Class 14 contains 43392 members 
Mstep: Class 15 contains 22994 members 
Mstep: Class 16 contains 137698 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 4658 members 
Mstep: Class 20 contains 47897 members 
Mstep: Class 21 contains 2068 members 
Mstep: Class 22 contains 13105 members 
Mstep: Class 23 contains 14857 members 
Mstep: Class 24 contains 8243 members 
Mstep: Class 25 contains 3985 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 4876 members 
Mstep: Class 28 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34119748.000000 Penalty: 60711.371094
Iteration 50Q: 29 clusters Score -3.411975e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 108533 members 
Mstep: Class 3 contains 6274 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 37689 members 
Mstep: Class 6 contains 3314 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 46023 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 40614 members 
Mstep: Class 11 contains 18495 members 
Mstep: Class 12 contains 3293 members 
Mstep: Class 13 contains 18149 members 
Mstep: Class 14 contains 43270 members 
Mstep: Class 15 contains 22530 members 
Mstep: Class 16 contains 137645 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 4155 members 
Mstep: Class 19 contains 4714 members 
Mstep: Class 20 contains 47661 members 
Mstep: Class 21 contains 2073 members 
Mstep: Class 22 contains 13179 members 
Mstep: Class 23 contains 14927 members 
Mstep: Class 24 contains 8129 members 
Mstep: Class 25 contains 3985 members 
Mstep: Class 26 contains 5985 members 
Mstep: Class 27 contains 4909 members 
Mstep: Class 28 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34120160.000000 Penalty: 60711.371094
Iteration 51Q: 29 clusters Score -3.412016e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 108424 members 
Mstep: Class 3 contains 6263 members 
Mstep: Class 4 contains 12309 members 
Mstep: Class 5 contains 38002 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 46115 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 40940 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 18063 members 
Mstep: Class 14 contains 43171 members 
Mstep: Class 15 contains 22107 members 
Mstep: Class 16 contains 137620 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 4771 members 
Mstep: Class 20 contains 47407 members 
Mstep: Class 21 contains 2078 members 
Mstep: Class 22 contains 13244 members 
Mstep: Class 23 contains 14984 members 
Mstep: Class 24 contains 7991 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 6009 members 
Mstep: Class 27 contains 4947 members 
Mstep: Class 28 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34120700.000000 Penalty: 60711.371094
Iteration 52Q: 29 clusters Score -3.41207e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 108328 members 
Mstep: Class 3 contains 6247 members 
Mstep: Class 4 contains 12359 members 
Mstep: Class 5 contains 38305 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 46248 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 41249 members 
Mstep: Class 11 contains 18426 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 17992 members 
Mstep: Class 14 contains 43063 members 
Mstep: Class 15 contains 21702 members 
Mstep: Class 16 contains 137565 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 4098 members 
Mstep: Class 19 contains 4838 members 
Mstep: Class 20 contains 47158 members 
Mstep: Class 21 contains 2080 members 
Mstep: Class 22 contains 13288 members 
Mstep: Class 23 contains 15006 members 
Mstep: Class 24 contains 7851 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 6048 members 
Mstep: Class 27 contains 4971 members 
Mstep: Class 28 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34120908.000000 Penalty: 60711.371094
Iteration 53Q: 29 clusters Score -3.412091e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 108239 members 
Mstep: Class 3 contains 6236 members 
Mstep: Class 4 contains 12402 members 
Mstep: Class 5 contains 38588 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 46383 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 41544 members 
Mstep: Class 11 contains 18377 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 17886 members 
Mstep: Class 14 contains 42968 members 
Mstep: Class 15 contains 21310 members 
Mstep: Class 16 contains 137527 members 
Mstep: Class 17 contains 2321 members 
Mstep: Class 18 contains 4070 members 
Mstep: Class 19 contains 4911 members 
Mstep: Class 20 contains 46952 members 
Mstep: Class 21 contains 2079 members 
Mstep: Class 22 contains 13325 members 
Mstep: Class 23 contains 15023 members 
Mstep: Class 24 contains 7715 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121156.000000 Penalty: 60711.371094
Iteration 54Q: 29 clusters Score -3.412116e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 108184 members 
Mstep: Class 3 contains 6223 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 38830 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 46481 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 41838 members 
Mstep: Class 11 contains 18343 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 17766 members 
Mstep: Class 14 contains 42871 members 
Mstep: Class 15 contains 20980 members 
Mstep: Class 16 contains 137444 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 19 contains 4974 members 
Mstep: Class 20 contains 46768 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 13357 members 
Mstep: Class 23 contains 15032 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 6112 members 
Mstep: Class 27 contains 5034 members 
Mstep: Class 28 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121320.000000 Penalty: 60711.371094
Iteration 55Q: 29 clusters Score -3.412132e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 108128 members 
Mstep: Class 3 contains 6212 members 
Mstep: Class 4 contains 12500 members 
Mstep: Class 5 contains 39040 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 46557 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 42092 members 
Mstep: Class 11 contains 18313 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 17640 members 
Mstep: Class 14 contains 42780 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 137370 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 46604 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 13396 members 
Mstep: Class 23 contains 15050 members 
Mstep: Class 24 contains 7460 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 5080 members 
Mstep: Class 28 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121528.000000 Penalty: 60711.371094
Iteration 56Q: 29 clusters Score -3.412153e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 108090 members 
Mstep: Class 3 contains 6197 members 
Mstep: Class 4 contains 12568 members 
Mstep: Class 5 contains 39209 members 
Mstep: Class 6 contains 3456 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 46621 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 18288 members 
Mstep: Class 12 contains 3293 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 42700 members 
Mstep: Class 15 contains 20440 members 
Mstep: Class 16 contains 137284 members 
Mstep: Class 17 contains 2446 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 5057 members 
Mstep: Class 20 contains 46422 members 
Mstep: Class 21 contains 2074 members 
Mstep: Class 22 contains 13447 members 
Mstep: Class 23 contains 15056 members 
Mstep: Class 24 contains 7364 members 
Mstep: Class 25 contains 3979 members 
Mstep: Class 26 contains 6169 members 
Mstep: Class 27 contains 5106 members 
Mstep: Class 28 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121940.000000 Penalty: 60711.371094
Iteration 57Q: 29 clusters Score -3.412194e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 108045 members 
Mstep: Class 3 contains 6173 members 
Mstep: Class 4 contains 12638 members 
Mstep: Class 5 contains 39348 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 1496 members 
Mstep: Class 8 contains 46697 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 42653 members 
Mstep: Class 11 contains 18257 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 13 contains 17388 members 
Mstep: Class 14 contains 42623 members 
Mstep: Class 15 contains 20201 members 
Mstep: Class 16 contains 137202 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 3996 members 
Mstep: Class 19 contains 5079 members 
Mstep: Class 20 contains 46260 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 22 contains 13468 members 
Mstep: Class 23 contains 15057 members 
Mstep: Class 24 contains 7295 members 
Mstep: Class 25 contains 3975 members 
Mstep: Class 26 contains 6198 members 
Mstep: Class 27 contains 5145 members 
Mstep: Class 28 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34122172.000000 Penalty: 60711.371094
Iteration 58Q: 29 clusters Score -3.412217e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 107987 members 
Mstep: Class 3 contains 6149 members 
Mstep: Class 4 contains 12720 members 
Mstep: Class 5 contains 39494 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 46783 members 
Mstep: Class 9 contains 1805 members 
Mstep: Class 10 contains 42940 members 
Mstep: Class 11 contains 18227 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 17268 members 
Mstep: Class 14 contains 42544 members 
Mstep: Class 15 contains 19962 members 
Mstep: Class 16 contains 137105 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 5101 members 
Mstep: Class 20 contains 46088 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 13471 members 
Mstep: Class 23 contains 15040 members 
Mstep: Class 24 contains 7234 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 5211 members 
Mstep: Class 28 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34122424.000000 Penalty: 60711.371094
Iteration 59Q: 29 clusters Score -3.412242e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 107942 members 
Mstep: Class 3 contains 6130 members 
Mstep: Class 4 contains 12810 members 
Mstep: Class 5 contains 39645 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 46851 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 43177 members 
Mstep: Class 11 contains 18192 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 17142 members 
Mstep: Class 14 contains 42481 members 
Mstep: Class 15 contains 19746 members 
Mstep: Class 16 contains 136992 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 5104 members 
Mstep: Class 20 contains 45947 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 15042 members 
Mstep: Class 24 contains 7175 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 5280 members 
Mstep: Class 28 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34122836.000000 Penalty: 60711.371094
Iteration 60F: 29 clusters Score -3.412284e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 107890 members 
Mstep: Class 3 contains 6106 members 
Mstep: Class 4 contains 12893 members 
Mstep: Class 5 contains 39787 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 46928 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 43377 members 
Mstep: Class 11 contains 18171 members 
Mstep: Class 12 contains 3278 members 
Mstep: Class 13 contains 17019 members 
Mstep: Class 14 contains 42429 members 
Mstep: Class 15 contains 19563 members 
Mstep: Class 16 contains 136908 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 45825 members 
Mstep: Class 21 contains 1999 members 
Mstep: Class 22 contains 13477 members 
Mstep: Class 23 contains 15037 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 6253 members 
Mstep: Class 27 contains 5313 members 
Mstep: Class 28 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123032.000000 Penalty: 60711.371094
Iteration 61Q: 29 clusters Score -3.412303e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 107826 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 13000 members 
Mstep: Class 5 contains 39910 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 46984 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 43570 members 
Mstep: Class 11 contains 18136 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 16898 members 
Mstep: Class 14 contains 42401 members 
Mstep: Class 15 contains 19396 members 
Mstep: Class 16 contains 136829 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 45706 members 
Mstep: Class 21 contains 1978 members 
Mstep: Class 22 contains 13481 members 
Mstep: Class 23 contains 15027 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 6275 members 
Mstep: Class 27 contains 5358 members 
Mstep: Class 28 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123192.000000 Penalty: 60711.371094
Iteration 62Q: 29 clusters Score -3.412319e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 107765 members 
Mstep: Class 3 contains 6075 members 
Mstep: Class 4 contains 13106 members 
Mstep: Class 5 contains 39981 members 
Mstep: Class 6 contains 3567 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 47038 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 43779 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 16786 members 
Mstep: Class 14 contains 42365 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 136780 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 45604 members 
Mstep: Class 21 contains 1953 members 
Mstep: Class 22 contains 13470 members 
Mstep: Class 23 contains 15018 members 
Mstep: Class 24 contains 6989 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6289 members 
Mstep: Class 27 contains 5389 members 
Mstep: Class 28 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123380.000000 Penalty: 60711.371094
Iteration 63Q: 29 clusters Score -3.412338e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 107711 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 13200 members 
Mstep: Class 5 contains 40058 members 
Mstep: Class 6 contains 3585 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 47078 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 43950 members 
Mstep: Class 11 contains 18074 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 16692 members 
Mstep: Class 14 contains 42333 members 
Mstep: Class 15 contains 19109 members 
Mstep: Class 16 contains 136714 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 45520 members 
Mstep: Class 21 contains 1928 members 
Mstep: Class 22 contains 13474 members 
Mstep: Class 23 contains 15016 members 
Mstep: Class 24 contains 6947 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 6310 members 
Mstep: Class 27 contains 5414 members 
Mstep: Class 28 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123684.000000 Penalty: 60711.371094
Iteration 64Q: 29 clusters Score -3.412368e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 107657 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 13299 members 
Mstep: Class 5 contains 40122 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 47105 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 44083 members 
Mstep: Class 11 contains 18049 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 14 contains 42300 members 
Mstep: Class 15 contains 18996 members 
Mstep: Class 16 contains 136664 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 45445 members 
Mstep: Class 21 contains 1908 members 
Mstep: Class 22 contains 13480 members 
Mstep: Class 23 contains 15021 members 
Mstep: Class 24 contains 6902 members 
Mstep: Class 25 contains 3978 members 
Mstep: Class 26 contains 6340 members 
Mstep: Class 27 contains 5441 members 
Mstep: Class 28 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123788.000000 Penalty: 60711.371094
Iteration 65Q: 29 clusters Score -3.412379e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 107599 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 13388 members 
Mstep: Class 5 contains 40195 members 
Mstep: Class 6 contains 3617 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 47152 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 44205 members 
Mstep: Class 11 contains 18020 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 16531 members 
Mstep: Class 14 contains 42256 members 
Mstep: Class 15 contains 18881 members 
Mstep: Class 16 contains 136603 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 3789 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 45370 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 22 contains 13473 members 
Mstep: Class 23 contains 15017 members 
Mstep: Class 24 contains 6874 members 
Mstep: Class 25 contains 3977 members 
Mstep: Class 26 contains 6361 members 
Mstep: Class 27 contains 5467 members 
Mstep: Class 28 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123860.000000 Penalty: 60711.371094
Iteration 66Q: 29 clusters Score -3.412386e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 107540 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 40252 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 44310 members 
Mstep: Class 11 contains 17997 members 
Mstep: Class 12 contains 3247 members 
Mstep: Class 13 contains 16454 members 
Mstep: Class 14 contains 42210 members 
Mstep: Class 15 contains 18790 members 
Mstep: Class 16 contains 136526 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 3760 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 45298 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 13496 members 
Mstep: Class 23 contains 15020 members 
Mstep: Class 24 contains 6849 members 
Mstep: Class 25 contains 3978 members 
Mstep: Class 26 contains 6379 members 
Mstep: Class 27 contains 5497 members 
Mstep: Class 28 contains 1016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124064.000000 Penalty: 60711.371094
Iteration 67Q: 29 clusters Score -3.412406e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 107494 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 13546 members 
Mstep: Class 5 contains 40297 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 1581 members 
Mstep: Class 8 contains 47242 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 44410 members 
Mstep: Class 11 contains 17976 members 
Mstep: Class 12 contains 3252 members 
Mstep: Class 13 contains 16394 members 
Mstep: Class 14 contains 42160 members 
Mstep: Class 15 contains 18700 members 
Mstep: Class 16 contains 136484 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 3731 members 
Mstep: Class 19 contains 5163 members 
Mstep: Class 20 contains 45235 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 13511 members 
Mstep: Class 23 contains 15020 members 
Mstep: Class 24 contains 6833 members 
Mstep: Class 25 contains 3979 members 
Mstep: Class 26 contains 6399 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124236.000000 Penalty: 60711.371094
Iteration 68Q: 29 clusters Score -3.412424e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 107443 members 
Mstep: Class 3 contains 6059 members 
Mstep: Class 4 contains 13617 members 
Mstep: Class 5 contains 40351 members 
Mstep: Class 6 contains 3671 members 
Mstep: Class 7 contains 1568 members 
Mstep: Class 8 contains 47264 members 
Mstep: Class 9 contains 1793 members 
Mstep: Class 10 contains 44519 members 
Mstep: Class 11 contains 17949 members 
Mstep: Class 12 contains 3251 members 
Mstep: Class 13 contains 16327 members 
Mstep: Class 14 contains 42120 members 
Mstep: Class 15 contains 18621 members 
Mstep: Class 16 contains 136441 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 3716 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 45183 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 13521 members 
Mstep: Class 23 contains 15017 members 
Mstep: Class 24 contains 6823 members 
Mstep: Class 25 contains 3979 members 
Mstep: Class 26 contains 6432 members 
Mstep: Class 27 contains 5567 members 
Mstep: Class 28 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124272.000000 Penalty: 60711.371094
Iteration 69Q: 29 clusters Score -3.412427e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 107412 members 
Mstep: Class 3 contains 6054 members 
Mstep: Class 4 contains 13684 members 
Mstep: Class 5 contains 40424 members 
Mstep: Class 6 contains 3690 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 47292 members 
Mstep: Class 9 contains 1792 members 
Mstep: Class 10 contains 44596 members 
Mstep: Class 11 contains 17924 members 
Mstep: Class 12 contains 3251 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 42080 members 
Mstep: Class 15 contains 18526 members 
Mstep: Class 16 contains 136393 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 3703 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 45148 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 13519 members 
Mstep: Class 23 contains 15025 members 
Mstep: Class 24 contains 6812 members 
Mstep: Class 25 contains 3979 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124372.000000 Penalty: 60711.371094
Iteration 70Q: 29 clusters Score -3.412437e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 107374 members 
Mstep: Class 3 contains 6041 members 
Mstep: Class 4 contains 13744 members 
Mstep: Class 5 contains 40504 members 
Mstep: Class 6 contains 3702 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 47309 members 
Mstep: Class 9 contains 1790 members 
Mstep: Class 10 contains 44691 members 
Mstep: Class 11 contains 17904 members 
Mstep: Class 12 contains 3247 members 
Mstep: Class 13 contains 16189 members 
Mstep: Class 14 contains 42026 members 
Mstep: Class 15 contains 18441 members 
Mstep: Class 16 contains 136344 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 5159 members 
Mstep: Class 20 contains 45117 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13522 members 
Mstep: Class 23 contains 15028 members 
Mstep: Class 24 contains 6802 members 
Mstep: Class 25 contains 3980 members 
Mstep: Class 26 contains 6505 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124492.000000 Penalty: 60711.371094
Iteration 71Q: 29 clusters Score -3.412449e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 107327 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 13813 members 
Mstep: Class 5 contains 40567 members 
Mstep: Class 6 contains 3712 members 
Mstep: Class 7 contains 1554 members 
Mstep: Class 8 contains 47324 members 
Mstep: Class 9 contains 1790 members 
Mstep: Class 10 contains 44806 members 
Mstep: Class 11 contains 17892 members 
Mstep: Class 12 contains 3236 members 
Mstep: Class 13 contains 16128 members 
Mstep: Class 14 contains 41967 members 
Mstep: Class 15 contains 18372 members 
Mstep: Class 16 contains 136293 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 45088 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 15027 members 
Mstep: Class 24 contains 6785 members 
Mstep: Class 25 contains 3980 members 
Mstep: Class 26 contains 6548 members 
Mstep: Class 27 contains 5633 members 
Mstep: Class 28 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124564.000000 Penalty: 60711.371094
Iteration 72Q: 29 clusters Score -3.412456e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 107295 members 
Mstep: Class 3 contains 6020 members 
Mstep: Class 4 contains 13879 members 
Mstep: Class 5 contains 40628 members 
Mstep: Class 6 contains 3719 members 
Mstep: Class 7 contains 1548 members 
Mstep: Class 8 contains 47331 members 
Mstep: Class 9 contains 1790 members 
Mstep: Class 10 contains 44907 members 
Mstep: Class 11 contains 17873 members 
Mstep: Class 12 contains 3229 members 
Mstep: Class 13 contains 16058 members 
Mstep: Class 14 contains 41912 members 
Mstep: Class 15 contains 18298 members 
Mstep: Class 16 contains 136261 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 3635 members 
Mstep: Class 19 contains 5145 members 
Mstep: Class 20 contains 45062 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13518 members 
Mstep: Class 23 contains 15026 members 
Mstep: Class 24 contains 6773 members 
Mstep: Class 25 contains 3978 members 
Mstep: Class 26 contains 6600 members 
Mstep: Class 27 contains 5655 members 
Mstep: Class 28 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124652.000000 Penalty: 60711.371094
Iteration 73Q: 29 clusters Score -3.412465e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 107257 members 
Mstep: Class 3 contains 5989 members 
Mstep: Class 4 contains 13948 members 
Mstep: Class 5 contains 40680 members 
Mstep: Class 6 contains 3729 members 
Mstep: Class 7 contains 1546 members 
Mstep: Class 8 contains 47349 members 
Mstep: Class 9 contains 1787 members 
Mstep: Class 10 contains 44999 members 
Mstep: Class 11 contains 17858 members 
Mstep: Class 12 contains 3225 members 
Mstep: Class 13 contains 16001 members 
Mstep: Class 14 contains 41859 members 
Mstep: Class 15 contains 18246 members 
Mstep: Class 16 contains 136221 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 3606 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 45037 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13527 members 
Mstep: Class 23 contains 15025 members 
Mstep: Class 24 contains 6758 members 
Mstep: Class 25 contains 3978 members 
Mstep: Class 26 contains 6660 members 
Mstep: Class 27 contains 5667 members 
Mstep: Class 28 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124612.000000 Penalty: 60711.371094
Iteration 74Q: 29 clusters Score -3.412461e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 107212 members 
Mstep: Class 3 contains 5964 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 40728 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 47365 members 
Mstep: Class 9 contains 1785 members 
Mstep: Class 10 contains 45070 members 
Mstep: Class 11 contains 17846 members 
Mstep: Class 12 contains 3223 members 
Mstep: Class 13 contains 15966 members 
Mstep: Class 14 contains 41812 members 
Mstep: Class 15 contains 18186 members 
Mstep: Class 16 contains 136186 members 
Mstep: Class 17 contains 2707 members 
Mstep: Class 18 contains 3581 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 45023 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13521 members 
Mstep: Class 23 contains 15032 members 
Mstep: Class 24 contains 6752 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 6710 members 
Mstep: Class 27 contains 5673 members 
Mstep: Class 28 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124612.000000 Penalty: 60711.371094
Iteration 75Q: 29 clusters Score -3.412461e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 107172 members 
Mstep: Class 3 contains 5934 members 
Mstep: Class 4 contains 14041 members 
Mstep: Class 5 contains 40782 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 47378 members 
Mstep: Class 9 contains 1781 members 
Mstep: Class 10 contains 45131 members 
Mstep: Class 11 contains 17827 members 
Mstep: Class 12 contains 3219 members 
Mstep: Class 13 contains 15937 members 
Mstep: Class 14 contains 41755 members 
Mstep: Class 15 contains 18134 members 
Mstep: Class 16 contains 136155 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 5137 members 
Mstep: Class 20 contains 45008 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13513 members 
Mstep: Class 23 contains 15044 members 
Mstep: Class 24 contains 6757 members 
Mstep: Class 25 contains 3975 members 
Mstep: Class 26 contains 6759 members 
Mstep: Class 27 contains 5686 members 
Mstep: Class 28 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124808.000000 Penalty: 60711.371094
Iteration 76Q: 29 clusters Score -3.412481e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 107126 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 14089 members 
Mstep: Class 5 contains 40816 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 47404 members 
Mstep: Class 9 contains 1777 members 
Mstep: Class 10 contains 45199 members 
Mstep: Class 11 contains 17809 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 15875 members 
Mstep: Class 14 contains 41711 members 
Mstep: Class 15 contains 18087 members 
Mstep: Class 16 contains 136139 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 3531 members 
Mstep: Class 19 contains 5137 members 
Mstep: Class 20 contains 44994 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 13502 members 
Mstep: Class 23 contains 15057 members 
Mstep: Class 24 contains 6750 members 
Mstep: Class 25 contains 3975 members 
Mstep: Class 26 contains 6805 members 
Mstep: Class 27 contains 5703 members 
Mstep: Class 28 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34124848.000000 Penalty: 60711.371094
Iteration 77Q: 29 clusters Score -3.412485e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 107081 members 
Mstep: Class 3 contains 5879 members 
Mstep: Class 4 contains 14132 members 
Mstep: Class 5 contains 40853 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 47424 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 17797 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 41682 members 
Mstep: Class 15 contains 18050 members 
Mstep: Class 16 contains 136102 members 
Mstep: Class 17 contains 2732 members 
Mstep: Class 18 contains 3511 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 44980 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 13499 members 
Mstep: Class 23 contains 15065 members 
Mstep: Class 24 contains 6747 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 5712 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34125024.000000 Penalty: 60711.371094
Iteration 78Q: 29 clusters Score -3.412502e+07 nChanged 643
Entering ConstructFrom: 
Score: -34125024.000000 Penalty: 60711.371094
Entering ConstructFrom: 
Trying to split cluster 1 (12165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Entering Unmasked Estep 
Score: -705646.562500 Penalty: 1528.526733
	Iteration 0F: 2 clusters Score -705646.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -697150.500000 Penalty: 3057.053467
	Iteration 0F: 3 clusters Score -697150.5 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -700142.875000 Penalty: 3057.053467
	Iteration 1F: 3 clusters Score -700142.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -700564.437500 Penalty: 3057.053467
	Iteration 2F: 3 clusters Score -700564.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -700949.125000 Penalty: 3057.053467
	Iteration 3F: 3 clusters Score -700949.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -701327.375000 Penalty: 3057.053467
	Iteration 4F: 3 clusters Score -701327.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -701650.187500 Penalty: 3057.053467
	Iteration 5F: 3 clusters Score -701650.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -701934.437500 Penalty: 3057.053467
	Iteration 6Q: 3 clusters Score -701934.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -702233.375000 Penalty: 3057.053467
	Iteration 7Q: 3 clusters Score -702233.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -702533.750000 Penalty: 3057.053467
	Iteration 8Q: 3 clusters Score -702533.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -702766.625000 Penalty: 3057.053467
	Iteration 9Q: 3 clusters Score -702766.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -702969.375000 Penalty: 3057.053467
	Iteration 10Q: 3 clusters Score -702969.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -703105.125000 Penalty: 3057.053467
	Iteration 11Q: 3 clusters Score -703105.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -703226.875000 Penalty: 3057.053467
	Iteration 12Q: 3 clusters Score -703226.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -703326.250000 Penalty: 3057.053467
	Iteration 13Q: 3 clusters Score -703326.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -703418.875000 Penalty: 3057.053467
	Iteration 14Q: 3 clusters Score -703418.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -703508.875000 Penalty: 3057.053467
	Iteration 15Q: 3 clusters Score -703508.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -703608.750000 Penalty: 3057.053467
	Iteration 16Q: 3 clusters Score -703608.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -703688.875000 Penalty: 3057.053467
	Iteration 17Q: 3 clusters Score -703688.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -703775.687500 Penalty: 3057.053467
	Iteration 18Q: 3 clusters Score -703775.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -703835.437500 Penalty: 3057.053467
	Iteration 19Q: 3 clusters Score -703835.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -703889.375000 Penalty: 3057.053467
	Iteration 20F: 3 clusters Score -703889.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -703932.812500 Penalty: 3057.053467
	Iteration 21Q: 3 clusters Score -703932.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -703968.875000 Penalty: 3057.053467
	Iteration 22Q: 3 clusters Score -703968.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -704002.125000 Penalty: 3057.053467
	Iteration 23Q: 3 clusters Score -704002.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -704027.500000 Penalty: 3057.053467
	Iteration 24Q: 3 clusters Score -704027.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -704050.312500 Penalty: 3057.053467
	Iteration 25Q: 3 clusters Score -704050.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -704064.000000 Penalty: 3057.053467
	Iteration 26Q: 3 clusters Score -704064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -704077.875000 Penalty: 3057.053467
	Iteration 27Q: 3 clusters Score -704077.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -704087.750000 Penalty: 3057.053467
	Iteration 28Q: 3 clusters Score -704087.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -704096.375000 Penalty: 3057.053467
	Iteration 29Q: 3 clusters Score -704096.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -704108.250000 Penalty: 3057.053467
	Iteration 30Q: 3 clusters Score -704108.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -704121.750000 Penalty: 3057.053467
	Iteration 31Q: 3 clusters Score -704121.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -704131.562500 Penalty: 3057.053467
	Iteration 32Q: 3 clusters Score -704131.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -704141.187500 Penalty: 3057.053467
	Iteration 33Q: 3 clusters Score -704141.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -704144.937500 Penalty: 3057.053467
	Iteration 34Q: 3 clusters Score -704144.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -704146.500000 Penalty: 3057.053467
	Iteration 35Q: 3 clusters Score -704146.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -704147.312500 Penalty: 3057.053467
	Iteration 36Q: 3 clusters Score -704147.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -704150.750000 Penalty: 3057.053467
	Iteration 37Q: 3 clusters Score -704150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -704150.125000 Penalty: 3057.053467
	Iteration 38Q: 3 clusters Score -704150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -704152.812500 Penalty: 3057.053467
	Iteration 39Q: 3 clusters Score -704152.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -704154.812500 Penalty: 3057.053467
	Iteration 40F: 3 clusters Score -704154.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -704159.062500 Penalty: 3057.053467
	Iteration 41Q: 3 clusters Score -704159.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -704164.687500 Penalty: 3057.053467
	Iteration 42Q: 3 clusters Score -704164.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -704166.687500 Penalty: 3057.053467
	Iteration 43Q: 3 clusters Score -704166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -704168.437500 Penalty: 3057.053467
	Iteration 44Q: 3 clusters Score -704168.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -704174.062500 Penalty: 3057.053467
	Iteration 45Q: 3 clusters Score -704174.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -704174.500000 Penalty: 3057.053467
	Iteration 46Q: 3 clusters Score -704174.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -704174.937500 Penalty: 3057.053467
	Iteration 47Q: 3 clusters Score -704174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -704176.187500 Penalty: 3057.053467
	Iteration 48Q: 3 clusters Score -704176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -704179.250000 Penalty: 3057.053467
	Iteration 49Q: 3 clusters Score -704179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -704179.437500 Penalty: 3057.053467
	Iteration 50Q: 3 clusters Score -704179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -704180.625000 Penalty: 3057.053467
	Iteration 51Q: 3 clusters Score -704180.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -704181.937500 Penalty: 3057.053467
	Iteration 52Q: 3 clusters Score -704181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -704181.562500 Penalty: 3057.053467
	Iteration 53Q: 3 clusters Score -704181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -704182.437500 Penalty: 3057.053467
	Iteration 54Q: 3 clusters Score -704182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -704182.687500 Penalty: 3057.053467
	Iteration 55Q: 3 clusters Score -704182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -704182.500000 Penalty: 3057.053467
	Iteration 56Q: 3 clusters Score -704182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -704182.312500 Penalty: 3057.053467
	Iteration 57Q: 3 clusters Score -704182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -704182.312500 Penalty: 3057.053467
	Iteration 58F: 3 clusters Score -704182.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Entering Unmasked Estep 
Score: -6386563.000000 Penalty: 1881.911743
	Iteration 0F: 2 clusters Score -6386563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -6315017.500000 Penalty: 3763.823486
	Iteration 0F: 3 clusters Score -6315018 nChanged 51086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -6345422.000000 Penalty: 3763.823486
	Iteration 1F: 3 clusters Score -6345422 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -6347566.500000 Penalty: 3763.823486
	Iteration 2Q: 3 clusters Score -6347566 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -6351797.500000 Penalty: 3763.823486
	Iteration 3F: 3 clusters Score -6351798 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6359144.000000 Penalty: 3763.823486
	Iteration 4F: 3 clusters Score -6359144 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -6368724.000000 Penalty: 3763.823486
	Iteration 5F: 3 clusters Score -6368724 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -6376849.000000 Penalty: 3763.823486
	Iteration 6F: 3 clusters Score -6376849 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -6381575.000000 Penalty: 3763.823486
	Iteration 7Q: 3 clusters Score -6381575 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6383537.500000 Penalty: 3763.823486
	Iteration 8Q: 3 clusters Score -6383538 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6384331.500000 Penalty: 3763.823486
	Iteration 9Q: 3 clusters Score -6384332 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106443 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6384621.500000 Penalty: 3763.823486
	Iteration 10Q: 3 clusters Score -6384622 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6384777.000000 Penalty: 3763.823486
	Iteration 11Q: 3 clusters Score -6384777 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106656 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6384860.000000 Penalty: 3763.823486
	Iteration 12Q: 3 clusters Score -6384860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106693 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6384902.500000 Penalty: 3763.823486
	Iteration 13Q: 3 clusters Score -6384902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106717 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6384933.000000 Penalty: 3763.823486
	Iteration 14Q: 3 clusters Score -6384933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6384955.500000 Penalty: 3763.823486
	Iteration 15Q: 3 clusters Score -6384956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6384964.000000 Penalty: 3763.823486
	Iteration 16Q: 3 clusters Score -6384964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6384974.000000 Penalty: 3763.823486
	Iteration 17Q: 3 clusters Score -6384974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6384973.000000 Penalty: 3763.823486
	Iteration 18Q: 3 clusters Score -6384973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6384973.500000 Penalty: 3763.823486
	Iteration 19Q: 3 clusters Score -6384974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6384972.000000 Penalty: 3763.823486
	Iteration 20F: 3 clusters Score -6384972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6384972.000000 Penalty: 3763.823486
	Iteration 21Q: 3 clusters Score -6384972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6384972.000000 Penalty: 3763.823486
	Iteration 22F: 3 clusters Score -6384972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -304298.781250 Penalty: 1409.501465
	Iteration 0F: 2 clusters Score -304298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -299727.406250 Penalty: 2819.002930
	Iteration 0F: 3 clusters Score -299727.4 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -301230.062500 Penalty: 2819.002930
	Iteration 1F: 3 clusters Score -301230.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -301726.218750 Penalty: 2819.002930
	Iteration 2F: 3 clusters Score -301726.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -302227.593750 Penalty: 2819.002930
	Iteration 3F: 3 clusters Score -302227.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -302774.968750 Penalty: 2819.002930
	Iteration 4F: 3 clusters Score -302775 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -303397.281250 Penalty: 2819.002930
	Iteration 5F: 3 clusters Score -303397.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -303946.218750 Penalty: 2819.002930
	Iteration 6F: 3 clusters Score -303946.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -304359.343750 Penalty: 2819.002930
	Iteration 7F: 3 clusters Score -304359.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -304570.218750 Penalty: 2819.002930
	Iteration 8Q: 3 clusters Score -304570.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -304652.625000 Penalty: 2819.002930
	Iteration 9Q: 3 clusters Score -304652.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -304698.125000 Penalty: 2819.002930
	Iteration 10Q: 3 clusters Score -304698.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -304722.125000 Penalty: 2819.002930
	Iteration 11Q: 3 clusters Score -304722.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -304740.500000 Penalty: 2819.002930
	Iteration 12Q: 3 clusters Score -304740.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -304756.968750 Penalty: 2819.002930
	Iteration 13Q: 3 clusters Score -304757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -304769.375000 Penalty: 2819.002930
	Iteration 14Q: 3 clusters Score -304769.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -304777.218750 Penalty: 2819.002930
	Iteration 15Q: 3 clusters Score -304777.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -304782.812500 Penalty: 2819.002930
	Iteration 16Q: 3 clusters Score -304782.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -304791.062500 Penalty: 2819.002930
	Iteration 17Q: 3 clusters Score -304791.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -304798.156250 Penalty: 2819.002930
	Iteration 18Q: 3 clusters Score -304798.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -304801.312500 Penalty: 2819.002930
	Iteration 19Q: 3 clusters Score -304801.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -304803.593750 Penalty: 2819.002930
	Iteration 20F: 3 clusters Score -304803.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -304805.718750 Penalty: 2819.002930
	Iteration 21Q: 3 clusters Score -304805.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -304810.906250 Penalty: 2819.002930
	Iteration 22Q: 3 clusters Score -304810.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -304815.250000 Penalty: 2819.002930
	Iteration 23Q: 3 clusters Score -304815.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -304822.250000 Penalty: 2819.002930
	Iteration 24Q: 3 clusters Score -304822.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -304830.312500 Penalty: 2819.002930
	Iteration 25Q: 3 clusters Score -304830.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -304836.687500 Penalty: 2819.002930
	Iteration 26Q: 3 clusters Score -304836.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -304844.593750 Penalty: 2819.002930
	Iteration 27Q: 3 clusters Score -304844.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -304850.781250 Penalty: 2819.002930
	Iteration 28Q: 3 clusters Score -304850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -304856.031250 Penalty: 2819.002930
	Iteration 29Q: 3 clusters Score -304856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -304860.031250 Penalty: 2819.002930
	Iteration 30Q: 3 clusters Score -304860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -304861.250000 Penalty: 2819.002930
	Iteration 31Q: 3 clusters Score -304861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -304862.156250 Penalty: 2819.002930
	Iteration 32Q: 3 clusters Score -304862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -304863.343750 Penalty: 2819.002930
	Iteration 33Q: 3 clusters Score -304863.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -304864.062500 Penalty: 2819.002930
	Iteration 34Q: 3 clusters Score -304864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -304865.531250 Penalty: 2819.002930
	Iteration 35Q: 3 clusters Score -304865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -304865.343750 Penalty: 2819.002930
	Iteration 36Q: 3 clusters Score -304865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -304866.500000 Penalty: 2819.002930
	Iteration 37Q: 3 clusters Score -304866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -304866.343750 Penalty: 2819.002930
	Iteration 38Q: 3 clusters Score -304866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -304866.343750 Penalty: 2819.002930
	Iteration 39F: 3 clusters Score -304866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 107044 members 
Mstep: Class 3 contains 2885 members 
Mstep: Class 4 contains 14175 members 
Mstep: Class 5 contains 40892 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 47440 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 45282 members 
Mstep: Class 11 contains 17782 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 41654 members 
Mstep: Class 15 contains 18016 members 
Mstep: Class 16 contains 136058 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 44976 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13493 members 
Mstep: Class 23 contains 15072 members 
Mstep: Class 24 contains 6739 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 5718 members 
Mstep: Class 28 contains 1007 members 
Mstep: Class 29 contains 2963 members 
Entering Unmasked Estep 
Score: -34124960.000000 Penalty: 62879.636719
Splitting cluster 3 changes total score from -34125024.000000 to -34124960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Entering Unmasked Estep 
Score: -799027.562500 Penalty: 1553.375732
	Iteration 0F: 2 clusters Score -799027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -789162.937500 Penalty: 3106.751465
	Iteration 0F: 3 clusters Score -789162.9 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -792466.500000 Penalty: 3106.751465
	Iteration 1F: 3 clusters Score -792466.5 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -792771.000000 Penalty: 3106.751465
	Iteration 2F: 3 clusters Score -792771 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -793070.250000 Penalty: 3106.751465
	Iteration 3Q: 3 clusters Score -793070.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -793375.625000 Penalty: 3106.751465
	Iteration 4Q: 3 clusters Score -793375.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -793693.625000 Penalty: 3106.751465
	Iteration 5Q: 3 clusters Score -793693.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -794075.312500 Penalty: 3106.751465
	Iteration 6Q: 3 clusters Score -794075.3 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -794557.875000 Penalty: 3106.751465
	Iteration 7F: 3 clusters Score -794557.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -795095.625000 Penalty: 3106.751465
	Iteration 8F: 3 clusters Score -795095.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -795687.812500 Penalty: 3106.751465
	Iteration 9F: 3 clusters Score -795687.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -796280.375000 Penalty: 3106.751465
	Iteration 10F: 3 clusters Score -796280.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -796800.062500 Penalty: 3106.751465
	Iteration 11Q: 3 clusters Score -796800.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -797184.937500 Penalty: 3106.751465
	Iteration 12Q: 3 clusters Score -797184.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -797431.750000 Penalty: 3106.751465
	Iteration 13Q: 3 clusters Score -797431.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -797626.000000 Penalty: 3106.751465
	Iteration 14Q: 3 clusters Score -797626 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -797752.625000 Penalty: 3106.751465
	Iteration 15Q: 3 clusters Score -797752.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -797839.375000 Penalty: 3106.751465
	Iteration 16Q: 3 clusters Score -797839.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -797925.000000 Penalty: 3106.751465
	Iteration 17Q: 3 clusters Score -797925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -797976.375000 Penalty: 3106.751465
	Iteration 18Q: 3 clusters Score -797976.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -798009.687500 Penalty: 3106.751465
	Iteration 19Q: 3 clusters Score -798009.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -798033.187500 Penalty: 3106.751465
	Iteration 20F: 3 clusters Score -798033.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -798053.125000 Penalty: 3106.751465
	Iteration 21Q: 3 clusters Score -798053.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -798066.875000 Penalty: 3106.751465
	Iteration 22Q: 3 clusters Score -798066.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -798086.187500 Penalty: 3106.751465
	Iteration 23Q: 3 clusters Score -798086.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -798099.375000 Penalty: 3106.751465
	Iteration 24Q: 3 clusters Score -798099.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -798111.937500 Penalty: 3106.751465
	Iteration 25Q: 3 clusters Score -798111.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -798117.625000 Penalty: 3106.751465
	Iteration 26Q: 3 clusters Score -798117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -798122.875000 Penalty: 3106.751465
	Iteration 27Q: 3 clusters Score -798122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -798126.812500 Penalty: 3106.751465
	Iteration 28Q: 3 clusters Score -798126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -798128.812500 Penalty: 3106.751465
	Iteration 29Q: 3 clusters Score -798128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -798134.375000 Penalty: 3106.751465
	Iteration 30Q: 3 clusters Score -798134.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -798140.812500 Penalty: 3106.751465
	Iteration 31Q: 3 clusters Score -798140.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -798150.187500 Penalty: 3106.751465
	Iteration 32Q: 3 clusters Score -798150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -798154.375000 Penalty: 3106.751465
	Iteration 33Q: 3 clusters Score -798154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -798157.750000 Penalty: 3106.751465
	Iteration 34Q: 3 clusters Score -798157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -798160.625000 Penalty: 3106.751465
	Iteration 35Q: 3 clusters Score -798160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -798164.125000 Penalty: 3106.751465
	Iteration 36Q: 3 clusters Score -798164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -798163.687500 Penalty: 3106.751465
	Iteration 37Q: 3 clusters Score -798163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -798166.875000 Penalty: 3106.751465
	Iteration 38Q: 3 clusters Score -798166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -798169.250000 Penalty: 3106.751465
	Iteration 39Q: 3 clusters Score -798169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -798174.062500 Penalty: 3106.751465
	Iteration 40F: 3 clusters Score -798174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -798177.187500 Penalty: 3106.751465
	Iteration 41Q: 3 clusters Score -798177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -798182.625000 Penalty: 3106.751465
	Iteration 42Q: 3 clusters Score -798182.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -798186.625000 Penalty: 3106.751465
	Iteration 43Q: 3 clusters Score -798186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -798188.375000 Penalty: 3106.751465
	Iteration 44Q: 3 clusters Score -798188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -798191.125000 Penalty: 3106.751465
	Iteration 45Q: 3 clusters Score -798191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -798191.125000 Penalty: 3106.751465
	Iteration 46F: 3 clusters Score -798191.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Entering Unmasked Estep 
Score: -2369784.250000 Penalty: 1725.537109
	Iteration 0F: 2 clusters Score -2369784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2342368.500000 Penalty: 3451.074219
	Iteration 0F: 3 clusters Score -2342368 nChanged 19152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2353196.000000 Penalty: 3451.074219
	Iteration 1F: 3 clusters Score -2353196 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2353777.000000 Penalty: 3451.074219
	Iteration 2Q: 3 clusters Score -2353777 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2354339.500000 Penalty: 3451.074219
	Iteration 3Q: 3 clusters Score -2354340 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2354914.250000 Penalty: 3451.074219
	Iteration 4Q: 3 clusters Score -2354914 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2355611.750000 Penalty: 3451.074219
	Iteration 5Q: 3 clusters Score -2355612 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2356486.000000 Penalty: 3451.074219
	Iteration 6Q: 3 clusters Score -2356486 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2357650.500000 Penalty: 3451.074219
	Iteration 7F: 3 clusters Score -2357650 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2359135.750000 Penalty: 3451.074219
	Iteration 8F: 3 clusters Score -2359136 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2360881.750000 Penalty: 3451.074219
	Iteration 9F: 3 clusters Score -2360882 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2362450.500000 Penalty: 3451.074219
	Iteration 10F: 3 clusters Score -2362450 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2363590.000000 Penalty: 3451.074219
	Iteration 11Q: 3 clusters Score -2363590 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2364287.500000 Penalty: 3451.074219
	Iteration 12Q: 3 clusters Score -2364288 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2364776.000000 Penalty: 3451.074219
	Iteration 13Q: 3 clusters Score -2364776 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2365228.000000 Penalty: 3451.074219
	Iteration 14Q: 3 clusters Score -2365228 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2365649.750000 Penalty: 3451.074219
	Iteration 15Q: 3 clusters Score -2365650 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2366099.250000 Penalty: 3451.074219
	Iteration 16Q: 3 clusters Score -2366099 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2366484.250000 Penalty: 3451.074219
	Iteration 17Q: 3 clusters Score -2366484 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2366828.500000 Penalty: 3451.074219
	Iteration 18Q: 3 clusters Score -2366828 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2367129.000000 Penalty: 3451.074219
	Iteration 19Q: 3 clusters Score -2367129 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2367381.000000 Penalty: 3451.074219
	Iteration 20F: 3 clusters Score -2367381 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2367586.250000 Penalty: 3451.074219
	Iteration 21Q: 3 clusters Score -2367586 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2367773.250000 Penalty: 3451.074219
	Iteration 22Q: 3 clusters Score -2367773 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2367933.500000 Penalty: 3451.074219
	Iteration 23Q: 3 clusters Score -2367934 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2368039.750000 Penalty: 3451.074219
	Iteration 24Q: 3 clusters Score -2368040 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2368113.250000 Penalty: 3451.074219
	Iteration 25Q: 3 clusters Score -2368113 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2368185.250000 Penalty: 3451.074219
	Iteration 26Q: 3 clusters Score -2368185 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2368241.000000 Penalty: 3451.074219
	Iteration 27Q: 3 clusters Score -2368241 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2368288.250000 Penalty: 3451.074219
	Iteration 28Q: 3 clusters Score -2368288 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2368322.250000 Penalty: 3451.074219
	Iteration 29Q: 3 clusters Score -2368322 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2368350.750000 Penalty: 3451.074219
	Iteration 30Q: 3 clusters Score -2368351 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2368379.250000 Penalty: 3451.074219
	Iteration 31Q: 3 clusters Score -2368379 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2368399.250000 Penalty: 3451.074219
	Iteration 32Q: 3 clusters Score -2368399 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2368413.500000 Penalty: 3451.074219
	Iteration 33Q: 3 clusters Score -2368414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2368428.000000 Penalty: 3451.074219
	Iteration 34Q: 3 clusters Score -2368428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2368442.000000 Penalty: 3451.074219
	Iteration 35Q: 3 clusters Score -2368442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2368462.500000 Penalty: 3451.074219
	Iteration 36Q: 3 clusters Score -2368462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2368467.500000 Penalty: 3451.074219
	Iteration 37Q: 3 clusters Score -2368468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2368479.750000 Penalty: 3451.074219
	Iteration 38Q: 3 clusters Score -2368480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2368494.750000 Penalty: 3451.074219
	Iteration 39Q: 3 clusters Score -2368495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2368505.500000 Penalty: 3451.074219
	Iteration 40F: 3 clusters Score -2368506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2368526.750000 Penalty: 3451.074219
	Iteration 41Q: 3 clusters Score -2368527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2368532.750000 Penalty: 3451.074219
	Iteration 42Q: 3 clusters Score -2368533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2368540.750000 Penalty: 3451.074219
	Iteration 43Q: 3 clusters Score -2368541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2368547.500000 Penalty: 3451.074219
	Iteration 44Q: 3 clusters Score -2368548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2368549.750000 Penalty: 3451.074219
	Iteration 45Q: 3 clusters Score -2368550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2368551.500000 Penalty: 3451.074219
	Iteration 46Q: 3 clusters Score -2368552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2368557.750000 Penalty: 3451.074219
	Iteration 47Q: 3 clusters Score -2368558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2368572.750000 Penalty: 3451.074219
	Iteration 48Q: 3 clusters Score -2368573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2368573.750000 Penalty: 3451.074219
	Iteration 49Q: 3 clusters Score -2368574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2368575.000000 Penalty: 3451.074219
	Iteration 50Q: 3 clusters Score -2368575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2368581.750000 Penalty: 3451.074219
	Iteration 51Q: 3 clusters Score -2368582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2368588.250000 Penalty: 3451.074219
	Iteration 52Q: 3 clusters Score -2368588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2368587.750000 Penalty: 3451.074219
	Iteration 53Q: 3 clusters Score -2368588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2368588.500000 Penalty: 3451.074219
	Iteration 54Q: 3 clusters Score -2368588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2368590.000000 Penalty: 3451.074219
	Iteration 55Q: 3 clusters Score -2368590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2368589.250000 Penalty: 3451.074219
	Iteration 56Q: 3 clusters Score -2368589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2368592.500000 Penalty: 3451.074219
	Iteration 57Q: 3 clusters Score -2368592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2368594.000000 Penalty: 3451.074219
	Iteration 58Q: 3 clusters Score -2368594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2368589.750000 Penalty: 3451.074219
	Iteration 59Q: 3 clusters Score -2368590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2368590.750000 Penalty: 3451.074219
	Iteration 60F: 3 clusters Score -2368591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2368597.000000 Penalty: 3451.074219
	Iteration 61Q: 3 clusters Score -2368597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2368600.500000 Penalty: 3451.074219
	Iteration 62Q: 3 clusters Score -2368600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2368600.250000 Penalty: 3451.074219
	Iteration 63Q: 3 clusters Score -2368600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2368601.500000 Penalty: 3451.074219
	Iteration 64Q: 3 clusters Score -2368602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2368601.250000 Penalty: 3451.074219
	Iteration 65Q: 3 clusters Score -2368601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2368606.000000 Penalty: 3451.074219
	Iteration 66Q: 3 clusters Score -2368606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2368612.000000 Penalty: 3451.074219
	Iteration 67Q: 3 clusters Score -2368612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2368616.250000 Penalty: 3451.074219
	Iteration 68Q: 3 clusters Score -2368616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2368610.750000 Penalty: 3451.074219
	Iteration 69Q: 3 clusters Score -2368611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2368614.000000 Penalty: 3451.074219
	Iteration 70Q: 3 clusters Score -2368614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2368612.750000 Penalty: 3451.074219
	Iteration 71Q: 3 clusters Score -2368613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2368619.000000 Penalty: 3451.074219
	Iteration 72Q: 3 clusters Score -2368619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2368623.000000 Penalty: 3451.074219
	Iteration 73Q: 3 clusters Score -2368623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2368621.250000 Penalty: 3451.074219
	Iteration 74Q: 3 clusters Score -2368621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2368624.250000 Penalty: 3451.074219
	Iteration 75Q: 3 clusters Score -2368624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2368629.500000 Penalty: 3451.074219
	Iteration 76Q: 3 clusters Score -2368630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2368628.750000 Penalty: 3451.074219
	Iteration 77Q: 3 clusters Score -2368629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2368628.250000 Penalty: 3451.074219
	Iteration 78Q: 3 clusters Score -2368628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2368629.000000 Penalty: 3451.074219
	Iteration 79Q: 3 clusters Score -2368629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2368629.500000 Penalty: 3451.074219
	Iteration 80F: 3 clusters Score -2368630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2368631.000000 Penalty: 3451.074219
	Iteration 81Q: 3 clusters Score -2368631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2368631.750000 Penalty: 3451.074219
	Iteration 82Q: 3 clusters Score -2368632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2368631.250000 Penalty: 3451.074219
	Iteration 83Q: 3 clusters Score -2368631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2368630.500000 Penalty: 3451.074219
	Iteration 84Q: 3 clusters Score -2368630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2368628.000000 Penalty: 3451.074219
	Iteration 85Q: 3 clusters Score -2368628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2368627.250000 Penalty: 3451.074219
	Iteration 86Q: 3 clusters Score -2368627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2368634.250000 Penalty: 3451.074219
	Iteration 87Q: 3 clusters Score -2368634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2368636.500000 Penalty: 3451.074219
	Iteration 88Q: 3 clusters Score -2368636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2368636.750000 Penalty: 3451.074219
	Iteration 89Q: 3 clusters Score -2368637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2368638.750000 Penalty: 3451.074219
	Iteration 90Q: 3 clusters Score -2368639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2368636.250000 Penalty: 3451.074219
	Iteration 91Q: 3 clusters Score -2368636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2368635.250000 Penalty: 3451.074219
	Iteration 92Q: 3 clusters Score -2368635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2368638.250000 Penalty: 3451.074219
	Iteration 93Q: 3 clusters Score -2368638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2368637.250000 Penalty: 3451.074219
	Iteration 94Q: 3 clusters Score -2368637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2368637.250000 Penalty: 3451.074219
	Iteration 95F: 3 clusters Score -2368637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Entering Unmasked Estep 
Score: -193274.562500 Penalty: 1338.976929
	Iteration 0F: 2 clusters Score -193274.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -190097.937500 Penalty: 2677.953857
	Iteration 0F: 3 clusters Score -190097.9 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -191030.234375 Penalty: 2677.953857
	Iteration 1F: 3 clusters Score -191030.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -191309.359375 Penalty: 2677.953857
	Iteration 2F: 3 clusters Score -191309.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -191527.140625 Penalty: 2677.953857
	Iteration 3F: 3 clusters Score -191527.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -191752.328125 Penalty: 2677.953857
	Iteration 4F: 3 clusters Score -191752.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -191954.640625 Penalty: 2677.953857
	Iteration 5F: 3 clusters Score -191954.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -192113.703125 Penalty: 2677.953857
	Iteration 6Q: 3 clusters Score -192113.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -192233.671875 Penalty: 2677.953857
	Iteration 7Q: 3 clusters Score -192233.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -192303.187500 Penalty: 2677.953857
	Iteration 8Q: 3 clusters Score -192303.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -192353.578125 Penalty: 2677.953857
	Iteration 9Q: 3 clusters Score -192353.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -192383.953125 Penalty: 2677.953857
	Iteration 10Q: 3 clusters Score -192384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -192400.781250 Penalty: 2677.953857
	Iteration 11Q: 3 clusters Score -192400.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -192419.609375 Penalty: 2677.953857
	Iteration 12Q: 3 clusters Score -192419.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -192435.218750 Penalty: 2677.953857
	Iteration 13Q: 3 clusters Score -192435.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -192455.125000 Penalty: 2677.953857
	Iteration 14Q: 3 clusters Score -192455.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -192468.265625 Penalty: 2677.953857
	Iteration 15Q: 3 clusters Score -192468.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -192480.484375 Penalty: 2677.953857
	Iteration 16Q: 3 clusters Score -192480.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -192489.718750 Penalty: 2677.953857
	Iteration 17Q: 3 clusters Score -192489.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -192493.625000 Penalty: 2677.953857
	Iteration 18Q: 3 clusters Score -192493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -192494.578125 Penalty: 2677.953857
	Iteration 19Q: 3 clusters Score -192494.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -192495.984375 Penalty: 2677.953857
	Iteration 20F: 3 clusters Score -192496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -192496.937500 Penalty: 2677.953857
	Iteration 21Q: 3 clusters Score -192496.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -192498.125000 Penalty: 2677.953857
	Iteration 22Q: 3 clusters Score -192498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -192501.125000 Penalty: 2677.953857
	Iteration 23Q: 3 clusters Score -192501.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -192505.687500 Penalty: 2677.953857
	Iteration 24Q: 3 clusters Score -192505.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -192512.828125 Penalty: 2677.953857
	Iteration 25Q: 3 clusters Score -192512.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -192519.078125 Penalty: 2677.953857
	Iteration 26Q: 3 clusters Score -192519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -192523.984375 Penalty: 2677.953857
	Iteration 27Q: 3 clusters Score -192524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -192527.843750 Penalty: 2677.953857
	Iteration 28Q: 3 clusters Score -192527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -192533.203125 Penalty: 2677.953857
	Iteration 29Q: 3 clusters Score -192533.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -192538.609375 Penalty: 2677.953857
	Iteration 30Q: 3 clusters Score -192538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -192539.703125 Penalty: 2677.953857
	Iteration 31Q: 3 clusters Score -192539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -192540.156250 Penalty: 2677.953857
	Iteration 32Q: 3 clusters Score -192540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -192540.406250 Penalty: 2677.953857
	Iteration 33Q: 3 clusters Score -192540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -192540.406250 Penalty: 2677.953857
	Iteration 34F: 3 clusters Score -192540.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -77182.148438 Penalty: 1188.398315
	Iteration 0F: 2 clusters Score -77182.15 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 767 members 
Entering Unmasked Estep 
Score: -75398.796875 Penalty: 2376.796631
	Iteration 0F: 3 clusters Score -75398.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -75772.718750 Penalty: 2376.796631
	Iteration 1F: 3 clusters Score -75772.72 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -75876.343750 Penalty: 2376.796631
	Iteration 2F: 3 clusters Score -75876.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -75965.984375 Penalty: 2376.796631
	Iteration 3F: 3 clusters Score -75965.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -76035.210938 Penalty: 2376.796631
	Iteration 4Q: 3 clusters Score -76035.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -76097.484375 Penalty: 2376.796631
	Iteration 5Q: 3 clusters Score -76097.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -76150.109375 Penalty: 2376.796631
	Iteration 6Q: 3 clusters Score -76150.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -76187.132812 Penalty: 2376.796631
	Iteration 7Q: 3 clusters Score -76187.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -76227.679688 Penalty: 2376.796631
	Iteration 8Q: 3 clusters Score -76227.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -76260.648438 Penalty: 2376.796631
	Iteration 9Q: 3 clusters Score -76260.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -76283.882812 Penalty: 2376.796631
	Iteration 10Q: 3 clusters Score -76283.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -76300.710938 Penalty: 2376.796631
	Iteration 11Q: 3 clusters Score -76300.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -76309.179688 Penalty: 2376.796631
	Iteration 12Q: 3 clusters Score -76309.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -76320.179688 Penalty: 2376.796631
	Iteration 13Q: 3 clusters Score -76320.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -76327.890625 Penalty: 2376.796631
	Iteration 14Q: 3 clusters Score -76327.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -76331.437500 Penalty: 2376.796631
	Iteration 15Q: 3 clusters Score -76331.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -76334.054688 Penalty: 2376.796631
	Iteration 16Q: 3 clusters Score -76334.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -76336.148438 Penalty: 2376.796631
	Iteration 17Q: 3 clusters Score -76336.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -76338.304688 Penalty: 2376.796631
	Iteration 18Q: 3 clusters Score -76338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -76339.468750 Penalty: 2376.796631
	Iteration 19Q: 3 clusters Score -76339.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -76339.757812 Penalty: 2376.796631
	Iteration 20F: 3 clusters Score -76339.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -76340.609375 Penalty: 2376.796631
	Iteration 21Q: 3 clusters Score -76340.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -76341.867188 Penalty: 2376.796631
	Iteration 22Q: 3 clusters Score -76341.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -76343.921875 Penalty: 2376.796631
	Iteration 23Q: 3 clusters Score -76343.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -76346.914062 Penalty: 2376.796631
	Iteration 24Q: 3 clusters Score -76346.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -76351.914062 Penalty: 2376.796631
	Iteration 25Q: 3 clusters Score -76351.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -76358.601562 Penalty: 2376.796631
	Iteration 26Q: 3 clusters Score -76358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -76363.156250 Penalty: 2376.796631
	Iteration 27Q: 3 clusters Score -76363.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -76368.500000 Penalty: 2376.796631
	Iteration 28Q: 3 clusters Score -76368.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -76378.500000 Penalty: 2376.796631
	Iteration 29Q: 3 clusters Score -76378.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -76392.375000 Penalty: 2376.796631
	Iteration 30Q: 3 clusters Score -76392.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -76402.210938 Penalty: 2376.796631
	Iteration 31Q: 3 clusters Score -76402.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -76410.875000 Penalty: 2376.796631
	Iteration 32Q: 3 clusters Score -76410.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -76430.718750 Penalty: 2376.796631
	Iteration 33Q: 3 clusters Score -76430.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -76441.468750 Penalty: 2376.796631
	Iteration 34Q: 3 clusters Score -76441.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -76452.500000 Penalty: 2376.796631
	Iteration 35Q: 3 clusters Score -76452.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -76465.132812 Penalty: 2376.796631
	Iteration 36Q: 3 clusters Score -76465.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -76480.765625 Penalty: 2376.796631
	Iteration 37Q: 3 clusters Score -76480.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -76495.148438 Penalty: 2376.796631
	Iteration 38Q: 3 clusters Score -76495.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -76507.953125 Penalty: 2376.796631
	Iteration 39Q: 3 clusters Score -76507.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -76518.882812 Penalty: 2376.796631
	Iteration 40F: 3 clusters Score -76518.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -76531.468750 Penalty: 2376.796631
	Iteration 41Q: 3 clusters Score -76531.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -76551.414062 Penalty: 2376.796631
	Iteration 42Q: 3 clusters Score -76551.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -76571.710938 Penalty: 2376.796631
	Iteration 43Q: 3 clusters Score -76571.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -76588.179688 Penalty: 2376.796631
	Iteration 44Q: 3 clusters Score -76588.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -76605.375000 Penalty: 2376.796631
	Iteration 45Q: 3 clusters Score -76605.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -76626.460938 Penalty: 2376.796631
	Iteration 46Q: 3 clusters Score -76626.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -76638.453125 Penalty: 2376.796631
	Iteration 47Q: 3 clusters Score -76638.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -76649.500000 Penalty: 2376.796631
	Iteration 48Q: 3 clusters Score -76649.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -76658.734375 Penalty: 2376.796631
	Iteration 49Q: 3 clusters Score -76658.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -76677.492188 Penalty: 2376.796631
	Iteration 50Q: 3 clusters Score -76677.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -76698.421875 Penalty: 2376.796631
	Iteration 51Q: 3 clusters Score -76698.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -76710.429688 Penalty: 2376.796631
	Iteration 52Q: 3 clusters Score -76710.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -76718.617188 Penalty: 2376.796631
	Iteration 53Q: 3 clusters Score -76718.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -76720.960938 Penalty: 2376.796631
	Iteration 54Q: 3 clusters Score -76720.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -76725.546875 Penalty: 2376.796631
	Iteration 55Q: 3 clusters Score -76725.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -76732.414062 Penalty: 2376.796631
	Iteration 56Q: 3 clusters Score -76732.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -76736.164062 Penalty: 2376.796631
	Iteration 57Q: 3 clusters Score -76736.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -76738.359375 Penalty: 2376.796631
	Iteration 58Q: 3 clusters Score -76738.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -76740.726562 Penalty: 2376.796631
	Iteration 59Q: 3 clusters Score -76740.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -76741.992188 Penalty: 2376.796631
	Iteration 60F: 3 clusters Score -76741.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -76743.218750 Penalty: 2376.796631
	Iteration 61Q: 3 clusters Score -76743.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -76743.851562 Penalty: 2376.796631
	Iteration 62Q: 3 clusters Score -76743.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -76743.851562 Penalty: 2376.796631
	Iteration 63F: 3 clusters Score -76743.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Entering Unmasked Estep 
Score: -2795008.000000 Penalty: 1749.673462
	Iteration 0F: 2 clusters Score -2795008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2763379.250000 Penalty: 3499.346924
	Iteration 0F: 3 clusters Score -2763379 nChanged 22162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -2776153.000000 Penalty: 3499.346924
	Iteration 1F: 3 clusters Score -2776153 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -2776847.500000 Penalty: 3499.346924
	Iteration 2Q: 3 clusters Score -2776848 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2777758.500000 Penalty: 3499.346924
	Iteration 3Q: 3 clusters Score -2777758 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2779013.750000 Penalty: 3499.346924
	Iteration 4Q: 3 clusters Score -2779014 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2780834.750000 Penalty: 3499.346924
	Iteration 5F: 3 clusters Score -2780835 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2783044.250000 Penalty: 3499.346924
	Iteration 6F: 3 clusters Score -2783044 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2785073.500000 Penalty: 3499.346924
	Iteration 7F: 3 clusters Score -2785074 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2786574.750000 Penalty: 3499.346924
	Iteration 8F: 3 clusters Score -2786575 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2787638.750000 Penalty: 3499.346924
	Iteration 9Q: 3 clusters Score -2787639 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2788408.500000 Penalty: 3499.346924
	Iteration 10Q: 3 clusters Score -2788408 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2788969.250000 Penalty: 3499.346924
	Iteration 11Q: 3 clusters Score -2788969 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2789411.250000 Penalty: 3499.346924
	Iteration 12Q: 3 clusters Score -2789411 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2789744.750000 Penalty: 3499.346924
	Iteration 13Q: 3 clusters Score -2789745 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2790025.500000 Penalty: 3499.346924
	Iteration 14Q: 3 clusters Score -2790026 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2790304.500000 Penalty: 3499.346924
	Iteration 15Q: 3 clusters Score -2790304 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2790576.000000 Penalty: 3499.346924
	Iteration 16Q: 3 clusters Score -2790576 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2790817.500000 Penalty: 3499.346924
	Iteration 17Q: 3 clusters Score -2790818 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2791010.000000 Penalty: 3499.346924
	Iteration 18Q: 3 clusters Score -2791010 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2791138.500000 Penalty: 3499.346924
	Iteration 19Q: 3 clusters Score -2791138 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2791249.750000 Penalty: 3499.346924
	Iteration 20F: 3 clusters Score -2791250 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2791361.000000 Penalty: 3499.346924
	Iteration 21Q: 3 clusters Score -2791361 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2791443.500000 Penalty: 3499.346924
	Iteration 22Q: 3 clusters Score -2791444 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2791532.750000 Penalty: 3499.346924
	Iteration 23Q: 3 clusters Score -2791533 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2791601.000000 Penalty: 3499.346924
	Iteration 24Q: 3 clusters Score -2791601 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2791671.250000 Penalty: 3499.346924
	Iteration 25Q: 3 clusters Score -2791671 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2791773.250000 Penalty: 3499.346924
	Iteration 26Q: 3 clusters Score -2791773 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2791835.250000 Penalty: 3499.346924
	Iteration 27Q: 3 clusters Score -2791835 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2791912.500000 Penalty: 3499.346924
	Iteration 28Q: 3 clusters Score -2791912 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2791942.250000 Penalty: 3499.346924
	Iteration 29Q: 3 clusters Score -2791942 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2791992.000000 Penalty: 3499.346924
	Iteration 30Q: 3 clusters Score -2791992 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2792034.250000 Penalty: 3499.346924
	Iteration 31Q: 3 clusters Score -2792034 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2792098.500000 Penalty: 3499.346924
	Iteration 32Q: 3 clusters Score -2792098 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2792176.750000 Penalty: 3499.346924
	Iteration 33Q: 3 clusters Score -2792177 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2792226.250000 Penalty: 3499.346924
	Iteration 34Q: 3 clusters Score -2792226 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2792296.000000 Penalty: 3499.346924
	Iteration 35Q: 3 clusters Score -2792296 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2792353.250000 Penalty: 3499.346924
	Iteration 36Q: 3 clusters Score -2792353 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2792406.500000 Penalty: 3499.346924
	Iteration 37Q: 3 clusters Score -2792406 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2792467.500000 Penalty: 3499.346924
	Iteration 38Q: 3 clusters Score -2792468 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2792514.250000 Penalty: 3499.346924
	Iteration 39Q: 3 clusters Score -2792514 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2792556.750000 Penalty: 3499.346924
	Iteration 40F: 3 clusters Score -2792557 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2792590.250000 Penalty: 3499.346924
	Iteration 41Q: 3 clusters Score -2792590 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2792623.750000 Penalty: 3499.346924
	Iteration 42Q: 3 clusters Score -2792624 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2792667.750000 Penalty: 3499.346924
	Iteration 43Q: 3 clusters Score -2792668 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2792705.000000 Penalty: 3499.346924
	Iteration 44Q: 3 clusters Score -2792705 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2792755.500000 Penalty: 3499.346924
	Iteration 45Q: 3 clusters Score -2792756 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2792804.750000 Penalty: 3499.346924
	Iteration 46Q: 3 clusters Score -2792805 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2792833.000000 Penalty: 3499.346924
	Iteration 47Q: 3 clusters Score -2792833 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2792882.250000 Penalty: 3499.346924
	Iteration 48Q: 3 clusters Score -2792882 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2792923.000000 Penalty: 3499.346924
	Iteration 49Q: 3 clusters Score -2792923 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2792952.000000 Penalty: 3499.346924
	Iteration 50Q: 3 clusters Score -2792952 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2793016.750000 Penalty: 3499.346924
	Iteration 51Q: 3 clusters Score -2793017 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2793046.250000 Penalty: 3499.346924
	Iteration 52Q: 3 clusters Score -2793046 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2793082.500000 Penalty: 3499.346924
	Iteration 53Q: 3 clusters Score -2793082 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2793110.000000 Penalty: 3499.346924
	Iteration 54Q: 3 clusters Score -2793110 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2793141.250000 Penalty: 3499.346924
	Iteration 55Q: 3 clusters Score -2793141 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2793170.250000 Penalty: 3499.346924
	Iteration 56Q: 3 clusters Score -2793170 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2793213.500000 Penalty: 3499.346924
	Iteration 57Q: 3 clusters Score -2793214 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2793250.750000 Penalty: 3499.346924
	Iteration 58Q: 3 clusters Score -2793251 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2793280.000000 Penalty: 3499.346924
	Iteration 59Q: 3 clusters Score -2793280 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2793308.500000 Penalty: 3499.346924
	Iteration 60F: 3 clusters Score -2793308 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2793361.000000 Penalty: 3499.346924
	Iteration 61Q: 3 clusters Score -2793361 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2793378.250000 Penalty: 3499.346924
	Iteration 62Q: 3 clusters Score -2793378 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2793405.500000 Penalty: 3499.346924
	Iteration 63Q: 3 clusters Score -2793406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2793418.000000 Penalty: 3499.346924
	Iteration 64Q: 3 clusters Score -2793418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2793426.000000 Penalty: 3499.346924
	Iteration 65Q: 3 clusters Score -2793426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2793433.750000 Penalty: 3499.346924
	Iteration 66Q: 3 clusters Score -2793434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2793446.750000 Penalty: 3499.346924
	Iteration 67Q: 3 clusters Score -2793447 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2793460.000000 Penalty: 3499.346924
	Iteration 68Q: 3 clusters Score -2793460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2793465.750000 Penalty: 3499.346924
	Iteration 69Q: 3 clusters Score -2793466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2793476.750000 Penalty: 3499.346924
	Iteration 70Q: 3 clusters Score -2793477 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2793497.250000 Penalty: 3499.346924
	Iteration 71Q: 3 clusters Score -2793497 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2793505.500000 Penalty: 3499.346924
	Iteration 72Q: 3 clusters Score -2793506 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2793525.250000 Penalty: 3499.346924
	Iteration 73Q: 3 clusters Score -2793525 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2793535.000000 Penalty: 3499.346924
	Iteration 74Q: 3 clusters Score -2793535 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2793552.750000 Penalty: 3499.346924
	Iteration 75Q: 3 clusters Score -2793553 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2793570.250000 Penalty: 3499.346924
	Iteration 76Q: 3 clusters Score -2793570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2793590.750000 Penalty: 3499.346924
	Iteration 77Q: 3 clusters Score -2793591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2793603.000000 Penalty: 3499.346924
	Iteration 78Q: 3 clusters Score -2793603 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2793617.750000 Penalty: 3499.346924
	Iteration 79Q: 3 clusters Score -2793618 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2793638.000000 Penalty: 3499.346924
	Iteration 80F: 3 clusters Score -2793638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2793652.250000 Penalty: 3499.346924
	Iteration 81Q: 3 clusters Score -2793652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2793659.750000 Penalty: 3499.346924
	Iteration 82Q: 3 clusters Score -2793660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2793668.250000 Penalty: 3499.346924
	Iteration 83Q: 3 clusters Score -2793668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2793693.500000 Penalty: 3499.346924
	Iteration 84Q: 3 clusters Score -2793694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2793699.000000 Penalty: 3499.346924
	Iteration 85Q: 3 clusters Score -2793699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2793710.750000 Penalty: 3499.346924
	Iteration 86Q: 3 clusters Score -2793711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2793720.000000 Penalty: 3499.346924
	Iteration 87Q: 3 clusters Score -2793720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2793731.250000 Penalty: 3499.346924
	Iteration 88Q: 3 clusters Score -2793731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2793749.000000 Penalty: 3499.346924
	Iteration 89Q: 3 clusters Score -2793749 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2793766.750000 Penalty: 3499.346924
	Iteration 90Q: 3 clusters Score -2793767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2793778.250000 Penalty: 3499.346924
	Iteration 91Q: 3 clusters Score -2793778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2793797.500000 Penalty: 3499.346924
	Iteration 92Q: 3 clusters Score -2793798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2793804.000000 Penalty: 3499.346924
	Iteration 93Q: 3 clusters Score -2793804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2793814.250000 Penalty: 3499.346924
	Iteration 94Q: 3 clusters Score -2793814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2793830.000000 Penalty: 3499.346924
	Iteration 95Q: 3 clusters Score -2793830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2793836.000000 Penalty: 3499.346924
	Iteration 96Q: 3 clusters Score -2793836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2793854.000000 Penalty: 3499.346924
	Iteration 97Q: 3 clusters Score -2793854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2793861.500000 Penalty: 3499.346924
	Iteration 98Q: 3 clusters Score -2793862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2793872.250000 Penalty: 3499.346924
	Iteration 99Q: 3 clusters Score -2793872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2793878.500000 Penalty: 3499.346924
	Iteration 100F: 3 clusters Score -2793878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2793884.750000 Penalty: 3499.346924
	Iteration 101Q: 3 clusters Score -2793885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2793885.750000 Penalty: 3499.346924
	Iteration 102Q: 3 clusters Score -2793886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2793891.750000 Penalty: 3499.346924
	Iteration 103Q: 3 clusters Score -2793892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2793901.750000 Penalty: 3499.346924
	Iteration 104Q: 3 clusters Score -2793902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2793912.250000 Penalty: 3499.346924
	Iteration 105Q: 3 clusters Score -2793912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2793915.500000 Penalty: 3499.346924
	Iteration 106Q: 3 clusters Score -2793916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2793916.250000 Penalty: 3499.346924
	Iteration 107Q: 3 clusters Score -2793916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2793919.500000 Penalty: 3499.346924
	Iteration 108Q: 3 clusters Score -2793920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2793931.500000 Penalty: 3499.346924
	Iteration 109Q: 3 clusters Score -2793932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2793940.000000 Penalty: 3499.346924
	Iteration 110Q: 3 clusters Score -2793940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2793957.000000 Penalty: 3499.346924
	Iteration 111Q: 3 clusters Score -2793957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2793953.250000 Penalty: 3499.346924
	Iteration 112Q: 3 clusters Score -2793953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2793962.000000 Penalty: 3499.346924
	Iteration 113Q: 3 clusters Score -2793962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2793962.750000 Penalty: 3499.346924
	Iteration 114Q: 3 clusters Score -2793963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2793964.000000 Penalty: 3499.346924
	Iteration 115Q: 3 clusters Score -2793964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2793967.500000 Penalty: 3499.346924
	Iteration 116Q: 3 clusters Score -2793968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2793976.250000 Penalty: 3499.346924
	Iteration 117Q: 3 clusters Score -2793976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2793979.750000 Penalty: 3499.346924
	Iteration 118Q: 3 clusters Score -2793980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2793977.500000 Penalty: 3499.346924
	Iteration 119Q: 3 clusters Score -2793978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2793985.250000 Penalty: 3499.346924
	Iteration 120F: 3 clusters Score -2793985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2793990.500000 Penalty: 3499.346924
	Iteration 121Q: 3 clusters Score -2793990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2793988.250000 Penalty: 3499.346924
	Iteration 122Q: 3 clusters Score -2793988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2793987.000000 Penalty: 3499.346924
	Iteration 123Q: 3 clusters Score -2793987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2793988.000000 Penalty: 3499.346924
	Iteration 124Q: 3 clusters Score -2793988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2793985.000000 Penalty: 3499.346924
	Iteration 125Q: 3 clusters Score -2793985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2793984.000000 Penalty: 3499.346924
	Iteration 126Q: 3 clusters Score -2793984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2793987.750000 Penalty: 3499.346924
	Iteration 127Q: 3 clusters Score -2793988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2793988.250000 Penalty: 3499.346924
	Iteration 128Q: 3 clusters Score -2793988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2793991.500000 Penalty: 3499.346924
	Iteration 129Q: 3 clusters Score -2793992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2793992.750000 Penalty: 3499.346924
	Iteration 130Q: 3 clusters Score -2793993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2793995.750000 Penalty: 3499.346924
	Iteration 131Q: 3 clusters Score -2793996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2793998.750000 Penalty: 3499.346924
	Iteration 132Q: 3 clusters Score -2793999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2794004.000000 Penalty: 3499.346924
	Iteration 133Q: 3 clusters Score -2794004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2794006.000000 Penalty: 3499.346924
	Iteration 134Q: 3 clusters Score -2794006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2794003.750000 Penalty: 3499.346924
	Iteration 135Q: 3 clusters Score -2794004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2794006.750000 Penalty: 3499.346924
	Iteration 136Q: 3 clusters Score -2794007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2794007.750000 Penalty: 3499.346924
	Iteration 137Q: 3 clusters Score -2794008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2794005.500000 Penalty: 3499.346924
	Iteration 138Q: 3 clusters Score -2794006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2794009.500000 Penalty: 3499.346924
	Iteration 139Q: 3 clusters Score -2794010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2794011.500000 Penalty: 3499.346924
	Iteration 140F: 3 clusters Score -2794012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2794010.250000 Penalty: 3499.346924
	Iteration 141Q: 3 clusters Score -2794010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2794009.000000 Penalty: 3499.346924
	Iteration 142Q: 3 clusters Score -2794009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2794010.000000 Penalty: 3499.346924
	Iteration 143Q: 3 clusters Score -2794010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2794011.000000 Penalty: 3499.346924
	Iteration 144Q: 3 clusters Score -2794011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2794011.000000 Penalty: 3499.346924
	Iteration 145Q: 3 clusters Score -2794011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2794010.000000 Penalty: 3499.346924
	Iteration 146Q: 3 clusters Score -2794010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2794011.250000 Penalty: 3499.346924
	Iteration 147Q: 3 clusters Score -2794011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2794008.500000 Penalty: 3499.346924
	Iteration 148Q: 3 clusters Score -2794008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2794011.750000 Penalty: 3499.346924
	Iteration 149Q: 3 clusters Score -2794012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2794010.500000 Penalty: 3499.346924
	Iteration 150Q: 3 clusters Score -2794010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2794010.500000 Penalty: 3499.346924
	Iteration 151F: 3 clusters Score -2794010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -95285.820312 Penalty: 1215.752808
	Iteration 0F: 2 clusters Score -95285.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -93371.164062 Penalty: 2431.505615
	Iteration 0F: 3 clusters Score -93371.16 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -93891.500000 Penalty: 2431.505615
	Iteration 1F: 3 clusters Score -93891.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -94077.406250 Penalty: 2431.505615
	Iteration 2F: 3 clusters Score -94077.41 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -94186.734375 Penalty: 2431.505615
	Iteration 3F: 3 clusters Score -94186.73 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -94259.898438 Penalty: 2431.505615
	Iteration 4Q: 3 clusters Score -94259.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -94310.203125 Penalty: 2431.505615
	Iteration 5Q: 3 clusters Score -94310.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -94346.023438 Penalty: 2431.505615
	Iteration 6Q: 3 clusters Score -94346.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -94383.070312 Penalty: 2431.505615
	Iteration 7Q: 3 clusters Score -94383.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -94429.742188 Penalty: 2431.505615
	Iteration 8Q: 3 clusters Score -94429.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -94467.632812 Penalty: 2431.505615
	Iteration 9Q: 3 clusters Score -94467.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -94502.929688 Penalty: 2431.505615
	Iteration 10Q: 3 clusters Score -94502.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -94551.890625 Penalty: 2431.505615
	Iteration 11Q: 3 clusters Score -94551.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -94608.789062 Penalty: 2431.505615
	Iteration 12Q: 3 clusters Score -94608.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -94677.031250 Penalty: 2431.505615
	Iteration 13Q: 3 clusters Score -94677.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -94749.734375 Penalty: 2431.505615
	Iteration 14Q: 3 clusters Score -94749.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -94831.656250 Penalty: 2431.505615
	Iteration 15Q: 3 clusters Score -94831.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -94933.992188 Penalty: 2431.505615
	Iteration 16Q: 3 clusters Score -94933.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -94991.015625 Penalty: 2431.505615
	Iteration 17Q: 3 clusters Score -94991.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -95019.734375 Penalty: 2431.505615
	Iteration 18Q: 3 clusters Score -95019.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -95029.390625 Penalty: 2431.505615
	Iteration 19Q: 3 clusters Score -95029.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -95033.968750 Penalty: 2431.505615
	Iteration 20F: 3 clusters Score -95033.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -95035.796875 Penalty: 2431.505615
	Iteration 21Q: 3 clusters Score -95035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -95037.546875 Penalty: 2431.505615
	Iteration 22Q: 3 clusters Score -95037.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -95041.554688 Penalty: 2431.505615
	Iteration 23Q: 3 clusters Score -95041.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -95042.695312 Penalty: 2431.505615
	Iteration 24Q: 3 clusters Score -95042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -95043.218750 Penalty: 2431.505615
	Iteration 25Q: 3 clusters Score -95043.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -95044.148438 Penalty: 2431.505615
	Iteration 26Q: 3 clusters Score -95044.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -95045.445312 Penalty: 2431.505615
	Iteration 27Q: 3 clusters Score -95045.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -95045.445312 Penalty: 2431.505615
	Iteration 28F: 3 clusters Score -95045.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Entering Unmasked Estep 
Score: -2339071.750000 Penalty: 1742.108032
	Iteration 0F: 2 clusters Score -2339072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2308818.250000 Penalty: 3484.216064
	Iteration 0F: 3 clusters Score -2308818 nChanged 21174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2320941.000000 Penalty: 3484.216064
	Iteration 1F: 3 clusters Score -2320941 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2321917.750000 Penalty: 3484.216064
	Iteration 2F: 3 clusters Score -2321918 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2323289.000000 Penalty: 3484.216064
	Iteration 3F: 3 clusters Score -2323289 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -2325046.000000 Penalty: 3484.216064
	Iteration 4F: 3 clusters Score -2325046 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -2326935.500000 Penalty: 3484.216064
	Iteration 5F: 3 clusters Score -2326936 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -2328790.250000 Penalty: 3484.216064
	Iteration 6F: 3 clusters Score -2328790 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -2330386.750000 Penalty: 3484.216064
	Iteration 7F: 3 clusters Score -2330387 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -2332041.250000 Penalty: 3484.216064
	Iteration 8F: 3 clusters Score -2332041 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -2333608.500000 Penalty: 3484.216064
	Iteration 9Q: 3 clusters Score -2333608 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -2335000.500000 Penalty: 3484.216064
	Iteration 10Q: 3 clusters Score -2335000 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -2336002.250000 Penalty: 3484.216064
	Iteration 11Q: 3 clusters Score -2336002 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -2336692.750000 Penalty: 3484.216064
	Iteration 12Q: 3 clusters Score -2336693 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -2337163.500000 Penalty: 3484.216064
	Iteration 13Q: 3 clusters Score -2337164 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -2337527.000000 Penalty: 3484.216064
	Iteration 14Q: 3 clusters Score -2337527 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -2337795.500000 Penalty: 3484.216064
	Iteration 15Q: 3 clusters Score -2337796 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -2337997.000000 Penalty: 3484.216064
	Iteration 16Q: 3 clusters Score -2337997 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -2338147.000000 Penalty: 3484.216064
	Iteration 17Q: 3 clusters Score -2338147 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -2338260.250000 Penalty: 3484.216064
	Iteration 18Q: 3 clusters Score -2338260 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -2338355.750000 Penalty: 3484.216064
	Iteration 19Q: 3 clusters Score -2338356 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -2338453.250000 Penalty: 3484.216064
	Iteration 20F: 3 clusters Score -2338453 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -2338537.250000 Penalty: 3484.216064
	Iteration 21Q: 3 clusters Score -2338537 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -2338617.500000 Penalty: 3484.216064
	Iteration 22Q: 3 clusters Score -2338618 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -2338700.000000 Penalty: 3484.216064
	Iteration 23Q: 3 clusters Score -2338700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -2338756.000000 Penalty: 3484.216064
	Iteration 24Q: 3 clusters Score -2338756 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -2338808.250000 Penalty: 3484.216064
	Iteration 25Q: 3 clusters Score -2338808 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -2338863.500000 Penalty: 3484.216064
	Iteration 26Q: 3 clusters Score -2338864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -2338909.000000 Penalty: 3484.216064
	Iteration 27Q: 3 clusters Score -2338909 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -2338956.500000 Penalty: 3484.216064
	Iteration 28Q: 3 clusters Score -2338956 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -2338999.250000 Penalty: 3484.216064
	Iteration 29Q: 3 clusters Score -2338999 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -2339022.000000 Penalty: 3484.216064
	Iteration 30Q: 3 clusters Score -2339022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -2339040.000000 Penalty: 3484.216064
	Iteration 31Q: 3 clusters Score -2339040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -2339047.250000 Penalty: 3484.216064
	Iteration 32Q: 3 clusters Score -2339047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -2339065.250000 Penalty: 3484.216064
	Iteration 33Q: 3 clusters Score -2339065 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -2339079.500000 Penalty: 3484.216064
	Iteration 34Q: 3 clusters Score -2339080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -2339089.250000 Penalty: 3484.216064
	Iteration 35Q: 3 clusters Score -2339089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -2339090.750000 Penalty: 3484.216064
	Iteration 36Q: 3 clusters Score -2339091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -2339103.250000 Penalty: 3484.216064
	Iteration 37Q: 3 clusters Score -2339103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -2339113.000000 Penalty: 3484.216064
	Iteration 38Q: 3 clusters Score -2339113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -2339113.250000 Penalty: 3484.216064
	Iteration 39Q: 3 clusters Score -2339113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -2339124.750000 Penalty: 3484.216064
	Iteration 40F: 3 clusters Score -2339125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -2339126.750000 Penalty: 3484.216064
	Iteration 41Q: 3 clusters Score -2339127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -2339125.250000 Penalty: 3484.216064
	Iteration 42Q: 3 clusters Score -2339125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -2339136.750000 Penalty: 3484.216064
	Iteration 43Q: 3 clusters Score -2339137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -2339148.500000 Penalty: 3484.216064
	Iteration 44Q: 3 clusters Score -2339148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -2339149.000000 Penalty: 3484.216064
	Iteration 45Q: 3 clusters Score -2339149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -2339149.250000 Penalty: 3484.216064
	Iteration 46Q: 3 clusters Score -2339149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -2339148.000000 Penalty: 3484.216064
	Iteration 47Q: 3 clusters Score -2339148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -2339149.000000 Penalty: 3484.216064
	Iteration 48Q: 3 clusters Score -2339149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -2339145.250000 Penalty: 3484.216064
	Iteration 49Q: 3 clusters Score -2339145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -2339145.250000 Penalty: 3484.216064
	Iteration 50Q: 3 clusters Score -2339145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -2339145.250000 Penalty: 3484.216064
	Iteration 51Q: 3 clusters Score -2339145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -2339143.250000 Penalty: 3484.216064
	Iteration 52Q: 3 clusters Score -2339143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -2339142.250000 Penalty: 3484.216064
	Iteration 53Q: 3 clusters Score -2339142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -2339143.250000 Penalty: 3484.216064
	Iteration 54Q: 3 clusters Score -2339143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -2339143.750000 Penalty: 3484.216064
	Iteration 55Q: 3 clusters Score -2339144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -2339145.500000 Penalty: 3484.216064
	Iteration 56Q: 3 clusters Score -2339146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -2339145.500000 Penalty: 3484.216064
	Iteration 57F: 3 clusters Score -2339146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 107044 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 14175 members 
Mstep: Class 5 contains 40892 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 47440 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 11 contains 17782 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 41654 members 
Mstep: Class 15 contains 18016 members 
Mstep: Class 16 contains 136058 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 44976 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13493 members 
Mstep: Class 23 contains 15072 members 
Mstep: Class 24 contains 6739 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 5718 members 
Mstep: Class 28 contains 1007 members 
Mstep: Class 29 contains 42171 members 
Entering Unmasked Estep 
Score: -34124772.000000 Penalty: 62879.636719
Splitting cluster 10 changes total score from -34125024.000000 to -34124772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (17782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Entering Unmasked Estep 
Score: -1028032.062500 Penalty: 1590.215576
	Iteration 0F: 2 clusters Score -1028032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1015812.750000 Penalty: 3180.431152
	Iteration 0F: 3 clusters Score -1015813 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1020329.562500 Penalty: 3180.431152
	Iteration 1F: 3 clusters Score -1020330 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1020726.625000 Penalty: 3180.431152
	Iteration 2F: 3 clusters Score -1020727 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1021159.937500 Penalty: 3180.431152
	Iteration 3F: 3 clusters Score -1021160 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1021662.750000 Penalty: 3180.431152
	Iteration 4F: 3 clusters Score -1021663 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1022312.000000 Penalty: 3180.431152
	Iteration 5F: 3 clusters Score -1022312 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1023134.437500 Penalty: 3180.431152
	Iteration 6F: 3 clusters Score -1023134 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1024035.875000 Penalty: 3180.431152
	Iteration 7F: 3 clusters Score -1024036 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1024810.937500 Penalty: 3180.431152
	Iteration 8F: 3 clusters Score -1024811 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1025301.062500 Penalty: 3180.431152
	Iteration 9Q: 3 clusters Score -1025301 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1025584.125000 Penalty: 3180.431152
	Iteration 10Q: 3 clusters Score -1025584 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1025733.312500 Penalty: 3180.431152
	Iteration 11Q: 3 clusters Score -1025733 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1025830.312500 Penalty: 3180.431152
	Iteration 12Q: 3 clusters Score -1025830 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1025894.437500 Penalty: 3180.431152
	Iteration 13Q: 3 clusters Score -1025894 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1025932.500000 Penalty: 3180.431152
	Iteration 14Q: 3 clusters Score -1025932 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1025955.687500 Penalty: 3180.431152
	Iteration 15Q: 3 clusters Score -1025956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1025979.187500 Penalty: 3180.431152
	Iteration 16Q: 3 clusters Score -1025979 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1026005.562500 Penalty: 3180.431152
	Iteration 17Q: 3 clusters Score -1026006 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1026027.875000 Penalty: 3180.431152
	Iteration 18Q: 3 clusters Score -1026028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1026049.875000 Penalty: 3180.431152
	Iteration 19Q: 3 clusters Score -1026050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1026072.375000 Penalty: 3180.431152
	Iteration 20F: 3 clusters Score -1026072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1026094.437500 Penalty: 3180.431152
	Iteration 21Q: 3 clusters Score -1026094 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1026118.562500 Penalty: 3180.431152
	Iteration 22Q: 3 clusters Score -1026119 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1026141.625000 Penalty: 3180.431152
	Iteration 23Q: 3 clusters Score -1026142 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1026175.687500 Penalty: 3180.431152
	Iteration 24Q: 3 clusters Score -1026176 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1026205.812500 Penalty: 3180.431152
	Iteration 25Q: 3 clusters Score -1026206 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1026227.437500 Penalty: 3180.431152
	Iteration 26Q: 3 clusters Score -1026227 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1026255.187500 Penalty: 3180.431152
	Iteration 27Q: 3 clusters Score -1026255 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1026290.937500 Penalty: 3180.431152
	Iteration 28Q: 3 clusters Score -1026291 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1026333.062500 Penalty: 3180.431152
	Iteration 29Q: 3 clusters Score -1026333 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1026401.937500 Penalty: 3180.431152
	Iteration 30Q: 3 clusters Score -1026402 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1026489.812500 Penalty: 3180.431152
	Iteration 31Q: 3 clusters Score -1026490 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1026621.312500 Penalty: 3180.431152
	Iteration 32Q: 3 clusters Score -1026621 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1026815.125000 Penalty: 3180.431152
	Iteration 33Q: 3 clusters Score -1026815 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1027094.125000 Penalty: 3180.431152
	Iteration 34Q: 3 clusters Score -1027094 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1027328.937500 Penalty: 3180.431152
	Iteration 35Q: 3 clusters Score -1027329 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1027446.000000 Penalty: 3180.431152
	Iteration 36Q: 3 clusters Score -1027446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1027489.187500 Penalty: 3180.431152
	Iteration 37Q: 3 clusters Score -1027489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1027507.500000 Penalty: 3180.431152
	Iteration 38Q: 3 clusters Score -1027508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1027516.625000 Penalty: 3180.431152
	Iteration 39Q: 3 clusters Score -1027517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1027521.625000 Penalty: 3180.431152
	Iteration 40F: 3 clusters Score -1027522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1027519.937500 Penalty: 3180.431152
	Iteration 41Q: 3 clusters Score -1027520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1027524.125000 Penalty: 3180.431152
	Iteration 42Q: 3 clusters Score -1027524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1027525.062500 Penalty: 3180.431152
	Iteration 43Q: 3 clusters Score -1027525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1027526.750000 Penalty: 3180.431152
	Iteration 44Q: 3 clusters Score -1027527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1027531.500000 Penalty: 3180.431152
	Iteration 45Q: 3 clusters Score -1027532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1027530.687500 Penalty: 3180.431152
	Iteration 46Q: 3 clusters Score -1027531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1027531.625000 Penalty: 3180.431152
	Iteration 47Q: 3 clusters Score -1027532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1027531.937500 Penalty: 3180.431152
	Iteration 48Q: 3 clusters Score -1027532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1027531.687500 Penalty: 3180.431152
	Iteration 49Q: 3 clusters Score -1027532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1027532.562500 Penalty: 3180.431152
	Iteration 50Q: 3 clusters Score -1027533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1027532.500000 Penalty: 3180.431152
	Iteration 51Q: 3 clusters Score -1027532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1027532.562500 Penalty: 3180.431152
	Iteration 52Q: 3 clusters Score -1027533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1027530.437500 Penalty: 3180.431152
	Iteration 53Q: 3 clusters Score -1027530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1027529.812500 Penalty: 3180.431152
	Iteration 54Q: 3 clusters Score -1027530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1027530.437500 Penalty: 3180.431152
	Iteration 55Q: 3 clusters Score -1027530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1027530.437500 Penalty: 3180.431152
	Iteration 56F: 3 clusters Score -1027530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -174976.828125 Penalty: 1310.911743
	Iteration 0F: 2 clusters Score -174976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -172133.437500 Penalty: 2621.823486
	Iteration 0F: 3 clusters Score -172133.4 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -172867.000000 Penalty: 2621.823486
	Iteration 1F: 3 clusters Score -172867 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -173042.421875 Penalty: 2621.823486
	Iteration 2F: 3 clusters Score -173042.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -173175.296875 Penalty: 2621.823486
	Iteration 3F: 3 clusters Score -173175.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -173283.375000 Penalty: 2621.823486
	Iteration 4Q: 3 clusters Score -173283.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -173414.140625 Penalty: 2621.823486
	Iteration 5Q: 3 clusters Score -173414.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -173568.750000 Penalty: 2621.823486
	Iteration 6F: 3 clusters Score -173568.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -173771.234375 Penalty: 2621.823486
	Iteration 7F: 3 clusters Score -173771.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -173958.906250 Penalty: 2621.823486
	Iteration 8F: 3 clusters Score -173958.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -174107.031250 Penalty: 2621.823486
	Iteration 9F: 3 clusters Score -174107 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -174222.453125 Penalty: 2621.823486
	Iteration 10Q: 3 clusters Score -174222.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -174303.531250 Penalty: 2621.823486
	Iteration 11Q: 3 clusters Score -174303.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -174372.140625 Penalty: 2621.823486
	Iteration 12Q: 3 clusters Score -174372.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -174406.687500 Penalty: 2621.823486
	Iteration 13Q: 3 clusters Score -174406.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -174425.312500 Penalty: 2621.823486
	Iteration 14Q: 3 clusters Score -174425.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -174437.328125 Penalty: 2621.823486
	Iteration 15Q: 3 clusters Score -174437.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -174447.234375 Penalty: 2621.823486
	Iteration 16Q: 3 clusters Score -174447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -174451.906250 Penalty: 2621.823486
	Iteration 17Q: 3 clusters Score -174451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -174455.140625 Penalty: 2621.823486
	Iteration 18Q: 3 clusters Score -174455.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -174456.140625 Penalty: 2621.823486
	Iteration 19Q: 3 clusters Score -174456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -174457.718750 Penalty: 2621.823486
	Iteration 20F: 3 clusters Score -174457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -174459.218750 Penalty: 2621.823486
	Iteration 21Q: 3 clusters Score -174459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -174460.500000 Penalty: 2621.823486
	Iteration 22Q: 3 clusters Score -174460.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -174462.000000 Penalty: 2621.823486
	Iteration 23Q: 3 clusters Score -174462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -174463.125000 Penalty: 2621.823486
	Iteration 24Q: 3 clusters Score -174463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -174464.750000 Penalty: 2621.823486
	Iteration 25Q: 3 clusters Score -174464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -174465.343750 Penalty: 2621.823486
	Iteration 26Q: 3 clusters Score -174465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -174466.171875 Penalty: 2621.823486
	Iteration 27Q: 3 clusters Score -174466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -174466.171875 Penalty: 2621.823486
	Iteration 28F: 3 clusters Score -174466.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Entering Unmasked Estep 
Score: -835721.500000 Penalty: 1571.145508
	Iteration 0F: 2 clusters Score -835721.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -824863.937500 Penalty: 3142.291016
	Iteration 0F: 3 clusters Score -824863.9 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -828740.562500 Penalty: 3142.291016
	Iteration 1F: 3 clusters Score -828740.6 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -829214.437500 Penalty: 3142.291016
	Iteration 2F: 3 clusters Score -829214.4 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -829685.125000 Penalty: 3142.291016
	Iteration 3F: 3 clusters Score -829685.1 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -830202.125000 Penalty: 3142.291016
	Iteration 4F: 3 clusters Score -830202.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -830708.500000 Penalty: 3142.291016
	Iteration 5F: 3 clusters Score -830708.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -831251.125000 Penalty: 3142.291016
	Iteration 6F: 3 clusters Score -831251.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -831808.125000 Penalty: 3142.291016
	Iteration 7F: 3 clusters Score -831808.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -832307.562500 Penalty: 3142.291016
	Iteration 8F: 3 clusters Score -832307.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -832678.625000 Penalty: 3142.291016
	Iteration 9Q: 3 clusters Score -832678.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -832913.625000 Penalty: 3142.291016
	Iteration 10Q: 3 clusters Score -832913.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -833063.500000 Penalty: 3142.291016
	Iteration 11Q: 3 clusters Score -833063.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -833184.437500 Penalty: 3142.291016
	Iteration 12Q: 3 clusters Score -833184.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -833274.250000 Penalty: 3142.291016
	Iteration 13Q: 3 clusters Score -833274.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -833354.750000 Penalty: 3142.291016
	Iteration 14Q: 3 clusters Score -833354.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -833434.625000 Penalty: 3142.291016
	Iteration 15Q: 3 clusters Score -833434.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -833500.500000 Penalty: 3142.291016
	Iteration 16Q: 3 clusters Score -833500.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -833558.812500 Penalty: 3142.291016
	Iteration 17Q: 3 clusters Score -833558.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -833610.312500 Penalty: 3142.291016
	Iteration 18Q: 3 clusters Score -833610.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -833656.000000 Penalty: 3142.291016
	Iteration 19Q: 3 clusters Score -833656 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -833715.937500 Penalty: 3142.291016
	Iteration 20F: 3 clusters Score -833715.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -833782.500000 Penalty: 3142.291016
	Iteration 21Q: 3 clusters Score -833782.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -833846.000000 Penalty: 3142.291016
	Iteration 22Q: 3 clusters Score -833846 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -833910.750000 Penalty: 3142.291016
	Iteration 23Q: 3 clusters Score -833910.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -833973.250000 Penalty: 3142.291016
	Iteration 24Q: 3 clusters Score -833973.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -834047.812500 Penalty: 3142.291016
	Iteration 25Q: 3 clusters Score -834047.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -834123.187500 Penalty: 3142.291016
	Iteration 26Q: 3 clusters Score -834123.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -834184.000000 Penalty: 3142.291016
	Iteration 27Q: 3 clusters Score -834184 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -834242.125000 Penalty: 3142.291016
	Iteration 28Q: 3 clusters Score -834242.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -834293.312500 Penalty: 3142.291016
	Iteration 29Q: 3 clusters Score -834293.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -834329.062500 Penalty: 3142.291016
	Iteration 30Q: 3 clusters Score -834329.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -834361.625000 Penalty: 3142.291016
	Iteration 31Q: 3 clusters Score -834361.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -834391.562500 Penalty: 3142.291016
	Iteration 32Q: 3 clusters Score -834391.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -834416.250000 Penalty: 3142.291016
	Iteration 33Q: 3 clusters Score -834416.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -834441.375000 Penalty: 3142.291016
	Iteration 34Q: 3 clusters Score -834441.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -834456.500000 Penalty: 3142.291016
	Iteration 35Q: 3 clusters Score -834456.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -834470.562500 Penalty: 3142.291016
	Iteration 36Q: 3 clusters Score -834470.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -834485.062500 Penalty: 3142.291016
	Iteration 37Q: 3 clusters Score -834485.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -834501.375000 Penalty: 3142.291016
	Iteration 38Q: 3 clusters Score -834501.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -834515.500000 Penalty: 3142.291016
	Iteration 39Q: 3 clusters Score -834515.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -834530.062500 Penalty: 3142.291016
	Iteration 40F: 3 clusters Score -834530.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -834533.500000 Penalty: 3142.291016
	Iteration 41Q: 3 clusters Score -834533.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -834541.750000 Penalty: 3142.291016
	Iteration 42Q: 3 clusters Score -834541.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -834549.812500 Penalty: 3142.291016
	Iteration 43Q: 3 clusters Score -834549.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -834556.500000 Penalty: 3142.291016
	Iteration 44Q: 3 clusters Score -834556.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -834562.125000 Penalty: 3142.291016
	Iteration 45Q: 3 clusters Score -834562.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -834570.937500 Penalty: 3142.291016
	Iteration 46Q: 3 clusters Score -834570.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -834575.875000 Penalty: 3142.291016
	Iteration 47Q: 3 clusters Score -834575.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -834581.562500 Penalty: 3142.291016
	Iteration 48Q: 3 clusters Score -834581.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -834584.750000 Penalty: 3142.291016
	Iteration 49Q: 3 clusters Score -834584.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -834586.937500 Penalty: 3142.291016
	Iteration 50Q: 3 clusters Score -834586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -834592.187500 Penalty: 3142.291016
	Iteration 51Q: 3 clusters Score -834592.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -834592.875000 Penalty: 3142.291016
	Iteration 52Q: 3 clusters Score -834592.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -834595.125000 Penalty: 3142.291016
	Iteration 53Q: 3 clusters Score -834595.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -834595.500000 Penalty: 3142.291016
	Iteration 54Q: 3 clusters Score -834595.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -834599.375000 Penalty: 3142.291016
	Iteration 55Q: 3 clusters Score -834599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -834601.687500 Penalty: 3142.291016
	Iteration 56Q: 3 clusters Score -834601.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -834604.937500 Penalty: 3142.291016
	Iteration 57Q: 3 clusters Score -834604.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -834604.062500 Penalty: 3142.291016
	Iteration 58Q: 3 clusters Score -834604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -834603.437500 Penalty: 3142.291016
	Iteration 59Q: 3 clusters Score -834603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -834605.750000 Penalty: 3142.291016
	Iteration 60F: 3 clusters Score -834605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -834606.187500 Penalty: 3142.291016
	Iteration 61Q: 3 clusters Score -834606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -834609.562500 Penalty: 3142.291016
	Iteration 62Q: 3 clusters Score -834609.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -834614.125000 Penalty: 3142.291016
	Iteration 63Q: 3 clusters Score -834614.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -834619.187500 Penalty: 3142.291016
	Iteration 64Q: 3 clusters Score -834619.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -834625.500000 Penalty: 3142.291016
	Iteration 65Q: 3 clusters Score -834625.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -834628.125000 Penalty: 3142.291016
	Iteration 66Q: 3 clusters Score -834628.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -834630.125000 Penalty: 3142.291016
	Iteration 67Q: 3 clusters Score -834630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -834632.187500 Penalty: 3142.291016
	Iteration 68Q: 3 clusters Score -834632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -834634.500000 Penalty: 3142.291016
	Iteration 69Q: 3 clusters Score -834634.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -834636.500000 Penalty: 3142.291016
	Iteration 70Q: 3 clusters Score -834636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -834638.812500 Penalty: 3142.291016
	Iteration 71Q: 3 clusters Score -834638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -834638.875000 Penalty: 3142.291016
	Iteration 72Q: 3 clusters Score -834638.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -834639.875000 Penalty: 3142.291016
	Iteration 73Q: 3 clusters Score -834639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -834641.312500 Penalty: 3142.291016
	Iteration 74Q: 3 clusters Score -834641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -834642.500000 Penalty: 3142.291016
	Iteration 75Q: 3 clusters Score -834642.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -834642.937500 Penalty: 3142.291016
	Iteration 76Q: 3 clusters Score -834642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -834644.000000 Penalty: 3142.291016
	Iteration 77Q: 3 clusters Score -834644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -834644.000000 Penalty: 3142.291016
	Iteration 78F: 3 clusters Score -834644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Entering Unmasked Estep 
Score: -2415222.500000 Penalty: 1728.537354
	Iteration 0F: 2 clusters Score -2415222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2387433.250000 Penalty: 3457.074707
	Iteration 0F: 3 clusters Score -2387433 nChanged 19317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2398526.250000 Penalty: 3457.074707
	Iteration 1F: 3 clusters Score -2398526 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2399225.500000 Penalty: 3457.074707
	Iteration 2Q: 3 clusters Score -2399226 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2400133.250000 Penalty: 3457.074707
	Iteration 3F: 3 clusters Score -2400133 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2401396.750000 Penalty: 3457.074707
	Iteration 4F: 3 clusters Score -2401397 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2403037.250000 Penalty: 3457.074707
	Iteration 5F: 3 clusters Score -2403037 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2404926.250000 Penalty: 3457.074707
	Iteration 6F: 3 clusters Score -2404926 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2406740.000000 Penalty: 3457.074707
	Iteration 7F: 3 clusters Score -2406740 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2408239.250000 Penalty: 3457.074707
	Iteration 8F: 3 clusters Score -2408239 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2409483.000000 Penalty: 3457.074707
	Iteration 9Q: 3 clusters Score -2409483 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2410501.250000 Penalty: 3457.074707
	Iteration 10Q: 3 clusters Score -2410501 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2411410.500000 Penalty: 3457.074707
	Iteration 11Q: 3 clusters Score -2411410 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2412122.000000 Penalty: 3457.074707
	Iteration 12Q: 3 clusters Score -2412122 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2412689.500000 Penalty: 3457.074707
	Iteration 13Q: 3 clusters Score -2412690 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2413076.750000 Penalty: 3457.074707
	Iteration 14Q: 3 clusters Score -2413077 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2413341.250000 Penalty: 3457.074707
	Iteration 15Q: 3 clusters Score -2413341 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2413530.500000 Penalty: 3457.074707
	Iteration 16Q: 3 clusters Score -2413530 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2413655.750000 Penalty: 3457.074707
	Iteration 17Q: 3 clusters Score -2413656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2413733.000000 Penalty: 3457.074707
	Iteration 18Q: 3 clusters Score -2413733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2413793.500000 Penalty: 3457.074707
	Iteration 19Q: 3 clusters Score -2413794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2413834.750000 Penalty: 3457.074707
	Iteration 20F: 3 clusters Score -2413835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2413867.250000 Penalty: 3457.074707
	Iteration 21Q: 3 clusters Score -2413867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2413900.500000 Penalty: 3457.074707
	Iteration 22Q: 3 clusters Score -2413900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2413938.250000 Penalty: 3457.074707
	Iteration 23Q: 3 clusters Score -2413938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2413967.500000 Penalty: 3457.074707
	Iteration 24Q: 3 clusters Score -2413968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2413999.000000 Penalty: 3457.074707
	Iteration 25Q: 3 clusters Score -2413999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2414030.500000 Penalty: 3457.074707
	Iteration 26Q: 3 clusters Score -2414030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2414068.250000 Penalty: 3457.074707
	Iteration 27Q: 3 clusters Score -2414068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2414090.750000 Penalty: 3457.074707
	Iteration 28Q: 3 clusters Score -2414091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2414113.750000 Penalty: 3457.074707
	Iteration 29Q: 3 clusters Score -2414114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2414122.250000 Penalty: 3457.074707
	Iteration 30Q: 3 clusters Score -2414122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2414129.500000 Penalty: 3457.074707
	Iteration 31Q: 3 clusters Score -2414130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2414132.000000 Penalty: 3457.074707
	Iteration 32Q: 3 clusters Score -2414132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2414136.750000 Penalty: 3457.074707
	Iteration 33Q: 3 clusters Score -2414137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2414137.000000 Penalty: 3457.074707
	Iteration 34Q: 3 clusters Score -2414137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2414140.000000 Penalty: 3457.074707
	Iteration 35Q: 3 clusters Score -2414140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2414138.750000 Penalty: 3457.074707
	Iteration 36Q: 3 clusters Score -2414139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2414138.750000 Penalty: 3457.074707
	Iteration 37F: 3 clusters Score -2414139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Entering Unmasked Estep 
Score: -1006670.687500 Penalty: 1592.340088
	Iteration 0F: 2 clusters Score -1006671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -994374.562500 Penalty: 3184.680176
	Iteration 0F: 3 clusters Score -994374.6 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -998810.437500 Penalty: 3184.680176
	Iteration 1F: 3 clusters Score -998810.4 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -999334.812500 Penalty: 3184.680176
	Iteration 2F: 3 clusters Score -999334.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -999973.375000 Penalty: 3184.680176
	Iteration 3F: 3 clusters Score -999973.4 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1000763.437500 Penalty: 3184.680176
	Iteration 4F: 3 clusters Score -1000763 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1001790.500000 Penalty: 3184.680176
	Iteration 5F: 3 clusters Score -1001790 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1002709.375000 Penalty: 3184.680176
	Iteration 6F: 3 clusters Score -1002709 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1003452.125000 Penalty: 3184.680176
	Iteration 7F: 3 clusters Score -1003452 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1004051.312500 Penalty: 3184.680176
	Iteration 8Q: 3 clusters Score -1004051 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1004491.875000 Penalty: 3184.680176
	Iteration 9Q: 3 clusters Score -1004492 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1004797.687500 Penalty: 3184.680176
	Iteration 10Q: 3 clusters Score -1004798 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1005048.687500 Penalty: 3184.680176
	Iteration 11Q: 3 clusters Score -1005049 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1005267.187500 Penalty: 3184.680176
	Iteration 12Q: 3 clusters Score -1005267 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1005498.875000 Penalty: 3184.680176
	Iteration 13Q: 3 clusters Score -1005499 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1005710.750000 Penalty: 3184.680176
	Iteration 14Q: 3 clusters Score -1005711 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1005858.625000 Penalty: 3184.680176
	Iteration 15Q: 3 clusters Score -1005859 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1005960.812500 Penalty: 3184.680176
	Iteration 16Q: 3 clusters Score -1005961 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1006029.125000 Penalty: 3184.680176
	Iteration 17Q: 3 clusters Score -1006029 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1006071.000000 Penalty: 3184.680176
	Iteration 18Q: 3 clusters Score -1006071 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1006096.750000 Penalty: 3184.680176
	Iteration 19Q: 3 clusters Score -1006097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1006117.250000 Penalty: 3184.680176
	Iteration 20F: 3 clusters Score -1006117 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1006129.625000 Penalty: 3184.680176
	Iteration 21Q: 3 clusters Score -1006130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1006140.750000 Penalty: 3184.680176
	Iteration 22Q: 3 clusters Score -1006141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1006146.687500 Penalty: 3184.680176
	Iteration 23Q: 3 clusters Score -1006147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1006145.250000 Penalty: 3184.680176
	Iteration 24Q: 3 clusters Score -1006145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1006150.812500 Penalty: 3184.680176
	Iteration 25Q: 3 clusters Score -1006151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1006151.750000 Penalty: 3184.680176
	Iteration 26Q: 3 clusters Score -1006152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1006151.625000 Penalty: 3184.680176
	Iteration 27Q: 3 clusters Score -1006152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1006153.687500 Penalty: 3184.680176
	Iteration 28Q: 3 clusters Score -1006154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1006154.062500 Penalty: 3184.680176
	Iteration 29Q: 3 clusters Score -1006154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1006153.562500 Penalty: 3184.680176
	Iteration 30Q: 3 clusters Score -1006154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1006154.375000 Penalty: 3184.680176
	Iteration 31Q: 3 clusters Score -1006154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1006156.500000 Penalty: 3184.680176
	Iteration 32Q: 3 clusters Score -1006156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1006155.812500 Penalty: 3184.680176
	Iteration 33Q: 3 clusters Score -1006156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1006155.062500 Penalty: 3184.680176
	Iteration 34Q: 3 clusters Score -1006155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1006157.812500 Penalty: 3184.680176
	Iteration 35Q: 3 clusters Score -1006158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1006155.750000 Penalty: 3184.680176
	Iteration 36Q: 3 clusters Score -1006156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1006155.437500 Penalty: 3184.680176
	Iteration 37Q: 3 clusters Score -1006155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1006157.625000 Penalty: 3184.680176
	Iteration 38Q: 3 clusters Score -1006158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1006157.625000 Penalty: 3184.680176
	Iteration 39Q: 3 clusters Score -1006158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1006156.625000 Penalty: 3184.680176
	Iteration 40F: 3 clusters Score -1006157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (136058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136058 members 
Entering Unmasked Estep 
Score: -7984949.000000 Penalty: 1920.885986
	Iteration 0F: 2 clusters Score -7984949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -7893563.500000 Penalty: 3841.771973
	Iteration 0F: 3 clusters Score -7893564 nChanged 65523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -7932410.500000 Penalty: 3841.771973
	Iteration 1F: 3 clusters Score -7932410 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -7933786.500000 Penalty: 3841.771973
	Iteration 2Q: 3 clusters Score -7933786 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -7935974.000000 Penalty: 3841.771973
	Iteration 3Q: 3 clusters Score -7935974 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -7939791.500000 Penalty: 3841.771973
	Iteration 4F: 3 clusters Score -7939792 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -7946272.000000 Penalty: 3841.771973
	Iteration 5F: 3 clusters Score -7946272 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 105965 members 
Entering Unmasked Estep 
Score: -7955474.000000 Penalty: 3841.771973
	Iteration 6F: 3 clusters Score -7955474 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -7966534.500000 Penalty: 3841.771973
	Iteration 7F: 3 clusters Score -7966534 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
Score: -7975543.500000 Penalty: 3841.771973
	Iteration 8F: 3 clusters Score -7975544 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 132381 members 
Entering Unmasked Estep 
Score: -7980363.000000 Penalty: 3841.771973
	Iteration 9Q: 3 clusters Score -7980363 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 134545 members 
Entering Unmasked Estep 
Score: -7982321.500000 Penalty: 3841.771973
	Iteration 10Q: 3 clusters Score -7982322 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -7982972.000000 Penalty: 3841.771973
	Iteration 11Q: 3 clusters Score -7982972 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 135452 members 
Entering Unmasked Estep 
Score: -7983207.500000 Penalty: 3841.771973
	Iteration 12Q: 3 clusters Score -7983208 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 135535 members 
Entering Unmasked Estep 
Score: -7983323.000000 Penalty: 3841.771973
	Iteration 13Q: 3 clusters Score -7983323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 135558 members 
Entering Unmasked Estep 
Score: -7983376.500000 Penalty: 3841.771973
	Iteration 14Q: 3 clusters Score -7983376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 135571 members 
Entering Unmasked Estep 
Score: -7983399.000000 Penalty: 3841.771973
	Iteration 15Q: 3 clusters Score -7983399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 135579 members 
Entering Unmasked Estep 
Score: -7983422.500000 Penalty: 3841.771973
	Iteration 16Q: 3 clusters Score -7983422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 135586 members 
Entering Unmasked Estep 
Score: -7983429.500000 Penalty: 3841.771973
	Iteration 17Q: 3 clusters Score -7983430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 135590 members 
Entering Unmasked Estep 
Score: -7983442.000000 Penalty: 3841.771973
	Iteration 18Q: 3 clusters Score -7983442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 135591 members 
Entering Unmasked Estep 
Score: -7983455.000000 Penalty: 3841.771973
	Iteration 19Q: 3 clusters Score -7983455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 135595 members 
Entering Unmasked Estep 
Score: -7983445.000000 Penalty: 3841.771973
	Iteration 20F: 3 clusters Score -7983445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 135598 members 
Entering Unmasked Estep 
Score: -7983451.000000 Penalty: 3841.771973
	Iteration 21Q: 3 clusters Score -7983451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 135603 members 
Entering Unmasked Estep 
Score: -7983459.500000 Penalty: 3841.771973
	Iteration 22Q: 3 clusters Score -7983460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 135612 members 
Entering Unmasked Estep 
Score: -7983464.000000 Penalty: 3841.771973
	Iteration 23Q: 3 clusters Score -7983464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
Score: -7983467.000000 Penalty: 3841.771973
	Iteration 24Q: 3 clusters Score -7983467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 135619 members 
Entering Unmasked Estep 
Score: -7983467.000000 Penalty: 3841.771973
	Iteration 25Q: 3 clusters Score -7983467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 135619 members 
Entering Unmasked Estep 
Score: -7983467.000000 Penalty: 3841.771973
	Iteration 26F: 3 clusters Score -7983467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -112144.593750 Penalty: 1286.244019
	Iteration 0F: 2 clusters Score -112144.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -109614.601562 Penalty: 2572.488037
	Iteration 0F: 3 clusters Score -109614.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -110427.109375 Penalty: 2572.488037
	Iteration 1F: 3 clusters Score -110427.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -110707.531250 Penalty: 2572.488037
	Iteration 2F: 3 clusters Score -110707.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -110892.398438 Penalty: 2572.488037
	Iteration 3F: 3 clusters Score -110892.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -111049.890625 Penalty: 2572.488037
	Iteration 4F: 3 clusters Score -111049.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -111193.398438 Penalty: 2572.488037
	Iteration 5Q: 3 clusters Score -111193.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -111355.335938 Penalty: 2572.488037
	Iteration 6Q: 3 clusters Score -111355.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -111485.804688 Penalty: 2572.488037
	Iteration 7Q: 3 clusters Score -111485.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -111577.453125 Penalty: 2572.488037
	Iteration 8Q: 3 clusters Score -111577.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -111646.453125 Penalty: 2572.488037
	Iteration 9Q: 3 clusters Score -111646.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -111700.375000 Penalty: 2572.488037
	Iteration 10Q: 3 clusters Score -111700.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -111730.906250 Penalty: 2572.488037
	Iteration 11Q: 3 clusters Score -111730.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -111767.617188 Penalty: 2572.488037
	Iteration 12Q: 3 clusters Score -111767.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -111815.359375 Penalty: 2572.488037
	Iteration 13Q: 3 clusters Score -111815.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -111871.273438 Penalty: 2572.488037
	Iteration 14Q: 3 clusters Score -111871.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -111934.210938 Penalty: 2572.488037
	Iteration 15Q: 3 clusters Score -111934.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -112006.179688 Penalty: 2572.488037
	Iteration 16Q: 3 clusters Score -112006.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -112070.734375 Penalty: 2572.488037
	Iteration 17Q: 3 clusters Score -112070.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -112111.273438 Penalty: 2572.488037
	Iteration 18Q: 3 clusters Score -112111.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -112147.429688 Penalty: 2572.488037
	Iteration 19Q: 3 clusters Score -112147.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -112167.882812 Penalty: 2572.488037
	Iteration 20F: 3 clusters Score -112167.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -112193.289062 Penalty: 2572.488037
	Iteration 21Q: 3 clusters Score -112193.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -112204.445312 Penalty: 2572.488037
	Iteration 22Q: 3 clusters Score -112204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -112208.320312 Penalty: 2572.488037
	Iteration 23Q: 3 clusters Score -112208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -112210.734375 Penalty: 2572.488037
	Iteration 24Q: 3 clusters Score -112210.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -112211.843750 Penalty: 2572.488037
	Iteration 25Q: 3 clusters Score -112211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -112211.843750 Penalty: 2572.488037
	Iteration 26F: 3 clusters Score -112211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 107044 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 14175 members 
Mstep: Class 5 contains 40892 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 47440 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 45282 members 
Mstep: Class 11 contains 17782 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 41654 members 
Mstep: Class 15 contains 18016 members 
Mstep: Class 16 contains 136058 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 44976 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13493 members 
Mstep: Class 23 contains 15072 members 
Mstep: Class 24 contains 6739 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 5718 members 
Mstep: Class 28 contains 1007 members 
Mstep: Class 29 contains 1142 members 
Entering Unmasked Estep 
Score: -34124328.000000 Penalty: 62879.636719
Splitting cluster 17 changes total score from -34125024.000000 to -34124328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -219611.500000 Penalty: 1326.130615
	Iteration 0F: 2 clusters Score -219611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -216557.921875 Penalty: 2652.261230
	Iteration 0F: 3 clusters Score -216557.9 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -217353.359375 Penalty: 2652.261230
	Iteration 1F: 3 clusters Score -217353.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -217521.984375 Penalty: 2652.261230
	Iteration 2F: 3 clusters Score -217522 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -217614.359375 Penalty: 2652.261230
	Iteration 3Q: 3 clusters Score -217614.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -217679.500000 Penalty: 2652.261230
	Iteration 4Q: 3 clusters Score -217679.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -217727.421875 Penalty: 2652.261230
	Iteration 5Q: 3 clusters Score -217727.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -217759.125000 Penalty: 2652.261230
	Iteration 6Q: 3 clusters Score -217759.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -217789.796875 Penalty: 2652.261230
	Iteration 7Q: 3 clusters Score -217789.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -217812.484375 Penalty: 2652.261230
	Iteration 8Q: 3 clusters Score -217812.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -217833.890625 Penalty: 2652.261230
	Iteration 9Q: 3 clusters Score -217833.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -217864.812500 Penalty: 2652.261230
	Iteration 10Q: 3 clusters Score -217864.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -217900.640625 Penalty: 2652.261230
	Iteration 11Q: 3 clusters Score -217900.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -217938.562500 Penalty: 2652.261230
	Iteration 12Q: 3 clusters Score -217938.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -217978.375000 Penalty: 2652.261230
	Iteration 13Q: 3 clusters Score -217978.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -218023.312500 Penalty: 2652.261230
	Iteration 14Q: 3 clusters Score -218023.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -218074.156250 Penalty: 2652.261230
	Iteration 15Q: 3 clusters Score -218074.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -218129.859375 Penalty: 2652.261230
	Iteration 16Q: 3 clusters Score -218129.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -218187.234375 Penalty: 2652.261230
	Iteration 17Q: 3 clusters Score -218187.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -218224.296875 Penalty: 2652.261230
	Iteration 18Q: 3 clusters Score -218224.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -218253.890625 Penalty: 2652.261230
	Iteration 19Q: 3 clusters Score -218253.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -218278.359375 Penalty: 2652.261230
	Iteration 20F: 3 clusters Score -218278.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -218301.296875 Penalty: 2652.261230
	Iteration 21Q: 3 clusters Score -218301.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -218318.046875 Penalty: 2652.261230
	Iteration 22Q: 3 clusters Score -218318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -218326.500000 Penalty: 2652.261230
	Iteration 23Q: 3 clusters Score -218326.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -218332.218750 Penalty: 2652.261230
	Iteration 24Q: 3 clusters Score -218332.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -218339.937500 Penalty: 2652.261230
	Iteration 25Q: 3 clusters Score -218339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -218343.859375 Penalty: 2652.261230
	Iteration 26Q: 3 clusters Score -218343.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -218347.203125 Penalty: 2652.261230
	Iteration 27Q: 3 clusters Score -218347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -218351.546875 Penalty: 2652.261230
	Iteration 28Q: 3 clusters Score -218351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -218354.703125 Penalty: 2652.261230
	Iteration 29Q: 3 clusters Score -218354.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -218357.953125 Penalty: 2652.261230
	Iteration 30Q: 3 clusters Score -218358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -218358.921875 Penalty: 2652.261230
	Iteration 31Q: 3 clusters Score -218358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -218362.812500 Penalty: 2652.261230
	Iteration 32Q: 3 clusters Score -218362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -218365.390625 Penalty: 2652.261230
	Iteration 33Q: 3 clusters Score -218365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -218365.890625 Penalty: 2652.261230
	Iteration 34Q: 3 clusters Score -218365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -218366.546875 Penalty: 2652.261230
	Iteration 35Q: 3 clusters Score -218366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -218366.546875 Penalty: 2652.261230
	Iteration 36F: 3 clusters Score -218366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Entering Unmasked Estep 
Score: -297320.750000 Penalty: 1388.657837
	Iteration 0F: 2 clusters Score -297320.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -293234.312500 Penalty: 2777.315674
	Iteration 0F: 3 clusters Score -293234.3 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -294398.656250 Penalty: 2777.315674
	Iteration 1F: 3 clusters Score -294398.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -294585.843750 Penalty: 2777.315674
	Iteration 2F: 3 clusters Score -294585.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -294755.843750 Penalty: 2777.315674
	Iteration 3F: 3 clusters Score -294755.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -294942.875000 Penalty: 2777.315674
	Iteration 4Q: 3 clusters Score -294942.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -295167.468750 Penalty: 2777.315674
	Iteration 5F: 3 clusters Score -295167.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -295381.406250 Penalty: 2777.315674
	Iteration 6F: 3 clusters Score -295381.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -295566.343750 Penalty: 2777.315674
	Iteration 7F: 3 clusters Score -295566.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -295679.281250 Penalty: 2777.315674
	Iteration 8Q: 3 clusters Score -295679.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -295788.812500 Penalty: 2777.315674
	Iteration 9Q: 3 clusters Score -295788.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -295894.500000 Penalty: 2777.315674
	Iteration 10Q: 3 clusters Score -295894.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -296024.312500 Penalty: 2777.315674
	Iteration 11Q: 3 clusters Score -296024.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -296150.031250 Penalty: 2777.315674
	Iteration 12Q: 3 clusters Score -296150 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -296301.250000 Penalty: 2777.315674
	Iteration 13Q: 3 clusters Score -296301.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -296442.218750 Penalty: 2777.315674
	Iteration 14Q: 3 clusters Score -296442.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -296556.375000 Penalty: 2777.315674
	Iteration 15Q: 3 clusters Score -296556.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -296620.500000 Penalty: 2777.315674
	Iteration 16Q: 3 clusters Score -296620.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -296656.937500 Penalty: 2777.315674
	Iteration 17Q: 3 clusters Score -296656.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -296681.875000 Penalty: 2777.315674
	Iteration 18Q: 3 clusters Score -296681.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -296699.406250 Penalty: 2777.315674
	Iteration 19Q: 3 clusters Score -296699.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -296712.906250 Penalty: 2777.315674
	Iteration 20F: 3 clusters Score -296712.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -296723.843750 Penalty: 2777.315674
	Iteration 21Q: 3 clusters Score -296723.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -296729.968750 Penalty: 2777.315674
	Iteration 22Q: 3 clusters Score -296730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -296733.281250 Penalty: 2777.315674
	Iteration 23Q: 3 clusters Score -296733.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -296737.093750 Penalty: 2777.315674
	Iteration 24Q: 3 clusters Score -296737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -296739.031250 Penalty: 2777.315674
	Iteration 25Q: 3 clusters Score -296739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -296742.812500 Penalty: 2777.315674
	Iteration 26Q: 3 clusters Score -296742.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -296745.843750 Penalty: 2777.315674
	Iteration 27Q: 3 clusters Score -296745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -296749.062500 Penalty: 2777.315674
	Iteration 28Q: 3 clusters Score -296749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -296750.875000 Penalty: 2777.315674
	Iteration 29Q: 3 clusters Score -296750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -296751.687500 Penalty: 2777.315674
	Iteration 30Q: 3 clusters Score -296751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -296751.937500 Penalty: 2777.315674
	Iteration 31Q: 3 clusters Score -296751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -296752.593750 Penalty: 2777.315674
	Iteration 32Q: 3 clusters Score -296752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -296752.593750 Penalty: 2777.315674
	Iteration 33F: 3 clusters Score -296752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Entering Unmasked Estep 
Score: -2685140.250000 Penalty: 1741.006226
	Iteration 0F: 2 clusters Score -2685140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2654869.000000 Penalty: 3482.012451
	Iteration 0F: 3 clusters Score -2654869 nChanged 21238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -2666865.500000 Penalty: 3482.012451
	Iteration 1F: 3 clusters Score -2666866 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2667575.750000 Penalty: 3482.012451
	Iteration 2Q: 3 clusters Score -2667576 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -2668649.750000 Penalty: 3482.012451
	Iteration 3Q: 3 clusters Score -2668650 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -2670308.750000 Penalty: 3482.012451
	Iteration 4F: 3 clusters Score -2670309 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -2672650.750000 Penalty: 3482.012451
	Iteration 5F: 3 clusters Score -2672651 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -2675632.000000 Penalty: 3482.012451
	Iteration 6F: 3 clusters Score -2675632 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -2678580.500000 Penalty: 3482.012451
	Iteration 7F: 3 clusters Score -2678580 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -2680824.000000 Penalty: 3482.012451
	Iteration 8F: 3 clusters Score -2680824 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -2682145.750000 Penalty: 3482.012451
	Iteration 9Q: 3 clusters Score -2682146 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -2682826.500000 Penalty: 3482.012451
	Iteration 10Q: 3 clusters Score -2682826 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -2683163.250000 Penalty: 3482.012451
	Iteration 11Q: 3 clusters Score -2683163 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -2683352.500000 Penalty: 3482.012451
	Iteration 12Q: 3 clusters Score -2683352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -2683458.750000 Penalty: 3482.012451
	Iteration 13Q: 3 clusters Score -2683459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -2683528.500000 Penalty: 3482.012451
	Iteration 14Q: 3 clusters Score -2683528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -2683575.750000 Penalty: 3482.012451
	Iteration 15Q: 3 clusters Score -2683576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -2683615.250000 Penalty: 3482.012451
	Iteration 16Q: 3 clusters Score -2683615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -2683641.000000 Penalty: 3482.012451
	Iteration 17Q: 3 clusters Score -2683641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -2683661.000000 Penalty: 3482.012451
	Iteration 18Q: 3 clusters Score -2683661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -2683670.750000 Penalty: 3482.012451
	Iteration 19Q: 3 clusters Score -2683671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -2683677.250000 Penalty: 3482.012451
	Iteration 20F: 3 clusters Score -2683677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -2683682.500000 Penalty: 3482.012451
	Iteration 21Q: 3 clusters Score -2683682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -2683694.000000 Penalty: 3482.012451
	Iteration 22Q: 3 clusters Score -2683694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -2683695.250000 Penalty: 3482.012451
	Iteration 23Q: 3 clusters Score -2683695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -2683700.500000 Penalty: 3482.012451
	Iteration 24Q: 3 clusters Score -2683700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -2683701.750000 Penalty: 3482.012451
	Iteration 25Q: 3 clusters Score -2683702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -2683703.750000 Penalty: 3482.012451
	Iteration 26Q: 3 clusters Score -2683704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -2683705.000000 Penalty: 3482.012451
	Iteration 27Q: 3 clusters Score -2683705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -2683707.750000 Penalty: 3482.012451
	Iteration 28Q: 3 clusters Score -2683708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -2683711.750000 Penalty: 3482.012451
	Iteration 29Q: 3 clusters Score -2683712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -2683712.000000 Penalty: 3482.012451
	Iteration 30Q: 3 clusters Score -2683712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -2683714.000000 Penalty: 3482.012451
	Iteration 31Q: 3 clusters Score -2683714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -2683715.250000 Penalty: 3482.012451
	Iteration 32Q: 3 clusters Score -2683715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -2683716.250000 Penalty: 3482.012451
	Iteration 33Q: 3 clusters Score -2683716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -2683716.750000 Penalty: 3482.012451
	Iteration 34Q: 3 clusters Score -2683717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -2683718.000000 Penalty: 3482.012451
	Iteration 35Q: 3 clusters Score -2683718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -2683718.000000 Penalty: 3482.012451
	Iteration 36F: 3 clusters Score -2683718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Entering Unmasked Estep 
Score: -94654.203125 Penalty: 1223.179077
	Iteration 0F: 2 clusters Score -94654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -92674.835938 Penalty: 2446.358154
	Iteration 0F: 3 clusters Score -92674.84 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -93118.312500 Penalty: 2446.358154
	Iteration 1F: 3 clusters Score -93118.31 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -93265.437500 Penalty: 2446.358154
	Iteration 2F: 3 clusters Score -93265.44 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -93380.523438 Penalty: 2446.358154
	Iteration 3F: 3 clusters Score -93380.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -93499.812500 Penalty: 2446.358154
	Iteration 4F: 3 clusters Score -93499.81 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -93596.687500 Penalty: 2446.358154
	Iteration 5Q: 3 clusters Score -93596.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -93680.476562 Penalty: 2446.358154
	Iteration 6Q: 3 clusters Score -93680.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -93727.210938 Penalty: 2446.358154
	Iteration 7Q: 3 clusters Score -93727.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -93766.523438 Penalty: 2446.358154
	Iteration 8Q: 3 clusters Score -93766.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93796.046875 Penalty: 2446.358154
	Iteration 9Q: 3 clusters Score -93796.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -93815.000000 Penalty: 2446.358154
	Iteration 10Q: 3 clusters Score -93815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -93825.046875 Penalty: 2446.358154
	Iteration 11Q: 3 clusters Score -93825.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -93835.007812 Penalty: 2446.358154
	Iteration 12Q: 3 clusters Score -93835.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93845.273438 Penalty: 2446.358154
	Iteration 13Q: 3 clusters Score -93845.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93854.281250 Penalty: 2446.358154
	Iteration 14Q: 3 clusters Score -93854.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -93859.250000 Penalty: 2446.358154
	Iteration 15Q: 3 clusters Score -93859.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -93863.140625 Penalty: 2446.358154
	Iteration 16Q: 3 clusters Score -93863.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -93865.648438 Penalty: 2446.358154
	Iteration 17Q: 3 clusters Score -93865.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -93868.265625 Penalty: 2446.358154
	Iteration 18Q: 3 clusters Score -93868.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -93869.531250 Penalty: 2446.358154
	Iteration 19Q: 3 clusters Score -93869.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -93870.984375 Penalty: 2446.358154
	Iteration 20F: 3 clusters Score -93870.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -93871.257812 Penalty: 2446.358154
	Iteration 21Q: 3 clusters Score -93871.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -93872.093750 Penalty: 2446.358154
	Iteration 22Q: 3 clusters Score -93872.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -93872.093750 Penalty: 2446.358154
	Iteration 23F: 3 clusters Score -93872.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Entering Unmasked Estep 
Score: -732840.375000 Penalty: 1545.362915
	Iteration 0F: 2 clusters Score -732840.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -723363.812500 Penalty: 3090.725830
	Iteration 0F: 3 clusters Score -723363.8 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -726635.875000 Penalty: 3090.725830
	Iteration 1F: 3 clusters Score -726635.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -726956.625000 Penalty: 3090.725830
	Iteration 2F: 3 clusters Score -726956.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -727311.937500 Penalty: 3090.725830
	Iteration 3F: 3 clusters Score -727311.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -727724.750000 Penalty: 3090.725830
	Iteration 4F: 3 clusters Score -727724.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -728094.250000 Penalty: 3090.725830
	Iteration 5Q: 3 clusters Score -728094.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -728487.250000 Penalty: 3090.725830
	Iteration 6Q: 3 clusters Score -728487.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -728920.437500 Penalty: 3090.725830
	Iteration 7F: 3 clusters Score -728920.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -729362.250000 Penalty: 3090.725830
	Iteration 8Q: 3 clusters Score -729362.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -729770.937500 Penalty: 3090.725830
	Iteration 9Q: 3 clusters Score -729770.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -730138.187500 Penalty: 3090.725830
	Iteration 10Q: 3 clusters Score -730138.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -730406.000000 Penalty: 3090.725830
	Iteration 11Q: 3 clusters Score -730406 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -730625.312500 Penalty: 3090.725830
	Iteration 12Q: 3 clusters Score -730625.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -730807.250000 Penalty: 3090.725830
	Iteration 13Q: 3 clusters Score -730807.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -730963.000000 Penalty: 3090.725830
	Iteration 14Q: 3 clusters Score -730963 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -731111.625000 Penalty: 3090.725830
	Iteration 15Q: 3 clusters Score -731111.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -731263.250000 Penalty: 3090.725830
	Iteration 16Q: 3 clusters Score -731263.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -731403.812500 Penalty: 3090.725830
	Iteration 17Q: 3 clusters Score -731403.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -731492.500000 Penalty: 3090.725830
	Iteration 18Q: 3 clusters Score -731492.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -731546.375000 Penalty: 3090.725830
	Iteration 19Q: 3 clusters Score -731546.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -731595.875000 Penalty: 3090.725830
	Iteration 20F: 3 clusters Score -731595.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -731638.937500 Penalty: 3090.725830
	Iteration 21Q: 3 clusters Score -731638.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -731682.437500 Penalty: 3090.725830
	Iteration 22Q: 3 clusters Score -731682.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -731732.125000 Penalty: 3090.725830
	Iteration 23Q: 3 clusters Score -731732.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -731798.937500 Penalty: 3090.725830
	Iteration 24Q: 3 clusters Score -731798.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -731857.750000 Penalty: 3090.725830
	Iteration 25Q: 3 clusters Score -731857.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -731890.375000 Penalty: 3090.725830
	Iteration 26Q: 3 clusters Score -731890.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -731904.812500 Penalty: 3090.725830
	Iteration 27Q: 3 clusters Score -731904.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -731916.312500 Penalty: 3090.725830
	Iteration 28Q: 3 clusters Score -731916.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -731927.000000 Penalty: 3090.725830
	Iteration 29Q: 3 clusters Score -731927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -731935.250000 Penalty: 3090.725830
	Iteration 30Q: 3 clusters Score -731935.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -731940.125000 Penalty: 3090.725830
	Iteration 31Q: 3 clusters Score -731940.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -731943.187500 Penalty: 3090.725830
	Iteration 32Q: 3 clusters Score -731943.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -731947.187500 Penalty: 3090.725830
	Iteration 33Q: 3 clusters Score -731947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -731948.625000 Penalty: 3090.725830
	Iteration 34Q: 3 clusters Score -731948.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -731949.687500 Penalty: 3090.725830
	Iteration 35Q: 3 clusters Score -731949.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -731954.937500 Penalty: 3090.725830
	Iteration 36Q: 3 clusters Score -731954.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -731956.062500 Penalty: 3090.725830
	Iteration 37Q: 3 clusters Score -731956.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -731959.500000 Penalty: 3090.725830
	Iteration 38Q: 3 clusters Score -731959.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -731962.375000 Penalty: 3090.725830
	Iteration 39Q: 3 clusters Score -731962.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -731968.437500 Penalty: 3090.725830
	Iteration 40F: 3 clusters Score -731968.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -731969.812500 Penalty: 3090.725830
	Iteration 41Q: 3 clusters Score -731969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -731974.437500 Penalty: 3090.725830
	Iteration 42Q: 3 clusters Score -731974.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -731977.812500 Penalty: 3090.725830
	Iteration 43Q: 3 clusters Score -731977.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -731982.187500 Penalty: 3090.725830
	Iteration 44Q: 3 clusters Score -731982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -731983.062500 Penalty: 3090.725830
	Iteration 45Q: 3 clusters Score -731983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -731985.687500 Penalty: 3090.725830
	Iteration 46Q: 3 clusters Score -731985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -731988.062500 Penalty: 3090.725830
	Iteration 47Q: 3 clusters Score -731988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -731989.562500 Penalty: 3090.725830
	Iteration 48Q: 3 clusters Score -731989.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -731994.125000 Penalty: 3090.725830
	Iteration 49Q: 3 clusters Score -731994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -731996.375000 Penalty: 3090.725830
	Iteration 50Q: 3 clusters Score -731996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -731997.625000 Penalty: 3090.725830
	Iteration 51Q: 3 clusters Score -731997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -731998.500000 Penalty: 3090.725830
	Iteration 52Q: 3 clusters Score -731998.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -732000.875000 Penalty: 3090.725830
	Iteration 53Q: 3 clusters Score -732000.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -732000.875000 Penalty: 3090.725830
	Iteration 54F: 3 clusters Score -732000.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Entering Unmasked Estep 
Score: -839163.000000 Penalty: 1563.346558
	Iteration 0F: 2 clusters Score -839163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -828767.687500 Penalty: 3126.693115
	Iteration 0F: 3 clusters Score -828767.7 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -832288.500000 Penalty: 3126.693115
	Iteration 1F: 3 clusters Score -832288.5 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -832648.750000 Penalty: 3126.693115
	Iteration 2F: 3 clusters Score -832648.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -833023.875000 Penalty: 3126.693115
	Iteration 3F: 3 clusters Score -833023.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -833428.250000 Penalty: 3126.693115
	Iteration 4F: 3 clusters Score -833428.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -833858.375000 Penalty: 3126.693115
	Iteration 5F: 3 clusters Score -833858.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -834286.625000 Penalty: 3126.693115
	Iteration 6F: 3 clusters Score -834286.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -834746.875000 Penalty: 3126.693115
	Iteration 7F: 3 clusters Score -834746.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -835317.000000 Penalty: 3126.693115
	Iteration 8F: 3 clusters Score -835317 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -836080.750000 Penalty: 3126.693115
	Iteration 9F: 3 clusters Score -836080.8 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -836942.187500 Penalty: 3126.693115
	Iteration 10F: 3 clusters Score -836942.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -837662.625000 Penalty: 3126.693115
	Iteration 11F: 3 clusters Score -837662.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -838155.937500 Penalty: 3126.693115
	Iteration 12Q: 3 clusters Score -838155.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -838480.875000 Penalty: 3126.693115
	Iteration 13Q: 3 clusters Score -838480.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -838687.500000 Penalty: 3126.693115
	Iteration 14Q: 3 clusters Score -838687.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -838826.437500 Penalty: 3126.693115
	Iteration 15Q: 3 clusters Score -838826.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -838916.875000 Penalty: 3126.693115
	Iteration 16Q: 3 clusters Score -838916.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -838999.125000 Penalty: 3126.693115
	Iteration 17Q: 3 clusters Score -838999.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -839070.000000 Penalty: 3126.693115
	Iteration 18Q: 3 clusters Score -839070 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -839141.687500 Penalty: 3126.693115
	Iteration 19Q: 3 clusters Score -839141.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -839241.125000 Penalty: 3126.693115
	Iteration 20F: 3 clusters Score -839241.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -839356.000000 Penalty: 3126.693115
	Iteration 21Q: 3 clusters Score -839356 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -839457.625000 Penalty: 3126.693115
	Iteration 22Q: 3 clusters Score -839457.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -839548.312500 Penalty: 3126.693115
	Iteration 23Q: 3 clusters Score -839548.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -839608.500000 Penalty: 3126.693115
	Iteration 24Q: 3 clusters Score -839608.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -839656.375000 Penalty: 3126.693115
	Iteration 25Q: 3 clusters Score -839656.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -839683.937500 Penalty: 3126.693115
	Iteration 26Q: 3 clusters Score -839683.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -839704.062500 Penalty: 3126.693115
	Iteration 27Q: 3 clusters Score -839704.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -839719.937500 Penalty: 3126.693115
	Iteration 28Q: 3 clusters Score -839719.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -839726.187500 Penalty: 3126.693115
	Iteration 29Q: 3 clusters Score -839726.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -839733.250000 Penalty: 3126.693115
	Iteration 30Q: 3 clusters Score -839733.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -839740.312500 Penalty: 3126.693115
	Iteration 31Q: 3 clusters Score -839740.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -839748.500000 Penalty: 3126.693115
	Iteration 32Q: 3 clusters Score -839748.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -839752.687500 Penalty: 3126.693115
	Iteration 33Q: 3 clusters Score -839752.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -839757.375000 Penalty: 3126.693115
	Iteration 34Q: 3 clusters Score -839757.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -839759.562500 Penalty: 3126.693115
	Iteration 35Q: 3 clusters Score -839759.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -839763.625000 Penalty: 3126.693115
	Iteration 36Q: 3 clusters Score -839763.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -839766.750000 Penalty: 3126.693115
	Iteration 37Q: 3 clusters Score -839766.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -839770.125000 Penalty: 3126.693115
	Iteration 38Q: 3 clusters Score -839770.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -839771.687500 Penalty: 3126.693115
	Iteration 39Q: 3 clusters Score -839771.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -839777.875000 Penalty: 3126.693115
	Iteration 40F: 3 clusters Score -839777.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -839782.250000 Penalty: 3126.693115
	Iteration 41Q: 3 clusters Score -839782.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -839785.437500 Penalty: 3126.693115
	Iteration 42Q: 3 clusters Score -839785.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -839786.312500 Penalty: 3126.693115
	Iteration 43Q: 3 clusters Score -839786.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -839788.625000 Penalty: 3126.693115
	Iteration 44Q: 3 clusters Score -839788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -839788.062500 Penalty: 3126.693115
	Iteration 45Q: 3 clusters Score -839788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -839788.562500 Penalty: 3126.693115
	Iteration 46Q: 3 clusters Score -839788.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -839789.187500 Penalty: 3126.693115
	Iteration 47Q: 3 clusters Score -839789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -839792.312500 Penalty: 3126.693115
	Iteration 48Q: 3 clusters Score -839792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -839793.062500 Penalty: 3126.693115
	Iteration 49Q: 3 clusters Score -839793.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -839793.000000 Penalty: 3126.693115
	Iteration 50Q: 3 clusters Score -839793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -839794.062500 Penalty: 3126.693115
	Iteration 51Q: 3 clusters Score -839794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -839793.187500 Penalty: 3126.693115
	Iteration 52Q: 3 clusters Score -839793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -839791.312500 Penalty: 3126.693115
	Iteration 53Q: 3 clusters Score -839791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -839789.687500 Penalty: 3126.693115
	Iteration 54Q: 3 clusters Score -839789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -839790.187500 Penalty: 3126.693115
	Iteration 55Q: 3 clusters Score -839790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -839793.937500 Penalty: 3126.693115
	Iteration 56Q: 3 clusters Score -839793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -839794.500000 Penalty: 3126.693115
	Iteration 57Q: 3 clusters Score -839794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -839793.000000 Penalty: 3126.693115
	Iteration 58Q: 3 clusters Score -839793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -839793.437500 Penalty: 3126.693115
	Iteration 59Q: 3 clusters Score -839793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -839793.625000 Penalty: 3126.693115
	Iteration 60F: 3 clusters Score -839793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 107044 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 14175 members 
Mstep: Class 5 contains 40892 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 47440 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 45282 members 
Mstep: Class 11 contains 17782 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 41654 members 
Mstep: Class 15 contains 18016 members 
Mstep: Class 16 contains 136058 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 44976 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13493 members 
Mstep: Class 23 contains 7290 members 
Mstep: Class 24 contains 6739 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 5718 members 
Mstep: Class 28 contains 1007 members 
Mstep: Class 29 contains 7782 members 
Entering Unmasked Estep 
Score: -34125148.000000 Penalty: 62879.636719
Splitting cluster 23 changes total score from -34125024.000000 to -34125148.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 24 (6739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Entering Unmasked Estep 
Score: -358873.500000 Penalty: 1432.545898
	Iteration 0F: 2 clusters Score -358873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -353744.875000 Penalty: 2865.091797
	Iteration 0F: 3 clusters Score -353744.9 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -355438.343750 Penalty: 2865.091797
	Iteration 1F: 3 clusters Score -355438.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -355807.906250 Penalty: 2865.091797
	Iteration 2F: 3 clusters Score -355807.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -356145.343750 Penalty: 2865.091797
	Iteration 3F: 3 clusters Score -356145.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -356488.718750 Penalty: 2865.091797
	Iteration 4F: 3 clusters Score -356488.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -356876.656250 Penalty: 2865.091797
	Iteration 5F: 3 clusters Score -356876.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -357248.500000 Penalty: 2865.091797
	Iteration 6F: 3 clusters Score -357248.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -357718.656250 Penalty: 2865.091797
	Iteration 7F: 3 clusters Score -357718.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -358252.437500 Penalty: 2865.091797
	Iteration 8Q: 3 clusters Score -358252.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -358696.375000 Penalty: 2865.091797
	Iteration 9Q: 3 clusters Score -358696.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -358947.593750 Penalty: 2865.091797
	Iteration 10Q: 3 clusters Score -358947.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -359039.843750 Penalty: 2865.091797
	Iteration 11Q: 3 clusters Score -359039.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -359095.406250 Penalty: 2865.091797
	Iteration 12Q: 3 clusters Score -359095.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -359138.187500 Penalty: 2865.091797
	Iteration 13Q: 3 clusters Score -359138.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -359193.218750 Penalty: 2865.091797
	Iteration 14Q: 3 clusters Score -359193.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -359244.000000 Penalty: 2865.091797
	Iteration 15Q: 3 clusters Score -359244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -359270.718750 Penalty: 2865.091797
	Iteration 16Q: 3 clusters Score -359270.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -359279.187500 Penalty: 2865.091797
	Iteration 17Q: 3 clusters Score -359279.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -359287.375000 Penalty: 2865.091797
	Iteration 18Q: 3 clusters Score -359287.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -359297.000000 Penalty: 2865.091797
	Iteration 19Q: 3 clusters Score -359297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -359305.125000 Penalty: 2865.091797
	Iteration 20F: 3 clusters Score -359305.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -359311.718750 Penalty: 2865.091797
	Iteration 21Q: 3 clusters Score -359311.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -359317.656250 Penalty: 2865.091797
	Iteration 22Q: 3 clusters Score -359317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -359319.656250 Penalty: 2865.091797
	Iteration 23Q: 3 clusters Score -359319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -359320.062500 Penalty: 2865.091797
	Iteration 24Q: 3 clusters Score -359320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -359321.468750 Penalty: 2865.091797
	Iteration 25Q: 3 clusters Score -359321.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -359325.187500 Penalty: 2865.091797
	Iteration 26Q: 3 clusters Score -359325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -359327.375000 Penalty: 2865.091797
	Iteration 27Q: 3 clusters Score -359327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -359328.093750 Penalty: 2865.091797
	Iteration 28Q: 3 clusters Score -359328.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -359331.218750 Penalty: 2865.091797
	Iteration 29Q: 3 clusters Score -359331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -359332.312500 Penalty: 2865.091797
	Iteration 30Q: 3 clusters Score -359332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -359331.968750 Penalty: 2865.091797
	Iteration 31Q: 3 clusters Score -359332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -359332.531250 Penalty: 2865.091797
	Iteration 32Q: 3 clusters Score -359332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -359332.531250 Penalty: 2865.091797
	Iteration 33F: 3 clusters Score -359332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 107044 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 14175 members 
Mstep: Class 5 contains 40892 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 47440 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 45282 members 
Mstep: Class 11 contains 17782 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 41654 members 
Mstep: Class 15 contains 18016 members 
Mstep: Class 16 contains 136058 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 44976 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13493 members 
Mstep: Class 23 contains 7290 members 
Mstep: Class 24 contains 1222 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 5718 members 
Mstep: Class 28 contains 1007 members 
Mstep: Class 29 contains 7782 members 
Mstep: Class 30 contains 5517 members 
Entering Unmasked Estep 
Score: -34124924.000000 Penalty: 65047.898438
Splitting cluster 24 changes total score from -34125024.000000 to -34124924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -231967.546875 Penalty: 1346.805176
	Iteration 0F: 2 clusters Score -231967.5 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 1987 members 
Entering Unmasked Estep 
Score: -228640.515625 Penalty: 2693.610352
	Iteration 0F: 3 clusters Score -228640.5 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -229498.640625 Penalty: 2693.610352
	Iteration 1F: 3 clusters Score -229498.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -229675.984375 Penalty: 2693.610352
	Iteration 2F: 3 clusters Score -229676 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -229804.656250 Penalty: 2693.610352
	Iteration 3F: 3 clusters Score -229804.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -229883.046875 Penalty: 2693.610352
	Iteration 4Q: 3 clusters Score -229883 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -229950.359375 Penalty: 2693.610352
	Iteration 5Q: 3 clusters Score -229950.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -230017.609375 Penalty: 2693.610352
	Iteration 6Q: 3 clusters Score -230017.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -230075.906250 Penalty: 2693.610352
	Iteration 7Q: 3 clusters Score -230075.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -230138.750000 Penalty: 2693.610352
	Iteration 8Q: 3 clusters Score -230138.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -230215.859375 Penalty: 2693.610352
	Iteration 9Q: 3 clusters Score -230215.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -230303.078125 Penalty: 2693.610352
	Iteration 10Q: 3 clusters Score -230303.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -230386.015625 Penalty: 2693.610352
	Iteration 11Q: 3 clusters Score -230386 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -230464.843750 Penalty: 2693.610352
	Iteration 12Q: 3 clusters Score -230464.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -230523.296875 Penalty: 2693.610352
	Iteration 13Q: 3 clusters Score -230523.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -230581.687500 Penalty: 2693.610352
	Iteration 14Q: 3 clusters Score -230581.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -230651.406250 Penalty: 2693.610352
	Iteration 15Q: 3 clusters Score -230651.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -230712.875000 Penalty: 2693.610352
	Iteration 16Q: 3 clusters Score -230712.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -230761.406250 Penalty: 2693.610352
	Iteration 17Q: 3 clusters Score -230761.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -230799.609375 Penalty: 2693.610352
	Iteration 18Q: 3 clusters Score -230799.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -230828.531250 Penalty: 2693.610352
	Iteration 19Q: 3 clusters Score -230828.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -230862.875000 Penalty: 2693.610352
	Iteration 20F: 3 clusters Score -230862.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -230894.812500 Penalty: 2693.610352
	Iteration 21Q: 3 clusters Score -230894.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -230924.703125 Penalty: 2693.610352
	Iteration 22Q: 3 clusters Score -230924.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -230951.828125 Penalty: 2693.610352
	Iteration 23Q: 3 clusters Score -230951.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -230967.843750 Penalty: 2693.610352
	Iteration 24Q: 3 clusters Score -230967.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -230979.656250 Penalty: 2693.610352
	Iteration 25Q: 3 clusters Score -230979.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -230986.515625 Penalty: 2693.610352
	Iteration 26Q: 3 clusters Score -230986.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -230993.453125 Penalty: 2693.610352
	Iteration 27Q: 3 clusters Score -230993.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -231002.781250 Penalty: 2693.610352
	Iteration 28Q: 3 clusters Score -231002.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -231010.453125 Penalty: 2693.610352
	Iteration 29Q: 3 clusters Score -231010.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -231015.593750 Penalty: 2693.610352
	Iteration 30Q: 3 clusters Score -231015.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -231018.968750 Penalty: 2693.610352
	Iteration 31Q: 3 clusters Score -231019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -231021.578125 Penalty: 2693.610352
	Iteration 32Q: 3 clusters Score -231021.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -231024.796875 Penalty: 2693.610352
	Iteration 33Q: 3 clusters Score -231024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -231026.750000 Penalty: 2693.610352
	Iteration 34Q: 3 clusters Score -231026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -231029.218750 Penalty: 2693.610352
	Iteration 35Q: 3 clusters Score -231029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -231029.562500 Penalty: 2693.610352
	Iteration 36Q: 3 clusters Score -231029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -231030.187500 Penalty: 2693.610352
	Iteration 37Q: 3 clusters Score -231030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -231030.562500 Penalty: 2693.610352
	Iteration 38Q: 3 clusters Score -231030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -231031.281250 Penalty: 2693.610352
	Iteration 39Q: 3 clusters Score -231031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -231031.546875 Penalty: 2693.610352
	Iteration 40F: 3 clusters Score -231031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -231032.187500 Penalty: 2693.610352
	Iteration 41Q: 3 clusters Score -231032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -231032.828125 Penalty: 2693.610352
	Iteration 42Q: 3 clusters Score -231032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -231033.468750 Penalty: 2693.610352
	Iteration 43Q: 3 clusters Score -231033.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -231033.468750 Penalty: 2693.610352
	Iteration 44F: 3 clusters Score -231033.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Entering Unmasked Estep 
Score: -371142.531250 Penalty: 1436.076050
	Iteration 0F: 2 clusters Score -371142.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -365955.750000 Penalty: 2872.152100
	Iteration 0F: 3 clusters Score -365955.8 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -367719.968750 Penalty: 2872.152100
	Iteration 1F: 3 clusters Score -367720 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -368121.000000 Penalty: 2872.152100
	Iteration 2F: 3 clusters Score -368121 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -368461.000000 Penalty: 2872.152100
	Iteration 3F: 3 clusters Score -368461 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -368813.656250 Penalty: 2872.152100
	Iteration 4F: 3 clusters Score -368813.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -369160.031250 Penalty: 2872.152100
	Iteration 5F: 3 clusters Score -369160 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -369456.718750 Penalty: 2872.152100
	Iteration 6F: 3 clusters Score -369456.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -369666.312500 Penalty: 2872.152100
	Iteration 7Q: 3 clusters Score -369666.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -369804.156250 Penalty: 2872.152100
	Iteration 8Q: 3 clusters Score -369804.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -369907.031250 Penalty: 2872.152100
	Iteration 9Q: 3 clusters Score -369907 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -370005.625000 Penalty: 2872.152100
	Iteration 10Q: 3 clusters Score -370005.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -370085.156250 Penalty: 2872.152100
	Iteration 11Q: 3 clusters Score -370085.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -370154.375000 Penalty: 2872.152100
	Iteration 12Q: 3 clusters Score -370154.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -370212.187500 Penalty: 2872.152100
	Iteration 13Q: 3 clusters Score -370212.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -370275.156250 Penalty: 2872.152100
	Iteration 14Q: 3 clusters Score -370275.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -370324.812500 Penalty: 2872.152100
	Iteration 15Q: 3 clusters Score -370324.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -370363.812500 Penalty: 2872.152100
	Iteration 16Q: 3 clusters Score -370363.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -370399.406250 Penalty: 2872.152100
	Iteration 17Q: 3 clusters Score -370399.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -370417.843750 Penalty: 2872.152100
	Iteration 18Q: 3 clusters Score -370417.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -370428.062500 Penalty: 2872.152100
	Iteration 19Q: 3 clusters Score -370428.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -370434.937500 Penalty: 2872.152100
	Iteration 20F: 3 clusters Score -370434.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -370439.750000 Penalty: 2872.152100
	Iteration 21Q: 3 clusters Score -370439.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -370442.062500 Penalty: 2872.152100
	Iteration 22Q: 3 clusters Score -370442.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -370448.250000 Penalty: 2872.152100
	Iteration 23Q: 3 clusters Score -370448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -370455.218750 Penalty: 2872.152100
	Iteration 24Q: 3 clusters Score -370455.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -370459.375000 Penalty: 2872.152100
	Iteration 25Q: 3 clusters Score -370459.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -370465.031250 Penalty: 2872.152100
	Iteration 26Q: 3 clusters Score -370465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -370468.718750 Penalty: 2872.152100
	Iteration 27Q: 3 clusters Score -370468.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -370474.281250 Penalty: 2872.152100
	Iteration 28Q: 3 clusters Score -370474.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -370478.531250 Penalty: 2872.152100
	Iteration 29Q: 3 clusters Score -370478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -370478.875000 Penalty: 2872.152100
	Iteration 30Q: 3 clusters Score -370478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -370480.156250 Penalty: 2872.152100
	Iteration 31Q: 3 clusters Score -370480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -370480.875000 Penalty: 2872.152100
	Iteration 32Q: 3 clusters Score -370480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -370481.406250 Penalty: 2872.152100
	Iteration 33Q: 3 clusters Score -370481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -370481.625000 Penalty: 2872.152100
	Iteration 34Q: 3 clusters Score -370481.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -370481.625000 Penalty: 2872.152100
	Iteration 35F: 3 clusters Score -370481.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Entering Unmasked Estep 
Score: -272920.250000 Penalty: 1405.848389
	Iteration 0F: 2 clusters Score -272920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -268556.656250 Penalty: 2811.696777
	Iteration 0F: 3 clusters Score -268556.7 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -269948.781250 Penalty: 2811.696777
	Iteration 1F: 3 clusters Score -269948.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -270287.906250 Penalty: 2811.696777
	Iteration 2F: 3 clusters Score -270287.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -270606.406250 Penalty: 2811.696777
	Iteration 3F: 3 clusters Score -270606.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -270863.343750 Penalty: 2811.696777
	Iteration 4F: 3 clusters Score -270863.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -271003.812500 Penalty: 2811.696777
	Iteration 5Q: 3 clusters Score -271003.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -271108.625000 Penalty: 2811.696777
	Iteration 6Q: 3 clusters Score -271108.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -271204.875000 Penalty: 2811.696777
	Iteration 7Q: 3 clusters Score -271204.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -271292.406250 Penalty: 2811.696777
	Iteration 8Q: 3 clusters Score -271292.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -271373.343750 Penalty: 2811.696777
	Iteration 9Q: 3 clusters Score -271373.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -271445.750000 Penalty: 2811.696777
	Iteration 10Q: 3 clusters Score -271445.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -271524.468750 Penalty: 2811.696777
	Iteration 11Q: 3 clusters Score -271524.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -271615.406250 Penalty: 2811.696777
	Iteration 12Q: 3 clusters Score -271615.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -271734.500000 Penalty: 2811.696777
	Iteration 13Q: 3 clusters Score -271734.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -271854.812500 Penalty: 2811.696777
	Iteration 14Q: 3 clusters Score -271854.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -271972.281250 Penalty: 2811.696777
	Iteration 15Q: 3 clusters Score -271972.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -272087.375000 Penalty: 2811.696777
	Iteration 16Q: 3 clusters Score -272087.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -272203.062500 Penalty: 2811.696777
	Iteration 17Q: 3 clusters Score -272203.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -272303.156250 Penalty: 2811.696777
	Iteration 18Q: 3 clusters Score -272303.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -272398.343750 Penalty: 2811.696777
	Iteration 19Q: 3 clusters Score -272398.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -272508.843750 Penalty: 2811.696777
	Iteration 20F: 3 clusters Score -272508.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -272602.375000 Penalty: 2811.696777
	Iteration 21Q: 3 clusters Score -272602.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -272676.312500 Penalty: 2811.696777
	Iteration 22Q: 3 clusters Score -272676.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -272723.656250 Penalty: 2811.696777
	Iteration 23Q: 3 clusters Score -272723.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -272759.968750 Penalty: 2811.696777
	Iteration 24Q: 3 clusters Score -272760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -272789.687500 Penalty: 2811.696777
	Iteration 25Q: 3 clusters Score -272789.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -272806.906250 Penalty: 2811.696777
	Iteration 26Q: 3 clusters Score -272806.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -272816.375000 Penalty: 2811.696777
	Iteration 27Q: 3 clusters Score -272816.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -272825.750000 Penalty: 2811.696777
	Iteration 28Q: 3 clusters Score -272825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -272834.843750 Penalty: 2811.696777
	Iteration 29Q: 3 clusters Score -272834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -272841.281250 Penalty: 2811.696777
	Iteration 30Q: 3 clusters Score -272841.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -272842.937500 Penalty: 2811.696777
	Iteration 31Q: 3 clusters Score -272842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -272846.593750 Penalty: 2811.696777
	Iteration 32Q: 3 clusters Score -272846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -272849.500000 Penalty: 2811.696777
	Iteration 33Q: 3 clusters Score -272849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -272853.125000 Penalty: 2811.696777
	Iteration 34Q: 3 clusters Score -272853.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -272856.000000 Penalty: 2811.696777
	Iteration 35Q: 3 clusters Score -272856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -272857.656250 Penalty: 2811.696777
	Iteration 36Q: 3 clusters Score -272857.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -272858.562500 Penalty: 2811.696777
	Iteration 37Q: 3 clusters Score -272858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -272859.500000 Penalty: 2811.696777
	Iteration 38Q: 3 clusters Score -272859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -272859.500000 Penalty: 2811.696777
	Iteration 39F: 3 clusters Score -272859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -57974.691406 Penalty: 1123.643799
	Iteration 0F: 2 clusters Score -57974.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -56536.269531 Penalty: 2247.287598
	Iteration 0F: 3 clusters Score -56536.27 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -56797.347656 Penalty: 2247.287598
	Iteration 1F: 3 clusters Score -56797.35 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -56855.152344 Penalty: 2247.287598
	Iteration 2F: 3 clusters Score -56855.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -56882.253906 Penalty: 2247.287598
	Iteration 3Q: 3 clusters Score -56882.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -56900.121094 Penalty: 2247.287598
	Iteration 4Q: 3 clusters Score -56900.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -56910.761719 Penalty: 2247.287598
	Iteration 5Q: 3 clusters Score -56910.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -56914.562500 Penalty: 2247.287598
	Iteration 6Q: 3 clusters Score -56914.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -56918.074219 Penalty: 2247.287598
	Iteration 7Q: 3 clusters Score -56918.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -56920.437500 Penalty: 2247.287598
	Iteration 8Q: 3 clusters Score -56920.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -56924.984375 Penalty: 2247.287598
	Iteration 9Q: 3 clusters Score -56924.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -56928.972656 Penalty: 2247.287598
	Iteration 10Q: 3 clusters Score -56928.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -56931.546875 Penalty: 2247.287598
	Iteration 11Q: 3 clusters Score -56931.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -56932.226562 Penalty: 2247.287598
	Iteration 12Q: 3 clusters Score -56932.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -56932.226562 Penalty: 2247.287598
	Iteration 13F: 3 clusters Score -56932.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 107044 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 14175 members 
Mstep: Class 5 contains 40892 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 47440 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 45282 members 
Mstep: Class 11 contains 17782 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 41654 members 
Mstep: Class 15 contains 18016 members 
Mstep: Class 16 contains 136058 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 44976 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13493 members 
Mstep: Class 23 contains 7290 members 
Mstep: Class 24 contains 6739 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 5718 members 
Mstep: Class 28 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34126128.000000 Penalty: 62879.636719
Iteration 79Q: 30 clusters Score -3.412613e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 107343 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 14168 members 
Mstep: Class 5 contains 40945 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 1495 members 
Mstep: Class 8 contains 47403 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 17771 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 15821 members 
Mstep: Class 14 contains 41627 members 
Mstep: Class 15 contains 17787 members 
Mstep: Class 16 contains 136025 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 5147 members 
Mstep: Class 20 contains 44968 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 13448 members 
Mstep: Class 23 contains 7725 members 
Mstep: Class 24 contains 6735 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 6941 members 
Mstep: Class 27 contains 5723 members 
Mstep: Class 28 contains 1008 members 
Mstep: Class 29 contains 7154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34127036.000000 Penalty: 62879.636719
Iteration 80F: 30 clusters Score -3.412704e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 107453 members 
Mstep: Class 3 contains 5788 members 
Mstep: Class 4 contains 14150 members 
Mstep: Class 5 contains 40993 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 47392 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 45460 members 
Mstep: Class 11 contains 17758 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 15770 members 
Mstep: Class 14 contains 41608 members 
Mstep: Class 15 contains 17577 members 
Mstep: Class 16 contains 135982 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 3476 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 44945 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 13425 members 
Mstep: Class 23 contains 8049 members 
Mstep: Class 24 contains 6734 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 6899 members 
Mstep: Class 27 contains 5722 members 
Mstep: Class 28 contains 1007 members 
Mstep: Class 29 contains 7135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34127408.000000 Penalty: 62879.636719
Iteration 81Q: 30 clusters Score -3.412741e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 107557 members 
Mstep: Class 3 contains 5752 members 
Mstep: Class 4 contains 14145 members 
Mstep: Class 5 contains 41015 members 
Mstep: Class 6 contains 3826 members 
Mstep: Class 7 contains 1488 members 
Mstep: Class 8 contains 47400 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 45497 members 
Mstep: Class 11 contains 17743 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 41586 members 
Mstep: Class 15 contains 17380 members 
Mstep: Class 16 contains 135942 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 3459 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 44908 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 13404 members 
Mstep: Class 23 contains 8321 members 
Mstep: Class 24 contains 6739 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 6871 members 
Mstep: Class 27 contains 5725 members 
Mstep: Class 28 contains 1007 members 
Mstep: Class 29 contains 7109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34127616.000000 Penalty: 62879.636719
Iteration 82Q: 30 clusters Score -3.412762e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 107598 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 14129 members 
Mstep: Class 5 contains 41035 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 1486 members 
Mstep: Class 8 contains 47394 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 45545 members 
Mstep: Class 11 contains 17728 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 41564 members 
Mstep: Class 15 contains 17189 members 
Mstep: Class 16 contains 135898 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 44888 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13398 members 
Mstep: Class 23 contains 8590 members 
Mstep: Class 24 contains 6742 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 6864 members 
Mstep: Class 27 contains 5725 members 
Mstep: Class 28 contains 1007 members 
Mstep: Class 29 contains 7085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34127788.000000 Penalty: 62879.636719
Iteration 83Q: 30 clusters Score -3.412779e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 107631 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 41066 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 1485 members 
Mstep: Class 8 contains 47404 members 
Mstep: Class 9 contains 1771 members 
Mstep: Class 10 contains 45573 members 
Mstep: Class 11 contains 17717 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 15682 members 
Mstep: Class 14 contains 41542 members 
Mstep: Class 15 contains 17021 members 
Mstep: Class 16 contains 135833 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5145 members 
Mstep: Class 20 contains 44875 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 13402 members 
Mstep: Class 23 contains 8811 members 
Mstep: Class 24 contains 6746 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 5728 members 
Mstep: Class 28 contains 1006 members 
Mstep: Class 29 contains 7064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34127880.000000 Penalty: 62879.636719
Iteration 84Q: 30 clusters Score -3.412788e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 107652 members 
Mstep: Class 3 contains 5690 members 
Mstep: Class 4 contains 14135 members 
Mstep: Class 5 contains 41105 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 47417 members 
Mstep: Class 9 contains 1770 members 
Mstep: Class 10 contains 45598 members 
Mstep: Class 11 contains 17707 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15669 members 
Mstep: Class 14 contains 41514 members 
Mstep: Class 15 contains 16883 members 
Mstep: Class 16 contains 135777 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 5147 members 
Mstep: Class 20 contains 44855 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 13397 members 
Mstep: Class 23 contains 8967 members 
Mstep: Class 24 contains 6752 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6856 members 
Mstep: Class 27 contains 5714 members 
Mstep: Class 28 contains 1005 members 
Mstep: Class 29 contains 7058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34127900.000000 Penalty: 62879.636719
Iteration 85Q: 30 clusters Score -3.41279e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 107668 members 
Mstep: Class 3 contains 5671 members 
Mstep: Class 4 contains 14162 members 
Mstep: Class 5 contains 41134 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 47430 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 45642 members 
Mstep: Class 11 contains 17703 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15654 members 
Mstep: Class 14 contains 41491 members 
Mstep: Class 15 contains 16756 members 
Mstep: Class 16 contains 135712 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 3388 members 
Mstep: Class 19 contains 5145 members 
Mstep: Class 20 contains 44829 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 13384 members 
Mstep: Class 23 contains 9096 members 
Mstep: Class 24 contains 6755 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 6863 members 
Mstep: Class 27 contains 5721 members 
Mstep: Class 28 contains 1004 members 
Mstep: Class 29 contains 7053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128044.000000 Penalty: 62879.636719
Iteration 86Q: 30 clusters Score -3.412804e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 107677 members 
Mstep: Class 3 contains 5667 members 
Mstep: Class 4 contains 14181 members 
Mstep: Class 5 contains 41164 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 47441 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 45677 members 
Mstep: Class 11 contains 17695 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 15632 members 
Mstep: Class 14 contains 41467 members 
Mstep: Class 15 contains 16650 members 
Mstep: Class 16 contains 135677 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 44808 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 13385 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 6761 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6872 members 
Mstep: Class 27 contains 5718 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 7060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34127992.000000 Penalty: 62879.636719
Iteration 87Q: 30 clusters Score -3.412799e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 107678 members 
Mstep: Class 3 contains 5656 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 41195 members 
Mstep: Class 6 contains 3862 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 45719 members 
Mstep: Class 11 contains 17688 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 41445 members 
Mstep: Class 15 contains 16563 members 
Mstep: Class 16 contains 135627 members 
Mstep: Class 17 contains 2803 members 
Mstep: Class 18 contains 3357 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 44786 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 13392 members 
Mstep: Class 23 contains 9262 members 
Mstep: Class 24 contains 6762 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 6874 members 
Mstep: Class 27 contains 5719 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 7058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128152.000000 Penalty: 62879.636719
Iteration 88Q: 30 clusters Score -3.412815e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 107671 members 
Mstep: Class 3 contains 5645 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 41221 members 
Mstep: Class 6 contains 3873 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47456 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 45751 members 
Mstep: Class 11 contains 17677 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 15597 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 16514 members 
Mstep: Class 16 contains 135570 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 44775 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13412 members 
Mstep: Class 23 contains 9318 members 
Mstep: Class 24 contains 6772 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 6877 members 
Mstep: Class 27 contains 5718 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 7053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128124.000000 Penalty: 62879.636719
Iteration 89Q: 30 clusters Score -3.412812e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 107665 members 
Mstep: Class 3 contains 5634 members 
Mstep: Class 4 contains 14240 members 
Mstep: Class 5 contains 41238 members 
Mstep: Class 6 contains 3890 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47466 members 
Mstep: Class 9 contains 1766 members 
Mstep: Class 10 contains 45786 members 
Mstep: Class 11 contains 17665 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 15579 members 
Mstep: Class 14 contains 41392 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 135522 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 44764 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13418 members 
Mstep: Class 23 contains 9359 members 
Mstep: Class 24 contains 6782 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6873 members 
Mstep: Class 27 contains 5719 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 7049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128252.000000 Penalty: 62879.636719
Iteration 90Q: 30 clusters Score -3.412825e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 107649 members 
Mstep: Class 3 contains 5631 members 
Mstep: Class 4 contains 14262 members 
Mstep: Class 5 contains 41247 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47466 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 45818 members 
Mstep: Class 11 contains 17658 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 15555 members 
Mstep: Class 14 contains 41373 members 
Mstep: Class 15 contains 16449 members 
Mstep: Class 16 contains 135497 members 
Mstep: Class 17 contains 2818 members 
Mstep: Class 18 contains 3309 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 44765 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13424 members 
Mstep: Class 23 contains 9384 members 
Mstep: Class 24 contains 6788 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6871 members 
Mstep: Class 27 contains 5708 members 
Mstep: Class 28 contains 1000 members 
Mstep: Class 29 contains 7057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128316.000000 Penalty: 62879.636719
Iteration 91Q: 30 clusters Score -3.412832e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 107646 members 
Mstep: Class 3 contains 5627 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 41254 members 
Mstep: Class 6 contains 3899 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47469 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 45830 members 
Mstep: Class 11 contains 17652 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 15540 members 
Mstep: Class 14 contains 41353 members 
Mstep: Class 15 contains 16419 members 
Mstep: Class 16 contains 135483 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 44766 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13425 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 6794 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 6871 members 
Mstep: Class 27 contains 5707 members 
Mstep: Class 28 contains 1000 members 
Mstep: Class 29 contains 7057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128372.000000 Penalty: 62879.636719
Iteration 92Q: 30 clusters Score -3.412837e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 107654 members 
Mstep: Class 3 contains 5623 members 
Mstep: Class 4 contains 14286 members 
Mstep: Class 5 contains 41251 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 47480 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 45879 members 
Mstep: Class 11 contains 17643 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 15509 members 
Mstep: Class 14 contains 41338 members 
Mstep: Class 15 contains 16399 members 
Mstep: Class 16 contains 135461 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 3265 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 44756 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13433 members 
Mstep: Class 23 contains 9445 members 
Mstep: Class 24 contains 6797 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6865 members 
Mstep: Class 27 contains 5707 members 
Mstep: Class 28 contains 1000 members 
Mstep: Class 29 contains 7047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128468.000000 Penalty: 62879.636719
Iteration 93Q: 30 clusters Score -3.412847e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 107659 members 
Mstep: Class 3 contains 5618 members 
Mstep: Class 4 contains 14302 members 
Mstep: Class 5 contains 41250 members 
Mstep: Class 6 contains 3909 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 47479 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 45947 members 
Mstep: Class 11 contains 17639 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 15470 members 
Mstep: Class 14 contains 41325 members 
Mstep: Class 15 contains 16380 members 
Mstep: Class 16 contains 135434 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 3244 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 9475 members 
Mstep: Class 24 contains 6808 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6868 members 
Mstep: Class 27 contains 5703 members 
Mstep: Class 28 contains 1000 members 
Mstep: Class 29 contains 7037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128496.000000 Penalty: 62879.636719
Iteration 94Q: 30 clusters Score -3.41285e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 107659 members 
Mstep: Class 3 contains 5615 members 
Mstep: Class 4 contains 14309 members 
Mstep: Class 5 contains 41253 members 
Mstep: Class 6 contains 3910 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 47479 members 
Mstep: Class 9 contains 1756 members 
Mstep: Class 10 contains 46009 members 
Mstep: Class 11 contains 17634 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 15460 members 
Mstep: Class 14 contains 41305 members 
Mstep: Class 15 contains 16365 members 
Mstep: Class 16 contains 135392 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 3219 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 44755 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 13441 members 
Mstep: Class 23 contains 9504 members 
Mstep: Class 24 contains 6817 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6868 members 
Mstep: Class 27 contains 5698 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 7032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128492.000000 Penalty: 62879.636719
Iteration 95Q: 30 clusters Score -3.412849e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 107652 members 
Mstep: Class 3 contains 5614 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 41259 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 47477 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 46046 members 
Mstep: Class 11 contains 17627 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 15435 members 
Mstep: Class 14 contains 41288 members 
Mstep: Class 15 contains 16350 members 
Mstep: Class 16 contains 135379 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 44753 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 13447 members 
Mstep: Class 23 contains 9527 members 
Mstep: Class 24 contains 6831 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 6871 members 
Mstep: Class 27 contains 5689 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 7030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128488.000000 Penalty: 62879.636719
Iteration 96Q: 30 clusters Score -3.412849e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 107638 members 
Mstep: Class 3 contains 5613 members 
Mstep: Class 4 contains 14326 members 
Mstep: Class 5 contains 41263 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 47477 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 46076 members 
Mstep: Class 11 contains 17623 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 15423 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 16341 members 
Mstep: Class 16 contains 135373 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 3171 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 44751 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 13452 members 
Mstep: Class 23 contains 9540 members 
Mstep: Class 24 contains 6835 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6880 members 
Mstep: Class 27 contains 5686 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128516.000000 Penalty: 62879.636719
Iteration 97Q: 30 clusters Score -3.412852e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 107632 members 
Mstep: Class 3 contains 5615 members 
Mstep: Class 4 contains 14326 members 
Mstep: Class 5 contains 41267 members 
Mstep: Class 6 contains 3934 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 47481 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 46092 members 
Mstep: Class 11 contains 17621 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 41262 members 
Mstep: Class 15 contains 16332 members 
Mstep: Class 16 contains 135378 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 44744 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 13461 members 
Mstep: Class 23 contains 9570 members 
Mstep: Class 24 contains 6841 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 6878 members 
Mstep: Class 27 contains 5678 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 7009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128492.000000 Penalty: 62879.636719
Iteration 98Q: 30 clusters Score -3.412849e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 107630 members 
Mstep: Class 3 contains 5612 members 
Mstep: Class 4 contains 14328 members 
Mstep: Class 5 contains 41281 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 47486 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 46104 members 
Mstep: Class 11 contains 17620 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 41249 members 
Mstep: Class 15 contains 16318 members 
Mstep: Class 16 contains 135389 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 5132 members 
Mstep: Class 20 contains 44736 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 13470 members 
Mstep: Class 23 contains 9597 members 
Mstep: Class 24 contains 6845 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 6875 members 
Mstep: Class 27 contains 5671 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 6994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128524.000000 Penalty: 62879.636719
Iteration 99Q: 30 clusters Score -3.412852e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 107634 members 
Mstep: Class 3 contains 5612 members 
Mstep: Class 4 contains 14334 members 
Mstep: Class 5 contains 41294 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 47486 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 46123 members 
Mstep: Class 11 contains 17616 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 15402 members 
Mstep: Class 14 contains 41235 members 
Mstep: Class 15 contains 16307 members 
Mstep: Class 16 contains 135394 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 44731 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 13478 members 
Mstep: Class 23 contains 9616 members 
Mstep: Class 24 contains 6848 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6875 members 
Mstep: Class 27 contains 5660 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 6979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128688.000000 Penalty: 62879.636719
Iteration 100F: 30 clusters Score -3.412869e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 107635 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 14339 members 
Mstep: Class 5 contains 41303 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 47483 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 46142 members 
Mstep: Class 11 contains 17609 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 15393 members 
Mstep: Class 14 contains 41227 members 
Mstep: Class 15 contains 16300 members 
Mstep: Class 16 contains 135394 members 
Mstep: Class 17 contains 2933 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 44726 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 9636 members 
Mstep: Class 24 contains 6852 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6874 members 
Mstep: Class 27 contains 5660 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 6972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128716.000000 Penalty: 62879.636719
Iteration 101Q: 30 clusters Score -3.412872e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 107630 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 14349 members 
Mstep: Class 5 contains 41314 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 47477 members 
Mstep: Class 9 contains 1748 members 
Mstep: Class 10 contains 46160 members 
Mstep: Class 11 contains 17600 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 15387 members 
Mstep: Class 14 contains 41212 members 
Mstep: Class 15 contains 16288 members 
Mstep: Class 16 contains 135398 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 3057 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 44728 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13489 members 
Mstep: Class 23 contains 9653 members 
Mstep: Class 24 contains 6860 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 6878 members 
Mstep: Class 27 contains 5654 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 6958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128724.000000 Penalty: 62879.636719
Iteration 102Q: 30 clusters Score -3.412872e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 107631 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 14353 members 
Mstep: Class 5 contains 41319 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 47476 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 46178 members 
Mstep: Class 11 contains 17592 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 41202 members 
Mstep: Class 15 contains 16271 members 
Mstep: Class 16 contains 135401 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 3047 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 44726 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 9676 members 
Mstep: Class 24 contains 6872 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 5643 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 6941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128736.000000 Penalty: 62879.636719
Iteration 103Q: 30 clusters Score -3.412874e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 107631 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 14363 members 
Mstep: Class 5 contains 41329 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 47472 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 46199 members 
Mstep: Class 11 contains 17587 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 41190 members 
Mstep: Class 15 contains 16253 members 
Mstep: Class 16 contains 135399 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 44723 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13500 members 
Mstep: Class 23 contains 9691 members 
Mstep: Class 24 contains 6882 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6892 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 6929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128720.000000 Penalty: 62879.636719
Iteration 104Q: 30 clusters Score -3.412872e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 107632 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 14369 members 
Mstep: Class 5 contains 41333 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 47471 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 46210 members 
Mstep: Class 11 contains 17583 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 15351 members 
Mstep: Class 14 contains 41179 members 
Mstep: Class 15 contains 16245 members 
Mstep: Class 16 contains 135405 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 18 contains 3028 members 
Mstep: Class 19 contains 5129 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13505 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 6897 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 6890 members 
Mstep: Class 27 contains 5621 members 
Mstep: Class 28 contains 1000 members 
Mstep: Class 29 contains 6919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128780.000000 Penalty: 62879.636719
Iteration 105Q: 30 clusters Score -3.412878e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 107636 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 14372 members 
Mstep: Class 5 contains 41332 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 47468 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 46223 members 
Mstep: Class 11 contains 17576 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 15335 members 
Mstep: Class 14 contains 41172 members 
Mstep: Class 15 contains 16243 members 
Mstep: Class 16 contains 135414 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 5124 members 
Mstep: Class 20 contains 44728 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13507 members 
Mstep: Class 23 contains 9707 members 
Mstep: Class 24 contains 6913 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 997 members 
Mstep: Class 29 contains 6914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128776.000000 Penalty: 62879.636719
Iteration 106Q: 30 clusters Score -3.412878e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 107637 members 
Mstep: Class 3 contains 5606 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 41335 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 47464 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 15331 members 
Mstep: Class 14 contains 41168 members 
Mstep: Class 15 contains 16244 members 
Mstep: Class 16 contains 135416 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 3004 members 
Mstep: Class 19 contains 5120 members 
Mstep: Class 20 contains 44731 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13506 members 
Mstep: Class 23 contains 9717 members 
Mstep: Class 24 contains 6928 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 996 members 
Mstep: Class 29 contains 6905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128884.000000 Penalty: 62879.636719
Iteration 107Q: 30 clusters Score -3.412888e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 107634 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 14372 members 
Mstep: Class 5 contains 41338 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 47462 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 46261 members 
Mstep: Class 11 contains 17565 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 15322 members 
Mstep: Class 14 contains 41164 members 
Mstep: Class 15 contains 16243 members 
Mstep: Class 16 contains 135415 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 44729 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13507 members 
Mstep: Class 23 contains 9724 members 
Mstep: Class 24 contains 6935 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 5595 members 
Mstep: Class 28 contains 997 members 
Mstep: Class 29 contains 6895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128924.000000 Penalty: 62879.636719
Iteration 108Q: 30 clusters Score -3.412892e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 107632 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 14379 members 
Mstep: Class 5 contains 41340 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 47458 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 46275 members 
Mstep: Class 11 contains 17556 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 15305 members 
Mstep: Class 14 contains 41162 members 
Mstep: Class 15 contains 16241 members 
Mstep: Class 16 contains 135420 members 
Mstep: Class 17 contains 2951 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 5115 members 
Mstep: Class 20 contains 44727 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13507 members 
Mstep: Class 23 contains 9727 members 
Mstep: Class 24 contains 6944 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 6878 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 995 members 
Mstep: Class 29 contains 6896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128972.000000 Penalty: 62879.636719
Iteration 109Q: 30 clusters Score -3.412897e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 107619 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 41342 members 
Mstep: Class 6 contains 4018 members 
Mstep: Class 7 contains 1446 members 
Mstep: Class 8 contains 47456 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 46297 members 
Mstep: Class 11 contains 17550 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 15282 members 
Mstep: Class 14 contains 41160 members 
Mstep: Class 15 contains 16238 members 
Mstep: Class 16 contains 135432 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 44726 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13510 members 
Mstep: Class 23 contains 9734 members 
Mstep: Class 24 contains 6955 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6876 members 
Mstep: Class 27 contains 5575 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128984.000000 Penalty: 62879.636719
Iteration 110Q: 30 clusters Score -3.412898e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 107606 members 
Mstep: Class 3 contains 5611 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 41345 members 
Mstep: Class 6 contains 4020 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 46329 members 
Mstep: Class 11 contains 17541 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 15270 members 
Mstep: Class 14 contains 41156 members 
Mstep: Class 15 contains 16238 members 
Mstep: Class 16 contains 135429 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 44723 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13511 members 
Mstep: Class 23 contains 9743 members 
Mstep: Class 24 contains 6960 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 6876 members 
Mstep: Class 27 contains 5567 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128992.000000 Penalty: 62879.636719
Iteration 111Q: 30 clusters Score -3.412899e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 107599 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 14393 members 
Mstep: Class 5 contains 41348 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 47458 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 46353 members 
Mstep: Class 11 contains 17536 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 41154 members 
Mstep: Class 15 contains 16233 members 
Mstep: Class 16 contains 135418 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 2973 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 44717 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 9752 members 
Mstep: Class 24 contains 6968 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6875 members 
Mstep: Class 27 contains 5549 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128956.000000 Penalty: 62879.636719
Iteration 112Q: 30 clusters Score -3.412896e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107595 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 14392 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 46383 members 
Mstep: Class 11 contains 17531 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 15254 members 
Mstep: Class 14 contains 41148 members 
Mstep: Class 15 contains 16234 members 
Mstep: Class 16 contains 135404 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 2969 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 44712 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13523 members 
Mstep: Class 23 contains 9764 members 
Mstep: Class 24 contains 6977 members 
Mstep: Class 25 contains 3970 members 
Mstep: Class 26 contains 6872 members 
Mstep: Class 27 contains 5528 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128964.000000 Penalty: 62879.636719
Iteration 113Q: 30 clusters Score -3.412896e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107590 members 
Mstep: Class 3 contains 5605 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 41351 members 
Mstep: Class 6 contains 4034 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 46407 members 
Mstep: Class 11 contains 17530 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 15246 members 
Mstep: Class 14 contains 41143 members 
Mstep: Class 15 contains 16233 members 
Mstep: Class 16 contains 135402 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 44708 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 13530 members 
Mstep: Class 23 contains 9771 members 
Mstep: Class 24 contains 6984 members 
Mstep: Class 25 contains 3970 members 
Mstep: Class 26 contains 6871 members 
Mstep: Class 27 contains 5504 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128916.000000 Penalty: 62879.636719
Iteration 114Q: 30 clusters Score -3.412892e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 107581 members 
Mstep: Class 3 contains 5604 members 
Mstep: Class 4 contains 14406 members 
Mstep: Class 5 contains 41347 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 46428 members 
Mstep: Class 11 contains 17518 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 41138 members 
Mstep: Class 15 contains 16232 members 
Mstep: Class 16 contains 135398 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 44708 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 13535 members 
Mstep: Class 23 contains 9776 members 
Mstep: Class 24 contains 6989 members 
Mstep: Class 25 contains 3969 members 
Mstep: Class 26 contains 6870 members 
Mstep: Class 27 contains 5499 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129004.000000 Penalty: 62879.636719
Iteration 115Q: 30 clusters Score -3.4129e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 107575 members 
Mstep: Class 3 contains 5603 members 
Mstep: Class 4 contains 14413 members 
Mstep: Class 5 contains 41350 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 46443 members 
Mstep: Class 11 contains 17505 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 41135 members 
Mstep: Class 15 contains 16230 members 
Mstep: Class 16 contains 135394 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 5112 members 
Mstep: Class 20 contains 44703 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 13535 members 
Mstep: Class 23 contains 9776 members 
Mstep: Class 24 contains 6993 members 
Mstep: Class 25 contains 3969 members 
Mstep: Class 26 contains 6866 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129016.000000 Penalty: 62879.636719
Iteration 116Q: 30 clusters Score -3.412902e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 107571 members 
Mstep: Class 3 contains 5602 members 
Mstep: Class 4 contains 14416 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 6 contains 4055 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 46455 members 
Mstep: Class 11 contains 17498 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15234 members 
Mstep: Class 14 contains 41131 members 
Mstep: Class 15 contains 16229 members 
Mstep: Class 16 contains 135394 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 44703 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 13537 members 
Mstep: Class 23 contains 9777 members 
Mstep: Class 24 contains 6996 members 
Mstep: Class 25 contains 3969 members 
Mstep: Class 26 contains 6863 members 
Mstep: Class 27 contains 5487 members 
Mstep: Class 28 contains 990 members 
Mstep: Class 29 contains 6870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129056.000000 Penalty: 62879.636719
Iteration 117Q: 30 clusters Score -3.412906e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 107566 members 
Mstep: Class 3 contains 5598 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 5 contains 41350 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 1435 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 46470 members 
Mstep: Class 11 contains 17493 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 41123 members 
Mstep: Class 15 contains 16227 members 
Mstep: Class 16 contains 135393 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 44704 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13540 members 
Mstep: Class 23 contains 9781 members 
Mstep: Class 24 contains 6997 members 
Mstep: Class 25 contains 3969 members 
Mstep: Class 26 contains 6863 members 
Mstep: Class 27 contains 5476 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129052.000000 Penalty: 62879.636719
Iteration 118Q: 30 clusters Score -3.412905e+07 nChanged 141
Entering ConstructFrom: 
Score: -34129052.000000 Penalty: 62879.636719
Entering ConstructFrom: 
Trying to split cluster 1 (12638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Entering Unmasked Estep 
Score: -732329.875000 Penalty: 1534.725342
	Iteration 0F: 2 clusters Score -732329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -723488.125000 Penalty: 3069.450684
	Iteration 0F: 3 clusters Score -723488.1 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -726508.375000 Penalty: 3069.450684
	Iteration 1F: 3 clusters Score -726508.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -726750.125000 Penalty: 3069.450684
	Iteration 2F: 3 clusters Score -726750.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -726928.437500 Penalty: 3069.450684
	Iteration 3Q: 3 clusters Score -726928.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -727077.000000 Penalty: 3069.450684
	Iteration 4Q: 3 clusters Score -727077 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -727217.875000 Penalty: 3069.450684
	Iteration 5Q: 3 clusters Score -727217.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -727390.125000 Penalty: 3069.450684
	Iteration 6Q: 3 clusters Score -727390.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -727582.312500 Penalty: 3069.450684
	Iteration 7Q: 3 clusters Score -727582.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -727802.250000 Penalty: 3069.450684
	Iteration 8Q: 3 clusters Score -727802.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -728082.062500 Penalty: 3069.450684
	Iteration 9Q: 3 clusters Score -728082.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -728429.562500 Penalty: 3069.450684
	Iteration 10Q: 3 clusters Score -728429.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -728881.375000 Penalty: 3069.450684
	Iteration 11Q: 3 clusters Score -728881.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -729357.312500 Penalty: 3069.450684
	Iteration 12Q: 3 clusters Score -729357.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -729829.000000 Penalty: 3069.450684
	Iteration 13Q: 3 clusters Score -729829 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -730202.250000 Penalty: 3069.450684
	Iteration 14Q: 3 clusters Score -730202.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -730445.437500 Penalty: 3069.450684
	Iteration 15Q: 3 clusters Score -730445.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -730610.750000 Penalty: 3069.450684
	Iteration 16Q: 3 clusters Score -730610.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -730737.625000 Penalty: 3069.450684
	Iteration 17Q: 3 clusters Score -730737.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -730827.250000 Penalty: 3069.450684
	Iteration 18Q: 3 clusters Score -730827.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -730894.937500 Penalty: 3069.450684
	Iteration 19Q: 3 clusters Score -730894.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -730929.687500 Penalty: 3069.450684
	Iteration 20F: 3 clusters Score -730929.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -730954.500000 Penalty: 3069.450684
	Iteration 21Q: 3 clusters Score -730954.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -730970.625000 Penalty: 3069.450684
	Iteration 22Q: 3 clusters Score -730970.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -730980.250000 Penalty: 3069.450684
	Iteration 23Q: 3 clusters Score -730980.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -730994.312500 Penalty: 3069.450684
	Iteration 24Q: 3 clusters Score -730994.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -731002.937500 Penalty: 3069.450684
	Iteration 25Q: 3 clusters Score -731002.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -731011.500000 Penalty: 3069.450684
	Iteration 26Q: 3 clusters Score -731011.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -731015.562500 Penalty: 3069.450684
	Iteration 27Q: 3 clusters Score -731015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -731018.750000 Penalty: 3069.450684
	Iteration 28Q: 3 clusters Score -731018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -731020.937500 Penalty: 3069.450684
	Iteration 29Q: 3 clusters Score -731020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -731024.625000 Penalty: 3069.450684
	Iteration 30Q: 3 clusters Score -731024.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -731031.312500 Penalty: 3069.450684
	Iteration 31Q: 3 clusters Score -731031.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -731035.500000 Penalty: 3069.450684
	Iteration 32Q: 3 clusters Score -731035.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -731038.187500 Penalty: 3069.450684
	Iteration 33Q: 3 clusters Score -731038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -731039.750000 Penalty: 3069.450684
	Iteration 34Q: 3 clusters Score -731039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -731043.812500 Penalty: 3069.450684
	Iteration 35Q: 3 clusters Score -731043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -731046.687500 Penalty: 3069.450684
	Iteration 36Q: 3 clusters Score -731046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -731048.000000 Penalty: 3069.450684
	Iteration 37Q: 3 clusters Score -731048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -731050.687500 Penalty: 3069.450684
	Iteration 38Q: 3 clusters Score -731050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -731052.187500 Penalty: 3069.450684
	Iteration 39Q: 3 clusters Score -731052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -731052.312500 Penalty: 3069.450684
	Iteration 40F: 3 clusters Score -731052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -731055.187500 Penalty: 3069.450684
	Iteration 41Q: 3 clusters Score -731055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -731063.062500 Penalty: 3069.450684
	Iteration 42Q: 3 clusters Score -731063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -731066.312500 Penalty: 3069.450684
	Iteration 43Q: 3 clusters Score -731066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -731068.000000 Penalty: 3069.450684
	Iteration 44Q: 3 clusters Score -731068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -731069.250000 Penalty: 3069.450684
	Iteration 45Q: 3 clusters Score -731069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -731069.250000 Penalty: 3069.450684
	Iteration 46F: 3 clusters Score -731069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Entering Unmasked Estep 
Score: -6415357.000000 Penalty: 1882.696289
	Iteration 0F: 2 clusters Score -6415357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -6343590.000000 Penalty: 3765.392578
	Iteration 0F: 3 clusters Score -6343590 nChanged 51477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -6374179.500000 Penalty: 3765.392578
	Iteration 1F: 3 clusters Score -6374180 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -6375505.500000 Penalty: 3765.392578
	Iteration 2Q: 3 clusters Score -6375506 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -6377453.500000 Penalty: 3765.392578
	Iteration 3Q: 3 clusters Score -6377454 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -6380234.000000 Penalty: 3765.392578
	Iteration 4F: 3 clusters Score -6380234 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -6383914.500000 Penalty: 3765.392578
	Iteration 5F: 3 clusters Score -6383914 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -6387616.000000 Penalty: 3765.392578
	Iteration 6F: 3 clusters Score -6387616 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -6390894.500000 Penalty: 3765.392578
	Iteration 7F: 3 clusters Score -6390894 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -6393853.500000 Penalty: 3765.392578
	Iteration 8F: 3 clusters Score -6393854 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85271 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -6396792.500000 Penalty: 3765.392578
	Iteration 9Q: 3 clusters Score -6396792 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -6400003.000000 Penalty: 3765.392578
	Iteration 10Q: 3 clusters Score -6400003 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -6403499.500000 Penalty: 3765.392578
	Iteration 11Q: 3 clusters Score -6403500 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -6406921.500000 Penalty: 3765.392578
	Iteration 12Q: 3 clusters Score -6406922 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -6409710.500000 Penalty: 3765.392578
	Iteration 13Q: 3 clusters Score -6409710 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104083 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6411476.000000 Penalty: 3765.392578
	Iteration 14Q: 3 clusters Score -6411476 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6412442.000000 Penalty: 3765.392578
	Iteration 15Q: 3 clusters Score -6412442 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6412955.500000 Penalty: 3765.392578
	Iteration 16Q: 3 clusters Score -6412956 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6413204.500000 Penalty: 3765.392578
	Iteration 17Q: 3 clusters Score -6413204 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106418 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6413397.000000 Penalty: 3765.392578
	Iteration 18Q: 3 clusters Score -6413397 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106559 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6413469.000000 Penalty: 3765.392578
	Iteration 19Q: 3 clusters Score -6413469 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106654 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6413537.000000 Penalty: 3765.392578
	Iteration 20F: 3 clusters Score -6413537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6413581.000000 Penalty: 3765.392578
	Iteration 21Q: 3 clusters Score -6413581 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6413619.500000 Penalty: 3765.392578
	Iteration 22Q: 3 clusters Score -6413620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106828 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6413650.000000 Penalty: 3765.392578
	Iteration 23Q: 3 clusters Score -6413650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106868 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6413694.500000 Penalty: 3765.392578
	Iteration 24Q: 3 clusters Score -6413694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6413705.500000 Penalty: 3765.392578
	Iteration 25Q: 3 clusters Score -6413706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6413727.500000 Penalty: 3765.392578
	Iteration 26Q: 3 clusters Score -6413728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6413733.500000 Penalty: 3765.392578
	Iteration 27Q: 3 clusters Score -6413734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106946 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6413736.500000 Penalty: 3765.392578
	Iteration 28Q: 3 clusters Score -6413736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6413744.000000 Penalty: 3765.392578
	Iteration 29Q: 3 clusters Score -6413744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106957 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6413743.000000 Penalty: 3765.392578
	Iteration 30Q: 3 clusters Score -6413743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6413744.000000 Penalty: 3765.392578
	Iteration 31Q: 3 clusters Score -6413744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6413747.000000 Penalty: 3765.392578
	Iteration 32Q: 3 clusters Score -6413747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6413743.000000 Penalty: 3765.392578
	Iteration 33Q: 3 clusters Score -6413743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6413752.000000 Penalty: 3765.392578
	Iteration 34Q: 3 clusters Score -6413752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6413753.000000 Penalty: 3765.392578
	Iteration 35Q: 3 clusters Score -6413753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106968 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6413760.000000 Penalty: 3765.392578
	Iteration 36Q: 3 clusters Score -6413760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6413763.000000 Penalty: 3765.392578
	Iteration 37Q: 3 clusters Score -6413763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6413763.000000 Penalty: 3765.392578
	Iteration 38F: 3 clusters Score -6413763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Entering Unmasked Estep 
Score: -291281.281250 Penalty: 1402.227539
	Iteration 0F: 2 clusters Score -291281.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -286940.531250 Penalty: 2804.455078
	Iteration 0F: 3 clusters Score -286940.5 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -288422.218750 Penalty: 2804.455078
	Iteration 1F: 3 clusters Score -288422.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -288963.125000 Penalty: 2804.455078
	Iteration 2F: 3 clusters Score -288963.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -289562.843750 Penalty: 2804.455078
	Iteration 3F: 3 clusters Score -289562.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -290303.750000 Penalty: 2804.455078
	Iteration 4F: 3 clusters Score -290303.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -290961.500000 Penalty: 2804.455078
	Iteration 5F: 3 clusters Score -290961.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -291268.437500 Penalty: 2804.455078
	Iteration 6F: 3 clusters Score -291268.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -291410.812500 Penalty: 2804.455078
	Iteration 7Q: 3 clusters Score -291410.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -291481.625000 Penalty: 2804.455078
	Iteration 8Q: 3 clusters Score -291481.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -291515.593750 Penalty: 2804.455078
	Iteration 9Q: 3 clusters Score -291515.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -291543.062500 Penalty: 2804.455078
	Iteration 10Q: 3 clusters Score -291543.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -291566.593750 Penalty: 2804.455078
	Iteration 11Q: 3 clusters Score -291566.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -291587.343750 Penalty: 2804.455078
	Iteration 12Q: 3 clusters Score -291587.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -291596.625000 Penalty: 2804.455078
	Iteration 13Q: 3 clusters Score -291596.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -291601.687500 Penalty: 2804.455078
	Iteration 14Q: 3 clusters Score -291601.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -291606.843750 Penalty: 2804.455078
	Iteration 15Q: 3 clusters Score -291606.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -291612.812500 Penalty: 2804.455078
	Iteration 16Q: 3 clusters Score -291612.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -291618.562500 Penalty: 2804.455078
	Iteration 17Q: 3 clusters Score -291618.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -291621.531250 Penalty: 2804.455078
	Iteration 18Q: 3 clusters Score -291621.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -291625.531250 Penalty: 2804.455078
	Iteration 19Q: 3 clusters Score -291625.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -291628.750000 Penalty: 2804.455078
	Iteration 20F: 3 clusters Score -291628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -291629.968750 Penalty: 2804.455078
	Iteration 21Q: 3 clusters Score -291630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -291631.281250 Penalty: 2804.455078
	Iteration 22Q: 3 clusters Score -291631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -291632.968750 Penalty: 2804.455078
	Iteration 23Q: 3 clusters Score -291633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -291633.406250 Penalty: 2804.455078
	Iteration 24Q: 3 clusters Score -291633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -291633.312500 Penalty: 2804.455078
	Iteration 25Q: 3 clusters Score -291633.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -291634.156250 Penalty: 2804.455078
	Iteration 26Q: 3 clusters Score -291634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -291634.156250 Penalty: 2804.455078
	Iteration 27F: 3 clusters Score -291634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 107562 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 14439 members 
Mstep: Class 5 contains 41347 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 47452 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 46481 members 
Mstep: Class 11 contains 17486 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15217 members 
Mstep: Class 14 contains 41118 members 
Mstep: Class 15 contains 16223 members 
Mstep: Class 16 contains 135395 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 44704 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13540 members 
Mstep: Class 23 contains 9784 members 
Mstep: Class 24 contains 7004 members 
Mstep: Class 25 contains 3969 members 
Mstep: Class 26 contains 6862 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6874 members 
Mstep: Class 30 contains 3811 members 
Entering Unmasked Estep 
Score: -34128636.000000 Penalty: 65047.898438
Splitting cluster 3 changes total score from -34129052.000000 to -34128636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Entering Unmasked Estep 
Score: -813013.625000 Penalty: 1556.374390
	Iteration 0F: 2 clusters Score -813013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -803015.125000 Penalty: 3112.748779
	Iteration 0F: 3 clusters Score -803015.1 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -806729.562500 Penalty: 3112.748779
	Iteration 1F: 3 clusters Score -806729.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -807305.750000 Penalty: 3112.748779
	Iteration 2F: 3 clusters Score -807305.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -807937.875000 Penalty: 3112.748779
	Iteration 3F: 3 clusters Score -807937.9 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -808634.000000 Penalty: 3112.748779
	Iteration 4F: 3 clusters Score -808634 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -809346.812500 Penalty: 3112.748779
	Iteration 5F: 3 clusters Score -809346.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -810098.625000 Penalty: 3112.748779
	Iteration 6F: 3 clusters Score -810098.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -810699.562500 Penalty: 3112.748779
	Iteration 7F: 3 clusters Score -810699.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -811022.312500 Penalty: 3112.748779
	Iteration 8Q: 3 clusters Score -811022.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -811188.687500 Penalty: 3112.748779
	Iteration 9Q: 3 clusters Score -811188.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -811290.562500 Penalty: 3112.748779
	Iteration 10Q: 3 clusters Score -811290.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -811382.000000 Penalty: 3112.748779
	Iteration 11Q: 3 clusters Score -811382 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -811439.312500 Penalty: 3112.748779
	Iteration 12Q: 3 clusters Score -811439.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -811491.437500 Penalty: 3112.748779
	Iteration 13Q: 3 clusters Score -811491.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -811524.125000 Penalty: 3112.748779
	Iteration 14Q: 3 clusters Score -811524.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -811546.062500 Penalty: 3112.748779
	Iteration 15Q: 3 clusters Score -811546.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -811562.750000 Penalty: 3112.748779
	Iteration 16Q: 3 clusters Score -811562.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -811578.687500 Penalty: 3112.748779
	Iteration 17Q: 3 clusters Score -811578.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -811589.750000 Penalty: 3112.748779
	Iteration 18Q: 3 clusters Score -811589.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -811603.125000 Penalty: 3112.748779
	Iteration 19Q: 3 clusters Score -811603.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -811611.375000 Penalty: 3112.748779
	Iteration 20F: 3 clusters Score -811611.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -811614.500000 Penalty: 3112.748779
	Iteration 21Q: 3 clusters Score -811614.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -811622.562500 Penalty: 3112.748779
	Iteration 22Q: 3 clusters Score -811622.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -811625.375000 Penalty: 3112.748779
	Iteration 23Q: 3 clusters Score -811625.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -811629.437500 Penalty: 3112.748779
	Iteration 24Q: 3 clusters Score -811629.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -811633.125000 Penalty: 3112.748779
	Iteration 25Q: 3 clusters Score -811633.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -811635.312500 Penalty: 3112.748779
	Iteration 26Q: 3 clusters Score -811635.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -811636.750000 Penalty: 3112.748779
	Iteration 27Q: 3 clusters Score -811636.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -811640.312500 Penalty: 3112.748779
	Iteration 28Q: 3 clusters Score -811640.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -811644.375000 Penalty: 3112.748779
	Iteration 29Q: 3 clusters Score -811644.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -811650.562500 Penalty: 3112.748779
	Iteration 30Q: 3 clusters Score -811650.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -811652.000000 Penalty: 3112.748779
	Iteration 31Q: 3 clusters Score -811652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -811659.750000 Penalty: 3112.748779
	Iteration 32Q: 3 clusters Score -811659.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -811659.812500 Penalty: 3112.748779
	Iteration 33Q: 3 clusters Score -811659.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -811664.625000 Penalty: 3112.748779
	Iteration 34Q: 3 clusters Score -811664.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -811664.562500 Penalty: 3112.748779
	Iteration 35Q: 3 clusters Score -811664.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -811668.937500 Penalty: 3112.748779
	Iteration 36Q: 3 clusters Score -811668.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -811671.375000 Penalty: 3112.748779
	Iteration 37Q: 3 clusters Score -811671.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -811674.812500 Penalty: 3112.748779
	Iteration 38Q: 3 clusters Score -811674.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -811679.687500 Penalty: 3112.748779
	Iteration 39Q: 3 clusters Score -811679.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -811680.375000 Penalty: 3112.748779
	Iteration 40F: 3 clusters Score -811680.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -811680.312500 Penalty: 3112.748779
	Iteration 41Q: 3 clusters Score -811680.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -811688.875000 Penalty: 3112.748779
	Iteration 42Q: 3 clusters Score -811688.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -811694.125000 Penalty: 3112.748779
	Iteration 43Q: 3 clusters Score -811694.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -811702.375000 Penalty: 3112.748779
	Iteration 44Q: 3 clusters Score -811702.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -811702.062500 Penalty: 3112.748779
	Iteration 45Q: 3 clusters Score -811702.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -811705.687500 Penalty: 3112.748779
	Iteration 46Q: 3 clusters Score -811705.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -811708.437500 Penalty: 3112.748779
	Iteration 47Q: 3 clusters Score -811708.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -811709.250000 Penalty: 3112.748779
	Iteration 48Q: 3 clusters Score -811709.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -811715.562500 Penalty: 3112.748779
	Iteration 49Q: 3 clusters Score -811715.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -811716.312500 Penalty: 3112.748779
	Iteration 50Q: 3 clusters Score -811716.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -811721.062500 Penalty: 3112.748779
	Iteration 51Q: 3 clusters Score -811721.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -811719.375000 Penalty: 3112.748779
	Iteration 52Q: 3 clusters Score -811719.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -811727.000000 Penalty: 3112.748779
	Iteration 53Q: 3 clusters Score -811727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -811731.687500 Penalty: 3112.748779
	Iteration 54Q: 3 clusters Score -811731.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -811736.312500 Penalty: 3112.748779
	Iteration 55Q: 3 clusters Score -811736.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -811740.312500 Penalty: 3112.748779
	Iteration 56Q: 3 clusters Score -811740.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -811745.625000 Penalty: 3112.748779
	Iteration 57Q: 3 clusters Score -811745.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -811755.187500 Penalty: 3112.748779
	Iteration 58Q: 3 clusters Score -811755.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -811759.750000 Penalty: 3112.748779
	Iteration 59Q: 3 clusters Score -811759.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -811766.875000 Penalty: 3112.748779
	Iteration 60F: 3 clusters Score -811766.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -811770.187500 Penalty: 3112.748779
	Iteration 61Q: 3 clusters Score -811770.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -811775.500000 Penalty: 3112.748779
	Iteration 62Q: 3 clusters Score -811775.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -811780.437500 Penalty: 3112.748779
	Iteration 63Q: 3 clusters Score -811780.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -811783.937500 Penalty: 3112.748779
	Iteration 64Q: 3 clusters Score -811783.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -811788.312500 Penalty: 3112.748779
	Iteration 65Q: 3 clusters Score -811788.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -811791.062500 Penalty: 3112.748779
	Iteration 66Q: 3 clusters Score -811791.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -811796.312500 Penalty: 3112.748779
	Iteration 67Q: 3 clusters Score -811796.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -811796.250000 Penalty: 3112.748779
	Iteration 68Q: 3 clusters Score -811796.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -811797.750000 Penalty: 3112.748779
	Iteration 69Q: 3 clusters Score -811797.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -811800.125000 Penalty: 3112.748779
	Iteration 70Q: 3 clusters Score -811800.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -811801.250000 Penalty: 3112.748779
	Iteration 71Q: 3 clusters Score -811801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -811800.875000 Penalty: 3112.748779
	Iteration 72Q: 3 clusters Score -811800.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -811802.562500 Penalty: 3112.748779
	Iteration 73Q: 3 clusters Score -811802.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -811805.375000 Penalty: 3112.748779
	Iteration 74Q: 3 clusters Score -811805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -811805.187500 Penalty: 3112.748779
	Iteration 75Q: 3 clusters Score -811805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -811806.375000 Penalty: 3112.748779
	Iteration 76Q: 3 clusters Score -811806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -811807.750000 Penalty: 3112.748779
	Iteration 77Q: 3 clusters Score -811807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -811809.812500 Penalty: 3112.748779
	Iteration 78Q: 3 clusters Score -811809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -811808.062500 Penalty: 3112.748779
	Iteration 79Q: 3 clusters Score -811808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -811807.750000 Penalty: 3112.748779
	Iteration 80F: 3 clusters Score -811807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -811807.875000 Penalty: 3112.748779
	Iteration 81Q: 3 clusters Score -811807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -811808.375000 Penalty: 3112.748779
	Iteration 82Q: 3 clusters Score -811808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -811808.375000 Penalty: 3112.748779
	Iteration 83F: 3 clusters Score -811808.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Entering Unmasked Estep 
Score: -2395090.500000 Penalty: 1727.335205
	Iteration 0F: 2 clusters Score -2395090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2367379.750000 Penalty: 3454.670410
	Iteration 0F: 3 clusters Score -2367380 nChanged 19253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2378376.000000 Penalty: 3454.670410
	Iteration 1F: 3 clusters Score -2378376 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2379026.750000 Penalty: 3454.670410
	Iteration 2Q: 3 clusters Score -2379027 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2379740.750000 Penalty: 3454.670410
	Iteration 3Q: 3 clusters Score -2379741 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2380607.250000 Penalty: 3454.670410
	Iteration 4Q: 3 clusters Score -2380607 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2381619.000000 Penalty: 3454.670410
	Iteration 5Q: 3 clusters Score -2381619 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -2382828.500000 Penalty: 3454.670410
	Iteration 6F: 3 clusters Score -2382828 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -2384172.750000 Penalty: 3454.670410
	Iteration 7F: 3 clusters Score -2384173 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -2385593.250000 Penalty: 3454.670410
	Iteration 8F: 3 clusters Score -2385593 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -2386879.000000 Penalty: 3454.670410
	Iteration 9Q: 3 clusters Score -2386879 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -2387947.000000 Penalty: 3454.670410
	Iteration 10Q: 3 clusters Score -2387947 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -2388802.500000 Penalty: 3454.670410
	Iteration 11Q: 3 clusters Score -2388802 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -2389522.500000 Penalty: 3454.670410
	Iteration 12Q: 3 clusters Score -2389522 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -2390124.000000 Penalty: 3454.670410
	Iteration 13Q: 3 clusters Score -2390124 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -2390676.750000 Penalty: 3454.670410
	Iteration 14Q: 3 clusters Score -2390677 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -2391149.750000 Penalty: 3454.670410
	Iteration 15Q: 3 clusters Score -2391150 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -2391539.250000 Penalty: 3454.670410
	Iteration 16Q: 3 clusters Score -2391539 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -2391900.750000 Penalty: 3454.670410
	Iteration 17Q: 3 clusters Score -2391901 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -2392223.000000 Penalty: 3454.670410
	Iteration 18Q: 3 clusters Score -2392223 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -2392478.250000 Penalty: 3454.670410
	Iteration 19Q: 3 clusters Score -2392478 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -2392691.500000 Penalty: 3454.670410
	Iteration 20F: 3 clusters Score -2392692 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -2392855.250000 Penalty: 3454.670410
	Iteration 21Q: 3 clusters Score -2392855 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -2393019.750000 Penalty: 3454.670410
	Iteration 22Q: 3 clusters Score -2393020 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -2393147.000000 Penalty: 3454.670410
	Iteration 23Q: 3 clusters Score -2393147 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -2393264.750000 Penalty: 3454.670410
	Iteration 24Q: 3 clusters Score -2393265 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -2393361.750000 Penalty: 3454.670410
	Iteration 25Q: 3 clusters Score -2393362 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -2393430.750000 Penalty: 3454.670410
	Iteration 26Q: 3 clusters Score -2393431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -2393479.000000 Penalty: 3454.670410
	Iteration 27Q: 3 clusters Score -2393479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -2393509.750000 Penalty: 3454.670410
	Iteration 28Q: 3 clusters Score -2393510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -2393533.250000 Penalty: 3454.670410
	Iteration 29Q: 3 clusters Score -2393533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -2393544.500000 Penalty: 3454.670410
	Iteration 30Q: 3 clusters Score -2393544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -2393556.000000 Penalty: 3454.670410
	Iteration 31Q: 3 clusters Score -2393556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -2393561.500000 Penalty: 3454.670410
	Iteration 32Q: 3 clusters Score -2393562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -2393572.250000 Penalty: 3454.670410
	Iteration 33Q: 3 clusters Score -2393572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -2393572.500000 Penalty: 3454.670410
	Iteration 34Q: 3 clusters Score -2393572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -2393576.500000 Penalty: 3454.670410
	Iteration 35Q: 3 clusters Score -2393576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -2393577.500000 Penalty: 3454.670410
	Iteration 36Q: 3 clusters Score -2393578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -2393577.250000 Penalty: 3454.670410
	Iteration 37Q: 3 clusters Score -2393577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -2393578.000000 Penalty: 3454.670410
	Iteration 38Q: 3 clusters Score -2393578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -2393576.750000 Penalty: 3454.670410
	Iteration 39Q: 3 clusters Score -2393577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -2393579.250000 Penalty: 3454.670410
	Iteration 40F: 3 clusters Score -2393579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Entering Unmasked Estep 
Score: -206037.312500 Penalty: 1350.282593
	Iteration 0F: 2 clusters Score -206037.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -202668.937500 Penalty: 2700.565186
	Iteration 0F: 3 clusters Score -202668.9 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -203661.343750 Penalty: 2700.565186
	Iteration 1F: 3 clusters Score -203661.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -203881.921875 Penalty: 2700.565186
	Iteration 2F: 3 clusters Score -203881.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -204089.171875 Penalty: 2700.565186
	Iteration 3F: 3 clusters Score -204089.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -204346.062500 Penalty: 2700.565186
	Iteration 4F: 3 clusters Score -204346.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -204640.453125 Penalty: 2700.565186
	Iteration 5F: 3 clusters Score -204640.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -204889.406250 Penalty: 2700.565186
	Iteration 6F: 3 clusters Score -204889.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -205036.421875 Penalty: 2700.565186
	Iteration 7Q: 3 clusters Score -205036.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -205131.359375 Penalty: 2700.565186
	Iteration 8Q: 3 clusters Score -205131.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -205204.125000 Penalty: 2700.565186
	Iteration 9Q: 3 clusters Score -205204.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -205283.531250 Penalty: 2700.565186
	Iteration 10Q: 3 clusters Score -205283.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -205359.046875 Penalty: 2700.565186
	Iteration 11Q: 3 clusters Score -205359 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -205417.234375 Penalty: 2700.565186
	Iteration 12Q: 3 clusters Score -205417.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -205466.531250 Penalty: 2700.565186
	Iteration 13Q: 3 clusters Score -205466.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -205495.953125 Penalty: 2700.565186
	Iteration 14Q: 3 clusters Score -205496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -205518.937500 Penalty: 2700.565186
	Iteration 15Q: 3 clusters Score -205518.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -205536.468750 Penalty: 2700.565186
	Iteration 16Q: 3 clusters Score -205536.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -205546.765625 Penalty: 2700.565186
	Iteration 17Q: 3 clusters Score -205546.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -205552.671875 Penalty: 2700.565186
	Iteration 18Q: 3 clusters Score -205552.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -205558.312500 Penalty: 2700.565186
	Iteration 19Q: 3 clusters Score -205558.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -205562.937500 Penalty: 2700.565186
	Iteration 20F: 3 clusters Score -205562.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -205566.343750 Penalty: 2700.565186
	Iteration 21Q: 3 clusters Score -205566.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -205569.890625 Penalty: 2700.565186
	Iteration 22Q: 3 clusters Score -205569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -205572.421875 Penalty: 2700.565186
	Iteration 23Q: 3 clusters Score -205572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -205576.046875 Penalty: 2700.565186
	Iteration 24Q: 3 clusters Score -205576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -205580.937500 Penalty: 2700.565186
	Iteration 25Q: 3 clusters Score -205580.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -205585.281250 Penalty: 2700.565186
	Iteration 26Q: 3 clusters Score -205585.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -205588.187500 Penalty: 2700.565186
	Iteration 27Q: 3 clusters Score -205588.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -205590.390625 Penalty: 2700.565186
	Iteration 28Q: 3 clusters Score -205590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -205591.953125 Penalty: 2700.565186
	Iteration 29Q: 3 clusters Score -205592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -205594.031250 Penalty: 2700.565186
	Iteration 30Q: 3 clusters Score -205594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -205596.000000 Penalty: 2700.565186
	Iteration 31Q: 3 clusters Score -205596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -205597.312500 Penalty: 2700.565186
	Iteration 32Q: 3 clusters Score -205597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -205597.796875 Penalty: 2700.565186
	Iteration 33Q: 3 clusters Score -205597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -205597.984375 Penalty: 2700.565186
	Iteration 34Q: 3 clusters Score -205598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -205597.984375 Penalty: 2700.565186
	Iteration 35F: 3 clusters Score -205598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -73857.703125 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -73857.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -72114.406250 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -72114.41 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -72453.156250 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -72453.16 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -72548.546875 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -72548.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -72602.406250 Penalty: 2361.945801
	Iteration 3Q: 3 clusters Score -72602.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -72637.953125 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -72637.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -72670.601562 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -72670.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -72707.171875 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -72707.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -72750.609375 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -72750.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -72798.085938 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -72798.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -72872.968750 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -72872.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -72949.734375 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -72949.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -73018.304688 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -73018.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -73084.773438 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -73084.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -73147.195312 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -73147.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -73188.703125 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -73188.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -73221.093750 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -73221.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -73253.101562 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -73253.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -73280.289062 Penalty: 2361.945801
	Iteration 17Q: 3 clusters Score -73280.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -73299.156250 Penalty: 2361.945801
	Iteration 18Q: 3 clusters Score -73299.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -73315.460938 Penalty: 2361.945801
	Iteration 19Q: 3 clusters Score -73315.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -73328.210938 Penalty: 2361.945801
	Iteration 20F: 3 clusters Score -73328.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -73342.343750 Penalty: 2361.945801
	Iteration 21Q: 3 clusters Score -73342.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -73353.484375 Penalty: 2361.945801
	Iteration 22Q: 3 clusters Score -73353.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -73360.187500 Penalty: 2361.945801
	Iteration 23Q: 3 clusters Score -73360.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -73367.703125 Penalty: 2361.945801
	Iteration 24Q: 3 clusters Score -73367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -73372.265625 Penalty: 2361.945801
	Iteration 25Q: 3 clusters Score -73372.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -73374.171875 Penalty: 2361.945801
	Iteration 26Q: 3 clusters Score -73374.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -73374.171875 Penalty: 2361.945801
	Iteration 27F: 3 clusters Score -73374.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Entering Unmasked Estep 
Score: -2794600.500000 Penalty: 1749.714600
	Iteration 0F: 2 clusters Score -2794600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2762868.750000 Penalty: 3499.429199
	Iteration 0F: 3 clusters Score -2762869 nChanged 22247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2775286.500000 Penalty: 3499.429199
	Iteration 1F: 3 clusters Score -2775286 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2775744.000000 Penalty: 3499.429199
	Iteration 2Q: 3 clusters Score -2775744 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2776240.500000 Penalty: 3499.429199
	Iteration 3Q: 3 clusters Score -2776240 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2776999.000000 Penalty: 3499.429199
	Iteration 4Q: 3 clusters Score -2776999 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2778271.000000 Penalty: 3499.429199
	Iteration 5F: 3 clusters Score -2778271 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2780328.750000 Penalty: 3499.429199
	Iteration 6F: 3 clusters Score -2780329 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2783261.250000 Penalty: 3499.429199
	Iteration 7F: 3 clusters Score -2783261 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2786716.000000 Penalty: 3499.429199
	Iteration 8F: 3 clusters Score -2786716 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2789784.250000 Penalty: 3499.429199
	Iteration 9F: 3 clusters Score -2789784 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2791360.000000 Penalty: 3499.429199
	Iteration 10Q: 3 clusters Score -2791360 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2791940.250000 Penalty: 3499.429199
	Iteration 11Q: 3 clusters Score -2791940 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2792228.250000 Penalty: 3499.429199
	Iteration 12Q: 3 clusters Score -2792228 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2792391.250000 Penalty: 3499.429199
	Iteration 13Q: 3 clusters Score -2792391 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2792510.500000 Penalty: 3499.429199
	Iteration 14Q: 3 clusters Score -2792510 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2792590.250000 Penalty: 3499.429199
	Iteration 15Q: 3 clusters Score -2792590 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2792650.000000 Penalty: 3499.429199
	Iteration 16Q: 3 clusters Score -2792650 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2792706.250000 Penalty: 3499.429199
	Iteration 17Q: 3 clusters Score -2792706 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2792747.000000 Penalty: 3499.429199
	Iteration 18Q: 3 clusters Score -2792747 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2792792.250000 Penalty: 3499.429199
	Iteration 19Q: 3 clusters Score -2792792 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2792828.000000 Penalty: 3499.429199
	Iteration 20F: 3 clusters Score -2792828 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2792865.250000 Penalty: 3499.429199
	Iteration 21Q: 3 clusters Score -2792865 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2792898.000000 Penalty: 3499.429199
	Iteration 22Q: 3 clusters Score -2792898 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2792930.500000 Penalty: 3499.429199
	Iteration 23Q: 3 clusters Score -2792930 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2792946.750000 Penalty: 3499.429199
	Iteration 24Q: 3 clusters Score -2792947 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2792977.750000 Penalty: 3499.429199
	Iteration 25Q: 3 clusters Score -2792978 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2793001.750000 Penalty: 3499.429199
	Iteration 26Q: 3 clusters Score -2793002 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2793028.250000 Penalty: 3499.429199
	Iteration 27Q: 3 clusters Score -2793028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2793037.500000 Penalty: 3499.429199
	Iteration 28Q: 3 clusters Score -2793038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2793056.000000 Penalty: 3499.429199
	Iteration 29Q: 3 clusters Score -2793056 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2793065.500000 Penalty: 3499.429199
	Iteration 30Q: 3 clusters Score -2793066 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2793083.000000 Penalty: 3499.429199
	Iteration 31Q: 3 clusters Score -2793083 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2793101.250000 Penalty: 3499.429199
	Iteration 32Q: 3 clusters Score -2793101 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2793123.250000 Penalty: 3499.429199
	Iteration 33Q: 3 clusters Score -2793123 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2793131.000000 Penalty: 3499.429199
	Iteration 34Q: 3 clusters Score -2793131 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2793143.750000 Penalty: 3499.429199
	Iteration 35Q: 3 clusters Score -2793144 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2793165.250000 Penalty: 3499.429199
	Iteration 36Q: 3 clusters Score -2793165 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2793168.000000 Penalty: 3499.429199
	Iteration 37Q: 3 clusters Score -2793168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2793179.750000 Penalty: 3499.429199
	Iteration 38Q: 3 clusters Score -2793180 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2793193.250000 Penalty: 3499.429199
	Iteration 39Q: 3 clusters Score -2793193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2793213.000000 Penalty: 3499.429199
	Iteration 40F: 3 clusters Score -2793213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2793221.500000 Penalty: 3499.429199
	Iteration 41Q: 3 clusters Score -2793222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2793231.750000 Penalty: 3499.429199
	Iteration 42Q: 3 clusters Score -2793232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2793244.000000 Penalty: 3499.429199
	Iteration 43Q: 3 clusters Score -2793244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2793261.500000 Penalty: 3499.429199
	Iteration 44Q: 3 clusters Score -2793262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2793267.250000 Penalty: 3499.429199
	Iteration 45Q: 3 clusters Score -2793267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2793266.000000 Penalty: 3499.429199
	Iteration 46Q: 3 clusters Score -2793266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2793270.250000 Penalty: 3499.429199
	Iteration 47Q: 3 clusters Score -2793270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2793276.000000 Penalty: 3499.429199
	Iteration 48Q: 3 clusters Score -2793276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2793273.750000 Penalty: 3499.429199
	Iteration 49Q: 3 clusters Score -2793274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2793279.750000 Penalty: 3499.429199
	Iteration 50Q: 3 clusters Score -2793280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2793289.500000 Penalty: 3499.429199
	Iteration 51Q: 3 clusters Score -2793290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2793288.750000 Penalty: 3499.429199
	Iteration 52Q: 3 clusters Score -2793289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2793296.250000 Penalty: 3499.429199
	Iteration 53Q: 3 clusters Score -2793296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2793299.000000 Penalty: 3499.429199
	Iteration 54Q: 3 clusters Score -2793299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2793302.750000 Penalty: 3499.429199
	Iteration 55Q: 3 clusters Score -2793303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2793304.000000 Penalty: 3499.429199
	Iteration 56Q: 3 clusters Score -2793304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2793306.250000 Penalty: 3499.429199
	Iteration 57Q: 3 clusters Score -2793306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2793304.500000 Penalty: 3499.429199
	Iteration 58Q: 3 clusters Score -2793304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2793303.250000 Penalty: 3499.429199
	Iteration 59Q: 3 clusters Score -2793303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2793311.000000 Penalty: 3499.429199
	Iteration 60F: 3 clusters Score -2793311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2793313.500000 Penalty: 3499.429199
	Iteration 61Q: 3 clusters Score -2793314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2793317.250000 Penalty: 3499.429199
	Iteration 62Q: 3 clusters Score -2793317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2793319.750000 Penalty: 3499.429199
	Iteration 63Q: 3 clusters Score -2793320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2793320.250000 Penalty: 3499.429199
	Iteration 64Q: 3 clusters Score -2793320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2793324.500000 Penalty: 3499.429199
	Iteration 65Q: 3 clusters Score -2793324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2793323.500000 Penalty: 3499.429199
	Iteration 66Q: 3 clusters Score -2793324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2793323.500000 Penalty: 3499.429199
	Iteration 67Q: 3 clusters Score -2793324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2793327.750000 Penalty: 3499.429199
	Iteration 68Q: 3 clusters Score -2793328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2793333.500000 Penalty: 3499.429199
	Iteration 69Q: 3 clusters Score -2793334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2793338.000000 Penalty: 3499.429199
	Iteration 70Q: 3 clusters Score -2793338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2793336.000000 Penalty: 3499.429199
	Iteration 71Q: 3 clusters Score -2793336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2793332.000000 Penalty: 3499.429199
	Iteration 72Q: 3 clusters Score -2793332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2793339.750000 Penalty: 3499.429199
	Iteration 73Q: 3 clusters Score -2793340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2793341.000000 Penalty: 3499.429199
	Iteration 74Q: 3 clusters Score -2793341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2793342.250000 Penalty: 3499.429199
	Iteration 75Q: 3 clusters Score -2793342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2793339.750000 Penalty: 3499.429199
	Iteration 76Q: 3 clusters Score -2793340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2793351.750000 Penalty: 3499.429199
	Iteration 77Q: 3 clusters Score -2793352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2793349.250000 Penalty: 3499.429199
	Iteration 78Q: 3 clusters Score -2793349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2793353.250000 Penalty: 3499.429199
	Iteration 79Q: 3 clusters Score -2793353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2793359.000000 Penalty: 3499.429199
	Iteration 80F: 3 clusters Score -2793359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2793358.000000 Penalty: 3499.429199
	Iteration 81Q: 3 clusters Score -2793358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2793367.500000 Penalty: 3499.429199
	Iteration 82Q: 3 clusters Score -2793368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2793368.500000 Penalty: 3499.429199
	Iteration 83Q: 3 clusters Score -2793368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2793370.000000 Penalty: 3499.429199
	Iteration 84Q: 3 clusters Score -2793370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2793371.500000 Penalty: 3499.429199
	Iteration 85Q: 3 clusters Score -2793372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2793371.000000 Penalty: 3499.429199
	Iteration 86Q: 3 clusters Score -2793371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2793371.500000 Penalty: 3499.429199
	Iteration 87Q: 3 clusters Score -2793372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2793370.250000 Penalty: 3499.429199
	Iteration 88Q: 3 clusters Score -2793370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2793376.000000 Penalty: 3499.429199
	Iteration 89Q: 3 clusters Score -2793376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2793383.500000 Penalty: 3499.429199
	Iteration 90Q: 3 clusters Score -2793384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2793387.500000 Penalty: 3499.429199
	Iteration 91Q: 3 clusters Score -2793388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2793396.500000 Penalty: 3499.429199
	Iteration 92Q: 3 clusters Score -2793396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2793402.250000 Penalty: 3499.429199
	Iteration 93Q: 3 clusters Score -2793402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2793409.250000 Penalty: 3499.429199
	Iteration 94Q: 3 clusters Score -2793409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2793405.250000 Penalty: 3499.429199
	Iteration 95Q: 3 clusters Score -2793405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2793413.250000 Penalty: 3499.429199
	Iteration 96Q: 3 clusters Score -2793413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2793406.250000 Penalty: 3499.429199
	Iteration 97Q: 3 clusters Score -2793406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2793419.000000 Penalty: 3499.429199
	Iteration 98Q: 3 clusters Score -2793419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2793413.500000 Penalty: 3499.429199
	Iteration 99Q: 3 clusters Score -2793414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2793423.500000 Penalty: 3499.429199
	Iteration 100F: 3 clusters Score -2793424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2793423.000000 Penalty: 3499.429199
	Iteration 101Q: 3 clusters Score -2793423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2793423.250000 Penalty: 3499.429199
	Iteration 102Q: 3 clusters Score -2793423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2793429.500000 Penalty: 3499.429199
	Iteration 103Q: 3 clusters Score -2793430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2793442.750000 Penalty: 3499.429199
	Iteration 104Q: 3 clusters Score -2793443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2793458.000000 Penalty: 3499.429199
	Iteration 105Q: 3 clusters Score -2793458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2793464.500000 Penalty: 3499.429199
	Iteration 106Q: 3 clusters Score -2793464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2793473.750000 Penalty: 3499.429199
	Iteration 107Q: 3 clusters Score -2793474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2793473.750000 Penalty: 3499.429199
	Iteration 108Q: 3 clusters Score -2793474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2793478.000000 Penalty: 3499.429199
	Iteration 109Q: 3 clusters Score -2793478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2793496.750000 Penalty: 3499.429199
	Iteration 110Q: 3 clusters Score -2793497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2793504.000000 Penalty: 3499.429199
	Iteration 111Q: 3 clusters Score -2793504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2793511.500000 Penalty: 3499.429199
	Iteration 112Q: 3 clusters Score -2793512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2793524.000000 Penalty: 3499.429199
	Iteration 113Q: 3 clusters Score -2793524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2793534.750000 Penalty: 3499.429199
	Iteration 114Q: 3 clusters Score -2793535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2793543.500000 Penalty: 3499.429199
	Iteration 115Q: 3 clusters Score -2793544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2793561.250000 Penalty: 3499.429199
	Iteration 116Q: 3 clusters Score -2793561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2793568.000000 Penalty: 3499.429199
	Iteration 117Q: 3 clusters Score -2793568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2793569.500000 Penalty: 3499.429199
	Iteration 118Q: 3 clusters Score -2793570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2793574.500000 Penalty: 3499.429199
	Iteration 119Q: 3 clusters Score -2793574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2793577.750000 Penalty: 3499.429199
	Iteration 120F: 3 clusters Score -2793578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2793583.750000 Penalty: 3499.429199
	Iteration 121Q: 3 clusters Score -2793584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2793585.250000 Penalty: 3499.429199
	Iteration 122Q: 3 clusters Score -2793585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2793587.250000 Penalty: 3499.429199
	Iteration 123Q: 3 clusters Score -2793587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2793588.500000 Penalty: 3499.429199
	Iteration 124Q: 3 clusters Score -2793588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2793590.750000 Penalty: 3499.429199
	Iteration 125Q: 3 clusters Score -2793591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2793587.500000 Penalty: 3499.429199
	Iteration 126Q: 3 clusters Score -2793588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2793591.250000 Penalty: 3499.429199
	Iteration 127Q: 3 clusters Score -2793591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2793594.250000 Penalty: 3499.429199
	Iteration 128Q: 3 clusters Score -2793594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2793597.250000 Penalty: 3499.429199
	Iteration 129Q: 3 clusters Score -2793597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2793595.000000 Penalty: 3499.429199
	Iteration 130Q: 3 clusters Score -2793595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2793599.000000 Penalty: 3499.429199
	Iteration 131Q: 3 clusters Score -2793599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2793599.500000 Penalty: 3499.429199
	Iteration 132Q: 3 clusters Score -2793600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2793599.000000 Penalty: 3499.429199
	Iteration 133Q: 3 clusters Score -2793599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2793594.750000 Penalty: 3499.429199
	Iteration 134Q: 3 clusters Score -2793595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2793596.000000 Penalty: 3499.429199
	Iteration 135Q: 3 clusters Score -2793596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2793601.250000 Penalty: 3499.429199
	Iteration 136Q: 3 clusters Score -2793601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2793594.750000 Penalty: 3499.429199
	Iteration 137Q: 3 clusters Score -2793595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2793597.750000 Penalty: 3499.429199
	Iteration 138Q: 3 clusters Score -2793598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2793597.750000 Penalty: 3499.429199
	Iteration 139F: 3 clusters Score -2793598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -93901.304688 Penalty: 1213.540649
	Iteration 0F: 2 clusters Score -93901.3 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 874 members 
Entering Unmasked Estep 
Score: -91974.945312 Penalty: 2427.081299
	Iteration 0F: 3 clusters Score -91974.95 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -92480.343750 Penalty: 2427.081299
	Iteration 1F: 3 clusters Score -92480.34 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -92634.796875 Penalty: 2427.081299
	Iteration 2F: 3 clusters Score -92634.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -92706.859375 Penalty: 2427.081299
	Iteration 3Q: 3 clusters Score -92706.86 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -92775.171875 Penalty: 2427.081299
	Iteration 4Q: 3 clusters Score -92775.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -92831.726562 Penalty: 2427.081299
	Iteration 5Q: 3 clusters Score -92831.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -92885.992188 Penalty: 2427.081299
	Iteration 6Q: 3 clusters Score -92885.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -92942.710938 Penalty: 2427.081299
	Iteration 7Q: 3 clusters Score -92942.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -93002.820312 Penalty: 2427.081299
	Iteration 8Q: 3 clusters Score -93002.82 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -93069.539062 Penalty: 2427.081299
	Iteration 9Q: 3 clusters Score -93069.54 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -93142.585938 Penalty: 2427.081299
	Iteration 10Q: 3 clusters Score -93142.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -93199.210938 Penalty: 2427.081299
	Iteration 11Q: 3 clusters Score -93199.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -93250.656250 Penalty: 2427.081299
	Iteration 12Q: 3 clusters Score -93250.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -93296.984375 Penalty: 2427.081299
	Iteration 13Q: 3 clusters Score -93296.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -93334.492188 Penalty: 2427.081299
	Iteration 14Q: 3 clusters Score -93334.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -93385.335938 Penalty: 2427.081299
	Iteration 15Q: 3 clusters Score -93385.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -93427.617188 Penalty: 2427.081299
	Iteration 16Q: 3 clusters Score -93427.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -93466.289062 Penalty: 2427.081299
	Iteration 17Q: 3 clusters Score -93466.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -93496.617188 Penalty: 2427.081299
	Iteration 18Q: 3 clusters Score -93496.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -93524.070312 Penalty: 2427.081299
	Iteration 19Q: 3 clusters Score -93524.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -93537.398438 Penalty: 2427.081299
	Iteration 20F: 3 clusters Score -93537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -93546.140625 Penalty: 2427.081299
	Iteration 21Q: 3 clusters Score -93546.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -93551.054688 Penalty: 2427.081299
	Iteration 22Q: 3 clusters Score -93551.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -93554.648438 Penalty: 2427.081299
	Iteration 23Q: 3 clusters Score -93554.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -93559.023438 Penalty: 2427.081299
	Iteration 24Q: 3 clusters Score -93559.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -93561.218750 Penalty: 2427.081299
	Iteration 25Q: 3 clusters Score -93561.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -93561.609375 Penalty: 2427.081299
	Iteration 26Q: 3 clusters Score -93561.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -93563.570312 Penalty: 2427.081299
	Iteration 27Q: 3 clusters Score -93563.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -93565.585938 Penalty: 2427.081299
	Iteration 28Q: 3 clusters Score -93565.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -93566.460938 Penalty: 2427.081299
	Iteration 29Q: 3 clusters Score -93566.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -93566.460938 Penalty: 2427.081299
	Iteration 30F: 3 clusters Score -93566.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Entering Unmasked Estep 
Score: -2398838.750000 Penalty: 1746.354736
	Iteration 0F: 2 clusters Score -2398839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2367611.250000 Penalty: 3492.709473
	Iteration 0F: 3 clusters Score -2367611 nChanged 21725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2380221.000000 Penalty: 3492.709473
	Iteration 1F: 3 clusters Score -2380221 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2380953.250000 Penalty: 3492.709473
	Iteration 2Q: 3 clusters Score -2380953 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2381780.500000 Penalty: 3492.709473
	Iteration 3Q: 3 clusters Score -2381780 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -2382725.250000 Penalty: 3492.709473
	Iteration 4Q: 3 clusters Score -2382725 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -2383814.000000 Penalty: 3492.709473
	Iteration 5F: 3 clusters Score -2383814 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -2385145.250000 Penalty: 3492.709473
	Iteration 6F: 3 clusters Score -2385145 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -2386686.750000 Penalty: 3492.709473
	Iteration 7F: 3 clusters Score -2386687 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -2388224.750000 Penalty: 3492.709473
	Iteration 8F: 3 clusters Score -2388225 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -2389558.500000 Penalty: 3492.709473
	Iteration 9Q: 3 clusters Score -2389558 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -2390778.750000 Penalty: 3492.709473
	Iteration 10Q: 3 clusters Score -2390779 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -2391794.250000 Penalty: 3492.709473
	Iteration 11Q: 3 clusters Score -2391794 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -2392647.250000 Penalty: 3492.709473
	Iteration 12Q: 3 clusters Score -2392647 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -2393259.750000 Penalty: 3492.709473
	Iteration 13Q: 3 clusters Score -2393260 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -2393729.500000 Penalty: 3492.709473
	Iteration 14Q: 3 clusters Score -2393730 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -2394089.250000 Penalty: 3492.709473
	Iteration 15Q: 3 clusters Score -2394089 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -2394445.750000 Penalty: 3492.709473
	Iteration 16Q: 3 clusters Score -2394446 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -2394838.250000 Penalty: 3492.709473
	Iteration 17Q: 3 clusters Score -2394838 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -2395170.500000 Penalty: 3492.709473
	Iteration 18Q: 3 clusters Score -2395170 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -2395516.250000 Penalty: 3492.709473
	Iteration 19Q: 3 clusters Score -2395516 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -2395805.500000 Penalty: 3492.709473
	Iteration 20F: 3 clusters Score -2395806 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -2396091.250000 Penalty: 3492.709473
	Iteration 21Q: 3 clusters Score -2396091 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -2396311.500000 Penalty: 3492.709473
	Iteration 22Q: 3 clusters Score -2396312 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -2396499.250000 Penalty: 3492.709473
	Iteration 23Q: 3 clusters Score -2396499 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -2396687.500000 Penalty: 3492.709473
	Iteration 24Q: 3 clusters Score -2396688 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -2396848.750000 Penalty: 3492.709473
	Iteration 25Q: 3 clusters Score -2396849 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -2396994.750000 Penalty: 3492.709473
	Iteration 26Q: 3 clusters Score -2396995 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -2397105.500000 Penalty: 3492.709473
	Iteration 27Q: 3 clusters Score -2397106 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -2397173.250000 Penalty: 3492.709473
	Iteration 28Q: 3 clusters Score -2397173 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -2397239.500000 Penalty: 3492.709473
	Iteration 29Q: 3 clusters Score -2397240 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -2397313.000000 Penalty: 3492.709473
	Iteration 30Q: 3 clusters Score -2397313 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -2397346.500000 Penalty: 3492.709473
	Iteration 31Q: 3 clusters Score -2397346 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -2397385.250000 Penalty: 3492.709473
	Iteration 32Q: 3 clusters Score -2397385 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -2397436.500000 Penalty: 3492.709473
	Iteration 33Q: 3 clusters Score -2397436 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -2397466.000000 Penalty: 3492.709473
	Iteration 34Q: 3 clusters Score -2397466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -2397494.500000 Penalty: 3492.709473
	Iteration 35Q: 3 clusters Score -2397494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -2397513.750000 Penalty: 3492.709473
	Iteration 36Q: 3 clusters Score -2397514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -2397537.000000 Penalty: 3492.709473
	Iteration 37Q: 3 clusters Score -2397537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -2397551.250000 Penalty: 3492.709473
	Iteration 38Q: 3 clusters Score -2397551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -2397562.500000 Penalty: 3492.709473
	Iteration 39Q: 3 clusters Score -2397562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -2397572.250000 Penalty: 3492.709473
	Iteration 40F: 3 clusters Score -2397572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -2397579.750000 Penalty: 3492.709473
	Iteration 41Q: 3 clusters Score -2397580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -2397587.000000 Penalty: 3492.709473
	Iteration 42Q: 3 clusters Score -2397587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -2397588.500000 Penalty: 3492.709473
	Iteration 43Q: 3 clusters Score -2397588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -2397594.250000 Penalty: 3492.709473
	Iteration 44Q: 3 clusters Score -2397594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -2397592.750000 Penalty: 3492.709473
	Iteration 45Q: 3 clusters Score -2397593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -2397595.250000 Penalty: 3492.709473
	Iteration 46Q: 3 clusters Score -2397595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -2397598.250000 Penalty: 3492.709473
	Iteration 47Q: 3 clusters Score -2397598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -2397598.250000 Penalty: 3492.709473
	Iteration 48Q: 3 clusters Score -2397598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -2397601.250000 Penalty: 3492.709473
	Iteration 49Q: 3 clusters Score -2397601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -2397600.250000 Penalty: 3492.709473
	Iteration 50Q: 3 clusters Score -2397600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -2397600.250000 Penalty: 3492.709473
	Iteration 51Q: 3 clusters Score -2397600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -2397601.750000 Penalty: 3492.709473
	Iteration 52Q: 3 clusters Score -2397602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -2397603.750000 Penalty: 3492.709473
	Iteration 53Q: 3 clusters Score -2397604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -2397603.750000 Penalty: 3492.709473
	Iteration 54F: 3 clusters Score -2397604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Entering Unmasked Estep 
Score: -1012721.437500 Penalty: 1587.487793
	Iteration 0F: 2 clusters Score -1012721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1000751.625000 Penalty: 3174.975586
	Iteration 0F: 3 clusters Score -1000752 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1005171.562500 Penalty: 3174.975586
	Iteration 1F: 3 clusters Score -1005172 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1005786.500000 Penalty: 3174.975586
	Iteration 2F: 3 clusters Score -1005786 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1006532.312500 Penalty: 3174.975586
	Iteration 3F: 3 clusters Score -1006532 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1007327.687500 Penalty: 3174.975586
	Iteration 4F: 3 clusters Score -1007328 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1008098.562500 Penalty: 3174.975586
	Iteration 5F: 3 clusters Score -1008099 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1008830.000000 Penalty: 3174.975586
	Iteration 6F: 3 clusters Score -1008830 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1009548.750000 Penalty: 3174.975586
	Iteration 7F: 3 clusters Score -1009549 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1010335.000000 Penalty: 3174.975586
	Iteration 8F: 3 clusters Score -1010335 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1011010.250000 Penalty: 3174.975586
	Iteration 9Q: 3 clusters Score -1011010 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1011424.687500 Penalty: 3174.975586
	Iteration 10Q: 3 clusters Score -1011425 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1011619.000000 Penalty: 3174.975586
	Iteration 11Q: 3 clusters Score -1011619 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1011700.062500 Penalty: 3174.975586
	Iteration 12Q: 3 clusters Score -1011700 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1011743.125000 Penalty: 3174.975586
	Iteration 13Q: 3 clusters Score -1011743 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1011771.500000 Penalty: 3174.975586
	Iteration 14Q: 3 clusters Score -1011772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1011786.312500 Penalty: 3174.975586
	Iteration 15Q: 3 clusters Score -1011786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1011799.625000 Penalty: 3174.975586
	Iteration 16Q: 3 clusters Score -1011800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1011804.937500 Penalty: 3174.975586
	Iteration 17Q: 3 clusters Score -1011805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1011810.500000 Penalty: 3174.975586
	Iteration 18Q: 3 clusters Score -1011810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1011813.937500 Penalty: 3174.975586
	Iteration 19Q: 3 clusters Score -1011814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1011813.937500 Penalty: 3174.975586
	Iteration 20F: 3 clusters Score -1011814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1011819.062500 Penalty: 3174.975586
	Iteration 21Q: 3 clusters Score -1011819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1011818.437500 Penalty: 3174.975586
	Iteration 22Q: 3 clusters Score -1011818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1011823.625000 Penalty: 3174.975586
	Iteration 23Q: 3 clusters Score -1011824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1011827.250000 Penalty: 3174.975586
	Iteration 24Q: 3 clusters Score -1011827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1011834.125000 Penalty: 3174.975586
	Iteration 25Q: 3 clusters Score -1011834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1011834.750000 Penalty: 3174.975586
	Iteration 26Q: 3 clusters Score -1011835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1011835.250000 Penalty: 3174.975586
	Iteration 27Q: 3 clusters Score -1011835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1011839.750000 Penalty: 3174.975586
	Iteration 28Q: 3 clusters Score -1011840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1011840.000000 Penalty: 3174.975586
	Iteration 29Q: 3 clusters Score -1011840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1011840.625000 Penalty: 3174.975586
	Iteration 30Q: 3 clusters Score -1011841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1011841.437500 Penalty: 3174.975586
	Iteration 31Q: 3 clusters Score -1011841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1011843.812500 Penalty: 3174.975586
	Iteration 32Q: 3 clusters Score -1011844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1011846.000000 Penalty: 3174.975586
	Iteration 33Q: 3 clusters Score -1011846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1011848.062500 Penalty: 3174.975586
	Iteration 34Q: 3 clusters Score -1011848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1011850.437500 Penalty: 3174.975586
	Iteration 35Q: 3 clusters Score -1011850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1011853.062500 Penalty: 3174.975586
	Iteration 36Q: 3 clusters Score -1011853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1011849.125000 Penalty: 3174.975586
	Iteration 37Q: 3 clusters Score -1011849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1011852.812500 Penalty: 3174.975586
	Iteration 38Q: 3 clusters Score -1011853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1011856.187500 Penalty: 3174.975586
	Iteration 39Q: 3 clusters Score -1011856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1011855.437500 Penalty: 3174.975586
	Iteration 40F: 3 clusters Score -1011855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1011854.750000 Penalty: 3174.975586
	Iteration 41Q: 3 clusters Score -1011855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1011858.437500 Penalty: 3174.975586
	Iteration 42Q: 3 clusters Score -1011858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1011861.125000 Penalty: 3174.975586
	Iteration 43Q: 3 clusters Score -1011861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1011862.000000 Penalty: 3174.975586
	Iteration 44Q: 3 clusters Score -1011862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1011864.437500 Penalty: 3174.975586
	Iteration 45Q: 3 clusters Score -1011864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1011864.750000 Penalty: 3174.975586
	Iteration 46Q: 3 clusters Score -1011865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1011865.125000 Penalty: 3174.975586
	Iteration 47Q: 3 clusters Score -1011865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1011864.812500 Penalty: 3174.975586
	Iteration 48Q: 3 clusters Score -1011865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1011864.000000 Penalty: 3174.975586
	Iteration 49Q: 3 clusters Score -1011864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1011864.437500 Penalty: 3174.975586
	Iteration 50Q: 3 clusters Score -1011864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1011864.437500 Penalty: 3174.975586
	Iteration 51F: 3 clusters Score -1011864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -173714.593750 Penalty: 1309.220825
	Iteration 0F: 2 clusters Score -173714.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -170919.015625 Penalty: 2618.441650
	Iteration 0F: 3 clusters Score -170919 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -171584.125000 Penalty: 2618.441650
	Iteration 1F: 3 clusters Score -171584.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -171806.656250 Penalty: 2618.441650
	Iteration 2F: 3 clusters Score -171806.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -172064.171875 Penalty: 2618.441650
	Iteration 3F: 3 clusters Score -172064.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -172345.093750 Penalty: 2618.441650
	Iteration 4F: 3 clusters Score -172345.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -172628.500000 Penalty: 2618.441650
	Iteration 5F: 3 clusters Score -172628.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -172888.593750 Penalty: 2618.441650
	Iteration 6F: 3 clusters Score -172888.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173061.984375 Penalty: 2618.441650
	Iteration 7F: 3 clusters Score -173062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -173153.453125 Penalty: 2618.441650
	Iteration 8Q: 3 clusters Score -173153.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -173202.421875 Penalty: 2618.441650
	Iteration 9Q: 3 clusters Score -173202.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -173221.843750 Penalty: 2618.441650
	Iteration 10Q: 3 clusters Score -173221.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -173234.046875 Penalty: 2618.441650
	Iteration 11Q: 3 clusters Score -173234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -173241.968750 Penalty: 2618.441650
	Iteration 12Q: 3 clusters Score -173242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -173248.859375 Penalty: 2618.441650
	Iteration 13Q: 3 clusters Score -173248.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -173252.921875 Penalty: 2618.441650
	Iteration 14Q: 3 clusters Score -173252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -173255.359375 Penalty: 2618.441650
	Iteration 15Q: 3 clusters Score -173255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173256.281250 Penalty: 2618.441650
	Iteration 16Q: 3 clusters Score -173256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -173256.515625 Penalty: 2618.441650
	Iteration 17Q: 3 clusters Score -173256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -173256.515625 Penalty: 2618.441650
	Iteration 18F: 3 clusters Score -173256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Entering Unmasked Estep 
Score: -811460.625000 Penalty: 1564.902466
	Iteration 0F: 2 clusters Score -811460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -801005.250000 Penalty: 3129.804932
	Iteration 0F: 3 clusters Score -801005.2 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -804867.625000 Penalty: 3129.804932
	Iteration 1F: 3 clusters Score -804867.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -805444.187500 Penalty: 3129.804932
	Iteration 2F: 3 clusters Score -805444.2 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -806201.750000 Penalty: 3129.804932
	Iteration 3F: 3 clusters Score -806201.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -807014.062500 Penalty: 3129.804932
	Iteration 4F: 3 clusters Score -807014.1 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -807736.812500 Penalty: 3129.804932
	Iteration 5F: 3 clusters Score -807736.8 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -808205.000000 Penalty: 3129.804932
	Iteration 6F: 3 clusters Score -808205 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -808472.437500 Penalty: 3129.804932
	Iteration 7Q: 3 clusters Score -808472.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -808640.437500 Penalty: 3129.804932
	Iteration 8Q: 3 clusters Score -808640.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -808741.687500 Penalty: 3129.804932
	Iteration 9Q: 3 clusters Score -808741.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -808806.187500 Penalty: 3129.804932
	Iteration 10Q: 3 clusters Score -808806.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -808845.000000 Penalty: 3129.804932
	Iteration 11Q: 3 clusters Score -808845 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -808875.750000 Penalty: 3129.804932
	Iteration 12Q: 3 clusters Score -808875.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -808908.687500 Penalty: 3129.804932
	Iteration 13Q: 3 clusters Score -808908.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -808944.312500 Penalty: 3129.804932
	Iteration 14Q: 3 clusters Score -808944.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -808970.437500 Penalty: 3129.804932
	Iteration 15Q: 3 clusters Score -808970.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -808994.250000 Penalty: 3129.804932
	Iteration 16Q: 3 clusters Score -808994.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -809025.687500 Penalty: 3129.804932
	Iteration 17Q: 3 clusters Score -809025.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -809056.437500 Penalty: 3129.804932
	Iteration 18Q: 3 clusters Score -809056.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -809080.687500 Penalty: 3129.804932
	Iteration 19Q: 3 clusters Score -809080.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -809101.437500 Penalty: 3129.804932
	Iteration 20F: 3 clusters Score -809101.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -809117.687500 Penalty: 3129.804932
	Iteration 21Q: 3 clusters Score -809117.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -809135.937500 Penalty: 3129.804932
	Iteration 22Q: 3 clusters Score -809135.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -809150.625000 Penalty: 3129.804932
	Iteration 23Q: 3 clusters Score -809150.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -809163.687500 Penalty: 3129.804932
	Iteration 24Q: 3 clusters Score -809163.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -809177.375000 Penalty: 3129.804932
	Iteration 25Q: 3 clusters Score -809177.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -809189.875000 Penalty: 3129.804932
	Iteration 26Q: 3 clusters Score -809189.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -809201.437500 Penalty: 3129.804932
	Iteration 27Q: 3 clusters Score -809201.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -809208.250000 Penalty: 3129.804932
	Iteration 28Q: 3 clusters Score -809208.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -809217.187500 Penalty: 3129.804932
	Iteration 29Q: 3 clusters Score -809217.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -809227.250000 Penalty: 3129.804932
	Iteration 30Q: 3 clusters Score -809227.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -809239.312500 Penalty: 3129.804932
	Iteration 31Q: 3 clusters Score -809239.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -809248.312500 Penalty: 3129.804932
	Iteration 32Q: 3 clusters Score -809248.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -809256.187500 Penalty: 3129.804932
	Iteration 33Q: 3 clusters Score -809256.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -809265.125000 Penalty: 3129.804932
	Iteration 34Q: 3 clusters Score -809265.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -809274.437500 Penalty: 3129.804932
	Iteration 35Q: 3 clusters Score -809274.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -809282.500000 Penalty: 3129.804932
	Iteration 36Q: 3 clusters Score -809282.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -809288.500000 Penalty: 3129.804932
	Iteration 37Q: 3 clusters Score -809288.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -809294.312500 Penalty: 3129.804932
	Iteration 38Q: 3 clusters Score -809294.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -809304.187500 Penalty: 3129.804932
	Iteration 39Q: 3 clusters Score -809304.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -809321.750000 Penalty: 3129.804932
	Iteration 40F: 3 clusters Score -809321.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -809348.687500 Penalty: 3129.804932
	Iteration 41Q: 3 clusters Score -809348.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -809376.312500 Penalty: 3129.804932
	Iteration 42Q: 3 clusters Score -809376.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -809398.187500 Penalty: 3129.804932
	Iteration 43Q: 3 clusters Score -809398.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -809428.750000 Penalty: 3129.804932
	Iteration 44Q: 3 clusters Score -809428.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -809466.250000 Penalty: 3129.804932
	Iteration 45Q: 3 clusters Score -809466.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -809501.750000 Penalty: 3129.804932
	Iteration 46Q: 3 clusters Score -809501.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -809542.750000 Penalty: 3129.804932
	Iteration 47Q: 3 clusters Score -809542.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -809588.187500 Penalty: 3129.804932
	Iteration 48Q: 3 clusters Score -809588.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -809642.750000 Penalty: 3129.804932
	Iteration 49Q: 3 clusters Score -809642.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -809675.312500 Penalty: 3129.804932
	Iteration 50Q: 3 clusters Score -809675.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -809732.875000 Penalty: 3129.804932
	Iteration 51Q: 3 clusters Score -809732.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -809781.500000 Penalty: 3129.804932
	Iteration 52Q: 3 clusters Score -809781.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -809826.687500 Penalty: 3129.804932
	Iteration 53Q: 3 clusters Score -809826.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -809863.000000 Penalty: 3129.804932
	Iteration 54Q: 3 clusters Score -809863 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -809896.625000 Penalty: 3129.804932
	Iteration 55Q: 3 clusters Score -809896.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -809921.312500 Penalty: 3129.804932
	Iteration 56Q: 3 clusters Score -809921.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -809950.375000 Penalty: 3129.804932
	Iteration 57Q: 3 clusters Score -809950.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -809972.312500 Penalty: 3129.804932
	Iteration 58Q: 3 clusters Score -809972.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -809998.937500 Penalty: 3129.804932
	Iteration 59Q: 3 clusters Score -809998.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -810018.875000 Penalty: 3129.804932
	Iteration 60F: 3 clusters Score -810018.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -810038.500000 Penalty: 3129.804932
	Iteration 61Q: 3 clusters Score -810038.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -810050.312500 Penalty: 3129.804932
	Iteration 62Q: 3 clusters Score -810050.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -810064.125000 Penalty: 3129.804932
	Iteration 63Q: 3 clusters Score -810064.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -810070.812500 Penalty: 3129.804932
	Iteration 64Q: 3 clusters Score -810070.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -810076.375000 Penalty: 3129.804932
	Iteration 65Q: 3 clusters Score -810076.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -810082.625000 Penalty: 3129.804932
	Iteration 66Q: 3 clusters Score -810082.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -810089.562500 Penalty: 3129.804932
	Iteration 67Q: 3 clusters Score -810089.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -810096.625000 Penalty: 3129.804932
	Iteration 68Q: 3 clusters Score -810096.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -810105.625000 Penalty: 3129.804932
	Iteration 69Q: 3 clusters Score -810105.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -810120.125000 Penalty: 3129.804932
	Iteration 70Q: 3 clusters Score -810120.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -810132.937500 Penalty: 3129.804932
	Iteration 71Q: 3 clusters Score -810132.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -810145.187500 Penalty: 3129.804932
	Iteration 72Q: 3 clusters Score -810145.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -810154.562500 Penalty: 3129.804932
	Iteration 73Q: 3 clusters Score -810154.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -810165.687500 Penalty: 3129.804932
	Iteration 74Q: 3 clusters Score -810165.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -810172.625000 Penalty: 3129.804932
	Iteration 75Q: 3 clusters Score -810172.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -810176.062500 Penalty: 3129.804932
	Iteration 76Q: 3 clusters Score -810176.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -810181.437500 Penalty: 3129.804932
	Iteration 77Q: 3 clusters Score -810181.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -810186.250000 Penalty: 3129.804932
	Iteration 78Q: 3 clusters Score -810186.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -810190.437500 Penalty: 3129.804932
	Iteration 79Q: 3 clusters Score -810190.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -810192.187500 Penalty: 3129.804932
	Iteration 80F: 3 clusters Score -810192.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -810194.812500 Penalty: 3129.804932
	Iteration 81Q: 3 clusters Score -810194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -810198.437500 Penalty: 3129.804932
	Iteration 82Q: 3 clusters Score -810198.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -810201.375000 Penalty: 3129.804932
	Iteration 83Q: 3 clusters Score -810201.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -810201.437500 Penalty: 3129.804932
	Iteration 84Q: 3 clusters Score -810201.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -810205.812500 Penalty: 3129.804932
	Iteration 85Q: 3 clusters Score -810205.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -810205.812500 Penalty: 3129.804932
	Iteration 86Q: 3 clusters Score -810205.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -810210.000000 Penalty: 3129.804932
	Iteration 87Q: 3 clusters Score -810210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -810213.625000 Penalty: 3129.804932
	Iteration 88Q: 3 clusters Score -810213.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -810217.062500 Penalty: 3129.804932
	Iteration 89Q: 3 clusters Score -810217.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -810220.500000 Penalty: 3129.804932
	Iteration 90Q: 3 clusters Score -810220.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -810221.187500 Penalty: 3129.804932
	Iteration 91Q: 3 clusters Score -810221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -810220.750000 Penalty: 3129.804932
	Iteration 92Q: 3 clusters Score -810220.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -810220.875000 Penalty: 3129.804932
	Iteration 93Q: 3 clusters Score -810220.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -810224.437500 Penalty: 3129.804932
	Iteration 94Q: 3 clusters Score -810224.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -810227.562500 Penalty: 3129.804932
	Iteration 95Q: 3 clusters Score -810227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -810227.125000 Penalty: 3129.804932
	Iteration 96Q: 3 clusters Score -810227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -810228.250000 Penalty: 3129.804932
	Iteration 97Q: 3 clusters Score -810228.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -810229.000000 Penalty: 3129.804932
	Iteration 98Q: 3 clusters Score -810229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -810230.125000 Penalty: 3129.804932
	Iteration 99Q: 3 clusters Score -810230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -810230.125000 Penalty: 3129.804932
	Iteration 100F: 3 clusters Score -810230.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Entering Unmasked Estep 
Score: -2386619.500000 Penalty: 1726.432617
	Iteration 0F: 2 clusters Score -2386620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2359005.000000 Penalty: 3452.865234
	Iteration 0F: 3 clusters Score -2359005 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2369937.250000 Penalty: 3452.865234
	Iteration 1F: 3 clusters Score -2369937 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2370649.000000 Penalty: 3452.865234
	Iteration 2Q: 3 clusters Score -2370649 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -2371769.500000 Penalty: 3452.865234
	Iteration 3F: 3 clusters Score -2371770 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -2373647.500000 Penalty: 3452.865234
	Iteration 4F: 3 clusters Score -2373648 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -2376389.000000 Penalty: 3452.865234
	Iteration 5F: 3 clusters Score -2376389 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -2379366.250000 Penalty: 3452.865234
	Iteration 6F: 3 clusters Score -2379366 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -2381772.250000 Penalty: 3452.865234
	Iteration 7F: 3 clusters Score -2381772 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -2383279.500000 Penalty: 3452.865234
	Iteration 8Q: 3 clusters Score -2383280 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -2384196.000000 Penalty: 3452.865234
	Iteration 9Q: 3 clusters Score -2384196 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -2384688.250000 Penalty: 3452.865234
	Iteration 10Q: 3 clusters Score -2384688 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -2384915.500000 Penalty: 3452.865234
	Iteration 11Q: 3 clusters Score -2384916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -2385060.000000 Penalty: 3452.865234
	Iteration 12Q: 3 clusters Score -2385060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -2385172.000000 Penalty: 3452.865234
	Iteration 13Q: 3 clusters Score -2385172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -2385248.000000 Penalty: 3452.865234
	Iteration 14Q: 3 clusters Score -2385248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -2385288.500000 Penalty: 3452.865234
	Iteration 15Q: 3 clusters Score -2385288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -2385323.750000 Penalty: 3452.865234
	Iteration 16Q: 3 clusters Score -2385324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -2385342.500000 Penalty: 3452.865234
	Iteration 17Q: 3 clusters Score -2385342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -2385362.250000 Penalty: 3452.865234
	Iteration 18Q: 3 clusters Score -2385362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -2385377.250000 Penalty: 3452.865234
	Iteration 19Q: 3 clusters Score -2385377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -2385403.000000 Penalty: 3452.865234
	Iteration 20F: 3 clusters Score -2385403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -2385430.750000 Penalty: 3452.865234
	Iteration 21Q: 3 clusters Score -2385431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -2385449.750000 Penalty: 3452.865234
	Iteration 22Q: 3 clusters Score -2385450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -2385460.250000 Penalty: 3452.865234
	Iteration 23Q: 3 clusters Score -2385460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -2385468.500000 Penalty: 3452.865234
	Iteration 24Q: 3 clusters Score -2385468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -2385471.750000 Penalty: 3452.865234
	Iteration 25Q: 3 clusters Score -2385472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -2385481.750000 Penalty: 3452.865234
	Iteration 26Q: 3 clusters Score -2385482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -2385492.750000 Penalty: 3452.865234
	Iteration 27Q: 3 clusters Score -2385493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -2385499.250000 Penalty: 3452.865234
	Iteration 28Q: 3 clusters Score -2385499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -2385501.000000 Penalty: 3452.865234
	Iteration 29Q: 3 clusters Score -2385501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -2385506.750000 Penalty: 3452.865234
	Iteration 30Q: 3 clusters Score -2385507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -2385507.250000 Penalty: 3452.865234
	Iteration 31Q: 3 clusters Score -2385507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -2385509.000000 Penalty: 3452.865234
	Iteration 32Q: 3 clusters Score -2385509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -2385511.500000 Penalty: 3452.865234
	Iteration 33Q: 3 clusters Score -2385512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -2385515.250000 Penalty: 3452.865234
	Iteration 34Q: 3 clusters Score -2385515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -2385513.000000 Penalty: 3452.865234
	Iteration 35Q: 3 clusters Score -2385513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -2385514.750000 Penalty: 3452.865234
	Iteration 36Q: 3 clusters Score -2385515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -2385516.500000 Penalty: 3452.865234
	Iteration 37Q: 3 clusters Score -2385516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -2385516.500000 Penalty: 3452.865234
	Iteration 38F: 3 clusters Score -2385516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Entering Unmasked Estep 
Score: -909400.687500 Penalty: 1575.305054
	Iteration 0F: 2 clusters Score -909400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -898269.125000 Penalty: 3150.610107
	Iteration 0F: 3 clusters Score -898269.1 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -902333.000000 Penalty: 3150.610107
	Iteration 1F: 3 clusters Score -902333 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -902884.625000 Penalty: 3150.610107
	Iteration 2F: 3 clusters Score -902884.6 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -903474.625000 Penalty: 3150.610107
	Iteration 3F: 3 clusters Score -903474.6 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -904164.125000 Penalty: 3150.610107
	Iteration 4F: 3 clusters Score -904164.1 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -904872.187500 Penalty: 3150.610107
	Iteration 5F: 3 clusters Score -904872.2 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -905532.625000 Penalty: 3150.610107
	Iteration 6F: 3 clusters Score -905532.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -906072.687500 Penalty: 3150.610107
	Iteration 7Q: 3 clusters Score -906072.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -906519.500000 Penalty: 3150.610107
	Iteration 8Q: 3 clusters Score -906519.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -906905.375000 Penalty: 3150.610107
	Iteration 9Q: 3 clusters Score -906905.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -907230.937500 Penalty: 3150.610107
	Iteration 10Q: 3 clusters Score -907230.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -907522.250000 Penalty: 3150.610107
	Iteration 11Q: 3 clusters Score -907522.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -907763.125000 Penalty: 3150.610107
	Iteration 12Q: 3 clusters Score -907763.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -907911.062500 Penalty: 3150.610107
	Iteration 13Q: 3 clusters Score -907911.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -908024.687500 Penalty: 3150.610107
	Iteration 14Q: 3 clusters Score -908024.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -908115.250000 Penalty: 3150.610107
	Iteration 15Q: 3 clusters Score -908115.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -908178.500000 Penalty: 3150.610107
	Iteration 16Q: 3 clusters Score -908178.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -908217.937500 Penalty: 3150.610107
	Iteration 17Q: 3 clusters Score -908217.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -908248.000000 Penalty: 3150.610107
	Iteration 18Q: 3 clusters Score -908248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -908269.250000 Penalty: 3150.610107
	Iteration 19Q: 3 clusters Score -908269.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -908284.375000 Penalty: 3150.610107
	Iteration 20F: 3 clusters Score -908284.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -908298.125000 Penalty: 3150.610107
	Iteration 21Q: 3 clusters Score -908298.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -908311.875000 Penalty: 3150.610107
	Iteration 22Q: 3 clusters Score -908311.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -908317.687500 Penalty: 3150.610107
	Iteration 23Q: 3 clusters Score -908317.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -908320.312500 Penalty: 3150.610107
	Iteration 24Q: 3 clusters Score -908320.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -908322.562500 Penalty: 3150.610107
	Iteration 25Q: 3 clusters Score -908322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -908324.562500 Penalty: 3150.610107
	Iteration 26Q: 3 clusters Score -908324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -908325.750000 Penalty: 3150.610107
	Iteration 27Q: 3 clusters Score -908325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -908327.125000 Penalty: 3150.610107
	Iteration 28Q: 3 clusters Score -908327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -908328.812500 Penalty: 3150.610107
	Iteration 29Q: 3 clusters Score -908328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -908328.812500 Penalty: 3150.610107
	Iteration 30F: 3 clusters Score -908328.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135395 members 
Entering Unmasked Estep 
Score: -7951681.000000 Penalty: 1920.092041
	Iteration 0F: 2 clusters Score -7951681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -7860900.500000 Penalty: 3840.184082
	Iteration 0F: 3 clusters Score -7860900 nChanged 65195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -7898999.000000 Penalty: 3840.184082
	Iteration 1F: 3 clusters Score -7898999 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -7900321.000000 Penalty: 3840.184082
	Iteration 2Q: 3 clusters Score -7900321 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -7902791.500000 Penalty: 3840.184082
	Iteration 3Q: 3 clusters Score -7902792 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -7907706.500000 Penalty: 3840.184082
	Iteration 4F: 3 clusters Score -7907706 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -7916466.500000 Penalty: 3840.184082
	Iteration 5F: 3 clusters Score -7916466 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -7929075.000000 Penalty: 3840.184082
	Iteration 6F: 3 clusters Score -7929075 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125327 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -7940788.000000 Penalty: 3840.184082
	Iteration 7F: 3 clusters Score -7940788 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131576 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7946851.000000 Penalty: 3840.184082
	Iteration 8Q: 3 clusters Score -7946851 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133820 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7948944.500000 Penalty: 3840.184082
	Iteration 9Q: 3 clusters Score -7948944 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134452 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7949666.500000 Penalty: 3840.184082
	Iteration 10Q: 3 clusters Score -7949666 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134617 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7949962.500000 Penalty: 3840.184082
	Iteration 11Q: 3 clusters Score -7949962 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134634 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7950103.500000 Penalty: 3840.184082
	Iteration 12Q: 3 clusters Score -7950104 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134630 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7950170.500000 Penalty: 3840.184082
	Iteration 13Q: 3 clusters Score -7950170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134634 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7950206.500000 Penalty: 3840.184082
	Iteration 14Q: 3 clusters Score -7950206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134622 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7950232.500000 Penalty: 3840.184082
	Iteration 15Q: 3 clusters Score -7950232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7950266.500000 Penalty: 3840.184082
	Iteration 16Q: 3 clusters Score -7950266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134610 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7950300.500000 Penalty: 3840.184082
	Iteration 17Q: 3 clusters Score -7950300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134590 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7950319.500000 Penalty: 3840.184082
	Iteration 18Q: 3 clusters Score -7950320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134580 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7950332.000000 Penalty: 3840.184082
	Iteration 19Q: 3 clusters Score -7950332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134576 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7950335.500000 Penalty: 3840.184082
	Iteration 20F: 3 clusters Score -7950336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134576 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7950351.000000 Penalty: 3840.184082
	Iteration 21Q: 3 clusters Score -7950351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134574 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7950354.500000 Penalty: 3840.184082
	Iteration 22Q: 3 clusters Score -7950354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134567 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7950358.500000 Penalty: 3840.184082
	Iteration 23Q: 3 clusters Score -7950358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134563 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7950362.000000 Penalty: 3840.184082
	Iteration 24Q: 3 clusters Score -7950362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134563 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7950366.000000 Penalty: 3840.184082
	Iteration 25Q: 3 clusters Score -7950366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134563 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7950372.000000 Penalty: 3840.184082
	Iteration 26Q: 3 clusters Score -7950372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134564 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7950370.500000 Penalty: 3840.184082
	Iteration 27Q: 3 clusters Score -7950370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134565 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7950364.000000 Penalty: 3840.184082
	Iteration 28Q: 3 clusters Score -7950364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134564 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7950367.000000 Penalty: 3840.184082
	Iteration 29Q: 3 clusters Score -7950367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134562 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7950370.000000 Penalty: 3840.184082
	Iteration 30Q: 3 clusters Score -7950370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134561 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7950375.000000 Penalty: 3840.184082
	Iteration 31Q: 3 clusters Score -7950375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134561 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7950375.000000 Penalty: 3840.184082
	Iteration 32F: 3 clusters Score -7950375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -125676.789062 Penalty: 1304.464844
	Iteration 0F: 2 clusters Score -125676.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -122949.867188 Penalty: 2608.929688
	Iteration 0F: 3 clusters Score -122949.9 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -123962.492188 Penalty: 2608.929688
	Iteration 1F: 3 clusters Score -123962.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -124340.156250 Penalty: 2608.929688
	Iteration 2F: 3 clusters Score -124340.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -124631.828125 Penalty: 2608.929688
	Iteration 3F: 3 clusters Score -124631.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -124850.109375 Penalty: 2608.929688
	Iteration 4F: 3 clusters Score -124850.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -125025.625000 Penalty: 2608.929688
	Iteration 5F: 3 clusters Score -125025.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -125175.117188 Penalty: 2608.929688
	Iteration 6Q: 3 clusters Score -125175.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -125270.234375 Penalty: 2608.929688
	Iteration 7Q: 3 clusters Score -125270.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -125350.593750 Penalty: 2608.929688
	Iteration 8Q: 3 clusters Score -125350.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -125433.460938 Penalty: 2608.929688
	Iteration 9Q: 3 clusters Score -125433.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -125470.953125 Penalty: 2608.929688
	Iteration 10Q: 3 clusters Score -125471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -125485.226562 Penalty: 2608.929688
	Iteration 11Q: 3 clusters Score -125485.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -125495.945312 Penalty: 2608.929688
	Iteration 12Q: 3 clusters Score -125495.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -125510.921875 Penalty: 2608.929688
	Iteration 13Q: 3 clusters Score -125510.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -125531.523438 Penalty: 2608.929688
	Iteration 14Q: 3 clusters Score -125531.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -125545.476562 Penalty: 2608.929688
	Iteration 15Q: 3 clusters Score -125545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -125554.515625 Penalty: 2608.929688
	Iteration 16Q: 3 clusters Score -125554.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -125559.945312 Penalty: 2608.929688
	Iteration 17Q: 3 clusters Score -125559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -125562.273438 Penalty: 2608.929688
	Iteration 18Q: 3 clusters Score -125562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -125564.546875 Penalty: 2608.929688
	Iteration 19Q: 3 clusters Score -125564.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -125566.023438 Penalty: 2608.929688
	Iteration 20F: 3 clusters Score -125566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -125567.101562 Penalty: 2608.929688
	Iteration 21Q: 3 clusters Score -125567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -125567.335938 Penalty: 2608.929688
	Iteration 22Q: 3 clusters Score -125567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -125567.578125 Penalty: 2608.929688
	Iteration 23Q: 3 clusters Score -125567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -125567.781250 Penalty: 2608.929688
	Iteration 24Q: 3 clusters Score -125567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -125567.867188 Penalty: 2608.929688
	Iteration 25Q: 3 clusters Score -125567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -125568.117188 Penalty: 2608.929688
	Iteration 26Q: 3 clusters Score -125568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -125568.117188 Penalty: 2608.929688
	Iteration 27F: 3 clusters Score -125568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -186003.484375 Penalty: 1299.018066
	Iteration 0F: 2 clusters Score -186003.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -183293.984375 Penalty: 2598.036133
	Iteration 0F: 3 clusters Score -183294 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -183941.421875 Penalty: 2598.036133
	Iteration 1F: 3 clusters Score -183941.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -184071.531250 Penalty: 2598.036133
	Iteration 2F: 3 clusters Score -184071.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -184143.921875 Penalty: 2598.036133
	Iteration 3Q: 3 clusters Score -184143.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -184186.562500 Penalty: 2598.036133
	Iteration 4Q: 3 clusters Score -184186.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -184223.375000 Penalty: 2598.036133
	Iteration 5Q: 3 clusters Score -184223.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -184254.203125 Penalty: 2598.036133
	Iteration 6Q: 3 clusters Score -184254.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -184284.109375 Penalty: 2598.036133
	Iteration 7Q: 3 clusters Score -184284.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -184323.687500 Penalty: 2598.036133
	Iteration 8Q: 3 clusters Score -184323.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -184365.593750 Penalty: 2598.036133
	Iteration 9Q: 3 clusters Score -184365.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -184407.531250 Penalty: 2598.036133
	Iteration 10Q: 3 clusters Score -184407.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -184437.421875 Penalty: 2598.036133
	Iteration 11Q: 3 clusters Score -184437.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -184475.078125 Penalty: 2598.036133
	Iteration 12Q: 3 clusters Score -184475.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -184520.921875 Penalty: 2598.036133
	Iteration 13Q: 3 clusters Score -184520.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -184567.203125 Penalty: 2598.036133
	Iteration 14Q: 3 clusters Score -184567.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -184615.703125 Penalty: 2598.036133
	Iteration 15Q: 3 clusters Score -184615.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184652.656250 Penalty: 2598.036133
	Iteration 16Q: 3 clusters Score -184652.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -184690.765625 Penalty: 2598.036133
	Iteration 17Q: 3 clusters Score -184690.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -184719.187500 Penalty: 2598.036133
	Iteration 18Q: 3 clusters Score -184719.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -184747.828125 Penalty: 2598.036133
	Iteration 19Q: 3 clusters Score -184747.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -184767.500000 Penalty: 2598.036133
	Iteration 20F: 3 clusters Score -184767.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -184778.718750 Penalty: 2598.036133
	Iteration 21Q: 3 clusters Score -184778.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -184789.218750 Penalty: 2598.036133
	Iteration 22Q: 3 clusters Score -184789.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -184798.515625 Penalty: 2598.036133
	Iteration 23Q: 3 clusters Score -184798.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -184811.515625 Penalty: 2598.036133
	Iteration 24Q: 3 clusters Score -184811.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -184824.171875 Penalty: 2598.036133
	Iteration 25Q: 3 clusters Score -184824.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -184836.390625 Penalty: 2598.036133
	Iteration 26Q: 3 clusters Score -184836.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -184844.000000 Penalty: 2598.036133
	Iteration 27Q: 3 clusters Score -184844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -184851.687500 Penalty: 2598.036133
	Iteration 28Q: 3 clusters Score -184851.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -184856.843750 Penalty: 2598.036133
	Iteration 29Q: 3 clusters Score -184856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -184865.937500 Penalty: 2598.036133
	Iteration 30Q: 3 clusters Score -184865.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -184873.281250 Penalty: 2598.036133
	Iteration 31Q: 3 clusters Score -184873.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -184874.609375 Penalty: 2598.036133
	Iteration 32Q: 3 clusters Score -184874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -184875.171875 Penalty: 2598.036133
	Iteration 33Q: 3 clusters Score -184875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -184876.859375 Penalty: 2598.036133
	Iteration 34Q: 3 clusters Score -184876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -184879.468750 Penalty: 2598.036133
	Iteration 35Q: 3 clusters Score -184879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -184882.765625 Penalty: 2598.036133
	Iteration 36Q: 3 clusters Score -184882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -184884.453125 Penalty: 2598.036133
	Iteration 37Q: 3 clusters Score -184884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -184884.906250 Penalty: 2598.036133
	Iteration 38Q: 3 clusters Score -184884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -184886.656250 Penalty: 2598.036133
	Iteration 39Q: 3 clusters Score -184886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -184889.421875 Penalty: 2598.036133
	Iteration 40F: 3 clusters Score -184889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -184891.578125 Penalty: 2598.036133
	Iteration 41Q: 3 clusters Score -184891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -184895.421875 Penalty: 2598.036133
	Iteration 42Q: 3 clusters Score -184895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -184896.281250 Penalty: 2598.036133
	Iteration 43Q: 3 clusters Score -184896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -184896.328125 Penalty: 2598.036133
	Iteration 44Q: 3 clusters Score -184896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -184896.328125 Penalty: 2598.036133
	Iteration 45F: 3 clusters Score -184896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Entering Unmasked Estep 
Score: -295454.187500 Penalty: 1387.516479
	Iteration 0F: 2 clusters Score -295454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -291424.281250 Penalty: 2775.032959
	Iteration 0F: 3 clusters Score -291424.3 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -292545.343750 Penalty: 2775.032959
	Iteration 1F: 3 clusters Score -292545.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -292764.156250 Penalty: 2775.032959
	Iteration 2F: 3 clusters Score -292764.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -292967.937500 Penalty: 2775.032959
	Iteration 3F: 3 clusters Score -292967.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -293192.281250 Penalty: 2775.032959
	Iteration 4F: 3 clusters Score -293192.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -293457.375000 Penalty: 2775.032959
	Iteration 5F: 3 clusters Score -293457.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -293693.250000 Penalty: 2775.032959
	Iteration 6F: 3 clusters Score -293693.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -293916.718750 Penalty: 2775.032959
	Iteration 7F: 3 clusters Score -293916.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -294154.437500 Penalty: 2775.032959
	Iteration 8F: 3 clusters Score -294154.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -294370.750000 Penalty: 2775.032959
	Iteration 9Q: 3 clusters Score -294370.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -294520.437500 Penalty: 2775.032959
	Iteration 10Q: 3 clusters Score -294520.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -294598.531250 Penalty: 2775.032959
	Iteration 11Q: 3 clusters Score -294598.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -294649.156250 Penalty: 2775.032959
	Iteration 12Q: 3 clusters Score -294649.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -294674.062500 Penalty: 2775.032959
	Iteration 13Q: 3 clusters Score -294674.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -294683.843750 Penalty: 2775.032959
	Iteration 14Q: 3 clusters Score -294683.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -294692.437500 Penalty: 2775.032959
	Iteration 15Q: 3 clusters Score -294692.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -294696.375000 Penalty: 2775.032959
	Iteration 16Q: 3 clusters Score -294696.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -294699.500000 Penalty: 2775.032959
	Iteration 17Q: 3 clusters Score -294699.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -294702.750000 Penalty: 2775.032959
	Iteration 18Q: 3 clusters Score -294702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -294705.812500 Penalty: 2775.032959
	Iteration 19Q: 3 clusters Score -294705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -294706.937500 Penalty: 2775.032959
	Iteration 20F: 3 clusters Score -294706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -294709.406250 Penalty: 2775.032959
	Iteration 21Q: 3 clusters Score -294709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -294710.156250 Penalty: 2775.032959
	Iteration 22Q: 3 clusters Score -294710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -294710.687500 Penalty: 2775.032959
	Iteration 23Q: 3 clusters Score -294710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -294710.687500 Penalty: 2775.032959
	Iteration 24F: 3 clusters Score -294710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Entering Unmasked Estep 
Score: -2670796.000000 Penalty: 1740.020386
	Iteration 0F: 2 clusters Score -2670796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2640968.250000 Penalty: 3480.040771
	Iteration 0F: 3 clusters Score -2640968 nChanged 20790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2652469.250000 Penalty: 3480.040771
	Iteration 1F: 3 clusters Score -2652469 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2652864.000000 Penalty: 3480.040771
	Iteration 2Q: 3 clusters Score -2652864 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2653217.000000 Penalty: 3480.040771
	Iteration 3Q: 3 clusters Score -2653217 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2653538.250000 Penalty: 3480.040771
	Iteration 4Q: 3 clusters Score -2653538 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -2653897.000000 Penalty: 3480.040771
	Iteration 5Q: 3 clusters Score -2653897 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2654277.500000 Penalty: 3480.040771
	Iteration 6Q: 3 clusters Score -2654278 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2654762.500000 Penalty: 3480.040771
	Iteration 7Q: 3 clusters Score -2654762 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2655386.500000 Penalty: 3480.040771
	Iteration 8Q: 3 clusters Score -2655386 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -2656241.000000 Penalty: 3480.040771
	Iteration 9Q: 3 clusters Score -2656241 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -2657501.750000 Penalty: 3480.040771
	Iteration 10Q: 3 clusters Score -2657502 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -2658960.250000 Penalty: 3480.040771
	Iteration 11F: 3 clusters Score -2658960 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -2660394.750000 Penalty: 3480.040771
	Iteration 12F: 3 clusters Score -2660395 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -2661686.750000 Penalty: 3480.040771
	Iteration 13Q: 3 clusters Score -2661687 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -2662687.000000 Penalty: 3480.040771
	Iteration 14Q: 3 clusters Score -2662687 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -2663377.250000 Penalty: 3480.040771
	Iteration 15Q: 3 clusters Score -2663377 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -2663845.250000 Penalty: 3480.040771
	Iteration 16Q: 3 clusters Score -2663845 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -2664209.500000 Penalty: 3480.040771
	Iteration 17Q: 3 clusters Score -2664210 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -2664537.250000 Penalty: 3480.040771
	Iteration 18Q: 3 clusters Score -2664537 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -2664857.250000 Penalty: 3480.040771
	Iteration 19Q: 3 clusters Score -2664857 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -2665209.750000 Penalty: 3480.040771
	Iteration 20F: 3 clusters Score -2665210 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -2665567.500000 Penalty: 3480.040771
	Iteration 21Q: 3 clusters Score -2665568 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -2665907.750000 Penalty: 3480.040771
	Iteration 22Q: 3 clusters Score -2665908 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -2666282.250000 Penalty: 3480.040771
	Iteration 23Q: 3 clusters Score -2666282 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -2666626.250000 Penalty: 3480.040771
	Iteration 24Q: 3 clusters Score -2666626 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -2666989.000000 Penalty: 3480.040771
	Iteration 25Q: 3 clusters Score -2666989 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -2667335.250000 Penalty: 3480.040771
	Iteration 26Q: 3 clusters Score -2667335 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -2667662.000000 Penalty: 3480.040771
	Iteration 27Q: 3 clusters Score -2667662 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -2667990.000000 Penalty: 3480.040771
	Iteration 28Q: 3 clusters Score -2667990 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -2668237.000000 Penalty: 3480.040771
	Iteration 29Q: 3 clusters Score -2668237 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -2668447.750000 Penalty: 3480.040771
	Iteration 30Q: 3 clusters Score -2668448 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -2668636.000000 Penalty: 3480.040771
	Iteration 31Q: 3 clusters Score -2668636 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -2668762.250000 Penalty: 3480.040771
	Iteration 32Q: 3 clusters Score -2668762 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -2668863.500000 Penalty: 3480.040771
	Iteration 33Q: 3 clusters Score -2668864 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -2668955.500000 Penalty: 3480.040771
	Iteration 34Q: 3 clusters Score -2668956 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -2669014.750000 Penalty: 3480.040771
	Iteration 35Q: 3 clusters Score -2669015 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -2669086.250000 Penalty: 3480.040771
	Iteration 36Q: 3 clusters Score -2669086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -2669117.750000 Penalty: 3480.040771
	Iteration 37Q: 3 clusters Score -2669118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -2669159.000000 Penalty: 3480.040771
	Iteration 38Q: 3 clusters Score -2669159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -2669183.000000 Penalty: 3480.040771
	Iteration 39Q: 3 clusters Score -2669183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -2669207.500000 Penalty: 3480.040771
	Iteration 40F: 3 clusters Score -2669208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -2669219.250000 Penalty: 3480.040771
	Iteration 41Q: 3 clusters Score -2669219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -2669234.250000 Penalty: 3480.040771
	Iteration 42Q: 3 clusters Score -2669234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -2669247.000000 Penalty: 3480.040771
	Iteration 43Q: 3 clusters Score -2669247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -2669259.750000 Penalty: 3480.040771
	Iteration 44Q: 3 clusters Score -2669260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -2669267.500000 Penalty: 3480.040771
	Iteration 45Q: 3 clusters Score -2669268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -2669279.000000 Penalty: 3480.040771
	Iteration 46Q: 3 clusters Score -2669279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -2669283.000000 Penalty: 3480.040771
	Iteration 47Q: 3 clusters Score -2669283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -2669284.500000 Penalty: 3480.040771
	Iteration 48Q: 3 clusters Score -2669284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -2669287.000000 Penalty: 3480.040771
	Iteration 49Q: 3 clusters Score -2669287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -2669291.000000 Penalty: 3480.040771
	Iteration 50Q: 3 clusters Score -2669291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -2669291.750000 Penalty: 3480.040771
	Iteration 51Q: 3 clusters Score -2669292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -2669297.250000 Penalty: 3480.040771
	Iteration 52Q: 3 clusters Score -2669297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -2669297.000000 Penalty: 3480.040771
	Iteration 53Q: 3 clusters Score -2669297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -2669301.000000 Penalty: 3480.040771
	Iteration 54Q: 3 clusters Score -2669301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -2669306.500000 Penalty: 3480.040771
	Iteration 55Q: 3 clusters Score -2669306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -2669307.250000 Penalty: 3480.040771
	Iteration 56Q: 3 clusters Score -2669307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -2669314.000000 Penalty: 3480.040771
	Iteration 57Q: 3 clusters Score -2669314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -2669317.000000 Penalty: 3480.040771
	Iteration 58Q: 3 clusters Score -2669317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -2669320.000000 Penalty: 3480.040771
	Iteration 59Q: 3 clusters Score -2669320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -2669320.000000 Penalty: 3480.040771
	Iteration 60F: 3 clusters Score -2669320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -94424.171875 Penalty: 1222.741211
	Iteration 0F: 2 clusters Score -94424.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -92430.695312 Penalty: 2445.482422
	Iteration 0F: 3 clusters Score -92430.7 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -92865.875000 Penalty: 2445.482422
	Iteration 1F: 3 clusters Score -92865.88 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -92998.148438 Penalty: 2445.482422
	Iteration 2F: 3 clusters Score -92998.15 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -93103.562500 Penalty: 2445.482422
	Iteration 3F: 3 clusters Score -93103.56 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -93185.554688 Penalty: 2445.482422
	Iteration 4Q: 3 clusters Score -93185.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -93280.765625 Penalty: 2445.482422
	Iteration 5Q: 3 clusters Score -93280.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -93355.367188 Penalty: 2445.482422
	Iteration 6Q: 3 clusters Score -93355.37 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -93428.101562 Penalty: 2445.482422
	Iteration 7Q: 3 clusters Score -93428.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -93494.187500 Penalty: 2445.482422
	Iteration 8Q: 3 clusters Score -93494.19 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -93555.500000 Penalty: 2445.482422
	Iteration 9Q: 3 clusters Score -93555.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -93605.710938 Penalty: 2445.482422
	Iteration 10Q: 3 clusters Score -93605.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -93655.242188 Penalty: 2445.482422
	Iteration 11Q: 3 clusters Score -93655.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -93699.507812 Penalty: 2445.482422
	Iteration 12Q: 3 clusters Score -93699.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -93728.054688 Penalty: 2445.482422
	Iteration 13Q: 3 clusters Score -93728.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -93743.429688 Penalty: 2445.482422
	Iteration 14Q: 3 clusters Score -93743.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -93760.523438 Penalty: 2445.482422
	Iteration 15Q: 3 clusters Score -93760.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -93779.445312 Penalty: 2445.482422
	Iteration 16Q: 3 clusters Score -93779.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -93807.218750 Penalty: 2445.482422
	Iteration 17Q: 3 clusters Score -93807.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -93837.859375 Penalty: 2445.482422
	Iteration 18Q: 3 clusters Score -93837.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -93876.851562 Penalty: 2445.482422
	Iteration 19Q: 3 clusters Score -93876.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -93913.007812 Penalty: 2445.482422
	Iteration 20F: 3 clusters Score -93913.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -93941.289062 Penalty: 2445.482422
	Iteration 21Q: 3 clusters Score -93941.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -93962.460938 Penalty: 2445.482422
	Iteration 22Q: 3 clusters Score -93962.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -93974.468750 Penalty: 2445.482422
	Iteration 23Q: 3 clusters Score -93974.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -93981.820312 Penalty: 2445.482422
	Iteration 24Q: 3 clusters Score -93981.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -93994.593750 Penalty: 2445.482422
	Iteration 25Q: 3 clusters Score -93994.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -94012.421875 Penalty: 2445.482422
	Iteration 26Q: 3 clusters Score -94012.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -94021.953125 Penalty: 2445.482422
	Iteration 27Q: 3 clusters Score -94021.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -94027.859375 Penalty: 2445.482422
	Iteration 28Q: 3 clusters Score -94027.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -94030.437500 Penalty: 2445.482422
	Iteration 29Q: 3 clusters Score -94030.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -94034.539062 Penalty: 2445.482422
	Iteration 30Q: 3 clusters Score -94034.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -94038.750000 Penalty: 2445.482422
	Iteration 31Q: 3 clusters Score -94038.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -94041.531250 Penalty: 2445.482422
	Iteration 32Q: 3 clusters Score -94041.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -94046.867188 Penalty: 2445.482422
	Iteration 33Q: 3 clusters Score -94046.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -94049.828125 Penalty: 2445.482422
	Iteration 34Q: 3 clusters Score -94049.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -94051.421875 Penalty: 2445.482422
	Iteration 35Q: 3 clusters Score -94051.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -94055.570312 Penalty: 2445.482422
	Iteration 36Q: 3 clusters Score -94055.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -94059.742188 Penalty: 2445.482422
	Iteration 37Q: 3 clusters Score -94059.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -94066.757812 Penalty: 2445.482422
	Iteration 38Q: 3 clusters Score -94066.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -94074.390625 Penalty: 2445.482422
	Iteration 39Q: 3 clusters Score -94074.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -94086.398438 Penalty: 2445.482422
	Iteration 40F: 3 clusters Score -94086.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -94095.210938 Penalty: 2445.482422
	Iteration 41Q: 3 clusters Score -94095.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -94101.914062 Penalty: 2445.482422
	Iteration 42Q: 3 clusters Score -94101.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -94113.109375 Penalty: 2445.482422
	Iteration 43Q: 3 clusters Score -94113.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -94118.148438 Penalty: 2445.482422
	Iteration 44Q: 3 clusters Score -94118.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -94119.750000 Penalty: 2445.482422
	Iteration 45Q: 3 clusters Score -94119.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -94121.218750 Penalty: 2445.482422
	Iteration 46Q: 3 clusters Score -94121.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -94122.375000 Penalty: 2445.482422
	Iteration 47Q: 3 clusters Score -94122.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -94123.273438 Penalty: 2445.482422
	Iteration 48Q: 3 clusters Score -94123.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -94125.570312 Penalty: 2445.482422
	Iteration 49Q: 3 clusters Score -94125.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -94127.921875 Penalty: 2445.482422
	Iteration 50Q: 3 clusters Score -94127.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -94129.625000 Penalty: 2445.482422
	Iteration 51Q: 3 clusters Score -94129.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -94131.390625 Penalty: 2445.482422
	Iteration 52Q: 3 clusters Score -94131.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -94133.046875 Penalty: 2445.482422
	Iteration 53Q: 3 clusters Score -94133.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -94133.046875 Penalty: 2445.482422
	Iteration 54F: 3 clusters Score -94133.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Entering Unmasked Estep 
Score: -735032.750000 Penalty: 1545.928101
	Iteration 0F: 2 clusters Score -735032.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -725642.437500 Penalty: 3091.856201
	Iteration 0F: 3 clusters Score -725642.4 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -728930.625000 Penalty: 3091.856201
	Iteration 1F: 3 clusters Score -728930.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -729268.312500 Penalty: 3091.856201
	Iteration 2F: 3 clusters Score -729268.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -729562.750000 Penalty: 3091.856201
	Iteration 3F: 3 clusters Score -729562.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -729846.625000 Penalty: 3091.856201
	Iteration 4Q: 3 clusters Score -729846.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -730119.437500 Penalty: 3091.856201
	Iteration 5Q: 3 clusters Score -730119.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -730450.187500 Penalty: 3091.856201
	Iteration 6Q: 3 clusters Score -730450.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -730812.250000 Penalty: 3091.856201
	Iteration 7Q: 3 clusters Score -730812.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -731178.312500 Penalty: 3091.856201
	Iteration 8Q: 3 clusters Score -731178.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -731559.750000 Penalty: 3091.856201
	Iteration 9Q: 3 clusters Score -731559.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -731972.937500 Penalty: 3091.856201
	Iteration 10Q: 3 clusters Score -731972.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -732325.312500 Penalty: 3091.856201
	Iteration 11Q: 3 clusters Score -732325.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -732551.187500 Penalty: 3091.856201
	Iteration 12Q: 3 clusters Score -732551.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -732721.687500 Penalty: 3091.856201
	Iteration 13Q: 3 clusters Score -732721.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -732862.937500 Penalty: 3091.856201
	Iteration 14Q: 3 clusters Score -732862.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -732977.375000 Penalty: 3091.856201
	Iteration 15Q: 3 clusters Score -732977.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -733078.500000 Penalty: 3091.856201
	Iteration 16Q: 3 clusters Score -733078.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -733159.875000 Penalty: 3091.856201
	Iteration 17Q: 3 clusters Score -733159.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -733221.562500 Penalty: 3091.856201
	Iteration 18Q: 3 clusters Score -733221.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -733265.000000 Penalty: 3091.856201
	Iteration 19Q: 3 clusters Score -733265 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -733308.187500 Penalty: 3091.856201
	Iteration 20F: 3 clusters Score -733308.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -733346.687500 Penalty: 3091.856201
	Iteration 21Q: 3 clusters Score -733346.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -733374.187500 Penalty: 3091.856201
	Iteration 22Q: 3 clusters Score -733374.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -733395.812500 Penalty: 3091.856201
	Iteration 23Q: 3 clusters Score -733395.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -733411.062500 Penalty: 3091.856201
	Iteration 24Q: 3 clusters Score -733411.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -733427.875000 Penalty: 3091.856201
	Iteration 25Q: 3 clusters Score -733427.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -733441.500000 Penalty: 3091.856201
	Iteration 26Q: 3 clusters Score -733441.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -733452.750000 Penalty: 3091.856201
	Iteration 27Q: 3 clusters Score -733452.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -733468.687500 Penalty: 3091.856201
	Iteration 28Q: 3 clusters Score -733468.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -733483.062500 Penalty: 3091.856201
	Iteration 29Q: 3 clusters Score -733483.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -733496.062500 Penalty: 3091.856201
	Iteration 30Q: 3 clusters Score -733496.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -733510.125000 Penalty: 3091.856201
	Iteration 31Q: 3 clusters Score -733510.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -733527.125000 Penalty: 3091.856201
	Iteration 32Q: 3 clusters Score -733527.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -733542.250000 Penalty: 3091.856201
	Iteration 33Q: 3 clusters Score -733542.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -733553.062500 Penalty: 3091.856201
	Iteration 34Q: 3 clusters Score -733553.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -733563.937500 Penalty: 3091.856201
	Iteration 35Q: 3 clusters Score -733563.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -733573.562500 Penalty: 3091.856201
	Iteration 36Q: 3 clusters Score -733573.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -733582.250000 Penalty: 3091.856201
	Iteration 37Q: 3 clusters Score -733582.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -733588.375000 Penalty: 3091.856201
	Iteration 38Q: 3 clusters Score -733588.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -733591.687500 Penalty: 3091.856201
	Iteration 39Q: 3 clusters Score -733591.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -733596.250000 Penalty: 3091.856201
	Iteration 40F: 3 clusters Score -733596.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -733600.562500 Penalty: 3091.856201
	Iteration 41Q: 3 clusters Score -733600.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -733604.937500 Penalty: 3091.856201
	Iteration 42Q: 3 clusters Score -733604.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -733606.062500 Penalty: 3091.856201
	Iteration 43Q: 3 clusters Score -733606.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -733606.437500 Penalty: 3091.856201
	Iteration 44Q: 3 clusters Score -733606.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -733608.750000 Penalty: 3091.856201
	Iteration 45Q: 3 clusters Score -733608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -733611.750000 Penalty: 3091.856201
	Iteration 46Q: 3 clusters Score -733611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -733614.000000 Penalty: 3091.856201
	Iteration 47Q: 3 clusters Score -733614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -733611.937500 Penalty: 3091.856201
	Iteration 48Q: 3 clusters Score -733611.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -733613.250000 Penalty: 3091.856201
	Iteration 49Q: 3 clusters Score -733613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -733613.500000 Penalty: 3091.856201
	Iteration 50Q: 3 clusters Score -733613.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -733615.187500 Penalty: 3091.856201
	Iteration 51Q: 3 clusters Score -733615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -733613.937500 Penalty: 3091.856201
	Iteration 52Q: 3 clusters Score -733613.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -733614.687500 Penalty: 3091.856201
	Iteration 53Q: 3 clusters Score -733614.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -733614.875000 Penalty: 3091.856201
	Iteration 54Q: 3 clusters Score -733614.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -733618.375000 Penalty: 3091.856201
	Iteration 55Q: 3 clusters Score -733618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -733618.125000 Penalty: 3091.856201
	Iteration 56Q: 3 clusters Score -733618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -733619.500000 Penalty: 3091.856201
	Iteration 57Q: 3 clusters Score -733619.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -733618.875000 Penalty: 3091.856201
	Iteration 58Q: 3 clusters Score -733618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -733618.250000 Penalty: 3091.856201
	Iteration 59Q: 3 clusters Score -733618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -733618.000000 Penalty: 3091.856201
	Iteration 60F: 3 clusters Score -733618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -733617.062500 Penalty: 3091.856201
	Iteration 61Q: 3 clusters Score -733617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -733616.937500 Penalty: 3091.856201
	Iteration 62Q: 3 clusters Score -733616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -733619.562500 Penalty: 3091.856201
	Iteration 63Q: 3 clusters Score -733619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -733620.437500 Penalty: 3091.856201
	Iteration 64Q: 3 clusters Score -733620.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -733621.000000 Penalty: 3091.856201
	Iteration 65Q: 3 clusters Score -733621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -733620.625000 Penalty: 3091.856201
	Iteration 66Q: 3 clusters Score -733620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -733621.062500 Penalty: 3091.856201
	Iteration 67Q: 3 clusters Score -733621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -733622.750000 Penalty: 3091.856201
	Iteration 68Q: 3 clusters Score -733622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -733622.062500 Penalty: 3091.856201
	Iteration 69Q: 3 clusters Score -733622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -733622.062500 Penalty: 3091.856201
	Iteration 70F: 3 clusters Score -733622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Entering Unmasked Estep 
Score: -547738.437500 Penalty: 1493.131836
	Iteration 0F: 2 clusters Score -547738.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -540738.687500 Penalty: 2986.263672
	Iteration 0F: 3 clusters Score -540738.7 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -543087.500000 Penalty: 2986.263672
	Iteration 1F: 3 clusters Score -543087.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -543634.687500 Penalty: 2986.263672
	Iteration 2F: 3 clusters Score -543634.7 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -544182.125000 Penalty: 2986.263672
	Iteration 3F: 3 clusters Score -544182.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -544670.437500 Penalty: 2986.263672
	Iteration 4F: 3 clusters Score -544670.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -545072.062500 Penalty: 2986.263672
	Iteration 5F: 3 clusters Score -545072.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -545421.125000 Penalty: 2986.263672
	Iteration 6F: 3 clusters Score -545421.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -545718.187500 Penalty: 2986.263672
	Iteration 7Q: 3 clusters Score -545718.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -545996.187500 Penalty: 2986.263672
	Iteration 8Q: 3 clusters Score -545996.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -546219.875000 Penalty: 2986.263672
	Iteration 9Q: 3 clusters Score -546219.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -546399.187500 Penalty: 2986.263672
	Iteration 10Q: 3 clusters Score -546399.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -546522.500000 Penalty: 2986.263672
	Iteration 11Q: 3 clusters Score -546522.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -546601.750000 Penalty: 2986.263672
	Iteration 12Q: 3 clusters Score -546601.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -546676.437500 Penalty: 2986.263672
	Iteration 13Q: 3 clusters Score -546676.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -546739.187500 Penalty: 2986.263672
	Iteration 14Q: 3 clusters Score -546739.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -546790.437500 Penalty: 2986.263672
	Iteration 15Q: 3 clusters Score -546790.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -546823.250000 Penalty: 2986.263672
	Iteration 16Q: 3 clusters Score -546823.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -546842.750000 Penalty: 2986.263672
	Iteration 17Q: 3 clusters Score -546842.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -546856.937500 Penalty: 2986.263672
	Iteration 18Q: 3 clusters Score -546856.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -546872.125000 Penalty: 2986.263672
	Iteration 19Q: 3 clusters Score -546872.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -546890.687500 Penalty: 2986.263672
	Iteration 20F: 3 clusters Score -546890.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -546916.500000 Penalty: 2986.263672
	Iteration 21Q: 3 clusters Score -546916.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -546941.750000 Penalty: 2986.263672
	Iteration 22Q: 3 clusters Score -546941.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -546976.562500 Penalty: 2986.263672
	Iteration 23Q: 3 clusters Score -546976.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -547005.812500 Penalty: 2986.263672
	Iteration 24Q: 3 clusters Score -547005.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -547034.062500 Penalty: 2986.263672
	Iteration 25Q: 3 clusters Score -547034.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -547060.187500 Penalty: 2986.263672
	Iteration 26Q: 3 clusters Score -547060.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -547084.125000 Penalty: 2986.263672
	Iteration 27Q: 3 clusters Score -547084.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -547110.000000 Penalty: 2986.263672
	Iteration 28Q: 3 clusters Score -547110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -547139.437500 Penalty: 2986.263672
	Iteration 29Q: 3 clusters Score -547139.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -547174.312500 Penalty: 2986.263672
	Iteration 30Q: 3 clusters Score -547174.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -547225.062500 Penalty: 2986.263672
	Iteration 31Q: 3 clusters Score -547225.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -547278.062500 Penalty: 2986.263672
	Iteration 32Q: 3 clusters Score -547278.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -547333.125000 Penalty: 2986.263672
	Iteration 33Q: 3 clusters Score -547333.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -547384.500000 Penalty: 2986.263672
	Iteration 34Q: 3 clusters Score -547384.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -547419.562500 Penalty: 2986.263672
	Iteration 35Q: 3 clusters Score -547419.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -547433.687500 Penalty: 2986.263672
	Iteration 36Q: 3 clusters Score -547433.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -547439.437500 Penalty: 2986.263672
	Iteration 37Q: 3 clusters Score -547439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -547441.250000 Penalty: 2986.263672
	Iteration 38Q: 3 clusters Score -547441.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -547443.375000 Penalty: 2986.263672
	Iteration 39Q: 3 clusters Score -547443.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -547443.625000 Penalty: 2986.263672
	Iteration 40F: 3 clusters Score -547443.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Entering Unmasked Estep 
Score: -370998.718750 Penalty: 1438.813477
	Iteration 0F: 2 clusters Score -370998.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -365827.906250 Penalty: 2877.626953
	Iteration 0F: 3 clusters Score -365827.9 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -367487.343750 Penalty: 2877.626953
	Iteration 1F: 3 clusters Score -367487.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -367816.125000 Penalty: 2877.626953
	Iteration 2F: 3 clusters Score -367816.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -368112.125000 Penalty: 2877.626953
	Iteration 3F: 3 clusters Score -368112.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -368371.843750 Penalty: 2877.626953
	Iteration 4F: 3 clusters Score -368371.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -368606.625000 Penalty: 2877.626953
	Iteration 5Q: 3 clusters Score -368606.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -368851.875000 Penalty: 2877.626953
	Iteration 6Q: 3 clusters Score -368851.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -369060.562500 Penalty: 2877.626953
	Iteration 7Q: 3 clusters Score -369060.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -369231.625000 Penalty: 2877.626953
	Iteration 8Q: 3 clusters Score -369231.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -369381.406250 Penalty: 2877.626953
	Iteration 9Q: 3 clusters Score -369381.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -369521.781250 Penalty: 2877.626953
	Iteration 10Q: 3 clusters Score -369521.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -369635.843750 Penalty: 2877.626953
	Iteration 11Q: 3 clusters Score -369635.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -369748.375000 Penalty: 2877.626953
	Iteration 12Q: 3 clusters Score -369748.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -369840.906250 Penalty: 2877.626953
	Iteration 13Q: 3 clusters Score -369840.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -369912.718750 Penalty: 2877.626953
	Iteration 14Q: 3 clusters Score -369912.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -369960.968750 Penalty: 2877.626953
	Iteration 15Q: 3 clusters Score -369961 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -370004.406250 Penalty: 2877.626953
	Iteration 16Q: 3 clusters Score -370004.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -370040.468750 Penalty: 2877.626953
	Iteration 17Q: 3 clusters Score -370040.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -370073.562500 Penalty: 2877.626953
	Iteration 18Q: 3 clusters Score -370073.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -370096.343750 Penalty: 2877.626953
	Iteration 19Q: 3 clusters Score -370096.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -370115.656250 Penalty: 2877.626953
	Iteration 20F: 3 clusters Score -370115.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -370130.531250 Penalty: 2877.626953
	Iteration 21Q: 3 clusters Score -370130.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -370140.468750 Penalty: 2877.626953
	Iteration 22Q: 3 clusters Score -370140.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -370150.406250 Penalty: 2877.626953
	Iteration 23Q: 3 clusters Score -370150.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -370157.625000 Penalty: 2877.626953
	Iteration 24Q: 3 clusters Score -370157.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -370163.468750 Penalty: 2877.626953
	Iteration 25Q: 3 clusters Score -370163.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -370168.156250 Penalty: 2877.626953
	Iteration 26Q: 3 clusters Score -370168.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -370173.656250 Penalty: 2877.626953
	Iteration 27Q: 3 clusters Score -370173.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -370175.875000 Penalty: 2877.626953
	Iteration 28Q: 3 clusters Score -370175.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -370179.125000 Penalty: 2877.626953
	Iteration 29Q: 3 clusters Score -370179.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -370181.343750 Penalty: 2877.626953
	Iteration 30Q: 3 clusters Score -370181.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -370184.843750 Penalty: 2877.626953
	Iteration 31Q: 3 clusters Score -370184.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -370189.312500 Penalty: 2877.626953
	Iteration 32Q: 3 clusters Score -370189.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -370193.781250 Penalty: 2877.626953
	Iteration 33Q: 3 clusters Score -370193.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -370198.343750 Penalty: 2877.626953
	Iteration 34Q: 3 clusters Score -370198.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -370200.781250 Penalty: 2877.626953
	Iteration 35Q: 3 clusters Score -370200.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -370202.375000 Penalty: 2877.626953
	Iteration 36Q: 3 clusters Score -370202.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -370204.875000 Penalty: 2877.626953
	Iteration 37Q: 3 clusters Score -370204.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -370209.187500 Penalty: 2877.626953
	Iteration 38Q: 3 clusters Score -370209.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -370212.156250 Penalty: 2877.626953
	Iteration 39Q: 3 clusters Score -370212.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -370215.343750 Penalty: 2877.626953
	Iteration 40F: 3 clusters Score -370215.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -370218.843750 Penalty: 2877.626953
	Iteration 41Q: 3 clusters Score -370218.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -370222.843750 Penalty: 2877.626953
	Iteration 42Q: 3 clusters Score -370222.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -370226.312500 Penalty: 2877.626953
	Iteration 43Q: 3 clusters Score -370226.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -370228.875000 Penalty: 2877.626953
	Iteration 44Q: 3 clusters Score -370228.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -370231.343750 Penalty: 2877.626953
	Iteration 45Q: 3 clusters Score -370231.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -370237.031250 Penalty: 2877.626953
	Iteration 46Q: 3 clusters Score -370237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -370239.187500 Penalty: 2877.626953
	Iteration 47Q: 3 clusters Score -370239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -370239.718750 Penalty: 2877.626953
	Iteration 48Q: 3 clusters Score -370239.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -370243.031250 Penalty: 2877.626953
	Iteration 49Q: 3 clusters Score -370243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -370244.343750 Penalty: 2877.626953
	Iteration 50Q: 3 clusters Score -370244.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -370246.843750 Penalty: 2877.626953
	Iteration 51Q: 3 clusters Score -370246.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -370250.812500 Penalty: 2877.626953
	Iteration 52Q: 3 clusters Score -370250.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -370255.406250 Penalty: 2877.626953
	Iteration 53Q: 3 clusters Score -370255.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -370261.500000 Penalty: 2877.626953
	Iteration 54Q: 3 clusters Score -370261.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -370274.468750 Penalty: 2877.626953
	Iteration 55Q: 3 clusters Score -370274.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -370292.843750 Penalty: 2877.626953
	Iteration 56Q: 3 clusters Score -370292.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -370323.531250 Penalty: 2877.626953
	Iteration 57Q: 3 clusters Score -370323.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -370366.250000 Penalty: 2877.626953
	Iteration 58Q: 3 clusters Score -370366.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -370422.562500 Penalty: 2877.626953
	Iteration 59Q: 3 clusters Score -370422.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -370505.812500 Penalty: 2877.626953
	Iteration 60F: 3 clusters Score -370505.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -370595.156250 Penalty: 2877.626953
	Iteration 61Q: 3 clusters Score -370595.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -370656.718750 Penalty: 2877.626953
	Iteration 62Q: 3 clusters Score -370656.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -370699.875000 Penalty: 2877.626953
	Iteration 63Q: 3 clusters Score -370699.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -370738.062500 Penalty: 2877.626953
	Iteration 64Q: 3 clusters Score -370738.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -370789.968750 Penalty: 2877.626953
	Iteration 65Q: 3 clusters Score -370790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -370860.937500 Penalty: 2877.626953
	Iteration 66Q: 3 clusters Score -370860.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -370940.718750 Penalty: 2877.626953
	Iteration 67Q: 3 clusters Score -370940.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -371056.531250 Penalty: 2877.626953
	Iteration 68Q: 3 clusters Score -371056.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -371219.000000 Penalty: 2877.626953
	Iteration 69Q: 3 clusters Score -371219 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -371333.093750 Penalty: 2877.626953
	Iteration 70Q: 3 clusters Score -371333.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -371391.687500 Penalty: 2877.626953
	Iteration 71Q: 3 clusters Score -371391.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -371410.406250 Penalty: 2877.626953
	Iteration 72Q: 3 clusters Score -371410.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -371420.906250 Penalty: 2877.626953
	Iteration 73Q: 3 clusters Score -371420.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -371421.937500 Penalty: 2877.626953
	Iteration 74Q: 3 clusters Score -371421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -371423.875000 Penalty: 2877.626953
	Iteration 75Q: 3 clusters Score -371423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -371423.281250 Penalty: 2877.626953
	Iteration 76Q: 3 clusters Score -371423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -371422.812500 Penalty: 2877.626953
	Iteration 77Q: 3 clusters Score -371422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -371423.656250 Penalty: 2877.626953
	Iteration 78Q: 3 clusters Score -371423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -371423.812500 Penalty: 2877.626953
	Iteration 79Q: 3 clusters Score -371423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -371423.906250 Penalty: 2877.626953
	Iteration 80F: 3 clusters Score -371423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 107562 members 
Mstep: Class 3 contains 5592 members 
Mstep: Class 4 contains 14439 members 
Mstep: Class 5 contains 41347 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 47452 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 46481 members 
Mstep: Class 11 contains 17486 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15217 members 
Mstep: Class 14 contains 41118 members 
Mstep: Class 15 contains 16223 members 
Mstep: Class 16 contains 135395 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 44704 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13540 members 
Mstep: Class 23 contains 9784 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 3969 members 
Mstep: Class 26 contains 6862 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6874 members 
Mstep: Class 30 contains 5255 members 
Entering Unmasked Estep 
Score: -34128844.000000 Penalty: 65047.898438
Splitting cluster 24 changes total score from -34129052.000000 to -34128844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -231691.531250 Penalty: 1346.518799
	Iteration 0F: 2 clusters Score -231691.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -228400.234375 Penalty: 2693.037598
	Iteration 0F: 3 clusters Score -228400.2 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -229256.656250 Penalty: 2693.037598
	Iteration 1F: 3 clusters Score -229256.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -229435.140625 Penalty: 2693.037598
	Iteration 2F: 3 clusters Score -229435.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -229590.000000 Penalty: 2693.037598
	Iteration 3F: 3 clusters Score -229590 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -229730.750000 Penalty: 2693.037598
	Iteration 4Q: 3 clusters Score -229730.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -229842.843750 Penalty: 2693.037598
	Iteration 5Q: 3 clusters Score -229842.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -229920.796875 Penalty: 2693.037598
	Iteration 6Q: 3 clusters Score -229920.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -230007.109375 Penalty: 2693.037598
	Iteration 7Q: 3 clusters Score -230007.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -230102.375000 Penalty: 2693.037598
	Iteration 8Q: 3 clusters Score -230102.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -230192.828125 Penalty: 2693.037598
	Iteration 9Q: 3 clusters Score -230192.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -230258.671875 Penalty: 2693.037598
	Iteration 10Q: 3 clusters Score -230258.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -230306.671875 Penalty: 2693.037598
	Iteration 11Q: 3 clusters Score -230306.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -230345.156250 Penalty: 2693.037598
	Iteration 12Q: 3 clusters Score -230345.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -230381.421875 Penalty: 2693.037598
	Iteration 13Q: 3 clusters Score -230381.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -230412.671875 Penalty: 2693.037598
	Iteration 14Q: 3 clusters Score -230412.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -230435.734375 Penalty: 2693.037598
	Iteration 15Q: 3 clusters Score -230435.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -230461.656250 Penalty: 2693.037598
	Iteration 16Q: 3 clusters Score -230461.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -230484.156250 Penalty: 2693.037598
	Iteration 17Q: 3 clusters Score -230484.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -230508.125000 Penalty: 2693.037598
	Iteration 18Q: 3 clusters Score -230508.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -230534.625000 Penalty: 2693.037598
	Iteration 19Q: 3 clusters Score -230534.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -230567.640625 Penalty: 2693.037598
	Iteration 20F: 3 clusters Score -230567.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -230609.265625 Penalty: 2693.037598
	Iteration 21Q: 3 clusters Score -230609.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -230642.468750 Penalty: 2693.037598
	Iteration 22Q: 3 clusters Score -230642.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -230664.015625 Penalty: 2693.037598
	Iteration 23Q: 3 clusters Score -230664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -230679.250000 Penalty: 2693.037598
	Iteration 24Q: 3 clusters Score -230679.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -230696.109375 Penalty: 2693.037598
	Iteration 25Q: 3 clusters Score -230696.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -230721.125000 Penalty: 2693.037598
	Iteration 26Q: 3 clusters Score -230721.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -230749.937500 Penalty: 2693.037598
	Iteration 27Q: 3 clusters Score -230749.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -230771.156250 Penalty: 2693.037598
	Iteration 28Q: 3 clusters Score -230771.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -230792.078125 Penalty: 2693.037598
	Iteration 29Q: 3 clusters Score -230792.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -230804.250000 Penalty: 2693.037598
	Iteration 30Q: 3 clusters Score -230804.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -230815.000000 Penalty: 2693.037598
	Iteration 31Q: 3 clusters Score -230815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -230821.640625 Penalty: 2693.037598
	Iteration 32Q: 3 clusters Score -230821.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -230827.453125 Penalty: 2693.037598
	Iteration 33Q: 3 clusters Score -230827.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -230831.156250 Penalty: 2693.037598
	Iteration 34Q: 3 clusters Score -230831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -230834.593750 Penalty: 2693.037598
	Iteration 35Q: 3 clusters Score -230834.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -230838.937500 Penalty: 2693.037598
	Iteration 36Q: 3 clusters Score -230838.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -230842.765625 Penalty: 2693.037598
	Iteration 37Q: 3 clusters Score -230842.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -230845.468750 Penalty: 2693.037598
	Iteration 38Q: 3 clusters Score -230845.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -230849.343750 Penalty: 2693.037598
	Iteration 39Q: 3 clusters Score -230849.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -230854.828125 Penalty: 2693.037598
	Iteration 40F: 3 clusters Score -230854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -230859.921875 Penalty: 2693.037598
	Iteration 41Q: 3 clusters Score -230859.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -230864.000000 Penalty: 2693.037598
	Iteration 42Q: 3 clusters Score -230864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -230866.390625 Penalty: 2693.037598
	Iteration 43Q: 3 clusters Score -230866.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -230869.031250 Penalty: 2693.037598
	Iteration 44Q: 3 clusters Score -230869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -230869.828125 Penalty: 2693.037598
	Iteration 45Q: 3 clusters Score -230869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -230871.156250 Penalty: 2693.037598
	Iteration 46Q: 3 clusters Score -230871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -230872.046875 Penalty: 2693.037598
	Iteration 47Q: 3 clusters Score -230872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -230872.125000 Penalty: 2693.037598
	Iteration 48Q: 3 clusters Score -230872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -230873.109375 Penalty: 2693.037598
	Iteration 49Q: 3 clusters Score -230873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -230872.796875 Penalty: 2693.037598
	Iteration 50Q: 3 clusters Score -230872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -230873.406250 Penalty: 2693.037598
	Iteration 51Q: 3 clusters Score -230873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -230874.437500 Penalty: 2693.037598
	Iteration 52Q: 3 clusters Score -230874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -230874.812500 Penalty: 2693.037598
	Iteration 53Q: 3 clusters Score -230874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -230875.796875 Penalty: 2693.037598
	Iteration 54Q: 3 clusters Score -230875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -230875.906250 Penalty: 2693.037598
	Iteration 55Q: 3 clusters Score -230875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -230875.906250 Penalty: 2693.037598
	Iteration 56F: 3 clusters Score -230875.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -368625.906250 Penalty: 1435.485107
	Iteration 0F: 2 clusters Score -368625.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -363449.718750 Penalty: 2870.970215
	Iteration 0F: 3 clusters Score -363449.7 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -365175.625000 Penalty: 2870.970215
	Iteration 1F: 3 clusters Score -365175.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -365518.406250 Penalty: 2870.970215
	Iteration 2F: 3 clusters Score -365518.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -365902.031250 Penalty: 2870.970215
	Iteration 3F: 3 clusters Score -365902 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -366293.625000 Penalty: 2870.970215
	Iteration 4F: 3 clusters Score -366293.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -366663.625000 Penalty: 2870.970215
	Iteration 5F: 3 clusters Score -366663.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -366977.531250 Penalty: 2870.970215
	Iteration 6F: 3 clusters Score -366977.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -367185.875000 Penalty: 2870.970215
	Iteration 7Q: 3 clusters Score -367185.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -367313.687500 Penalty: 2870.970215
	Iteration 8Q: 3 clusters Score -367313.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -367399.375000 Penalty: 2870.970215
	Iteration 9Q: 3 clusters Score -367399.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -367468.843750 Penalty: 2870.970215
	Iteration 10Q: 3 clusters Score -367468.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -367510.312500 Penalty: 2870.970215
	Iteration 11Q: 3 clusters Score -367510.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -367541.906250 Penalty: 2870.970215
	Iteration 12Q: 3 clusters Score -367541.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -367564.500000 Penalty: 2870.970215
	Iteration 13Q: 3 clusters Score -367564.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -367583.125000 Penalty: 2870.970215
	Iteration 14Q: 3 clusters Score -367583.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -367595.375000 Penalty: 2870.970215
	Iteration 15Q: 3 clusters Score -367595.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -367606.750000 Penalty: 2870.970215
	Iteration 16Q: 3 clusters Score -367606.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -367613.750000 Penalty: 2870.970215
	Iteration 17Q: 3 clusters Score -367613.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -367620.406250 Penalty: 2870.970215
	Iteration 18Q: 3 clusters Score -367620.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -367627.406250 Penalty: 2870.970215
	Iteration 19Q: 3 clusters Score -367627.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -367631.218750 Penalty: 2870.970215
	Iteration 20F: 3 clusters Score -367631.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -367634.437500 Penalty: 2870.970215
	Iteration 21Q: 3 clusters Score -367634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -367636.031250 Penalty: 2870.970215
	Iteration 22Q: 3 clusters Score -367636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -367637.781250 Penalty: 2870.970215
	Iteration 23Q: 3 clusters Score -367637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -367639.500000 Penalty: 2870.970215
	Iteration 24Q: 3 clusters Score -367639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -367640.968750 Penalty: 2870.970215
	Iteration 25Q: 3 clusters Score -367641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -367642.781250 Penalty: 2870.970215
	Iteration 26Q: 3 clusters Score -367642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -367643.437500 Penalty: 2870.970215
	Iteration 27Q: 3 clusters Score -367643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -367645.187500 Penalty: 2870.970215
	Iteration 28Q: 3 clusters Score -367645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -367646.656250 Penalty: 2870.970215
	Iteration 29Q: 3 clusters Score -367646.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -367647.375000 Penalty: 2870.970215
	Iteration 30Q: 3 clusters Score -367647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -367648.625000 Penalty: 2870.970215
	Iteration 31Q: 3 clusters Score -367648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -367648.750000 Penalty: 2870.970215
	Iteration 32Q: 3 clusters Score -367648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -367649.562500 Penalty: 2870.970215
	Iteration 33Q: 3 clusters Score -367649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -367651.187500 Penalty: 2870.970215
	Iteration 34Q: 3 clusters Score -367651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -367650.937500 Penalty: 2870.970215
	Iteration 35Q: 3 clusters Score -367650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -367651.562500 Penalty: 2870.970215
	Iteration 36Q: 3 clusters Score -367651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -367651.781250 Penalty: 2870.970215
	Iteration 37Q: 3 clusters Score -367651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -367652.125000 Penalty: 2870.970215
	Iteration 38Q: 3 clusters Score -367652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -367652.125000 Penalty: 2870.970215
	Iteration 39F: 3 clusters Score -367652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -265581.500000 Penalty: 1398.434814
	Iteration 0F: 2 clusters Score -265581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -261361.437500 Penalty: 2796.869629
	Iteration 0F: 3 clusters Score -261361.4 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -262937.437500 Penalty: 2796.869629
	Iteration 1F: 3 clusters Score -262937.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -263362.250000 Penalty: 2796.869629
	Iteration 2F: 3 clusters Score -263362.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -263701.937500 Penalty: 2796.869629
	Iteration 3F: 3 clusters Score -263701.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -263909.156250 Penalty: 2796.869629
	Iteration 4F: 3 clusters Score -263909.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -264032.125000 Penalty: 2796.869629
	Iteration 5Q: 3 clusters Score -264032.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -264122.062500 Penalty: 2796.869629
	Iteration 6Q: 3 clusters Score -264122.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -264210.906250 Penalty: 2796.869629
	Iteration 7Q: 3 clusters Score -264210.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -264317.125000 Penalty: 2796.869629
	Iteration 8Q: 3 clusters Score -264317.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -264433.125000 Penalty: 2796.869629
	Iteration 9Q: 3 clusters Score -264433.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -264574.968750 Penalty: 2796.869629
	Iteration 10Q: 3 clusters Score -264575 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -264701.625000 Penalty: 2796.869629
	Iteration 11Q: 3 clusters Score -264701.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -264803.781250 Penalty: 2796.869629
	Iteration 12Q: 3 clusters Score -264803.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -264896.093750 Penalty: 2796.869629
	Iteration 13Q: 3 clusters Score -264896.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -264969.937500 Penalty: 2796.869629
	Iteration 14Q: 3 clusters Score -264969.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -265021.156250 Penalty: 2796.869629
	Iteration 15Q: 3 clusters Score -265021.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -265066.562500 Penalty: 2796.869629
	Iteration 16Q: 3 clusters Score -265066.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -265110.593750 Penalty: 2796.869629
	Iteration 17Q: 3 clusters Score -265110.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -265144.375000 Penalty: 2796.869629
	Iteration 18Q: 3 clusters Score -265144.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -265174.687500 Penalty: 2796.869629
	Iteration 19Q: 3 clusters Score -265174.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -265199.343750 Penalty: 2796.869629
	Iteration 20F: 3 clusters Score -265199.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -265221.781250 Penalty: 2796.869629
	Iteration 21Q: 3 clusters Score -265221.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -265241.656250 Penalty: 2796.869629
	Iteration 22Q: 3 clusters Score -265241.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -265263.125000 Penalty: 2796.869629
	Iteration 23Q: 3 clusters Score -265263.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -265289.562500 Penalty: 2796.869629
	Iteration 24Q: 3 clusters Score -265289.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -265314.093750 Penalty: 2796.869629
	Iteration 25Q: 3 clusters Score -265314.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -265337.812500 Penalty: 2796.869629
	Iteration 26Q: 3 clusters Score -265337.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -265352.812500 Penalty: 2796.869629
	Iteration 27Q: 3 clusters Score -265352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -265367.062500 Penalty: 2796.869629
	Iteration 28Q: 3 clusters Score -265367.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -265379.343750 Penalty: 2796.869629
	Iteration 29Q: 3 clusters Score -265379.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -265388.875000 Penalty: 2796.869629
	Iteration 30Q: 3 clusters Score -265388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -265394.562500 Penalty: 2796.869629
	Iteration 31Q: 3 clusters Score -265394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -265401.406250 Penalty: 2796.869629
	Iteration 32Q: 3 clusters Score -265401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -265411.031250 Penalty: 2796.869629
	Iteration 33Q: 3 clusters Score -265411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -265424.031250 Penalty: 2796.869629
	Iteration 34Q: 3 clusters Score -265424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -265438.968750 Penalty: 2796.869629
	Iteration 35Q: 3 clusters Score -265439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -265460.218750 Penalty: 2796.869629
	Iteration 36Q: 3 clusters Score -265460.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -265472.968750 Penalty: 2796.869629
	Iteration 37Q: 3 clusters Score -265473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -265479.656250 Penalty: 2796.869629
	Iteration 38Q: 3 clusters Score -265479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -265481.593750 Penalty: 2796.869629
	Iteration 39Q: 3 clusters Score -265481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -265483.406250 Penalty: 2796.869629
	Iteration 40F: 3 clusters Score -265483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -265485.250000 Penalty: 2796.869629
	Iteration 41Q: 3 clusters Score -265485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -265486.906250 Penalty: 2796.869629
	Iteration 42Q: 3 clusters Score -265486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -265489.656250 Penalty: 2796.869629
	Iteration 43Q: 3 clusters Score -265489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -265490.593750 Penalty: 2796.869629
	Iteration 44Q: 3 clusters Score -265490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -265491.875000 Penalty: 2796.869629
	Iteration 45Q: 3 clusters Score -265491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -265493.875000 Penalty: 2796.869629
	Iteration 46Q: 3 clusters Score -265493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -265494.125000 Penalty: 2796.869629
	Iteration 47Q: 3 clusters Score -265494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -265494.125000 Penalty: 2796.869629
	Iteration 48F: 3 clusters Score -265494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -57153.890625 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -57153.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -55711.656250 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -55711.66 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -55960.191406 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -55960.19 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -56039.437500 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -56039.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -56069.527344 Penalty: 2242.409912
	Iteration 3Q: 3 clusters Score -56069.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -56093.183594 Penalty: 2242.409912
	Iteration 4Q: 3 clusters Score -56093.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -56108.890625 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -56108.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -56128.875000 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -56128.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -56144.128906 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -56144.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -56147.550781 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -56147.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -56148.363281 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -56148.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -56148.363281 Penalty: 2242.409912
	Iteration 10F: 3 clusters Score -56148.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -390426.687500 Penalty: 1435.769043
	Iteration 0F: 2 clusters Score -390426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -385315.156250 Penalty: 2871.538086
	Iteration 0F: 3 clusters Score -385315.2 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -386829.093750 Penalty: 2871.538086
	Iteration 1F: 3 clusters Score -386829.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -387038.875000 Penalty: 2871.538086
	Iteration 2F: 3 clusters Score -387038.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -387201.593750 Penalty: 2871.538086
	Iteration 3Q: 3 clusters Score -387201.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -387341.781250 Penalty: 2871.538086
	Iteration 4Q: 3 clusters Score -387341.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -387483.437500 Penalty: 2871.538086
	Iteration 5Q: 3 clusters Score -387483.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -387649.343750 Penalty: 2871.538086
	Iteration 6Q: 3 clusters Score -387649.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -387863.156250 Penalty: 2871.538086
	Iteration 7Q: 3 clusters Score -387863.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -388145.312500 Penalty: 2871.538086
	Iteration 8Q: 3 clusters Score -388145.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -388542.718750 Penalty: 2871.538086
	Iteration 9F: 3 clusters Score -388542.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -388976.468750 Penalty: 2871.538086
	Iteration 10F: 3 clusters Score -388976.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -389315.843750 Penalty: 2871.538086
	Iteration 11Q: 3 clusters Score -389315.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -389527.062500 Penalty: 2871.538086
	Iteration 12Q: 3 clusters Score -389527.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -389633.437500 Penalty: 2871.538086
	Iteration 13Q: 3 clusters Score -389633.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -389685.531250 Penalty: 2871.538086
	Iteration 14Q: 3 clusters Score -389685.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -389710.312500 Penalty: 2871.538086
	Iteration 15Q: 3 clusters Score -389710.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -389719.281250 Penalty: 2871.538086
	Iteration 16Q: 3 clusters Score -389719.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -389726.187500 Penalty: 2871.538086
	Iteration 17Q: 3 clusters Score -389726.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -389729.656250 Penalty: 2871.538086
	Iteration 18Q: 3 clusters Score -389729.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -389731.187500 Penalty: 2871.538086
	Iteration 19Q: 3 clusters Score -389731.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -389733.937500 Penalty: 2871.538086
	Iteration 20F: 3 clusters Score -389733.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -389736.812500 Penalty: 2871.538086
	Iteration 21Q: 3 clusters Score -389736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -389736.843750 Penalty: 2871.538086
	Iteration 22Q: 3 clusters Score -389736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -389739.687500 Penalty: 2871.538086
	Iteration 23Q: 3 clusters Score -389739.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -389741.968750 Penalty: 2871.538086
	Iteration 24Q: 3 clusters Score -389742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -389744.281250 Penalty: 2871.538086
	Iteration 25Q: 3 clusters Score -389744.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -389744.875000 Penalty: 2871.538086
	Iteration 26Q: 3 clusters Score -389744.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -389747.218750 Penalty: 2871.538086
	Iteration 27Q: 3 clusters Score -389747.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -389749.031250 Penalty: 2871.538086
	Iteration 28Q: 3 clusters Score -389749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -389752.375000 Penalty: 2871.538086
	Iteration 29Q: 3 clusters Score -389752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -389752.593750 Penalty: 2871.538086
	Iteration 30Q: 3 clusters Score -389752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -389754.218750 Penalty: 2871.538086
	Iteration 31Q: 3 clusters Score -389754.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -389756.218750 Penalty: 2871.538086
	Iteration 32Q: 3 clusters Score -389756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -389758.812500 Penalty: 2871.538086
	Iteration 33Q: 3 clusters Score -389758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -389758.500000 Penalty: 2871.538086
	Iteration 34Q: 3 clusters Score -389758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -389758.843750 Penalty: 2871.538086
	Iteration 35Q: 3 clusters Score -389758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -389760.625000 Penalty: 2871.538086
	Iteration 36Q: 3 clusters Score -389760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -389760.812500 Penalty: 2871.538086
	Iteration 37Q: 3 clusters Score -389760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -389760.062500 Penalty: 2871.538086
	Iteration 38Q: 3 clusters Score -389760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -389761.812500 Penalty: 2871.538086
	Iteration 39Q: 3 clusters Score -389761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -389762.218750 Penalty: 2871.538086
	Iteration 40F: 3 clusters Score -389762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -389762.031250 Penalty: 2871.538086
	Iteration 41Q: 3 clusters Score -389762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -389762.156250 Penalty: 2871.538086
	Iteration 42Q: 3 clusters Score -389762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -389762.093750 Penalty: 2871.538086
	Iteration 43Q: 3 clusters Score -389762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -389763.218750 Penalty: 2871.538086
	Iteration 44Q: 3 clusters Score -389763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -389763.531250 Penalty: 2871.538086
	Iteration 45Q: 3 clusters Score -389763.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -389765.687500 Penalty: 2871.538086
	Iteration 46Q: 3 clusters Score -389765.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -389766.156250 Penalty: 2871.538086
	Iteration 47Q: 3 clusters Score -389766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -389767.000000 Penalty: 2871.538086
	Iteration 48Q: 3 clusters Score -389767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -389767.593750 Penalty: 2871.538086
	Iteration 49Q: 3 clusters Score -389767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -389767.875000 Penalty: 2871.538086
	Iteration 50Q: 3 clusters Score -389767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -389767.875000 Penalty: 2871.538086
	Iteration 51F: 3 clusters Score -389767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 107562 members 
Mstep: Class 3 contains 5592 members 
Mstep: Class 4 contains 14439 members 
Mstep: Class 5 contains 41347 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 47452 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 46481 members 
Mstep: Class 11 contains 17486 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15217 members 
Mstep: Class 14 contains 41118 members 
Mstep: Class 15 contains 16223 members 
Mstep: Class 16 contains 135395 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 44704 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13540 members 
Mstep: Class 23 contains 9784 members 
Mstep: Class 24 contains 7004 members 
Mstep: Class 25 contains 3969 members 
Mstep: Class 26 contains 6862 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129104.000000 Penalty: 62879.636719
Iteration 119Q: 30 clusters Score -3.41291e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 107559 members 
Mstep: Class 3 contains 5587 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 41348 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 47453 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 46499 members 
Mstep: Class 11 contains 17477 members 
Mstep: Class 12 contains 3153 members 
Mstep: Class 13 contains 15214 members 
Mstep: Class 14 contains 41113 members 
Mstep: Class 15 contains 16217 members 
Mstep: Class 16 contains 135390 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 5107 members 
Mstep: Class 20 contains 44704 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13542 members 
Mstep: Class 23 contains 9785 members 
Mstep: Class 24 contains 7009 members 
Mstep: Class 25 contains 3967 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 5457 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129036.000000 Penalty: 62879.636719
Iteration 120F: 30 clusters Score -3.412904e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 107557 members 
Mstep: Class 3 contains 5583 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 41349 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 46514 members 
Mstep: Class 11 contains 17467 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 15212 members 
Mstep: Class 14 contains 41110 members 
Mstep: Class 15 contains 16210 members 
Mstep: Class 16 contains 135386 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 44702 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13546 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 7013 members 
Mstep: Class 25 contains 3965 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 5450 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129000.000000 Penalty: 62879.636719
Iteration 121Q: 30 clusters Score -3.4129e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 107554 members 
Mstep: Class 3 contains 5576 members 
Mstep: Class 4 contains 14473 members 
Mstep: Class 5 contains 41349 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 46526 members 
Mstep: Class 11 contains 17454 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15206 members 
Mstep: Class 14 contains 41105 members 
Mstep: Class 15 contains 16208 members 
Mstep: Class 16 contains 135376 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 44699 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13552 members 
Mstep: Class 23 contains 9787 members 
Mstep: Class 24 contains 7014 members 
Mstep: Class 25 contains 3965 members 
Mstep: Class 26 contains 6857 members 
Mstep: Class 27 contains 5450 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129012.000000 Penalty: 62879.636719
Iteration 122Q: 30 clusters Score -3.412901e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 107550 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 14488 members 
Mstep: Class 5 contains 41348 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 47460 members 
Mstep: Class 9 contains 1749 members 
Mstep: Class 10 contains 46536 members 
Mstep: Class 11 contains 17440 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15197 members 
Mstep: Class 14 contains 41103 members 
Mstep: Class 15 contains 16207 members 
Mstep: Class 16 contains 135376 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 44697 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13559 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 7011 members 
Mstep: Class 25 contains 3965 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 5453 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129092.000000 Penalty: 62879.636719
Iteration 123Q: 30 clusters Score -3.412909e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 107538 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 14501 members 
Mstep: Class 5 contains 41351 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 47458 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 46546 members 
Mstep: Class 11 contains 17432 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15188 members 
Mstep: Class 14 contains 41097 members 
Mstep: Class 15 contains 16201 members 
Mstep: Class 16 contains 135376 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 2962 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 44697 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13562 members 
Mstep: Class 23 contains 9790 members 
Mstep: Class 24 contains 7014 members 
Mstep: Class 25 contains 3962 members 
Mstep: Class 26 contains 6863 members 
Mstep: Class 27 contains 5458 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129032.000000 Penalty: 62879.636719
Iteration 124Q: 30 clusters Score -3.412903e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 107530 members 
Mstep: Class 3 contains 5553 members 
Mstep: Class 4 contains 14512 members 
Mstep: Class 5 contains 41350 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 47457 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 46573 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15175 members 
Mstep: Class 14 contains 41094 members 
Mstep: Class 15 contains 16196 members 
Mstep: Class 16 contains 135376 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 2961 members 
Mstep: Class 19 contains 5112 members 
Mstep: Class 20 contains 44696 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13563 members 
Mstep: Class 23 contains 9791 members 
Mstep: Class 24 contains 7018 members 
Mstep: Class 25 contains 3962 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 5453 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129004.000000 Penalty: 62879.636719
Iteration 125Q: 30 clusters Score -3.4129e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 107523 members 
Mstep: Class 3 contains 5547 members 
Mstep: Class 4 contains 14518 members 
Mstep: Class 5 contains 41349 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1748 members 
Mstep: Class 10 contains 46586 members 
Mstep: Class 11 contains 17420 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15163 members 
Mstep: Class 14 contains 41088 members 
Mstep: Class 15 contains 16194 members 
Mstep: Class 16 contains 135381 members 
Mstep: Class 17 contains 3118 members 
Mstep: Class 18 contains 2959 members 
Mstep: Class 19 contains 5112 members 
Mstep: Class 20 contains 44696 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13567 members 
Mstep: Class 23 contains 9793 members 
Mstep: Class 24 contains 7023 members 
Mstep: Class 25 contains 3961 members 
Mstep: Class 26 contains 6860 members 
Mstep: Class 27 contains 5441 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129064.000000 Penalty: 62879.636719
Iteration 126Q: 30 clusters Score -3.412906e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 107522 members 
Mstep: Class 3 contains 5538 members 
Mstep: Class 4 contains 14529 members 
Mstep: Class 5 contains 41346 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 47461 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 46601 members 
Mstep: Class 11 contains 17417 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15154 members 
Mstep: Class 14 contains 41087 members 
Mstep: Class 15 contains 16191 members 
Mstep: Class 16 contains 135380 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 2955 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 44695 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13563 members 
Mstep: Class 23 contains 9797 members 
Mstep: Class 24 contains 7026 members 
Mstep: Class 25 contains 3960 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 5442 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129096.000000 Penalty: 62879.636719
Iteration 127Q: 30 clusters Score -3.41291e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 107515 members 
Mstep: Class 3 contains 5524 members 
Mstep: Class 4 contains 14550 members 
Mstep: Class 5 contains 41343 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 47460 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 46618 members 
Mstep: Class 11 contains 17412 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15146 members 
Mstep: Class 14 contains 41088 members 
Mstep: Class 15 contains 16188 members 
Mstep: Class 16 contains 135386 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 2950 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 44695 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13564 members 
Mstep: Class 23 contains 9796 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 3960 members 
Mstep: Class 26 contains 6860 members 
Mstep: Class 27 contains 5436 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129124.000000 Penalty: 62879.636719
Iteration 128Q: 30 clusters Score -3.412912e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 107516 members 
Mstep: Class 3 contains 5509 members 
Mstep: Class 4 contains 14582 members 
Mstep: Class 5 contains 41338 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 47458 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 46629 members 
Mstep: Class 11 contains 17406 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15138 members 
Mstep: Class 14 contains 41087 members 
Mstep: Class 15 contains 16182 members 
Mstep: Class 16 contains 135389 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 2947 members 
Mstep: Class 19 contains 5112 members 
Mstep: Class 20 contains 44695 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13567 members 
Mstep: Class 23 contains 9795 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 3959 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 5433 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129132.000000 Penalty: 62879.636719
Iteration 129Q: 30 clusters Score -3.412913e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 107514 members 
Mstep: Class 3 contains 5496 members 
Mstep: Class 4 contains 14613 members 
Mstep: Class 5 contains 41341 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 47452 members 
Mstep: Class 9 contains 1748 members 
Mstep: Class 10 contains 46634 members 
Mstep: Class 11 contains 17404 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15139 members 
Mstep: Class 14 contains 41082 members 
Mstep: Class 15 contains 16170 members 
Mstep: Class 16 contains 135393 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 44697 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 13573 members 
Mstep: Class 23 contains 9797 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 3960 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 5423 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129152.000000 Penalty: 62879.636719
Iteration 130Q: 30 clusters Score -3.412915e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 107515 members 
Mstep: Class 3 contains 5484 members 
Mstep: Class 4 contains 14634 members 
Mstep: Class 5 contains 41339 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 47451 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 46639 members 
Mstep: Class 11 contains 17400 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 41078 members 
Mstep: Class 15 contains 16165 members 
Mstep: Class 16 contains 135398 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 5112 members 
Mstep: Class 20 contains 44699 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13573 members 
Mstep: Class 23 contains 9796 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 3959 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 5419 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129148.000000 Penalty: 62879.636719
Iteration 131Q: 30 clusters Score -3.412915e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 107515 members 
Mstep: Class 3 contains 5475 members 
Mstep: Class 4 contains 14643 members 
Mstep: Class 5 contains 41336 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 46642 members 
Mstep: Class 11 contains 17396 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 41076 members 
Mstep: Class 15 contains 16163 members 
Mstep: Class 16 contains 135403 members 
Mstep: Class 17 contains 3136 members 
Mstep: Class 18 contains 2933 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 44701 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13576 members 
Mstep: Class 23 contains 9797 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 3959 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 5416 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129156.000000 Penalty: 62879.636719
Iteration 132Q: 30 clusters Score -3.412916e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 107516 members 
Mstep: Class 3 contains 5458 members 
Mstep: Class 4 contains 14661 members 
Mstep: Class 5 contains 41334 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 47446 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 46643 members 
Mstep: Class 11 contains 17390 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15134 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 16162 members 
Mstep: Class 16 contains 135409 members 
Mstep: Class 17 contains 3141 members 
Mstep: Class 18 contains 2928 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 44702 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13578 members 
Mstep: Class 23 contains 9799 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 5417 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129140.000000 Penalty: 62879.636719
Iteration 133Q: 30 clusters Score -3.412914e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 107516 members 
Mstep: Class 3 contains 5449 members 
Mstep: Class 4 contains 14675 members 
Mstep: Class 5 contains 41333 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 47446 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 46647 members 
Mstep: Class 11 contains 17385 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15132 members 
Mstep: Class 14 contains 41069 members 
Mstep: Class 15 contains 16158 members 
Mstep: Class 16 contains 135410 members 
Mstep: Class 17 contains 3146 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 44700 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13579 members 
Mstep: Class 23 contains 9799 members 
Mstep: Class 24 contains 7036 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129152.000000 Penalty: 62879.636719
Iteration 134Q: 30 clusters Score -3.412915e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 107516 members 
Mstep: Class 3 contains 5441 members 
Mstep: Class 4 contains 14692 members 
Mstep: Class 5 contains 41335 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 47447 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 46654 members 
Mstep: Class 11 contains 17377 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15130 members 
Mstep: Class 14 contains 41068 members 
Mstep: Class 15 contains 16148 members 
Mstep: Class 16 contains 135409 members 
Mstep: Class 17 contains 3150 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 44699 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 9800 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 5433 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129144.000000 Penalty: 62879.636719
Iteration 135Q: 30 clusters Score -3.412914e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 107511 members 
Mstep: Class 3 contains 5434 members 
Mstep: Class 4 contains 14703 members 
Mstep: Class 5 contains 41334 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 1428 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 46661 members 
Mstep: Class 11 contains 17371 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15128 members 
Mstep: Class 14 contains 41065 members 
Mstep: Class 15 contains 16142 members 
Mstep: Class 16 contains 135409 members 
Mstep: Class 17 contains 3153 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 44700 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 9802 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 5444 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129128.000000 Penalty: 62879.636719
Iteration 136Q: 30 clusters Score -3.412913e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 107508 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 14718 members 
Mstep: Class 5 contains 41334 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 9 contains 1749 members 
Mstep: Class 10 contains 46669 members 
Mstep: Class 11 contains 17367 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 41064 members 
Mstep: Class 15 contains 16134 members 
Mstep: Class 16 contains 135410 members 
Mstep: Class 17 contains 3158 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 5115 members 
Mstep: Class 20 contains 44700 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13576 members 
Mstep: Class 23 contains 9804 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 5445 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129128.000000 Penalty: 62879.636719
Iteration 137Q: 30 clusters Score -3.412913e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107508 members 
Mstep: Class 3 contains 5419 members 
Mstep: Class 4 contains 14734 members 
Mstep: Class 5 contains 41336 members 
Mstep: Class 6 contains 4085 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 47449 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 46670 members 
Mstep: Class 11 contains 17366 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 41063 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 135416 members 
Mstep: Class 17 contains 3161 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 44701 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13575 members 
Mstep: Class 23 contains 9804 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6856 members 
Mstep: Class 27 contains 5444 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129100.000000 Penalty: 62879.636719
Iteration 138Q: 30 clusters Score -3.41291e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107507 members 
Mstep: Class 3 contains 5415 members 
Mstep: Class 4 contains 14754 members 
Mstep: Class 5 contains 41338 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 46671 members 
Mstep: Class 11 contains 17366 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15123 members 
Mstep: Class 14 contains 41062 members 
Mstep: Class 15 contains 16119 members 
Mstep: Class 16 contains 135423 members 
Mstep: Class 17 contains 3162 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 44701 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13574 members 
Mstep: Class 23 contains 9804 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 5442 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129128.000000 Penalty: 62879.636719
Iteration 139Q: 30 clusters Score -3.412913e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 107508 members 
Mstep: Class 3 contains 5410 members 
Mstep: Class 4 contains 14774 members 
Mstep: Class 5 contains 41339 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 46678 members 
Mstep: Class 11 contains 17365 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15120 members 
Mstep: Class 14 contains 41059 members 
Mstep: Class 15 contains 16108 members 
Mstep: Class 16 contains 135423 members 
Mstep: Class 17 contains 3163 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 5118 members 
Mstep: Class 20 contains 44700 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13575 members 
Mstep: Class 23 contains 9806 members 
Mstep: Class 24 contains 7025 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 5442 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129168.000000 Penalty: 62879.636719
Iteration 140F: 30 clusters Score -3.412917e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107509 members 
Mstep: Class 3 contains 5405 members 
Mstep: Class 4 contains 14794 members 
Mstep: Class 5 contains 41338 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 47449 members 
Mstep: Class 9 contains 1748 members 
Mstep: Class 10 contains 46683 members 
Mstep: Class 11 contains 17364 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15116 members 
Mstep: Class 14 contains 41059 members 
Mstep: Class 15 contains 16101 members 
Mstep: Class 16 contains 135425 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 2882 members 
Mstep: Class 19 contains 5119 members 
Mstep: Class 20 contains 44700 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13574 members 
Mstep: Class 23 contains 9806 members 
Mstep: Class 24 contains 7021 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6853 members 
Mstep: Class 27 contains 5438 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129184.000000 Penalty: 62879.636719
Iteration 141Q: 30 clusters Score -3.412918e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107507 members 
Mstep: Class 3 contains 5397 members 
Mstep: Class 4 contains 14807 members 
Mstep: Class 5 contains 41339 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 46693 members 
Mstep: Class 11 contains 17362 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15106 members 
Mstep: Class 14 contains 41061 members 
Mstep: Class 15 contains 16098 members 
Mstep: Class 16 contains 135435 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 2875 members 
Mstep: Class 19 contains 5119 members 
Mstep: Class 20 contains 44700 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 9806 members 
Mstep: Class 24 contains 7017 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 5433 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129200.000000 Penalty: 62879.636719
Iteration 142Q: 30 clusters Score -3.41292e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107508 members 
Mstep: Class 3 contains 5391 members 
Mstep: Class 4 contains 14817 members 
Mstep: Class 5 contains 41340 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 47451 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 46699 members 
Mstep: Class 11 contains 17359 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 41060 members 
Mstep: Class 15 contains 16097 members 
Mstep: Class 16 contains 135439 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 2871 members 
Mstep: Class 19 contains 5120 members 
Mstep: Class 20 contains 44699 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 9808 members 
Mstep: Class 24 contains 7014 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 5430 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129192.000000 Penalty: 62879.636719
Iteration 143Q: 30 clusters Score -3.412919e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107510 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 14823 members 
Mstep: Class 5 contains 41339 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 46705 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15092 members 
Mstep: Class 14 contains 41058 members 
Mstep: Class 15 contains 16094 members 
Mstep: Class 16 contains 135445 members 
Mstep: Class 17 contains 3177 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 5121 members 
Mstep: Class 20 contains 44699 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13579 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 7013 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6853 members 
Mstep: Class 27 contains 5423 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129168.000000 Penalty: 62879.636719
Iteration 144Q: 30 clusters Score -3.412917e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107511 members 
Mstep: Class 3 contains 5384 members 
Mstep: Class 4 contains 14827 members 
Mstep: Class 5 contains 41341 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 47449 members 
Mstep: Class 9 contains 1756 members 
Mstep: Class 10 contains 46712 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15088 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 16090 members 
Mstep: Class 16 contains 135448 members 
Mstep: Class 17 contains 3186 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 5123 members 
Mstep: Class 20 contains 44701 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13584 members 
Mstep: Class 23 contains 9811 members 
Mstep: Class 24 contains 7011 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 5416 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129148.000000 Penalty: 62879.636719
Iteration 145Q: 30 clusters Score -3.412915e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 107507 members 
Mstep: Class 3 contains 5381 members 
Mstep: Class 4 contains 14831 members 
Mstep: Class 5 contains 41343 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 47449 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 46723 members 
Mstep: Class 11 contains 17350 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 41049 members 
Mstep: Class 15 contains 16088 members 
Mstep: Class 16 contains 135458 members 
Mstep: Class 17 contains 3191 members 
Mstep: Class 18 contains 2843 members 
Mstep: Class 19 contains 5124 members 
Mstep: Class 20 contains 44700 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13589 members 
Mstep: Class 23 contains 9811 members 
Mstep: Class 24 contains 7013 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6851 members 
Mstep: Class 27 contains 5413 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129132.000000 Penalty: 62879.636719
Iteration 146Q: 30 clusters Score -3.412913e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 107503 members 
Mstep: Class 3 contains 5376 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 41344 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 47449 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 46733 members 
Mstep: Class 11 contains 17347 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15078 members 
Mstep: Class 14 contains 41046 members 
Mstep: Class 15 contains 16087 members 
Mstep: Class 16 contains 135456 members 
Mstep: Class 17 contains 3197 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 5125 members 
Mstep: Class 20 contains 44698 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13596 members 
Mstep: Class 23 contains 9811 members 
Mstep: Class 24 contains 7014 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6851 members 
Mstep: Class 27 contains 5405 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129076.000000 Penalty: 62879.636719
Iteration 147Q: 30 clusters Score -3.412908e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 107500 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 41345 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 1756 members 
Mstep: Class 10 contains 46731 members 
Mstep: Class 11 contains 17345 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 41040 members 
Mstep: Class 15 contains 16084 members 
Mstep: Class 16 contains 135460 members 
Mstep: Class 17 contains 3200 members 
Mstep: Class 18 contains 2834 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 44697 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13601 members 
Mstep: Class 23 contains 9811 members 
Mstep: Class 24 contains 7014 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6851 members 
Mstep: Class 27 contains 5405 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129140.000000 Penalty: 62879.636719
Iteration 148Q: 30 clusters Score -3.412914e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 107496 members 
Mstep: Class 3 contains 5370 members 
Mstep: Class 4 contains 14847 members 
Mstep: Class 5 contains 41346 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 46738 members 
Mstep: Class 11 contains 17344 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 41038 members 
Mstep: Class 15 contains 16082 members 
Mstep: Class 16 contains 135464 members 
Mstep: Class 17 contains 3203 members 
Mstep: Class 18 contains 2833 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 44695 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13602 members 
Mstep: Class 23 contains 9811 members 
Mstep: Class 24 contains 7017 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6851 members 
Mstep: Class 27 contains 5402 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129152.000000 Penalty: 62879.636719
Iteration 149Q: 30 clusters Score -3.412915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 107494 members 
Mstep: Class 3 contains 5367 members 
Mstep: Class 4 contains 14849 members 
Mstep: Class 5 contains 41349 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 47452 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 46741 members 
Mstep: Class 11 contains 17341 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 41038 members 
Mstep: Class 15 contains 16079 members 
Mstep: Class 16 contains 135471 members 
Mstep: Class 17 contains 3206 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 44692 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13602 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 7019 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6850 members 
Mstep: Class 27 contains 5402 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129156.000000 Penalty: 62879.636719
Iteration 150Q: 30 clusters Score -3.412916e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 107493 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 14858 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 46745 members 
Mstep: Class 11 contains 17339 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15067 members 
Mstep: Class 14 contains 41034 members 
Mstep: Class 15 contains 16075 members 
Mstep: Class 16 contains 135479 members 
Mstep: Class 17 contains 3209 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 44688 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13606 members 
Mstep: Class 23 contains 9809 members 
Mstep: Class 24 contains 7016 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 5396 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129116.000000 Penalty: 62879.636719
Iteration 151Q: 30 clusters Score -3.412912e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 107494 members 
Mstep: Class 3 contains 5359 members 
Mstep: Class 4 contains 14869 members 
Mstep: Class 5 contains 41351 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 10 contains 46749 members 
Mstep: Class 11 contains 17337 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 15061 members 
Mstep: Class 14 contains 41029 members 
Mstep: Class 15 contains 16073 members 
Mstep: Class 16 contains 135489 members 
Mstep: Class 17 contains 3210 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 44686 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13608 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 7011 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 5396 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129156.000000 Penalty: 62879.636719
Iteration 152Q: 30 clusters Score -3.412916e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 107490 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 41350 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 47463 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46750 members 
Mstep: Class 11 contains 17335 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15056 members 
Mstep: Class 14 contains 41025 members 
Mstep: Class 15 contains 16070 members 
Mstep: Class 16 contains 135503 members 
Mstep: Class 17 contains 3212 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 44681 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13611 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 7005 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 5396 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129228.000000 Penalty: 62879.636719
Iteration 153Q: 30 clusters Score -3.412923e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107488 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 14900 members 
Mstep: Class 5 contains 41350 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 47464 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46763 members 
Mstep: Class 11 contains 17333 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15047 members 
Mstep: Class 14 contains 41024 members 
Mstep: Class 15 contains 16069 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 44681 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13613 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 6999 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5397 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129200.000000 Penalty: 62879.636719
Iteration 154Q: 30 clusters Score -3.41292e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107488 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 14916 members 
Mstep: Class 5 contains 41351 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 47464 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46768 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15045 members 
Mstep: Class 14 contains 41020 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 135512 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 44682 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13613 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 6996 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5397 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129204.000000 Penalty: 62879.636719
Iteration 155Q: 30 clusters Score -3.41292e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107489 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 8 contains 47462 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46767 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15042 members 
Mstep: Class 14 contains 41019 members 
Mstep: Class 15 contains 16063 members 
Mstep: Class 16 contains 135515 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 44682 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13615 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 6992 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 5397 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129216.000000 Penalty: 62879.636719
Iteration 156Q: 30 clusters Score -3.412922e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 107490 members 
Mstep: Class 3 contains 5301 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 41353 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 47463 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46774 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15035 members 
Mstep: Class 14 contains 41020 members 
Mstep: Class 15 contains 16061 members 
Mstep: Class 16 contains 135516 members 
Mstep: Class 17 contains 3215 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 5129 members 
Mstep: Class 20 contains 44680 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13614 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 6988 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 5397 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129216.000000 Penalty: 62879.636719
Iteration 157Q: 30 clusters Score -3.412922e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107490 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 47465 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46781 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15035 members 
Mstep: Class 14 contains 41017 members 
Mstep: Class 15 contains 16055 members 
Mstep: Class 16 contains 135515 members 
Mstep: Class 17 contains 3221 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 44679 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13616 members 
Mstep: Class 23 contains 9808 members 
Mstep: Class 24 contains 6984 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5394 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129196.000000 Penalty: 62879.636719
Iteration 158Q: 30 clusters Score -3.41292e+07 nChanged 52
Entering ConstructFrom: 
Score: -34129196.000000 Penalty: 62879.636719
Entering ConstructFrom: 
Trying to split cluster 1 (12658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Entering Unmasked Estep 
Score: -733483.750000 Penalty: 1534.982300
	Iteration 0F: 2 clusters Score -733483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -724697.312500 Penalty: 3069.964600
	Iteration 0F: 3 clusters Score -724697.3 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -727711.625000 Penalty: 3069.964600
	Iteration 1F: 3 clusters Score -727711.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -727993.562500 Penalty: 3069.964600
	Iteration 2F: 3 clusters Score -727993.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -728267.750000 Penalty: 3069.964600
	Iteration 3F: 3 clusters Score -728267.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -728528.750000 Penalty: 3069.964600
	Iteration 4Q: 3 clusters Score -728528.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -728797.000000 Penalty: 3069.964600
	Iteration 5Q: 3 clusters Score -728797 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -729066.062500 Penalty: 3069.964600
	Iteration 6Q: 3 clusters Score -729066.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -729371.125000 Penalty: 3069.964600
	Iteration 7Q: 3 clusters Score -729371.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -729674.500000 Penalty: 3069.964600
	Iteration 8Q: 3 clusters Score -729674.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -729996.000000 Penalty: 3069.964600
	Iteration 9Q: 3 clusters Score -729996 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -730354.187500 Penalty: 3069.964600
	Iteration 10Q: 3 clusters Score -730354.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -730689.750000 Penalty: 3069.964600
	Iteration 11Q: 3 clusters Score -730689.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -731014.625000 Penalty: 3069.964600
	Iteration 12Q: 3 clusters Score -731014.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -731303.937500 Penalty: 3069.964600
	Iteration 13Q: 3 clusters Score -731303.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -731555.250000 Penalty: 3069.964600
	Iteration 14Q: 3 clusters Score -731555.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -731730.125000 Penalty: 3069.964600
	Iteration 15Q: 3 clusters Score -731730.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -731847.937500 Penalty: 3069.964600
	Iteration 16Q: 3 clusters Score -731847.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -731938.562500 Penalty: 3069.964600
	Iteration 17Q: 3 clusters Score -731938.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -732003.312500 Penalty: 3069.964600
	Iteration 18Q: 3 clusters Score -732003.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -732061.250000 Penalty: 3069.964600
	Iteration 19Q: 3 clusters Score -732061.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -732122.125000 Penalty: 3069.964600
	Iteration 20F: 3 clusters Score -732122.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -732160.812500 Penalty: 3069.964600
	Iteration 21Q: 3 clusters Score -732160.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -732196.500000 Penalty: 3069.964600
	Iteration 22Q: 3 clusters Score -732196.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -732217.312500 Penalty: 3069.964600
	Iteration 23Q: 3 clusters Score -732217.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -732230.625000 Penalty: 3069.964600
	Iteration 24Q: 3 clusters Score -732230.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -732243.750000 Penalty: 3069.964600
	Iteration 25Q: 3 clusters Score -732243.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -732255.750000 Penalty: 3069.964600
	Iteration 26Q: 3 clusters Score -732255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -732265.187500 Penalty: 3069.964600
	Iteration 27Q: 3 clusters Score -732265.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -732275.312500 Penalty: 3069.964600
	Iteration 28Q: 3 clusters Score -732275.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -732288.187500 Penalty: 3069.964600
	Iteration 29Q: 3 clusters Score -732288.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -732296.500000 Penalty: 3069.964600
	Iteration 30Q: 3 clusters Score -732296.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -732309.062500 Penalty: 3069.964600
	Iteration 31Q: 3 clusters Score -732309.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -732319.500000 Penalty: 3069.964600
	Iteration 32Q: 3 clusters Score -732319.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -732332.312500 Penalty: 3069.964600
	Iteration 33Q: 3 clusters Score -732332.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -732339.312500 Penalty: 3069.964600
	Iteration 34Q: 3 clusters Score -732339.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -732350.437500 Penalty: 3069.964600
	Iteration 35Q: 3 clusters Score -732350.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -732360.937500 Penalty: 3069.964600
	Iteration 36Q: 3 clusters Score -732360.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -732365.937500 Penalty: 3069.964600
	Iteration 37Q: 3 clusters Score -732365.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -732377.750000 Penalty: 3069.964600
	Iteration 38Q: 3 clusters Score -732377.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -732383.625000 Penalty: 3069.964600
	Iteration 39Q: 3 clusters Score -732383.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -732388.375000 Penalty: 3069.964600
	Iteration 40F: 3 clusters Score -732388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -732389.375000 Penalty: 3069.964600
	Iteration 41Q: 3 clusters Score -732389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -732392.000000 Penalty: 3069.964600
	Iteration 42Q: 3 clusters Score -732392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -732392.000000 Penalty: 3069.964600
	Iteration 43F: 3 clusters Score -732392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Entering Unmasked Estep 
Score: -6411538.000000 Penalty: 1882.587402
	Iteration 0F: 2 clusters Score -6411538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -6339552.000000 Penalty: 3765.174805
	Iteration 0F: 3 clusters Score -6339552 nChanged 51317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -6369128.000000 Penalty: 3765.174805
	Iteration 1F: 3 clusters Score -6369128 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -6369907.500000 Penalty: 3765.174805
	Iteration 2Q: 3 clusters Score -6369908 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -6370905.500000 Penalty: 3765.174805
	Iteration 3Q: 3 clusters Score -6370906 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -6372328.500000 Penalty: 3765.174805
	Iteration 4Q: 3 clusters Score -6372328 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -6374375.000000 Penalty: 3765.174805
	Iteration 5Q: 3 clusters Score -6374375 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -6377272.000000 Penalty: 3765.174805
	Iteration 6Q: 3 clusters Score -6377272 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -6381066.500000 Penalty: 3765.174805
	Iteration 7F: 3 clusters Score -6381066 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -6385902.500000 Penalty: 3765.174805
	Iteration 8F: 3 clusters Score -6385902 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6391443.000000 Penalty: 3765.174805
	Iteration 9F: 3 clusters Score -6391443 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -6397193.500000 Penalty: 3765.174805
	Iteration 10F: 3 clusters Score -6397194 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -6402084.000000 Penalty: 3765.174805
	Iteration 11F: 3 clusters Score -6402084 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100638 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -6405487.500000 Penalty: 3765.174805
	Iteration 12Q: 3 clusters Score -6405488 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -6407389.000000 Penalty: 3765.174805
	Iteration 13Q: 3 clusters Score -6407389 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104953 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6408502.500000 Penalty: 3765.174805
	Iteration 14Q: 3 clusters Score -6408502 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6409068.500000 Penalty: 3765.174805
	Iteration 15Q: 3 clusters Score -6409068 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106274 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6409378.000000 Penalty: 3765.174805
	Iteration 16Q: 3 clusters Score -6409378 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106532 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6409556.000000 Penalty: 3765.174805
	Iteration 17Q: 3 clusters Score -6409556 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6409681.500000 Penalty: 3765.174805
	Iteration 18Q: 3 clusters Score -6409682 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6409748.500000 Penalty: 3765.174805
	Iteration 19Q: 3 clusters Score -6409748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106848 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6409804.000000 Penalty: 3765.174805
	Iteration 20F: 3 clusters Score -6409804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106890 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6409841.500000 Penalty: 3765.174805
	Iteration 21Q: 3 clusters Score -6409842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106913 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6409869.000000 Penalty: 3765.174805
	Iteration 22Q: 3 clusters Score -6409869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6409891.500000 Penalty: 3765.174805
	Iteration 23Q: 3 clusters Score -6409892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106959 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6409907.500000 Penalty: 3765.174805
	Iteration 24Q: 3 clusters Score -6409908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6409914.000000 Penalty: 3765.174805
	Iteration 25Q: 3 clusters Score -6409914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6409933.500000 Penalty: 3765.174805
	Iteration 26Q: 3 clusters Score -6409934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6409939.000000 Penalty: 3765.174805
	Iteration 27Q: 3 clusters Score -6409939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6409943.500000 Penalty: 3765.174805
	Iteration 28Q: 3 clusters Score -6409944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107003 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6409947.500000 Penalty: 3765.174805
	Iteration 29Q: 3 clusters Score -6409948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107010 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6409957.000000 Penalty: 3765.174805
	Iteration 30Q: 3 clusters Score -6409957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6409967.000000 Penalty: 3765.174805
	Iteration 31Q: 3 clusters Score -6409967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6409970.500000 Penalty: 3765.174805
	Iteration 32Q: 3 clusters Score -6409970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6409977.500000 Penalty: 3765.174805
	Iteration 33Q: 3 clusters Score -6409978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6409976.500000 Penalty: 3765.174805
	Iteration 34Q: 3 clusters Score -6409976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6409977.000000 Penalty: 3765.174805
	Iteration 35Q: 3 clusters Score -6409977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6409980.500000 Penalty: 3765.174805
	Iteration 36Q: 3 clusters Score -6409980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6409981.000000 Penalty: 3765.174805
	Iteration 37Q: 3 clusters Score -6409981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6409978.500000 Penalty: 3765.174805
	Iteration 38Q: 3 clusters Score -6409978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6409979.000000 Penalty: 3765.174805
	Iteration 39Q: 3 clusters Score -6409979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6409981.500000 Penalty: 3765.174805
	Iteration 40F: 3 clusters Score -6409982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -273890.687500 Penalty: 1392.188843
	Iteration 0F: 2 clusters Score -273890.7 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 2702 members 
Entering Unmasked Estep 
Score: -269769.218750 Penalty: 2784.377686
	Iteration 0F: 3 clusters Score -269769.2 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -271109.218750 Penalty: 2784.377686
	Iteration 1F: 3 clusters Score -271109.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -271653.250000 Penalty: 2784.377686
	Iteration 2F: 3 clusters Score -271653.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -272145.437500 Penalty: 2784.377686
	Iteration 3F: 3 clusters Score -272145.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -272452.156250 Penalty: 2784.377686
	Iteration 4F: 3 clusters Score -272452.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -272696.062500 Penalty: 2784.377686
	Iteration 5F: 3 clusters Score -272696.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -272858.562500 Penalty: 2784.377686
	Iteration 6Q: 3 clusters Score -272858.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -272966.062500 Penalty: 2784.377686
	Iteration 7Q: 3 clusters Score -272966.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -273019.906250 Penalty: 2784.377686
	Iteration 8Q: 3 clusters Score -273019.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -273055.531250 Penalty: 2784.377686
	Iteration 9Q: 3 clusters Score -273055.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -273087.687500 Penalty: 2784.377686
	Iteration 10Q: 3 clusters Score -273087.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -273114.781250 Penalty: 2784.377686
	Iteration 11Q: 3 clusters Score -273114.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -273130.312500 Penalty: 2784.377686
	Iteration 12Q: 3 clusters Score -273130.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -273148.218750 Penalty: 2784.377686
	Iteration 13Q: 3 clusters Score -273148.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -273168.156250 Penalty: 2784.377686
	Iteration 14Q: 3 clusters Score -273168.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -273183.093750 Penalty: 2784.377686
	Iteration 15Q: 3 clusters Score -273183.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -273196.281250 Penalty: 2784.377686
	Iteration 16Q: 3 clusters Score -273196.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -273207.812500 Penalty: 2784.377686
	Iteration 17Q: 3 clusters Score -273207.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -273216.312500 Penalty: 2784.377686
	Iteration 18Q: 3 clusters Score -273216.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -273225.750000 Penalty: 2784.377686
	Iteration 19Q: 3 clusters Score -273225.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -273230.937500 Penalty: 2784.377686
	Iteration 20F: 3 clusters Score -273230.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -273237.875000 Penalty: 2784.377686
	Iteration 21Q: 3 clusters Score -273237.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -273244.750000 Penalty: 2784.377686
	Iteration 22Q: 3 clusters Score -273244.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -273248.750000 Penalty: 2784.377686
	Iteration 23Q: 3 clusters Score -273248.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -273252.906250 Penalty: 2784.377686
	Iteration 24Q: 3 clusters Score -273252.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -273255.750000 Penalty: 2784.377686
	Iteration 25Q: 3 clusters Score -273255.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -273258.625000 Penalty: 2784.377686
	Iteration 26Q: 3 clusters Score -273258.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -273260.500000 Penalty: 2784.377686
	Iteration 27Q: 3 clusters Score -273260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -273261.250000 Penalty: 2784.377686
	Iteration 28Q: 3 clusters Score -273261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -273262.062500 Penalty: 2784.377686
	Iteration 29Q: 3 clusters Score -273262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -273263.625000 Penalty: 2784.377686
	Iteration 30Q: 3 clusters Score -273263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -273264.281250 Penalty: 2784.377686
	Iteration 31Q: 3 clusters Score -273264.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -273265.562500 Penalty: 2784.377686
	Iteration 32Q: 3 clusters Score -273265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -273265.906250 Penalty: 2784.377686
	Iteration 33Q: 3 clusters Score -273265.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -273265.937500 Penalty: 2784.377686
	Iteration 34Q: 3 clusters Score -273265.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -273266.218750 Penalty: 2784.377686
	Iteration 35Q: 3 clusters Score -273266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -273267.562500 Penalty: 2784.377686
	Iteration 36Q: 3 clusters Score -273267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -273268.187500 Penalty: 2784.377686
	Iteration 37Q: 3 clusters Score -273268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -273269.625000 Penalty: 2784.377686
	Iteration 38Q: 3 clusters Score -273269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -273269.812500 Penalty: 2784.377686
	Iteration 39Q: 3 clusters Score -273269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -273269.593750 Penalty: 2784.377686
	Iteration 40F: 3 clusters Score -273269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -273270.468750 Penalty: 2784.377686
	Iteration 41Q: 3 clusters Score -273270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -273270.468750 Penalty: 2784.377686
	Iteration 42F: 3 clusters Score -273270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Entering Unmasked Estep 
Score: -842084.375000 Penalty: 1562.579224
	Iteration 0F: 2 clusters Score -842084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -831683.125000 Penalty: 3125.158447
	Iteration 0F: 3 clusters Score -831683.1 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -835394.875000 Penalty: 3125.158447
	Iteration 1F: 3 clusters Score -835394.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -835763.875000 Penalty: 3125.158447
	Iteration 2F: 3 clusters Score -835763.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -836091.125000 Penalty: 3125.158447
	Iteration 3Q: 3 clusters Score -836091.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -836509.812500 Penalty: 3125.158447
	Iteration 4Q: 3 clusters Score -836509.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -837033.875000 Penalty: 3125.158447
	Iteration 5F: 3 clusters Score -837033.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -837599.812500 Penalty: 3125.158447
	Iteration 6F: 3 clusters Score -837599.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -838143.000000 Penalty: 3125.158447
	Iteration 7F: 3 clusters Score -838143 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -838658.687500 Penalty: 3125.158447
	Iteration 8F: 3 clusters Score -838658.7 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -839127.937500 Penalty: 3125.158447
	Iteration 9Q: 3 clusters Score -839127.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -839508.250000 Penalty: 3125.158447
	Iteration 10Q: 3 clusters Score -839508.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -839764.250000 Penalty: 3125.158447
	Iteration 11Q: 3 clusters Score -839764.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -839943.937500 Penalty: 3125.158447
	Iteration 12Q: 3 clusters Score -839943.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -840079.437500 Penalty: 3125.158447
	Iteration 13Q: 3 clusters Score -840079.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -840181.437500 Penalty: 3125.158447
	Iteration 14Q: 3 clusters Score -840181.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -840261.625000 Penalty: 3125.158447
	Iteration 15Q: 3 clusters Score -840261.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -840335.125000 Penalty: 3125.158447
	Iteration 16Q: 3 clusters Score -840335.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -840395.000000 Penalty: 3125.158447
	Iteration 17Q: 3 clusters Score -840395 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -840438.812500 Penalty: 3125.158447
	Iteration 18Q: 3 clusters Score -840438.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -840473.062500 Penalty: 3125.158447
	Iteration 19Q: 3 clusters Score -840473.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -840504.875000 Penalty: 3125.158447
	Iteration 20F: 3 clusters Score -840504.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -840526.812500 Penalty: 3125.158447
	Iteration 21Q: 3 clusters Score -840526.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -840547.875000 Penalty: 3125.158447
	Iteration 22Q: 3 clusters Score -840547.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -840563.937500 Penalty: 3125.158447
	Iteration 23Q: 3 clusters Score -840563.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -840578.500000 Penalty: 3125.158447
	Iteration 24Q: 3 clusters Score -840578.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -840588.125000 Penalty: 3125.158447
	Iteration 25Q: 3 clusters Score -840588.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -840604.062500 Penalty: 3125.158447
	Iteration 26Q: 3 clusters Score -840604.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -840617.000000 Penalty: 3125.158447
	Iteration 27Q: 3 clusters Score -840617 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -840633.000000 Penalty: 3125.158447
	Iteration 28Q: 3 clusters Score -840633 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -840647.187500 Penalty: 3125.158447
	Iteration 29Q: 3 clusters Score -840647.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -840660.687500 Penalty: 3125.158447
	Iteration 30Q: 3 clusters Score -840660.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -840678.812500 Penalty: 3125.158447
	Iteration 31Q: 3 clusters Score -840678.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -840693.250000 Penalty: 3125.158447
	Iteration 32Q: 3 clusters Score -840693.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -840709.062500 Penalty: 3125.158447
	Iteration 33Q: 3 clusters Score -840709.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -840723.312500 Penalty: 3125.158447
	Iteration 34Q: 3 clusters Score -840723.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -840743.000000 Penalty: 3125.158447
	Iteration 35Q: 3 clusters Score -840743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -840755.625000 Penalty: 3125.158447
	Iteration 36Q: 3 clusters Score -840755.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -840770.375000 Penalty: 3125.158447
	Iteration 37Q: 3 clusters Score -840770.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -840787.562500 Penalty: 3125.158447
	Iteration 38Q: 3 clusters Score -840787.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -840801.187500 Penalty: 3125.158447
	Iteration 39Q: 3 clusters Score -840801.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -840819.000000 Penalty: 3125.158447
	Iteration 40F: 3 clusters Score -840819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -840826.187500 Penalty: 3125.158447
	Iteration 41Q: 3 clusters Score -840826.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -840836.312500 Penalty: 3125.158447
	Iteration 42Q: 3 clusters Score -840836.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -840841.375000 Penalty: 3125.158447
	Iteration 43Q: 3 clusters Score -840841.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -840849.312500 Penalty: 3125.158447
	Iteration 44Q: 3 clusters Score -840849.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -840854.625000 Penalty: 3125.158447
	Iteration 45Q: 3 clusters Score -840854.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -840859.437500 Penalty: 3125.158447
	Iteration 46Q: 3 clusters Score -840859.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -840865.875000 Penalty: 3125.158447
	Iteration 47Q: 3 clusters Score -840865.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -840874.187500 Penalty: 3125.158447
	Iteration 48Q: 3 clusters Score -840874.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -840879.062500 Penalty: 3125.158447
	Iteration 49Q: 3 clusters Score -840879.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -840884.375000 Penalty: 3125.158447
	Iteration 50Q: 3 clusters Score -840884.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -840885.750000 Penalty: 3125.158447
	Iteration 51Q: 3 clusters Score -840885.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -840890.375000 Penalty: 3125.158447
	Iteration 52Q: 3 clusters Score -840890.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -840892.312500 Penalty: 3125.158447
	Iteration 53Q: 3 clusters Score -840892.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -840896.187500 Penalty: 3125.158447
	Iteration 54Q: 3 clusters Score -840896.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -840900.687500 Penalty: 3125.158447
	Iteration 55Q: 3 clusters Score -840900.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -840904.687500 Penalty: 3125.158447
	Iteration 56Q: 3 clusters Score -840904.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -840908.687500 Penalty: 3125.158447
	Iteration 57Q: 3 clusters Score -840908.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -840912.437500 Penalty: 3125.158447
	Iteration 58Q: 3 clusters Score -840912.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -840912.375000 Penalty: 3125.158447
	Iteration 59Q: 3 clusters Score -840912.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -840920.750000 Penalty: 3125.158447
	Iteration 60F: 3 clusters Score -840920.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -840921.750000 Penalty: 3125.158447
	Iteration 61Q: 3 clusters Score -840921.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -840926.312500 Penalty: 3125.158447
	Iteration 62Q: 3 clusters Score -840926.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -840927.000000 Penalty: 3125.158447
	Iteration 63Q: 3 clusters Score -840927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -840929.750000 Penalty: 3125.158447
	Iteration 64Q: 3 clusters Score -840929.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -840931.125000 Penalty: 3125.158447
	Iteration 65Q: 3 clusters Score -840931.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -840936.062500 Penalty: 3125.158447
	Iteration 66Q: 3 clusters Score -840936.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -840944.500000 Penalty: 3125.158447
	Iteration 67Q: 3 clusters Score -840944.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -840948.750000 Penalty: 3125.158447
	Iteration 68Q: 3 clusters Score -840948.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -840952.250000 Penalty: 3125.158447
	Iteration 69Q: 3 clusters Score -840952.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -840951.875000 Penalty: 3125.158447
	Iteration 70Q: 3 clusters Score -840951.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -840957.250000 Penalty: 3125.158447
	Iteration 71Q: 3 clusters Score -840957.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -840964.562500 Penalty: 3125.158447
	Iteration 72Q: 3 clusters Score -840964.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -840971.687500 Penalty: 3125.158447
	Iteration 73Q: 3 clusters Score -840971.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -840975.625000 Penalty: 3125.158447
	Iteration 74Q: 3 clusters Score -840975.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -840977.875000 Penalty: 3125.158447
	Iteration 75Q: 3 clusters Score -840977.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -840980.187500 Penalty: 3125.158447
	Iteration 76Q: 3 clusters Score -840980.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -840990.125000 Penalty: 3125.158447
	Iteration 77Q: 3 clusters Score -840990.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -840991.500000 Penalty: 3125.158447
	Iteration 78Q: 3 clusters Score -840991.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -840993.562500 Penalty: 3125.158447
	Iteration 79Q: 3 clusters Score -840993.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -840997.250000 Penalty: 3125.158447
	Iteration 80F: 3 clusters Score -840997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -840996.187500 Penalty: 3125.158447
	Iteration 81Q: 3 clusters Score -840996.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -841000.125000 Penalty: 3125.158447
	Iteration 82Q: 3 clusters Score -841000.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -841002.687500 Penalty: 3125.158447
	Iteration 83Q: 3 clusters Score -841002.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -841005.062500 Penalty: 3125.158447
	Iteration 84Q: 3 clusters Score -841005.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -841005.812500 Penalty: 3125.158447
	Iteration 85Q: 3 clusters Score -841005.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -841008.312500 Penalty: 3125.158447
	Iteration 86Q: 3 clusters Score -841008.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -841011.875000 Penalty: 3125.158447
	Iteration 87Q: 3 clusters Score -841011.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -841012.062500 Penalty: 3125.158447
	Iteration 88Q: 3 clusters Score -841012.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -841014.750000 Penalty: 3125.158447
	Iteration 89Q: 3 clusters Score -841014.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -841015.812500 Penalty: 3125.158447
	Iteration 90Q: 3 clusters Score -841015.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -841018.187500 Penalty: 3125.158447
	Iteration 91Q: 3 clusters Score -841018.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -841019.750000 Penalty: 3125.158447
	Iteration 92Q: 3 clusters Score -841019.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -841024.250000 Penalty: 3125.158447
	Iteration 93Q: 3 clusters Score -841024.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -841026.250000 Penalty: 3125.158447
	Iteration 94Q: 3 clusters Score -841026.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -841028.625000 Penalty: 3125.158447
	Iteration 95Q: 3 clusters Score -841028.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -841030.625000 Penalty: 3125.158447
	Iteration 96Q: 3 clusters Score -841030.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -841031.062500 Penalty: 3125.158447
	Iteration 97Q: 3 clusters Score -841031.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -841032.125000 Penalty: 3125.158447
	Iteration 98Q: 3 clusters Score -841032.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -841031.937500 Penalty: 3125.158447
	Iteration 99Q: 3 clusters Score -841031.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -841035.875000 Penalty: 3125.158447
	Iteration 100F: 3 clusters Score -841035.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -841034.937500 Penalty: 3125.158447
	Iteration 101Q: 3 clusters Score -841034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -841034.062500 Penalty: 3125.158447
	Iteration 102Q: 3 clusters Score -841034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -841035.500000 Penalty: 3125.158447
	Iteration 103Q: 3 clusters Score -841035.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -841037.812500 Penalty: 3125.158447
	Iteration 104Q: 3 clusters Score -841037.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -841038.812500 Penalty: 3125.158447
	Iteration 105Q: 3 clusters Score -841038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -841038.062500 Penalty: 3125.158447
	Iteration 106Q: 3 clusters Score -841038.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -841039.687500 Penalty: 3125.158447
	Iteration 107Q: 3 clusters Score -841039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -841039.375000 Penalty: 3125.158447
	Iteration 108Q: 3 clusters Score -841039.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -841041.625000 Penalty: 3125.158447
	Iteration 109Q: 3 clusters Score -841041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -841039.000000 Penalty: 3125.158447
	Iteration 110Q: 3 clusters Score -841039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -841041.562500 Penalty: 3125.158447
	Iteration 111Q: 3 clusters Score -841041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -841038.937500 Penalty: 3125.158447
	Iteration 112Q: 3 clusters Score -841038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -841042.937500 Penalty: 3125.158447
	Iteration 113Q: 3 clusters Score -841042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -841042.937500 Penalty: 3125.158447
	Iteration 114Q: 3 clusters Score -841042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -841046.375000 Penalty: 3125.158447
	Iteration 115Q: 3 clusters Score -841046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -841044.875000 Penalty: 3125.158447
	Iteration 116Q: 3 clusters Score -841044.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -841046.062500 Penalty: 3125.158447
	Iteration 117Q: 3 clusters Score -841046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -841045.000000 Penalty: 3125.158447
	Iteration 118Q: 3 clusters Score -841045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -841046.000000 Penalty: 3125.158447
	Iteration 119Q: 3 clusters Score -841046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -841050.250000 Penalty: 3125.158447
	Iteration 120F: 3 clusters Score -841050.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -841051.812500 Penalty: 3125.158447
	Iteration 121Q: 3 clusters Score -841051.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -841051.500000 Penalty: 3125.158447
	Iteration 122Q: 3 clusters Score -841051.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -841052.750000 Penalty: 3125.158447
	Iteration 123Q: 3 clusters Score -841052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -841052.375000 Penalty: 3125.158447
	Iteration 124Q: 3 clusters Score -841052.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -841051.750000 Penalty: 3125.158447
	Iteration 125Q: 3 clusters Score -841051.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -841050.562500 Penalty: 3125.158447
	Iteration 126Q: 3 clusters Score -841050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -841050.500000 Penalty: 3125.158447
	Iteration 127Q: 3 clusters Score -841050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -841052.062500 Penalty: 3125.158447
	Iteration 128Q: 3 clusters Score -841052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -841053.250000 Penalty: 3125.158447
	Iteration 129Q: 3 clusters Score -841053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -841055.875000 Penalty: 3125.158447
	Iteration 130Q: 3 clusters Score -841055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -841056.625000 Penalty: 3125.158447
	Iteration 131Q: 3 clusters Score -841056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -841057.000000 Penalty: 3125.158447
	Iteration 132Q: 3 clusters Score -841057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -841056.812500 Penalty: 3125.158447
	Iteration 133Q: 3 clusters Score -841056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -841057.500000 Penalty: 3125.158447
	Iteration 134Q: 3 clusters Score -841057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -841056.937500 Penalty: 3125.158447
	Iteration 135Q: 3 clusters Score -841056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -841056.937500 Penalty: 3125.158447
	Iteration 136F: 3 clusters Score -841056.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Entering Unmasked Estep 
Score: -2395370.750000 Penalty: 1727.354858
	Iteration 0F: 2 clusters Score -2395371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2367774.250000 Penalty: 3454.709717
	Iteration 0F: 3 clusters Score -2367774 nChanged 19278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2378479.000000 Penalty: 3454.709717
	Iteration 1F: 3 clusters Score -2378479 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2378946.750000 Penalty: 3454.709717
	Iteration 2Q: 3 clusters Score -2378947 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2379465.750000 Penalty: 3454.709717
	Iteration 3Q: 3 clusters Score -2379466 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2380099.750000 Penalty: 3454.709717
	Iteration 4Q: 3 clusters Score -2380100 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2380931.750000 Penalty: 3454.709717
	Iteration 5Q: 3 clusters Score -2380932 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -2382027.750000 Penalty: 3454.709717
	Iteration 6Q: 3 clusters Score -2382028 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -2383386.750000 Penalty: 3454.709717
	Iteration 7F: 3 clusters Score -2383387 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -2384994.250000 Penalty: 3454.709717
	Iteration 8F: 3 clusters Score -2384994 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -2386683.750000 Penalty: 3454.709717
	Iteration 9F: 3 clusters Score -2386684 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -2388189.500000 Penalty: 3454.709717
	Iteration 10Q: 3 clusters Score -2388190 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -2389370.000000 Penalty: 3454.709717
	Iteration 11Q: 3 clusters Score -2389370 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -2390165.500000 Penalty: 3454.709717
	Iteration 12Q: 3 clusters Score -2390166 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -2390778.500000 Penalty: 3454.709717
	Iteration 13Q: 3 clusters Score -2390778 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -2391296.000000 Penalty: 3454.709717
	Iteration 14Q: 3 clusters Score -2391296 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -2391764.500000 Penalty: 3454.709717
	Iteration 15Q: 3 clusters Score -2391764 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -2392186.750000 Penalty: 3454.709717
	Iteration 16Q: 3 clusters Score -2392187 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -2392550.000000 Penalty: 3454.709717
	Iteration 17Q: 3 clusters Score -2392550 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -2392914.750000 Penalty: 3454.709717
	Iteration 18Q: 3 clusters Score -2392915 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -2393254.000000 Penalty: 3454.709717
	Iteration 19Q: 3 clusters Score -2393254 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -2393541.250000 Penalty: 3454.709717
	Iteration 20F: 3 clusters Score -2393541 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -2393767.500000 Penalty: 3454.709717
	Iteration 21Q: 3 clusters Score -2393768 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -2393944.750000 Penalty: 3454.709717
	Iteration 22Q: 3 clusters Score -2393945 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -2394050.000000 Penalty: 3454.709717
	Iteration 23Q: 3 clusters Score -2394050 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -2394120.250000 Penalty: 3454.709717
	Iteration 24Q: 3 clusters Score -2394120 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -2394143.000000 Penalty: 3454.709717
	Iteration 25Q: 3 clusters Score -2394143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -2394163.000000 Penalty: 3454.709717
	Iteration 26Q: 3 clusters Score -2394163 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -2394178.500000 Penalty: 3454.709717
	Iteration 27Q: 3 clusters Score -2394178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -2394191.250000 Penalty: 3454.709717
	Iteration 28Q: 3 clusters Score -2394191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -2394201.500000 Penalty: 3454.709717
	Iteration 29Q: 3 clusters Score -2394202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -2394207.750000 Penalty: 3454.709717
	Iteration 30Q: 3 clusters Score -2394208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -2394213.500000 Penalty: 3454.709717
	Iteration 31Q: 3 clusters Score -2394214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -2394217.250000 Penalty: 3454.709717
	Iteration 32Q: 3 clusters Score -2394217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -2394219.000000 Penalty: 3454.709717
	Iteration 33Q: 3 clusters Score -2394219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -2394223.750000 Penalty: 3454.709717
	Iteration 34Q: 3 clusters Score -2394224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -2394226.500000 Penalty: 3454.709717
	Iteration 35Q: 3 clusters Score -2394226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -2394228.500000 Penalty: 3454.709717
	Iteration 36Q: 3 clusters Score -2394228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -2394233.750000 Penalty: 3454.709717
	Iteration 37Q: 3 clusters Score -2394234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -2394241.250000 Penalty: 3454.709717
	Iteration 38Q: 3 clusters Score -2394241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -2394244.000000 Penalty: 3454.709717
	Iteration 39Q: 3 clusters Score -2394244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -2394243.000000 Penalty: 3454.709717
	Iteration 40F: 3 clusters Score -2394243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -2394247.250000 Penalty: 3454.709717
	Iteration 41Q: 3 clusters Score -2394247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -2394246.000000 Penalty: 3454.709717
	Iteration 42Q: 3 clusters Score -2394246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -2394248.750000 Penalty: 3454.709717
	Iteration 43Q: 3 clusters Score -2394249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -2394248.000000 Penalty: 3454.709717
	Iteration 44Q: 3 clusters Score -2394248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -2394247.750000 Penalty: 3454.709717
	Iteration 45Q: 3 clusters Score -2394248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -2394250.250000 Penalty: 3454.709717
	Iteration 46Q: 3 clusters Score -2394250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -2394250.250000 Penalty: 3454.709717
	Iteration 47F: 3 clusters Score -2394250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -207449.390625 Penalty: 1351.755981
	Iteration 0F: 2 clusters Score -207449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -204054.734375 Penalty: 2703.511963
	Iteration 0F: 3 clusters Score -204054.7 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -204947.859375 Penalty: 2703.511963
	Iteration 1F: 3 clusters Score -204947.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -205113.765625 Penalty: 2703.511963
	Iteration 2F: 3 clusters Score -205113.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -205258.859375 Penalty: 2703.511963
	Iteration 3F: 3 clusters Score -205258.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -205422.859375 Penalty: 2703.511963
	Iteration 4F: 3 clusters Score -205422.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -205602.781250 Penalty: 2703.511963
	Iteration 5F: 3 clusters Score -205602.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -205788.281250 Penalty: 2703.511963
	Iteration 6F: 3 clusters Score -205788.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -205951.859375 Penalty: 2703.511963
	Iteration 7Q: 3 clusters Score -205951.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -206067.796875 Penalty: 2703.511963
	Iteration 8Q: 3 clusters Score -206067.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -206158.484375 Penalty: 2703.511963
	Iteration 9Q: 3 clusters Score -206158.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -206241.031250 Penalty: 2703.511963
	Iteration 10Q: 3 clusters Score -206241 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -206304.359375 Penalty: 2703.511963
	Iteration 11Q: 3 clusters Score -206304.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -206346.328125 Penalty: 2703.511963
	Iteration 12Q: 3 clusters Score -206346.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -206389.171875 Penalty: 2703.511963
	Iteration 13Q: 3 clusters Score -206389.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -206424.156250 Penalty: 2703.511963
	Iteration 14Q: 3 clusters Score -206424.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -206445.390625 Penalty: 2703.511963
	Iteration 15Q: 3 clusters Score -206445.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -206463.000000 Penalty: 2703.511963
	Iteration 16Q: 3 clusters Score -206463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -206468.046875 Penalty: 2703.511963
	Iteration 17Q: 3 clusters Score -206468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -206471.703125 Penalty: 2703.511963
	Iteration 18Q: 3 clusters Score -206471.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -206475.281250 Penalty: 2703.511963
	Iteration 19Q: 3 clusters Score -206475.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -206479.562500 Penalty: 2703.511963
	Iteration 20F: 3 clusters Score -206479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -206487.171875 Penalty: 2703.511963
	Iteration 21Q: 3 clusters Score -206487.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -206495.234375 Penalty: 2703.511963
	Iteration 22Q: 3 clusters Score -206495.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -206501.281250 Penalty: 2703.511963
	Iteration 23Q: 3 clusters Score -206501.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -206503.656250 Penalty: 2703.511963
	Iteration 24Q: 3 clusters Score -206503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -206505.562500 Penalty: 2703.511963
	Iteration 25Q: 3 clusters Score -206505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -206509.781250 Penalty: 2703.511963
	Iteration 26Q: 3 clusters Score -206509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -206514.703125 Penalty: 2703.511963
	Iteration 27Q: 3 clusters Score -206514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -206518.578125 Penalty: 2703.511963
	Iteration 28Q: 3 clusters Score -206518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -206520.640625 Penalty: 2703.511963
	Iteration 29Q: 3 clusters Score -206520.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -206521.125000 Penalty: 2703.511963
	Iteration 30Q: 3 clusters Score -206521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -206522.062500 Penalty: 2703.511963
	Iteration 31Q: 3 clusters Score -206522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -206522.468750 Penalty: 2703.511963
	Iteration 32Q: 3 clusters Score -206522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -206523.000000 Penalty: 2703.511963
	Iteration 33Q: 3 clusters Score -206523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -206523.000000 Penalty: 2703.511963
	Iteration 34F: 3 clusters Score -206523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -74404.078125 Penalty: 1181.990356
	Iteration 0F: 2 clusters Score -74404.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -72717.750000 Penalty: 2363.980713
	Iteration 0F: 3 clusters Score -72717.75 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -73121.984375 Penalty: 2363.980713
	Iteration 1F: 3 clusters Score -73121.98 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -73263.937500 Penalty: 2363.980713
	Iteration 2F: 3 clusters Score -73263.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -73339.476562 Penalty: 2363.980713
	Iteration 3F: 3 clusters Score -73339.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -73397.437500 Penalty: 2363.980713
	Iteration 4Q: 3 clusters Score -73397.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -73434.648438 Penalty: 2363.980713
	Iteration 5Q: 3 clusters Score -73434.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -73464.812500 Penalty: 2363.980713
	Iteration 6Q: 3 clusters Score -73464.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -73497.328125 Penalty: 2363.980713
	Iteration 7Q: 3 clusters Score -73497.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -73524.218750 Penalty: 2363.980713
	Iteration 8Q: 3 clusters Score -73524.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -73542.593750 Penalty: 2363.980713
	Iteration 9Q: 3 clusters Score -73542.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -73554.945312 Penalty: 2363.980713
	Iteration 10Q: 3 clusters Score -73554.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -73563.984375 Penalty: 2363.980713
	Iteration 11Q: 3 clusters Score -73563.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -73571.812500 Penalty: 2363.980713
	Iteration 12Q: 3 clusters Score -73571.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -73586.609375 Penalty: 2363.980713
	Iteration 13Q: 3 clusters Score -73586.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -73597.195312 Penalty: 2363.980713
	Iteration 14Q: 3 clusters Score -73597.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -73606.015625 Penalty: 2363.980713
	Iteration 15Q: 3 clusters Score -73606.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -73611.406250 Penalty: 2363.980713
	Iteration 16Q: 3 clusters Score -73611.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -73613.328125 Penalty: 2363.980713
	Iteration 17Q: 3 clusters Score -73613.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -73613.625000 Penalty: 2363.980713
	Iteration 18Q: 3 clusters Score -73613.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -73613.625000 Penalty: 2363.980713
	Iteration 19F: 3 clusters Score -73613.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Entering Unmasked Estep 
Score: -2795298.500000 Penalty: 1749.762451
	Iteration 0F: 2 clusters Score -2795298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2763503.500000 Penalty: 3499.524902
	Iteration 0F: 3 clusters Score -2763504 nChanged 22240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2776103.000000 Penalty: 3499.524902
	Iteration 1F: 3 clusters Score -2776103 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -2776514.000000 Penalty: 3499.524902
	Iteration 2Q: 3 clusters Score -2776514 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2776866.250000 Penalty: 3499.524902
	Iteration 3Q: 3 clusters Score -2776866 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2777285.750000 Penalty: 3499.524902
	Iteration 4Q: 3 clusters Score -2777286 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2777744.750000 Penalty: 3499.524902
	Iteration 5Q: 3 clusters Score -2777745 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2778284.250000 Penalty: 3499.524902
	Iteration 6Q: 3 clusters Score -2778284 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2779054.750000 Penalty: 3499.524902
	Iteration 7Q: 3 clusters Score -2779055 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2780199.000000 Penalty: 3499.524902
	Iteration 8Q: 3 clusters Score -2780199 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -2781975.000000 Penalty: 3499.524902
	Iteration 9F: 3 clusters Score -2781975 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -2784341.750000 Penalty: 3499.524902
	Iteration 10F: 3 clusters Score -2784342 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -2786636.250000 Penalty: 3499.524902
	Iteration 11F: 3 clusters Score -2786636 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -2788196.500000 Penalty: 3499.524902
	Iteration 12F: 3 clusters Score -2788196 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -2789090.500000 Penalty: 3499.524902
	Iteration 13Q: 3 clusters Score -2789090 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -2789668.750000 Penalty: 3499.524902
	Iteration 14Q: 3 clusters Score -2789669 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -2790088.750000 Penalty: 3499.524902
	Iteration 15Q: 3 clusters Score -2790089 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -2790480.750000 Penalty: 3499.524902
	Iteration 16Q: 3 clusters Score -2790481 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -2790874.250000 Penalty: 3499.524902
	Iteration 17Q: 3 clusters Score -2790874 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -2791223.250000 Penalty: 3499.524902
	Iteration 18Q: 3 clusters Score -2791223 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -2791502.000000 Penalty: 3499.524902
	Iteration 19Q: 3 clusters Score -2791502 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -2791743.500000 Penalty: 3499.524902
	Iteration 20F: 3 clusters Score -2791744 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -2791963.250000 Penalty: 3499.524902
	Iteration 21Q: 3 clusters Score -2791963 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -2792159.000000 Penalty: 3499.524902
	Iteration 22Q: 3 clusters Score -2792159 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -2792320.250000 Penalty: 3499.524902
	Iteration 23Q: 3 clusters Score -2792320 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2792474 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -2792589.500000 Penalty: 3499.524902
	Iteration 25Q: 3 clusters Score -2792590 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2792682 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -2792776.250000 Penalty: 3499.524902
	Iteration 27Q: 3 clusters Score -2792776 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -2792836.500000 Penalty: 3499.524902
	Iteration 28Q: 3 clusters Score -2792836 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -2792885.750000 Penalty: 3499.524902
	Iteration 29Q: 3 clusters Score -2792886 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -2792945.500000 Penalty: 3499.524902
	Iteration 30Q: 3 clusters Score -2792946 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -2793004.750000 Penalty: 3499.524902
	Iteration 31Q: 3 clusters Score -2793005 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -2793066.500000 Penalty: 3499.524902
	Iteration 32Q: 3 clusters Score -2793066 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -2793101.000000 Penalty: 3499.524902
	Iteration 33Q: 3 clusters Score -2793101 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -2793142.750000 Penalty: 3499.524902
	Iteration 34Q: 3 clusters Score -2793143 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -2793195.250000 Penalty: 3499.524902
	Iteration 35Q: 3 clusters Score -2793195 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -2793238.750000 Penalty: 3499.524902
	Iteration 36Q: 3 clusters Score -2793239 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -2793270.000000 Penalty: 3499.524902
	Iteration 37Q: 3 clusters Score -2793270 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -2793321.750000 Penalty: 3499.524902
	Iteration 38Q: 3 clusters Score -2793322 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -2793357.500000 Penalty: 3499.524902
	Iteration 39Q: 3 clusters Score -2793358 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -2793396.500000 Penalty: 3499.524902
	Iteration 40F: 3 clusters Score -2793396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -2793417.250000 Penalty: 3499.524902
	Iteration 41Q: 3 clusters Score -2793417 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -2793443.250000 Penalty: 3499.524902
	Iteration 42Q: 3 clusters Score -2793443 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -2793475.750000 Penalty: 3499.524902
	Iteration 43Q: 3 clusters Score -2793476 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -2793509.500000 Penalty: 3499.524902
	Iteration 44Q: 3 clusters Score -2793510 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -2793533.250000 Penalty: 3499.524902
	Iteration 45Q: 3 clusters Score -2793533 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -2793583.000000 Penalty: 3499.524902
	Iteration 46Q: 3 clusters Score -2793583 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -2793608.250000 Penalty: 3499.524902
	Iteration 47Q: 3 clusters Score -2793608 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -2793639.000000 Penalty: 3499.524902
	Iteration 48Q: 3 clusters Score -2793639 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -2793664.500000 Penalty: 3499.524902
	Iteration 49Q: 3 clusters Score -2793664 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -2793676.000000 Penalty: 3499.524902
	Iteration 50Q: 3 clusters Score -2793676 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -2793680.500000 Penalty: 3499.524902
	Iteration 51Q: 3 clusters Score -2793680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -2793691.250000 Penalty: 3499.524902
	Iteration 52Q: 3 clusters Score -2793691 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -2793704.500000 Penalty: 3499.524902
	Iteration 53Q: 3 clusters Score -2793704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -2793714.000000 Penalty: 3499.524902
	Iteration 54Q: 3 clusters Score -2793714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -2793739.250000 Penalty: 3499.524902
	Iteration 55Q: 3 clusters Score -2793739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -2793744.250000 Penalty: 3499.524902
	Iteration 56Q: 3 clusters Score -2793744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -2793755.500000 Penalty: 3499.524902
	Iteration 57Q: 3 clusters Score -2793756 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -2793771.750000 Penalty: 3499.524902
	Iteration 58Q: 3 clusters Score -2793772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -2793775.250000 Penalty: 3499.524902
	Iteration 59Q: 3 clusters Score -2793775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -2793787.750000 Penalty: 3499.524902
	Iteration 60F: 3 clusters Score -2793788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -2793788.000000 Penalty: 3499.524902
	Iteration 61Q: 3 clusters Score -2793788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -2793808.000000 Penalty: 3499.524902
	Iteration 62Q: 3 clusters Score -2793808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -2793822.250000 Penalty: 3499.524902
	Iteration 63Q: 3 clusters Score -2793822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -2793832.250000 Penalty: 3499.524902
	Iteration 64Q: 3 clusters Score -2793832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -2793852.250000 Penalty: 3499.524902
	Iteration 65Q: 3 clusters Score -2793852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -2793847.250000 Penalty: 3499.524902
	Iteration 66Q: 3 clusters Score -2793847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -2793867.250000 Penalty: 3499.524902
	Iteration 67Q: 3 clusters Score -2793867 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -2793883.500000 Penalty: 3499.524902
	Iteration 68Q: 3 clusters Score -2793884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -2793892.500000 Penalty: 3499.524902
	Iteration 69Q: 3 clusters Score -2793892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -2793897.750000 Penalty: 3499.524902
	Iteration 70Q: 3 clusters Score -2793898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -2793924.250000 Penalty: 3499.524902
	Iteration 71Q: 3 clusters Score -2793924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -2793929.000000 Penalty: 3499.524902
	Iteration 72Q: 3 clusters Score -2793929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -2793937.250000 Penalty: 3499.524902
	Iteration 73Q: 3 clusters Score -2793937 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -2793946.750000 Penalty: 3499.524902
	Iteration 74Q: 3 clusters Score -2793947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -2793946.250000 Penalty: 3499.524902
	Iteration 75Q: 3 clusters Score -2793946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -2793949.000000 Penalty: 3499.524902
	Iteration 76Q: 3 clusters Score -2793949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -2793962.750000 Penalty: 3499.524902
	Iteration 77Q: 3 clusters Score -2793963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -2793966.250000 Penalty: 3499.524902
	Iteration 78Q: 3 clusters Score -2793966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -2793967.000000 Penalty: 3499.524902
	Iteration 79Q: 3 clusters Score -2793967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -2793972.000000 Penalty: 3499.524902
	Iteration 80F: 3 clusters Score -2793972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -2793976.250000 Penalty: 3499.524902
	Iteration 81Q: 3 clusters Score -2793976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -2793983.750000 Penalty: 3499.524902
	Iteration 82Q: 3 clusters Score -2793984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -2793992.750000 Penalty: 3499.524902
	Iteration 83Q: 3 clusters Score -2793993 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -2793991.750000 Penalty: 3499.524902
	Iteration 84Q: 3 clusters Score -2793992 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -2793996.500000 Penalty: 3499.524902
	Iteration 85Q: 3 clusters Score -2793996 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -2793996.750000 Penalty: 3499.524902
	Iteration 86Q: 3 clusters Score -2793997 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -2794000.750000 Penalty: 3499.524902
	Iteration 87Q: 3 clusters Score -2794001 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -2794010.500000 Penalty: 3499.524902
	Iteration 88Q: 3 clusters Score -2794010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -2794025.000000 Penalty: 3499.524902
	Iteration 89Q: 3 clusters Score -2794025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -2794032.250000 Penalty: 3499.524902
	Iteration 90Q: 3 clusters Score -2794032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -2794034.750000 Penalty: 3499.524902
	Iteration 91Q: 3 clusters Score -2794035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -2794052.750000 Penalty: 3499.524902
	Iteration 92Q: 3 clusters Score -2794053 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -2794052.750000 Penalty: 3499.524902
	Iteration 93Q: 3 clusters Score -2794053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -2794057.500000 Penalty: 3499.524902
	Iteration 94Q: 3 clusters Score -2794058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -2794061.500000 Penalty: 3499.524902
	Iteration 95Q: 3 clusters Score -2794062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -2794066.250000 Penalty: 3499.524902
	Iteration 96Q: 3 clusters Score -2794066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -2794066.750000 Penalty: 3499.524902
	Iteration 97Q: 3 clusters Score -2794067 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -2794073.250000 Penalty: 3499.524902
	Iteration 98Q: 3 clusters Score -2794073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -2794080.500000 Penalty: 3499.524902
	Iteration 99Q: 3 clusters Score -2794080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -2794078.000000 Penalty: 3499.524902
	Iteration 100F: 3 clusters Score -2794078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -2794087.000000 Penalty: 3499.524902
	Iteration 101Q: 3 clusters Score -2794087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -2794099.750000 Penalty: 3499.524902
	Iteration 102Q: 3 clusters Score -2794100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -2794102.000000 Penalty: 3499.524902
	Iteration 103Q: 3 clusters Score -2794102 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -2794110.000000 Penalty: 3499.524902
	Iteration 104Q: 3 clusters Score -2794110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -2794124.500000 Penalty: 3499.524902
	Iteration 105Q: 3 clusters Score -2794124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -2794138.750000 Penalty: 3499.524902
	Iteration 106Q: 3 clusters Score -2794139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -2794150.000000 Penalty: 3499.524902
	Iteration 107Q: 3 clusters Score -2794150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -2794161.000000 Penalty: 3499.524902
	Iteration 108Q: 3 clusters Score -2794161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -2794158.500000 Penalty: 3499.524902
	Iteration 109Q: 3 clusters Score -2794158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -2794163.750000 Penalty: 3499.524902
	Iteration 110Q: 3 clusters Score -2794164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -2794170.750000 Penalty: 3499.524902
	Iteration 111Q: 3 clusters Score -2794171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -2794183.000000 Penalty: 3499.524902
	Iteration 112Q: 3 clusters Score -2794183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -2794188.250000 Penalty: 3499.524902
	Iteration 113Q: 3 clusters Score -2794188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -2794185.750000 Penalty: 3499.524902
	Iteration 114Q: 3 clusters Score -2794186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -2794203.250000 Penalty: 3499.524902
	Iteration 115Q: 3 clusters Score -2794203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -2794206.250000 Penalty: 3499.524902
	Iteration 116Q: 3 clusters Score -2794206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -2794210.500000 Penalty: 3499.524902
	Iteration 117Q: 3 clusters Score -2794210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -2794222.250000 Penalty: 3499.524902
	Iteration 118Q: 3 clusters Score -2794222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -2794232.750000 Penalty: 3499.524902
	Iteration 119Q: 3 clusters Score -2794233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -2794244.750000 Penalty: 3499.524902
	Iteration 120F: 3 clusters Score -2794245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -2794248.500000 Penalty: 3499.524902
	Iteration 121Q: 3 clusters Score -2794248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -2794250.500000 Penalty: 3499.524902
	Iteration 122Q: 3 clusters Score -2794250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -2794255.500000 Penalty: 3499.524902
	Iteration 123Q: 3 clusters Score -2794256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -2794255.250000 Penalty: 3499.524902
	Iteration 124Q: 3 clusters Score -2794255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -2794258.000000 Penalty: 3499.524902
	Iteration 125Q: 3 clusters Score -2794258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -2794257.750000 Penalty: 3499.524902
	Iteration 126Q: 3 clusters Score -2794258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -2794265.000000 Penalty: 3499.524902
	Iteration 127Q: 3 clusters Score -2794265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -2794261.750000 Penalty: 3499.524902
	Iteration 128Q: 3 clusters Score -2794262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -2794261.500000 Penalty: 3499.524902
	Iteration 129Q: 3 clusters Score -2794262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -2794267.000000 Penalty: 3499.524902
	Iteration 130Q: 3 clusters Score -2794267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -2794273.000000 Penalty: 3499.524902
	Iteration 131Q: 3 clusters Score -2794273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -2794274.750000 Penalty: 3499.524902
	Iteration 132Q: 3 clusters Score -2794275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -2794274.250000 Penalty: 3499.524902
	Iteration 133Q: 3 clusters Score -2794274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -2794276.500000 Penalty: 3499.524902
	Iteration 134Q: 3 clusters Score -2794276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -2794279.500000 Penalty: 3499.524902
	Iteration 135Q: 3 clusters Score -2794280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -2794280.500000 Penalty: 3499.524902
	Iteration 136Q: 3 clusters Score -2794280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -2794280.500000 Penalty: 3499.524902
	Iteration 137F: 3 clusters Score -2794280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -94152.257812 Penalty: 1214.466064
	Iteration 0F: 2 clusters Score -94152.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -92221.945312 Penalty: 2428.932129
	Iteration 0F: 3 clusters Score -92221.95 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -92644.484375 Penalty: 2428.932129
	Iteration 1F: 3 clusters Score -92644.48 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -92793.289062 Penalty: 2428.932129
	Iteration 2F: 3 clusters Score -92793.29 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -92981.390625 Penalty: 2428.932129
	Iteration 3F: 3 clusters Score -92981.39 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -93212.789062 Penalty: 2428.932129
	Iteration 4F: 3 clusters Score -93212.79 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -93406.031250 Penalty: 2428.932129
	Iteration 5F: 3 clusters Score -93406.03 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -93553.289062 Penalty: 2428.932129
	Iteration 6F: 3 clusters Score -93553.29 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -93648.968750 Penalty: 2428.932129
	Iteration 7Q: 3 clusters Score -93648.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -93693.156250 Penalty: 2428.932129
	Iteration 8Q: 3 clusters Score -93693.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -93714.320312 Penalty: 2428.932129
	Iteration 9Q: 3 clusters Score -93714.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -93731.492188 Penalty: 2428.932129
	Iteration 10Q: 3 clusters Score -93731.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -93743.390625 Penalty: 2428.932129
	Iteration 11Q: 3 clusters Score -93743.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -93759.109375 Penalty: 2428.932129
	Iteration 12Q: 3 clusters Score -93759.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -93762.679688 Penalty: 2428.932129
	Iteration 13Q: 3 clusters Score -93762.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -93764.109375 Penalty: 2428.932129
	Iteration 14Q: 3 clusters Score -93764.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -93766.835938 Penalty: 2428.932129
	Iteration 15Q: 3 clusters Score -93766.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -93768.929688 Penalty: 2428.932129
	Iteration 16Q: 3 clusters Score -93768.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -93770.531250 Penalty: 2428.932129
	Iteration 17Q: 3 clusters Score -93770.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -93772.914062 Penalty: 2428.932129
	Iteration 18Q: 3 clusters Score -93772.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -93774.359375 Penalty: 2428.932129
	Iteration 19Q: 3 clusters Score -93774.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -93777.273438 Penalty: 2428.932129
	Iteration 20F: 3 clusters Score -93777.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -93780.593750 Penalty: 2428.932129
	Iteration 21Q: 3 clusters Score -93780.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -93782.578125 Penalty: 2428.932129
	Iteration 22Q: 3 clusters Score -93782.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -93785.976562 Penalty: 2428.932129
	Iteration 23Q: 3 clusters Score -93785.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -93789.445312 Penalty: 2428.932129
	Iteration 24Q: 3 clusters Score -93789.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -93792.085938 Penalty: 2428.932129
	Iteration 25Q: 3 clusters Score -93792.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -93792.085938 Penalty: 2428.932129
	Iteration 26F: 3 clusters Score -93792.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Entering Unmasked Estep 
Score: -2414330.750000 Penalty: 1747.417725
	Iteration 0F: 2 clusters Score -2414331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2383084.000000 Penalty: 3494.835449
	Iteration 0F: 3 clusters Score -2383084 nChanged 21996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2395936.750000 Penalty: 3494.835449
	Iteration 1F: 3 clusters Score -2395937 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2396880.500000 Penalty: 3494.835449
	Iteration 2Q: 3 clusters Score -2396880 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2398137.750000 Penalty: 3494.835449
	Iteration 3F: 3 clusters Score -2398138 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2399734.750000 Penalty: 3494.835449
	Iteration 4F: 3 clusters Score -2399735 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2401606.750000 Penalty: 3494.835449
	Iteration 5F: 3 clusters Score -2401607 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2403642.750000 Penalty: 3494.835449
	Iteration 6F: 3 clusters Score -2403643 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2405687.000000 Penalty: 3494.835449
	Iteration 7F: 3 clusters Score -2405687 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2407347.750000 Penalty: 3494.835449
	Iteration 8F: 3 clusters Score -2407348 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2408402.000000 Penalty: 3494.835449
	Iteration 9Q: 3 clusters Score -2408402 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2408936.500000 Penalty: 3494.835449
	Iteration 10Q: 3 clusters Score -2408936 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2409220.500000 Penalty: 3494.835449
	Iteration 11Q: 3 clusters Score -2409220 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2409397.000000 Penalty: 3494.835449
	Iteration 12Q: 3 clusters Score -2409397 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2409495.250000 Penalty: 3494.835449
	Iteration 13Q: 3 clusters Score -2409495 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2409561.000000 Penalty: 3494.835449
	Iteration 14Q: 3 clusters Score -2409561 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2409621.250000 Penalty: 3494.835449
	Iteration 15Q: 3 clusters Score -2409621 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2409668.000000 Penalty: 3494.835449
	Iteration 16Q: 3 clusters Score -2409668 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2409712.500000 Penalty: 3494.835449
	Iteration 17Q: 3 clusters Score -2409712 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2409735.000000 Penalty: 3494.835449
	Iteration 18Q: 3 clusters Score -2409735 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2409775.500000 Penalty: 3494.835449
	Iteration 19Q: 3 clusters Score -2409776 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2409807.750000 Penalty: 3494.835449
	Iteration 20F: 3 clusters Score -2409808 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2409824.000000 Penalty: 3494.835449
	Iteration 21Q: 3 clusters Score -2409824 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2409842.250000 Penalty: 3494.835449
	Iteration 22Q: 3 clusters Score -2409842 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2409857.000000 Penalty: 3494.835449
	Iteration 23Q: 3 clusters Score -2409857 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2409893.750000 Penalty: 3494.835449
	Iteration 24Q: 3 clusters Score -2409894 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2409925.500000 Penalty: 3494.835449
	Iteration 25Q: 3 clusters Score -2409926 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2409941.750000 Penalty: 3494.835449
	Iteration 26Q: 3 clusters Score -2409942 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2409974.250000 Penalty: 3494.835449
	Iteration 27Q: 3 clusters Score -2409974 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2410012.500000 Penalty: 3494.835449
	Iteration 28Q: 3 clusters Score -2410012 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2410046.750000 Penalty: 3494.835449
	Iteration 29Q: 3 clusters Score -2410047 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2410084.250000 Penalty: 3494.835449
	Iteration 30Q: 3 clusters Score -2410084 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2410104.750000 Penalty: 3494.835449
	Iteration 31Q: 3 clusters Score -2410105 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2410143.000000 Penalty: 3494.835449
	Iteration 32Q: 3 clusters Score -2410143 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2410192.750000 Penalty: 3494.835449
	Iteration 33Q: 3 clusters Score -2410193 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2410236.000000 Penalty: 3494.835449
	Iteration 34Q: 3 clusters Score -2410236 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2410267.000000 Penalty: 3494.835449
	Iteration 35Q: 3 clusters Score -2410267 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2410318.250000 Penalty: 3494.835449
	Iteration 36Q: 3 clusters Score -2410318 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2410350.500000 Penalty: 3494.835449
	Iteration 37Q: 3 clusters Score -2410350 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2410405.750000 Penalty: 3494.835449
	Iteration 38Q: 3 clusters Score -2410406 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2410477.750000 Penalty: 3494.835449
	Iteration 39Q: 3 clusters Score -2410478 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2410554.000000 Penalty: 3494.835449
	Iteration 40F: 3 clusters Score -2410554 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2410617.750000 Penalty: 3494.835449
	Iteration 41Q: 3 clusters Score -2410618 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2410695.750000 Penalty: 3494.835449
	Iteration 42Q: 3 clusters Score -2410696 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2410774.500000 Penalty: 3494.835449
	Iteration 43Q: 3 clusters Score -2410774 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2410870.250000 Penalty: 3494.835449
	Iteration 44Q: 3 clusters Score -2410870 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2410964.000000 Penalty: 3494.835449
	Iteration 45Q: 3 clusters Score -2410964 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2411089.750000 Penalty: 3494.835449
	Iteration 46Q: 3 clusters Score -2411090 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2411234.750000 Penalty: 3494.835449
	Iteration 47Q: 3 clusters Score -2411235 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2411381.500000 Penalty: 3494.835449
	Iteration 48Q: 3 clusters Score -2411382 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2411545.500000 Penalty: 3494.835449
	Iteration 49Q: 3 clusters Score -2411546 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2411732.750000 Penalty: 3494.835449
	Iteration 50Q: 3 clusters Score -2411733 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2411941.000000 Penalty: 3494.835449
	Iteration 51Q: 3 clusters Score -2411941 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2412124.250000 Penalty: 3494.835449
	Iteration 52Q: 3 clusters Score -2412124 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2412367.000000 Penalty: 3494.835449
	Iteration 53Q: 3 clusters Score -2412367 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2412615.750000 Penalty: 3494.835449
	Iteration 54Q: 3 clusters Score -2412616 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2412904.000000 Penalty: 3494.835449
	Iteration 55Q: 3 clusters Score -2412904 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2413321.750000 Penalty: 3494.835449
	Iteration 56Q: 3 clusters Score -2413322 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2413807.000000 Penalty: 3494.835449
	Iteration 57Q: 3 clusters Score -2413807 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2414126.500000 Penalty: 3494.835449
	Iteration 58Q: 3 clusters Score -2414126 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2414272.750000 Penalty: 3494.835449
	Iteration 59Q: 3 clusters Score -2414273 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2414345.000000 Penalty: 3494.835449
	Iteration 60F: 3 clusters Score -2414345 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2414371.500000 Penalty: 3494.835449
	Iteration 61Q: 3 clusters Score -2414372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2414390.250000 Penalty: 3494.835449
	Iteration 62Q: 3 clusters Score -2414390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2414403.500000 Penalty: 3494.835449
	Iteration 63Q: 3 clusters Score -2414404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2414412.750000 Penalty: 3494.835449
	Iteration 64Q: 3 clusters Score -2414413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2414422.750000 Penalty: 3494.835449
	Iteration 65Q: 3 clusters Score -2414423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2414424.750000 Penalty: 3494.835449
	Iteration 66Q: 3 clusters Score -2414425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2414430.250000 Penalty: 3494.835449
	Iteration 67Q: 3 clusters Score -2414430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2414430.500000 Penalty: 3494.835449
	Iteration 68Q: 3 clusters Score -2414430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2414431.500000 Penalty: 3494.835449
	Iteration 69Q: 3 clusters Score -2414432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2414433.500000 Penalty: 3494.835449
	Iteration 70Q: 3 clusters Score -2414434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2414436.000000 Penalty: 3494.835449
	Iteration 71Q: 3 clusters Score -2414436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2414434.250000 Penalty: 3494.835449
	Iteration 72Q: 3 clusters Score -2414434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2414434.750000 Penalty: 3494.835449
	Iteration 73Q: 3 clusters Score -2414435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2414438.250000 Penalty: 3494.835449
	Iteration 74Q: 3 clusters Score -2414438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2414440.000000 Penalty: 3494.835449
	Iteration 75Q: 3 clusters Score -2414440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2414440.000000 Penalty: 3494.835449
	Iteration 76F: 3 clusters Score -2414440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107490 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 15001 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 47466 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 43809 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15032 members 
Mstep: Class 14 contains 41018 members 
Mstep: Class 15 contains 16051 members 
Mstep: Class 16 contains 135514 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 44676 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 13617 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 6984 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5392 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6836 members 
Mstep: Class 30 contains 2977 members 
Entering Unmasked Estep 
Score: -34128880.000000 Penalty: 65047.898438
Splitting cluster 10 changes total score from -34129196.000000 to -34128880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (17332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Entering Unmasked Estep 
Score: -1004847.437500 Penalty: 1586.050415
	Iteration 0F: 2 clusters Score -1004847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -992970.437500 Penalty: 3172.100830
	Iteration 0F: 3 clusters Score -992970.4 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -997112.750000 Penalty: 3172.100830
	Iteration 1F: 3 clusters Score -997112.8 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -997507.375000 Penalty: 3172.100830
	Iteration 2F: 3 clusters Score -997507.4 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -997966.062500 Penalty: 3172.100830
	Iteration 3F: 3 clusters Score -997966.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -998544.937500 Penalty: 3172.100830
	Iteration 4F: 3 clusters Score -998544.9 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -999289.375000 Penalty: 3172.100830
	Iteration 5F: 3 clusters Score -999289.4 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1000090.812500 Penalty: 3172.100830
	Iteration 6F: 3 clusters Score -1000091 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1000892.125000 Penalty: 3172.100830
	Iteration 7F: 3 clusters Score -1000892 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1001555.687500 Penalty: 3172.100830
	Iteration 8F: 3 clusters Score -1001556 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1002165.062500 Penalty: 3172.100830
	Iteration 9F: 3 clusters Score -1002165 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1002594.375000 Penalty: 3172.100830
	Iteration 10Q: 3 clusters Score -1002594 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1002828.812500 Penalty: 3172.100830
	Iteration 11Q: 3 clusters Score -1002829 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1002993.812500 Penalty: 3172.100830
	Iteration 12Q: 3 clusters Score -1002994 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1003115.562500 Penalty: 3172.100830
	Iteration 13Q: 3 clusters Score -1003116 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1003230.437500 Penalty: 3172.100830
	Iteration 14Q: 3 clusters Score -1003230 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1003347.125000 Penalty: 3172.100830
	Iteration 15Q: 3 clusters Score -1003347 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1003448.500000 Penalty: 3172.100830
	Iteration 16Q: 3 clusters Score -1003448 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1003531.625000 Penalty: 3172.100830
	Iteration 17Q: 3 clusters Score -1003532 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1003604.500000 Penalty: 3172.100830
	Iteration 18Q: 3 clusters Score -1003604 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1003671.187500 Penalty: 3172.100830
	Iteration 19Q: 3 clusters Score -1003671 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1003747.875000 Penalty: 3172.100830
	Iteration 20F: 3 clusters Score -1003748 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1003822.562500 Penalty: 3172.100830
	Iteration 21Q: 3 clusters Score -1003823 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1003892.125000 Penalty: 3172.100830
	Iteration 22Q: 3 clusters Score -1003892 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1003958.000000 Penalty: 3172.100830
	Iteration 23Q: 3 clusters Score -1003958 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1004017.500000 Penalty: 3172.100830
	Iteration 24Q: 3 clusters Score -1004018 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1004074.187500 Penalty: 3172.100830
	Iteration 25Q: 3 clusters Score -1004074 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1004115.312500 Penalty: 3172.100830
	Iteration 26Q: 3 clusters Score -1004115 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1004144.375000 Penalty: 3172.100830
	Iteration 27Q: 3 clusters Score -1004144 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1004166.937500 Penalty: 3172.100830
	Iteration 28Q: 3 clusters Score -1004167 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1004181.562500 Penalty: 3172.100830
	Iteration 29Q: 3 clusters Score -1004182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1004195.562500 Penalty: 3172.100830
	Iteration 30Q: 3 clusters Score -1004196 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1004209.937500 Penalty: 3172.100830
	Iteration 31Q: 3 clusters Score -1004210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1004226.750000 Penalty: 3172.100830
	Iteration 32Q: 3 clusters Score -1004227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1004255.000000 Penalty: 3172.100830
	Iteration 33Q: 3 clusters Score -1004255 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1004284.062500 Penalty: 3172.100830
	Iteration 34Q: 3 clusters Score -1004284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1004308.500000 Penalty: 3172.100830
	Iteration 35Q: 3 clusters Score -1004308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1004325.687500 Penalty: 3172.100830
	Iteration 36Q: 3 clusters Score -1004326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1004347.000000 Penalty: 3172.100830
	Iteration 37Q: 3 clusters Score -1004347 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1004368.250000 Penalty: 3172.100830
	Iteration 38Q: 3 clusters Score -1004368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1004381.000000 Penalty: 3172.100830
	Iteration 39Q: 3 clusters Score -1004381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1004395.875000 Penalty: 3172.100830
	Iteration 40F: 3 clusters Score -1004396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1004402.250000 Penalty: 3172.100830
	Iteration 41Q: 3 clusters Score -1004402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1004411.625000 Penalty: 3172.100830
	Iteration 42Q: 3 clusters Score -1004412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1004420.562500 Penalty: 3172.100830
	Iteration 43Q: 3 clusters Score -1004421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1004428.250000 Penalty: 3172.100830
	Iteration 44Q: 3 clusters Score -1004428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1004433.875000 Penalty: 3172.100830
	Iteration 45Q: 3 clusters Score -1004434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1004442.250000 Penalty: 3172.100830
	Iteration 46Q: 3 clusters Score -1004442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1004447.625000 Penalty: 3172.100830
	Iteration 47Q: 3 clusters Score -1004448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1004449.812500 Penalty: 3172.100830
	Iteration 48Q: 3 clusters Score -1004450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1004451.937500 Penalty: 3172.100830
	Iteration 49Q: 3 clusters Score -1004452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1004452.625000 Penalty: 3172.100830
	Iteration 50Q: 3 clusters Score -1004453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1004455.187500 Penalty: 3172.100830
	Iteration 51Q: 3 clusters Score -1004455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1004456.937500 Penalty: 3172.100830
	Iteration 52Q: 3 clusters Score -1004457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1004454.562500 Penalty: 3172.100830
	Iteration 53Q: 3 clusters Score -1004455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1004456.000000 Penalty: 3172.100830
	Iteration 54Q: 3 clusters Score -1004456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1004456.875000 Penalty: 3172.100830
	Iteration 55Q: 3 clusters Score -1004457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1004455.625000 Penalty: 3172.100830
	Iteration 56Q: 3 clusters Score -1004456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1004456.562500 Penalty: 3172.100830
	Iteration 57Q: 3 clusters Score -1004457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1004455.875000 Penalty: 3172.100830
	Iteration 58Q: 3 clusters Score -1004456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1004454.937500 Penalty: 3172.100830
	Iteration 59Q: 3 clusters Score -1004455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1004456.437500 Penalty: 3172.100830
	Iteration 60F: 3 clusters Score -1004456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1004455.625000 Penalty: 3172.100830
	Iteration 61Q: 3 clusters Score -1004456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1004455.625000 Penalty: 3172.100830
	Iteration 62F: 3 clusters Score -1004456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -173797.078125 Penalty: 1309.272339
	Iteration 0F: 2 clusters Score -173797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -171051.625000 Penalty: 2618.544678
	Iteration 0F: 3 clusters Score -171051.6 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -171793.906250 Penalty: 2618.544678
	Iteration 1F: 3 clusters Score -171793.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -171999.671875 Penalty: 2618.544678
	Iteration 2F: 3 clusters Score -171999.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -172214.171875 Penalty: 2618.544678
	Iteration 3F: 3 clusters Score -172214.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -172404.953125 Penalty: 2618.544678
	Iteration 4F: 3 clusters Score -172405 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -172598.015625 Penalty: 2618.544678
	Iteration 5F: 3 clusters Score -172598 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -172799.718750 Penalty: 2618.544678
	Iteration 6F: 3 clusters Score -172799.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -172958.562500 Penalty: 2618.544678
	Iteration 7F: 3 clusters Score -172958.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -173072.046875 Penalty: 2618.544678
	Iteration 8Q: 3 clusters Score -173072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -173178.015625 Penalty: 2618.544678
	Iteration 9Q: 3 clusters Score -173178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -173239.609375 Penalty: 2618.544678
	Iteration 10Q: 3 clusters Score -173239.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -173268.562500 Penalty: 2618.544678
	Iteration 11Q: 3 clusters Score -173268.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -173282.734375 Penalty: 2618.544678
	Iteration 12Q: 3 clusters Score -173282.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -173290.671875 Penalty: 2618.544678
	Iteration 13Q: 3 clusters Score -173290.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -173294.171875 Penalty: 2618.544678
	Iteration 14Q: 3 clusters Score -173294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -173297.906250 Penalty: 2618.544678
	Iteration 15Q: 3 clusters Score -173297.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -173303.250000 Penalty: 2618.544678
	Iteration 16Q: 3 clusters Score -173303.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -173306.062500 Penalty: 2618.544678
	Iteration 17Q: 3 clusters Score -173306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -173307.078125 Penalty: 2618.544678
	Iteration 18Q: 3 clusters Score -173307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -173307.578125 Penalty: 2618.544678
	Iteration 19Q: 3 clusters Score -173307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -173309.296875 Penalty: 2618.544678
	Iteration 20F: 3 clusters Score -173309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -173310.609375 Penalty: 2618.544678
	Iteration 21Q: 3 clusters Score -173310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -173311.109375 Penalty: 2618.544678
	Iteration 22Q: 3 clusters Score -173311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -173311.734375 Penalty: 2618.544678
	Iteration 23Q: 3 clusters Score -173311.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -173311.734375 Penalty: 2618.544678
	Iteration 24F: 3 clusters Score -173311.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Entering Unmasked Estep 
Score: -802672.187500 Penalty: 1562.914673
	Iteration 0F: 2 clusters Score -802672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -792319.000000 Penalty: 3125.829346
	Iteration 0F: 3 clusters Score -792319 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -795965.187500 Penalty: 3125.829346
	Iteration 1F: 3 clusters Score -795965.2 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -796408.750000 Penalty: 3125.829346
	Iteration 2F: 3 clusters Score -796408.8 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -796837.687500 Penalty: 3125.829346
	Iteration 3F: 3 clusters Score -796837.7 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -797318.187500 Penalty: 3125.829346
	Iteration 4F: 3 clusters Score -797318.2 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -797846.500000 Penalty: 3125.829346
	Iteration 5F: 3 clusters Score -797846.5 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -798381.687500 Penalty: 3125.829346
	Iteration 6F: 3 clusters Score -798381.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -798866.187500 Penalty: 3125.829346
	Iteration 7F: 3 clusters Score -798866.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -799255.062500 Penalty: 3125.829346
	Iteration 8Q: 3 clusters Score -799255.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -799494.437500 Penalty: 3125.829346
	Iteration 9Q: 3 clusters Score -799494.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -799644.437500 Penalty: 3125.829346
	Iteration 10Q: 3 clusters Score -799644.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -799737.875000 Penalty: 3125.829346
	Iteration 11Q: 3 clusters Score -799737.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -799808.250000 Penalty: 3125.829346
	Iteration 12Q: 3 clusters Score -799808.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -799856.750000 Penalty: 3125.829346
	Iteration 13Q: 3 clusters Score -799856.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -799897.375000 Penalty: 3125.829346
	Iteration 14Q: 3 clusters Score -799897.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -799926.250000 Penalty: 3125.829346
	Iteration 15Q: 3 clusters Score -799926.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -799950.875000 Penalty: 3125.829346
	Iteration 16Q: 3 clusters Score -799950.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -799973.812500 Penalty: 3125.829346
	Iteration 17Q: 3 clusters Score -799973.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -799997.937500 Penalty: 3125.829346
	Iteration 18Q: 3 clusters Score -799997.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -800014.062500 Penalty: 3125.829346
	Iteration 19Q: 3 clusters Score -800014.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -800030.562500 Penalty: 3125.829346
	Iteration 20F: 3 clusters Score -800030.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -800044.937500 Penalty: 3125.829346
	Iteration 21Q: 3 clusters Score -800044.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -800061.812500 Penalty: 3125.829346
	Iteration 22Q: 3 clusters Score -800061.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -800072.937500 Penalty: 3125.829346
	Iteration 23Q: 3 clusters Score -800072.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -800083.062500 Penalty: 3125.829346
	Iteration 24Q: 3 clusters Score -800083.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -800088.500000 Penalty: 3125.829346
	Iteration 25Q: 3 clusters Score -800088.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -800093.875000 Penalty: 3125.829346
	Iteration 26Q: 3 clusters Score -800093.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -800100.812500 Penalty: 3125.829346
	Iteration 27Q: 3 clusters Score -800100.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -800105.000000 Penalty: 3125.829346
	Iteration 28Q: 3 clusters Score -800105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -800108.250000 Penalty: 3125.829346
	Iteration 29Q: 3 clusters Score -800108.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -800113.125000 Penalty: 3125.829346
	Iteration 30Q: 3 clusters Score -800113.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -800117.437500 Penalty: 3125.829346
	Iteration 31Q: 3 clusters Score -800117.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -800119.500000 Penalty: 3125.829346
	Iteration 32Q: 3 clusters Score -800119.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -800126.187500 Penalty: 3125.829346
	Iteration 33Q: 3 clusters Score -800126.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -800133.937500 Penalty: 3125.829346
	Iteration 34Q: 3 clusters Score -800133.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -800142.687500 Penalty: 3125.829346
	Iteration 35Q: 3 clusters Score -800142.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -800151.437500 Penalty: 3125.829346
	Iteration 36Q: 3 clusters Score -800151.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -800162.562500 Penalty: 3125.829346
	Iteration 37Q: 3 clusters Score -800162.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -800164.937500 Penalty: 3125.829346
	Iteration 38Q: 3 clusters Score -800164.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -800170.812500 Penalty: 3125.829346
	Iteration 39Q: 3 clusters Score -800170.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -800176.625000 Penalty: 3125.829346
	Iteration 40F: 3 clusters Score -800176.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -800179.437500 Penalty: 3125.829346
	Iteration 41Q: 3 clusters Score -800179.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -800183.250000 Penalty: 3125.829346
	Iteration 42Q: 3 clusters Score -800183.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -800186.187500 Penalty: 3125.829346
	Iteration 43Q: 3 clusters Score -800186.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -800192.812500 Penalty: 3125.829346
	Iteration 44Q: 3 clusters Score -800192.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -800196.125000 Penalty: 3125.829346
	Iteration 45Q: 3 clusters Score -800196.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -800201.125000 Penalty: 3125.829346
	Iteration 46Q: 3 clusters Score -800201.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -800207.625000 Penalty: 3125.829346
	Iteration 47Q: 3 clusters Score -800207.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -800212.500000 Penalty: 3125.829346
	Iteration 48Q: 3 clusters Score -800212.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -800217.062500 Penalty: 3125.829346
	Iteration 49Q: 3 clusters Score -800217.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -800223.687500 Penalty: 3125.829346
	Iteration 50Q: 3 clusters Score -800223.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -800229.125000 Penalty: 3125.829346
	Iteration 51Q: 3 clusters Score -800229.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -800229.875000 Penalty: 3125.829346
	Iteration 52Q: 3 clusters Score -800229.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -800230.375000 Penalty: 3125.829346
	Iteration 53Q: 3 clusters Score -800230.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -800232.500000 Penalty: 3125.829346
	Iteration 54Q: 3 clusters Score -800232.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -800233.687500 Penalty: 3125.829346
	Iteration 55Q: 3 clusters Score -800233.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -800238.562500 Penalty: 3125.829346
	Iteration 56Q: 3 clusters Score -800238.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -800241.750000 Penalty: 3125.829346
	Iteration 57Q: 3 clusters Score -800241.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -800245.500000 Penalty: 3125.829346
	Iteration 58Q: 3 clusters Score -800245.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -800248.812500 Penalty: 3125.829346
	Iteration 59Q: 3 clusters Score -800248.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -800253.062500 Penalty: 3125.829346
	Iteration 60F: 3 clusters Score -800253.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -800255.375000 Penalty: 3125.829346
	Iteration 61Q: 3 clusters Score -800255.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -800260.500000 Penalty: 3125.829346
	Iteration 62Q: 3 clusters Score -800260.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -800264.875000 Penalty: 3125.829346
	Iteration 63Q: 3 clusters Score -800264.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -800273.375000 Penalty: 3125.829346
	Iteration 64Q: 3 clusters Score -800273.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -800278.812500 Penalty: 3125.829346
	Iteration 65Q: 3 clusters Score -800278.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -800282.812500 Penalty: 3125.829346
	Iteration 66Q: 3 clusters Score -800282.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -800293.062500 Penalty: 3125.829346
	Iteration 67Q: 3 clusters Score -800293.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -800296.750000 Penalty: 3125.829346
	Iteration 68Q: 3 clusters Score -800296.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -800304.250000 Penalty: 3125.829346
	Iteration 69Q: 3 clusters Score -800304.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -800305.375000 Penalty: 3125.829346
	Iteration 70Q: 3 clusters Score -800305.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -800308.875000 Penalty: 3125.829346
	Iteration 71Q: 3 clusters Score -800308.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -800310.000000 Penalty: 3125.829346
	Iteration 72Q: 3 clusters Score -800310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -800311.812500 Penalty: 3125.829346
	Iteration 73Q: 3 clusters Score -800311.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -800314.562500 Penalty: 3125.829346
	Iteration 74Q: 3 clusters Score -800314.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -800320.687500 Penalty: 3125.829346
	Iteration 75Q: 3 clusters Score -800320.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -800321.812500 Penalty: 3125.829346
	Iteration 76Q: 3 clusters Score -800321.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -800323.375000 Penalty: 3125.829346
	Iteration 77Q: 3 clusters Score -800323.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -800330.125000 Penalty: 3125.829346
	Iteration 78Q: 3 clusters Score -800330.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -800332.250000 Penalty: 3125.829346
	Iteration 79Q: 3 clusters Score -800332.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -800332.375000 Penalty: 3125.829346
	Iteration 80F: 3 clusters Score -800332.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -800333.687500 Penalty: 3125.829346
	Iteration 81Q: 3 clusters Score -800333.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -800337.250000 Penalty: 3125.829346
	Iteration 82Q: 3 clusters Score -800337.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -800337.750000 Penalty: 3125.829346
	Iteration 83Q: 3 clusters Score -800337.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -800340.750000 Penalty: 3125.829346
	Iteration 84Q: 3 clusters Score -800340.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -800343.312500 Penalty: 3125.829346
	Iteration 85Q: 3 clusters Score -800343.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -800348.312500 Penalty: 3125.829346
	Iteration 86Q: 3 clusters Score -800348.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -800347.062500 Penalty: 3125.829346
	Iteration 87Q: 3 clusters Score -800347.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -800347.812500 Penalty: 3125.829346
	Iteration 88Q: 3 clusters Score -800347.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -800346.437500 Penalty: 3125.829346
	Iteration 89Q: 3 clusters Score -800346.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -800348.000000 Penalty: 3125.829346
	Iteration 90Q: 3 clusters Score -800348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -800350.125000 Penalty: 3125.829346
	Iteration 91Q: 3 clusters Score -800350.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -800352.437500 Penalty: 3125.829346
	Iteration 92Q: 3 clusters Score -800352.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -800353.437500 Penalty: 3125.829346
	Iteration 93Q: 3 clusters Score -800353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -800355.250000 Penalty: 3125.829346
	Iteration 94Q: 3 clusters Score -800355.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -800355.812500 Penalty: 3125.829346
	Iteration 95Q: 3 clusters Score -800355.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -800360.437500 Penalty: 3125.829346
	Iteration 96Q: 3 clusters Score -800360.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -800361.000000 Penalty: 3125.829346
	Iteration 97Q: 3 clusters Score -800361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -800362.062500 Penalty: 3125.829346
	Iteration 98Q: 3 clusters Score -800362.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -800365.312500 Penalty: 3125.829346
	Iteration 99Q: 3 clusters Score -800365.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -800367.250000 Penalty: 3125.829346
	Iteration 100F: 3 clusters Score -800367.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -800366.812500 Penalty: 3125.829346
	Iteration 101Q: 3 clusters Score -800366.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -800369.437500 Penalty: 3125.829346
	Iteration 102Q: 3 clusters Score -800369.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -800373.562500 Penalty: 3125.829346
	Iteration 103Q: 3 clusters Score -800373.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -800376.062500 Penalty: 3125.829346
	Iteration 104Q: 3 clusters Score -800376.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -800376.562500 Penalty: 3125.829346
	Iteration 105Q: 3 clusters Score -800376.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -800378.625000 Penalty: 3125.829346
	Iteration 106Q: 3 clusters Score -800378.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -800380.500000 Penalty: 3125.829346
	Iteration 107Q: 3 clusters Score -800380.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -800382.000000 Penalty: 3125.829346
	Iteration 108Q: 3 clusters Score -800382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -800385.687500 Penalty: 3125.829346
	Iteration 109Q: 3 clusters Score -800385.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -800389.562500 Penalty: 3125.829346
	Iteration 110Q: 3 clusters Score -800389.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -800389.625000 Penalty: 3125.829346
	Iteration 111Q: 3 clusters Score -800389.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -800393.625000 Penalty: 3125.829346
	Iteration 112Q: 3 clusters Score -800393.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -800397.375000 Penalty: 3125.829346
	Iteration 113Q: 3 clusters Score -800397.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -800397.500000 Penalty: 3125.829346
	Iteration 114Q: 3 clusters Score -800397.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -800402.250000 Penalty: 3125.829346
	Iteration 115Q: 3 clusters Score -800402.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -800403.625000 Penalty: 3125.829346
	Iteration 116Q: 3 clusters Score -800403.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -800407.125000 Penalty: 3125.829346
	Iteration 117Q: 3 clusters Score -800407.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -800409.187500 Penalty: 3125.829346
	Iteration 118Q: 3 clusters Score -800409.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -800413.750000 Penalty: 3125.829346
	Iteration 119Q: 3 clusters Score -800413.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -800417.562500 Penalty: 3125.829346
	Iteration 120F: 3 clusters Score -800417.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -800419.750000 Penalty: 3125.829346
	Iteration 121Q: 3 clusters Score -800419.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -800419.937500 Penalty: 3125.829346
	Iteration 122Q: 3 clusters Score -800419.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -800424.375000 Penalty: 3125.829346
	Iteration 123Q: 3 clusters Score -800424.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -800426.250000 Penalty: 3125.829346
	Iteration 124Q: 3 clusters Score -800426.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -800430.125000 Penalty: 3125.829346
	Iteration 125Q: 3 clusters Score -800430.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -800431.062500 Penalty: 3125.829346
	Iteration 126Q: 3 clusters Score -800431.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -800432.000000 Penalty: 3125.829346
	Iteration 127Q: 3 clusters Score -800432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -800431.312500 Penalty: 3125.829346
	Iteration 128Q: 3 clusters Score -800431.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -800436.937500 Penalty: 3125.829346
	Iteration 129Q: 3 clusters Score -800436.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -800438.062500 Penalty: 3125.829346
	Iteration 130Q: 3 clusters Score -800438.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -800439.875000 Penalty: 3125.829346
	Iteration 131Q: 3 clusters Score -800439.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -800444.500000 Penalty: 3125.829346
	Iteration 132Q: 3 clusters Score -800444.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -800448.812500 Penalty: 3125.829346
	Iteration 133Q: 3 clusters Score -800448.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -800456.875000 Penalty: 3125.829346
	Iteration 134Q: 3 clusters Score -800456.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -800456.187500 Penalty: 3125.829346
	Iteration 135Q: 3 clusters Score -800456.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -800461.937500 Penalty: 3125.829346
	Iteration 136Q: 3 clusters Score -800461.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -800464.125000 Penalty: 3125.829346
	Iteration 137Q: 3 clusters Score -800464.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -800467.750000 Penalty: 3125.829346
	Iteration 138Q: 3 clusters Score -800467.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -800473.000000 Penalty: 3125.829346
	Iteration 139Q: 3 clusters Score -800473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -800473.937500 Penalty: 3125.829346
	Iteration 140F: 3 clusters Score -800473.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -800477.625000 Penalty: 3125.829346
	Iteration 141Q: 3 clusters Score -800477.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -800481.875000 Penalty: 3125.829346
	Iteration 142Q: 3 clusters Score -800481.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -800485.875000 Penalty: 3125.829346
	Iteration 143Q: 3 clusters Score -800485.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -800489.125000 Penalty: 3125.829346
	Iteration 144Q: 3 clusters Score -800489.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -800488.812500 Penalty: 3125.829346
	Iteration 145Q: 3 clusters Score -800488.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -800493.937500 Penalty: 3125.829346
	Iteration 146Q: 3 clusters Score -800493.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -800496.750000 Penalty: 3125.829346
	Iteration 147Q: 3 clusters Score -800496.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -800497.687500 Penalty: 3125.829346
	Iteration 148Q: 3 clusters Score -800497.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -800504.875000 Penalty: 3125.829346
	Iteration 149Q: 3 clusters Score -800504.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -800509.812500 Penalty: 3125.829346
	Iteration 150Q: 3 clusters Score -800509.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -800515.000000 Penalty: 3125.829346
	Iteration 151Q: 3 clusters Score -800515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -800524.750000 Penalty: 3125.829346
	Iteration 152Q: 3 clusters Score -800524.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -800534.812500 Penalty: 3125.829346
	Iteration 153Q: 3 clusters Score -800534.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -800543.687500 Penalty: 3125.829346
	Iteration 154Q: 3 clusters Score -800543.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -800550.437500 Penalty: 3125.829346
	Iteration 155Q: 3 clusters Score -800550.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -800556.875000 Penalty: 3125.829346
	Iteration 156Q: 3 clusters Score -800556.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -800562.375000 Penalty: 3125.829346
	Iteration 157Q: 3 clusters Score -800562.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -800569.375000 Penalty: 3125.829346
	Iteration 158Q: 3 clusters Score -800569.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -800578.250000 Penalty: 3125.829346
	Iteration 159Q: 3 clusters Score -800578.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -800583.125000 Penalty: 3125.829346
	Iteration 160F: 3 clusters Score -800583.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -800596.312500 Penalty: 3125.829346
	Iteration 161Q: 3 clusters Score -800596.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -800614.812500 Penalty: 3125.829346
	Iteration 162Q: 3 clusters Score -800614.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -800639.500000 Penalty: 3125.829346
	Iteration 163Q: 3 clusters Score -800639.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -800671.687500 Penalty: 3125.829346
	Iteration 164Q: 3 clusters Score -800671.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -800711.187500 Penalty: 3125.829346
	Iteration 165Q: 3 clusters Score -800711.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -800758.937500 Penalty: 3125.829346
	Iteration 166Q: 3 clusters Score -800758.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -800805.500000 Penalty: 3125.829346
	Iteration 167Q: 3 clusters Score -800805.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -800855.562500 Penalty: 3125.829346
	Iteration 168Q: 3 clusters Score -800855.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -800911.000000 Penalty: 3125.829346
	Iteration 169Q: 3 clusters Score -800911 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -800967.187500 Penalty: 3125.829346
	Iteration 170Q: 3 clusters Score -800967.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -801010.375000 Penalty: 3125.829346
	Iteration 171Q: 3 clusters Score -801010.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -801043.000000 Penalty: 3125.829346
	Iteration 172Q: 3 clusters Score -801043 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -801070.625000 Penalty: 3125.829346
	Iteration 173Q: 3 clusters Score -801070.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -801092.875000 Penalty: 3125.829346
	Iteration 174Q: 3 clusters Score -801092.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -801120.250000 Penalty: 3125.829346
	Iteration 175Q: 3 clusters Score -801120.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -801142.437500 Penalty: 3125.829346
	Iteration 176Q: 3 clusters Score -801142.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -801172.312500 Penalty: 3125.829346
	Iteration 177Q: 3 clusters Score -801172.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -801206.812500 Penalty: 3125.829346
	Iteration 178Q: 3 clusters Score -801206.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -801248.937500 Penalty: 3125.829346
	Iteration 179Q: 3 clusters Score -801248.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -801294.562500 Penalty: 3125.829346
	Iteration 180F: 3 clusters Score -801294.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -801328.437500 Penalty: 3125.829346
	Iteration 181Q: 3 clusters Score -801328.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -801358.375000 Penalty: 3125.829346
	Iteration 182Q: 3 clusters Score -801358.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -801381.562500 Penalty: 3125.829346
	Iteration 183Q: 3 clusters Score -801381.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -801400.500000 Penalty: 3125.829346
	Iteration 184Q: 3 clusters Score -801400.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -801413.125000 Penalty: 3125.829346
	Iteration 185Q: 3 clusters Score -801413.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -801417.625000 Penalty: 3125.829346
	Iteration 186Q: 3 clusters Score -801417.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -801428.250000 Penalty: 3125.829346
	Iteration 187Q: 3 clusters Score -801428.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -801439.750000 Penalty: 3125.829346
	Iteration 188Q: 3 clusters Score -801439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -801447.187500 Penalty: 3125.829346
	Iteration 189Q: 3 clusters Score -801447.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -801457.125000 Penalty: 3125.829346
	Iteration 190Q: 3 clusters Score -801457.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -801461.687500 Penalty: 3125.829346
	Iteration 191Q: 3 clusters Score -801461.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -801469.875000 Penalty: 3125.829346
	Iteration 192Q: 3 clusters Score -801469.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -801485.187500 Penalty: 3125.829346
	Iteration 193Q: 3 clusters Score -801485.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -801498.625000 Penalty: 3125.829346
	Iteration 194Q: 3 clusters Score -801498.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -801512.125000 Penalty: 3125.829346
	Iteration 195Q: 3 clusters Score -801512.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -801532.812500 Penalty: 3125.829346
	Iteration 196Q: 3 clusters Score -801532.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -801548.875000 Penalty: 3125.829346
	Iteration 197Q: 3 clusters Score -801548.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -801560.250000 Penalty: 3125.829346
	Iteration 198Q: 3 clusters Score -801560.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -801570.937500 Penalty: 3125.829346
	Iteration 199Q: 3 clusters Score -801570.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -801580.562500 Penalty: 3125.829346
	Iteration 200F: 3 clusters Score -801580.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -801588.937500 Penalty: 3125.829346
	Iteration 201Q: 3 clusters Score -801588.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -801594.687500 Penalty: 3125.829346
	Iteration 202Q: 3 clusters Score -801594.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -801608.625000 Penalty: 3125.829346
	Iteration 203Q: 3 clusters Score -801608.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -801613.437500 Penalty: 3125.829346
	Iteration 204Q: 3 clusters Score -801613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -801618.625000 Penalty: 3125.829346
	Iteration 205Q: 3 clusters Score -801618.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -801622.312500 Penalty: 3125.829346
	Iteration 206Q: 3 clusters Score -801622.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -801626.500000 Penalty: 3125.829346
	Iteration 207Q: 3 clusters Score -801626.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -801631.562500 Penalty: 3125.829346
	Iteration 208Q: 3 clusters Score -801631.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -801632.937500 Penalty: 3125.829346
	Iteration 209Q: 3 clusters Score -801632.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -801639.937500 Penalty: 3125.829346
	Iteration 210Q: 3 clusters Score -801639.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -801643.250000 Penalty: 3125.829346
	Iteration 211Q: 3 clusters Score -801643.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -801646.750000 Penalty: 3125.829346
	Iteration 212Q: 3 clusters Score -801646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -801650.875000 Penalty: 3125.829346
	Iteration 213Q: 3 clusters Score -801650.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -801655.625000 Penalty: 3125.829346
	Iteration 214Q: 3 clusters Score -801655.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -801658.312500 Penalty: 3125.829346
	Iteration 215Q: 3 clusters Score -801658.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -801660.625000 Penalty: 3125.829346
	Iteration 216Q: 3 clusters Score -801660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -801663.750000 Penalty: 3125.829346
	Iteration 217Q: 3 clusters Score -801663.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -801664.937500 Penalty: 3125.829346
	Iteration 218Q: 3 clusters Score -801664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -801665.437500 Penalty: 3125.829346
	Iteration 219Q: 3 clusters Score -801665.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -801665.437500 Penalty: 3125.829346
	Iteration 220F: 3 clusters Score -801665.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Entering Unmasked Estep 
Score: -2381338.000000 Penalty: 1726.036987
	Iteration 0F: 2 clusters Score -2381338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2353815.750000 Penalty: 3452.073975
	Iteration 0F: 3 clusters Score -2353816 nChanged 19214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2364715.500000 Penalty: 3452.073975
	Iteration 1F: 3 clusters Score -2364716 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2365296.750000 Penalty: 3452.073975
	Iteration 2Q: 3 clusters Score -2365297 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2365883.250000 Penalty: 3452.073975
	Iteration 3Q: 3 clusters Score -2365883 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2366488.500000 Penalty: 3452.073975
	Iteration 4Q: 3 clusters Score -2366488 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2367082.500000 Penalty: 3452.073975
	Iteration 5Q: 3 clusters Score -2367082 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2367821.250000 Penalty: 3452.073975
	Iteration 6Q: 3 clusters Score -2367821 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2368635.250000 Penalty: 3452.073975
	Iteration 7Q: 3 clusters Score -2368635 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2369420.500000 Penalty: 3452.073975
	Iteration 8Q: 3 clusters Score -2369420 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2370216.500000 Penalty: 3452.073975
	Iteration 9Q: 3 clusters Score -2370216 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2370856.000000 Penalty: 3452.073975
	Iteration 10Q: 3 clusters Score -2370856 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2371401.000000 Penalty: 3452.073975
	Iteration 11Q: 3 clusters Score -2371401 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2371823.750000 Penalty: 3452.073975
	Iteration 12Q: 3 clusters Score -2371824 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2372131.500000 Penalty: 3452.073975
	Iteration 13Q: 3 clusters Score -2372132 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2372345.500000 Penalty: 3452.073975
	Iteration 14Q: 3 clusters Score -2372346 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2372534.750000 Penalty: 3452.073975
	Iteration 15Q: 3 clusters Score -2372535 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2372684.250000 Penalty: 3452.073975
	Iteration 16Q: 3 clusters Score -2372684 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2372818.500000 Penalty: 3452.073975
	Iteration 17Q: 3 clusters Score -2372818 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2372918.250000 Penalty: 3452.073975
	Iteration 18Q: 3 clusters Score -2372918 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2373016.500000 Penalty: 3452.073975
	Iteration 19Q: 3 clusters Score -2373016 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2373118.250000 Penalty: 3452.073975
	Iteration 20F: 3 clusters Score -2373118 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2373214.500000 Penalty: 3452.073975
	Iteration 21Q: 3 clusters Score -2373214 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2373267.000000 Penalty: 3452.073975
	Iteration 22Q: 3 clusters Score -2373267 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2373331.000000 Penalty: 3452.073975
	Iteration 23Q: 3 clusters Score -2373331 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2373391.500000 Penalty: 3452.073975
	Iteration 24Q: 3 clusters Score -2373392 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2373441.750000 Penalty: 3452.073975
	Iteration 25Q: 3 clusters Score -2373442 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2373510.500000 Penalty: 3452.073975
	Iteration 26Q: 3 clusters Score -2373510 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2373574.000000 Penalty: 3452.073975
	Iteration 27Q: 3 clusters Score -2373574 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2373636.250000 Penalty: 3452.073975
	Iteration 28Q: 3 clusters Score -2373636 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2373692.500000 Penalty: 3452.073975
	Iteration 29Q: 3 clusters Score -2373692 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2373764.000000 Penalty: 3452.073975
	Iteration 30Q: 3 clusters Score -2373764 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2373838.250000 Penalty: 3452.073975
	Iteration 31Q: 3 clusters Score -2373838 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2373926.000000 Penalty: 3452.073975
	Iteration 32Q: 3 clusters Score -2373926 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -2374056.750000 Penalty: 3452.073975
	Iteration 33Q: 3 clusters Score -2374057 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2374172.000000 Penalty: 3452.073975
	Iteration 34Q: 3 clusters Score -2374172 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -2374298.250000 Penalty: 3452.073975
	Iteration 35Q: 3 clusters Score -2374298 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -2374427.750000 Penalty: 3452.073975
	Iteration 36Q: 3 clusters Score -2374428 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2374587.500000 Penalty: 3452.073975
	Iteration 37Q: 3 clusters Score -2374588 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -2374762.000000 Penalty: 3452.073975
	Iteration 38Q: 3 clusters Score -2374762 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -2374940.250000 Penalty: 3452.073975
	Iteration 39Q: 3 clusters Score -2374940 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -2375133.750000 Penalty: 3452.073975
	Iteration 40F: 3 clusters Score -2375134 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -2375315.250000 Penalty: 3452.073975
	Iteration 41Q: 3 clusters Score -2375315 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -2375565.250000 Penalty: 3452.073975
	Iteration 42Q: 3 clusters Score -2375565 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -2375819.750000 Penalty: 3452.073975
	Iteration 43Q: 3 clusters Score -2375820 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -2376084.000000 Penalty: 3452.073975
	Iteration 44Q: 3 clusters Score -2376084 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -2376369.750000 Penalty: 3452.073975
	Iteration 45Q: 3 clusters Score -2376370 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -2376657.250000 Penalty: 3452.073975
	Iteration 46Q: 3 clusters Score -2376657 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -2376944.250000 Penalty: 3452.073975
	Iteration 47Q: 3 clusters Score -2376944 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -2377214.750000 Penalty: 3452.073975
	Iteration 48Q: 3 clusters Score -2377215 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -2377471.500000 Penalty: 3452.073975
	Iteration 49Q: 3 clusters Score -2377472 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -2377687.250000 Penalty: 3452.073975
	Iteration 50Q: 3 clusters Score -2377687 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -2377912.500000 Penalty: 3452.073975
	Iteration 51Q: 3 clusters Score -2377912 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -2378136.250000 Penalty: 3452.073975
	Iteration 52Q: 3 clusters Score -2378136 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -2378341.750000 Penalty: 3452.073975
	Iteration 53Q: 3 clusters Score -2378342 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -2378603.250000 Penalty: 3452.073975
	Iteration 54Q: 3 clusters Score -2378603 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -2378822.500000 Penalty: 3452.073975
	Iteration 55Q: 3 clusters Score -2378822 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -2379073.750000 Penalty: 3452.073975
	Iteration 56Q: 3 clusters Score -2379074 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -2379296.750000 Penalty: 3452.073975
	Iteration 57Q: 3 clusters Score -2379297 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -2379495.250000 Penalty: 3452.073975
	Iteration 58Q: 3 clusters Score -2379495 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -2379661.000000 Penalty: 3452.073975
	Iteration 59Q: 3 clusters Score -2379661 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -2379793.250000 Penalty: 3452.073975
	Iteration 60F: 3 clusters Score -2379793 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -2379888.250000 Penalty: 3452.073975
	Iteration 61Q: 3 clusters Score -2379888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -2379944.000000 Penalty: 3452.073975
	Iteration 62Q: 3 clusters Score -2379944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -2379997.250000 Penalty: 3452.073975
	Iteration 63Q: 3 clusters Score -2379997 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -2380028.250000 Penalty: 3452.073975
	Iteration 64Q: 3 clusters Score -2380028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -2380058.250000 Penalty: 3452.073975
	Iteration 65Q: 3 clusters Score -2380058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -2380086.500000 Penalty: 3452.073975
	Iteration 66Q: 3 clusters Score -2380086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -2380107.250000 Penalty: 3452.073975
	Iteration 67Q: 3 clusters Score -2380107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -2380126.500000 Penalty: 3452.073975
	Iteration 68Q: 3 clusters Score -2380126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -2380134.250000 Penalty: 3452.073975
	Iteration 69Q: 3 clusters Score -2380134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -2380154.250000 Penalty: 3452.073975
	Iteration 70Q: 3 clusters Score -2380154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -2380168.500000 Penalty: 3452.073975
	Iteration 71Q: 3 clusters Score -2380168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -2380182.000000 Penalty: 3452.073975
	Iteration 72Q: 3 clusters Score -2380182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -2380188.500000 Penalty: 3452.073975
	Iteration 73Q: 3 clusters Score -2380188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -2380200.500000 Penalty: 3452.073975
	Iteration 74Q: 3 clusters Score -2380200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -2380201.750000 Penalty: 3452.073975
	Iteration 75Q: 3 clusters Score -2380202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -2380205.000000 Penalty: 3452.073975
	Iteration 76Q: 3 clusters Score -2380205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -2380209.250000 Penalty: 3452.073975
	Iteration 77Q: 3 clusters Score -2380209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -2380210.000000 Penalty: 3452.073975
	Iteration 78Q: 3 clusters Score -2380210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -2380217.250000 Penalty: 3452.073975
	Iteration 79Q: 3 clusters Score -2380217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -2380221.750000 Penalty: 3452.073975
	Iteration 80F: 3 clusters Score -2380222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -2380225.500000 Penalty: 3452.073975
	Iteration 81Q: 3 clusters Score -2380226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -2380225.250000 Penalty: 3452.073975
	Iteration 82Q: 3 clusters Score -2380225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -2380223.000000 Penalty: 3452.073975
	Iteration 83Q: 3 clusters Score -2380223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -2380225.250000 Penalty: 3452.073975
	Iteration 84Q: 3 clusters Score -2380225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -2380224.750000 Penalty: 3452.073975
	Iteration 85Q: 3 clusters Score -2380225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -2380225.250000 Penalty: 3452.073975
	Iteration 86Q: 3 clusters Score -2380225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -2380225.250000 Penalty: 3452.073975
	Iteration 87F: 3 clusters Score -2380225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Entering Unmasked Estep 
Score: -900153.750000 Penalty: 1573.572998
	Iteration 0F: 2 clusters Score -900153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -889117.687500 Penalty: 3147.145996
	Iteration 0F: 3 clusters Score -889117.7 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -893065.062500 Penalty: 3147.145996
	Iteration 1F: 3 clusters Score -893065.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -893498.687500 Penalty: 3147.145996
	Iteration 2F: 3 clusters Score -893498.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -893915.687500 Penalty: 3147.145996
	Iteration 3F: 3 clusters Score -893915.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -894366.062500 Penalty: 3147.145996
	Iteration 4F: 3 clusters Score -894366.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -894897.687500 Penalty: 3147.145996
	Iteration 5F: 3 clusters Score -894897.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -895448.125000 Penalty: 3147.145996
	Iteration 6F: 3 clusters Score -895448.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -896000.375000 Penalty: 3147.145996
	Iteration 7F: 3 clusters Score -896000.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -896494.125000 Penalty: 3147.145996
	Iteration 8Q: 3 clusters Score -896494.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -896898.937500 Penalty: 3147.145996
	Iteration 9Q: 3 clusters Score -896898.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -897230.500000 Penalty: 3147.145996
	Iteration 10Q: 3 clusters Score -897230.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -897491.500000 Penalty: 3147.145996
	Iteration 11Q: 3 clusters Score -897491.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -897760.125000 Penalty: 3147.145996
	Iteration 12Q: 3 clusters Score -897760.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -898034.250000 Penalty: 3147.145996
	Iteration 13Q: 3 clusters Score -898034.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -898318.312500 Penalty: 3147.145996
	Iteration 14Q: 3 clusters Score -898318.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -898622.000000 Penalty: 3147.145996
	Iteration 15Q: 3 clusters Score -898622 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -898949.875000 Penalty: 3147.145996
	Iteration 16Q: 3 clusters Score -898949.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -899249.187500 Penalty: 3147.145996
	Iteration 17Q: 3 clusters Score -899249.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -899474.812500 Penalty: 3147.145996
	Iteration 18Q: 3 clusters Score -899474.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -899622.812500 Penalty: 3147.145996
	Iteration 19Q: 3 clusters Score -899622.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -899717.375000 Penalty: 3147.145996
	Iteration 20F: 3 clusters Score -899717.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -899769.750000 Penalty: 3147.145996
	Iteration 21Q: 3 clusters Score -899769.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -899808.937500 Penalty: 3147.145996
	Iteration 22Q: 3 clusters Score -899808.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -899838.187500 Penalty: 3147.145996
	Iteration 23Q: 3 clusters Score -899838.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -899861.375000 Penalty: 3147.145996
	Iteration 24Q: 3 clusters Score -899861.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -899881.812500 Penalty: 3147.145996
	Iteration 25Q: 3 clusters Score -899881.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -899887.062500 Penalty: 3147.145996
	Iteration 26Q: 3 clusters Score -899887.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -899897.125000 Penalty: 3147.145996
	Iteration 27Q: 3 clusters Score -899897.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -899902.062500 Penalty: 3147.145996
	Iteration 28Q: 3 clusters Score -899902.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -899907.375000 Penalty: 3147.145996
	Iteration 29Q: 3 clusters Score -899907.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -899911.812500 Penalty: 3147.145996
	Iteration 30Q: 3 clusters Score -899911.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -899916.250000 Penalty: 3147.145996
	Iteration 31Q: 3 clusters Score -899916.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -899919.687500 Penalty: 3147.145996
	Iteration 32Q: 3 clusters Score -899919.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -899922.062500 Penalty: 3147.145996
	Iteration 33Q: 3 clusters Score -899922.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -899925.250000 Penalty: 3147.145996
	Iteration 34Q: 3 clusters Score -899925.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -899925.375000 Penalty: 3147.145996
	Iteration 35Q: 3 clusters Score -899925.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -899927.250000 Penalty: 3147.145996
	Iteration 36Q: 3 clusters Score -899927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -899927.937500 Penalty: 3147.145996
	Iteration 37Q: 3 clusters Score -899927.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -899930.437500 Penalty: 3147.145996
	Iteration 38Q: 3 clusters Score -899930.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -899938.375000 Penalty: 3147.145996
	Iteration 39Q: 3 clusters Score -899938.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -899937.812500 Penalty: 3147.145996
	Iteration 40F: 3 clusters Score -899937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -899940.437500 Penalty: 3147.145996
	Iteration 41Q: 3 clusters Score -899940.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -899940.562500 Penalty: 3147.145996
	Iteration 42Q: 3 clusters Score -899940.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -899945.250000 Penalty: 3147.145996
	Iteration 43Q: 3 clusters Score -899945.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -899945.312500 Penalty: 3147.145996
	Iteration 44Q: 3 clusters Score -899945.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -899945.625000 Penalty: 3147.145996
	Iteration 45Q: 3 clusters Score -899945.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -899950.625000 Penalty: 3147.145996
	Iteration 46Q: 3 clusters Score -899950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -899951.125000 Penalty: 3147.145996
	Iteration 47Q: 3 clusters Score -899951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -899951.562500 Penalty: 3147.145996
	Iteration 48Q: 3 clusters Score -899951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -899954.750000 Penalty: 3147.145996
	Iteration 49Q: 3 clusters Score -899954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -899951.937500 Penalty: 3147.145996
	Iteration 50Q: 3 clusters Score -899951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -899955.500000 Penalty: 3147.145996
	Iteration 51Q: 3 clusters Score -899955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -899954.187500 Penalty: 3147.145996
	Iteration 52Q: 3 clusters Score -899954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -899954.187500 Penalty: 3147.145996
	Iteration 53F: 3 clusters Score -899954.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135514 members 
Entering Unmasked Estep 
Score: -7958847.000000 Penalty: 1920.234985
	Iteration 0F: 2 clusters Score -7958847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -7867864.000000 Penalty: 3840.469971
	Iteration 0F: 3 clusters Score -7867864 nChanged 65251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -7905848.500000 Penalty: 3840.469971
	Iteration 1F: 3 clusters Score -7905848 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -7906798.000000 Penalty: 3840.469971
	Iteration 2Q: 3 clusters Score -7906798 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -7908280.500000 Penalty: 3840.469971
	Iteration 3Q: 3 clusters Score -7908280 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -7911057.000000 Penalty: 3840.469971
	Iteration 4Q: 3 clusters Score -7911057 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -7916046.500000 Penalty: 3840.469971
	Iteration 5F: 3 clusters Score -7916046 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101796 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -7924604.000000 Penalty: 3840.469971
	Iteration 6F: 3 clusters Score -7924604 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -7936261.500000 Penalty: 3840.469971
	Iteration 7F: 3 clusters Score -7936262 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124670 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -7946880.500000 Penalty: 3840.469971
	Iteration 8F: 3 clusters Score -7946880 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -7953235.500000 Penalty: 3840.469971
	Iteration 9Q: 3 clusters Score -7953236 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133888 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7955848.000000 Penalty: 3840.469971
	Iteration 10Q: 3 clusters Score -7955848 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134817 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7956671.500000 Penalty: 3840.469971
	Iteration 11Q: 3 clusters Score -7956672 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135101 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7956951.000000 Penalty: 3840.469971
	Iteration 12Q: 3 clusters Score -7956951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135192 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7957058.000000 Penalty: 3840.469971
	Iteration 13Q: 3 clusters Score -7957058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135216 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7957101.000000 Penalty: 3840.469971
	Iteration 14Q: 3 clusters Score -7957101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7957128.000000 Penalty: 3840.469971
	Iteration 15Q: 3 clusters Score -7957128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7957148.000000 Penalty: 3840.469971
	Iteration 16Q: 3 clusters Score -7957148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7957165.000000 Penalty: 3840.469971
	Iteration 17Q: 3 clusters Score -7957165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135276 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7957180.000000 Penalty: 3840.469971
	Iteration 18Q: 3 clusters Score -7957180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7957193.000000 Penalty: 3840.469971
	Iteration 19Q: 3 clusters Score -7957193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135286 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7957213.000000 Penalty: 3840.469971
	Iteration 20F: 3 clusters Score -7957213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135292 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7957219.500000 Penalty: 3840.469971
	Iteration 21Q: 3 clusters Score -7957220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135294 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7957220.500000 Penalty: 3840.469971
	Iteration 22Q: 3 clusters Score -7957220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135296 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7957227.000000 Penalty: 3840.469971
	Iteration 23Q: 3 clusters Score -7957227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135299 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7957230.500000 Penalty: 3840.469971
	Iteration 24Q: 3 clusters Score -7957230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135302 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7957240.000000 Penalty: 3840.469971
	Iteration 25Q: 3 clusters Score -7957240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135302 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7957244.500000 Penalty: 3840.469971
	Iteration 26Q: 3 clusters Score -7957244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135303 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7957240.000000 Penalty: 3840.469971
	Iteration 27Q: 3 clusters Score -7957240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135303 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7957240.000000 Penalty: 3840.469971
	Iteration 28F: 3 clusters Score -7957240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -132687.718750 Penalty: 1312.837280
	Iteration 0F: 2 clusters Score -132687.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -129873.929688 Penalty: 2625.674561
	Iteration 0F: 3 clusters Score -129873.9 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -130852.265625 Penalty: 2625.674561
	Iteration 1F: 3 clusters Score -130852.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -131190.828125 Penalty: 2625.674561
	Iteration 2F: 3 clusters Score -131190.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -131459.406250 Penalty: 2625.674561
	Iteration 3F: 3 clusters Score -131459.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -131627.796875 Penalty: 2625.674561
	Iteration 4F: 3 clusters Score -131627.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -131769.171875 Penalty: 2625.674561
	Iteration 5Q: 3 clusters Score -131769.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -131863.859375 Penalty: 2625.674561
	Iteration 6Q: 3 clusters Score -131863.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -131938.296875 Penalty: 2625.674561
	Iteration 7Q: 3 clusters Score -131938.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -131998.312500 Penalty: 2625.674561
	Iteration 8Q: 3 clusters Score -131998.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -132042.312500 Penalty: 2625.674561
	Iteration 9Q: 3 clusters Score -132042.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -132075.015625 Penalty: 2625.674561
	Iteration 10Q: 3 clusters Score -132075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -132099.859375 Penalty: 2625.674561
	Iteration 11Q: 3 clusters Score -132099.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -132116.125000 Penalty: 2625.674561
	Iteration 12Q: 3 clusters Score -132116.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -132132.406250 Penalty: 2625.674561
	Iteration 13Q: 3 clusters Score -132132.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -132143.437500 Penalty: 2625.674561
	Iteration 14Q: 3 clusters Score -132143.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -132151.625000 Penalty: 2625.674561
	Iteration 15Q: 3 clusters Score -132151.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -132160.500000 Penalty: 2625.674561
	Iteration 16Q: 3 clusters Score -132160.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -132166.500000 Penalty: 2625.674561
	Iteration 17Q: 3 clusters Score -132166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -132170.000000 Penalty: 2625.674561
	Iteration 18Q: 3 clusters Score -132170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -132173.109375 Penalty: 2625.674561
	Iteration 19Q: 3 clusters Score -132173.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -132174.046875 Penalty: 2625.674561
	Iteration 20F: 3 clusters Score -132174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -132176.671875 Penalty: 2625.674561
	Iteration 21Q: 3 clusters Score -132176.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -132179.531250 Penalty: 2625.674561
	Iteration 22Q: 3 clusters Score -132179.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -132181.218750 Penalty: 2625.674561
	Iteration 23Q: 3 clusters Score -132181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -132182.718750 Penalty: 2625.674561
	Iteration 24Q: 3 clusters Score -132182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -132184.765625 Penalty: 2625.674561
	Iteration 25Q: 3 clusters Score -132184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -132186.890625 Penalty: 2625.674561
	Iteration 26Q: 3 clusters Score -132186.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -132190.781250 Penalty: 2625.674561
	Iteration 27Q: 3 clusters Score -132190.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -132197.359375 Penalty: 2625.674561
	Iteration 28Q: 3 clusters Score -132197.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -132205.390625 Penalty: 2625.674561
	Iteration 29Q: 3 clusters Score -132205.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -132213.312500 Penalty: 2625.674561
	Iteration 30Q: 3 clusters Score -132213.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -132219.875000 Penalty: 2625.674561
	Iteration 31Q: 3 clusters Score -132219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -132222.562500 Penalty: 2625.674561
	Iteration 32Q: 3 clusters Score -132222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -132223.312500 Penalty: 2625.674561
	Iteration 33Q: 3 clusters Score -132223.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -132223.312500 Penalty: 2625.674561
	Iteration 34F: 3 clusters Score -132223.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -175811.609375 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -175811.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -173222.359375 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -173222.4 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -173776.859375 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -173776.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -173891.906250 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -173891.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -173971.046875 Penalty: 2579.530762
	Iteration 3Q: 3 clusters Score -173971 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -174027.484375 Penalty: 2579.530762
	Iteration 4Q: 3 clusters Score -174027.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -174063.343750 Penalty: 2579.530762
	Iteration 5Q: 3 clusters Score -174063.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -174090.890625 Penalty: 2579.530762
	Iteration 6Q: 3 clusters Score -174090.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -174111.234375 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -174111.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -174133.515625 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -174133.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -174147.609375 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -174147.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -174164.140625 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -174164.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174179.281250 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -174179.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -174197.843750 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -174197.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -174212.640625 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -174212.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -174227.625000 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -174227.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -174244.812500 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -174244.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -174258.890625 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -174258.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -174274.078125 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -174274.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -174296.406250 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -174296.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -174313.046875 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -174313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -174338.265625 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -174338.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -174365.546875 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -174365.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -174389.062500 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -174389.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -174412.328125 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -174412.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -174433.937500 Penalty: 2579.530762
	Iteration 24Q: 3 clusters Score -174433.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -174453.859375 Penalty: 2579.530762
	Iteration 25Q: 3 clusters Score -174453.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -174468.234375 Penalty: 2579.530762
	Iteration 26Q: 3 clusters Score -174468.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -174482.640625 Penalty: 2579.530762
	Iteration 27Q: 3 clusters Score -174482.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -174500.031250 Penalty: 2579.530762
	Iteration 28Q: 3 clusters Score -174500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -174512.093750 Penalty: 2579.530762
	Iteration 29Q: 3 clusters Score -174512.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -174527.828125 Penalty: 2579.530762
	Iteration 30Q: 3 clusters Score -174527.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -174545.046875 Penalty: 2579.530762
	Iteration 31Q: 3 clusters Score -174545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -174562.625000 Penalty: 2579.530762
	Iteration 32Q: 3 clusters Score -174562.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -174579.671875 Penalty: 2579.530762
	Iteration 33Q: 3 clusters Score -174579.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -174599.671875 Penalty: 2579.530762
	Iteration 34Q: 3 clusters Score -174599.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -174612.468750 Penalty: 2579.530762
	Iteration 35Q: 3 clusters Score -174612.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -174619.687500 Penalty: 2579.530762
	Iteration 36Q: 3 clusters Score -174619.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -174628.625000 Penalty: 2579.530762
	Iteration 37Q: 3 clusters Score -174628.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -174637.765625 Penalty: 2579.530762
	Iteration 38Q: 3 clusters Score -174637.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -174642.312500 Penalty: 2579.530762
	Iteration 39Q: 3 clusters Score -174642.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -174648.640625 Penalty: 2579.530762
	Iteration 40F: 3 clusters Score -174648.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -174650.906250 Penalty: 2579.530762
	Iteration 41Q: 3 clusters Score -174650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -174656.187500 Penalty: 2579.530762
	Iteration 42Q: 3 clusters Score -174656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -174660.843750 Penalty: 2579.530762
	Iteration 43Q: 3 clusters Score -174660.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -174670.171875 Penalty: 2579.530762
	Iteration 44Q: 3 clusters Score -174670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -174673.906250 Penalty: 2579.530762
	Iteration 45Q: 3 clusters Score -174673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -174678.109375 Penalty: 2579.530762
	Iteration 46Q: 3 clusters Score -174678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -174683.171875 Penalty: 2579.530762
	Iteration 47Q: 3 clusters Score -174683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -174684.703125 Penalty: 2579.530762
	Iteration 48Q: 3 clusters Score -174684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -174686.156250 Penalty: 2579.530762
	Iteration 49Q: 3 clusters Score -174686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -174687.765625 Penalty: 2579.530762
	Iteration 50Q: 3 clusters Score -174687.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -174687.765625 Penalty: 2579.530762
	Iteration 51F: 3 clusters Score -174687.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -296722.218750 Penalty: 1388.246582
	Iteration 0F: 2 clusters Score -296722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -292613.500000 Penalty: 2776.493164
	Iteration 0F: 3 clusters Score -292613.5 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -293859.593750 Penalty: 2776.493164
	Iteration 1F: 3 clusters Score -293859.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -294184.843750 Penalty: 2776.493164
	Iteration 2F: 3 clusters Score -294184.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -294478.343750 Penalty: 2776.493164
	Iteration 3F: 3 clusters Score -294478.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -294767.875000 Penalty: 2776.493164
	Iteration 4F: 3 clusters Score -294767.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -295060.718750 Penalty: 2776.493164
	Iteration 5F: 3 clusters Score -295060.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -295320.437500 Penalty: 2776.493164
	Iteration 6F: 3 clusters Score -295320.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -295517.312500 Penalty: 2776.493164
	Iteration 7Q: 3 clusters Score -295517.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -295661.968750 Penalty: 2776.493164
	Iteration 8Q: 3 clusters Score -295662 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -295763.593750 Penalty: 2776.493164
	Iteration 9Q: 3 clusters Score -295763.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -295833.250000 Penalty: 2776.493164
	Iteration 10Q: 3 clusters Score -295833.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -295895.500000 Penalty: 2776.493164
	Iteration 11Q: 3 clusters Score -295895.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -295942.125000 Penalty: 2776.493164
	Iteration 12Q: 3 clusters Score -295942.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -295980.656250 Penalty: 2776.493164
	Iteration 13Q: 3 clusters Score -295980.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -296015.968750 Penalty: 2776.493164
	Iteration 14Q: 3 clusters Score -296016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -296045.718750 Penalty: 2776.493164
	Iteration 15Q: 3 clusters Score -296045.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -296071.281250 Penalty: 2776.493164
	Iteration 16Q: 3 clusters Score -296071.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -296095.781250 Penalty: 2776.493164
	Iteration 17Q: 3 clusters Score -296095.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -296119.312500 Penalty: 2776.493164
	Iteration 18Q: 3 clusters Score -296119.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -296139.187500 Penalty: 2776.493164
	Iteration 19Q: 3 clusters Score -296139.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -296160.937500 Penalty: 2776.493164
	Iteration 20F: 3 clusters Score -296160.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -296176.812500 Penalty: 2776.493164
	Iteration 21Q: 3 clusters Score -296176.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -296191.750000 Penalty: 2776.493164
	Iteration 22Q: 3 clusters Score -296191.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -296203.687500 Penalty: 2776.493164
	Iteration 23Q: 3 clusters Score -296203.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -296215.750000 Penalty: 2776.493164
	Iteration 24Q: 3 clusters Score -296215.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -296225.718750 Penalty: 2776.493164
	Iteration 25Q: 3 clusters Score -296225.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -296239.437500 Penalty: 2776.493164
	Iteration 26Q: 3 clusters Score -296239.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -296256.781250 Penalty: 2776.493164
	Iteration 27Q: 3 clusters Score -296256.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -296273.031250 Penalty: 2776.493164
	Iteration 28Q: 3 clusters Score -296273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -296287.593750 Penalty: 2776.493164
	Iteration 29Q: 3 clusters Score -296287.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -296309.375000 Penalty: 2776.493164
	Iteration 30Q: 3 clusters Score -296309.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -296328.437500 Penalty: 2776.493164
	Iteration 31Q: 3 clusters Score -296328.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -296350.531250 Penalty: 2776.493164
	Iteration 32Q: 3 clusters Score -296350.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -296367.562500 Penalty: 2776.493164
	Iteration 33Q: 3 clusters Score -296367.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -296381.093750 Penalty: 2776.493164
	Iteration 34Q: 3 clusters Score -296381.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -296385.062500 Penalty: 2776.493164
	Iteration 35Q: 3 clusters Score -296385.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -296387.343750 Penalty: 2776.493164
	Iteration 36Q: 3 clusters Score -296387.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -296388.125000 Penalty: 2776.493164
	Iteration 37Q: 3 clusters Score -296388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -296389.437500 Penalty: 2776.493164
	Iteration 38Q: 3 clusters Score -296389.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -296389.437500 Penalty: 2776.493164
	Iteration 39F: 3 clusters Score -296389.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Entering Unmasked Estep 
Score: -2669377.500000 Penalty: 1739.918579
	Iteration 0F: 2 clusters Score -2669378 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 22437 members 
Entering Unmasked Estep 
Score: -2639407.250000 Penalty: 3479.837158
	Iteration 0F: 3 clusters Score -2639407 nChanged 20902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2651486.250000 Penalty: 3479.837158
	Iteration 1F: 3 clusters Score -2651486 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2651974.500000 Penalty: 3479.837158
	Iteration 2Q: 3 clusters Score -2651974 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2652506.000000 Penalty: 3479.837158
	Iteration 3Q: 3 clusters Score -2652506 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -2653175.500000 Penalty: 3479.837158
	Iteration 4Q: 3 clusters Score -2653176 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -2654122.500000 Penalty: 3479.837158
	Iteration 5Q: 3 clusters Score -2654122 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -2655618.000000 Penalty: 3479.837158
	Iteration 6F: 3 clusters Score -2655618 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -2657732.500000 Penalty: 3479.837158
	Iteration 7F: 3 clusters Score -2657732 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -2660139.750000 Penalty: 3479.837158
	Iteration 8F: 3 clusters Score -2660140 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -2662387.500000 Penalty: 3479.837158
	Iteration 9F: 3 clusters Score -2662388 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -2664085.000000 Penalty: 3479.837158
	Iteration 10Q: 3 clusters Score -2664085 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -2665244.750000 Penalty: 3479.837158
	Iteration 11Q: 3 clusters Score -2665245 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -2665955.750000 Penalty: 3479.837158
	Iteration 12Q: 3 clusters Score -2665956 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -2666408.500000 Penalty: 3479.837158
	Iteration 13Q: 3 clusters Score -2666408 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -2666662.750000 Penalty: 3479.837158
	Iteration 14Q: 3 clusters Score -2666663 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -2666863.500000 Penalty: 3479.837158
	Iteration 15Q: 3 clusters Score -2666864 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -2667002.250000 Penalty: 3479.837158
	Iteration 16Q: 3 clusters Score -2667002 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -2667094.000000 Penalty: 3479.837158
	Iteration 17Q: 3 clusters Score -2667094 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -2667177.500000 Penalty: 3479.837158
	Iteration 18Q: 3 clusters Score -2667178 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -2667272.500000 Penalty: 3479.837158
	Iteration 19Q: 3 clusters Score -2667272 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -2667332.250000 Penalty: 3479.837158
	Iteration 20F: 3 clusters Score -2667332 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -2667387.750000 Penalty: 3479.837158
	Iteration 21Q: 3 clusters Score -2667388 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -2667452.750000 Penalty: 3479.837158
	Iteration 22Q: 3 clusters Score -2667453 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -2667501.500000 Penalty: 3479.837158
	Iteration 23Q: 3 clusters Score -2667502 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -2667554.750000 Penalty: 3479.837158
	Iteration 24Q: 3 clusters Score -2667555 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -2667592.500000 Penalty: 3479.837158
	Iteration 25Q: 3 clusters Score -2667592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -2667635.500000 Penalty: 3479.837158
	Iteration 26Q: 3 clusters Score -2667636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -2667644.250000 Penalty: 3479.837158
	Iteration 27Q: 3 clusters Score -2667644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -2667664.250000 Penalty: 3479.837158
	Iteration 28Q: 3 clusters Score -2667664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -2667683.250000 Penalty: 3479.837158
	Iteration 29Q: 3 clusters Score -2667683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -2667699.750000 Penalty: 3479.837158
	Iteration 30Q: 3 clusters Score -2667700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -2667724.500000 Penalty: 3479.837158
	Iteration 31Q: 3 clusters Score -2667724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -2667746.500000 Penalty: 3479.837158
	Iteration 32Q: 3 clusters Score -2667746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -2667762.500000 Penalty: 3479.837158
	Iteration 33Q: 3 clusters Score -2667762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -2667772.000000 Penalty: 3479.837158
	Iteration 34Q: 3 clusters Score -2667772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -2667776.750000 Penalty: 3479.837158
	Iteration 35Q: 3 clusters Score -2667777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -2667782.750000 Penalty: 3479.837158
	Iteration 36Q: 3 clusters Score -2667783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -2667794.250000 Penalty: 3479.837158
	Iteration 37Q: 3 clusters Score -2667794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -2667809.250000 Penalty: 3479.837158
	Iteration 38Q: 3 clusters Score -2667809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -2667819.500000 Penalty: 3479.837158
	Iteration 39Q: 3 clusters Score -2667820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -2667826.500000 Penalty: 3479.837158
	Iteration 40F: 3 clusters Score -2667826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -2667832.500000 Penalty: 3479.837158
	Iteration 41Q: 3 clusters Score -2667832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -2667839.750000 Penalty: 3479.837158
	Iteration 42Q: 3 clusters Score -2667840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -2667843.750000 Penalty: 3479.837158
	Iteration 43Q: 3 clusters Score -2667844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -2667841.750000 Penalty: 3479.837158
	Iteration 44Q: 3 clusters Score -2667842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -2667847.000000 Penalty: 3479.837158
	Iteration 45Q: 3 clusters Score -2667847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -2667850.500000 Penalty: 3479.837158
	Iteration 46Q: 3 clusters Score -2667850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -2667853.500000 Penalty: 3479.837158
	Iteration 47Q: 3 clusters Score -2667854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -2667856.750000 Penalty: 3479.837158
	Iteration 48Q: 3 clusters Score -2667857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -2667859.500000 Penalty: 3479.837158
	Iteration 49Q: 3 clusters Score -2667860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -2667859.250000 Penalty: 3479.837158
	Iteration 50Q: 3 clusters Score -2667859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -2667863.500000 Penalty: 3479.837158
	Iteration 51Q: 3 clusters Score -2667864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -2667874.500000 Penalty: 3479.837158
	Iteration 52Q: 3 clusters Score -2667874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -2667881.250000 Penalty: 3479.837158
	Iteration 53Q: 3 clusters Score -2667881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -2667881.250000 Penalty: 3479.837158
	Iteration 54Q: 3 clusters Score -2667881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -2667884.000000 Penalty: 3479.837158
	Iteration 55Q: 3 clusters Score -2667884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -2667882.750000 Penalty: 3479.837158
	Iteration 56Q: 3 clusters Score -2667883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -2667886.250000 Penalty: 3479.837158
	Iteration 57Q: 3 clusters Score -2667886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -2667889.250000 Penalty: 3479.837158
	Iteration 58Q: 3 clusters Score -2667889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -2667888.750000 Penalty: 3479.837158
	Iteration 59Q: 3 clusters Score -2667889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -2667892.000000 Penalty: 3479.837158
	Iteration 60F: 3 clusters Score -2667892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -2667893.750000 Penalty: 3479.837158
	Iteration 61Q: 3 clusters Score -2667894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -2667893.750000 Penalty: 3479.837158
	Iteration 62F: 3 clusters Score -2667894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -94274.101562 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -94274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -92297.281250 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -92297.28 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -92789.578125 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -92789.58 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -92958.273438 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -92958.27 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -93118.312500 Penalty: 2444.955811
	Iteration 3F: 3 clusters Score -93118.31 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -93225.046875 Penalty: 2444.955811
	Iteration 4F: 3 clusters Score -93225.05 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -93336.992188 Penalty: 2444.955811
	Iteration 5Q: 3 clusters Score -93336.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -93435.781250 Penalty: 2444.955811
	Iteration 6Q: 3 clusters Score -93435.78 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -93513.015625 Penalty: 2444.955811
	Iteration 7Q: 3 clusters Score -93513.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -93600.828125 Penalty: 2444.955811
	Iteration 8Q: 3 clusters Score -93600.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -93702.664062 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -93702.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -93799.273438 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -93799.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -93909.421875 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -93909.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -94016.320312 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -94016.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -94059.789062 Penalty: 2444.955811
	Iteration 13Q: 3 clusters Score -94059.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -94071.375000 Penalty: 2444.955811
	Iteration 14Q: 3 clusters Score -94071.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -94076.062500 Penalty: 2444.955811
	Iteration 15Q: 3 clusters Score -94076.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -94079.156250 Penalty: 2444.955811
	Iteration 16Q: 3 clusters Score -94079.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -94082.937500 Penalty: 2444.955811
	Iteration 17Q: 3 clusters Score -94082.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -94083.828125 Penalty: 2444.955811
	Iteration 18Q: 3 clusters Score -94083.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -94084.546875 Penalty: 2444.955811
	Iteration 19Q: 3 clusters Score -94084.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -94085.132812 Penalty: 2444.955811
	Iteration 20F: 3 clusters Score -94085.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -94085.960938 Penalty: 2444.955811
	Iteration 21Q: 3 clusters Score -94085.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -94087.531250 Penalty: 2444.955811
	Iteration 22Q: 3 clusters Score -94087.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -94088.742188 Penalty: 2444.955811
	Iteration 23Q: 3 clusters Score -94088.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -94088.992188 Penalty: 2444.955811
	Iteration 24Q: 3 clusters Score -94088.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -94089.492188 Penalty: 2444.955811
	Iteration 25Q: 3 clusters Score -94089.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -94089.492188 Penalty: 2444.955811
	Iteration 26F: 3 clusters Score -94089.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Entering Unmasked Estep 
Score: -739154.312500 Penalty: 1546.849609
	Iteration 0F: 2 clusters Score -739154.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -729583.187500 Penalty: 3093.699219
	Iteration 0F: 3 clusters Score -729583.2 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -732900.562500 Penalty: 3093.699219
	Iteration 1F: 3 clusters Score -732900.6 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -733291.375000 Penalty: 3093.699219
	Iteration 2F: 3 clusters Score -733291.4 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -733658.562500 Penalty: 3093.699219
	Iteration 3F: 3 clusters Score -733658.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -734071.437500 Penalty: 3093.699219
	Iteration 4F: 3 clusters Score -734071.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -734527.625000 Penalty: 3093.699219
	Iteration 5F: 3 clusters Score -734527.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -735025.125000 Penalty: 3093.699219
	Iteration 6F: 3 clusters Score -735025.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -735585.812500 Penalty: 3093.699219
	Iteration 7F: 3 clusters Score -735585.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -736155.562500 Penalty: 3093.699219
	Iteration 8F: 3 clusters Score -736155.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -736642.937500 Penalty: 3093.699219
	Iteration 9Q: 3 clusters Score -736642.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -737052.500000 Penalty: 3093.699219
	Iteration 10Q: 3 clusters Score -737052.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -737363.250000 Penalty: 3093.699219
	Iteration 11Q: 3 clusters Score -737363.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -737550.937500 Penalty: 3093.699219
	Iteration 12Q: 3 clusters Score -737550.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -737663.500000 Penalty: 3093.699219
	Iteration 13Q: 3 clusters Score -737663.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -737731.062500 Penalty: 3093.699219
	Iteration 14Q: 3 clusters Score -737731.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -737765.812500 Penalty: 3093.699219
	Iteration 15Q: 3 clusters Score -737765.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -737790.937500 Penalty: 3093.699219
	Iteration 16Q: 3 clusters Score -737790.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -737818.250000 Penalty: 3093.699219
	Iteration 17Q: 3 clusters Score -737818.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -737834.750000 Penalty: 3093.699219
	Iteration 18Q: 3 clusters Score -737834.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -737842.375000 Penalty: 3093.699219
	Iteration 19Q: 3 clusters Score -737842.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -737850.125000 Penalty: 3093.699219
	Iteration 20F: 3 clusters Score -737850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -737856.875000 Penalty: 3093.699219
	Iteration 21Q: 3 clusters Score -737856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -737861.375000 Penalty: 3093.699219
	Iteration 22Q: 3 clusters Score -737861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -737862.312500 Penalty: 3093.699219
	Iteration 23Q: 3 clusters Score -737862.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -737864.187500 Penalty: 3093.699219
	Iteration 24Q: 3 clusters Score -737864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -737866.375000 Penalty: 3093.699219
	Iteration 25Q: 3 clusters Score -737866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -737870.437500 Penalty: 3093.699219
	Iteration 26Q: 3 clusters Score -737870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -737872.875000 Penalty: 3093.699219
	Iteration 27Q: 3 clusters Score -737872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -737874.500000 Penalty: 3093.699219
	Iteration 28Q: 3 clusters Score -737874.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -737875.687500 Penalty: 3093.699219
	Iteration 29Q: 3 clusters Score -737875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -737876.750000 Penalty: 3093.699219
	Iteration 30Q: 3 clusters Score -737876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -737876.750000 Penalty: 3093.699219
	Iteration 31F: 3 clusters Score -737876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -549218.250000 Penalty: 1493.563110
	Iteration 0F: 2 clusters Score -549218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -542190.812500 Penalty: 2987.126221
	Iteration 0F: 3 clusters Score -542190.8 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -544642.687500 Penalty: 2987.126221
	Iteration 1F: 3 clusters Score -544642.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -545052.187500 Penalty: 2987.126221
	Iteration 2F: 3 clusters Score -545052.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -545568.500000 Penalty: 2987.126221
	Iteration 3F: 3 clusters Score -545568.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -546128.125000 Penalty: 2987.126221
	Iteration 4F: 3 clusters Score -546128.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -546686.437500 Penalty: 2987.126221
	Iteration 5F: 3 clusters Score -546686.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -547165.937500 Penalty: 2987.126221
	Iteration 6F: 3 clusters Score -547165.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -547514.875000 Penalty: 2987.126221
	Iteration 7F: 3 clusters Score -547514.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -547754.875000 Penalty: 2987.126221
	Iteration 8Q: 3 clusters Score -547754.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -547944.000000 Penalty: 2987.126221
	Iteration 9Q: 3 clusters Score -547944 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -548072.000000 Penalty: 2987.126221
	Iteration 10Q: 3 clusters Score -548072 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -548180.500000 Penalty: 2987.126221
	Iteration 11Q: 3 clusters Score -548180.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -548246.187500 Penalty: 2987.126221
	Iteration 12Q: 3 clusters Score -548246.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -548290.250000 Penalty: 2987.126221
	Iteration 13Q: 3 clusters Score -548290.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -548327.687500 Penalty: 2987.126221
	Iteration 14Q: 3 clusters Score -548327.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -548355.750000 Penalty: 2987.126221
	Iteration 15Q: 3 clusters Score -548355.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -548377.000000 Penalty: 2987.126221
	Iteration 16Q: 3 clusters Score -548377 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -548396.937500 Penalty: 2987.126221
	Iteration 17Q: 3 clusters Score -548396.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -548422.812500 Penalty: 2987.126221
	Iteration 18Q: 3 clusters Score -548422.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -548457.937500 Penalty: 2987.126221
	Iteration 19Q: 3 clusters Score -548457.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -548499.312500 Penalty: 2987.126221
	Iteration 20F: 3 clusters Score -548499.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -548527.375000 Penalty: 2987.126221
	Iteration 21Q: 3 clusters Score -548527.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -548554.125000 Penalty: 2987.126221
	Iteration 22Q: 3 clusters Score -548554.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -548576.687500 Penalty: 2987.126221
	Iteration 23Q: 3 clusters Score -548576.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -548591.000000 Penalty: 2987.126221
	Iteration 24Q: 3 clusters Score -548591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -548607.625000 Penalty: 2987.126221
	Iteration 25Q: 3 clusters Score -548607.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -548619.562500 Penalty: 2987.126221
	Iteration 26Q: 3 clusters Score -548619.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -548633.437500 Penalty: 2987.126221
	Iteration 27Q: 3 clusters Score -548633.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -548661.812500 Penalty: 2987.126221
	Iteration 28Q: 3 clusters Score -548661.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -548703.062500 Penalty: 2987.126221
	Iteration 29Q: 3 clusters Score -548703.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -548744.375000 Penalty: 2987.126221
	Iteration 30Q: 3 clusters Score -548744.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -548793.875000 Penalty: 2987.126221
	Iteration 31Q: 3 clusters Score -548793.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -548843.937500 Penalty: 2987.126221
	Iteration 32Q: 3 clusters Score -548843.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -548894.437500 Penalty: 2987.126221
	Iteration 33Q: 3 clusters Score -548894.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -548910.625000 Penalty: 2987.126221
	Iteration 34Q: 3 clusters Score -548910.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -548918.062500 Penalty: 2987.126221
	Iteration 35Q: 3 clusters Score -548918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -548921.250000 Penalty: 2987.126221
	Iteration 36Q: 3 clusters Score -548921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -548923.312500 Penalty: 2987.126221
	Iteration 37Q: 3 clusters Score -548923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -548924.125000 Penalty: 2987.126221
	Iteration 38Q: 3 clusters Score -548924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -548924.687500 Penalty: 2987.126221
	Iteration 39Q: 3 clusters Score -548924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -548924.687500 Penalty: 2987.126221
	Iteration 40F: 3 clusters Score -548924.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Entering Unmasked Estep 
Score: -369383.156250 Penalty: 1438.348877
	Iteration 0F: 2 clusters Score -369383.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -364195.125000 Penalty: 2876.697754
	Iteration 0F: 3 clusters Score -364195.1 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -365820.875000 Penalty: 2876.697754
	Iteration 1F: 3 clusters Score -365820.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -366170.593750 Penalty: 2876.697754
	Iteration 2F: 3 clusters Score -366170.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -366489.656250 Penalty: 2876.697754
	Iteration 3F: 3 clusters Score -366489.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -366820.375000 Penalty: 2876.697754
	Iteration 4F: 3 clusters Score -366820.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -367160.718750 Penalty: 2876.697754
	Iteration 5F: 3 clusters Score -367160.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -367464.937500 Penalty: 2876.697754
	Iteration 6F: 3 clusters Score -367464.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -367727.781250 Penalty: 2876.697754
	Iteration 7Q: 3 clusters Score -367727.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -367927.281250 Penalty: 2876.697754
	Iteration 8Q: 3 clusters Score -367927.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -368074.468750 Penalty: 2876.697754
	Iteration 9Q: 3 clusters Score -368074.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -368184.968750 Penalty: 2876.697754
	Iteration 10Q: 3 clusters Score -368185 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -368266.781250 Penalty: 2876.697754
	Iteration 11Q: 3 clusters Score -368266.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -368313.250000 Penalty: 2876.697754
	Iteration 12Q: 3 clusters Score -368313.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -368363.406250 Penalty: 2876.697754
	Iteration 13Q: 3 clusters Score -368363.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -368408.937500 Penalty: 2876.697754
	Iteration 14Q: 3 clusters Score -368408.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -368456.250000 Penalty: 2876.697754
	Iteration 15Q: 3 clusters Score -368456.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -368490.593750 Penalty: 2876.697754
	Iteration 16Q: 3 clusters Score -368490.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -368512.968750 Penalty: 2876.697754
	Iteration 17Q: 3 clusters Score -368513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -368530.062500 Penalty: 2876.697754
	Iteration 18Q: 3 clusters Score -368530.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -368541.593750 Penalty: 2876.697754
	Iteration 19Q: 3 clusters Score -368541.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -368549.187500 Penalty: 2876.697754
	Iteration 20F: 3 clusters Score -368549.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -368558.437500 Penalty: 2876.697754
	Iteration 21Q: 3 clusters Score -368558.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -368565.406250 Penalty: 2876.697754
	Iteration 22Q: 3 clusters Score -368565.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -368569.156250 Penalty: 2876.697754
	Iteration 23Q: 3 clusters Score -368569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -368572.062500 Penalty: 2876.697754
	Iteration 24Q: 3 clusters Score -368572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -368573.125000 Penalty: 2876.697754
	Iteration 25Q: 3 clusters Score -368573.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -368575.093750 Penalty: 2876.697754
	Iteration 26Q: 3 clusters Score -368575.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -368576.406250 Penalty: 2876.697754
	Iteration 27Q: 3 clusters Score -368576.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -368577.343750 Penalty: 2876.697754
	Iteration 28Q: 3 clusters Score -368577.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -368577.437500 Penalty: 2876.697754
	Iteration 29Q: 3 clusters Score -368577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -368578.250000 Penalty: 2876.697754
	Iteration 30Q: 3 clusters Score -368578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -368581.562500 Penalty: 2876.697754
	Iteration 31Q: 3 clusters Score -368581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -368582.281250 Penalty: 2876.697754
	Iteration 32Q: 3 clusters Score -368582.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -368583.750000 Penalty: 2876.697754
	Iteration 33Q: 3 clusters Score -368583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -368584.718750 Penalty: 2876.697754
	Iteration 34Q: 3 clusters Score -368584.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -368585.781250 Penalty: 2876.697754
	Iteration 35Q: 3 clusters Score -368585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -368585.718750 Penalty: 2876.697754
	Iteration 36Q: 3 clusters Score -368585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -368585.593750 Penalty: 2876.697754
	Iteration 37Q: 3 clusters Score -368585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -368585.593750 Penalty: 2876.697754
	Iteration 38F: 3 clusters Score -368585.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -230987.671875 Penalty: 1345.944580
	Iteration 0F: 2 clusters Score -230987.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -227678.171875 Penalty: 2691.889160
	Iteration 0F: 3 clusters Score -227678.2 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -228546.671875 Penalty: 2691.889160
	Iteration 1F: 3 clusters Score -228546.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -228692.921875 Penalty: 2691.889160
	Iteration 2F: 3 clusters Score -228692.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -228781.796875 Penalty: 2691.889160
	Iteration 3Q: 3 clusters Score -228781.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -228846.484375 Penalty: 2691.889160
	Iteration 4Q: 3 clusters Score -228846.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -228899.359375 Penalty: 2691.889160
	Iteration 5Q: 3 clusters Score -228899.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -228936.468750 Penalty: 2691.889160
	Iteration 6Q: 3 clusters Score -228936.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -228977.015625 Penalty: 2691.889160
	Iteration 7Q: 3 clusters Score -228977 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -229032.421875 Penalty: 2691.889160
	Iteration 8Q: 3 clusters Score -229032.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -229088.046875 Penalty: 2691.889160
	Iteration 9Q: 3 clusters Score -229088 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -229157.734375 Penalty: 2691.889160
	Iteration 10Q: 3 clusters Score -229157.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -229229.984375 Penalty: 2691.889160
	Iteration 11Q: 3 clusters Score -229230 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -229307.531250 Penalty: 2691.889160
	Iteration 12Q: 3 clusters Score -229307.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -229377.656250 Penalty: 2691.889160
	Iteration 13Q: 3 clusters Score -229377.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -229446.984375 Penalty: 2691.889160
	Iteration 14Q: 3 clusters Score -229447 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -229503.484375 Penalty: 2691.889160
	Iteration 15Q: 3 clusters Score -229503.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -229574.359375 Penalty: 2691.889160
	Iteration 16Q: 3 clusters Score -229574.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -229660.203125 Penalty: 2691.889160
	Iteration 17Q: 3 clusters Score -229660.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -229740.687500 Penalty: 2691.889160
	Iteration 18Q: 3 clusters Score -229740.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -229808.578125 Penalty: 2691.889160
	Iteration 19Q: 3 clusters Score -229808.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -229876.390625 Penalty: 2691.889160
	Iteration 20F: 3 clusters Score -229876.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -229928.812500 Penalty: 2691.889160
	Iteration 21Q: 3 clusters Score -229928.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -229964.781250 Penalty: 2691.889160
	Iteration 22Q: 3 clusters Score -229964.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -230000.250000 Penalty: 2691.889160
	Iteration 23Q: 3 clusters Score -230000.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -230019.796875 Penalty: 2691.889160
	Iteration 24Q: 3 clusters Score -230019.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -230029.906250 Penalty: 2691.889160
	Iteration 25Q: 3 clusters Score -230029.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -230035.000000 Penalty: 2691.889160
	Iteration 26Q: 3 clusters Score -230035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -230038.921875 Penalty: 2691.889160
	Iteration 27Q: 3 clusters Score -230038.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -230042.000000 Penalty: 2691.889160
	Iteration 28Q: 3 clusters Score -230042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -230043.250000 Penalty: 2691.889160
	Iteration 29Q: 3 clusters Score -230043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -230044.375000 Penalty: 2691.889160
	Iteration 30Q: 3 clusters Score -230044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -230045.531250 Penalty: 2691.889160
	Iteration 31Q: 3 clusters Score -230045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -230046.078125 Penalty: 2691.889160
	Iteration 32Q: 3 clusters Score -230046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -230046.656250 Penalty: 2691.889160
	Iteration 33Q: 3 clusters Score -230046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -230047.015625 Penalty: 2691.889160
	Iteration 34Q: 3 clusters Score -230047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -230047.781250 Penalty: 2691.889160
	Iteration 35Q: 3 clusters Score -230047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -230048.578125 Penalty: 2691.889160
	Iteration 36Q: 3 clusters Score -230048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -230049.531250 Penalty: 2691.889160
	Iteration 37Q: 3 clusters Score -230049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -230049.625000 Penalty: 2691.889160
	Iteration 38Q: 3 clusters Score -230049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -230049.671875 Penalty: 2691.889160
	Iteration 39Q: 3 clusters Score -230049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -230049.671875 Penalty: 2691.889160
	Iteration 40F: 3 clusters Score -230049.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Entering Unmasked Estep 
Score: -367823.843750 Penalty: 1435.153198
	Iteration 0F: 2 clusters Score -367823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -362743.531250 Penalty: 2870.306396
	Iteration 0F: 3 clusters Score -362743.5 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -364439.687500 Penalty: 2870.306396
	Iteration 1F: 3 clusters Score -364439.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -364746.343750 Penalty: 2870.306396
	Iteration 2F: 3 clusters Score -364746.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -364959.062500 Penalty: 2870.306396
	Iteration 3F: 3 clusters Score -364959.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -365113.875000 Penalty: 2870.306396
	Iteration 4Q: 3 clusters Score -365113.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -365268.750000 Penalty: 2870.306396
	Iteration 5Q: 3 clusters Score -365268.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -365421.312500 Penalty: 2870.306396
	Iteration 6Q: 3 clusters Score -365421.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -365581.125000 Penalty: 2870.306396
	Iteration 7Q: 3 clusters Score -365581.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -365771.968750 Penalty: 2870.306396
	Iteration 8Q: 3 clusters Score -365772 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -366008.218750 Penalty: 2870.306396
	Iteration 9Q: 3 clusters Score -366008.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -366273.093750 Penalty: 2870.306396
	Iteration 10Q: 3 clusters Score -366273.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -366527.250000 Penalty: 2870.306396
	Iteration 11Q: 3 clusters Score -366527.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -366711.593750 Penalty: 2870.306396
	Iteration 12Q: 3 clusters Score -366711.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -366798.718750 Penalty: 2870.306396
	Iteration 13Q: 3 clusters Score -366798.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -366849.531250 Penalty: 2870.306396
	Iteration 14Q: 3 clusters Score -366849.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -366888.406250 Penalty: 2870.306396
	Iteration 15Q: 3 clusters Score -366888.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -366928.343750 Penalty: 2870.306396
	Iteration 16Q: 3 clusters Score -366928.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -366962.562500 Penalty: 2870.306396
	Iteration 17Q: 3 clusters Score -366962.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -366981.781250 Penalty: 2870.306396
	Iteration 18Q: 3 clusters Score -366981.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -366993.031250 Penalty: 2870.306396
	Iteration 19Q: 3 clusters Score -366993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -367002.406250 Penalty: 2870.306396
	Iteration 20F: 3 clusters Score -367002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -367007.562500 Penalty: 2870.306396
	Iteration 21Q: 3 clusters Score -367007.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -367015.218750 Penalty: 2870.306396
	Iteration 22Q: 3 clusters Score -367015.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -367019.093750 Penalty: 2870.306396
	Iteration 23Q: 3 clusters Score -367019.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -367021.187500 Penalty: 2870.306396
	Iteration 24Q: 3 clusters Score -367021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -367021.968750 Penalty: 2870.306396
	Iteration 25Q: 3 clusters Score -367022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -367023.656250 Penalty: 2870.306396
	Iteration 26Q: 3 clusters Score -367023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -367023.781250 Penalty: 2870.306396
	Iteration 27Q: 3 clusters Score -367023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -367023.781250 Penalty: 2870.306396
	Iteration 28F: 3 clusters Score -367023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -264200.875000 Penalty: 1396.309082
	Iteration 0F: 2 clusters Score -264200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -259993.906250 Penalty: 2792.618164
	Iteration 0F: 3 clusters Score -259993.9 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -261494.453125 Penalty: 2792.618164
	Iteration 1F: 3 clusters Score -261494.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -261854.921875 Penalty: 2792.618164
	Iteration 2F: 3 clusters Score -261854.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -262119.453125 Penalty: 2792.618164
	Iteration 3F: 3 clusters Score -262119.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -262307.281250 Penalty: 2792.618164
	Iteration 4F: 3 clusters Score -262307.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -262449.281250 Penalty: 2792.618164
	Iteration 5Q: 3 clusters Score -262449.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -262546.500000 Penalty: 2792.618164
	Iteration 6Q: 3 clusters Score -262546.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -262650.968750 Penalty: 2792.618164
	Iteration 7Q: 3 clusters Score -262651 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -262750.406250 Penalty: 2792.618164
	Iteration 8Q: 3 clusters Score -262750.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -262846.312500 Penalty: 2792.618164
	Iteration 9Q: 3 clusters Score -262846.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -262944.281250 Penalty: 2792.618164
	Iteration 10Q: 3 clusters Score -262944.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -263055.875000 Penalty: 2792.618164
	Iteration 11Q: 3 clusters Score -263055.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -263181.250000 Penalty: 2792.618164
	Iteration 12Q: 3 clusters Score -263181.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -263293.187500 Penalty: 2792.618164
	Iteration 13Q: 3 clusters Score -263293.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -263416.781250 Penalty: 2792.618164
	Iteration 14Q: 3 clusters Score -263416.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -263513.781250 Penalty: 2792.618164
	Iteration 15Q: 3 clusters Score -263513.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -263605.687500 Penalty: 2792.618164
	Iteration 16Q: 3 clusters Score -263605.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -263676.968750 Penalty: 2792.618164
	Iteration 17Q: 3 clusters Score -263677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -263747.781250 Penalty: 2792.618164
	Iteration 18Q: 3 clusters Score -263747.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -263814.093750 Penalty: 2792.618164
	Iteration 19Q: 3 clusters Score -263814.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -263863.812500 Penalty: 2792.618164
	Iteration 20F: 3 clusters Score -263863.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -263898.906250 Penalty: 2792.618164
	Iteration 21Q: 3 clusters Score -263898.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -263917.187500 Penalty: 2792.618164
	Iteration 22Q: 3 clusters Score -263917.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -263940.937500 Penalty: 2792.618164
	Iteration 23Q: 3 clusters Score -263940.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -263968.906250 Penalty: 2792.618164
	Iteration 24Q: 3 clusters Score -263968.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -263992.812500 Penalty: 2792.618164
	Iteration 25Q: 3 clusters Score -263992.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -264005.343750 Penalty: 2792.618164
	Iteration 26Q: 3 clusters Score -264005.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -264016.875000 Penalty: 2792.618164
	Iteration 27Q: 3 clusters Score -264016.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -264038.187500 Penalty: 2792.618164
	Iteration 28Q: 3 clusters Score -264038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -264050.468750 Penalty: 2792.618164
	Iteration 29Q: 3 clusters Score -264050.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -264066.062500 Penalty: 2792.618164
	Iteration 30Q: 3 clusters Score -264066.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -264085.687500 Penalty: 2792.618164
	Iteration 31Q: 3 clusters Score -264085.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -264104.687500 Penalty: 2792.618164
	Iteration 32Q: 3 clusters Score -264104.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -264117.562500 Penalty: 2792.618164
	Iteration 33Q: 3 clusters Score -264117.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -264133.250000 Penalty: 2792.618164
	Iteration 34Q: 3 clusters Score -264133.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -264145.468750 Penalty: 2792.618164
	Iteration 35Q: 3 clusters Score -264145.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -264160.843750 Penalty: 2792.618164
	Iteration 36Q: 3 clusters Score -264160.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -264202.843750 Penalty: 2792.618164
	Iteration 37Q: 3 clusters Score -264202.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -264295.562500 Penalty: 2792.618164
	Iteration 38Q: 3 clusters Score -264295.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -264314.437500 Penalty: 2792.618164
	Iteration 39Q: 3 clusters Score -264314.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -264319.593750 Penalty: 2792.618164
	Iteration 40F: 3 clusters Score -264319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -264321.812500 Penalty: 2792.618164
	Iteration 41Q: 3 clusters Score -264321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -264322.875000 Penalty: 2792.618164
	Iteration 42Q: 3 clusters Score -264322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -264322.875000 Penalty: 2792.618164
	Iteration 43F: 3 clusters Score -264322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107490 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 15001 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 47466 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46786 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15032 members 
Mstep: Class 14 contains 41018 members 
Mstep: Class 15 contains 16051 members 
Mstep: Class 16 contains 135514 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 44676 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 13617 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 6984 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 520 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6836 members 
Mstep: Class 30 contains 4872 members 
Entering Unmasked Estep 
Score: -34128600.000000 Penalty: 65047.898438
Splitting cluster 27 changes total score from -34129196.000000 to -34128600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -57168.957031 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -57168.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -55732.015625 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -55732.02 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -55968.242188 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -55968.24 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -56032.574219 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -56032.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -56059.960938 Penalty: 2242.409912
	Iteration 3Q: 3 clusters Score -56059.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -56080.035156 Penalty: 2242.409912
	Iteration 4Q: 3 clusters Score -56080.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -56100.367188 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -56100.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -56115.929688 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -56115.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -56126.851562 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -56126.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -56135.007812 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -56135.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56137.996094 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -56138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56140.953125 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -56140.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -56141.722656 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -56141.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56142.429688 Penalty: 2242.409912
	Iteration 12Q: 3 clusters Score -56142.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56142.429688 Penalty: 2242.409912
	Iteration 13F: 3 clusters Score -56142.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Entering Unmasked Estep 
Score: -388626.875000 Penalty: 1434.868164
	Iteration 0F: 2 clusters Score -388626.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -383482.875000 Penalty: 2869.736328
	Iteration 0F: 3 clusters Score -383482.9 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -384934.687500 Penalty: 2869.736328
	Iteration 1F: 3 clusters Score -384934.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -385125.125000 Penalty: 2869.736328
	Iteration 2F: 3 clusters Score -385125.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -385244.906250 Penalty: 2869.736328
	Iteration 3Q: 3 clusters Score -385244.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -385335.625000 Penalty: 2869.736328
	Iteration 4Q: 3 clusters Score -385335.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -385418.312500 Penalty: 2869.736328
	Iteration 5Q: 3 clusters Score -385418.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -385494.625000 Penalty: 2869.736328
	Iteration 6Q: 3 clusters Score -385494.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -385556.343750 Penalty: 2869.736328
	Iteration 7Q: 3 clusters Score -385556.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -385624.406250 Penalty: 2869.736328
	Iteration 8Q: 3 clusters Score -385624.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -385726.375000 Penalty: 2869.736328
	Iteration 9Q: 3 clusters Score -385726.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -385849.906250 Penalty: 2869.736328
	Iteration 10Q: 3 clusters Score -385849.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -385977.062500 Penalty: 2869.736328
	Iteration 11Q: 3 clusters Score -385977.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -386084.125000 Penalty: 2869.736328
	Iteration 12Q: 3 clusters Score -386084.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -386171.968750 Penalty: 2869.736328
	Iteration 13Q: 3 clusters Score -386172 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -386262.968750 Penalty: 2869.736328
	Iteration 14Q: 3 clusters Score -386263 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -386353.968750 Penalty: 2869.736328
	Iteration 15Q: 3 clusters Score -386354 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -386436.625000 Penalty: 2869.736328
	Iteration 16Q: 3 clusters Score -386436.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -386502.875000 Penalty: 2869.736328
	Iteration 17Q: 3 clusters Score -386502.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -386564.593750 Penalty: 2869.736328
	Iteration 18Q: 3 clusters Score -386564.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -386622.218750 Penalty: 2869.736328
	Iteration 19Q: 3 clusters Score -386622.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -386670.968750 Penalty: 2869.736328
	Iteration 20F: 3 clusters Score -386671 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -386707.312500 Penalty: 2869.736328
	Iteration 21Q: 3 clusters Score -386707.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -386746.281250 Penalty: 2869.736328
	Iteration 22Q: 3 clusters Score -386746.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -386776.718750 Penalty: 2869.736328
	Iteration 23Q: 3 clusters Score -386776.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -386812.000000 Penalty: 2869.736328
	Iteration 24Q: 3 clusters Score -386812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -386856.312500 Penalty: 2869.736328
	Iteration 25Q: 3 clusters Score -386856.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -386903.656250 Penalty: 2869.736328
	Iteration 26Q: 3 clusters Score -386903.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -386947.500000 Penalty: 2869.736328
	Iteration 27Q: 3 clusters Score -386947.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -386984.000000 Penalty: 2869.736328
	Iteration 28Q: 3 clusters Score -386984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -387016.875000 Penalty: 2869.736328
	Iteration 29Q: 3 clusters Score -387016.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -387053.843750 Penalty: 2869.736328
	Iteration 30Q: 3 clusters Score -387053.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -387102.625000 Penalty: 2869.736328
	Iteration 31Q: 3 clusters Score -387102.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -387151.218750 Penalty: 2869.736328
	Iteration 32Q: 3 clusters Score -387151.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -387189.906250 Penalty: 2869.736328
	Iteration 33Q: 3 clusters Score -387189.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -387244.437500 Penalty: 2869.736328
	Iteration 34Q: 3 clusters Score -387244.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -387298.343750 Penalty: 2869.736328
	Iteration 35Q: 3 clusters Score -387298.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387347.906250 Penalty: 2869.736328
	Iteration 36Q: 3 clusters Score -387347.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -387391.906250 Penalty: 2869.736328
	Iteration 37Q: 3 clusters Score -387391.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387423.906250 Penalty: 2869.736328
	Iteration 38Q: 3 clusters Score -387423.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -387453.093750 Penalty: 2869.736328
	Iteration 39Q: 3 clusters Score -387453.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387489.812500 Penalty: 2869.736328
	Iteration 40F: 3 clusters Score -387489.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387519.500000 Penalty: 2869.736328
	Iteration 41Q: 3 clusters Score -387519.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -387545.000000 Penalty: 2869.736328
	Iteration 42Q: 3 clusters Score -387545 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -387574.437500 Penalty: 2869.736328
	Iteration 43Q: 3 clusters Score -387574.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -387605.000000 Penalty: 2869.736328
	Iteration 44Q: 3 clusters Score -387605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -387631.593750 Penalty: 2869.736328
	Iteration 45Q: 3 clusters Score -387631.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -387652.218750 Penalty: 2869.736328
	Iteration 46Q: 3 clusters Score -387652.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -387676.468750 Penalty: 2869.736328
	Iteration 47Q: 3 clusters Score -387676.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -387703.281250 Penalty: 2869.736328
	Iteration 48Q: 3 clusters Score -387703.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -387723.750000 Penalty: 2869.736328
	Iteration 49Q: 3 clusters Score -387723.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -387746.468750 Penalty: 2869.736328
	Iteration 50Q: 3 clusters Score -387746.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -387769.750000 Penalty: 2869.736328
	Iteration 51Q: 3 clusters Score -387769.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -387786.062500 Penalty: 2869.736328
	Iteration 52Q: 3 clusters Score -387786.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -387799.218750 Penalty: 2869.736328
	Iteration 53Q: 3 clusters Score -387799.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -387815.687500 Penalty: 2869.736328
	Iteration 54Q: 3 clusters Score -387815.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -387828.125000 Penalty: 2869.736328
	Iteration 55Q: 3 clusters Score -387828.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -387839.718750 Penalty: 2869.736328
	Iteration 56Q: 3 clusters Score -387839.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -387852.312500 Penalty: 2869.736328
	Iteration 57Q: 3 clusters Score -387852.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -387864.187500 Penalty: 2869.736328
	Iteration 58Q: 3 clusters Score -387864.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -387874.187500 Penalty: 2869.736328
	Iteration 59Q: 3 clusters Score -387874.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -387884.500000 Penalty: 2869.736328
	Iteration 60F: 3 clusters Score -387884.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -387889.250000 Penalty: 2869.736328
	Iteration 61Q: 3 clusters Score -387889.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -387891.875000 Penalty: 2869.736328
	Iteration 62Q: 3 clusters Score -387891.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -387894.000000 Penalty: 2869.736328
	Iteration 63Q: 3 clusters Score -387894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -387897.468750 Penalty: 2869.736328
	Iteration 64Q: 3 clusters Score -387897.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -387903.843750 Penalty: 2869.736328
	Iteration 65Q: 3 clusters Score -387903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -387907.906250 Penalty: 2869.736328
	Iteration 66Q: 3 clusters Score -387907.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -387910.468750 Penalty: 2869.736328
	Iteration 67Q: 3 clusters Score -387910.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -387912.906250 Penalty: 2869.736328
	Iteration 68Q: 3 clusters Score -387912.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -387914.937500 Penalty: 2869.736328
	Iteration 69Q: 3 clusters Score -387914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -387918.093750 Penalty: 2869.736328
	Iteration 70Q: 3 clusters Score -387918.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -387919.968750 Penalty: 2869.736328
	Iteration 71Q: 3 clusters Score -387920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -387922.500000 Penalty: 2869.736328
	Iteration 72Q: 3 clusters Score -387922.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -387923.937500 Penalty: 2869.736328
	Iteration 73Q: 3 clusters Score -387923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -387925.531250 Penalty: 2869.736328
	Iteration 74Q: 3 clusters Score -387925.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -387926.500000 Penalty: 2869.736328
	Iteration 75Q: 3 clusters Score -387926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -387927.531250 Penalty: 2869.736328
	Iteration 76Q: 3 clusters Score -387927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -387926.531250 Penalty: 2869.736328
	Iteration 77Q: 3 clusters Score -387926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -387927.375000 Penalty: 2869.736328
	Iteration 78Q: 3 clusters Score -387927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -387927.375000 Penalty: 2869.736328
	Iteration 79F: 3 clusters Score -387927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107490 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 15001 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 47466 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46786 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15032 members 
Mstep: Class 14 contains 41018 members 
Mstep: Class 15 contains 16051 members 
Mstep: Class 16 contains 135514 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 44676 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 13617 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 6984 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5392 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129252.000000 Penalty: 62879.636719
Iteration 159Q: 30 clusters Score -3.412925e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107488 members 
Mstep: Class 3 contains 5242 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 41351 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 47469 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46790 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 15031 members 
Mstep: Class 14 contains 41018 members 
Mstep: Class 15 contains 16050 members 
Mstep: Class 16 contains 135514 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5132 members 
Mstep: Class 20 contains 44671 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 13622 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 6979 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5391 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129284.000000 Penalty: 62879.636719
Iteration 160F: 30 clusters Score -3.412928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107485 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 15032 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 47467 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46795 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 15028 members 
Mstep: Class 14 contains 41018 members 
Mstep: Class 15 contains 16048 members 
Mstep: Class 16 contains 135515 members 
Mstep: Class 17 contains 3231 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5136 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 13626 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 6976 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5390 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129276.000000 Penalty: 62879.636719
Iteration 161Q: 30 clusters Score -3.412928e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107485 members 
Mstep: Class 3 contains 5207 members 
Mstep: Class 4 contains 15054 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 47465 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46797 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 15021 members 
Mstep: Class 14 contains 41019 members 
Mstep: Class 15 contains 16046 members 
Mstep: Class 16 contains 135517 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 44666 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 13624 members 
Mstep: Class 23 contains 9812 members 
Mstep: Class 24 contains 6972 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5389 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129280.000000 Penalty: 62879.636719
Iteration 162Q: 30 clusters Score -3.412928e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107484 members 
Mstep: Class 3 contains 5185 members 
Mstep: Class 4 contains 15084 members 
Mstep: Class 5 contains 41354 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 47462 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46798 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 15017 members 
Mstep: Class 14 contains 41020 members 
Mstep: Class 15 contains 16041 members 
Mstep: Class 16 contains 135519 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 44664 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 13627 members 
Mstep: Class 23 contains 9816 members 
Mstep: Class 24 contains 6972 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5383 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129364.000000 Penalty: 62879.636719
Iteration 163Q: 30 clusters Score -3.412936e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107485 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 15123 members 
Mstep: Class 5 contains 41355 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1446 members 
Mstep: Class 8 contains 47461 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 46796 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 15015 members 
Mstep: Class 14 contains 41021 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 135516 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 44660 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 13630 members 
Mstep: Class 23 contains 9818 members 
Mstep: Class 24 contains 6970 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5381 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129364.000000 Penalty: 62879.636719
Iteration 164Q: 30 clusters Score -3.412936e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107485 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 15169 members 
Mstep: Class 5 contains 41357 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 47458 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46803 members 
Mstep: Class 11 contains 17330 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 41016 members 
Mstep: Class 15 contains 16035 members 
Mstep: Class 16 contains 135516 members 
Mstep: Class 17 contains 3242 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 44658 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 13635 members 
Mstep: Class 23 contains 9818 members 
Mstep: Class 24 contains 6964 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 5377 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129364.000000 Penalty: 62879.636719
Iteration 165Q: 30 clusters Score -3.412936e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 107479 members 
Mstep: Class 3 contains 5084 members 
Mstep: Class 4 contains 15209 members 
Mstep: Class 5 contains 41361 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 46818 members 
Mstep: Class 11 contains 17329 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 41016 members 
Mstep: Class 15 contains 16027 members 
Mstep: Class 16 contains 135518 members 
Mstep: Class 17 contains 3252 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 44654 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 13639 members 
Mstep: Class 23 contains 9819 members 
Mstep: Class 24 contains 6957 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 5368 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129380.000000 Penalty: 62879.636719
Iteration 166Q: 30 clusters Score -3.412938e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 107478 members 
Mstep: Class 3 contains 5047 members 
Mstep: Class 4 contains 15246 members 
Mstep: Class 5 contains 41369 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 47457 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 46824 members 
Mstep: Class 11 contains 17326 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14990 members 
Mstep: Class 14 contains 41010 members 
Mstep: Class 15 contains 16025 members 
Mstep: Class 16 contains 135522 members 
Mstep: Class 17 contains 3261 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5152 members 
Mstep: Class 20 contains 44649 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 13643 members 
Mstep: Class 23 contains 9824 members 
Mstep: Class 24 contains 6954 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129332.000000 Penalty: 62879.636719
Iteration 167Q: 30 clusters Score -3.412933e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 107478 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 15281 members 
Mstep: Class 5 contains 41371 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 47452 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46828 members 
Mstep: Class 11 contains 17326 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14985 members 
Mstep: Class 14 contains 41008 members 
Mstep: Class 15 contains 16020 members 
Mstep: Class 16 contains 135521 members 
Mstep: Class 17 contains 3270 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 44650 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 13651 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 6949 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6850 members 
Mstep: Class 27 contains 5354 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129316.000000 Penalty: 62879.636719
Iteration 168Q: 30 clusters Score -3.412932e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 107477 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 15315 members 
Mstep: Class 5 contains 41375 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46835 members 
Mstep: Class 11 contains 17325 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14984 members 
Mstep: Class 14 contains 41006 members 
Mstep: Class 15 contains 16012 members 
Mstep: Class 16 contains 135519 members 
Mstep: Class 17 contains 3273 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 44650 members 
Mstep: Class 21 contains 1839 members 
Mstep: Class 22 contains 13650 members 
Mstep: Class 23 contains 9833 members 
Mstep: Class 24 contains 6939 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 5350 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129400.000000 Penalty: 62879.636719
Iteration 169Q: 30 clusters Score -3.41294e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 107472 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 15333 members 
Mstep: Class 5 contains 41384 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46836 members 
Mstep: Class 11 contains 17320 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14982 members 
Mstep: Class 14 contains 41007 members 
Mstep: Class 15 contains 15999 members 
Mstep: Class 16 contains 135520 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 44649 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 13654 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 6933 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 5346 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129356.000000 Penalty: 62879.636719
Iteration 170Q: 30 clusters Score -3.412936e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107472 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 15350 members 
Mstep: Class 5 contains 41384 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 47461 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46837 members 
Mstep: Class 11 contains 17313 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14982 members 
Mstep: Class 14 contains 41001 members 
Mstep: Class 15 contains 15993 members 
Mstep: Class 16 contains 135518 members 
Mstep: Class 17 contains 3293 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 44649 members 
Mstep: Class 21 contains 1837 members 
Mstep: Class 22 contains 13657 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 6846 members 
Mstep: Class 27 contains 5353 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129368.000000 Penalty: 62879.636719
Iteration 171Q: 30 clusters Score -3.412937e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107470 members 
Mstep: Class 3 contains 4927 members 
Mstep: Class 4 contains 15370 members 
Mstep: Class 5 contains 41382 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 47463 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 46840 members 
Mstep: Class 11 contains 17308 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14981 members 
Mstep: Class 14 contains 41000 members 
Mstep: Class 15 contains 15993 members 
Mstep: Class 16 contains 135520 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 44650 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 13659 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 6914 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 6845 members 
Mstep: Class 27 contains 5356 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129376.000000 Penalty: 62879.636719
Iteration 172Q: 30 clusters Score -3.412938e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107469 members 
Mstep: Class 3 contains 4916 members 
Mstep: Class 4 contains 15381 members 
Mstep: Class 5 contains 41385 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 47461 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 46844 members 
Mstep: Class 11 contains 17304 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14979 members 
Mstep: Class 14 contains 40997 members 
Mstep: Class 15 contains 15987 members 
Mstep: Class 16 contains 135518 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 44652 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 13666 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 6912 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 6845 members 
Mstep: Class 27 contains 5361 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129408.000000 Penalty: 62879.636719
Iteration 173Q: 30 clusters Score -3.412941e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 107467 members 
Mstep: Class 3 contains 4896 members 
Mstep: Class 4 contains 15399 members 
Mstep: Class 5 contains 41387 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46847 members 
Mstep: Class 11 contains 17298 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14972 members 
Mstep: Class 14 contains 40997 members 
Mstep: Class 15 contains 15983 members 
Mstep: Class 16 contains 135521 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 44656 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 13671 members 
Mstep: Class 23 contains 9837 members 
Mstep: Class 24 contains 6909 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 6844 members 
Mstep: Class 27 contains 5364 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129424.000000 Penalty: 62879.636719
Iteration 174Q: 30 clusters Score -3.412942e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107466 members 
Mstep: Class 3 contains 4879 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 41391 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 47458 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 46851 members 
Mstep: Class 11 contains 17292 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14971 members 
Mstep: Class 14 contains 40997 members 
Mstep: Class 15 contains 15973 members 
Mstep: Class 16 contains 135523 members 
Mstep: Class 17 contains 3316 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 44659 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 13674 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 6904 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6845 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 6785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129396.000000 Penalty: 62879.636719
Iteration 175Q: 30 clusters Score -3.41294e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107467 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 15445 members 
Mstep: Class 5 contains 41393 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 47460 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46852 members 
Mstep: Class 11 contains 17282 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 40997 members 
Mstep: Class 15 contains 15967 members 
Mstep: Class 16 contains 135522 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 44658 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 13675 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 6898 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6845 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129436.000000 Penalty: 62879.636719
Iteration 176Q: 30 clusters Score -3.412944e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 107466 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 15467 members 
Mstep: Class 5 contains 41393 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 47460 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46854 members 
Mstep: Class 11 contains 17279 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14966 members 
Mstep: Class 14 contains 40998 members 
Mstep: Class 15 contains 15964 members 
Mstep: Class 16 contains 135519 members 
Mstep: Class 17 contains 3334 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 44661 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 13679 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 6895 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6844 members 
Mstep: Class 27 contains 5360 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129444.000000 Penalty: 62879.636719
Iteration 177Q: 30 clusters Score -3.412944e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107466 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 15485 members 
Mstep: Class 5 contains 41391 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 47463 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 46853 members 
Mstep: Class 11 contains 17275 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 40996 members 
Mstep: Class 15 contains 15964 members 
Mstep: Class 16 contains 135517 members 
Mstep: Class 17 contains 3338 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 44660 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 13681 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6892 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 6846 members 
Mstep: Class 27 contains 5363 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129420.000000 Penalty: 62879.636719
Iteration 178Q: 30 clusters Score -3.412942e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107466 members 
Mstep: Class 3 contains 4816 members 
Mstep: Class 4 contains 15489 members 
Mstep: Class 5 contains 41391 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 47464 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 46851 members 
Mstep: Class 11 contains 17272 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 40993 members 
Mstep: Class 15 contains 15967 members 
Mstep: Class 16 contains 135515 members 
Mstep: Class 17 contains 3342 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44659 members 
Mstep: Class 21 contains 1827 members 
Mstep: Class 22 contains 13684 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6891 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 5364 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129444.000000 Penalty: 62879.636719
Iteration 179Q: 30 clusters Score -3.412944e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 107464 members 
Mstep: Class 3 contains 4809 members 
Mstep: Class 4 contains 15499 members 
Mstep: Class 5 contains 41393 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 47465 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 46852 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 40993 members 
Mstep: Class 15 contains 15967 members 
Mstep: Class 16 contains 135513 members 
Mstep: Class 17 contains 3346 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44658 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 13688 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6889 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 5360 members 
Mstep: Class 28 contains 993 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129468.000000 Penalty: 62879.636719
Iteration 180F: 30 clusters Score -3.412947e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 107465 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15500 members 
Mstep: Class 5 contains 41398 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47462 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 46852 members 
Mstep: Class 11 contains 17264 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 40991 members 
Mstep: Class 15 contains 15963 members 
Mstep: Class 16 contains 135511 members 
Mstep: Class 17 contains 3349 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5191 members 
Mstep: Class 20 contains 44659 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 13692 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 5359 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129420.000000 Penalty: 62879.636719
Iteration 181Q: 30 clusters Score -3.412942e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107464 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 15503 members 
Mstep: Class 5 contains 41398 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47464 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 46854 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 40985 members 
Mstep: Class 15 contains 15958 members 
Mstep: Class 16 contains 135513 members 
Mstep: Class 17 contains 3350 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44659 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13697 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 5360 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129460.000000 Penalty: 62879.636719
Iteration 182Q: 30 clusters Score -3.412946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107464 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 41398 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47464 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 46856 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 40980 members 
Mstep: Class 15 contains 15955 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3352 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44660 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 13699 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 5360 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129452.000000 Penalty: 62879.636719
Iteration 183Q: 30 clusters Score -3.412945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107464 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 15507 members 
Mstep: Class 5 contains 41398 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47464 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 46856 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 40977 members 
Mstep: Class 15 contains 15955 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3354 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44659 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13702 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 5364 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129448.000000 Penalty: 62879.636719
Iteration 184Q: 30 clusters Score -3.412945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107462 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15508 members 
Mstep: Class 5 contains 41400 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47464 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 46861 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 40977 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44658 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13700 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 5366 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129416.000000 Penalty: 62879.636719
Iteration 185Q: 30 clusters Score -3.412942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 107460 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 41401 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47464 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 46863 members 
Mstep: Class 11 contains 17247 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 40976 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44658 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13702 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 5367 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129424.000000 Penalty: 62879.636719
Iteration 186Q: 30 clusters Score -3.412942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 107459 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 41401 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47462 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 46867 members 
Mstep: Class 11 contains 17245 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14962 members 
Mstep: Class 14 contains 40976 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3358 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 44661 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 5366 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129428.000000 Penalty: 62879.636719
Iteration 187Q: 30 clusters Score -3.412943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 107457 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 41402 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47461 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 46869 members 
Mstep: Class 11 contains 17238 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14960 members 
Mstep: Class 14 contains 40977 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3361 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 44662 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13704 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6846 members 
Mstep: Class 27 contains 5367 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129440.000000 Penalty: 62879.636719
Iteration 188Q: 30 clusters Score -3.412944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 107455 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41401 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47461 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 46870 members 
Mstep: Class 11 contains 17235 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 40977 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135508 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 44663 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13707 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 5370 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129456.000000 Penalty: 62879.636719
Iteration 189Q: 30 clusters Score -3.412946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107455 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41403 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47458 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 46870 members 
Mstep: Class 11 contains 17230 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14956 members 
Mstep: Class 14 contains 40975 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135506 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 44665 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13708 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 5375 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129440.000000 Penalty: 62879.636719
Iteration 190Q: 30 clusters Score -3.412944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107454 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41402 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 46870 members 
Mstep: Class 11 contains 17227 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14957 members 
Mstep: Class 14 contains 40976 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13708 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 5376 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129440.000000 Penalty: 62879.636719
Iteration 191Q: 30 clusters Score -3.412944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107454 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41402 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 46871 members 
Mstep: Class 11 contains 17224 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14957 members 
Mstep: Class 14 contains 40974 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13709 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 5378 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129444.000000 Penalty: 62879.636719
Iteration 192Q: 30 clusters Score -3.412944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107453 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41403 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 46873 members 
Mstep: Class 11 contains 17220 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 40971 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13709 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 5381 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129476.000000 Penalty: 62879.636719
Iteration 193Q: 30 clusters Score -3.412948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107452 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41403 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 46875 members 
Mstep: Class 11 contains 17218 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14960 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13709 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 5383 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129468.000000 Penalty: 62879.636719
Iteration 194Q: 30 clusters Score -3.412947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107451 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41403 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 46876 members 
Mstep: Class 11 contains 17215 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135506 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13709 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 5385 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129460.000000 Penalty: 62879.636719
Iteration 195Q: 30 clusters Score -3.412946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107449 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41403 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 46877 members 
Mstep: Class 11 contains 17211 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 40971 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135506 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13709 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 5387 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129440.000000 Penalty: 62879.636719
Iteration 196Q: 30 clusters Score -3.412944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107449 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41404 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 46876 members 
Mstep: Class 11 contains 17209 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 40971 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135506 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13710 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 5387 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129448.000000 Penalty: 62879.636719
Iteration 197Q: 30 clusters Score -3.412945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107449 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41406 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 46874 members 
Mstep: Class 11 contains 17208 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14962 members 
Mstep: Class 14 contains 40970 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13710 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 5383 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129452.000000 Penalty: 62879.636719
Iteration 198Q: 30 clusters Score -3.412945e+07 nChanged 10
Entering ConstructFrom: 
Score: -34129452.000000 Penalty: 62879.636719
Entering ConstructFrom: 
Trying to split cluster 1 (12669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Entering Unmasked Estep 
Score: -734092.750000 Penalty: 1535.123535
	Iteration 0F: 2 clusters Score -734092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -725236.125000 Penalty: 3070.247070
	Iteration 0F: 3 clusters Score -725236.1 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -728308.187500 Penalty: 3070.247070
	Iteration 1F: 3 clusters Score -728308.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -728581.250000 Penalty: 3070.247070
	Iteration 2F: 3 clusters Score -728581.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -728794.125000 Penalty: 3070.247070
	Iteration 3Q: 3 clusters Score -728794.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -728976.000000 Penalty: 3070.247070
	Iteration 4Q: 3 clusters Score -728976 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -729144.812500 Penalty: 3070.247070
	Iteration 5Q: 3 clusters Score -729144.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -729306.437500 Penalty: 3070.247070
	Iteration 6Q: 3 clusters Score -729306.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -729455.375000 Penalty: 3070.247070
	Iteration 7Q: 3 clusters Score -729455.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -729601.562500 Penalty: 3070.247070
	Iteration 8Q: 3 clusters Score -729601.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -729758.937500 Penalty: 3070.247070
	Iteration 9Q: 3 clusters Score -729758.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -729903.062500 Penalty: 3070.247070
	Iteration 10Q: 3 clusters Score -729903.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -730031.500000 Penalty: 3070.247070
	Iteration 11Q: 3 clusters Score -730031.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -730157.312500 Penalty: 3070.247070
	Iteration 12Q: 3 clusters Score -730157.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -730305.875000 Penalty: 3070.247070
	Iteration 13Q: 3 clusters Score -730305.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -730463.312500 Penalty: 3070.247070
	Iteration 14Q: 3 clusters Score -730463.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -730663.562500 Penalty: 3070.247070
	Iteration 15Q: 3 clusters Score -730663.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -730897.000000 Penalty: 3070.247070
	Iteration 16Q: 3 clusters Score -730897 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -731143.250000 Penalty: 3070.247070
	Iteration 17Q: 3 clusters Score -731143.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -731410.375000 Penalty: 3070.247070
	Iteration 18Q: 3 clusters Score -731410.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -731687.125000 Penalty: 3070.247070
	Iteration 19Q: 3 clusters Score -731687.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -731939.562500 Penalty: 3070.247070
	Iteration 20F: 3 clusters Score -731939.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -732154.562500 Penalty: 3070.247070
	Iteration 21Q: 3 clusters Score -732154.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -732323.437500 Penalty: 3070.247070
	Iteration 22Q: 3 clusters Score -732323.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -732451.000000 Penalty: 3070.247070
	Iteration 23Q: 3 clusters Score -732451 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -732545.375000 Penalty: 3070.247070
	Iteration 24Q: 3 clusters Score -732545.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -732620.812500 Penalty: 3070.247070
	Iteration 25Q: 3 clusters Score -732620.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -732667.812500 Penalty: 3070.247070
	Iteration 26Q: 3 clusters Score -732667.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -732703.187500 Penalty: 3070.247070
	Iteration 27Q: 3 clusters Score -732703.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -732732.562500 Penalty: 3070.247070
	Iteration 28Q: 3 clusters Score -732732.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -732744.937500 Penalty: 3070.247070
	Iteration 29Q: 3 clusters Score -732744.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -732764.250000 Penalty: 3070.247070
	Iteration 30Q: 3 clusters Score -732764.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -732777.375000 Penalty: 3070.247070
	Iteration 31Q: 3 clusters Score -732777.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -732788.812500 Penalty: 3070.247070
	Iteration 32Q: 3 clusters Score -732788.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -732800.000000 Penalty: 3070.247070
	Iteration 33Q: 3 clusters Score -732800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -732809.562500 Penalty: 3070.247070
	Iteration 34Q: 3 clusters Score -732809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -732815.562500 Penalty: 3070.247070
	Iteration 35Q: 3 clusters Score -732815.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -732822.500000 Penalty: 3070.247070
	Iteration 36Q: 3 clusters Score -732822.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -732826.375000 Penalty: 3070.247070
	Iteration 37Q: 3 clusters Score -732826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -732829.625000 Penalty: 3070.247070
	Iteration 38Q: 3 clusters Score -732829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -732833.187500 Penalty: 3070.247070
	Iteration 39Q: 3 clusters Score -732833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -732834.937500 Penalty: 3070.247070
	Iteration 40F: 3 clusters Score -732834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -732837.562500 Penalty: 3070.247070
	Iteration 41Q: 3 clusters Score -732837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -732839.375000 Penalty: 3070.247070
	Iteration 42Q: 3 clusters Score -732839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -732842.812500 Penalty: 3070.247070
	Iteration 43Q: 3 clusters Score -732842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -732844.750000 Penalty: 3070.247070
	Iteration 44Q: 3 clusters Score -732844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -732845.062500 Penalty: 3070.247070
	Iteration 45Q: 3 clusters Score -732845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -732845.062500 Penalty: 3070.247070
	Iteration 46F: 3 clusters Score -732845.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107449 members 
Entering Unmasked Estep 
Score: -6409389.000000 Penalty: 1882.525269
	Iteration 0F: 2 clusters Score -6409389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -6337239.500000 Penalty: 3765.050537
	Iteration 0F: 3 clusters Score -6337240 nChanged 51461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -6368174.000000 Penalty: 3765.050537
	Iteration 1F: 3 clusters Score -6368174 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -6370076.500000 Penalty: 3765.050537
	Iteration 2Q: 3 clusters Score -6370076 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -6373723.000000 Penalty: 3765.050537
	Iteration 3F: 3 clusters Score -6373723 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -6380586.500000 Penalty: 3765.050537
	Iteration 4F: 3 clusters Score -6380586 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -6389691.000000 Penalty: 3765.050537
	Iteration 5F: 3 clusters Score -6389691 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97626 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -6398270.000000 Penalty: 3765.050537
	Iteration 6F: 3 clusters Score -6398270 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6403629.500000 Penalty: 3765.050537
	Iteration 7F: 3 clusters Score -6403630 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6406188.000000 Penalty: 3765.050537
	Iteration 8Q: 3 clusters Score -6406188 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6407177.000000 Penalty: 3765.050537
	Iteration 9Q: 3 clusters Score -6407177 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107050 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6407494.500000 Penalty: 3765.050537
	Iteration 10Q: 3 clusters Score -6407494 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107145 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6407606.000000 Penalty: 3765.050537
	Iteration 11Q: 3 clusters Score -6407606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107185 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6407670.000000 Penalty: 3765.050537
	Iteration 12Q: 3 clusters Score -6407670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107198 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6407691.500000 Penalty: 3765.050537
	Iteration 13Q: 3 clusters Score -6407692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107208 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6407706.500000 Penalty: 3765.050537
	Iteration 14Q: 3 clusters Score -6407706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6407720.000000 Penalty: 3765.050537
	Iteration 15Q: 3 clusters Score -6407720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6407736.500000 Penalty: 3765.050537
	Iteration 16Q: 3 clusters Score -6407736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6407750.500000 Penalty: 3765.050537
	Iteration 17Q: 3 clusters Score -6407750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6407756.500000 Penalty: 3765.050537
	Iteration 18Q: 3 clusters Score -6407756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6407753.500000 Penalty: 3765.050537
	Iteration 19Q: 3 clusters Score -6407754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6407759.500000 Penalty: 3765.050537
	Iteration 20F: 3 clusters Score -6407760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107235 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6407757.500000 Penalty: 3765.050537
	Iteration 21Q: 3 clusters Score -6407758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107237 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6407758.500000 Penalty: 3765.050537
	Iteration 22Q: 3 clusters Score -6407758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107235 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6407764.500000 Penalty: 3765.050537
	Iteration 23Q: 3 clusters Score -6407764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6407766.500000 Penalty: 3765.050537
	Iteration 24Q: 3 clusters Score -6407766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6407773.000000 Penalty: 3765.050537
	Iteration 25Q: 3 clusters Score -6407773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6407773.000000 Penalty: 3765.050537
	Iteration 26F: 3 clusters Score -6407773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -250792.859375 Penalty: 1377.613281
	Iteration 0F: 2 clusters Score -250792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -246911.515625 Penalty: 2755.226562
	Iteration 0F: 3 clusters Score -246911.5 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -248095.968750 Penalty: 2755.226562
	Iteration 1F: 3 clusters Score -248096 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -248465.859375 Penalty: 2755.226562
	Iteration 2F: 3 clusters Score -248465.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -248849.640625 Penalty: 2755.226562
	Iteration 3F: 3 clusters Score -248849.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -249161.984375 Penalty: 2755.226562
	Iteration 4F: 3 clusters Score -249162 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -249434.562500 Penalty: 2755.226562
	Iteration 5F: 3 clusters Score -249434.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -249633.375000 Penalty: 2755.226562
	Iteration 6F: 3 clusters Score -249633.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -249781.875000 Penalty: 2755.226562
	Iteration 7Q: 3 clusters Score -249781.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -249894.781250 Penalty: 2755.226562
	Iteration 8Q: 3 clusters Score -249894.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -249962.046875 Penalty: 2755.226562
	Iteration 9Q: 3 clusters Score -249962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -250012.890625 Penalty: 2755.226562
	Iteration 10Q: 3 clusters Score -250012.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -250055.625000 Penalty: 2755.226562
	Iteration 11Q: 3 clusters Score -250055.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -250086.187500 Penalty: 2755.226562
	Iteration 12Q: 3 clusters Score -250086.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -250104.421875 Penalty: 2755.226562
	Iteration 13Q: 3 clusters Score -250104.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -250115.750000 Penalty: 2755.226562
	Iteration 14Q: 3 clusters Score -250115.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -250122.921875 Penalty: 2755.226562
	Iteration 15Q: 3 clusters Score -250122.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -250125.171875 Penalty: 2755.226562
	Iteration 16Q: 3 clusters Score -250125.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -250127.390625 Penalty: 2755.226562
	Iteration 17Q: 3 clusters Score -250127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -250127.921875 Penalty: 2755.226562
	Iteration 18Q: 3 clusters Score -250127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -250129.656250 Penalty: 2755.226562
	Iteration 19Q: 3 clusters Score -250129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -250129.609375 Penalty: 2755.226562
	Iteration 20F: 3 clusters Score -250129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -250129.640625 Penalty: 2755.226562
	Iteration 21Q: 3 clusters Score -250129.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -250129.640625 Penalty: 2755.226562
	Iteration 22F: 3 clusters Score -250129.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Entering Unmasked Estep 
Score: -867417.875000 Penalty: 1568.022461
	Iteration 0F: 2 clusters Score -867417.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -856672.812500 Penalty: 3136.044922
	Iteration 0F: 3 clusters Score -856672.8 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -860641.500000 Penalty: 3136.044922
	Iteration 1F: 3 clusters Score -860641.5 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -861063.312500 Penalty: 3136.044922
	Iteration 2F: 3 clusters Score -861063.3 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -861515.125000 Penalty: 3136.044922
	Iteration 3F: 3 clusters Score -861515.1 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -862075.437500 Penalty: 3136.044922
	Iteration 4F: 3 clusters Score -862075.4 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -862754.437500 Penalty: 3136.044922
	Iteration 5F: 3 clusters Score -862754.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -863436.000000 Penalty: 3136.044922
	Iteration 6F: 3 clusters Score -863436 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -864048.687500 Penalty: 3136.044922
	Iteration 7F: 3 clusters Score -864048.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -864594.687500 Penalty: 3136.044922
	Iteration 8Q: 3 clusters Score -864594.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -865056.562500 Penalty: 3136.044922
	Iteration 9Q: 3 clusters Score -865056.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -865454.062500 Penalty: 3136.044922
	Iteration 10Q: 3 clusters Score -865454.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -865759.437500 Penalty: 3136.044922
	Iteration 11Q: 3 clusters Score -865759.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -866001.312500 Penalty: 3136.044922
	Iteration 12Q: 3 clusters Score -866001.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -866184.625000 Penalty: 3136.044922
	Iteration 13Q: 3 clusters Score -866184.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -866303.000000 Penalty: 3136.044922
	Iteration 14Q: 3 clusters Score -866303 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -866384.062500 Penalty: 3136.044922
	Iteration 15Q: 3 clusters Score -866384.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -866446.875000 Penalty: 3136.044922
	Iteration 16Q: 3 clusters Score -866446.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -866501.187500 Penalty: 3136.044922
	Iteration 17Q: 3 clusters Score -866501.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -866542.437500 Penalty: 3136.044922
	Iteration 18Q: 3 clusters Score -866542.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -866584.875000 Penalty: 3136.044922
	Iteration 19Q: 3 clusters Score -866584.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -866605.375000 Penalty: 3136.044922
	Iteration 20F: 3 clusters Score -866605.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -866627.375000 Penalty: 3136.044922
	Iteration 21Q: 3 clusters Score -866627.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -866642.937500 Penalty: 3136.044922
	Iteration 22Q: 3 clusters Score -866642.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -866665.312500 Penalty: 3136.044922
	Iteration 23Q: 3 clusters Score -866665.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -866680.562500 Penalty: 3136.044922
	Iteration 24Q: 3 clusters Score -866680.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -866700.187500 Penalty: 3136.044922
	Iteration 25Q: 3 clusters Score -866700.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -866719.500000 Penalty: 3136.044922
	Iteration 26Q: 3 clusters Score -866719.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -866736.312500 Penalty: 3136.044922
	Iteration 27Q: 3 clusters Score -866736.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -866749.562500 Penalty: 3136.044922
	Iteration 28Q: 3 clusters Score -866749.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -866761.625000 Penalty: 3136.044922
	Iteration 29Q: 3 clusters Score -866761.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -866771.375000 Penalty: 3136.044922
	Iteration 30Q: 3 clusters Score -866771.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -866780.937500 Penalty: 3136.044922
	Iteration 31Q: 3 clusters Score -866780.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -866787.000000 Penalty: 3136.044922
	Iteration 32Q: 3 clusters Score -866787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -866800.125000 Penalty: 3136.044922
	Iteration 33Q: 3 clusters Score -866800.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -866804.937500 Penalty: 3136.044922
	Iteration 34Q: 3 clusters Score -866804.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -866811.125000 Penalty: 3136.044922
	Iteration 35Q: 3 clusters Score -866811.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -866816.812500 Penalty: 3136.044922
	Iteration 36Q: 3 clusters Score -866816.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -866824.250000 Penalty: 3136.044922
	Iteration 37Q: 3 clusters Score -866824.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -866826.750000 Penalty: 3136.044922
	Iteration 38Q: 3 clusters Score -866826.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -866832.812500 Penalty: 3136.044922
	Iteration 39Q: 3 clusters Score -866832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -866834.500000 Penalty: 3136.044922
	Iteration 40F: 3 clusters Score -866834.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -866842.687500 Penalty: 3136.044922
	Iteration 41Q: 3 clusters Score -866842.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -866851.750000 Penalty: 3136.044922
	Iteration 42Q: 3 clusters Score -866851.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -866856.625000 Penalty: 3136.044922
	Iteration 43Q: 3 clusters Score -866856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -866862.937500 Penalty: 3136.044922
	Iteration 44Q: 3 clusters Score -866862.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -866868.625000 Penalty: 3136.044922
	Iteration 45Q: 3 clusters Score -866868.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -866871.000000 Penalty: 3136.044922
	Iteration 46Q: 3 clusters Score -866871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -866876.125000 Penalty: 3136.044922
	Iteration 47Q: 3 clusters Score -866876.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -866877.625000 Penalty: 3136.044922
	Iteration 48Q: 3 clusters Score -866877.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -866877.312500 Penalty: 3136.044922
	Iteration 49Q: 3 clusters Score -866877.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -866878.125000 Penalty: 3136.044922
	Iteration 50Q: 3 clusters Score -866878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -866880.562500 Penalty: 3136.044922
	Iteration 51Q: 3 clusters Score -866880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -866881.000000 Penalty: 3136.044922
	Iteration 52Q: 3 clusters Score -866881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -866882.062500 Penalty: 3136.044922
	Iteration 53Q: 3 clusters Score -866882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -866884.687500 Penalty: 3136.044922
	Iteration 54Q: 3 clusters Score -866884.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -866888.250000 Penalty: 3136.044922
	Iteration 55Q: 3 clusters Score -866888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -866887.125000 Penalty: 3136.044922
	Iteration 56Q: 3 clusters Score -866887.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -866887.687500 Penalty: 3136.044922
	Iteration 57Q: 3 clusters Score -866887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -866887.875000 Penalty: 3136.044922
	Iteration 58Q: 3 clusters Score -866887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -866887.875000 Penalty: 3136.044922
	Iteration 59F: 3 clusters Score -866887.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Entering Unmasked Estep 
Score: -2398452.500000 Penalty: 1727.570923
	Iteration 0F: 2 clusters Score -2398452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2370692.500000 Penalty: 3455.141846
	Iteration 0F: 3 clusters Score -2370692 nChanged 19230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2381751.250000 Penalty: 3455.141846
	Iteration 1F: 3 clusters Score -2381751 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2382552.500000 Penalty: 3455.141846
	Iteration 2Q: 3 clusters Score -2382552 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2383769.750000 Penalty: 3455.141846
	Iteration 3F: 3 clusters Score -2383770 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2385719.250000 Penalty: 3455.141846
	Iteration 4F: 3 clusters Score -2385719 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2388691.500000 Penalty: 3455.141846
	Iteration 5F: 3 clusters Score -2388692 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2391940.000000 Penalty: 3455.141846
	Iteration 6F: 3 clusters Score -2391940 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2394446.000000 Penalty: 3455.141846
	Iteration 7F: 3 clusters Score -2394446 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2395845.750000 Penalty: 3455.141846
	Iteration 8Q: 3 clusters Score -2395846 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2396474.000000 Penalty: 3455.141846
	Iteration 9Q: 3 clusters Score -2396474 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2396817.750000 Penalty: 3455.141846
	Iteration 10Q: 3 clusters Score -2396818 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2397011.250000 Penalty: 3455.141846
	Iteration 11Q: 3 clusters Score -2397011 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2397127.000000 Penalty: 3455.141846
	Iteration 12Q: 3 clusters Score -2397127 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2397186.000000 Penalty: 3455.141846
	Iteration 13Q: 3 clusters Score -2397186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2397217.250000 Penalty: 3455.141846
	Iteration 14Q: 3 clusters Score -2397217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2397240.750000 Penalty: 3455.141846
	Iteration 15Q: 3 clusters Score -2397241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2397243.000000 Penalty: 3455.141846
	Iteration 16Q: 3 clusters Score -2397243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2397261.000000 Penalty: 3455.141846
	Iteration 17Q: 3 clusters Score -2397261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2397282.000000 Penalty: 3455.141846
	Iteration 18Q: 3 clusters Score -2397282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2397293.250000 Penalty: 3455.141846
	Iteration 19Q: 3 clusters Score -2397293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2397313.000000 Penalty: 3455.141846
	Iteration 20F: 3 clusters Score -2397313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2397325.750000 Penalty: 3455.141846
	Iteration 21Q: 3 clusters Score -2397326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2397329.500000 Penalty: 3455.141846
	Iteration 22Q: 3 clusters Score -2397330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2397335.000000 Penalty: 3455.141846
	Iteration 23Q: 3 clusters Score -2397335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2397338.500000 Penalty: 3455.141846
	Iteration 24Q: 3 clusters Score -2397338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2397342.500000 Penalty: 3455.141846
	Iteration 25Q: 3 clusters Score -2397342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2397342.750000 Penalty: 3455.141846
	Iteration 26Q: 3 clusters Score -2397343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2397343.000000 Penalty: 3455.141846
	Iteration 27Q: 3 clusters Score -2397343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2397345.000000 Penalty: 3455.141846
	Iteration 28Q: 3 clusters Score -2397345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2397345.000000 Penalty: 3455.141846
	Iteration 29F: 3 clusters Score -2397345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -208338.843750 Penalty: 1352.546997
	Iteration 0F: 2 clusters Score -208338.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -204986.015625 Penalty: 2705.093994
	Iteration 0F: 3 clusters Score -204986 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -206237.812500 Penalty: 2705.093994
	Iteration 1F: 3 clusters Score -206237.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -206681.781250 Penalty: 2705.093994
	Iteration 2F: 3 clusters Score -206681.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -206946.109375 Penalty: 2705.093994
	Iteration 3F: 3 clusters Score -206946.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -207125.703125 Penalty: 2705.093994
	Iteration 4F: 3 clusters Score -207125.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -207259.843750 Penalty: 2705.093994
	Iteration 5Q: 3 clusters Score -207259.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -207351.187500 Penalty: 2705.093994
	Iteration 6Q: 3 clusters Score -207351.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -207432.406250 Penalty: 2705.093994
	Iteration 7Q: 3 clusters Score -207432.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -207492.171875 Penalty: 2705.093994
	Iteration 8Q: 3 clusters Score -207492.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -207537.546875 Penalty: 2705.093994
	Iteration 9Q: 3 clusters Score -207537.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -207593.203125 Penalty: 2705.093994
	Iteration 10Q: 3 clusters Score -207593.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -207658.234375 Penalty: 2705.093994
	Iteration 11Q: 3 clusters Score -207658.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -207716.078125 Penalty: 2705.093994
	Iteration 12Q: 3 clusters Score -207716.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -207767.671875 Penalty: 2705.093994
	Iteration 13Q: 3 clusters Score -207767.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -207802.890625 Penalty: 2705.093994
	Iteration 14Q: 3 clusters Score -207802.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -207831.031250 Penalty: 2705.093994
	Iteration 15Q: 3 clusters Score -207831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -207847.984375 Penalty: 2705.093994
	Iteration 16Q: 3 clusters Score -207848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -207857.093750 Penalty: 2705.093994
	Iteration 17Q: 3 clusters Score -207857.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -207860.640625 Penalty: 2705.093994
	Iteration 18Q: 3 clusters Score -207860.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -207863.718750 Penalty: 2705.093994
	Iteration 19Q: 3 clusters Score -207863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -207864.921875 Penalty: 2705.093994
	Iteration 20F: 3 clusters Score -207864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -207865.890625 Penalty: 2705.093994
	Iteration 21Q: 3 clusters Score -207865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -207866.453125 Penalty: 2705.093994
	Iteration 22Q: 3 clusters Score -207866.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -207867.046875 Penalty: 2705.093994
	Iteration 23Q: 3 clusters Score -207867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -207867.109375 Penalty: 2705.093994
	Iteration 24Q: 3 clusters Score -207867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -207867.109375 Penalty: 2705.093994
	Iteration 25F: 3 clusters Score -207867.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -75866.945312 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -75866.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -74140.328125 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -74140.33 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -74529.984375 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -74529.98 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -74658.328125 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -74658.33 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -74729.859375 Penalty: 2370.230713
	Iteration 3F: 3 clusters Score -74729.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -74776.054688 Penalty: 2370.230713
	Iteration 4Q: 3 clusters Score -74776.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -74823.140625 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -74823.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -74858.429688 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -74858.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -74883.304688 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -74883.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -74903.906250 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -74903.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -74920.156250 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -74920.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -74932.875000 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -74932.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -74942.726562 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -74942.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -74951.375000 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -74951.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -74960.523438 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -74960.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -74969.726562 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -74969.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -74982.187500 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -74982.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -74995.406250 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -74995.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -75007.156250 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -75007.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -75016.523438 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -75016.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -75026.843750 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -75026.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -75033.398438 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -75033.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -75040.750000 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -75040.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -75045.710938 Penalty: 2370.230713
	Iteration 22Q: 3 clusters Score -75045.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -75047.820312 Penalty: 2370.230713
	Iteration 23Q: 3 clusters Score -75047.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -75051.398438 Penalty: 2370.230713
	Iteration 24Q: 3 clusters Score -75051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -75055.312500 Penalty: 2370.230713
	Iteration 25Q: 3 clusters Score -75055.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -75058.687500 Penalty: 2370.230713
	Iteration 26Q: 3 clusters Score -75058.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -75060.226562 Penalty: 2370.230713
	Iteration 27Q: 3 clusters Score -75060.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -75061.796875 Penalty: 2370.230713
	Iteration 28Q: 3 clusters Score -75061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -75063.539062 Penalty: 2370.230713
	Iteration 29Q: 3 clusters Score -75063.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -75067.406250 Penalty: 2370.230713
	Iteration 30Q: 3 clusters Score -75067.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -75070.406250 Penalty: 2370.230713
	Iteration 31Q: 3 clusters Score -75070.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -75072.546875 Penalty: 2370.230713
	Iteration 32Q: 3 clusters Score -75072.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -75076.843750 Penalty: 2370.230713
	Iteration 33Q: 3 clusters Score -75076.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -75081.007812 Penalty: 2370.230713
	Iteration 34Q: 3 clusters Score -75081.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -75083.093750 Penalty: 2370.230713
	Iteration 35Q: 3 clusters Score -75083.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -75083.093750 Penalty: 2370.230713
	Iteration 36F: 3 clusters Score -75083.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Entering Unmasked Estep 
Score: -2794354.500000 Penalty: 1749.724731
	Iteration 0F: 2 clusters Score -2794354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2762668.000000 Penalty: 3499.449463
	Iteration 0F: 3 clusters Score -2762668 nChanged 22302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2775746.250000 Penalty: 3499.449463
	Iteration 1F: 3 clusters Score -2775746 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2776744.000000 Penalty: 3499.449463
	Iteration 2F: 3 clusters Score -2776744 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2778092.000000 Penalty: 3499.449463
	Iteration 3F: 3 clusters Score -2778092 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2779853.000000 Penalty: 3499.449463
	Iteration 4F: 3 clusters Score -2779853 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2781794.250000 Penalty: 3499.449463
	Iteration 5F: 3 clusters Score -2781794 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2783511.750000 Penalty: 3499.449463
	Iteration 6F: 3 clusters Score -2783512 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2784969.250000 Penalty: 3499.449463
	Iteration 7F: 3 clusters Score -2784969 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2786233.750000 Penalty: 3499.449463
	Iteration 8Q: 3 clusters Score -2786234 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2787564.250000 Penalty: 3499.449463
	Iteration 9Q: 3 clusters Score -2787564 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2789013.500000 Penalty: 3499.449463
	Iteration 10Q: 3 clusters Score -2789014 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2790381.500000 Penalty: 3499.449463
	Iteration 11Q: 3 clusters Score -2790382 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2791347.500000 Penalty: 3499.449463
	Iteration 12Q: 3 clusters Score -2791348 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2791811.250000 Penalty: 3499.449463
	Iteration 13Q: 3 clusters Score -2791811 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2792036.500000 Penalty: 3499.449463
	Iteration 14Q: 3 clusters Score -2792036 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2792207.250000 Penalty: 3499.449463
	Iteration 15Q: 3 clusters Score -2792207 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2792332.000000 Penalty: 3499.449463
	Iteration 16Q: 3 clusters Score -2792332 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2792437.000000 Penalty: 3499.449463
	Iteration 17Q: 3 clusters Score -2792437 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2792520.750000 Penalty: 3499.449463
	Iteration 18Q: 3 clusters Score -2792521 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2792569.500000 Penalty: 3499.449463
	Iteration 19Q: 3 clusters Score -2792570 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2792617.000000 Penalty: 3499.449463
	Iteration 20F: 3 clusters Score -2792617 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2792666.750000 Penalty: 3499.449463
	Iteration 21Q: 3 clusters Score -2792667 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2792699.750000 Penalty: 3499.449463
	Iteration 22Q: 3 clusters Score -2792700 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2792714.250000 Penalty: 3499.449463
	Iteration 23Q: 3 clusters Score -2792714 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2792757.750000 Penalty: 3499.449463
	Iteration 24Q: 3 clusters Score -2792758 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2792783.500000 Penalty: 3499.449463
	Iteration 25Q: 3 clusters Score -2792784 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2792814.000000 Penalty: 3499.449463
	Iteration 26Q: 3 clusters Score -2792814 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2792829.500000 Penalty: 3499.449463
	Iteration 27Q: 3 clusters Score -2792830 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2792845.500000 Penalty: 3499.449463
	Iteration 28Q: 3 clusters Score -2792846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2792868.250000 Penalty: 3499.449463
	Iteration 29Q: 3 clusters Score -2792868 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2792867.000000 Penalty: 3499.449463
	Iteration 30Q: 3 clusters Score -2792867 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2792896.250000 Penalty: 3499.449463
	Iteration 31Q: 3 clusters Score -2792896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2792909.250000 Penalty: 3499.449463
	Iteration 32Q: 3 clusters Score -2792909 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2792921.750000 Penalty: 3499.449463
	Iteration 33Q: 3 clusters Score -2792922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2792933.250000 Penalty: 3499.449463
	Iteration 34Q: 3 clusters Score -2792933 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2792942.000000 Penalty: 3499.449463
	Iteration 35Q: 3 clusters Score -2792942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2792946.750000 Penalty: 3499.449463
	Iteration 36Q: 3 clusters Score -2792947 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2792954.750000 Penalty: 3499.449463
	Iteration 37Q: 3 clusters Score -2792955 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2792974.750000 Penalty: 3499.449463
	Iteration 38Q: 3 clusters Score -2792975 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2792990.500000 Penalty: 3499.449463
	Iteration 39Q: 3 clusters Score -2792990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2792994.750000 Penalty: 3499.449463
	Iteration 40F: 3 clusters Score -2792995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2793008.750000 Penalty: 3499.449463
	Iteration 41Q: 3 clusters Score -2793009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2793020.000000 Penalty: 3499.449463
	Iteration 42Q: 3 clusters Score -2793020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2793024.000000 Penalty: 3499.449463
	Iteration 43Q: 3 clusters Score -2793024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2793030.750000 Penalty: 3499.449463
	Iteration 44Q: 3 clusters Score -2793031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2793037.500000 Penalty: 3499.449463
	Iteration 45Q: 3 clusters Score -2793038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2793038.750000 Penalty: 3499.449463
	Iteration 46Q: 3 clusters Score -2793039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2793040.000000 Penalty: 3499.449463
	Iteration 47Q: 3 clusters Score -2793040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2793033.750000 Penalty: 3499.449463
	Iteration 48Q: 3 clusters Score -2793034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2793041.000000 Penalty: 3499.449463
	Iteration 49Q: 3 clusters Score -2793041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2793044.750000 Penalty: 3499.449463
	Iteration 50Q: 3 clusters Score -2793045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2793047.500000 Penalty: 3499.449463
	Iteration 51Q: 3 clusters Score -2793048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2793049.250000 Penalty: 3499.449463
	Iteration 52Q: 3 clusters Score -2793049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2793052.750000 Penalty: 3499.449463
	Iteration 53Q: 3 clusters Score -2793053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2793058.250000 Penalty: 3499.449463
	Iteration 54Q: 3 clusters Score -2793058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2793065.500000 Penalty: 3499.449463
	Iteration 55Q: 3 clusters Score -2793066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2793065.250000 Penalty: 3499.449463
	Iteration 56Q: 3 clusters Score -2793065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2793059.750000 Penalty: 3499.449463
	Iteration 57Q: 3 clusters Score -2793060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2793063.500000 Penalty: 3499.449463
	Iteration 58Q: 3 clusters Score -2793064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2793067.000000 Penalty: 3499.449463
	Iteration 59Q: 3 clusters Score -2793067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2793071.000000 Penalty: 3499.449463
	Iteration 60F: 3 clusters Score -2793071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2793074.750000 Penalty: 3499.449463
	Iteration 61Q: 3 clusters Score -2793075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2793079.250000 Penalty: 3499.449463
	Iteration 62Q: 3 clusters Score -2793079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2793083.250000 Penalty: 3499.449463
	Iteration 63Q: 3 clusters Score -2793083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2793087.000000 Penalty: 3499.449463
	Iteration 64Q: 3 clusters Score -2793087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2793083.250000 Penalty: 3499.449463
	Iteration 65Q: 3 clusters Score -2793083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2793080.250000 Penalty: 3499.449463
	Iteration 66Q: 3 clusters Score -2793080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2793086.250000 Penalty: 3499.449463
	Iteration 67Q: 3 clusters Score -2793086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2793088.000000 Penalty: 3499.449463
	Iteration 68Q: 3 clusters Score -2793088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2793088.250000 Penalty: 3499.449463
	Iteration 69Q: 3 clusters Score -2793088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2793088.750000 Penalty: 3499.449463
	Iteration 70Q: 3 clusters Score -2793089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2793091.250000 Penalty: 3499.449463
	Iteration 71Q: 3 clusters Score -2793091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2793092.250000 Penalty: 3499.449463
	Iteration 72Q: 3 clusters Score -2793092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2793092.000000 Penalty: 3499.449463
	Iteration 73Q: 3 clusters Score -2793092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2793095.250000 Penalty: 3499.449463
	Iteration 74Q: 3 clusters Score -2793095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2793095.250000 Penalty: 3499.449463
	Iteration 75Q: 3 clusters Score -2793095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2793094.750000 Penalty: 3499.449463
	Iteration 76Q: 3 clusters Score -2793095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2793095.750000 Penalty: 3499.449463
	Iteration 77Q: 3 clusters Score -2793096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2793096.500000 Penalty: 3499.449463
	Iteration 78Q: 3 clusters Score -2793096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2793100.250000 Penalty: 3499.449463
	Iteration 79Q: 3 clusters Score -2793100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2793098.750000 Penalty: 3499.449463
	Iteration 80F: 3 clusters Score -2793099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2793094.750000 Penalty: 3499.449463
	Iteration 81Q: 3 clusters Score -2793095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2793096.750000 Penalty: 3499.449463
	Iteration 82Q: 3 clusters Score -2793097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2793099.250000 Penalty: 3499.449463
	Iteration 83Q: 3 clusters Score -2793099 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2793103.500000 Penalty: 3499.449463
	Iteration 84Q: 3 clusters Score -2793104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2793106.250000 Penalty: 3499.449463
	Iteration 85Q: 3 clusters Score -2793106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2793111.000000 Penalty: 3499.449463
	Iteration 86Q: 3 clusters Score -2793111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2793110.750000 Penalty: 3499.449463
	Iteration 87Q: 3 clusters Score -2793111 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2793109.750000 Penalty: 3499.449463
	Iteration 88Q: 3 clusters Score -2793110 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45002 members 
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Entering Unmasked Estep 
Score: -2793112.750000 Penalty: 3499.449463
	Iteration 89Q: 3 clusters Score -2793113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
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Entering Unmasked Estep 
Score: -2793117.750000 Penalty: 3499.449463
	Iteration 90Q: 3 clusters Score -2793118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2793122.250000 Penalty: 3499.449463
	Iteration 91Q: 3 clusters Score -2793122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2793122.250000 Penalty: 3499.449463
	Iteration 92Q: 3 clusters Score -2793122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2793125.250000 Penalty: 3499.449463
	Iteration 93Q: 3 clusters Score -2793125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2793132.250000 Penalty: 3499.449463
	Iteration 94Q: 3 clusters Score -2793132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2793131.750000 Penalty: 3499.449463
	Iteration 95Q: 3 clusters Score -2793132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2793127.000000 Penalty: 3499.449463
	Iteration 96Q: 3 clusters Score -2793127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2793124.500000 Penalty: 3499.449463
	Iteration 97Q: 3 clusters Score -2793124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2793126.500000 Penalty: 3499.449463
	Iteration 98Q: 3 clusters Score -2793126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2793128.250000 Penalty: 3499.449463
	Iteration 99Q: 3 clusters Score -2793128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2793127.500000 Penalty: 3499.449463
	Iteration 100F: 3 clusters Score -2793128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2793125.000000 Penalty: 3499.449463
	Iteration 101Q: 3 clusters Score -2793125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2793127.000000 Penalty: 3499.449463
	Iteration 102Q: 3 clusters Score -2793127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2793131.750000 Penalty: 3499.449463
	Iteration 103Q: 3 clusters Score -2793132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2793138.250000 Penalty: 3499.449463
	Iteration 104Q: 3 clusters Score -2793138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2793143.250000 Penalty: 3499.449463
	Iteration 105Q: 3 clusters Score -2793143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2793142.250000 Penalty: 3499.449463
	Iteration 106Q: 3 clusters Score -2793142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2793149.250000 Penalty: 3499.449463
	Iteration 107Q: 3 clusters Score -2793149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2793155.000000 Penalty: 3499.449463
	Iteration 108Q: 3 clusters Score -2793155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2793156.250000 Penalty: 3499.449463
	Iteration 109Q: 3 clusters Score -2793156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2793162.250000 Penalty: 3499.449463
	Iteration 110Q: 3 clusters Score -2793162 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2793161.000000 Penalty: 3499.449463
	Iteration 111Q: 3 clusters Score -2793161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2793163.500000 Penalty: 3499.449463
	Iteration 112Q: 3 clusters Score -2793164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2793163.250000 Penalty: 3499.449463
	Iteration 113Q: 3 clusters Score -2793163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2793173.000000 Penalty: 3499.449463
	Iteration 114Q: 3 clusters Score -2793173 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2793167.250000 Penalty: 3499.449463
	Iteration 115Q: 3 clusters Score -2793167 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2793172.000000 Penalty: 3499.449463
	Iteration 116Q: 3 clusters Score -2793172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2793171.500000 Penalty: 3499.449463
	Iteration 117Q: 3 clusters Score -2793172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2793174.500000 Penalty: 3499.449463
	Iteration 118Q: 3 clusters Score -2793174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2793182.500000 Penalty: 3499.449463
	Iteration 119Q: 3 clusters Score -2793182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2793181.750000 Penalty: 3499.449463
	Iteration 120F: 3 clusters Score -2793182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2793190.250000 Penalty: 3499.449463
	Iteration 121Q: 3 clusters Score -2793190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2793189.250000 Penalty: 3499.449463
	Iteration 122Q: 3 clusters Score -2793189 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2793205.500000 Penalty: 3499.449463
	Iteration 123Q: 3 clusters Score -2793206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2793205 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2793212.250000 Penalty: 3499.449463
	Iteration 125Q: 3 clusters Score -2793212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2793219.750000 Penalty: 3499.449463
	Iteration 126Q: 3 clusters Score -2793220 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2793232.750000 Penalty: 3499.449463
	Iteration 127Q: 3 clusters Score -2793233 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2793243.250000 Penalty: 3499.449463
	Iteration 128Q: 3 clusters Score -2793243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2793255.500000 Penalty: 3499.449463
	Iteration 129Q: 3 clusters Score -2793256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2793272.250000 Penalty: 3499.449463
	Iteration 130Q: 3 clusters Score -2793272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2793284.500000 Penalty: 3499.449463
	Iteration 131Q: 3 clusters Score -2793284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2793297.000000 Penalty: 3499.449463
	Iteration 132Q: 3 clusters Score -2793297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2793308.000000 Penalty: 3499.449463
	Iteration 133Q: 3 clusters Score -2793308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2793314.500000 Penalty: 3499.449463
	Iteration 134Q: 3 clusters Score -2793314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2793319.250000 Penalty: 3499.449463
	Iteration 135Q: 3 clusters Score -2793319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2793324.000000 Penalty: 3499.449463
	Iteration 136Q: 3 clusters Score -2793324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2793325.000000 Penalty: 3499.449463
	Iteration 137Q: 3 clusters Score -2793325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2793321.750000 Penalty: 3499.449463
	Iteration 138Q: 3 clusters Score -2793322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2793322.250000 Penalty: 3499.449463
	Iteration 139Q: 3 clusters Score -2793322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2793325.250000 Penalty: 3499.449463
	Iteration 140F: 3 clusters Score -2793325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2793328.250000 Penalty: 3499.449463
	Iteration 141Q: 3 clusters Score -2793328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2793330.250000 Penalty: 3499.449463
	Iteration 142Q: 3 clusters Score -2793330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2793332.500000 Penalty: 3499.449463
	Iteration 143Q: 3 clusters Score -2793332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2793330.500000 Penalty: 3499.449463
	Iteration 144Q: 3 clusters Score -2793330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2793332.500000 Penalty: 3499.449463
	Iteration 145Q: 3 clusters Score -2793332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2793334.500000 Penalty: 3499.449463
	Iteration 146Q: 3 clusters Score -2793334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2793335.750000 Penalty: 3499.449463
	Iteration 147Q: 3 clusters Score -2793336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2793335.000000 Penalty: 3499.449463
	Iteration 148Q: 3 clusters Score -2793335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2793334.000000 Penalty: 3499.449463
	Iteration 149Q: 3 clusters Score -2793334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2793334.000000 Penalty: 3499.449463
	Iteration 150Q: 3 clusters Score -2793334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2793335.000000 Penalty: 3499.449463
	Iteration 151Q: 3 clusters Score -2793335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2793335.000000 Penalty: 3499.449463
	Iteration 152F: 3 clusters Score -2793335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -94571.304688 Penalty: 1215.386230
	Iteration 0F: 2 clusters Score -94571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -92618.335938 Penalty: 2430.772461
	Iteration 0F: 3 clusters Score -92618.34 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -93161.054688 Penalty: 2430.772461
	Iteration 1F: 3 clusters Score -93161.05 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -93492.125000 Penalty: 2430.772461
	Iteration 2F: 3 clusters Score -93492.12 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -93775.898438 Penalty: 2430.772461
	Iteration 3F: 3 clusters Score -93775.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -93966.335938 Penalty: 2430.772461
	Iteration 4F: 3 clusters Score -93966.34 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -94071.367188 Penalty: 2430.772461
	Iteration 5F: 3 clusters Score -94071.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -94123.445312 Penalty: 2430.772461
	Iteration 6Q: 3 clusters Score -94123.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -94159.476562 Penalty: 2430.772461
	Iteration 7Q: 3 clusters Score -94159.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -94178.101562 Penalty: 2430.772461
	Iteration 8Q: 3 clusters Score -94178.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -94185.234375 Penalty: 2430.772461
	Iteration 9Q: 3 clusters Score -94185.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -94192.531250 Penalty: 2430.772461
	Iteration 10Q: 3 clusters Score -94192.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -94197.820312 Penalty: 2430.772461
	Iteration 11Q: 3 clusters Score -94197.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -94201.304688 Penalty: 2430.772461
	Iteration 12Q: 3 clusters Score -94201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -94202.437500 Penalty: 2430.772461
	Iteration 13Q: 3 clusters Score -94202.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -94202.882812 Penalty: 2430.772461
	Iteration 14Q: 3 clusters Score -94202.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -94203.414062 Penalty: 2430.772461
	Iteration 15Q: 3 clusters Score -94203.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -94203.414062 Penalty: 2430.772461
	Iteration 16F: 3 clusters Score -94203.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Entering Unmasked Estep 
Score: -2418828.000000 Penalty: 1747.723022
	Iteration 0F: 2 clusters Score -2418828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2387475.750000 Penalty: 3495.446045
	Iteration 0F: 3 clusters Score -2387476 nChanged 21909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2400164.000000 Penalty: 3495.446045
	Iteration 1F: 3 clusters Score -2400164 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2400916.750000 Penalty: 3495.446045
	Iteration 2Q: 3 clusters Score -2400917 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2401754.750000 Penalty: 3495.446045
	Iteration 3Q: 3 clusters Score -2401755 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2402763.500000 Penalty: 3495.446045
	Iteration 4Q: 3 clusters Score -2402764 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2403914.250000 Penalty: 3495.446045
	Iteration 5F: 3 clusters Score -2403914 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2405304.500000 Penalty: 3495.446045
	Iteration 6F: 3 clusters Score -2405304 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2406926.250000 Penalty: 3495.446045
	Iteration 7F: 3 clusters Score -2406926 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2408607.250000 Penalty: 3495.446045
	Iteration 8F: 3 clusters Score -2408607 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2410046.500000 Penalty: 3495.446045
	Iteration 9F: 3 clusters Score -2410046 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2410979.250000 Penalty: 3495.446045
	Iteration 10Q: 3 clusters Score -2410979 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2411526.500000 Penalty: 3495.446045
	Iteration 11Q: 3 clusters Score -2411526 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2411803.000000 Penalty: 3495.446045
	Iteration 12Q: 3 clusters Score -2411803 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2412013.750000 Penalty: 3495.446045
	Iteration 13Q: 3 clusters Score -2412014 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2412186.500000 Penalty: 3495.446045
	Iteration 14Q: 3 clusters Score -2412186 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2412368.500000 Penalty: 3495.446045
	Iteration 15Q: 3 clusters Score -2412368 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2412547.500000 Penalty: 3495.446045
	Iteration 16Q: 3 clusters Score -2412548 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2412727.500000 Penalty: 3495.446045
	Iteration 17Q: 3 clusters Score -2412728 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2412901.500000 Penalty: 3495.446045
	Iteration 18Q: 3 clusters Score -2412902 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2413087.750000 Penalty: 3495.446045
	Iteration 19Q: 3 clusters Score -2413088 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2413300.500000 Penalty: 3495.446045
	Iteration 20F: 3 clusters Score -2413300 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2413523.500000 Penalty: 3495.446045
	Iteration 21Q: 3 clusters Score -2413524 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2413756.500000 Penalty: 3495.446045
	Iteration 22Q: 3 clusters Score -2413756 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2413964.750000 Penalty: 3495.446045
	Iteration 23Q: 3 clusters Score -2413965 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2414184.750000 Penalty: 3495.446045
	Iteration 24Q: 3 clusters Score -2414185 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2414404.250000 Penalty: 3495.446045
	Iteration 25Q: 3 clusters Score -2414404 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2414634.250000 Penalty: 3495.446045
	Iteration 26Q: 3 clusters Score -2414634 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2414876.250000 Penalty: 3495.446045
	Iteration 27Q: 3 clusters Score -2414876 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2415131.750000 Penalty: 3495.446045
	Iteration 28Q: 3 clusters Score -2415132 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2415324.250000 Penalty: 3495.446045
	Iteration 29Q: 3 clusters Score -2415324 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2415518.250000 Penalty: 3495.446045
	Iteration 30Q: 3 clusters Score -2415518 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2415708.000000 Penalty: 3495.446045
	Iteration 31Q: 3 clusters Score -2415708 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2415896.500000 Penalty: 3495.446045
	Iteration 32Q: 3 clusters Score -2415896 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2416101.000000 Penalty: 3495.446045
	Iteration 33Q: 3 clusters Score -2416101 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2416282.000000 Penalty: 3495.446045
	Iteration 34Q: 3 clusters Score -2416282 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2416499.750000 Penalty: 3495.446045
	Iteration 35Q: 3 clusters Score -2416500 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2416687.250000 Penalty: 3495.446045
	Iteration 36Q: 3 clusters Score -2416687 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2416846.000000 Penalty: 3495.446045
	Iteration 37Q: 3 clusters Score -2416846 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2416999.250000 Penalty: 3495.446045
	Iteration 38Q: 3 clusters Score -2416999 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2417130.250000 Penalty: 3495.446045
	Iteration 39Q: 3 clusters Score -2417130 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2417289.500000 Penalty: 3495.446045
	Iteration 40F: 3 clusters Score -2417290 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2417404.750000 Penalty: 3495.446045
	Iteration 41Q: 3 clusters Score -2417405 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2417495.250000 Penalty: 3495.446045
	Iteration 42Q: 3 clusters Score -2417495 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2417576.000000 Penalty: 3495.446045
	Iteration 43Q: 3 clusters Score -2417576 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2417677.750000 Penalty: 3495.446045
	Iteration 44Q: 3 clusters Score -2417678 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2417741.500000 Penalty: 3495.446045
	Iteration 45Q: 3 clusters Score -2417742 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2417801.250000 Penalty: 3495.446045
	Iteration 46Q: 3 clusters Score -2417801 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2417874.500000 Penalty: 3495.446045
	Iteration 47Q: 3 clusters Score -2417874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2417931.500000 Penalty: 3495.446045
	Iteration 48Q: 3 clusters Score -2417932 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2417977.250000 Penalty: 3495.446045
	Iteration 49Q: 3 clusters Score -2417977 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2418014.250000 Penalty: 3495.446045
	Iteration 50Q: 3 clusters Score -2418014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2418042.500000 Penalty: 3495.446045
	Iteration 51Q: 3 clusters Score -2418042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2418073.750000 Penalty: 3495.446045
	Iteration 52Q: 3 clusters Score -2418074 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2418095.000000 Penalty: 3495.446045
	Iteration 53Q: 3 clusters Score -2418095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2418106.750000 Penalty: 3495.446045
	Iteration 54Q: 3 clusters Score -2418107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2418126.500000 Penalty: 3495.446045
	Iteration 55Q: 3 clusters Score -2418126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2418136.500000 Penalty: 3495.446045
	Iteration 56Q: 3 clusters Score -2418136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2418138.500000 Penalty: 3495.446045
	Iteration 57Q: 3 clusters Score -2418138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2418144.750000 Penalty: 3495.446045
	Iteration 58Q: 3 clusters Score -2418145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2418148.500000 Penalty: 3495.446045
	Iteration 59Q: 3 clusters Score -2418148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2418156.500000 Penalty: 3495.446045
	Iteration 60F: 3 clusters Score -2418156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2418158.500000 Penalty: 3495.446045
	Iteration 61Q: 3 clusters Score -2418158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2418160.500000 Penalty: 3495.446045
	Iteration 62Q: 3 clusters Score -2418160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2418159.250000 Penalty: 3495.446045
	Iteration 63Q: 3 clusters Score -2418159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2418163.000000 Penalty: 3495.446045
	Iteration 64Q: 3 clusters Score -2418163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2418162.250000 Penalty: 3495.446045
	Iteration 65Q: 3 clusters Score -2418162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2418161.250000 Penalty: 3495.446045
	Iteration 66Q: 3 clusters Score -2418161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2418163.500000 Penalty: 3495.446045
	Iteration 67Q: 3 clusters Score -2418164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2418165.500000 Penalty: 3495.446045
	Iteration 68Q: 3 clusters Score -2418166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2418165.500000 Penalty: 3495.446045
	Iteration 69F: 3 clusters Score -2418166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Entering Unmasked Estep 
Score: -998235.312500 Penalty: 1584.874146
	Iteration 0F: 2 clusters Score -998235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -986507.812500 Penalty: 3169.748291
	Iteration 0F: 3 clusters Score -986507.8 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -990753.125000 Penalty: 3169.748291
	Iteration 1F: 3 clusters Score -990753.1 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -991226.500000 Penalty: 3169.748291
	Iteration 2F: 3 clusters Score -991226.5 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -991823.437500 Penalty: 3169.748291
	Iteration 3F: 3 clusters Score -991823.4 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -992557.125000 Penalty: 3169.748291
	Iteration 4F: 3 clusters Score -992557.1 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -993436.250000 Penalty: 3169.748291
	Iteration 5F: 3 clusters Score -993436.2 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -994403.687500 Penalty: 3169.748291
	Iteration 6F: 3 clusters Score -994403.7 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -995339.875000 Penalty: 3169.748291
	Iteration 7F: 3 clusters Score -995339.9 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -996138.750000 Penalty: 3169.748291
	Iteration 8Q: 3 clusters Score -996138.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -996779.750000 Penalty: 3169.748291
	Iteration 9Q: 3 clusters Score -996779.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -997171.500000 Penalty: 3169.748291
	Iteration 10Q: 3 clusters Score -997171.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -997438.562500 Penalty: 3169.748291
	Iteration 11Q: 3 clusters Score -997438.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -997610.937500 Penalty: 3169.748291
	Iteration 12Q: 3 clusters Score -997610.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -997700.312500 Penalty: 3169.748291
	Iteration 13Q: 3 clusters Score -997700.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -997763.562500 Penalty: 3169.748291
	Iteration 14Q: 3 clusters Score -997763.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -997804.625000 Penalty: 3169.748291
	Iteration 15Q: 3 clusters Score -997804.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -997822.000000 Penalty: 3169.748291
	Iteration 16Q: 3 clusters Score -997822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -997839.187500 Penalty: 3169.748291
	Iteration 17Q: 3 clusters Score -997839.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -997849.750000 Penalty: 3169.748291
	Iteration 18Q: 3 clusters Score -997849.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -997856.812500 Penalty: 3169.748291
	Iteration 19Q: 3 clusters Score -997856.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -997860.062500 Penalty: 3169.748291
	Iteration 20F: 3 clusters Score -997860.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -997870.000000 Penalty: 3169.748291
	Iteration 21Q: 3 clusters Score -997870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -997875.375000 Penalty: 3169.748291
	Iteration 22Q: 3 clusters Score -997875.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -997879.937500 Penalty: 3169.748291
	Iteration 23Q: 3 clusters Score -997879.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -997881.875000 Penalty: 3169.748291
	Iteration 24Q: 3 clusters Score -997881.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -997881.000000 Penalty: 3169.748291
	Iteration 25Q: 3 clusters Score -997881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -997884.625000 Penalty: 3169.748291
	Iteration 26Q: 3 clusters Score -997884.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -997886.750000 Penalty: 3169.748291
	Iteration 27Q: 3 clusters Score -997886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -997886.000000 Penalty: 3169.748291
	Iteration 28Q: 3 clusters Score -997886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -997886.812500 Penalty: 3169.748291
	Iteration 29Q: 3 clusters Score -997886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -997886.500000 Penalty: 3169.748291
	Iteration 30Q: 3 clusters Score -997886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -997888.187500 Penalty: 3169.748291
	Iteration 31Q: 3 clusters Score -997888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -997888.937500 Penalty: 3169.748291
	Iteration 32Q: 3 clusters Score -997888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -997888.875000 Penalty: 3169.748291
	Iteration 33Q: 3 clusters Score -997888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -997890.812500 Penalty: 3169.748291
	Iteration 34Q: 3 clusters Score -997890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -997890.250000 Penalty: 3169.748291
	Iteration 35Q: 3 clusters Score -997890.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -997892.875000 Penalty: 3169.748291
	Iteration 36Q: 3 clusters Score -997892.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -997893.812500 Penalty: 3169.748291
	Iteration 37Q: 3 clusters Score -997893.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -997893.000000 Penalty: 3169.748291
	Iteration 38Q: 3 clusters Score -997893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -997897.125000 Penalty: 3169.748291
	Iteration 39Q: 3 clusters Score -997897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -997901.500000 Penalty: 3169.748291
	Iteration 40F: 3 clusters Score -997901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -997900.687500 Penalty: 3169.748291
	Iteration 41Q: 3 clusters Score -997900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -997904.500000 Penalty: 3169.748291
	Iteration 42Q: 3 clusters Score -997904.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -997902.937500 Penalty: 3169.748291
	Iteration 43Q: 3 clusters Score -997902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -997902.687500 Penalty: 3169.748291
	Iteration 44Q: 3 clusters Score -997902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -997903.375000 Penalty: 3169.748291
	Iteration 45Q: 3 clusters Score -997903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -997902.562500 Penalty: 3169.748291
	Iteration 46Q: 3 clusters Score -997902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -997901.812500 Penalty: 3169.748291
	Iteration 47Q: 3 clusters Score -997901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -997903.187500 Penalty: 3169.748291
	Iteration 48Q: 3 clusters Score -997903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -997902.812500 Penalty: 3169.748291
	Iteration 49Q: 3 clusters Score -997902.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -997904.812500 Penalty: 3169.748291
	Iteration 50Q: 3 clusters Score -997904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -997904.250000 Penalty: 3169.748291
	Iteration 51Q: 3 clusters Score -997904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -997908.937500 Penalty: 3169.748291
	Iteration 52Q: 3 clusters Score -997908.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -997907.437500 Penalty: 3169.748291
	Iteration 53Q: 3 clusters Score -997907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -997908.062500 Penalty: 3169.748291
	Iteration 54Q: 3 clusters Score -997908.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -997910.187500 Penalty: 3169.748291
	Iteration 55Q: 3 clusters Score -997910.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -997907.625000 Penalty: 3169.748291
	Iteration 56Q: 3 clusters Score -997907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -997907.625000 Penalty: 3169.748291
	Iteration 57F: 3 clusters Score -997907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -174209.718750 Penalty: 1309.632446
	Iteration 0F: 2 clusters Score -174209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -171408.203125 Penalty: 2619.264893
	Iteration 0F: 3 clusters Score -171408.2 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -172203.812500 Penalty: 2619.264893
	Iteration 1F: 3 clusters Score -172203.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -172491.265625 Penalty: 2619.264893
	Iteration 2F: 3 clusters Score -172491.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -172738.218750 Penalty: 2619.264893
	Iteration 3F: 3 clusters Score -172738.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -172979.734375 Penalty: 2619.264893
	Iteration 4F: 3 clusters Score -172979.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -173176.218750 Penalty: 2619.264893
	Iteration 5F: 3 clusters Score -173176.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -173343.265625 Penalty: 2619.264893
	Iteration 6F: 3 clusters Score -173343.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -173507.953125 Penalty: 2619.264893
	Iteration 7Q: 3 clusters Score -173508 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -173623.250000 Penalty: 2619.264893
	Iteration 8Q: 3 clusters Score -173623.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -173675.046875 Penalty: 2619.264893
	Iteration 9Q: 3 clusters Score -173675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -173706.687500 Penalty: 2619.264893
	Iteration 10Q: 3 clusters Score -173706.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -173720.640625 Penalty: 2619.264893
	Iteration 11Q: 3 clusters Score -173720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -173727.515625 Penalty: 2619.264893
	Iteration 12Q: 3 clusters Score -173727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -173729.531250 Penalty: 2619.264893
	Iteration 13Q: 3 clusters Score -173729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -173730.046875 Penalty: 2619.264893
	Iteration 14Q: 3 clusters Score -173730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -173731.093750 Penalty: 2619.264893
	Iteration 15Q: 3 clusters Score -173731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -173733.218750 Penalty: 2619.264893
	Iteration 16Q: 3 clusters Score -173733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -173735.171875 Penalty: 2619.264893
	Iteration 17Q: 3 clusters Score -173735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -173736.312500 Penalty: 2619.264893
	Iteration 18Q: 3 clusters Score -173736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -173738.968750 Penalty: 2619.264893
	Iteration 19Q: 3 clusters Score -173739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -173742.031250 Penalty: 2619.264893
	Iteration 20F: 3 clusters Score -173742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Entering Unmasked Estep 
Score: -799283.812500 Penalty: 1562.145386
	Iteration 0F: 2 clusters Score -799283.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -788934.562500 Penalty: 3124.290771
	Iteration 0F: 3 clusters Score -788934.6 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -792655.187500 Penalty: 3124.290771
	Iteration 1F: 3 clusters Score -792655.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -793081.875000 Penalty: 3124.290771
	Iteration 2F: 3 clusters Score -793081.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -793405.375000 Penalty: 3124.290771
	Iteration 3F: 3 clusters Score -793405.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -793718.562500 Penalty: 3124.290771
	Iteration 4F: 3 clusters Score -793718.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -793988.500000 Penalty: 3124.290771
	Iteration 5Q: 3 clusters Score -793988.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -794247.750000 Penalty: 3124.290771
	Iteration 6Q: 3 clusters Score -794247.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -794527.125000 Penalty: 3124.290771
	Iteration 7Q: 3 clusters Score -794527.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -794833.062500 Penalty: 3124.290771
	Iteration 8Q: 3 clusters Score -794833.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -795141.625000 Penalty: 3124.290771
	Iteration 9Q: 3 clusters Score -795141.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -795441.000000 Penalty: 3124.290771
	Iteration 10Q: 3 clusters Score -795441 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -795756.500000 Penalty: 3124.290771
	Iteration 11Q: 3 clusters Score -795756.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -796035.687500 Penalty: 3124.290771
	Iteration 12Q: 3 clusters Score -796035.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -796230.562500 Penalty: 3124.290771
	Iteration 13Q: 3 clusters Score -796230.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -796336.875000 Penalty: 3124.290771
	Iteration 14Q: 3 clusters Score -796336.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -796392.250000 Penalty: 3124.290771
	Iteration 15Q: 3 clusters Score -796392.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -796431.437500 Penalty: 3124.290771
	Iteration 16Q: 3 clusters Score -796431.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -796460.250000 Penalty: 3124.290771
	Iteration 17Q: 3 clusters Score -796460.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -796483.812500 Penalty: 3124.290771
	Iteration 18Q: 3 clusters Score -796483.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -796501.937500 Penalty: 3124.290771
	Iteration 19Q: 3 clusters Score -796501.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -796515.375000 Penalty: 3124.290771
	Iteration 20F: 3 clusters Score -796515.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -796535.687500 Penalty: 3124.290771
	Iteration 21Q: 3 clusters Score -796535.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -796552.812500 Penalty: 3124.290771
	Iteration 22Q: 3 clusters Score -796552.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -796567.312500 Penalty: 3124.290771
	Iteration 23Q: 3 clusters Score -796567.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -796584.312500 Penalty: 3124.290771
	Iteration 24Q: 3 clusters Score -796584.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -796598.625000 Penalty: 3124.290771
	Iteration 25Q: 3 clusters Score -796598.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -796610.062500 Penalty: 3124.290771
	Iteration 26Q: 3 clusters Score -796610.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -796623.875000 Penalty: 3124.290771
	Iteration 27Q: 3 clusters Score -796623.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -796647.562500 Penalty: 3124.290771
	Iteration 28Q: 3 clusters Score -796647.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -796667.625000 Penalty: 3124.290771
	Iteration 29Q: 3 clusters Score -796667.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -796685.937500 Penalty: 3124.290771
	Iteration 30Q: 3 clusters Score -796685.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -796709.687500 Penalty: 3124.290771
	Iteration 31Q: 3 clusters Score -796709.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -796729.562500 Penalty: 3124.290771
	Iteration 32Q: 3 clusters Score -796729.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -796751.625000 Penalty: 3124.290771
	Iteration 33Q: 3 clusters Score -796751.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -796768.375000 Penalty: 3124.290771
	Iteration 34Q: 3 clusters Score -796768.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -796788.875000 Penalty: 3124.290771
	Iteration 35Q: 3 clusters Score -796788.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -796808.000000 Penalty: 3124.290771
	Iteration 36Q: 3 clusters Score -796808 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -796827.312500 Penalty: 3124.290771
	Iteration 37Q: 3 clusters Score -796827.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -796855.750000 Penalty: 3124.290771
	Iteration 38Q: 3 clusters Score -796855.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -796876.812500 Penalty: 3124.290771
	Iteration 39Q: 3 clusters Score -796876.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -796900.500000 Penalty: 3124.290771
	Iteration 40F: 3 clusters Score -796900.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -796918.062500 Penalty: 3124.290771
	Iteration 41Q: 3 clusters Score -796918.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -796929.437500 Penalty: 3124.290771
	Iteration 42Q: 3 clusters Score -796929.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -796941.500000 Penalty: 3124.290771
	Iteration 43Q: 3 clusters Score -796941.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -796953.062500 Penalty: 3124.290771
	Iteration 44Q: 3 clusters Score -796953.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -796963.187500 Penalty: 3124.290771
	Iteration 45Q: 3 clusters Score -796963.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -796976.375000 Penalty: 3124.290771
	Iteration 46Q: 3 clusters Score -796976.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -796992.937500 Penalty: 3124.290771
	Iteration 47Q: 3 clusters Score -796992.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -797005.812500 Penalty: 3124.290771
	Iteration 48Q: 3 clusters Score -797005.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -797025.437500 Penalty: 3124.290771
	Iteration 49Q: 3 clusters Score -797025.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -797044.187500 Penalty: 3124.290771
	Iteration 50Q: 3 clusters Score -797044.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -797063.625000 Penalty: 3124.290771
	Iteration 51Q: 3 clusters Score -797063.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -797090.500000 Penalty: 3124.290771
	Iteration 52Q: 3 clusters Score -797090.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -797113.250000 Penalty: 3124.290771
	Iteration 53Q: 3 clusters Score -797113.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -797135.562500 Penalty: 3124.290771
	Iteration 54Q: 3 clusters Score -797135.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -797159.375000 Penalty: 3124.290771
	Iteration 55Q: 3 clusters Score -797159.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -797179.500000 Penalty: 3124.290771
	Iteration 56Q: 3 clusters Score -797179.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -797198.125000 Penalty: 3124.290771
	Iteration 57Q: 3 clusters Score -797198.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -797218.125000 Penalty: 3124.290771
	Iteration 58Q: 3 clusters Score -797218.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -797232.187500 Penalty: 3124.290771
	Iteration 59Q: 3 clusters Score -797232.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -797256.437500 Penalty: 3124.290771
	Iteration 60F: 3 clusters Score -797256.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -797279.562500 Penalty: 3124.290771
	Iteration 61Q: 3 clusters Score -797279.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -797290.812500 Penalty: 3124.290771
	Iteration 62Q: 3 clusters Score -797290.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -797303.250000 Penalty: 3124.290771
	Iteration 63Q: 3 clusters Score -797303.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -797315.562500 Penalty: 3124.290771
	Iteration 64Q: 3 clusters Score -797315.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -797322.125000 Penalty: 3124.290771
	Iteration 65Q: 3 clusters Score -797322.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -797333.125000 Penalty: 3124.290771
	Iteration 66Q: 3 clusters Score -797333.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -797342.187500 Penalty: 3124.290771
	Iteration 67Q: 3 clusters Score -797342.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -797350.687500 Penalty: 3124.290771
	Iteration 68Q: 3 clusters Score -797350.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -797360.187500 Penalty: 3124.290771
	Iteration 69Q: 3 clusters Score -797360.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -797369.000000 Penalty: 3124.290771
	Iteration 70Q: 3 clusters Score -797369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -797381.562500 Penalty: 3124.290771
	Iteration 71Q: 3 clusters Score -797381.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -797382.062500 Penalty: 3124.290771
	Iteration 72Q: 3 clusters Score -797382.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -797383.500000 Penalty: 3124.290771
	Iteration 73Q: 3 clusters Score -797383.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -797387.437500 Penalty: 3124.290771
	Iteration 74Q: 3 clusters Score -797387.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -797390.750000 Penalty: 3124.290771
	Iteration 75Q: 3 clusters Score -797390.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -797394.562500 Penalty: 3124.290771
	Iteration 76Q: 3 clusters Score -797394.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -797397.187500 Penalty: 3124.290771
	Iteration 77Q: 3 clusters Score -797397.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -797397.812500 Penalty: 3124.290771
	Iteration 78Q: 3 clusters Score -797397.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -797397.500000 Penalty: 3124.290771
	Iteration 79Q: 3 clusters Score -797397.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -797400.625000 Penalty: 3124.290771
	Iteration 80F: 3 clusters Score -797400.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -797403.312500 Penalty: 3124.290771
	Iteration 81Q: 3 clusters Score -797403.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -797405.125000 Penalty: 3124.290771
	Iteration 82Q: 3 clusters Score -797405.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -797409.562500 Penalty: 3124.290771
	Iteration 83Q: 3 clusters Score -797409.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -797411.250000 Penalty: 3124.290771
	Iteration 84Q: 3 clusters Score -797411.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -797413.937500 Penalty: 3124.290771
	Iteration 85Q: 3 clusters Score -797413.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -797419.125000 Penalty: 3124.290771
	Iteration 86Q: 3 clusters Score -797419.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -797425.125000 Penalty: 3124.290771
	Iteration 87Q: 3 clusters Score -797425.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -797430.875000 Penalty: 3124.290771
	Iteration 88Q: 3 clusters Score -797430.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -797431.562500 Penalty: 3124.290771
	Iteration 89Q: 3 clusters Score -797431.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -797438.562500 Penalty: 3124.290771
	Iteration 90Q: 3 clusters Score -797438.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -797446.625000 Penalty: 3124.290771
	Iteration 91Q: 3 clusters Score -797446.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -797455.312500 Penalty: 3124.290771
	Iteration 92Q: 3 clusters Score -797455.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -797464.625000 Penalty: 3124.290771
	Iteration 93Q: 3 clusters Score -797464.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -797473.500000 Penalty: 3124.290771
	Iteration 94Q: 3 clusters Score -797473.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -797484.937500 Penalty: 3124.290771
	Iteration 95Q: 3 clusters Score -797484.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -797499.250000 Penalty: 3124.290771
	Iteration 96Q: 3 clusters Score -797499.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -797512.000000 Penalty: 3124.290771
	Iteration 97Q: 3 clusters Score -797512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -797523.187500 Penalty: 3124.290771
	Iteration 98Q: 3 clusters Score -797523.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -797536.812500 Penalty: 3124.290771
	Iteration 99Q: 3 clusters Score -797536.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -797556.937500 Penalty: 3124.290771
	Iteration 100F: 3 clusters Score -797556.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -797581.125000 Penalty: 3124.290771
	Iteration 101Q: 3 clusters Score -797581.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -797607.812500 Penalty: 3124.290771
	Iteration 102Q: 3 clusters Score -797607.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -797647.000000 Penalty: 3124.290771
	Iteration 103Q: 3 clusters Score -797647 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -797678.812500 Penalty: 3124.290771
	Iteration 104Q: 3 clusters Score -797678.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -797712.500000 Penalty: 3124.290771
	Iteration 105Q: 3 clusters Score -797712.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -797754.937500 Penalty: 3124.290771
	Iteration 106Q: 3 clusters Score -797754.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -797805.500000 Penalty: 3124.290771
	Iteration 107Q: 3 clusters Score -797805.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -797841.937500 Penalty: 3124.290771
	Iteration 108Q: 3 clusters Score -797841.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -797875.312500 Penalty: 3124.290771
	Iteration 109Q: 3 clusters Score -797875.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -797901.250000 Penalty: 3124.290771
	Iteration 110Q: 3 clusters Score -797901.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -797932.500000 Penalty: 3124.290771
	Iteration 111Q: 3 clusters Score -797932.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -797963.062500 Penalty: 3124.290771
	Iteration 112Q: 3 clusters Score -797963.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -797999.187500 Penalty: 3124.290771
	Iteration 113Q: 3 clusters Score -797999.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -798026.312500 Penalty: 3124.290771
	Iteration 114Q: 3 clusters Score -798026.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -798044.625000 Penalty: 3124.290771
	Iteration 115Q: 3 clusters Score -798044.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -798059.812500 Penalty: 3124.290771
	Iteration 116Q: 3 clusters Score -798059.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -798067.687500 Penalty: 3124.290771
	Iteration 117Q: 3 clusters Score -798067.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -798078.062500 Penalty: 3124.290771
	Iteration 118Q: 3 clusters Score -798078.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -798088.750000 Penalty: 3124.290771
	Iteration 119Q: 3 clusters Score -798088.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -798101.625000 Penalty: 3124.290771
	Iteration 120F: 3 clusters Score -798101.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -798109.375000 Penalty: 3124.290771
	Iteration 121Q: 3 clusters Score -798109.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -798113.250000 Penalty: 3124.290771
	Iteration 122Q: 3 clusters Score -798113.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -798117.437500 Penalty: 3124.290771
	Iteration 123Q: 3 clusters Score -798117.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -798122.062500 Penalty: 3124.290771
	Iteration 124Q: 3 clusters Score -798122.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -798126.250000 Penalty: 3124.290771
	Iteration 125Q: 3 clusters Score -798126.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -798129.375000 Penalty: 3124.290771
	Iteration 126Q: 3 clusters Score -798129.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -798129.562500 Penalty: 3124.290771
	Iteration 127Q: 3 clusters Score -798129.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -798130.250000 Penalty: 3124.290771
	Iteration 128Q: 3 clusters Score -798130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -798130.625000 Penalty: 3124.290771
	Iteration 129Q: 3 clusters Score -798130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -798135.062500 Penalty: 3124.290771
	Iteration 130Q: 3 clusters Score -798135.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -798134.312500 Penalty: 3124.290771
	Iteration 131Q: 3 clusters Score -798134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -798135.875000 Penalty: 3124.290771
	Iteration 132Q: 3 clusters Score -798135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -798135.875000 Penalty: 3124.290771
	Iteration 133F: 3 clusters Score -798135.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Entering Unmasked Estep 
Score: -2378783.750000 Penalty: 1725.842773
	Iteration 0F: 2 clusters Score -2378784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2351512.250000 Penalty: 3451.685547
	Iteration 0F: 3 clusters Score -2351512 nChanged 19026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2362289.000000 Penalty: 3451.685547
	Iteration 1F: 3 clusters Score -2362289 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2362950.000000 Penalty: 3451.685547
	Iteration 2Q: 3 clusters Score -2362950 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2363795.000000 Penalty: 3451.685547
	Iteration 3Q: 3 clusters Score -2363795 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2365004.750000 Penalty: 3451.685547
	Iteration 4F: 3 clusters Score -2365005 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2366642.000000 Penalty: 3451.685547
	Iteration 5F: 3 clusters Score -2366642 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2368457.250000 Penalty: 3451.685547
	Iteration 6F: 3 clusters Score -2368457 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -2370017.250000 Penalty: 3451.685547
	Iteration 7F: 3 clusters Score -2370017 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -2371120.750000 Penalty: 3451.685547
	Iteration 8F: 3 clusters Score -2371121 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -2371870.000000 Penalty: 3451.685547
	Iteration 9Q: 3 clusters Score -2371870 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -2372486.250000 Penalty: 3451.685547
	Iteration 10Q: 3 clusters Score -2372486 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -2372989.250000 Penalty: 3451.685547
	Iteration 11Q: 3 clusters Score -2372989 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -2373455.750000 Penalty: 3451.685547
	Iteration 12Q: 3 clusters Score -2373456 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -2373911.500000 Penalty: 3451.685547
	Iteration 13Q: 3 clusters Score -2373912 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -2374440.750000 Penalty: 3451.685547
	Iteration 14Q: 3 clusters Score -2374441 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -2374945.500000 Penalty: 3451.685547
	Iteration 15Q: 3 clusters Score -2374946 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -2375469.000000 Penalty: 3451.685547
	Iteration 16Q: 3 clusters Score -2375469 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -2375927.500000 Penalty: 3451.685547
	Iteration 17Q: 3 clusters Score -2375928 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -2376316.750000 Penalty: 3451.685547
	Iteration 18Q: 3 clusters Score -2376317 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -2376619.750000 Penalty: 3451.685547
	Iteration 19Q: 3 clusters Score -2376620 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -2376854.000000 Penalty: 3451.685547
	Iteration 20F: 3 clusters Score -2376854 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -2377028.500000 Penalty: 3451.685547
	Iteration 21Q: 3 clusters Score -2377028 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -2377135.250000 Penalty: 3451.685547
	Iteration 22Q: 3 clusters Score -2377135 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -2377214.750000 Penalty: 3451.685547
	Iteration 23Q: 3 clusters Score -2377215 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -2377296.500000 Penalty: 3451.685547
	Iteration 24Q: 3 clusters Score -2377296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -2377369.250000 Penalty: 3451.685547
	Iteration 25Q: 3 clusters Score -2377369 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -2377433.750000 Penalty: 3451.685547
	Iteration 26Q: 3 clusters Score -2377434 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -2377472.500000 Penalty: 3451.685547
	Iteration 27Q: 3 clusters Score -2377472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -2377502.000000 Penalty: 3451.685547
	Iteration 28Q: 3 clusters Score -2377502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -2377517.750000 Penalty: 3451.685547
	Iteration 29Q: 3 clusters Score -2377518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -2377528.500000 Penalty: 3451.685547
	Iteration 30Q: 3 clusters Score -2377528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -2377540.750000 Penalty: 3451.685547
	Iteration 31Q: 3 clusters Score -2377541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -2377554.000000 Penalty: 3451.685547
	Iteration 32Q: 3 clusters Score -2377554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -2377567.500000 Penalty: 3451.685547
	Iteration 33Q: 3 clusters Score -2377568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -2377577.750000 Penalty: 3451.685547
	Iteration 34Q: 3 clusters Score -2377578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -2377586.000000 Penalty: 3451.685547
	Iteration 35Q: 3 clusters Score -2377586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -2377593.000000 Penalty: 3451.685547
	Iteration 36Q: 3 clusters Score -2377593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -2377597.250000 Penalty: 3451.685547
	Iteration 37Q: 3 clusters Score -2377597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -2377600.500000 Penalty: 3451.685547
	Iteration 38Q: 3 clusters Score -2377600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -2377607.250000 Penalty: 3451.685547
	Iteration 39Q: 3 clusters Score -2377607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -2377613.250000 Penalty: 3451.685547
	Iteration 40F: 3 clusters Score -2377613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -2377621.250000 Penalty: 3451.685547
	Iteration 41Q: 3 clusters Score -2377621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -2377629.500000 Penalty: 3451.685547
	Iteration 42Q: 3 clusters Score -2377630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -2377636.250000 Penalty: 3451.685547
	Iteration 43Q: 3 clusters Score -2377636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -2377644.000000 Penalty: 3451.685547
	Iteration 44Q: 3 clusters Score -2377644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -2377651.250000 Penalty: 3451.685547
	Iteration 45Q: 3 clusters Score -2377651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -2377662.750000 Penalty: 3451.685547
	Iteration 46Q: 3 clusters Score -2377663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -2377670.750000 Penalty: 3451.685547
	Iteration 47Q: 3 clusters Score -2377671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -2377672.000000 Penalty: 3451.685547
	Iteration 48Q: 3 clusters Score -2377672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -2377676.250000 Penalty: 3451.685547
	Iteration 49Q: 3 clusters Score -2377676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -2377677.750000 Penalty: 3451.685547
	Iteration 50Q: 3 clusters Score -2377678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -2377677.500000 Penalty: 3451.685547
	Iteration 51Q: 3 clusters Score -2377678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -2377675.750000 Penalty: 3451.685547
	Iteration 52Q: 3 clusters Score -2377676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -2377676.500000 Penalty: 3451.685547
	Iteration 53Q: 3 clusters Score -2377676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -2377676.500000 Penalty: 3451.685547
	Iteration 54F: 3 clusters Score -2377676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Entering Unmasked Estep 
Score: -895094.875000 Penalty: 1572.588013
	Iteration 0F: 2 clusters Score -895094.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -884073.125000 Penalty: 3145.176025
	Iteration 0F: 3 clusters Score -884073.1 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -888043.812500 Penalty: 3145.176025
	Iteration 1F: 3 clusters Score -888043.8 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -888579.625000 Penalty: 3145.176025
	Iteration 2F: 3 clusters Score -888579.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -889191.375000 Penalty: 3145.176025
	Iteration 3F: 3 clusters Score -889191.4 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -889932.937500 Penalty: 3145.176025
	Iteration 4F: 3 clusters Score -889932.9 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -890869.937500 Penalty: 3145.176025
	Iteration 5F: 3 clusters Score -890869.9 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -891866.812500 Penalty: 3145.176025
	Iteration 6F: 3 clusters Score -891866.8 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -892725.187500 Penalty: 3145.176025
	Iteration 7F: 3 clusters Score -892725.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -893333.125000 Penalty: 3145.176025
	Iteration 8F: 3 clusters Score -893333.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -893667.875000 Penalty: 3145.176025
	Iteration 9Q: 3 clusters Score -893667.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -893862.687500 Penalty: 3145.176025
	Iteration 10Q: 3 clusters Score -893862.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -894015.375000 Penalty: 3145.176025
	Iteration 11Q: 3 clusters Score -894015.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -894128.687500 Penalty: 3145.176025
	Iteration 12Q: 3 clusters Score -894128.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -894228.500000 Penalty: 3145.176025
	Iteration 13Q: 3 clusters Score -894228.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -894309.437500 Penalty: 3145.176025
	Iteration 14Q: 3 clusters Score -894309.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -894369.437500 Penalty: 3145.176025
	Iteration 15Q: 3 clusters Score -894369.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -894419.812500 Penalty: 3145.176025
	Iteration 16Q: 3 clusters Score -894419.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -894457.375000 Penalty: 3145.176025
	Iteration 17Q: 3 clusters Score -894457.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -894478.187500 Penalty: 3145.176025
	Iteration 18Q: 3 clusters Score -894478.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -894494.062500 Penalty: 3145.176025
	Iteration 19Q: 3 clusters Score -894494.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -894506.250000 Penalty: 3145.176025
	Iteration 20F: 3 clusters Score -894506.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -894518.187500 Penalty: 3145.176025
	Iteration 21Q: 3 clusters Score -894518.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -894531.937500 Penalty: 3145.176025
	Iteration 22Q: 3 clusters Score -894531.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -894542.250000 Penalty: 3145.176025
	Iteration 23Q: 3 clusters Score -894542.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -894541.875000 Penalty: 3145.176025
	Iteration 24Q: 3 clusters Score -894541.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -894550.375000 Penalty: 3145.176025
	Iteration 25Q: 3 clusters Score -894550.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -894554.500000 Penalty: 3145.176025
	Iteration 26Q: 3 clusters Score -894554.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -894559.000000 Penalty: 3145.176025
	Iteration 27Q: 3 clusters Score -894559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -894559.562500 Penalty: 3145.176025
	Iteration 28Q: 3 clusters Score -894559.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -894561.062500 Penalty: 3145.176025
	Iteration 29Q: 3 clusters Score -894561.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -894562.687500 Penalty: 3145.176025
	Iteration 30Q: 3 clusters Score -894562.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -894567.812500 Penalty: 3145.176025
	Iteration 31Q: 3 clusters Score -894567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -894567.625000 Penalty: 3145.176025
	Iteration 32Q: 3 clusters Score -894567.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -894566.062500 Penalty: 3145.176025
	Iteration 33Q: 3 clusters Score -894566.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -894570.312500 Penalty: 3145.176025
	Iteration 34Q: 3 clusters Score -894570.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -894570.187500 Penalty: 3145.176025
	Iteration 35Q: 3 clusters Score -894570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -894568.687500 Penalty: 3145.176025
	Iteration 36Q: 3 clusters Score -894568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -894570.562500 Penalty: 3145.176025
	Iteration 37Q: 3 clusters Score -894570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -894571.000000 Penalty: 3145.176025
	Iteration 38Q: 3 clusters Score -894571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -894572.125000 Penalty: 3145.176025
	Iteration 39Q: 3 clusters Score -894572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -894572.125000 Penalty: 3145.176025
	Iteration 40F: 3 clusters Score -894572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135508 members 
Entering Unmasked Estep 
Score: -7958553.500000 Penalty: 1920.227661
	Iteration 0F: 2 clusters Score -7958554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67686 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -7867590.000000 Penalty: 3840.455322
	Iteration 0F: 3 clusters Score -7867590 nChanged 65252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -7906902.000000 Penalty: 3840.455322
	Iteration 1F: 3 clusters Score -7906902 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -7908956.500000 Penalty: 3840.455322
	Iteration 2Q: 3 clusters Score -7908956 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -7912246.500000 Penalty: 3840.455322
	Iteration 3F: 3 clusters Score -7912246 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -7916436.500000 Penalty: 3840.455322
	Iteration 4F: 3 clusters Score -7916436 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -7920673.500000 Penalty: 3840.455322
	Iteration 5F: 3 clusters Score -7920674 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83288 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -7924338.000000 Penalty: 3840.455322
	Iteration 6F: 3 clusters Score -7924338 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -7926995.500000 Penalty: 3840.455322
	Iteration 7F: 3 clusters Score -7926996 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -7928862.500000 Penalty: 3840.455322
	Iteration 8Q: 3 clusters Score -7928862 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -7930416.000000 Penalty: 3840.455322
	Iteration 9Q: 3 clusters Score -7930416 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -7932108.500000 Penalty: 3840.455322
	Iteration 10Q: 3 clusters Score -7932108 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -7934357.500000 Penalty: 3840.455322
	Iteration 11Q: 3 clusters Score -7934358 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108864 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -7937229.500000 Penalty: 3840.455322
	Iteration 12Q: 3 clusters Score -7937230 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -7940760.000000 Penalty: 3840.455322
	Iteration 13Q: 3 clusters Score -7940760 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -7944993.000000 Penalty: 3840.455322
	Iteration 14Q: 3 clusters Score -7944993 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125564 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -7949220.500000 Penalty: 3840.455322
	Iteration 15Q: 3 clusters Score -7949220 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129557 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -7952663.500000 Penalty: 3840.455322
	Iteration 16Q: 3 clusters Score -7952664 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132202 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7954864.500000 Penalty: 3840.455322
	Iteration 17Q: 3 clusters Score -7954864 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133623 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7956001.000000 Penalty: 3840.455322
	Iteration 18Q: 3 clusters Score -7956001 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134260 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7956478.500000 Penalty: 3840.455322
	Iteration 19Q: 3 clusters Score -7956478 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134538 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7956740.500000 Penalty: 3840.455322
	Iteration 20F: 3 clusters Score -7956740 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134715 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7956923.500000 Penalty: 3840.455322
	Iteration 21Q: 3 clusters Score -7956924 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134802 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7957012.000000 Penalty: 3840.455322
	Iteration 22Q: 3 clusters Score -7957012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7957088.000000 Penalty: 3840.455322
	Iteration 23Q: 3 clusters Score -7957088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134885 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7957123.000000 Penalty: 3840.455322
	Iteration 24Q: 3 clusters Score -7957123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134897 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7957144.000000 Penalty: 3840.455322
	Iteration 25Q: 3 clusters Score -7957144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134905 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7957175.500000 Penalty: 3840.455322
	Iteration 26Q: 3 clusters Score -7957176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134904 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7957192.000000 Penalty: 3840.455322
	Iteration 27Q: 3 clusters Score -7957192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134897 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7957201.000000 Penalty: 3840.455322
	Iteration 28Q: 3 clusters Score -7957201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7957202.000000 Penalty: 3840.455322
	Iteration 29Q: 3 clusters Score -7957202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7957210.500000 Penalty: 3840.455322
	Iteration 30Q: 3 clusters Score -7957210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134892 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7957211.000000 Penalty: 3840.455322
	Iteration 31Q: 3 clusters Score -7957211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134891 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7957218.500000 Penalty: 3840.455322
	Iteration 32Q: 3 clusters Score -7957218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7957218.500000 Penalty: 3840.455322
	Iteration 33Q: 3 clusters Score -7957218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7957217.000000 Penalty: 3840.455322
	Iteration 34Q: 3 clusters Score -7957217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7957215.000000 Penalty: 3840.455322
	Iteration 35Q: 3 clusters Score -7957215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134882 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7957210.500000 Penalty: 3840.455322
	Iteration 36Q: 3 clusters Score -7957210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134879 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7957214.500000 Penalty: 3840.455322
	Iteration 37Q: 3 clusters Score -7957214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134877 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7957218.000000 Penalty: 3840.455322
	Iteration 38Q: 3 clusters Score -7957218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134877 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7957222.500000 Penalty: 3840.455322
	Iteration 39Q: 3 clusters Score -7957222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134879 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7957218.500000 Penalty: 3840.455322
	Iteration 40F: 3 clusters Score -7957218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134876 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7957223.000000 Penalty: 3840.455322
	Iteration 41Q: 3 clusters Score -7957223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134874 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7957232.500000 Penalty: 3840.455322
	Iteration 42Q: 3 clusters Score -7957232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134873 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7957220.500000 Penalty: 3840.455322
	Iteration 43Q: 3 clusters Score -7957220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134872 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7957226.000000 Penalty: 3840.455322
	Iteration 44Q: 3 clusters Score -7957226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134871 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7957224.500000 Penalty: 3840.455322
	Iteration 45Q: 3 clusters Score -7957224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134870 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7957221.000000 Penalty: 3840.455322
	Iteration 46Q: 3 clusters Score -7957221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134870 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7957220.500000 Penalty: 3840.455322
	Iteration 47Q: 3 clusters Score -7957220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7957221.000000 Penalty: 3840.455322
	Iteration 48Q: 3 clusters Score -7957221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7957221.000000 Penalty: 3840.455322
	Iteration 49F: 3 clusters Score -7957221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -138768.000000 Penalty: 1319.740479
	Iteration 0F: 2 clusters Score -138768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -135874.609375 Penalty: 2639.480957
	Iteration 0F: 3 clusters Score -135874.6 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -136855.593750 Penalty: 2639.480957
	Iteration 1F: 3 clusters Score -136855.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -137128.375000 Penalty: 2639.480957
	Iteration 2F: 3 clusters Score -137128.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -137301.281250 Penalty: 2639.480957
	Iteration 3F: 3 clusters Score -137301.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -137440.312500 Penalty: 2639.480957
	Iteration 4Q: 3 clusters Score -137440.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -137537.953125 Penalty: 2639.480957
	Iteration 5Q: 3 clusters Score -137538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -137610.578125 Penalty: 2639.480957
	Iteration 6Q: 3 clusters Score -137610.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -137690.906250 Penalty: 2639.480957
	Iteration 7Q: 3 clusters Score -137690.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -137741.046875 Penalty: 2639.480957
	Iteration 8Q: 3 clusters Score -137741 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -137788.484375 Penalty: 2639.480957
	Iteration 9Q: 3 clusters Score -137788.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -137833.625000 Penalty: 2639.480957
	Iteration 10Q: 3 clusters Score -137833.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -137888.140625 Penalty: 2639.480957
	Iteration 11Q: 3 clusters Score -137888.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -137942.578125 Penalty: 2639.480957
	Iteration 12Q: 3 clusters Score -137942.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -137978.718750 Penalty: 2639.480957
	Iteration 13Q: 3 clusters Score -137978.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -138030.312500 Penalty: 2639.480957
	Iteration 14Q: 3 clusters Score -138030.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -138093.062500 Penalty: 2639.480957
	Iteration 15Q: 3 clusters Score -138093.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -138129.546875 Penalty: 2639.480957
	Iteration 16Q: 3 clusters Score -138129.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -138158.859375 Penalty: 2639.480957
	Iteration 17Q: 3 clusters Score -138158.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -138179.937500 Penalty: 2639.480957
	Iteration 18Q: 3 clusters Score -138179.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -138197.703125 Penalty: 2639.480957
	Iteration 19Q: 3 clusters Score -138197.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -138219.687500 Penalty: 2639.480957
	Iteration 20F: 3 clusters Score -138219.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -138251.625000 Penalty: 2639.480957
	Iteration 21Q: 3 clusters Score -138251.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -138271.203125 Penalty: 2639.480957
	Iteration 22Q: 3 clusters Score -138271.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -138283.171875 Penalty: 2639.480957
	Iteration 23Q: 3 clusters Score -138283.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -138289.093750 Penalty: 2639.480957
	Iteration 24Q: 3 clusters Score -138289.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -138295.875000 Penalty: 2639.480957
	Iteration 25Q: 3 clusters Score -138295.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -138300.078125 Penalty: 2639.480957
	Iteration 26Q: 3 clusters Score -138300.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -138302.468750 Penalty: 2639.480957
	Iteration 27Q: 3 clusters Score -138302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -138304.156250 Penalty: 2639.480957
	Iteration 28Q: 3 clusters Score -138304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -138306.640625 Penalty: 2639.480957
	Iteration 29Q: 3 clusters Score -138306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -138307.625000 Penalty: 2639.480957
	Iteration 30Q: 3 clusters Score -138307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -138308.343750 Penalty: 2639.480957
	Iteration 31Q: 3 clusters Score -138308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -138309.953125 Penalty: 2639.480957
	Iteration 32Q: 3 clusters Score -138310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -138312.140625 Penalty: 2639.480957
	Iteration 33Q: 3 clusters Score -138312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -138313.343750 Penalty: 2639.480957
	Iteration 34Q: 3 clusters Score -138313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -138314.406250 Penalty: 2639.480957
	Iteration 35Q: 3 clusters Score -138314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -138314.531250 Penalty: 2639.480957
	Iteration 36Q: 3 clusters Score -138314.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -138314.531250 Penalty: 2639.480957
	Iteration 37F: 3 clusters Score -138314.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -175811.609375 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -175811.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -173195.359375 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -173195.4 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -173778.875000 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -173778.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -173890.687500 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -173890.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -173964.562500 Penalty: 2579.530762
	Iteration 3Q: 3 clusters Score -173964.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -174015.265625 Penalty: 2579.530762
	Iteration 4Q: 3 clusters Score -174015.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -174053.218750 Penalty: 2579.530762
	Iteration 5Q: 3 clusters Score -174053.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -174077.453125 Penalty: 2579.530762
	Iteration 6Q: 3 clusters Score -174077.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -174093.453125 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -174093.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -174103.750000 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -174103.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -174113.875000 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -174113.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -174121.859375 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -174121.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -174126.078125 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -174126.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -174132.015625 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -174132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -174143.546875 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -174143.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -174154.515625 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -174154.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -174161.906250 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -174161.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -174166.203125 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -174166.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -174170.078125 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -174170.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -174174.359375 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -174174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -174180.625000 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -174180.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -174186.140625 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -174186.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -174191.031250 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -174191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -174196.421875 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -174196.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -174205.593750 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -174205.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -174211.437500 Penalty: 2579.530762
	Iteration 24Q: 3 clusters Score -174211.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -174214.546875 Penalty: 2579.530762
	Iteration 25Q: 3 clusters Score -174214.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -174215.921875 Penalty: 2579.530762
	Iteration 26Q: 3 clusters Score -174215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -174217.093750 Penalty: 2579.530762
	Iteration 27Q: 3 clusters Score -174217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -174217.562500 Penalty: 2579.530762
	Iteration 28Q: 3 clusters Score -174217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -174217.937500 Penalty: 2579.530762
	Iteration 29Q: 3 clusters Score -174217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -174218.234375 Penalty: 2579.530762
	Iteration 30Q: 3 clusters Score -174218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -174218.156250 Penalty: 2579.530762
	Iteration 31Q: 3 clusters Score -174218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -174218.640625 Penalty: 2579.530762
	Iteration 32Q: 3 clusters Score -174218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -174218.640625 Penalty: 2579.530762
	Iteration 33F: 3 clusters Score -174218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Entering Unmasked Estep 
Score: -299769.125000 Penalty: 1390.010620
	Iteration 0F: 2 clusters Score -299769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -295635.812500 Penalty: 2780.021240
	Iteration 0F: 3 clusters Score -295635.8 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -296890.875000 Penalty: 2780.021240
	Iteration 1F: 3 clusters Score -296890.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -297138.906250 Penalty: 2780.021240
	Iteration 2F: 3 clusters Score -297138.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -297315.062500 Penalty: 2780.021240
	Iteration 3F: 3 clusters Score -297315.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -297456.656250 Penalty: 2780.021240
	Iteration 4Q: 3 clusters Score -297456.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -297565.687500 Penalty: 2780.021240
	Iteration 5Q: 3 clusters Score -297565.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -297656.625000 Penalty: 2780.021240
	Iteration 6Q: 3 clusters Score -297656.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -297736.781250 Penalty: 2780.021240
	Iteration 7Q: 3 clusters Score -297736.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -297815.500000 Penalty: 2780.021240
	Iteration 8Q: 3 clusters Score -297815.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -297895.937500 Penalty: 2780.021240
	Iteration 9Q: 3 clusters Score -297895.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -297965.062500 Penalty: 2780.021240
	Iteration 10Q: 3 clusters Score -297965.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -298034.968750 Penalty: 2780.021240
	Iteration 11Q: 3 clusters Score -298035 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -298117.906250 Penalty: 2780.021240
	Iteration 12Q: 3 clusters Score -298117.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -298212.625000 Penalty: 2780.021240
	Iteration 13Q: 3 clusters Score -298212.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -298342.687500 Penalty: 2780.021240
	Iteration 14Q: 3 clusters Score -298342.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -298497.000000 Penalty: 2780.021240
	Iteration 15Q: 3 clusters Score -298497 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -298644.437500 Penalty: 2780.021240
	Iteration 16Q: 3 clusters Score -298644.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -298776.937500 Penalty: 2780.021240
	Iteration 17Q: 3 clusters Score -298776.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -298849.218750 Penalty: 2780.021240
	Iteration 18Q: 3 clusters Score -298849.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -298902.906250 Penalty: 2780.021240
	Iteration 19Q: 3 clusters Score -298902.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -298938.250000 Penalty: 2780.021240
	Iteration 20F: 3 clusters Score -298938.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -298961.968750 Penalty: 2780.021240
	Iteration 21Q: 3 clusters Score -298962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -298999.343750 Penalty: 2780.021240
	Iteration 22Q: 3 clusters Score -298999.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -299047.562500 Penalty: 2780.021240
	Iteration 23Q: 3 clusters Score -299047.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -299089.437500 Penalty: 2780.021240
	Iteration 24Q: 3 clusters Score -299089.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -299134.593750 Penalty: 2780.021240
	Iteration 25Q: 3 clusters Score -299134.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -299174.531250 Penalty: 2780.021240
	Iteration 26Q: 3 clusters Score -299174.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -299201.875000 Penalty: 2780.021240
	Iteration 27Q: 3 clusters Score -299201.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -299220.250000 Penalty: 2780.021240
	Iteration 28Q: 3 clusters Score -299220.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -299233.500000 Penalty: 2780.021240
	Iteration 29Q: 3 clusters Score -299233.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -299244.500000 Penalty: 2780.021240
	Iteration 30Q: 3 clusters Score -299244.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -299253.531250 Penalty: 2780.021240
	Iteration 31Q: 3 clusters Score -299253.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -299264.031250 Penalty: 2780.021240
	Iteration 32Q: 3 clusters Score -299264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -299279.562500 Penalty: 2780.021240
	Iteration 33Q: 3 clusters Score -299279.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -299294.187500 Penalty: 2780.021240
	Iteration 34Q: 3 clusters Score -299294.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -299302.906250 Penalty: 2780.021240
	Iteration 35Q: 3 clusters Score -299302.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -299308.343750 Penalty: 2780.021240
	Iteration 36Q: 3 clusters Score -299308.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -299312.968750 Penalty: 2780.021240
	Iteration 37Q: 3 clusters Score -299313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -299319.187500 Penalty: 2780.021240
	Iteration 38Q: 3 clusters Score -299319.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -299323.875000 Penalty: 2780.021240
	Iteration 39Q: 3 clusters Score -299323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -299325.250000 Penalty: 2780.021240
	Iteration 40F: 3 clusters Score -299325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -299327.906250 Penalty: 2780.021240
	Iteration 41Q: 3 clusters Score -299327.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -299330.687500 Penalty: 2780.021240
	Iteration 42Q: 3 clusters Score -299330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -299333.343750 Penalty: 2780.021240
	Iteration 43Q: 3 clusters Score -299333.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -299336.437500 Penalty: 2780.021240
	Iteration 44Q: 3 clusters Score -299336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -299337.656250 Penalty: 2780.021240
	Iteration 45Q: 3 clusters Score -299337.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -299339.312500 Penalty: 2780.021240
	Iteration 46Q: 3 clusters Score -299339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -299341.062500 Penalty: 2780.021240
	Iteration 47Q: 3 clusters Score -299341.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -299343.343750 Penalty: 2780.021240
	Iteration 48Q: 3 clusters Score -299343.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -299345.906250 Penalty: 2780.021240
	Iteration 49Q: 3 clusters Score -299345.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -299346.625000 Penalty: 2780.021240
	Iteration 50Q: 3 clusters Score -299346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -299347.812500 Penalty: 2780.021240
	Iteration 51Q: 3 clusters Score -299347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -299348.687500 Penalty: 2780.021240
	Iteration 52Q: 3 clusters Score -299348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -299350.093750 Penalty: 2780.021240
	Iteration 53Q: 3 clusters Score -299350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -299350.625000 Penalty: 2780.021240
	Iteration 54Q: 3 clusters Score -299350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -299351.843750 Penalty: 2780.021240
	Iteration 55Q: 3 clusters Score -299351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -299352.937500 Penalty: 2780.021240
	Iteration 56Q: 3 clusters Score -299352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -299354.875000 Penalty: 2780.021240
	Iteration 57Q: 3 clusters Score -299354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -299355.250000 Penalty: 2780.021240
	Iteration 58Q: 3 clusters Score -299355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -299356.093750 Penalty: 2780.021240
	Iteration 59Q: 3 clusters Score -299356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -299356.781250 Penalty: 2780.021240
	Iteration 60F: 3 clusters Score -299356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -299356.531250 Penalty: 2780.021240
	Iteration 61Q: 3 clusters Score -299356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -299356.531250 Penalty: 2780.021240
	Iteration 62F: 3 clusters Score -299356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Entering Unmasked Estep 
Score: -2669216.500000 Penalty: 1739.889526
	Iteration 0F: 2 clusters Score -2669216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2639288.000000 Penalty: 3479.779053
	Iteration 0F: 3 clusters Score -2639288 nChanged 20803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2650809.750000 Penalty: 3479.779053
	Iteration 1F: 3 clusters Score -2650810 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2651274.250000 Penalty: 3479.779053
	Iteration 2Q: 3 clusters Score -2651274 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2651831.500000 Penalty: 3479.779053
	Iteration 3Q: 3 clusters Score -2651832 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -2652629.000000 Penalty: 3479.779053
	Iteration 4Q: 3 clusters Score -2652629 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -2653869.000000 Penalty: 3479.779053
	Iteration 5F: 3 clusters Score -2653869 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -2655646.750000 Penalty: 3479.779053
	Iteration 6F: 3 clusters Score -2655647 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -2658085.250000 Penalty: 3479.779053
	Iteration 7F: 3 clusters Score -2658085 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -2660692.000000 Penalty: 3479.779053
	Iteration 8F: 3 clusters Score -2660692 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -2662960.250000 Penalty: 3479.779053
	Iteration 9F: 3 clusters Score -2662960 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -2664792.250000 Penalty: 3479.779053
	Iteration 10Q: 3 clusters Score -2664792 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -2666118.750000 Penalty: 3479.779053
	Iteration 11Q: 3 clusters Score -2666119 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -2666920.500000 Penalty: 3479.779053
	Iteration 12Q: 3 clusters Score -2666920 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -2667310.000000 Penalty: 3479.779053
	Iteration 13Q: 3 clusters Score -2667310 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -2667473.500000 Penalty: 3479.779053
	Iteration 14Q: 3 clusters Score -2667474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -2667556.000000 Penalty: 3479.779053
	Iteration 15Q: 3 clusters Score -2667556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -2667623.500000 Penalty: 3479.779053
	Iteration 16Q: 3 clusters Score -2667624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -2667648.750000 Penalty: 3479.779053
	Iteration 17Q: 3 clusters Score -2667649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -2667675.750000 Penalty: 3479.779053
	Iteration 18Q: 3 clusters Score -2667676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -2667685.500000 Penalty: 3479.779053
	Iteration 19Q: 3 clusters Score -2667686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -2667693.250000 Penalty: 3479.779053
	Iteration 20F: 3 clusters Score -2667693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -2667703.500000 Penalty: 3479.779053
	Iteration 21Q: 3 clusters Score -2667704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -2667708.000000 Penalty: 3479.779053
	Iteration 22Q: 3 clusters Score -2667708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -2667712.250000 Penalty: 3479.779053
	Iteration 23Q: 3 clusters Score -2667712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -2667711.000000 Penalty: 3479.779053
	Iteration 24Q: 3 clusters Score -2667711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -2667711.000000 Penalty: 3479.779053
	Iteration 25F: 3 clusters Score -2667711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -93020.351562 Penalty: 1220.266968
	Iteration 0F: 2 clusters Score -93020.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -91035.007812 Penalty: 2440.533936
	Iteration 0F: 3 clusters Score -91035.01 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -91517.546875 Penalty: 2440.533936
	Iteration 1F: 3 clusters Score -91517.55 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -91673.710938 Penalty: 2440.533936
	Iteration 2F: 3 clusters Score -91673.71 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -91779.125000 Penalty: 2440.533936
	Iteration 3F: 3 clusters Score -91779.12 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -91899.703125 Penalty: 2440.533936
	Iteration 4F: 3 clusters Score -91899.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -92003.140625 Penalty: 2440.533936
	Iteration 5Q: 3 clusters Score -92003.14 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -92082.460938 Penalty: 2440.533936
	Iteration 6Q: 3 clusters Score -92082.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -92143.914062 Penalty: 2440.533936
	Iteration 7Q: 3 clusters Score -92143.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -92202.765625 Penalty: 2440.533936
	Iteration 8Q: 3 clusters Score -92202.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -92279.148438 Penalty: 2440.533936
	Iteration 9Q: 3 clusters Score -92279.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -92353.007812 Penalty: 2440.533936
	Iteration 10Q: 3 clusters Score -92353.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -92417.835938 Penalty: 2440.533936
	Iteration 11Q: 3 clusters Score -92417.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -92493.773438 Penalty: 2440.533936
	Iteration 12Q: 3 clusters Score -92493.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -92565.335938 Penalty: 2440.533936
	Iteration 13Q: 3 clusters Score -92565.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -92633.101562 Penalty: 2440.533936
	Iteration 14Q: 3 clusters Score -92633.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -92688.062500 Penalty: 2440.533936
	Iteration 15Q: 3 clusters Score -92688.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -92735.015625 Penalty: 2440.533936
	Iteration 16Q: 3 clusters Score -92735.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -92775.335938 Penalty: 2440.533936
	Iteration 17Q: 3 clusters Score -92775.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -92807.992188 Penalty: 2440.533936
	Iteration 18Q: 3 clusters Score -92807.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -92821.085938 Penalty: 2440.533936
	Iteration 19Q: 3 clusters Score -92821.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -92834.640625 Penalty: 2440.533936
	Iteration 20F: 3 clusters Score -92834.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -92836.632812 Penalty: 2440.533936
	Iteration 21Q: 3 clusters Score -92836.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -92836.632812 Penalty: 2440.533936
	Iteration 22F: 3 clusters Score -92836.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Entering Unmasked Estep 
Score: -744347.812500 Penalty: 1547.955688
	Iteration 0F: 2 clusters Score -744347.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -734751.312500 Penalty: 3095.911377
	Iteration 0F: 3 clusters Score -734751.3 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -738260.375000 Penalty: 3095.911377
	Iteration 1F: 3 clusters Score -738260.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -738724.500000 Penalty: 3095.911377
	Iteration 2F: 3 clusters Score -738724.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -739190.875000 Penalty: 3095.911377
	Iteration 3F: 3 clusters Score -739190.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -739730.375000 Penalty: 3095.911377
	Iteration 4F: 3 clusters Score -739730.4 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -740275.062500 Penalty: 3095.911377
	Iteration 5F: 3 clusters Score -740275.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -740755.000000 Penalty: 3095.911377
	Iteration 6F: 3 clusters Score -740755 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -741172.000000 Penalty: 3095.911377
	Iteration 7F: 3 clusters Score -741172 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -741552.062500 Penalty: 3095.911377
	Iteration 8Q: 3 clusters Score -741552.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -741792.750000 Penalty: 3095.911377
	Iteration 9Q: 3 clusters Score -741792.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -741947.625000 Penalty: 3095.911377
	Iteration 10Q: 3 clusters Score -741947.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -742032.562500 Penalty: 3095.911377
	Iteration 11Q: 3 clusters Score -742032.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -742093.625000 Penalty: 3095.911377
	Iteration 12Q: 3 clusters Score -742093.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -742140.562500 Penalty: 3095.911377
	Iteration 13Q: 3 clusters Score -742140.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -742189.750000 Penalty: 3095.911377
	Iteration 14Q: 3 clusters Score -742189.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -742238.375000 Penalty: 3095.911377
	Iteration 15Q: 3 clusters Score -742238.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -742282.187500 Penalty: 3095.911377
	Iteration 16Q: 3 clusters Score -742282.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -742329.187500 Penalty: 3095.911377
	Iteration 17Q: 3 clusters Score -742329.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -742364.687500 Penalty: 3095.911377
	Iteration 18Q: 3 clusters Score -742364.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -742391.500000 Penalty: 3095.911377
	Iteration 19Q: 3 clusters Score -742391.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -742414.312500 Penalty: 3095.911377
	Iteration 20F: 3 clusters Score -742414.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -742441.625000 Penalty: 3095.911377
	Iteration 21Q: 3 clusters Score -742441.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -742477.000000 Penalty: 3095.911377
	Iteration 22Q: 3 clusters Score -742477 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -742510.312500 Penalty: 3095.911377
	Iteration 23Q: 3 clusters Score -742510.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -742546.625000 Penalty: 3095.911377
	Iteration 24Q: 3 clusters Score -742546.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -742581.187500 Penalty: 3095.911377
	Iteration 25Q: 3 clusters Score -742581.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -742628.875000 Penalty: 3095.911377
	Iteration 26Q: 3 clusters Score -742628.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -742687.250000 Penalty: 3095.911377
	Iteration 27Q: 3 clusters Score -742687.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -742767.312500 Penalty: 3095.911377
	Iteration 28Q: 3 clusters Score -742767.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -742871.812500 Penalty: 3095.911377
	Iteration 29Q: 3 clusters Score -742871.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -743008.062500 Penalty: 3095.911377
	Iteration 30Q: 3 clusters Score -743008.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -743145.500000 Penalty: 3095.911377
	Iteration 31Q: 3 clusters Score -743145.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -743251.812500 Penalty: 3095.911377
	Iteration 32Q: 3 clusters Score -743251.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -743333.687500 Penalty: 3095.911377
	Iteration 33Q: 3 clusters Score -743333.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -743390.375000 Penalty: 3095.911377
	Iteration 34Q: 3 clusters Score -743390.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -743429.875000 Penalty: 3095.911377
	Iteration 35Q: 3 clusters Score -743429.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -743468.062500 Penalty: 3095.911377
	Iteration 36Q: 3 clusters Score -743468.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -743485.875000 Penalty: 3095.911377
	Iteration 37Q: 3 clusters Score -743485.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -743498.750000 Penalty: 3095.911377
	Iteration 38Q: 3 clusters Score -743498.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -743511.437500 Penalty: 3095.911377
	Iteration 39Q: 3 clusters Score -743511.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -743525.875000 Penalty: 3095.911377
	Iteration 40F: 3 clusters Score -743525.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -743533.312500 Penalty: 3095.911377
	Iteration 41Q: 3 clusters Score -743533.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -743536.937500 Penalty: 3095.911377
	Iteration 42Q: 3 clusters Score -743536.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -743545.062500 Penalty: 3095.911377
	Iteration 43Q: 3 clusters Score -743545.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -743549.125000 Penalty: 3095.911377
	Iteration 44Q: 3 clusters Score -743549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -743551.312500 Penalty: 3095.911377
	Iteration 45Q: 3 clusters Score -743551.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -743552.812500 Penalty: 3095.911377
	Iteration 46Q: 3 clusters Score -743552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -743553.437500 Penalty: 3095.911377
	Iteration 47Q: 3 clusters Score -743553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -743555.625000 Penalty: 3095.911377
	Iteration 48Q: 3 clusters Score -743555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -743555.562500 Penalty: 3095.911377
	Iteration 49Q: 3 clusters Score -743555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -743555.500000 Penalty: 3095.911377
	Iteration 50Q: 3 clusters Score -743555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -743555.187500 Penalty: 3095.911377
	Iteration 51Q: 3 clusters Score -743555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -743555.187500 Penalty: 3095.911377
	Iteration 52F: 3 clusters Score -743555.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Entering Unmasked Estep 
Score: -550970.187500 Penalty: 1494.075928
	Iteration 0F: 2 clusters Score -550970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -543924.062500 Penalty: 2988.151855
	Iteration 0F: 3 clusters Score -543924.1 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -546588.750000 Penalty: 2988.151855
	Iteration 1F: 3 clusters Score -546588.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -547060.375000 Penalty: 2988.151855
	Iteration 2F: 3 clusters Score -547060.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -547404.812500 Penalty: 2988.151855
	Iteration 3F: 3 clusters Score -547404.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -547701.062500 Penalty: 2988.151855
	Iteration 4F: 3 clusters Score -547701.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -547994.812500 Penalty: 2988.151855
	Iteration 5Q: 3 clusters Score -547994.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -548261.812500 Penalty: 2988.151855
	Iteration 6Q: 3 clusters Score -548261.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -548480.750000 Penalty: 2988.151855
	Iteration 7Q: 3 clusters Score -548480.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -548643.875000 Penalty: 2988.151855
	Iteration 8Q: 3 clusters Score -548643.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -548788.812500 Penalty: 2988.151855
	Iteration 9Q: 3 clusters Score -548788.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -548936.187500 Penalty: 2988.151855
	Iteration 10Q: 3 clusters Score -548936.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -549053.000000 Penalty: 2988.151855
	Iteration 11Q: 3 clusters Score -549053 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -549128.812500 Penalty: 2988.151855
	Iteration 12Q: 3 clusters Score -549128.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -549200.500000 Penalty: 2988.151855
	Iteration 13Q: 3 clusters Score -549200.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -549260.000000 Penalty: 2988.151855
	Iteration 14Q: 3 clusters Score -549260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -549298.625000 Penalty: 2988.151855
	Iteration 15Q: 3 clusters Score -549298.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -549338.375000 Penalty: 2988.151855
	Iteration 16Q: 3 clusters Score -549338.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -549364.312500 Penalty: 2988.151855
	Iteration 17Q: 3 clusters Score -549364.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -549379.375000 Penalty: 2988.151855
	Iteration 18Q: 3 clusters Score -549379.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -549391.375000 Penalty: 2988.151855
	Iteration 19Q: 3 clusters Score -549391.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -549403.375000 Penalty: 2988.151855
	Iteration 20F: 3 clusters Score -549403.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -549416.062500 Penalty: 2988.151855
	Iteration 21Q: 3 clusters Score -549416.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -549426.125000 Penalty: 2988.151855
	Iteration 22Q: 3 clusters Score -549426.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -549434.500000 Penalty: 2988.151855
	Iteration 23Q: 3 clusters Score -549434.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -549445.625000 Penalty: 2988.151855
	Iteration 24Q: 3 clusters Score -549445.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -549456.812500 Penalty: 2988.151855
	Iteration 25Q: 3 clusters Score -549456.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -549467.500000 Penalty: 2988.151855
	Iteration 26Q: 3 clusters Score -549467.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -549479.000000 Penalty: 2988.151855
	Iteration 27Q: 3 clusters Score -549479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -549487.875000 Penalty: 2988.151855
	Iteration 28Q: 3 clusters Score -549487.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -549495.812500 Penalty: 2988.151855
	Iteration 29Q: 3 clusters Score -549495.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -549503.625000 Penalty: 2988.151855
	Iteration 30Q: 3 clusters Score -549503.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -549509.437500 Penalty: 2988.151855
	Iteration 31Q: 3 clusters Score -549509.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -549518.875000 Penalty: 2988.151855
	Iteration 32Q: 3 clusters Score -549518.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -549521.812500 Penalty: 2988.151855
	Iteration 33Q: 3 clusters Score -549521.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -549524.500000 Penalty: 2988.151855
	Iteration 34Q: 3 clusters Score -549524.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -549530.000000 Penalty: 2988.151855
	Iteration 35Q: 3 clusters Score -549530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -549532.937500 Penalty: 2988.151855
	Iteration 36Q: 3 clusters Score -549532.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -549535.062500 Penalty: 2988.151855
	Iteration 37Q: 3 clusters Score -549535.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -549538.625000 Penalty: 2988.151855
	Iteration 38Q: 3 clusters Score -549538.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -549543.000000 Penalty: 2988.151855
	Iteration 39Q: 3 clusters Score -549543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -549547.000000 Penalty: 2988.151855
	Iteration 40F: 3 clusters Score -549547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -549552.562500 Penalty: 2988.151855
	Iteration 41Q: 3 clusters Score -549552.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -549556.500000 Penalty: 2988.151855
	Iteration 42Q: 3 clusters Score -549556.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -549564.062500 Penalty: 2988.151855
	Iteration 43Q: 3 clusters Score -549564.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -549565.000000 Penalty: 2988.151855
	Iteration 44Q: 3 clusters Score -549565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -549569.937500 Penalty: 2988.151855
	Iteration 45Q: 3 clusters Score -549569.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -549571.500000 Penalty: 2988.151855
	Iteration 46Q: 3 clusters Score -549571.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -549572.500000 Penalty: 2988.151855
	Iteration 47Q: 3 clusters Score -549572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -549572.187500 Penalty: 2988.151855
	Iteration 48Q: 3 clusters Score -549572.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -549575.812500 Penalty: 2988.151855
	Iteration 49Q: 3 clusters Score -549575.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -549577.187500 Penalty: 2988.151855
	Iteration 50Q: 3 clusters Score -549577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -549578.187500 Penalty: 2988.151855
	Iteration 51Q: 3 clusters Score -549578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -549577.437500 Penalty: 2988.151855
	Iteration 52Q: 3 clusters Score -549577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -549576.750000 Penalty: 2988.151855
	Iteration 53Q: 3 clusters Score -549576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -549577.750000 Penalty: 2988.151855
	Iteration 54Q: 3 clusters Score -549577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -549579.250000 Penalty: 2988.151855
	Iteration 55Q: 3 clusters Score -549579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -549580.500000 Penalty: 2988.151855
	Iteration 56Q: 3 clusters Score -549580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -549580.437500 Penalty: 2988.151855
	Iteration 57Q: 3 clusters Score -549580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -549581.562500 Penalty: 2988.151855
	Iteration 58Q: 3 clusters Score -549581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -549581.562500 Penalty: 2988.151855
	Iteration 59F: 3 clusters Score -549581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Entering Unmasked Estep 
Score: -364227.781250 Penalty: 1436.052490
	Iteration 0F: 2 clusters Score -364227.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -358992.250000 Penalty: 2872.104980
	Iteration 0F: 3 clusters Score -358992.2 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -360633.937500 Penalty: 2872.104980
	Iteration 1F: 3 clusters Score -360633.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -361054.218750 Penalty: 2872.104980
	Iteration 2F: 3 clusters Score -361054.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -361439.156250 Penalty: 2872.104980
	Iteration 3F: 3 clusters Score -361439.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -361809.562500 Penalty: 2872.104980
	Iteration 4F: 3 clusters Score -361809.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -362150.531250 Penalty: 2872.104980
	Iteration 5F: 3 clusters Score -362150.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -362460.687500 Penalty: 2872.104980
	Iteration 6F: 3 clusters Score -362460.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -362717.156250 Penalty: 2872.104980
	Iteration 7Q: 3 clusters Score -362717.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -362931.937500 Penalty: 2872.104980
	Iteration 8Q: 3 clusters Score -362931.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -363091.843750 Penalty: 2872.104980
	Iteration 9Q: 3 clusters Score -363091.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -363185.468750 Penalty: 2872.104980
	Iteration 10Q: 3 clusters Score -363185.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -363250.781250 Penalty: 2872.104980
	Iteration 11Q: 3 clusters Score -363250.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -363293.812500 Penalty: 2872.104980
	Iteration 12Q: 3 clusters Score -363293.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -363333.687500 Penalty: 2872.104980
	Iteration 13Q: 3 clusters Score -363333.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -363360.562500 Penalty: 2872.104980
	Iteration 14Q: 3 clusters Score -363360.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -363383.468750 Penalty: 2872.104980
	Iteration 15Q: 3 clusters Score -363383.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -363402.093750 Penalty: 2872.104980
	Iteration 16Q: 3 clusters Score -363402.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -363416.468750 Penalty: 2872.104980
	Iteration 17Q: 3 clusters Score -363416.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -363432.218750 Penalty: 2872.104980
	Iteration 18Q: 3 clusters Score -363432.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -363442.843750 Penalty: 2872.104980
	Iteration 19Q: 3 clusters Score -363442.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -363452.062500 Penalty: 2872.104980
	Iteration 20F: 3 clusters Score -363452.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -363459.687500 Penalty: 2872.104980
	Iteration 21Q: 3 clusters Score -363459.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -363465.812500 Penalty: 2872.104980
	Iteration 22Q: 3 clusters Score -363465.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -363471.937500 Penalty: 2872.104980
	Iteration 23Q: 3 clusters Score -363471.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -363477.781250 Penalty: 2872.104980
	Iteration 24Q: 3 clusters Score -363477.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -363482.718750 Penalty: 2872.104980
	Iteration 25Q: 3 clusters Score -363482.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -363488.218750 Penalty: 2872.104980
	Iteration 26Q: 3 clusters Score -363488.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -363492.468750 Penalty: 2872.104980
	Iteration 27Q: 3 clusters Score -363492.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -363495.687500 Penalty: 2872.104980
	Iteration 28Q: 3 clusters Score -363495.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -363498.031250 Penalty: 2872.104980
	Iteration 29Q: 3 clusters Score -363498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -363498.531250 Penalty: 2872.104980
	Iteration 30Q: 3 clusters Score -363498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -363498.718750 Penalty: 2872.104980
	Iteration 31Q: 3 clusters Score -363498.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -363498.500000 Penalty: 2872.104980
	Iteration 32Q: 3 clusters Score -363498.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -363500.343750 Penalty: 2872.104980
	Iteration 33Q: 3 clusters Score -363500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -363500.281250 Penalty: 2872.104980
	Iteration 34Q: 3 clusters Score -363500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -363499.718750 Penalty: 2872.104980
	Iteration 35Q: 3 clusters Score -363499.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -363500.250000 Penalty: 2872.104980
	Iteration 36Q: 3 clusters Score -363500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -363501.375000 Penalty: 2872.104980
	Iteration 37Q: 3 clusters Score -363501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -363501.875000 Penalty: 2872.104980
	Iteration 38Q: 3 clusters Score -363501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -363502.500000 Penalty: 2872.104980
	Iteration 39Q: 3 clusters Score -363502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -363502.500000 Penalty: 2872.104980
	Iteration 40F: 3 clusters Score -363502.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -231144.046875 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -231144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -227875.421875 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -227875.4 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -228680.500000 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -228680.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -228849.296875 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -228849.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -229006.281250 Penalty: 2692.053467
	Iteration 3F: 3 clusters Score -229006.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -229132.796875 Penalty: 2692.053467
	Iteration 4Q: 3 clusters Score -229132.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -229269.562500 Penalty: 2692.053467
	Iteration 5Q: 3 clusters Score -229269.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -229408.250000 Penalty: 2692.053467
	Iteration 6Q: 3 clusters Score -229408.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -229552.671875 Penalty: 2692.053467
	Iteration 7Q: 3 clusters Score -229552.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -229692.890625 Penalty: 2692.053467
	Iteration 8Q: 3 clusters Score -229692.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -229813.468750 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -229813.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -229915.593750 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -229915.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -230018.218750 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -230018.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -230114.984375 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -230115 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -230167.500000 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -230167.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -230192.609375 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -230192.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -230204.703125 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -230204.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -230211.921875 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -230211.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -230217.093750 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -230217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -230219.484375 Penalty: 2692.053467
	Iteration 18Q: 3 clusters Score -230219.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -230221.906250 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -230221.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -230223.125000 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -230223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -230224.500000 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -230224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -230225.718750 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -230225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -230227.718750 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -230227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -230228.390625 Penalty: 2692.053467
	Iteration 24Q: 3 clusters Score -230228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -230228.203125 Penalty: 2692.053467
	Iteration 25Q: 3 clusters Score -230228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -230229.296875 Penalty: 2692.053467
	Iteration 26Q: 3 clusters Score -230229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -230229.656250 Penalty: 2692.053467
	Iteration 27Q: 3 clusters Score -230229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -230230.687500 Penalty: 2692.053467
	Iteration 28Q: 3 clusters Score -230230.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -230231.390625 Penalty: 2692.053467
	Iteration 29Q: 3 clusters Score -230231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -230231.812500 Penalty: 2692.053467
	Iteration 30Q: 3 clusters Score -230231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -230232.718750 Penalty: 2692.053467
	Iteration 31Q: 3 clusters Score -230232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -230233.250000 Penalty: 2692.053467
	Iteration 32Q: 3 clusters Score -230233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -230232.906250 Penalty: 2692.053467
	Iteration 33Q: 3 clusters Score -230232.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -230232.906250 Penalty: 2692.053467
	Iteration 34F: 3 clusters Score -230232.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Entering Unmasked Estep 
Score: -367530.531250 Penalty: 1435.010742
	Iteration 0F: 2 clusters Score -367530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -362366.000000 Penalty: 2870.021484
	Iteration 0F: 3 clusters Score -362366 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -363996.781250 Penalty: 2870.021484
	Iteration 1F: 3 clusters Score -363996.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -364364.156250 Penalty: 2870.021484
	Iteration 2F: 3 clusters Score -364364.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -364792.906250 Penalty: 2870.021484
	Iteration 3F: 3 clusters Score -364792.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -365293.218750 Penalty: 2870.021484
	Iteration 4F: 3 clusters Score -365293.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -365738.250000 Penalty: 2870.021484
	Iteration 5F: 3 clusters Score -365738.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -366012.031250 Penalty: 2870.021484
	Iteration 6F: 3 clusters Score -366012 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -366175.062500 Penalty: 2870.021484
	Iteration 7Q: 3 clusters Score -366175.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -366277.750000 Penalty: 2870.021484
	Iteration 8Q: 3 clusters Score -366277.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -366352.625000 Penalty: 2870.021484
	Iteration 9Q: 3 clusters Score -366352.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -366405.750000 Penalty: 2870.021484
	Iteration 10Q: 3 clusters Score -366405.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -366450.718750 Penalty: 2870.021484
	Iteration 11Q: 3 clusters Score -366450.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -366476.093750 Penalty: 2870.021484
	Iteration 12Q: 3 clusters Score -366476.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -366499.562500 Penalty: 2870.021484
	Iteration 13Q: 3 clusters Score -366499.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -366518.593750 Penalty: 2870.021484
	Iteration 14Q: 3 clusters Score -366518.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -366526.781250 Penalty: 2870.021484
	Iteration 15Q: 3 clusters Score -366526.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -366542.062500 Penalty: 2870.021484
	Iteration 16Q: 3 clusters Score -366542.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -366555.781250 Penalty: 2870.021484
	Iteration 17Q: 3 clusters Score -366555.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -366565.531250 Penalty: 2870.021484
	Iteration 18Q: 3 clusters Score -366565.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -366574.218750 Penalty: 2870.021484
	Iteration 19Q: 3 clusters Score -366574.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -366580.406250 Penalty: 2870.021484
	Iteration 20F: 3 clusters Score -366580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -366583.343750 Penalty: 2870.021484
	Iteration 21Q: 3 clusters Score -366583.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -366587.250000 Penalty: 2870.021484
	Iteration 22Q: 3 clusters Score -366587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -366588.281250 Penalty: 2870.021484
	Iteration 23Q: 3 clusters Score -366588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -366588.843750 Penalty: 2870.021484
	Iteration 24Q: 3 clusters Score -366588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -366588.843750 Penalty: 2870.021484
	Iteration 25F: 3 clusters Score -366588.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Entering Unmasked Estep 
Score: -265103.718750 Penalty: 1396.037720
	Iteration 0F: 2 clusters Score -265103.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -260960.390625 Penalty: 2792.075439
	Iteration 0F: 3 clusters Score -260960.4 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -262369.500000 Penalty: 2792.075439
	Iteration 1F: 3 clusters Score -262369.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -262825.562500 Penalty: 2792.075439
	Iteration 2F: 3 clusters Score -262825.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -263144.687500 Penalty: 2792.075439
	Iteration 3F: 3 clusters Score -263144.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -263390.000000 Penalty: 2792.075439
	Iteration 4F: 3 clusters Score -263390 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -263544.031250 Penalty: 2792.075439
	Iteration 5Q: 3 clusters Score -263544 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -263671.312500 Penalty: 2792.075439
	Iteration 6Q: 3 clusters Score -263671.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -263764.343750 Penalty: 2792.075439
	Iteration 7Q: 3 clusters Score -263764.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -263820.593750 Penalty: 2792.075439
	Iteration 8Q: 3 clusters Score -263820.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -263863.718750 Penalty: 2792.075439
	Iteration 9Q: 3 clusters Score -263863.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -263905.718750 Penalty: 2792.075439
	Iteration 10Q: 3 clusters Score -263905.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -263941.906250 Penalty: 2792.075439
	Iteration 11Q: 3 clusters Score -263941.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -263967.656250 Penalty: 2792.075439
	Iteration 12Q: 3 clusters Score -263967.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -263999.781250 Penalty: 2792.075439
	Iteration 13Q: 3 clusters Score -263999.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -264034.468750 Penalty: 2792.075439
	Iteration 14Q: 3 clusters Score -264034.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -264069.843750 Penalty: 2792.075439
	Iteration 15Q: 3 clusters Score -264069.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -264112.187500 Penalty: 2792.075439
	Iteration 16Q: 3 clusters Score -264112.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -264159.218750 Penalty: 2792.075439
	Iteration 17Q: 3 clusters Score -264159.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -264195.687500 Penalty: 2792.075439
	Iteration 18Q: 3 clusters Score -264195.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -264225.781250 Penalty: 2792.075439
	Iteration 19Q: 3 clusters Score -264225.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -264257.593750 Penalty: 2792.075439
	Iteration 20F: 3 clusters Score -264257.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -264296.937500 Penalty: 2792.075439
	Iteration 21Q: 3 clusters Score -264296.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -264337.718750 Penalty: 2792.075439
	Iteration 22Q: 3 clusters Score -264337.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -264388.812500 Penalty: 2792.075439
	Iteration 23Q: 3 clusters Score -264388.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -264434.187500 Penalty: 2792.075439
	Iteration 24Q: 3 clusters Score -264434.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -264482.375000 Penalty: 2792.075439
	Iteration 25Q: 3 clusters Score -264482.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -264517.406250 Penalty: 2792.075439
	Iteration 26Q: 3 clusters Score -264517.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -264551.375000 Penalty: 2792.075439
	Iteration 27Q: 3 clusters Score -264551.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -264571.687500 Penalty: 2792.075439
	Iteration 28Q: 3 clusters Score -264571.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -264594.312500 Penalty: 2792.075439
	Iteration 29Q: 3 clusters Score -264594.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -264620.593750 Penalty: 2792.075439
	Iteration 30Q: 3 clusters Score -264620.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -264643.031250 Penalty: 2792.075439
	Iteration 31Q: 3 clusters Score -264643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -264669.218750 Penalty: 2792.075439
	Iteration 32Q: 3 clusters Score -264669.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -264692.562500 Penalty: 2792.075439
	Iteration 33Q: 3 clusters Score -264692.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -264711.093750 Penalty: 2792.075439
	Iteration 34Q: 3 clusters Score -264711.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -264723.437500 Penalty: 2792.075439
	Iteration 35Q: 3 clusters Score -264723.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -264732.875000 Penalty: 2792.075439
	Iteration 36Q: 3 clusters Score -264732.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -264738.062500 Penalty: 2792.075439
	Iteration 37Q: 3 clusters Score -264738.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -264742.437500 Penalty: 2792.075439
	Iteration 38Q: 3 clusters Score -264742.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -264749.218750 Penalty: 2792.075439
	Iteration 39Q: 3 clusters Score -264749.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -264755.968750 Penalty: 2792.075439
	Iteration 40F: 3 clusters Score -264756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -264763.156250 Penalty: 2792.075439
	Iteration 41Q: 3 clusters Score -264763.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -264772.812500 Penalty: 2792.075439
	Iteration 42Q: 3 clusters Score -264772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -264780.312500 Penalty: 2792.075439
	Iteration 43Q: 3 clusters Score -264780.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -264787.593750 Penalty: 2792.075439
	Iteration 44Q: 3 clusters Score -264787.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -264795.218750 Penalty: 2792.075439
	Iteration 45Q: 3 clusters Score -264795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -264799.281250 Penalty: 2792.075439
	Iteration 46Q: 3 clusters Score -264799.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -264800.343750 Penalty: 2792.075439
	Iteration 47Q: 3 clusters Score -264800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -264800.625000 Penalty: 2792.075439
	Iteration 48Q: 3 clusters Score -264800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -264801.343750 Penalty: 2792.075439
	Iteration 49Q: 3 clusters Score -264801.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -264802.437500 Penalty: 2792.075439
	Iteration 50Q: 3 clusters Score -264802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -264804.343750 Penalty: 2792.075439
	Iteration 51Q: 3 clusters Score -264804.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -264806.156250 Penalty: 2792.075439
	Iteration 52Q: 3 clusters Score -264806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -264807.281250 Penalty: 2792.075439
	Iteration 53Q: 3 clusters Score -264807.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -264808.593750 Penalty: 2792.075439
	Iteration 54Q: 3 clusters Score -264808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -264814.562500 Penalty: 2792.075439
	Iteration 55Q: 3 clusters Score -264814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -264823.750000 Penalty: 2792.075439
	Iteration 56Q: 3 clusters Score -264823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -264827.906250 Penalty: 2792.075439
	Iteration 57Q: 3 clusters Score -264827.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -264831.218750 Penalty: 2792.075439
	Iteration 58Q: 3 clusters Score -264831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -264834.625000 Penalty: 2792.075439
	Iteration 59Q: 3 clusters Score -264834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -264835.562500 Penalty: 2792.075439
	Iteration 60F: 3 clusters Score -264835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -264837.062500 Penalty: 2792.075439
	Iteration 61Q: 3 clusters Score -264837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -264840.062500 Penalty: 2792.075439
	Iteration 62Q: 3 clusters Score -264840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -264845.562500 Penalty: 2792.075439
	Iteration 63Q: 3 clusters Score -264845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -264847.687500 Penalty: 2792.075439
	Iteration 64Q: 3 clusters Score -264847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -264848.343750 Penalty: 2792.075439
	Iteration 65Q: 3 clusters Score -264848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -264849.031250 Penalty: 2792.075439
	Iteration 66Q: 3 clusters Score -264849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -264849.031250 Penalty: 2792.075439
	Iteration 67F: 3 clusters Score -264849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -57287.027344 Penalty: 1121.532349
	Iteration 0F: 2 clusters Score -57287.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -55823.871094 Penalty: 2243.064697
	Iteration 0F: 3 clusters Score -55823.87 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -56053.949219 Penalty: 2243.064697
	Iteration 1F: 3 clusters Score -56053.95 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -56127.976562 Penalty: 2243.064697
	Iteration 2F: 3 clusters Score -56127.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -56172.328125 Penalty: 2243.064697
	Iteration 3Q: 3 clusters Score -56172.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -56195.906250 Penalty: 2243.064697
	Iteration 4Q: 3 clusters Score -56195.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -56210.265625 Penalty: 2243.064697
	Iteration 5Q: 3 clusters Score -56210.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -56218.769531 Penalty: 2243.064697
	Iteration 6Q: 3 clusters Score -56218.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -56225.574219 Penalty: 2243.064697
	Iteration 7Q: 3 clusters Score -56225.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -56230.437500 Penalty: 2243.064697
	Iteration 8Q: 3 clusters Score -56230.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -56234.195312 Penalty: 2243.064697
	Iteration 9Q: 3 clusters Score -56234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -56236.589844 Penalty: 2243.064697
	Iteration 10Q: 3 clusters Score -56236.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -56239.082031 Penalty: 2243.064697
	Iteration 11Q: 3 clusters Score -56239.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -56241.863281 Penalty: 2243.064697
	Iteration 12Q: 3 clusters Score -56241.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56246.917969 Penalty: 2243.064697
	Iteration 13Q: 3 clusters Score -56246.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56255.660156 Penalty: 2243.064697
	Iteration 14Q: 3 clusters Score -56255.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -56259.101562 Penalty: 2243.064697
	Iteration 15Q: 3 clusters Score -56259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -56259.816406 Penalty: 2243.064697
	Iteration 16Q: 3 clusters Score -56259.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -56260.339844 Penalty: 2243.064697
	Iteration 17Q: 3 clusters Score -56260.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56261.093750 Penalty: 2243.064697
	Iteration 18Q: 3 clusters Score -56261.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56261.093750 Penalty: 2243.064697
	Iteration 19F: 3 clusters Score -56261.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Entering Unmasked Estep 
Score: -385616.281250 Penalty: 1433.507568
	Iteration 0F: 2 clusters Score -385616.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -380526.281250 Penalty: 2867.015137
	Iteration 0F: 3 clusters Score -380526.3 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -382109.531250 Penalty: 2867.015137
	Iteration 1F: 3 clusters Score -382109.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -382348.281250 Penalty: 2867.015137
	Iteration 2F: 3 clusters Score -382348.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -382558.250000 Penalty: 2867.015137
	Iteration 3F: 3 clusters Score -382558.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -382776.468750 Penalty: 2867.015137
	Iteration 4Q: 3 clusters Score -382776.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -383011.562500 Penalty: 2867.015137
	Iteration 5Q: 3 clusters Score -383011.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -383275.093750 Penalty: 2867.015137
	Iteration 6Q: 3 clusters Score -383275.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -383530.968750 Penalty: 2867.015137
	Iteration 7Q: 3 clusters Score -383531 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -383762.437500 Penalty: 2867.015137
	Iteration 8Q: 3 clusters Score -383762.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -383983.156250 Penalty: 2867.015137
	Iteration 9Q: 3 clusters Score -383983.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -384198.593750 Penalty: 2867.015137
	Iteration 10Q: 3 clusters Score -384198.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -384363.593750 Penalty: 2867.015137
	Iteration 11Q: 3 clusters Score -384363.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -384465.218750 Penalty: 2867.015137
	Iteration 12Q: 3 clusters Score -384465.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -384532.656250 Penalty: 2867.015137
	Iteration 13Q: 3 clusters Score -384532.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -384572.937500 Penalty: 2867.015137
	Iteration 14Q: 3 clusters Score -384572.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -384592.906250 Penalty: 2867.015137
	Iteration 15Q: 3 clusters Score -384592.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -384605.218750 Penalty: 2867.015137
	Iteration 16Q: 3 clusters Score -384605.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -384612.843750 Penalty: 2867.015137
	Iteration 17Q: 3 clusters Score -384612.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -384619.093750 Penalty: 2867.015137
	Iteration 18Q: 3 clusters Score -384619.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -384623.875000 Penalty: 2867.015137
	Iteration 19Q: 3 clusters Score -384623.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -384624.968750 Penalty: 2867.015137
	Iteration 20F: 3 clusters Score -384625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -384625.406250 Penalty: 2867.015137
	Iteration 21Q: 3 clusters Score -384625.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -384628.000000 Penalty: 2867.015137
	Iteration 22Q: 3 clusters Score -384628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -384627.875000 Penalty: 2867.015137
	Iteration 23Q: 3 clusters Score -384627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -384628.812500 Penalty: 2867.015137
	Iteration 24Q: 3 clusters Score -384628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -384628.968750 Penalty: 2867.015137
	Iteration 25Q: 3 clusters Score -384629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -384628.375000 Penalty: 2867.015137
	Iteration 26Q: 3 clusters Score -384628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -384629.218750 Penalty: 2867.015137
	Iteration 27Q: 3 clusters Score -384629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -384629.437500 Penalty: 2867.015137
	Iteration 28Q: 3 clusters Score -384629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -384631.000000 Penalty: 2867.015137
	Iteration 29Q: 3 clusters Score -384631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -384630.812500 Penalty: 2867.015137
	Iteration 30Q: 3 clusters Score -384630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -384630.937500 Penalty: 2867.015137
	Iteration 31Q: 3 clusters Score -384630.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -384630.875000 Penalty: 2867.015137
	Iteration 32Q: 3 clusters Score -384630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -384631.500000 Penalty: 2867.015137
	Iteration 33Q: 3 clusters Score -384631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -384632.375000 Penalty: 2867.015137
	Iteration 34Q: 3 clusters Score -384632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -384632.375000 Penalty: 2867.015137
	Iteration 35F: 3 clusters Score -384632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107449 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1771 members 
Mstep: Class 10 contains 46874 members 
Mstep: Class 11 contains 17207 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135508 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13710 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6842 members 
Mstep: Class 27 contains 5383 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129444.000000 Penalty: 62879.636719
Iteration 199Q: 30 clusters Score -3.412944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107449 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1771 members 
Mstep: Class 10 contains 46874 members 
Mstep: Class 11 contains 17204 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135508 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13711 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5384 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129428.000000 Penalty: 62879.636719
Iteration 200F: 30 clusters Score -3.412943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107448 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 46873 members 
Mstep: Class 11 contains 17203 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14960 members 
Mstep: Class 14 contains 40968 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13712 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5383 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129444.000000 Penalty: 62879.636719
Iteration 201Q: 30 clusters Score -3.412944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107447 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1774 members 
Mstep: Class 10 contains 46874 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 40968 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135506 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5377 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129440.000000 Penalty: 62879.636719
Iteration 202Q: 30 clusters Score -3.412944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107447 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41408 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 46875 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14960 members 
Mstep: Class 14 contains 40966 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5377 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129392.000000 Penalty: 62879.636719
Iteration 203Q: 30 clusters Score -3.412939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107447 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41408 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46875 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14960 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13712 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5381 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129408.000000 Penalty: 62879.636719
Iteration 204Q: 30 clusters Score -3.412941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107447 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41410 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46874 members 
Mstep: Class 11 contains 17199 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 40964 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13712 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5384 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129412.000000 Penalty: 62879.636719
Iteration 205Q: 30 clusters Score -3.412941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107447 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46874 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 40964 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135508 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13712 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5386 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129404.000000 Penalty: 62879.636719
Iteration 206Q: 30 clusters Score -3.41294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107447 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41408 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46875 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 40963 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13712 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5388 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129384.000000 Penalty: 62879.636719
Iteration 207Q: 30 clusters Score -3.412938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107446 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46876 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 40963 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13711 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5388 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129404.000000 Penalty: 62879.636719
Iteration 208Q: 30 clusters Score -3.41294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107446 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46876 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 40962 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13711 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5388 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129408.000000 Penalty: 62879.636719
Iteration 209Q: 30 clusters Score -3.412941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107446 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46876 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 40962 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13711 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5387 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129420.000000 Penalty: 62879.636719
Iteration 210Q: 30 clusters Score -3.412942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107444 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46879 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 40962 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13711 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5387 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129408.000000 Penalty: 62879.636719
Iteration 211Q: 30 clusters Score -3.412941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107443 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46880 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 40961 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135511 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13711 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5387 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129420.000000 Penalty: 62879.636719
Iteration 212Q: 30 clusters Score -3.412942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107439 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46884 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 40961 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135511 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13711 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5387 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129416.000000 Penalty: 62879.636719
Iteration 213Q: 30 clusters Score -3.412942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107433 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46891 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14957 members 
Mstep: Class 14 contains 40961 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135511 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13711 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5387 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129400.000000 Penalty: 62879.636719
Iteration 214Q: 30 clusters Score -3.41294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107431 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46896 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14956 members 
Mstep: Class 14 contains 40961 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13711 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5386 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129392.000000 Penalty: 62879.636719
Iteration 215Q: 30 clusters Score -3.412939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107427 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46900 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14955 members 
Mstep: Class 14 contains 40961 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44667 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13711 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5386 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129392.000000 Penalty: 62879.636719
Iteration 216Q: 30 clusters Score -3.412939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107422 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41410 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46904 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40961 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13712 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5386 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129412.000000 Penalty: 62879.636719
Iteration 217Q: 30 clusters Score -3.412941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107418 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46908 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40961 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5386 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129420.000000 Penalty: 62879.636719
Iteration 218Q: 30 clusters Score -3.412942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107412 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47456 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46913 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40962 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5386 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129444.000000 Penalty: 62879.636719
Iteration 219Q: 30 clusters Score -3.412944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107411 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 41410 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47456 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46917 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40962 members 
Mstep: Class 15 contains 15952 members 
Mstep: Class 16 contains 135508 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5386 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129452.000000 Penalty: 62879.636719
Iteration 220F: 30 clusters Score -3.412945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107409 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 41412 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47456 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46917 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14954 members 
Mstep: Class 14 contains 40963 members 
Mstep: Class 15 contains 15951 members 
Mstep: Class 16 contains 135507 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5386 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129456.000000 Penalty: 62879.636719
Iteration 221Q: 30 clusters Score -3.412946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107404 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 41413 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47456 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46918 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14954 members 
Mstep: Class 14 contains 40964 members 
Mstep: Class 15 contains 15951 members 
Mstep: Class 16 contains 135508 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5387 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129448.000000 Penalty: 62879.636719
Iteration 222Q: 30 clusters Score -3.412945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107401 members 
Mstep: Class 3 contains 4804 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 41413 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47457 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46920 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15950 members 
Mstep: Class 16 contains 135508 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5387 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129448.000000 Penalty: 62879.636719
Iteration 223Q: 30 clusters Score -3.412945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107400 members 
Mstep: Class 3 contains 4803 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46920 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14954 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15951 members 
Mstep: Class 16 contains 135508 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5388 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129424.000000 Penalty: 62879.636719
Iteration 224Q: 30 clusters Score -3.412942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107396 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47457 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46918 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14955 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15952 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5389 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129420.000000 Penalty: 62879.636719
Iteration 225Q: 30 clusters Score -3.412942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107396 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47458 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46916 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14955 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15952 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5389 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129420.000000 Penalty: 62879.636719
Iteration 226Q: 30 clusters Score -3.412942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107396 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47460 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46914 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14955 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15952 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5389 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129440.000000 Penalty: 62879.636719
Iteration 227Q: 30 clusters Score -3.412944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107396 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 41415 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46913 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14955 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15952 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5390 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129440.000000 Penalty: 62879.636719
Iteration 228Q: 30 clusters Score -3.412944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107395 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46911 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14954 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44669 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5389 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129412.000000 Penalty: 62879.636719
Iteration 229Q: 30 clusters Score -3.412941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107395 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46909 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14954 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135510 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44670 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5389 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129404.000000 Penalty: 62879.636719
Iteration 230Q: 30 clusters Score -3.41294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107395 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 46910 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14954 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44670 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5388 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129404.000000 Penalty: 62879.636719
Iteration 231Q: 30 clusters Score -3.41294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107395 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 46910 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44670 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5389 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129412.000000 Penalty: 62879.636719
Iteration 232Q: 30 clusters Score -3.412941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107395 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 46910 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44670 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5390 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129396.000000 Penalty: 62879.636719
Iteration 233Q: 30 clusters Score -3.41294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107395 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 46910 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 44670 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5391 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129400.000000 Penalty: 62879.636719
Iteration 234Q: 30 clusters Score -3.41294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107395 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 46910 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5191 members 
Mstep: Class 20 contains 44670 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5391 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129400.000000 Penalty: 62879.636719
Iteration 235Q: 30 clusters Score -3.41294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107395 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 46910 members 
Mstep: Class 11 contains 17189 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5192 members 
Mstep: Class 20 contains 44670 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5392 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129404.000000 Penalty: 62879.636719
Iteration 236Q: 30 clusters Score -3.41294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107395 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 46910 members 
Mstep: Class 11 contains 17189 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5192 members 
Mstep: Class 20 contains 44670 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5392 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129404.000000 Penalty: 62879.636719
Iteration 237F: 30 clusters Score -3.41294e+07 nChanged 0
Entering ConstructFrom: 
Score: -34129404.000000 Penalty: 62879.636719
Entering ConstructFrom: 
Trying to split cluster 1 (12669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Entering Unmasked Estep 
Score: -734092.750000 Penalty: 1535.123535
	Iteration 0F: 2 clusters Score -734092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -725248.312500 Penalty: 3070.247070
	Iteration 0F: 3 clusters Score -725248.3 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -728187.375000 Penalty: 3070.247070
	Iteration 1F: 3 clusters Score -728187.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -728416.625000 Penalty: 3070.247070
	Iteration 2F: 3 clusters Score -728416.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -728585.125000 Penalty: 3070.247070
	Iteration 3Q: 3 clusters Score -728585.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -728715.500000 Penalty: 3070.247070
	Iteration 4Q: 3 clusters Score -728715.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -728829.687500 Penalty: 3070.247070
	Iteration 5Q: 3 clusters Score -728829.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -728928.687500 Penalty: 3070.247070
	Iteration 6Q: 3 clusters Score -728928.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -729030.187500 Penalty: 3070.247070
	Iteration 7Q: 3 clusters Score -729030.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -729121.250000 Penalty: 3070.247070
	Iteration 8Q: 3 clusters Score -729121.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -729204.937500 Penalty: 3070.247070
	Iteration 9Q: 3 clusters Score -729204.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -729287.187500 Penalty: 3070.247070
	Iteration 10Q: 3 clusters Score -729287.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -729378.312500 Penalty: 3070.247070
	Iteration 11Q: 3 clusters Score -729378.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -729472.937500 Penalty: 3070.247070
	Iteration 12Q: 3 clusters Score -729472.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -729595.250000 Penalty: 3070.247070
	Iteration 13Q: 3 clusters Score -729595.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -729744.750000 Penalty: 3070.247070
	Iteration 14Q: 3 clusters Score -729744.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -729918.187500 Penalty: 3070.247070
	Iteration 15Q: 3 clusters Score -729918.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -730123.750000 Penalty: 3070.247070
	Iteration 16Q: 3 clusters Score -730123.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -730398.500000 Penalty: 3070.247070
	Iteration 17Q: 3 clusters Score -730398.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -730709.125000 Penalty: 3070.247070
	Iteration 18Q: 3 clusters Score -730709.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -731017.875000 Penalty: 3070.247070
	Iteration 19Q: 3 clusters Score -731017.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -731297.125000 Penalty: 3070.247070
	Iteration 20F: 3 clusters Score -731297.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -731490.125000 Penalty: 3070.247070
	Iteration 21Q: 3 clusters Score -731490.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -731589.937500 Penalty: 3070.247070
	Iteration 22Q: 3 clusters Score -731589.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -731679.312500 Penalty: 3070.247070
	Iteration 23Q: 3 clusters Score -731679.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -731750.000000 Penalty: 3070.247070
	Iteration 24Q: 3 clusters Score -731750 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -731800.937500 Penalty: 3070.247070
	Iteration 25Q: 3 clusters Score -731800.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -731852.062500 Penalty: 3070.247070
	Iteration 26Q: 3 clusters Score -731852.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -731894.062500 Penalty: 3070.247070
	Iteration 27Q: 3 clusters Score -731894.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -731933.250000 Penalty: 3070.247070
	Iteration 28Q: 3 clusters Score -731933.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -731969.812500 Penalty: 3070.247070
	Iteration 29Q: 3 clusters Score -731969.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -732001.625000 Penalty: 3070.247070
	Iteration 30Q: 3 clusters Score -732001.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -732034.437500 Penalty: 3070.247070
	Iteration 31Q: 3 clusters Score -732034.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -732073.562500 Penalty: 3070.247070
	Iteration 32Q: 3 clusters Score -732073.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -732104.875000 Penalty: 3070.247070
	Iteration 33Q: 3 clusters Score -732104.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -732133.062500 Penalty: 3070.247070
	Iteration 34Q: 3 clusters Score -732133.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -732156.750000 Penalty: 3070.247070
	Iteration 35Q: 3 clusters Score -732156.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -732179.187500 Penalty: 3070.247070
	Iteration 36Q: 3 clusters Score -732179.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -732195.812500 Penalty: 3070.247070
	Iteration 37Q: 3 clusters Score -732195.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -732208.875000 Penalty: 3070.247070
	Iteration 38Q: 3 clusters Score -732208.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -732225.687500 Penalty: 3070.247070
	Iteration 39Q: 3 clusters Score -732225.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -732237.562500 Penalty: 3070.247070
	Iteration 40F: 3 clusters Score -732237.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -732250.875000 Penalty: 3070.247070
	Iteration 41Q: 3 clusters Score -732250.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -732267.187500 Penalty: 3070.247070
	Iteration 42Q: 3 clusters Score -732267.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -732283.687500 Penalty: 3070.247070
	Iteration 43Q: 3 clusters Score -732283.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -732294.375000 Penalty: 3070.247070
	Iteration 44Q: 3 clusters Score -732294.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -732310.375000 Penalty: 3070.247070
	Iteration 45Q: 3 clusters Score -732310.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -732330.625000 Penalty: 3070.247070
	Iteration 46Q: 3 clusters Score -732330.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -732343.250000 Penalty: 3070.247070
	Iteration 47Q: 3 clusters Score -732343.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -732366.500000 Penalty: 3070.247070
	Iteration 48Q: 3 clusters Score -732366.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -732389.312500 Penalty: 3070.247070
	Iteration 49Q: 3 clusters Score -732389.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -732408.937500 Penalty: 3070.247070
	Iteration 50Q: 3 clusters Score -732408.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -732427.500000 Penalty: 3070.247070
	Iteration 51Q: 3 clusters Score -732427.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -732452.312500 Penalty: 3070.247070
	Iteration 52Q: 3 clusters Score -732452.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -732474.937500 Penalty: 3070.247070
	Iteration 53Q: 3 clusters Score -732474.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -732491.937500 Penalty: 3070.247070
	Iteration 54Q: 3 clusters Score -732491.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -732511.750000 Penalty: 3070.247070
	Iteration 55Q: 3 clusters Score -732511.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -732533.375000 Penalty: 3070.247070
	Iteration 56Q: 3 clusters Score -732533.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -732552.812500 Penalty: 3070.247070
	Iteration 57Q: 3 clusters Score -732552.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -732569.812500 Penalty: 3070.247070
	Iteration 58Q: 3 clusters Score -732569.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -732588.750000 Penalty: 3070.247070
	Iteration 59Q: 3 clusters Score -732588.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -732608.250000 Penalty: 3070.247070
	Iteration 60F: 3 clusters Score -732608.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -732622.937500 Penalty: 3070.247070
	Iteration 61Q: 3 clusters Score -732622.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -732640.062500 Penalty: 3070.247070
	Iteration 62Q: 3 clusters Score -732640.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -732646.437500 Penalty: 3070.247070
	Iteration 63Q: 3 clusters Score -732646.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -732654.187500 Penalty: 3070.247070
	Iteration 64Q: 3 clusters Score -732654.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -732661.312500 Penalty: 3070.247070
	Iteration 65Q: 3 clusters Score -732661.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -732671.687500 Penalty: 3070.247070
	Iteration 66Q: 3 clusters Score -732671.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -732680.312500 Penalty: 3070.247070
	Iteration 67Q: 3 clusters Score -732680.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -732685.125000 Penalty: 3070.247070
	Iteration 68Q: 3 clusters Score -732685.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -732690.625000 Penalty: 3070.247070
	Iteration 69Q: 3 clusters Score -732690.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -732698.500000 Penalty: 3070.247070
	Iteration 70Q: 3 clusters Score -732698.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -732711.625000 Penalty: 3070.247070
	Iteration 71Q: 3 clusters Score -732711.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -732723.812500 Penalty: 3070.247070
	Iteration 72Q: 3 clusters Score -732723.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -732729.437500 Penalty: 3070.247070
	Iteration 73Q: 3 clusters Score -732729.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -732733.750000 Penalty: 3070.247070
	Iteration 74Q: 3 clusters Score -732733.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -732737.625000 Penalty: 3070.247070
	Iteration 75Q: 3 clusters Score -732737.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -732741.562500 Penalty: 3070.247070
	Iteration 76Q: 3 clusters Score -732741.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -732747.312500 Penalty: 3070.247070
	Iteration 77Q: 3 clusters Score -732747.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -732753.000000 Penalty: 3070.247070
	Iteration 78Q: 3 clusters Score -732753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -732760.312500 Penalty: 3070.247070
	Iteration 79Q: 3 clusters Score -732760.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -732762.750000 Penalty: 3070.247070
	Iteration 80F: 3 clusters Score -732762.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -732769.187500 Penalty: 3070.247070
	Iteration 81Q: 3 clusters Score -732769.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -732776.562500 Penalty: 3070.247070
	Iteration 82Q: 3 clusters Score -732776.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -732782.187500 Penalty: 3070.247070
	Iteration 83Q: 3 clusters Score -732782.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -732787.625000 Penalty: 3070.247070
	Iteration 84Q: 3 clusters Score -732787.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -732790.437500 Penalty: 3070.247070
	Iteration 85Q: 3 clusters Score -732790.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -732794.375000 Penalty: 3070.247070
	Iteration 86Q: 3 clusters Score -732794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -732797.500000 Penalty: 3070.247070
	Iteration 87Q: 3 clusters Score -732797.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -732797.062500 Penalty: 3070.247070
	Iteration 88Q: 3 clusters Score -732797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -732799.250000 Penalty: 3070.247070
	Iteration 89Q: 3 clusters Score -732799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -732798.437500 Penalty: 3070.247070
	Iteration 90Q: 3 clusters Score -732798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -732800.125000 Penalty: 3070.247070
	Iteration 91Q: 3 clusters Score -732800.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -732800.625000 Penalty: 3070.247070
	Iteration 92Q: 3 clusters Score -732800.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -732802.312500 Penalty: 3070.247070
	Iteration 93Q: 3 clusters Score -732802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -732802.687500 Penalty: 3070.247070
	Iteration 94Q: 3 clusters Score -732802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -732803.000000 Penalty: 3070.247070
	Iteration 95Q: 3 clusters Score -732803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -732804.625000 Penalty: 3070.247070
	Iteration 96Q: 3 clusters Score -732804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -732804.312500 Penalty: 3070.247070
	Iteration 97Q: 3 clusters Score -732804.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -732804.750000 Penalty: 3070.247070
	Iteration 98Q: 3 clusters Score -732804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -732806.312500 Penalty: 3070.247070
	Iteration 99Q: 3 clusters Score -732806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -732807.687500 Penalty: 3070.247070
	Iteration 100F: 3 clusters Score -732807.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -732808.125000 Penalty: 3070.247070
	Iteration 101Q: 3 clusters Score -732808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -732808.937500 Penalty: 3070.247070
	Iteration 102Q: 3 clusters Score -732808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -732809.937500 Penalty: 3070.247070
	Iteration 103Q: 3 clusters Score -732809.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -732812.687500 Penalty: 3070.247070
	Iteration 104Q: 3 clusters Score -732812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -732815.625000 Penalty: 3070.247070
	Iteration 105Q: 3 clusters Score -732815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -732814.437500 Penalty: 3070.247070
	Iteration 106Q: 3 clusters Score -732814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -732814.562500 Penalty: 3070.247070
	Iteration 107Q: 3 clusters Score -732814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -732815.750000 Penalty: 3070.247070
	Iteration 108Q: 3 clusters Score -732815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -732815.687500 Penalty: 3070.247070
	Iteration 109Q: 3 clusters Score -732815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -732815.187500 Penalty: 3070.247070
	Iteration 110Q: 3 clusters Score -732815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -732815.000000 Penalty: 3070.247070
	Iteration 111Q: 3 clusters Score -732815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -732814.750000 Penalty: 3070.247070
	Iteration 112Q: 3 clusters Score -732814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -732814.750000 Penalty: 3070.247070
	Iteration 113F: 3 clusters Score -732814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107395 members 
Entering Unmasked Estep 
Score: -6406558.000000 Penalty: 1882.443604
	Iteration 0F: 2 clusters Score -6406558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -6334631.000000 Penalty: 3764.887207
	Iteration 0F: 3 clusters Score -6334631 nChanged 51382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -6363859.000000 Penalty: 3764.887207
	Iteration 1F: 3 clusters Score -6363859 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -6364373.500000 Penalty: 3764.887207
	Iteration 2Q: 3 clusters Score -6364374 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -6364995.500000 Penalty: 3764.887207
	Iteration 3Q: 3 clusters Score -6364996 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -6365730.000000 Penalty: 3764.887207
	Iteration 4Q: 3 clusters Score -6365730 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -6367055.000000 Penalty: 3764.887207
	Iteration 5Q: 3 clusters Score -6367055 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -6369202.000000 Penalty: 3764.887207
	Iteration 6Q: 3 clusters Score -6369202 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -6373294.500000 Penalty: 3764.887207
	Iteration 7F: 3 clusters Score -6373294 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -6380389.000000 Penalty: 3764.887207
	Iteration 8F: 3 clusters Score -6380389 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -6389948.000000 Penalty: 3764.887207
	Iteration 9F: 3 clusters Score -6389948 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -6398626.500000 Penalty: 3764.887207
	Iteration 10F: 3 clusters Score -6398626 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -6403109.000000 Penalty: 3764.887207
	Iteration 11Q: 3 clusters Score -6403109 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 106928 members 
Entering Unmasked Estep 
Score: -6404402.500000 Penalty: 3764.887207
	Iteration 12Q: 3 clusters Score -6404402 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 107203 members 
Entering Unmasked Estep 
Score: -6404698.000000 Penalty: 3764.887207
	Iteration 13Q: 3 clusters Score -6404698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107254 members 
Entering Unmasked Estep 
Score: -6404781.500000 Penalty: 3764.887207
	Iteration 14Q: 3 clusters Score -6404782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -6404831.000000 Penalty: 3764.887207
	Iteration 15Q: 3 clusters Score -6404831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107273 members 
Entering Unmasked Estep 
Score: -6404852.000000 Penalty: 3764.887207
	Iteration 16Q: 3 clusters Score -6404852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 107272 members 
Entering Unmasked Estep 
Score: -6404857.000000 Penalty: 3764.887207
	Iteration 17Q: 3 clusters Score -6404857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 107271 members 
Entering Unmasked Estep 
Score: -6404871.500000 Penalty: 3764.887207
	Iteration 18Q: 3 clusters Score -6404872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -6404884.000000 Penalty: 3764.887207
	Iteration 19Q: 3 clusters Score -6404884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107275 members 
Entering Unmasked Estep 
Score: -6404889.000000 Penalty: 3764.887207
	Iteration 20F: 3 clusters Score -6404889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -6404887.000000 Penalty: 3764.887207
	Iteration 21Q: 3 clusters Score -6404887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -6404893.500000 Penalty: 3764.887207
	Iteration 22Q: 3 clusters Score -6404894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 107278 members 
Entering Unmasked Estep 
Score: -6404895.000000 Penalty: 3764.887207
	Iteration 23Q: 3 clusters Score -6404895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 107278 members 
Entering Unmasked Estep 
Score: -6404895.000000 Penalty: 3764.887207
	Iteration 24F: 3 clusters Score -6404895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -250571.125000 Penalty: 1377.478027
	Iteration 0F: 2 clusters Score -250571.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -246754.359375 Penalty: 2754.956055
	Iteration 0F: 3 clusters Score -246754.4 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -247883.500000 Penalty: 2754.956055
	Iteration 1F: 3 clusters Score -247883.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -248183.296875 Penalty: 2754.956055
	Iteration 2F: 3 clusters Score -248183.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -248477.734375 Penalty: 2754.956055
	Iteration 3F: 3 clusters Score -248477.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -248827.453125 Penalty: 2754.956055
	Iteration 4F: 3 clusters Score -248827.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -249126.218750 Penalty: 2754.956055
	Iteration 5F: 3 clusters Score -249126.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -249355.031250 Penalty: 2754.956055
	Iteration 6F: 3 clusters Score -249355 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -249506.921875 Penalty: 2754.956055
	Iteration 7Q: 3 clusters Score -249506.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -249629.140625 Penalty: 2754.956055
	Iteration 8Q: 3 clusters Score -249629.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -249729.093750 Penalty: 2754.956055
	Iteration 9Q: 3 clusters Score -249729.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -249811.890625 Penalty: 2754.956055
	Iteration 10Q: 3 clusters Score -249811.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -249870.890625 Penalty: 2754.956055
	Iteration 11Q: 3 clusters Score -249870.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -249917.375000 Penalty: 2754.956055
	Iteration 12Q: 3 clusters Score -249917.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -249957.953125 Penalty: 2754.956055
	Iteration 13Q: 3 clusters Score -249958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -250000.562500 Penalty: 2754.956055
	Iteration 14Q: 3 clusters Score -250000.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -250046.062500 Penalty: 2754.956055
	Iteration 15Q: 3 clusters Score -250046.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -250071.968750 Penalty: 2754.956055
	Iteration 16Q: 3 clusters Score -250072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -250093.875000 Penalty: 2754.956055
	Iteration 17Q: 3 clusters Score -250093.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -250103.312500 Penalty: 2754.956055
	Iteration 18Q: 3 clusters Score -250103.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -250114.125000 Penalty: 2754.956055
	Iteration 19Q: 3 clusters Score -250114.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -250120.468750 Penalty: 2754.956055
	Iteration 20F: 3 clusters Score -250120.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -250133.734375 Penalty: 2754.956055
	Iteration 21Q: 3 clusters Score -250133.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -250143.718750 Penalty: 2754.956055
	Iteration 22Q: 3 clusters Score -250143.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -250154.156250 Penalty: 2754.956055
	Iteration 23Q: 3 clusters Score -250154.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -250162.781250 Penalty: 2754.956055
	Iteration 24Q: 3 clusters Score -250162.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -250168.828125 Penalty: 2754.956055
	Iteration 25Q: 3 clusters Score -250168.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -250176.421875 Penalty: 2754.956055
	Iteration 26Q: 3 clusters Score -250176.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -250181.109375 Penalty: 2754.956055
	Iteration 27Q: 3 clusters Score -250181.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -250185.421875 Penalty: 2754.956055
	Iteration 28Q: 3 clusters Score -250185.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -250189.343750 Penalty: 2754.956055
	Iteration 29Q: 3 clusters Score -250189.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -250193.171875 Penalty: 2754.956055
	Iteration 30Q: 3 clusters Score -250193.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -250197.062500 Penalty: 2754.956055
	Iteration 31Q: 3 clusters Score -250197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -250199.812500 Penalty: 2754.956055
	Iteration 32Q: 3 clusters Score -250199.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -250201.562500 Penalty: 2754.956055
	Iteration 33Q: 3 clusters Score -250201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -250205.781250 Penalty: 2754.956055
	Iteration 34Q: 3 clusters Score -250205.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -250209.421875 Penalty: 2754.956055
	Iteration 35Q: 3 clusters Score -250209.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -250212.703125 Penalty: 2754.956055
	Iteration 36Q: 3 clusters Score -250212.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -250215.843750 Penalty: 2754.956055
	Iteration 37Q: 3 clusters Score -250215.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -250219.000000 Penalty: 2754.956055
	Iteration 38Q: 3 clusters Score -250219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -250220.078125 Penalty: 2754.956055
	Iteration 39Q: 3 clusters Score -250220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -250221.218750 Penalty: 2754.956055
	Iteration 40F: 3 clusters Score -250221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -250223.781250 Penalty: 2754.956055
	Iteration 41Q: 3 clusters Score -250223.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -250227.609375 Penalty: 2754.956055
	Iteration 42Q: 3 clusters Score -250227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -250229.796875 Penalty: 2754.956055
	Iteration 43Q: 3 clusters Score -250229.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -250232.046875 Penalty: 2754.956055
	Iteration 44Q: 3 clusters Score -250232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -250233.406250 Penalty: 2754.956055
	Iteration 45Q: 3 clusters Score -250233.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -250234.265625 Penalty: 2754.956055
	Iteration 46Q: 3 clusters Score -250234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -250235.453125 Penalty: 2754.956055
	Iteration 47Q: 3 clusters Score -250235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -250236.046875 Penalty: 2754.956055
	Iteration 48Q: 3 clusters Score -250236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -250237.437500 Penalty: 2754.956055
	Iteration 49Q: 3 clusters Score -250237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -250238.078125 Penalty: 2754.956055
	Iteration 50Q: 3 clusters Score -250238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -250238.781250 Penalty: 2754.956055
	Iteration 51Q: 3 clusters Score -250238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -250238.578125 Penalty: 2754.956055
	Iteration 52Q: 3 clusters Score -250238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -250238.453125 Penalty: 2754.956055
	Iteration 53Q: 3 clusters Score -250238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -250238.484375 Penalty: 2754.956055
	Iteration 54Q: 3 clusters Score -250238.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -250238.484375 Penalty: 2754.956055
	Iteration 55F: 3 clusters Score -250238.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Entering Unmasked Estep 
Score: -867703.250000 Penalty: 1568.085205
	Iteration 0F: 2 clusters Score -867703.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -856941.437500 Penalty: 3136.170410
	Iteration 0F: 3 clusters Score -856941.4 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -860942.625000 Penalty: 3136.170410
	Iteration 1F: 3 clusters Score -860942.6 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -861608.062500 Penalty: 3136.170410
	Iteration 2F: 3 clusters Score -861608.1 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -862477.250000 Penalty: 3136.170410
	Iteration 3F: 3 clusters Score -862477.2 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -863439.500000 Penalty: 3136.170410
	Iteration 4F: 3 clusters Score -863439.5 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -864328.562500 Penalty: 3136.170410
	Iteration 5F: 3 clusters Score -864328.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -864997.812500 Penalty: 3136.170410
	Iteration 6F: 3 clusters Score -864997.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -865491.312500 Penalty: 3136.170410
	Iteration 7Q: 3 clusters Score -865491.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -865874.312500 Penalty: 3136.170410
	Iteration 8Q: 3 clusters Score -865874.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -866220.437500 Penalty: 3136.170410
	Iteration 9Q: 3 clusters Score -866220.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -866491.187500 Penalty: 3136.170410
	Iteration 10Q: 3 clusters Score -866491.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -866682.937500 Penalty: 3136.170410
	Iteration 11Q: 3 clusters Score -866682.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -866807.750000 Penalty: 3136.170410
	Iteration 12Q: 3 clusters Score -866807.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -866871.562500 Penalty: 3136.170410
	Iteration 13Q: 3 clusters Score -866871.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -866910.250000 Penalty: 3136.170410
	Iteration 14Q: 3 clusters Score -866910.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -866933.437500 Penalty: 3136.170410
	Iteration 15Q: 3 clusters Score -866933.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -866944.500000 Penalty: 3136.170410
	Iteration 16Q: 3 clusters Score -866944.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -866954.375000 Penalty: 3136.170410
	Iteration 17Q: 3 clusters Score -866954.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -866965.187500 Penalty: 3136.170410
	Iteration 18Q: 3 clusters Score -866965.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -866973.250000 Penalty: 3136.170410
	Iteration 19Q: 3 clusters Score -866973.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -866984.875000 Penalty: 3136.170410
	Iteration 20F: 3 clusters Score -866984.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -866992.500000 Penalty: 3136.170410
	Iteration 21Q: 3 clusters Score -866992.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -867002.312500 Penalty: 3136.170410
	Iteration 22Q: 3 clusters Score -867002.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -866997.687500 Penalty: 3136.170410
	Iteration 23Q: 3 clusters Score -866997.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -866999.187500 Penalty: 3136.170410
	Iteration 24Q: 3 clusters Score -866999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -867001.437500 Penalty: 3136.170410
	Iteration 25Q: 3 clusters Score -867001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -867003.125000 Penalty: 3136.170410
	Iteration 26Q: 3 clusters Score -867003.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -867004.750000 Penalty: 3136.170410
	Iteration 27Q: 3 clusters Score -867004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -867005.375000 Penalty: 3136.170410
	Iteration 28Q: 3 clusters Score -867005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -867004.750000 Penalty: 3136.170410
	Iteration 29Q: 3 clusters Score -867004.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -867004.750000 Penalty: 3136.170410
	Iteration 30F: 3 clusters Score -867004.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Entering Unmasked Estep 
Score: -2398988.750000 Penalty: 1727.610107
	Iteration 0F: 2 clusters Score -2398989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2371210.750000 Penalty: 3455.220215
	Iteration 0F: 3 clusters Score -2371211 nChanged 19400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2382093.500000 Penalty: 3455.220215
	Iteration 1F: 3 clusters Score -2382094 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2382747.250000 Penalty: 3455.220215
	Iteration 2Q: 3 clusters Score -2382747 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -2383707.500000 Penalty: 3455.220215
	Iteration 3F: 3 clusters Score -2383708 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -2385215.500000 Penalty: 3455.220215
	Iteration 4F: 3 clusters Score -2385216 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -2387596.250000 Penalty: 3455.220215
	Iteration 5F: 3 clusters Score -2387596 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -2390958.500000 Penalty: 3455.220215
	Iteration 6F: 3 clusters Score -2390958 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -2394390.750000 Penalty: 3455.220215
	Iteration 7F: 3 clusters Score -2394391 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -2396446.750000 Penalty: 3455.220215
	Iteration 8Q: 3 clusters Score -2396447 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -2397156.250000 Penalty: 3455.220215
	Iteration 9Q: 3 clusters Score -2397156 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -2397348.750000 Penalty: 3455.220215
	Iteration 10Q: 3 clusters Score -2397349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -2397400.000000 Penalty: 3455.220215
	Iteration 11Q: 3 clusters Score -2397400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -2397426.250000 Penalty: 3455.220215
	Iteration 12Q: 3 clusters Score -2397426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -2397434.750000 Penalty: 3455.220215
	Iteration 13Q: 3 clusters Score -2397435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -2397447.750000 Penalty: 3455.220215
	Iteration 14Q: 3 clusters Score -2397448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -2397457.000000 Penalty: 3455.220215
	Iteration 15Q: 3 clusters Score -2397457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -2397457.000000 Penalty: 3455.220215
	Iteration 16F: 3 clusters Score -2397457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -208287.421875 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -208287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -204917.968750 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -204918 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -206180.406250 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -206180.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -206658.531250 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -206658.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -207095.625000 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -207095.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -207371.203125 Penalty: 2705.014893
	Iteration 4F: 3 clusters Score -207371.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -207512.000000 Penalty: 2705.014893
	Iteration 5Q: 3 clusters Score -207512 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -207583.375000 Penalty: 2705.014893
	Iteration 6Q: 3 clusters Score -207583.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -207634.593750 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -207634.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -207664.390625 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -207664.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -207684.281250 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -207684.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -207697.718750 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -207697.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -207708.640625 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -207708.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -207721.781250 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -207721.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -207729.937500 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -207729.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -207735.390625 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -207735.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -207739.078125 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -207739.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -207744.109375 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -207744.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -207750.625000 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -207750.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -207759.718750 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -207759.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -207767.062500 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -207767.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -207774.046875 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -207774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -207780.687500 Penalty: 2705.014893
	Iteration 21Q: 3 clusters Score -207780.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -207787.437500 Penalty: 2705.014893
	Iteration 22Q: 3 clusters Score -207787.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -207793.625000 Penalty: 2705.014893
	Iteration 23Q: 3 clusters Score -207793.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -207800.671875 Penalty: 2705.014893
	Iteration 24Q: 3 clusters Score -207800.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -207807.890625 Penalty: 2705.014893
	Iteration 25Q: 3 clusters Score -207807.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -207815.187500 Penalty: 2705.014893
	Iteration 26Q: 3 clusters Score -207815.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -207819.687500 Penalty: 2705.014893
	Iteration 27Q: 3 clusters Score -207819.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -207823.359375 Penalty: 2705.014893
	Iteration 28Q: 3 clusters Score -207823.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -207826.578125 Penalty: 2705.014893
	Iteration 29Q: 3 clusters Score -207826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -207828.328125 Penalty: 2705.014893
	Iteration 30Q: 3 clusters Score -207828.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -207830.546875 Penalty: 2705.014893
	Iteration 31Q: 3 clusters Score -207830.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -207832.703125 Penalty: 2705.014893
	Iteration 32Q: 3 clusters Score -207832.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -207834.953125 Penalty: 2705.014893
	Iteration 33Q: 3 clusters Score -207835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -207835.546875 Penalty: 2705.014893
	Iteration 34Q: 3 clusters Score -207835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -207837.453125 Penalty: 2705.014893
	Iteration 35Q: 3 clusters Score -207837.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -207839.328125 Penalty: 2705.014893
	Iteration 36Q: 3 clusters Score -207839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -207841.281250 Penalty: 2705.014893
	Iteration 37Q: 3 clusters Score -207841.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -207843.765625 Penalty: 2705.014893
	Iteration 38Q: 3 clusters Score -207843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -207846.812500 Penalty: 2705.014893
	Iteration 39Q: 3 clusters Score -207846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -207848.015625 Penalty: 2705.014893
	Iteration 40F: 3 clusters Score -207848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -207848.796875 Penalty: 2705.014893
	Iteration 41Q: 3 clusters Score -207848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -207848.875000 Penalty: 2705.014893
	Iteration 42Q: 3 clusters Score -207848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -207848.875000 Penalty: 2705.014893
	Iteration 43F: 3 clusters Score -207848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -75916.968750 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -75916.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -74195.328125 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -74195.33 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -74495.382812 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -74495.38 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -74573.351562 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -74573.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -74614.460938 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -74614.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -74655.960938 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -74655.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -74696.968750 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -74696.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -74728.507812 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -74728.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -74750.710938 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -74750.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -74762.218750 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -74762.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -74775.359375 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -74775.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -74789.414062 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -74789.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -74801.148438 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -74801.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -74812.156250 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -74812.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -74824.625000 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -74824.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -74836.820312 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -74836.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74847.812500 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -74847.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -74870.195312 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -74870.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -74926.250000 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -74926.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75005.312500 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -75005.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -75062.492188 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -75062.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -75111.585938 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -75111.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -75157.804688 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -75157.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75207.898438 Penalty: 2370.451904
	Iteration 22Q: 3 clusters Score -75207.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75261.023438 Penalty: 2370.451904
	Iteration 23Q: 3 clusters Score -75261.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -75295.992188 Penalty: 2370.451904
	Iteration 24Q: 3 clusters Score -75295.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -75327.765625 Penalty: 2370.451904
	Iteration 25Q: 3 clusters Score -75327.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -75348.976562 Penalty: 2370.451904
	Iteration 26Q: 3 clusters Score -75348.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -75372.210938 Penalty: 2370.451904
	Iteration 27Q: 3 clusters Score -75372.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -75386.812500 Penalty: 2370.451904
	Iteration 28Q: 3 clusters Score -75386.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75398.906250 Penalty: 2370.451904
	Iteration 29Q: 3 clusters Score -75398.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75409.023438 Penalty: 2370.451904
	Iteration 30Q: 3 clusters Score -75409.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -75416.406250 Penalty: 2370.451904
	Iteration 31Q: 3 clusters Score -75416.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75421.781250 Penalty: 2370.451904
	Iteration 32Q: 3 clusters Score -75421.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75425.484375 Penalty: 2370.451904
	Iteration 33Q: 3 clusters Score -75425.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75426.117188 Penalty: 2370.451904
	Iteration 34Q: 3 clusters Score -75426.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75428.039062 Penalty: 2370.451904
	Iteration 35Q: 3 clusters Score -75428.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75429.281250 Penalty: 2370.451904
	Iteration 36Q: 3 clusters Score -75429.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75430.734375 Penalty: 2370.451904
	Iteration 37Q: 3 clusters Score -75430.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75432.960938 Penalty: 2370.451904
	Iteration 38Q: 3 clusters Score -75432.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75434.445312 Penalty: 2370.451904
	Iteration 39Q: 3 clusters Score -75434.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75434.445312 Penalty: 2370.451904
	Iteration 40F: 3 clusters Score -75434.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Entering Unmasked Estep 
Score: -2794523.000000 Penalty: 1749.738403
	Iteration 0F: 2 clusters Score -2794523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -2762903.250000 Penalty: 3499.476807
	Iteration 0F: 3 clusters Score -2762903 nChanged 22112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -2775192.000000 Penalty: 3499.476807
	Iteration 1F: 3 clusters Score -2775192 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -2775811.750000 Penalty: 3499.476807
	Iteration 2Q: 3 clusters Score -2775812 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -2776630.500000 Penalty: 3499.476807
	Iteration 3Q: 3 clusters Score -2776630 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -2777852.000000 Penalty: 3499.476807
	Iteration 4Q: 3 clusters Score -2777852 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -2779791.000000 Penalty: 3499.476807
	Iteration 5F: 3 clusters Score -2779791 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -2782578.000000 Penalty: 3499.476807
	Iteration 6F: 3 clusters Score -2782578 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -2785663.000000 Penalty: 3499.476807
	Iteration 7F: 3 clusters Score -2785663 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -2788194.250000 Penalty: 3499.476807
	Iteration 8F: 3 clusters Score -2788194 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -2789956.500000 Penalty: 3499.476807
	Iteration 9Q: 3 clusters Score -2789956 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -2791128.500000 Penalty: 3499.476807
	Iteration 10Q: 3 clusters Score -2791128 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -2791883.000000 Penalty: 3499.476807
	Iteration 11Q: 3 clusters Score -2791883 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -2792313.750000 Penalty: 3499.476807
	Iteration 12Q: 3 clusters Score -2792314 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -2792566.250000 Penalty: 3499.476807
	Iteration 13Q: 3 clusters Score -2792566 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -2792727.250000 Penalty: 3499.476807
	Iteration 14Q: 3 clusters Score -2792727 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -2792850.500000 Penalty: 3499.476807
	Iteration 15Q: 3 clusters Score -2792850 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -2792929.500000 Penalty: 3499.476807
	Iteration 16Q: 3 clusters Score -2792930 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -2792972.500000 Penalty: 3499.476807
	Iteration 17Q: 3 clusters Score -2792972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -2792993.250000 Penalty: 3499.476807
	Iteration 18Q: 3 clusters Score -2792993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -2793030.000000 Penalty: 3499.476807
	Iteration 19Q: 3 clusters Score -2793030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -2793048.000000 Penalty: 3499.476807
	Iteration 20F: 3 clusters Score -2793048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -2793062.250000 Penalty: 3499.476807
	Iteration 21Q: 3 clusters Score -2793062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -2793064.250000 Penalty: 3499.476807
	Iteration 22Q: 3 clusters Score -2793064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -2793076.500000 Penalty: 3499.476807
	Iteration 23Q: 3 clusters Score -2793076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -2793088.250000 Penalty: 3499.476807
	Iteration 24Q: 3 clusters Score -2793088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -2793099.500000 Penalty: 3499.476807
	Iteration 25Q: 3 clusters Score -2793100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -2793114.500000 Penalty: 3499.476807
	Iteration 26Q: 3 clusters Score -2793114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -2793119.750000 Penalty: 3499.476807
	Iteration 27Q: 3 clusters Score -2793120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -2793126.500000 Penalty: 3499.476807
	Iteration 28Q: 3 clusters Score -2793126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -2793126.500000 Penalty: 3499.476807
	Iteration 29Q: 3 clusters Score -2793126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -2793135.750000 Penalty: 3499.476807
	Iteration 30Q: 3 clusters Score -2793136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -2793140.750000 Penalty: 3499.476807
	Iteration 31Q: 3 clusters Score -2793141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -2793143.750000 Penalty: 3499.476807
	Iteration 32Q: 3 clusters Score -2793144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -2793148.500000 Penalty: 3499.476807
	Iteration 33Q: 3 clusters Score -2793148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -2793150.000000 Penalty: 3499.476807
	Iteration 34Q: 3 clusters Score -2793150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -2793154.750000 Penalty: 3499.476807
	Iteration 35Q: 3 clusters Score -2793155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -2793156.500000 Penalty: 3499.476807
	Iteration 36Q: 3 clusters Score -2793156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -2793160.500000 Penalty: 3499.476807
	Iteration 37Q: 3 clusters Score -2793160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -2793163.000000 Penalty: 3499.476807
	Iteration 38Q: 3 clusters Score -2793163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -2793162.750000 Penalty: 3499.476807
	Iteration 39Q: 3 clusters Score -2793163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -2793164.250000 Penalty: 3499.476807
	Iteration 40F: 3 clusters Score -2793164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -94818.312500 Penalty: 1215.844360
	Iteration 0F: 2 clusters Score -94818.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -92875.382812 Penalty: 2431.688721
	Iteration 0F: 3 clusters Score -92875.38 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -93311.718750 Penalty: 2431.688721
	Iteration 1F: 3 clusters Score -93311.72 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -93487.820312 Penalty: 2431.688721
	Iteration 2F: 3 clusters Score -93487.82 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -93621.796875 Penalty: 2431.688721
	Iteration 3F: 3 clusters Score -93621.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -93747.640625 Penalty: 2431.688721
	Iteration 4Q: 3 clusters Score -93747.64 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -93900.656250 Penalty: 2431.688721
	Iteration 5F: 3 clusters Score -93900.66 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -94040.992188 Penalty: 2431.688721
	Iteration 6F: 3 clusters Score -94040.99 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -94141.031250 Penalty: 2431.688721
	Iteration 7F: 3 clusters Score -94141.03 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -94204.203125 Penalty: 2431.688721
	Iteration 8Q: 3 clusters Score -94204.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -94248.992188 Penalty: 2431.688721
	Iteration 9Q: 3 clusters Score -94248.99 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -94295.468750 Penalty: 2431.688721
	Iteration 10Q: 3 clusters Score -94295.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -94321.523438 Penalty: 2431.688721
	Iteration 11Q: 3 clusters Score -94321.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -94343.609375 Penalty: 2431.688721
	Iteration 12Q: 3 clusters Score -94343.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -94356.265625 Penalty: 2431.688721
	Iteration 13Q: 3 clusters Score -94356.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -94367.289062 Penalty: 2431.688721
	Iteration 14Q: 3 clusters Score -94367.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -94376.562500 Penalty: 2431.688721
	Iteration 15Q: 3 clusters Score -94376.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -94385.117188 Penalty: 2431.688721
	Iteration 16Q: 3 clusters Score -94385.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -94394.351562 Penalty: 2431.688721
	Iteration 17Q: 3 clusters Score -94394.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -94404.562500 Penalty: 2431.688721
	Iteration 18Q: 3 clusters Score -94404.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -94412.656250 Penalty: 2431.688721
	Iteration 19Q: 3 clusters Score -94412.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -94417.585938 Penalty: 2431.688721
	Iteration 20F: 3 clusters Score -94417.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -94426.210938 Penalty: 2431.688721
	Iteration 21Q: 3 clusters Score -94426.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -94434.703125 Penalty: 2431.688721
	Iteration 22Q: 3 clusters Score -94434.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -94444.679688 Penalty: 2431.688721
	Iteration 23Q: 3 clusters Score -94444.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -94454.546875 Penalty: 2431.688721
	Iteration 24Q: 3 clusters Score -94454.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -94460.382812 Penalty: 2431.688721
	Iteration 25Q: 3 clusters Score -94460.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -94466.156250 Penalty: 2431.688721
	Iteration 26Q: 3 clusters Score -94466.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -94468.656250 Penalty: 2431.688721
	Iteration 27Q: 3 clusters Score -94468.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -94471.109375 Penalty: 2431.688721
	Iteration 28Q: 3 clusters Score -94471.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -94471.945312 Penalty: 2431.688721
	Iteration 29Q: 3 clusters Score -94471.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -94472.242188 Penalty: 2431.688721
	Iteration 30Q: 3 clusters Score -94472.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -94472.476562 Penalty: 2431.688721
	Iteration 31Q: 3 clusters Score -94472.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -94473.179688 Penalty: 2431.688721
	Iteration 32Q: 3 clusters Score -94473.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -94473.179688 Penalty: 2431.688721
	Iteration 33F: 3 clusters Score -94473.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Entering Unmasked Estep 
Score: -2420662.750000 Penalty: 1747.847778
	Iteration 0F: 2 clusters Score -2420663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2389155.500000 Penalty: 3495.695557
	Iteration 0F: 3 clusters Score -2389156 nChanged 21959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2401821.000000 Penalty: 3495.695557
	Iteration 1F: 3 clusters Score -2401821 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2402549.000000 Penalty: 3495.695557
	Iteration 2Q: 3 clusters Score -2402549 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2403510.000000 Penalty: 3495.695557
	Iteration 3Q: 3 clusters Score -2403510 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2404757.250000 Penalty: 3495.695557
	Iteration 4F: 3 clusters Score -2404757 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2406413.000000 Penalty: 3495.695557
	Iteration 5F: 3 clusters Score -2406413 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2408349.000000 Penalty: 3495.695557
	Iteration 6F: 3 clusters Score -2408349 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2410378.000000 Penalty: 3495.695557
	Iteration 7F: 3 clusters Score -2410378 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2412226.750000 Penalty: 3495.695557
	Iteration 8F: 3 clusters Score -2412227 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2413718.750000 Penalty: 3495.695557
	Iteration 9Q: 3 clusters Score -2413719 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2414800.250000 Penalty: 3495.695557
	Iteration 10Q: 3 clusters Score -2414800 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2415588.250000 Penalty: 3495.695557
	Iteration 11Q: 3 clusters Score -2415588 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2416147.750000 Penalty: 3495.695557
	Iteration 12Q: 3 clusters Score -2416148 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2416555.000000 Penalty: 3495.695557
	Iteration 13Q: 3 clusters Score -2416555 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2416894.250000 Penalty: 3495.695557
	Iteration 14Q: 3 clusters Score -2416894 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2417153.750000 Penalty: 3495.695557
	Iteration 15Q: 3 clusters Score -2417154 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2417410.750000 Penalty: 3495.695557
	Iteration 16Q: 3 clusters Score -2417411 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2417595.750000 Penalty: 3495.695557
	Iteration 17Q: 3 clusters Score -2417596 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2417770.000000 Penalty: 3495.695557
	Iteration 18Q: 3 clusters Score -2417770 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2417946.250000 Penalty: 3495.695557
	Iteration 19Q: 3 clusters Score -2417946 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2418073.500000 Penalty: 3495.695557
	Iteration 20F: 3 clusters Score -2418074 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2418238.250000 Penalty: 3495.695557
	Iteration 21Q: 3 clusters Score -2418238 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2418389.250000 Penalty: 3495.695557
	Iteration 22Q: 3 clusters Score -2418389 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2418515.000000 Penalty: 3495.695557
	Iteration 23Q: 3 clusters Score -2418515 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2418604.250000 Penalty: 3495.695557
	Iteration 24Q: 3 clusters Score -2418604 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2418684.750000 Penalty: 3495.695557
	Iteration 25Q: 3 clusters Score -2418685 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2418758.750000 Penalty: 3495.695557
	Iteration 26Q: 3 clusters Score -2418759 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2418821.750000 Penalty: 3495.695557
	Iteration 27Q: 3 clusters Score -2418822 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2418876.750000 Penalty: 3495.695557
	Iteration 28Q: 3 clusters Score -2418877 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2418911.500000 Penalty: 3495.695557
	Iteration 29Q: 3 clusters Score -2418912 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2418947.250000 Penalty: 3495.695557
	Iteration 30Q: 3 clusters Score -2418947 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2418988.250000 Penalty: 3495.695557
	Iteration 31Q: 3 clusters Score -2418988 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2419035.250000 Penalty: 3495.695557
	Iteration 32Q: 3 clusters Score -2419035 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2419053.500000 Penalty: 3495.695557
	Iteration 33Q: 3 clusters Score -2419054 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2419076.500000 Penalty: 3495.695557
	Iteration 34Q: 3 clusters Score -2419076 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2419101.000000 Penalty: 3495.695557
	Iteration 35Q: 3 clusters Score -2419101 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2419136.250000 Penalty: 3495.695557
	Iteration 36Q: 3 clusters Score -2419136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2419165.000000 Penalty: 3495.695557
	Iteration 37Q: 3 clusters Score -2419165 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2419183.750000 Penalty: 3495.695557
	Iteration 38Q: 3 clusters Score -2419184 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2419193.000000 Penalty: 3495.695557
	Iteration 39Q: 3 clusters Score -2419193 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2419211.000000 Penalty: 3495.695557
	Iteration 40F: 3 clusters Score -2419211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2419226.500000 Penalty: 3495.695557
	Iteration 41Q: 3 clusters Score -2419226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2419257.250000 Penalty: 3495.695557
	Iteration 42Q: 3 clusters Score -2419257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2419282.750000 Penalty: 3495.695557
	Iteration 43Q: 3 clusters Score -2419283 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2419311.250000 Penalty: 3495.695557
	Iteration 44Q: 3 clusters Score -2419311 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2419343.000000 Penalty: 3495.695557
	Iteration 45Q: 3 clusters Score -2419343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2419364.750000 Penalty: 3495.695557
	Iteration 46Q: 3 clusters Score -2419365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2419382.500000 Penalty: 3495.695557
	Iteration 47Q: 3 clusters Score -2419382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2419405.000000 Penalty: 3495.695557
	Iteration 48Q: 3 clusters Score -2419405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2419418.500000 Penalty: 3495.695557
	Iteration 49Q: 3 clusters Score -2419418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2419427.000000 Penalty: 3495.695557
	Iteration 50Q: 3 clusters Score -2419427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2419436.250000 Penalty: 3495.695557
	Iteration 51Q: 3 clusters Score -2419436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2419440.500000 Penalty: 3495.695557
	Iteration 52Q: 3 clusters Score -2419440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2419463.000000 Penalty: 3495.695557
	Iteration 53Q: 3 clusters Score -2419463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2419472.750000 Penalty: 3495.695557
	Iteration 54Q: 3 clusters Score -2419473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2419491.500000 Penalty: 3495.695557
	Iteration 55Q: 3 clusters Score -2419492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2419495.500000 Penalty: 3495.695557
	Iteration 56Q: 3 clusters Score -2419496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2419516.000000 Penalty: 3495.695557
	Iteration 57Q: 3 clusters Score -2419516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2419525.250000 Penalty: 3495.695557
	Iteration 58Q: 3 clusters Score -2419525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2419533.500000 Penalty: 3495.695557
	Iteration 59Q: 3 clusters Score -2419534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2419545.500000 Penalty: 3495.695557
	Iteration 60F: 3 clusters Score -2419546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2419554.500000 Penalty: 3495.695557
	Iteration 61Q: 3 clusters Score -2419554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2419562.000000 Penalty: 3495.695557
	Iteration 62Q: 3 clusters Score -2419562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2419577.500000 Penalty: 3495.695557
	Iteration 63Q: 3 clusters Score -2419578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2419581.750000 Penalty: 3495.695557
	Iteration 64Q: 3 clusters Score -2419582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2419590.500000 Penalty: 3495.695557
	Iteration 65Q: 3 clusters Score -2419590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2419611.250000 Penalty: 3495.695557
	Iteration 66Q: 3 clusters Score -2419611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2419626.250000 Penalty: 3495.695557
	Iteration 67Q: 3 clusters Score -2419626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2419648.000000 Penalty: 3495.695557
	Iteration 68Q: 3 clusters Score -2419648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2419668.750000 Penalty: 3495.695557
	Iteration 69Q: 3 clusters Score -2419669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2419674.750000 Penalty: 3495.695557
	Iteration 70Q: 3 clusters Score -2419675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2419682.500000 Penalty: 3495.695557
	Iteration 71Q: 3 clusters Score -2419682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2419691.750000 Penalty: 3495.695557
	Iteration 72Q: 3 clusters Score -2419692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2419689.250000 Penalty: 3495.695557
	Iteration 73Q: 3 clusters Score -2419689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2419695.250000 Penalty: 3495.695557
	Iteration 74Q: 3 clusters Score -2419695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2419702.750000 Penalty: 3495.695557
	Iteration 75Q: 3 clusters Score -2419703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2419707.750000 Penalty: 3495.695557
	Iteration 76Q: 3 clusters Score -2419708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2419712.750000 Penalty: 3495.695557
	Iteration 77Q: 3 clusters Score -2419713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2419715.000000 Penalty: 3495.695557
	Iteration 78Q: 3 clusters Score -2419715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2419716.250000 Penalty: 3495.695557
	Iteration 79Q: 3 clusters Score -2419716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2419719.000000 Penalty: 3495.695557
	Iteration 80F: 3 clusters Score -2419719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2419725.500000 Penalty: 3495.695557
	Iteration 81Q: 3 clusters Score -2419726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2419725.500000 Penalty: 3495.695557
	Iteration 82Q: 3 clusters Score -2419726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2419726.500000 Penalty: 3495.695557
	Iteration 83Q: 3 clusters Score -2419726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2419726.000000 Penalty: 3495.695557
	Iteration 84Q: 3 clusters Score -2419726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2419725.750000 Penalty: 3495.695557
	Iteration 85Q: 3 clusters Score -2419726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2419735.500000 Penalty: 3495.695557
	Iteration 86Q: 3 clusters Score -2419736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2419736.000000 Penalty: 3495.695557
	Iteration 87Q: 3 clusters Score -2419736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2419735.750000 Penalty: 3495.695557
	Iteration 88Q: 3 clusters Score -2419736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2419733.750000 Penalty: 3495.695557
	Iteration 89Q: 3 clusters Score -2419734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2419739.750000 Penalty: 3495.695557
	Iteration 90Q: 3 clusters Score -2419740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2419738.500000 Penalty: 3495.695557
	Iteration 91Q: 3 clusters Score -2419738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2419738.750000 Penalty: 3495.695557
	Iteration 92Q: 3 clusters Score -2419739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2419738.750000 Penalty: 3495.695557
	Iteration 93F: 3 clusters Score -2419739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Entering Unmasked Estep 
Score: -997289.937500 Penalty: 1584.703979
	Iteration 0F: 2 clusters Score -997289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -985468.687500 Penalty: 3169.407959
	Iteration 0F: 3 clusters Score -985468.7 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -989692.000000 Penalty: 3169.407959
	Iteration 1F: 3 clusters Score -989692 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -990061.750000 Penalty: 3169.407959
	Iteration 2F: 3 clusters Score -990061.8 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -990423.250000 Penalty: 3169.407959
	Iteration 3Q: 3 clusters Score -990423.2 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -990825.750000 Penalty: 3169.407959
	Iteration 4Q: 3 clusters Score -990825.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -991263.375000 Penalty: 3169.407959
	Iteration 5Q: 3 clusters Score -991263.4 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -991743.375000 Penalty: 3169.407959
	Iteration 6Q: 3 clusters Score -991743.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -992197.562500 Penalty: 3169.407959
	Iteration 7Q: 3 clusters Score -992197.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -992660.062500 Penalty: 3169.407959
	Iteration 8Q: 3 clusters Score -992660.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -993121.312500 Penalty: 3169.407959
	Iteration 9Q: 3 clusters Score -993121.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -993534.812500 Penalty: 3169.407959
	Iteration 10Q: 3 clusters Score -993534.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -993901.437500 Penalty: 3169.407959
	Iteration 11Q: 3 clusters Score -993901.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -994210.687500 Penalty: 3169.407959
	Iteration 12Q: 3 clusters Score -994210.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -994433.500000 Penalty: 3169.407959
	Iteration 13Q: 3 clusters Score -994433.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -994613.000000 Penalty: 3169.407959
	Iteration 14Q: 3 clusters Score -994613 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -994750.375000 Penalty: 3169.407959
	Iteration 15Q: 3 clusters Score -994750.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -994884.750000 Penalty: 3169.407959
	Iteration 16Q: 3 clusters Score -994884.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -995001.812500 Penalty: 3169.407959
	Iteration 17Q: 3 clusters Score -995001.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -995122.375000 Penalty: 3169.407959
	Iteration 18Q: 3 clusters Score -995122.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -995251.812500 Penalty: 3169.407959
	Iteration 19Q: 3 clusters Score -995251.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -995377.187500 Penalty: 3169.407959
	Iteration 20F: 3 clusters Score -995377.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -995487.562500 Penalty: 3169.407959
	Iteration 21Q: 3 clusters Score -995487.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -995575.125000 Penalty: 3169.407959
	Iteration 22Q: 3 clusters Score -995575.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -995649.437500 Penalty: 3169.407959
	Iteration 23Q: 3 clusters Score -995649.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -995716.437500 Penalty: 3169.407959
	Iteration 24Q: 3 clusters Score -995716.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -995767.875000 Penalty: 3169.407959
	Iteration 25Q: 3 clusters Score -995767.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -995824.750000 Penalty: 3169.407959
	Iteration 26Q: 3 clusters Score -995824.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -995876.562500 Penalty: 3169.407959
	Iteration 27Q: 3 clusters Score -995876.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -995904.312500 Penalty: 3169.407959
	Iteration 28Q: 3 clusters Score -995904.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -995922.875000 Penalty: 3169.407959
	Iteration 29Q: 3 clusters Score -995922.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -995940.250000 Penalty: 3169.407959
	Iteration 30Q: 3 clusters Score -995940.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -995958.312500 Penalty: 3169.407959
	Iteration 31Q: 3 clusters Score -995958.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -995975.437500 Penalty: 3169.407959
	Iteration 32Q: 3 clusters Score -995975.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -995999.937500 Penalty: 3169.407959
	Iteration 33Q: 3 clusters Score -995999.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -996019.875000 Penalty: 3169.407959
	Iteration 34Q: 3 clusters Score -996019.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -996038.750000 Penalty: 3169.407959
	Iteration 35Q: 3 clusters Score -996038.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -996054.312500 Penalty: 3169.407959
	Iteration 36Q: 3 clusters Score -996054.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -996064.250000 Penalty: 3169.407959
	Iteration 37Q: 3 clusters Score -996064.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -996071.625000 Penalty: 3169.407959
	Iteration 38Q: 3 clusters Score -996071.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -996078.937500 Penalty: 3169.407959
	Iteration 39Q: 3 clusters Score -996078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -996082.687500 Penalty: 3169.407959
	Iteration 40F: 3 clusters Score -996082.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -996087.875000 Penalty: 3169.407959
	Iteration 41Q: 3 clusters Score -996087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -996091.500000 Penalty: 3169.407959
	Iteration 42Q: 3 clusters Score -996091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -996094.562500 Penalty: 3169.407959
	Iteration 43Q: 3 clusters Score -996094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -996094.062500 Penalty: 3169.407959
	Iteration 44Q: 3 clusters Score -996094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -996096.125000 Penalty: 3169.407959
	Iteration 45Q: 3 clusters Score -996096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -996096.062500 Penalty: 3169.407959
	Iteration 46Q: 3 clusters Score -996096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -996094.312500 Penalty: 3169.407959
	Iteration 47Q: 3 clusters Score -996094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -996095.000000 Penalty: 3169.407959
	Iteration 48Q: 3 clusters Score -996095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -996096.687500 Penalty: 3169.407959
	Iteration 49Q: 3 clusters Score -996096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -996096.812500 Penalty: 3169.407959
	Iteration 50Q: 3 clusters Score -996096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -996096.812500 Penalty: 3169.407959
	Iteration 51F: 3 clusters Score -996096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -174110.375000 Penalty: 1309.529541
	Iteration 0F: 2 clusters Score -174110.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -171271.062500 Penalty: 2619.059082
	Iteration 0F: 3 clusters Score -171271.1 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -172248.515625 Penalty: 2619.059082
	Iteration 1F: 3 clusters Score -172248.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -172760.953125 Penalty: 2619.059082
	Iteration 2F: 3 clusters Score -172761 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -173231.281250 Penalty: 2619.059082
	Iteration 3F: 3 clusters Score -173231.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -173454.734375 Penalty: 2619.059082
	Iteration 4F: 3 clusters Score -173454.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -173537.453125 Penalty: 2619.059082
	Iteration 5Q: 3 clusters Score -173537.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -173578.968750 Penalty: 2619.059082
	Iteration 6Q: 3 clusters Score -173579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173607.703125 Penalty: 2619.059082
	Iteration 7Q: 3 clusters Score -173607.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -173620.859375 Penalty: 2619.059082
	Iteration 8Q: 3 clusters Score -173620.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -173626.890625 Penalty: 2619.059082
	Iteration 9Q: 3 clusters Score -173626.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173629.671875 Penalty: 2619.059082
	Iteration 10Q: 3 clusters Score -173629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -173630.312500 Penalty: 2619.059082
	Iteration 11Q: 3 clusters Score -173630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -173633.187500 Penalty: 2619.059082
	Iteration 12Q: 3 clusters Score -173633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -173634.328125 Penalty: 2619.059082
	Iteration 13Q: 3 clusters Score -173634.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -173634.890625 Penalty: 2619.059082
	Iteration 14Q: 3 clusters Score -173634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -173636.171875 Penalty: 2619.059082
	Iteration 15Q: 3 clusters Score -173636.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -173638.203125 Penalty: 2619.059082
	Iteration 16Q: 3 clusters Score -173638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -173641.031250 Penalty: 2619.059082
	Iteration 17Q: 3 clusters Score -173641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -173641.265625 Penalty: 2619.059082
	Iteration 18Q: 3 clusters Score -173641.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -173641.609375 Penalty: 2619.059082
	Iteration 19Q: 3 clusters Score -173641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -173642.000000 Penalty: 2619.059082
	Iteration 20F: 3 clusters Score -173642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -173642.984375 Penalty: 2619.059082
	Iteration 21Q: 3 clusters Score -173643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -173643.687500 Penalty: 2619.059082
	Iteration 22Q: 3 clusters Score -173643.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -173643.687500 Penalty: 2619.059082
	Iteration 23F: 3 clusters Score -173643.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Entering Unmasked Estep 
Score: -798912.312500 Penalty: 1562.058350
	Iteration 0F: 2 clusters Score -798912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -788565.750000 Penalty: 3124.116699
	Iteration 0F: 3 clusters Score -788565.8 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -792412.937500 Penalty: 3124.116699
	Iteration 1F: 3 clusters Score -792412.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -792857.500000 Penalty: 3124.116699
	Iteration 2F: 3 clusters Score -792857.5 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -793369.125000 Penalty: 3124.116699
	Iteration 3F: 3 clusters Score -793369.1 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -794048.062500 Penalty: 3124.116699
	Iteration 4F: 3 clusters Score -794048.1 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -794826.125000 Penalty: 3124.116699
	Iteration 5F: 3 clusters Score -794826.1 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -795490.125000 Penalty: 3124.116699
	Iteration 6F: 3 clusters Score -795490.1 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -796000.000000 Penalty: 3124.116699
	Iteration 7F: 3 clusters Score -796000 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -796338.000000 Penalty: 3124.116699
	Iteration 8Q: 3 clusters Score -796338 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -796567.750000 Penalty: 3124.116699
	Iteration 9Q: 3 clusters Score -796567.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -796751.750000 Penalty: 3124.116699
	Iteration 10Q: 3 clusters Score -796751.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -796911.500000 Penalty: 3124.116699
	Iteration 11Q: 3 clusters Score -796911.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -797046.687500 Penalty: 3124.116699
	Iteration 12Q: 3 clusters Score -797046.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -797144.625000 Penalty: 3124.116699
	Iteration 13Q: 3 clusters Score -797144.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -797223.187500 Penalty: 3124.116699
	Iteration 14Q: 3 clusters Score -797223.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -797304.812500 Penalty: 3124.116699
	Iteration 15Q: 3 clusters Score -797304.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -797364.250000 Penalty: 3124.116699
	Iteration 16Q: 3 clusters Score -797364.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -797406.375000 Penalty: 3124.116699
	Iteration 17Q: 3 clusters Score -797406.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -797434.125000 Penalty: 3124.116699
	Iteration 18Q: 3 clusters Score -797434.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -797452.875000 Penalty: 3124.116699
	Iteration 19Q: 3 clusters Score -797452.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -797471.437500 Penalty: 3124.116699
	Iteration 20F: 3 clusters Score -797471.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -797479.687500 Penalty: 3124.116699
	Iteration 21Q: 3 clusters Score -797479.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -797496.562500 Penalty: 3124.116699
	Iteration 22Q: 3 clusters Score -797496.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -797511.062500 Penalty: 3124.116699
	Iteration 23Q: 3 clusters Score -797511.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -797529.375000 Penalty: 3124.116699
	Iteration 24Q: 3 clusters Score -797529.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -797538.687500 Penalty: 3124.116699
	Iteration 25Q: 3 clusters Score -797538.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -797552.250000 Penalty: 3124.116699
	Iteration 26Q: 3 clusters Score -797552.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -797563.250000 Penalty: 3124.116699
	Iteration 27Q: 3 clusters Score -797563.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -797572.937500 Penalty: 3124.116699
	Iteration 28Q: 3 clusters Score -797572.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -797584.562500 Penalty: 3124.116699
	Iteration 29Q: 3 clusters Score -797584.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -797594.187500 Penalty: 3124.116699
	Iteration 30Q: 3 clusters Score -797594.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -797601.437500 Penalty: 3124.116699
	Iteration 31Q: 3 clusters Score -797601.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -797605.937500 Penalty: 3124.116699
	Iteration 32Q: 3 clusters Score -797605.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -797607.437500 Penalty: 3124.116699
	Iteration 33Q: 3 clusters Score -797607.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -797615.750000 Penalty: 3124.116699
	Iteration 34Q: 3 clusters Score -797615.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -797620.375000 Penalty: 3124.116699
	Iteration 35Q: 3 clusters Score -797620.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -797623.750000 Penalty: 3124.116699
	Iteration 36Q: 3 clusters Score -797623.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -797628.062500 Penalty: 3124.116699
	Iteration 37Q: 3 clusters Score -797628.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -797632.000000 Penalty: 3124.116699
	Iteration 38Q: 3 clusters Score -797632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -797636.562500 Penalty: 3124.116699
	Iteration 39Q: 3 clusters Score -797636.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -797637.187500 Penalty: 3124.116699
	Iteration 40F: 3 clusters Score -797637.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -797639.062500 Penalty: 3124.116699
	Iteration 41Q: 3 clusters Score -797639.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -797642.437500 Penalty: 3124.116699
	Iteration 42Q: 3 clusters Score -797642.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -797646.562500 Penalty: 3124.116699
	Iteration 43Q: 3 clusters Score -797646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -797646.937500 Penalty: 3124.116699
	Iteration 44Q: 3 clusters Score -797646.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -797652.125000 Penalty: 3124.116699
	Iteration 45Q: 3 clusters Score -797652.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -797654.437500 Penalty: 3124.116699
	Iteration 46Q: 3 clusters Score -797654.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -797656.875000 Penalty: 3124.116699
	Iteration 47Q: 3 clusters Score -797656.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -797659.750000 Penalty: 3124.116699
	Iteration 48Q: 3 clusters Score -797659.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -797661.500000 Penalty: 3124.116699
	Iteration 49Q: 3 clusters Score -797661.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -797665.812500 Penalty: 3124.116699
	Iteration 50Q: 3 clusters Score -797665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -797667.125000 Penalty: 3124.116699
	Iteration 51Q: 3 clusters Score -797667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -797669.375000 Penalty: 3124.116699
	Iteration 52Q: 3 clusters Score -797669.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -797672.375000 Penalty: 3124.116699
	Iteration 53Q: 3 clusters Score -797672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -797672.625000 Penalty: 3124.116699
	Iteration 54Q: 3 clusters Score -797672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -797671.937500 Penalty: 3124.116699
	Iteration 55Q: 3 clusters Score -797671.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -797674.812500 Penalty: 3124.116699
	Iteration 56Q: 3 clusters Score -797674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -797675.000000 Penalty: 3124.116699
	Iteration 57Q: 3 clusters Score -797675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -797675.875000 Penalty: 3124.116699
	Iteration 58Q: 3 clusters Score -797675.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -797676.250000 Penalty: 3124.116699
	Iteration 59Q: 3 clusters Score -797676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -797677.375000 Penalty: 3124.116699
	Iteration 60F: 3 clusters Score -797677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -797679.875000 Penalty: 3124.116699
	Iteration 61Q: 3 clusters Score -797679.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -797679.562500 Penalty: 3124.116699
	Iteration 62Q: 3 clusters Score -797679.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -797683.500000 Penalty: 3124.116699
	Iteration 63Q: 3 clusters Score -797683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -797683.437500 Penalty: 3124.116699
	Iteration 64Q: 3 clusters Score -797683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -797683.937500 Penalty: 3124.116699
	Iteration 65Q: 3 clusters Score -797683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -797683.937500 Penalty: 3124.116699
	Iteration 66F: 3 clusters Score -797683.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Entering Unmasked Estep 
Score: -2378567.000000 Penalty: 1725.826904
	Iteration 0F: 2 clusters Score -2378567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2351214.500000 Penalty: 3451.653809
	Iteration 0F: 3 clusters Score -2351214 nChanged 19040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2361935.750000 Penalty: 3451.653809
	Iteration 1F: 3 clusters Score -2361936 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2362688.500000 Penalty: 3451.653809
	Iteration 2Q: 3 clusters Score -2362688 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2363550.500000 Penalty: 3451.653809
	Iteration 3F: 3 clusters Score -2363550 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2364513.500000 Penalty: 3451.653809
	Iteration 4F: 3 clusters Score -2364514 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2365614.750000 Penalty: 3451.653809
	Iteration 5F: 3 clusters Score -2365615 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2366862.500000 Penalty: 3451.653809
	Iteration 6F: 3 clusters Score -2366862 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -2367995.750000 Penalty: 3451.653809
	Iteration 7F: 3 clusters Score -2367996 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -2368905.750000 Penalty: 3451.653809
	Iteration 8Q: 3 clusters Score -2368906 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -2369719.750000 Penalty: 3451.653809
	Iteration 9Q: 3 clusters Score -2369720 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -2370478.250000 Penalty: 3451.653809
	Iteration 10Q: 3 clusters Score -2370478 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -2371253.750000 Penalty: 3451.653809
	Iteration 11Q: 3 clusters Score -2371254 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -2372184.250000 Penalty: 3451.653809
	Iteration 12Q: 3 clusters Score -2372184 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -2373038.000000 Penalty: 3451.653809
	Iteration 13Q: 3 clusters Score -2373038 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -2373823.500000 Penalty: 3451.653809
	Iteration 14Q: 3 clusters Score -2373824 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -2374521.250000 Penalty: 3451.653809
	Iteration 15Q: 3 clusters Score -2374521 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -2375157.500000 Penalty: 3451.653809
	Iteration 16Q: 3 clusters Score -2375158 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -2375681.000000 Penalty: 3451.653809
	Iteration 17Q: 3 clusters Score -2375681 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -2376063.750000 Penalty: 3451.653809
	Iteration 18Q: 3 clusters Score -2376064 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -2376352.000000 Penalty: 3451.653809
	Iteration 19Q: 3 clusters Score -2376352 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -2376530.250000 Penalty: 3451.653809
	Iteration 20F: 3 clusters Score -2376530 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -2376649.750000 Penalty: 3451.653809
	Iteration 21Q: 3 clusters Score -2376650 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -2376743.500000 Penalty: 3451.653809
	Iteration 22Q: 3 clusters Score -2376744 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -2376841.250000 Penalty: 3451.653809
	Iteration 23Q: 3 clusters Score -2376841 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -2376920.750000 Penalty: 3451.653809
	Iteration 24Q: 3 clusters Score -2376921 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -2376987.750000 Penalty: 3451.653809
	Iteration 25Q: 3 clusters Score -2376988 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -2377045.250000 Penalty: 3451.653809
	Iteration 26Q: 3 clusters Score -2377045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -2377099.000000 Penalty: 3451.653809
	Iteration 27Q: 3 clusters Score -2377099 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -2377139.750000 Penalty: 3451.653809
	Iteration 28Q: 3 clusters Score -2377140 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -2377169.750000 Penalty: 3451.653809
	Iteration 29Q: 3 clusters Score -2377170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -2377195.750000 Penalty: 3451.653809
	Iteration 30Q: 3 clusters Score -2377196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -2377235.750000 Penalty: 3451.653809
	Iteration 31Q: 3 clusters Score -2377236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -2377275.750000 Penalty: 3451.653809
	Iteration 32Q: 3 clusters Score -2377276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -2377291.000000 Penalty: 3451.653809
	Iteration 33Q: 3 clusters Score -2377291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -2377309.250000 Penalty: 3451.653809
	Iteration 34Q: 3 clusters Score -2377309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -2377312.250000 Penalty: 3451.653809
	Iteration 35Q: 3 clusters Score -2377312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -2377320.750000 Penalty: 3451.653809
	Iteration 36Q: 3 clusters Score -2377321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -2377325.000000 Penalty: 3451.653809
	Iteration 37Q: 3 clusters Score -2377325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -2377335.250000 Penalty: 3451.653809
	Iteration 38Q: 3 clusters Score -2377335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -2377334.000000 Penalty: 3451.653809
	Iteration 39Q: 3 clusters Score -2377334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -2377338.750000 Penalty: 3451.653809
	Iteration 40F: 3 clusters Score -2377339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -2377341.250000 Penalty: 3451.653809
	Iteration 41Q: 3 clusters Score -2377341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -2377342.250000 Penalty: 3451.653809
	Iteration 42Q: 3 clusters Score -2377342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -2377343.000000 Penalty: 3451.653809
	Iteration 43Q: 3 clusters Score -2377343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -2377344.250000 Penalty: 3451.653809
	Iteration 44Q: 3 clusters Score -2377344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -2377347.750000 Penalty: 3451.653809
	Iteration 45Q: 3 clusters Score -2377348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -2377349.250000 Penalty: 3451.653809
	Iteration 46Q: 3 clusters Score -2377349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -2377350.000000 Penalty: 3451.653809
	Iteration 47Q: 3 clusters Score -2377350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -2377352.500000 Penalty: 3451.653809
	Iteration 48Q: 3 clusters Score -2377352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -2377357.250000 Penalty: 3451.653809
	Iteration 49Q: 3 clusters Score -2377357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -2377355.000000 Penalty: 3451.653809
	Iteration 50Q: 3 clusters Score -2377355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -2377353.250000 Penalty: 3451.653809
	Iteration 51Q: 3 clusters Score -2377353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -2377354.750000 Penalty: 3451.653809
	Iteration 52Q: 3 clusters Score -2377355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -2377359.500000 Penalty: 3451.653809
	Iteration 53Q: 3 clusters Score -2377360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -2377361.750000 Penalty: 3451.653809
	Iteration 54Q: 3 clusters Score -2377362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -2377363.750000 Penalty: 3451.653809
	Iteration 55Q: 3 clusters Score -2377364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -2377366.750000 Penalty: 3451.653809
	Iteration 56Q: 3 clusters Score -2377367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -2377366.000000 Penalty: 3451.653809
	Iteration 57Q: 3 clusters Score -2377366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -2377366.000000 Penalty: 3451.653809
	Iteration 58F: 3 clusters Score -2377366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Entering Unmasked Estep 
Score: -895044.687500 Penalty: 1572.577881
	Iteration 0F: 2 clusters Score -895044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -883986.312500 Penalty: 3145.155762
	Iteration 0F: 3 clusters Score -883986.3 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -887753.000000 Penalty: 3145.155762
	Iteration 1F: 3 clusters Score -887753 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -888095.000000 Penalty: 3145.155762
	Iteration 2F: 3 clusters Score -888095 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -888427.437500 Penalty: 3145.155762
	Iteration 3F: 3 clusters Score -888427.4 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -888796.000000 Penalty: 3145.155762
	Iteration 4Q: 3 clusters Score -888796 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -889166.875000 Penalty: 3145.155762
	Iteration 5Q: 3 clusters Score -889166.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -889520.562500 Penalty: 3145.155762
	Iteration 6Q: 3 clusters Score -889520.6 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -889876.125000 Penalty: 3145.155762
	Iteration 7Q: 3 clusters Score -889876.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -890186.312500 Penalty: 3145.155762
	Iteration 8Q: 3 clusters Score -890186.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -890477.375000 Penalty: 3145.155762
	Iteration 9Q: 3 clusters Score -890477.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -890785.187500 Penalty: 3145.155762
	Iteration 10Q: 3 clusters Score -890785.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -891145.875000 Penalty: 3145.155762
	Iteration 11Q: 3 clusters Score -891145.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -891480.000000 Penalty: 3145.155762
	Iteration 12Q: 3 clusters Score -891480 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -891781.937500 Penalty: 3145.155762
	Iteration 13Q: 3 clusters Score -891781.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -892029.437500 Penalty: 3145.155762
	Iteration 14Q: 3 clusters Score -892029.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -892219.875000 Penalty: 3145.155762
	Iteration 15Q: 3 clusters Score -892219.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -892384.687500 Penalty: 3145.155762
	Iteration 16Q: 3 clusters Score -892384.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -892529.750000 Penalty: 3145.155762
	Iteration 17Q: 3 clusters Score -892529.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -892656.625000 Penalty: 3145.155762
	Iteration 18Q: 3 clusters Score -892656.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -892755.500000 Penalty: 3145.155762
	Iteration 19Q: 3 clusters Score -892755.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -892865.250000 Penalty: 3145.155762
	Iteration 20F: 3 clusters Score -892865.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -892988.937500 Penalty: 3145.155762
	Iteration 21Q: 3 clusters Score -892988.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -893121.437500 Penalty: 3145.155762
	Iteration 22Q: 3 clusters Score -893121.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -893267.312500 Penalty: 3145.155762
	Iteration 23Q: 3 clusters Score -893267.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -893413.375000 Penalty: 3145.155762
	Iteration 24Q: 3 clusters Score -893413.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -893610.250000 Penalty: 3145.155762
	Iteration 25Q: 3 clusters Score -893610.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -893826.750000 Penalty: 3145.155762
	Iteration 26Q: 3 clusters Score -893826.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -894041.250000 Penalty: 3145.155762
	Iteration 27Q: 3 clusters Score -894041.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -894228.312500 Penalty: 3145.155762
	Iteration 28Q: 3 clusters Score -894228.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -894364.750000 Penalty: 3145.155762
	Iteration 29Q: 3 clusters Score -894364.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -894463.937500 Penalty: 3145.155762
	Iteration 30Q: 3 clusters Score -894463.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -894522.875000 Penalty: 3145.155762
	Iteration 31Q: 3 clusters Score -894522.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -894569.125000 Penalty: 3145.155762
	Iteration 32Q: 3 clusters Score -894569.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -894604.625000 Penalty: 3145.155762
	Iteration 33Q: 3 clusters Score -894604.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -894637.875000 Penalty: 3145.155762
	Iteration 34Q: 3 clusters Score -894637.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -894665.187500 Penalty: 3145.155762
	Iteration 35Q: 3 clusters Score -894665.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -894686.625000 Penalty: 3145.155762
	Iteration 36Q: 3 clusters Score -894686.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -894705.562500 Penalty: 3145.155762
	Iteration 37Q: 3 clusters Score -894705.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -894720.187500 Penalty: 3145.155762
	Iteration 38Q: 3 clusters Score -894720.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -894734.937500 Penalty: 3145.155762
	Iteration 39Q: 3 clusters Score -894734.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -894760.187500 Penalty: 3145.155762
	Iteration 40F: 3 clusters Score -894760.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -894782.062500 Penalty: 3145.155762
	Iteration 41Q: 3 clusters Score -894782.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -894797.562500 Penalty: 3145.155762
	Iteration 42Q: 3 clusters Score -894797.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -894808.812500 Penalty: 3145.155762
	Iteration 43Q: 3 clusters Score -894808.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -894815.437500 Penalty: 3145.155762
	Iteration 44Q: 3 clusters Score -894815.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -894822.812500 Penalty: 3145.155762
	Iteration 45Q: 3 clusters Score -894822.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -894828.750000 Penalty: 3145.155762
	Iteration 46Q: 3 clusters Score -894828.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -894836.625000 Penalty: 3145.155762
	Iteration 47Q: 3 clusters Score -894836.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -894836.625000 Penalty: 3145.155762
	Iteration 48Q: 3 clusters Score -894836.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -894840.312500 Penalty: 3145.155762
	Iteration 49Q: 3 clusters Score -894840.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -894840.937500 Penalty: 3145.155762
	Iteration 50Q: 3 clusters Score -894840.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -894840.562500 Penalty: 3145.155762
	Iteration 51Q: 3 clusters Score -894840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -894842.250000 Penalty: 3145.155762
	Iteration 52Q: 3 clusters Score -894842.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -894845.812500 Penalty: 3145.155762
	Iteration 53Q: 3 clusters Score -894845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -894846.625000 Penalty: 3145.155762
	Iteration 54Q: 3 clusters Score -894846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -894846.000000 Penalty: 3145.155762
	Iteration 55Q: 3 clusters Score -894846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -894848.625000 Penalty: 3145.155762
	Iteration 56Q: 3 clusters Score -894848.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -894849.187500 Penalty: 3145.155762
	Iteration 57Q: 3 clusters Score -894849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -894850.062500 Penalty: 3145.155762
	Iteration 58Q: 3 clusters Score -894850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -894852.375000 Penalty: 3145.155762
	Iteration 59Q: 3 clusters Score -894852.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -894853.250000 Penalty: 3145.155762
	Iteration 60F: 3 clusters Score -894853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -894854.750000 Penalty: 3145.155762
	Iteration 61Q: 3 clusters Score -894854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -894855.750000 Penalty: 3145.155762
	Iteration 62Q: 3 clusters Score -894855.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -894860.125000 Penalty: 3145.155762
	Iteration 63Q: 3 clusters Score -894860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -894858.937500 Penalty: 3145.155762
	Iteration 64Q: 3 clusters Score -894858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -894861.000000 Penalty: 3145.155762
	Iteration 65Q: 3 clusters Score -894861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -894861.000000 Penalty: 3145.155762
	Iteration 66Q: 3 clusters Score -894861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -894860.937500 Penalty: 3145.155762
	Iteration 67Q: 3 clusters Score -894860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -894861.687500 Penalty: 3145.155762
	Iteration 68Q: 3 clusters Score -894861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -894861.812500 Penalty: 3145.155762
	Iteration 69Q: 3 clusters Score -894861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -894862.375000 Penalty: 3145.155762
	Iteration 70Q: 3 clusters Score -894862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -894862.687500 Penalty: 3145.155762
	Iteration 71Q: 3 clusters Score -894862.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -894862.687500 Penalty: 3145.155762
	Iteration 72F: 3 clusters Score -894862.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135509 members 
Entering Unmasked Estep 
Score: -7958650.500000 Penalty: 1920.228882
	Iteration 0F: 2 clusters Score -7958650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -7868151.500000 Penalty: 3840.457764
	Iteration 0F: 3 clusters Score -7868152 nChanged 64784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -7905544.500000 Penalty: 3840.457764
	Iteration 1F: 3 clusters Score -7905544 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -7906339.000000 Penalty: 3840.457764
	Iteration 2Q: 3 clusters Score -7906339 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -7907378.000000 Penalty: 3840.457764
	Iteration 3Q: 3 clusters Score -7907378 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -7908769.000000 Penalty: 3840.457764
	Iteration 4Q: 3 clusters Score -7908769 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -7910809.000000 Penalty: 3840.457764
	Iteration 5Q: 3 clusters Score -7910809 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -7913945.500000 Penalty: 3840.457764
	Iteration 6Q: 3 clusters Score -7913946 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -7918380.000000 Penalty: 3840.457764
	Iteration 7F: 3 clusters Score -7918380 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -7923794.000000 Penalty: 3840.457764
	Iteration 8F: 3 clusters Score -7923794 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -7929238.000000 Penalty: 3840.457764
	Iteration 9F: 3 clusters Score -7929238 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97997 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -7933905.000000 Penalty: 3840.457764
	Iteration 10F: 3 clusters Score -7933905 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102727 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -7937512.500000 Penalty: 3840.457764
	Iteration 11Q: 3 clusters Score -7937512 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -7940145.500000 Penalty: 3840.457764
	Iteration 12Q: 3 clusters Score -7940146 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110591 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -7942207.500000 Penalty: 3840.457764
	Iteration 13Q: 3 clusters Score -7942208 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -7944047.500000 Penalty: 3840.457764
	Iteration 14Q: 3 clusters Score -7944048 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -7945758.500000 Penalty: 3840.457764
	Iteration 15Q: 3 clusters Score -7945758 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120660 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -7947575.500000 Penalty: 3840.457764
	Iteration 16Q: 3 clusters Score -7947576 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123775 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -7949420.000000 Penalty: 3840.457764
	Iteration 17Q: 3 clusters Score -7949420 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126490 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -7951187.000000 Penalty: 3840.457764
	Iteration 18Q: 3 clusters Score -7951187 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128760 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -7952638.000000 Penalty: 3840.457764
	Iteration 19Q: 3 clusters Score -7952638 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -7953871.500000 Penalty: 3840.457764
	Iteration 20F: 3 clusters Score -7953872 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132127 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -7954814.000000 Penalty: 3840.457764
	Iteration 21Q: 3 clusters Score -7954814 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133246 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7955577.500000 Penalty: 3840.457764
	Iteration 22Q: 3 clusters Score -7955578 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134035 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7956099.000000 Penalty: 3840.457764
	Iteration 23Q: 3 clusters Score -7956099 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134501 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7956447.000000 Penalty: 3840.457764
	Iteration 24Q: 3 clusters Score -7956447 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134787 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7956663.000000 Penalty: 3840.457764
	Iteration 25Q: 3 clusters Score -7956663 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134945 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7956766.500000 Penalty: 3840.457764
	Iteration 26Q: 3 clusters Score -7956766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7956840.500000 Penalty: 3840.457764
	Iteration 27Q: 3 clusters Score -7956840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135096 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7956891.000000 Penalty: 3840.457764
	Iteration 28Q: 3 clusters Score -7956891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135132 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7956926.500000 Penalty: 3840.457764
	Iteration 29Q: 3 clusters Score -7956926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135154 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7956951.000000 Penalty: 3840.457764
	Iteration 30Q: 3 clusters Score -7956951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135176 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7956972.000000 Penalty: 3840.457764
	Iteration 31Q: 3 clusters Score -7956972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135190 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7956995.000000 Penalty: 3840.457764
	Iteration 32Q: 3 clusters Score -7956995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135197 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7957008.500000 Penalty: 3840.457764
	Iteration 33Q: 3 clusters Score -7957008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135204 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7957011.000000 Penalty: 3840.457764
	Iteration 34Q: 3 clusters Score -7957011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135206 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7957012.500000 Penalty: 3840.457764
	Iteration 35Q: 3 clusters Score -7957012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7957009.000000 Penalty: 3840.457764
	Iteration 36Q: 3 clusters Score -7957009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135212 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7957007.500000 Penalty: 3840.457764
	Iteration 37Q: 3 clusters Score -7957008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135214 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7957016.500000 Penalty: 3840.457764
	Iteration 38Q: 3 clusters Score -7957016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135214 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7957009.500000 Penalty: 3840.457764
	Iteration 39Q: 3 clusters Score -7957010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135216 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7957018.500000 Penalty: 3840.457764
	Iteration 40F: 3 clusters Score -7957018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135218 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7957023.500000 Penalty: 3840.457764
	Iteration 41Q: 3 clusters Score -7957024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135219 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7957034.000000 Penalty: 3840.457764
	Iteration 42Q: 3 clusters Score -7957034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7957036.500000 Penalty: 3840.457764
	Iteration 43Q: 3 clusters Score -7957036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7957036.500000 Penalty: 3840.457764
	Iteration 44F: 3 clusters Score -7957036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -139165.046875 Penalty: 1320.174438
	Iteration 0F: 2 clusters Score -139165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -136235.828125 Penalty: 2640.348877
	Iteration 0F: 3 clusters Score -136235.8 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -137143.312500 Penalty: 2640.348877
	Iteration 1F: 3 clusters Score -137143.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -137340.609375 Penalty: 2640.348877
	Iteration 2F: 3 clusters Score -137340.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -137471.890625 Penalty: 2640.348877
	Iteration 3F: 3 clusters Score -137471.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -137577.328125 Penalty: 2640.348877
	Iteration 4Q: 3 clusters Score -137577.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -137682.562500 Penalty: 2640.348877
	Iteration 5Q: 3 clusters Score -137682.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -137758.093750 Penalty: 2640.348877
	Iteration 6Q: 3 clusters Score -137758.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -137814.609375 Penalty: 2640.348877
	Iteration 7Q: 3 clusters Score -137814.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -137866.625000 Penalty: 2640.348877
	Iteration 8Q: 3 clusters Score -137866.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -137914.078125 Penalty: 2640.348877
	Iteration 9Q: 3 clusters Score -137914.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -137963.750000 Penalty: 2640.348877
	Iteration 10Q: 3 clusters Score -137963.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -138008.125000 Penalty: 2640.348877
	Iteration 11Q: 3 clusters Score -138008.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -138051.734375 Penalty: 2640.348877
	Iteration 12Q: 3 clusters Score -138051.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -138085.640625 Penalty: 2640.348877
	Iteration 13Q: 3 clusters Score -138085.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -138116.390625 Penalty: 2640.348877
	Iteration 14Q: 3 clusters Score -138116.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -138144.203125 Penalty: 2640.348877
	Iteration 15Q: 3 clusters Score -138144.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -138162.218750 Penalty: 2640.348877
	Iteration 16Q: 3 clusters Score -138162.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -138180.812500 Penalty: 2640.348877
	Iteration 17Q: 3 clusters Score -138180.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -138201.375000 Penalty: 2640.348877
	Iteration 18Q: 3 clusters Score -138201.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -138247.484375 Penalty: 2640.348877
	Iteration 19Q: 3 clusters Score -138247.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -138308.671875 Penalty: 2640.348877
	Iteration 20F: 3 clusters Score -138308.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -138375.562500 Penalty: 2640.348877
	Iteration 21Q: 3 clusters Score -138375.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -138451.453125 Penalty: 2640.348877
	Iteration 22Q: 3 clusters Score -138451.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -138498.984375 Penalty: 2640.348877
	Iteration 23Q: 3 clusters Score -138499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -138527.671875 Penalty: 2640.348877
	Iteration 24Q: 3 clusters Score -138527.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -138547.078125 Penalty: 2640.348877
	Iteration 25Q: 3 clusters Score -138547.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -138562.640625 Penalty: 2640.348877
	Iteration 26Q: 3 clusters Score -138562.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -138577.546875 Penalty: 2640.348877
	Iteration 27Q: 3 clusters Score -138577.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -138585.156250 Penalty: 2640.348877
	Iteration 28Q: 3 clusters Score -138585.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -138593.781250 Penalty: 2640.348877
	Iteration 29Q: 3 clusters Score -138593.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -138600.218750 Penalty: 2640.348877
	Iteration 30Q: 3 clusters Score -138600.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -138611.953125 Penalty: 2640.348877
	Iteration 31Q: 3 clusters Score -138612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -138621.062500 Penalty: 2640.348877
	Iteration 32Q: 3 clusters Score -138621.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -138628.703125 Penalty: 2640.348877
	Iteration 33Q: 3 clusters Score -138628.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -138638.062500 Penalty: 2640.348877
	Iteration 34Q: 3 clusters Score -138638.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -138646.484375 Penalty: 2640.348877
	Iteration 35Q: 3 clusters Score -138646.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -138653.781250 Penalty: 2640.348877
	Iteration 36Q: 3 clusters Score -138653.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -138662.906250 Penalty: 2640.348877
	Iteration 37Q: 3 clusters Score -138662.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -138671.375000 Penalty: 2640.348877
	Iteration 38Q: 3 clusters Score -138671.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -138680.046875 Penalty: 2640.348877
	Iteration 39Q: 3 clusters Score -138680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -138686.390625 Penalty: 2640.348877
	Iteration 40F: 3 clusters Score -138686.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -138689.703125 Penalty: 2640.348877
	Iteration 41Q: 3 clusters Score -138689.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -138691.312500 Penalty: 2640.348877
	Iteration 42Q: 3 clusters Score -138691.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -138692.906250 Penalty: 2640.348877
	Iteration 43Q: 3 clusters Score -138692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -138693.187500 Penalty: 2640.348877
	Iteration 44Q: 3 clusters Score -138693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -138693.562500 Penalty: 2640.348877
	Iteration 45Q: 3 clusters Score -138693.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -138693.640625 Penalty: 2640.348877
	Iteration 46Q: 3 clusters Score -138693.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -138693.875000 Penalty: 2640.348877
	Iteration 47Q: 3 clusters Score -138693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -138693.875000 Penalty: 2640.348877
	Iteration 48F: 3 clusters Score -138693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -175811.609375 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -175811.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -173190.593750 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -173190.6 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -173774.953125 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -173775 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -173916.796875 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -173916.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -173983.468750 Penalty: 2579.530762
	Iteration 3Q: 3 clusters Score -173983.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -174032.875000 Penalty: 2579.530762
	Iteration 4Q: 3 clusters Score -174032.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -174078.078125 Penalty: 2579.530762
	Iteration 5Q: 3 clusters Score -174078.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -174114.812500 Penalty: 2579.530762
	Iteration 6Q: 3 clusters Score -174114.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -174143.921875 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -174143.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -174171.296875 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -174171.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -174207.531250 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -174207.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -174248.843750 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -174248.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -174289.734375 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -174289.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -174326.484375 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -174326.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -174358.015625 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -174358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -174389.156250 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -174389.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -174413.875000 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -174413.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -174452.765625 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -174452.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -174487.187500 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -174487.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -174510.562500 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -174510.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -174534.046875 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -174534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -174550.437500 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -174550.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -174566.250000 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -174566.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -174578.562500 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -174578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -174588.625000 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -174588.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -174594.125000 Penalty: 2579.530762
	Iteration 24Q: 3 clusters Score -174594.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -174607.062500 Penalty: 2579.530762
	Iteration 25Q: 3 clusters Score -174607.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -174618.343750 Penalty: 2579.530762
	Iteration 26Q: 3 clusters Score -174618.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -174631.640625 Penalty: 2579.530762
	Iteration 27Q: 3 clusters Score -174631.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -174644.890625 Penalty: 2579.530762
	Iteration 28Q: 3 clusters Score -174644.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -174654.062500 Penalty: 2579.530762
	Iteration 29Q: 3 clusters Score -174654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -174664.468750 Penalty: 2579.530762
	Iteration 30Q: 3 clusters Score -174664.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -174670.343750 Penalty: 2579.530762
	Iteration 31Q: 3 clusters Score -174670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -174673.343750 Penalty: 2579.530762
	Iteration 32Q: 3 clusters Score -174673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -174677.656250 Penalty: 2579.530762
	Iteration 33Q: 3 clusters Score -174677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -174683.234375 Penalty: 2579.530762
	Iteration 34Q: 3 clusters Score -174683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -174685.859375 Penalty: 2579.530762
	Iteration 35Q: 3 clusters Score -174685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -174687.578125 Penalty: 2579.530762
	Iteration 36Q: 3 clusters Score -174687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -174690.015625 Penalty: 2579.530762
	Iteration 37Q: 3 clusters Score -174690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -174692.937500 Penalty: 2579.530762
	Iteration 38Q: 3 clusters Score -174692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -174694.812500 Penalty: 2579.530762
	Iteration 39Q: 3 clusters Score -174694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -174698.281250 Penalty: 2579.530762
	Iteration 40F: 3 clusters Score -174698.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -174699.265625 Penalty: 2579.530762
	Iteration 41Q: 3 clusters Score -174699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -174700.187500 Penalty: 2579.530762
	Iteration 42Q: 3 clusters Score -174700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -174700.187500 Penalty: 2579.530762
	Iteration 43F: 3 clusters Score -174700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Entering Unmasked Estep 
Score: -300033.781250 Penalty: 1390.167114
	Iteration 0F: 2 clusters Score -300033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -295924.468750 Penalty: 2780.334229
	Iteration 0F: 3 clusters Score -295924.5 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -297180.718750 Penalty: 2780.334229
	Iteration 1F: 3 clusters Score -297180.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -297433.312500 Penalty: 2780.334229
	Iteration 2F: 3 clusters Score -297433.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -297623.468750 Penalty: 2780.334229
	Iteration 3F: 3 clusters Score -297623.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -297773.968750 Penalty: 2780.334229
	Iteration 4Q: 3 clusters Score -297774 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -297926.500000 Penalty: 2780.334229
	Iteration 5Q: 3 clusters Score -297926.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -298069.125000 Penalty: 2780.334229
	Iteration 6Q: 3 clusters Score -298069.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -298225.437500 Penalty: 2780.334229
	Iteration 7Q: 3 clusters Score -298225.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -298372.375000 Penalty: 2780.334229
	Iteration 8Q: 3 clusters Score -298372.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -298526.718750 Penalty: 2780.334229
	Iteration 9Q: 3 clusters Score -298526.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -298665.343750 Penalty: 2780.334229
	Iteration 10Q: 3 clusters Score -298665.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -298827.062500 Penalty: 2780.334229
	Iteration 11Q: 3 clusters Score -298827.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -299004.437500 Penalty: 2780.334229
	Iteration 12Q: 3 clusters Score -299004.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -299158.250000 Penalty: 2780.334229
	Iteration 13Q: 3 clusters Score -299158.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -299243.687500 Penalty: 2780.334229
	Iteration 14Q: 3 clusters Score -299243.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -299282.531250 Penalty: 2780.334229
	Iteration 15Q: 3 clusters Score -299282.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -299305.531250 Penalty: 2780.334229
	Iteration 16Q: 3 clusters Score -299305.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -299315.250000 Penalty: 2780.334229
	Iteration 17Q: 3 clusters Score -299315.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -299319.468750 Penalty: 2780.334229
	Iteration 18Q: 3 clusters Score -299319.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -299321.718750 Penalty: 2780.334229
	Iteration 19Q: 3 clusters Score -299321.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -299322.656250 Penalty: 2780.334229
	Iteration 20F: 3 clusters Score -299322.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -299325.281250 Penalty: 2780.334229
	Iteration 21Q: 3 clusters Score -299325.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -299326.312500 Penalty: 2780.334229
	Iteration 22Q: 3 clusters Score -299326.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -299326.687500 Penalty: 2780.334229
	Iteration 23Q: 3 clusters Score -299326.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -299327.656250 Penalty: 2780.334229
	Iteration 24Q: 3 clusters Score -299327.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -299327.781250 Penalty: 2780.334229
	Iteration 25Q: 3 clusters Score -299327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -299328.968750 Penalty: 2780.334229
	Iteration 26Q: 3 clusters Score -299329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -299329.562500 Penalty: 2780.334229
	Iteration 27Q: 3 clusters Score -299329.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -299329.593750 Penalty: 2780.334229
	Iteration 28Q: 3 clusters Score -299329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -299330.000000 Penalty: 2780.334229
	Iteration 29Q: 3 clusters Score -299330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -299332.593750 Penalty: 2780.334229
	Iteration 30Q: 3 clusters Score -299332.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -299337.375000 Penalty: 2780.334229
	Iteration 31Q: 3 clusters Score -299337.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -299343.375000 Penalty: 2780.334229
	Iteration 32Q: 3 clusters Score -299343.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -299347.718750 Penalty: 2780.334229
	Iteration 33Q: 3 clusters Score -299347.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -299350.593750 Penalty: 2780.334229
	Iteration 34Q: 3 clusters Score -299350.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -299352.000000 Penalty: 2780.334229
	Iteration 35Q: 3 clusters Score -299352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -299352.500000 Penalty: 2780.334229
	Iteration 36Q: 3 clusters Score -299352.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -299352.468750 Penalty: 2780.334229
	Iteration 37Q: 3 clusters Score -299352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -299354.593750 Penalty: 2780.334229
	Iteration 38Q: 3 clusters Score -299354.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -299355.437500 Penalty: 2780.334229
	Iteration 39Q: 3 clusters Score -299355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -299356.781250 Penalty: 2780.334229
	Iteration 40F: 3 clusters Score -299356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -299356.812500 Penalty: 2780.334229
	Iteration 41Q: 3 clusters Score -299356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -299357.375000 Penalty: 2780.334229
	Iteration 42Q: 3 clusters Score -299357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -299357.718750 Penalty: 2780.334229
	Iteration 43Q: 3 clusters Score -299357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -299358.406250 Penalty: 2780.334229
	Iteration 44Q: 3 clusters Score -299358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -299358.968750 Penalty: 2780.334229
	Iteration 45Q: 3 clusters Score -299359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -299358.687500 Penalty: 2780.334229
	Iteration 46Q: 3 clusters Score -299358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -299360.093750 Penalty: 2780.334229
	Iteration 47Q: 3 clusters Score -299360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -299360.218750 Penalty: 2780.334229
	Iteration 48Q: 3 clusters Score -299360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -299361.031250 Penalty: 2780.334229
	Iteration 49Q: 3 clusters Score -299361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -299360.750000 Penalty: 2780.334229
	Iteration 50Q: 3 clusters Score -299360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -299360.750000 Penalty: 2780.334229
	Iteration 51F: 3 clusters Score -299360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Entering Unmasked Estep 
Score: -2669355.500000 Penalty: 1739.896729
	Iteration 0F: 2 clusters Score -2669356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2639541.750000 Penalty: 3479.793457
	Iteration 0F: 3 clusters Score -2639542 nChanged 20916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2651034.500000 Penalty: 3479.793457
	Iteration 1F: 3 clusters Score -2651034 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2651537.500000 Penalty: 3479.793457
	Iteration 2Q: 3 clusters Score -2651538 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2652125.500000 Penalty: 3479.793457
	Iteration 3Q: 3 clusters Score -2652126 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -2652894.250000 Penalty: 3479.793457
	Iteration 4Q: 3 clusters Score -2652894 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -2653966.000000 Penalty: 3479.793457
	Iteration 5Q: 3 clusters Score -2653966 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -2655386.500000 Penalty: 3479.793457
	Iteration 6F: 3 clusters Score -2655386 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -2657109.750000 Penalty: 3479.793457
	Iteration 7F: 3 clusters Score -2657110 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -2659083.500000 Penalty: 3479.793457
	Iteration 8F: 3 clusters Score -2659084 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -2660927.500000 Penalty: 3479.793457
	Iteration 9F: 3 clusters Score -2660928 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -2662483.750000 Penalty: 3479.793457
	Iteration 10Q: 3 clusters Score -2662484 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -2663637.000000 Penalty: 3479.793457
	Iteration 11Q: 3 clusters Score -2663637 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -2664616.500000 Penalty: 3479.793457
	Iteration 12Q: 3 clusters Score -2664616 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -2665345.250000 Penalty: 3479.793457
	Iteration 13Q: 3 clusters Score -2665345 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -2665970.250000 Penalty: 3479.793457
	Iteration 14Q: 3 clusters Score -2665970 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -2666478.000000 Penalty: 3479.793457
	Iteration 15Q: 3 clusters Score -2666478 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -2666857.250000 Penalty: 3479.793457
	Iteration 16Q: 3 clusters Score -2666857 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -2667130.000000 Penalty: 3479.793457
	Iteration 17Q: 3 clusters Score -2667130 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -2667325.750000 Penalty: 3479.793457
	Iteration 18Q: 3 clusters Score -2667326 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -2667472.000000 Penalty: 3479.793457
	Iteration 19Q: 3 clusters Score -2667472 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -2667600.000000 Penalty: 3479.793457
	Iteration 20F: 3 clusters Score -2667600 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -2667671.000000 Penalty: 3479.793457
	Iteration 21Q: 3 clusters Score -2667671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -2667724.250000 Penalty: 3479.793457
	Iteration 22Q: 3 clusters Score -2667724 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -2667772.750000 Penalty: 3479.793457
	Iteration 23Q: 3 clusters Score -2667773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -2667796.250000 Penalty: 3479.793457
	Iteration 24Q: 3 clusters Score -2667796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -2667809.250000 Penalty: 3479.793457
	Iteration 25Q: 3 clusters Score -2667809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -2667824.250000 Penalty: 3479.793457
	Iteration 26Q: 3 clusters Score -2667824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -2667847.000000 Penalty: 3479.793457
	Iteration 27Q: 3 clusters Score -2667847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -2667852.750000 Penalty: 3479.793457
	Iteration 28Q: 3 clusters Score -2667853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -2667859.500000 Penalty: 3479.793457
	Iteration 29Q: 3 clusters Score -2667860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -2667873.000000 Penalty: 3479.793457
	Iteration 30Q: 3 clusters Score -2667873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -2667883.750000 Penalty: 3479.793457
	Iteration 31Q: 3 clusters Score -2667884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -2667892.250000 Penalty: 3479.793457
	Iteration 32Q: 3 clusters Score -2667892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -2667901.250000 Penalty: 3479.793457
	Iteration 33Q: 3 clusters Score -2667901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -2667903.750000 Penalty: 3479.793457
	Iteration 34Q: 3 clusters Score -2667904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -2667907.500000 Penalty: 3479.793457
	Iteration 35Q: 3 clusters Score -2667908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -2667907.250000 Penalty: 3479.793457
	Iteration 36Q: 3 clusters Score -2667907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -2667912.250000 Penalty: 3479.793457
	Iteration 37Q: 3 clusters Score -2667912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -2667914.750000 Penalty: 3479.793457
	Iteration 38Q: 3 clusters Score -2667915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -2667920.000000 Penalty: 3479.793457
	Iteration 39Q: 3 clusters Score -2667920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -2667919.000000 Penalty: 3479.793457
	Iteration 40F: 3 clusters Score -2667919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -2667927.250000 Penalty: 3479.793457
	Iteration 41Q: 3 clusters Score -2667927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -2667929.500000 Penalty: 3479.793457
	Iteration 42Q: 3 clusters Score -2667930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -2667931.250000 Penalty: 3479.793457
	Iteration 43Q: 3 clusters Score -2667931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -2667931.250000 Penalty: 3479.793457
	Iteration 44F: 3 clusters Score -2667931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -93020.351562 Penalty: 1220.266968
	Iteration 0F: 2 clusters Score -93020.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -91096.296875 Penalty: 2440.533936
	Iteration 0F: 3 clusters Score -91096.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -91653.906250 Penalty: 2440.533936
	Iteration 1F: 3 clusters Score -91653.91 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -91890.812500 Penalty: 2440.533936
	Iteration 2F: 3 clusters Score -91890.81 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -92023.445312 Penalty: 2440.533936
	Iteration 3F: 3 clusters Score -92023.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -92095.242188 Penalty: 2440.533936
	Iteration 4Q: 3 clusters Score -92095.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -92150.351562 Penalty: 2440.533936
	Iteration 5Q: 3 clusters Score -92150.35 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -92194.273438 Penalty: 2440.533936
	Iteration 6Q: 3 clusters Score -92194.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -92223.789062 Penalty: 2440.533936
	Iteration 7Q: 3 clusters Score -92223.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -92245.039062 Penalty: 2440.533936
	Iteration 8Q: 3 clusters Score -92245.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -92258.906250 Penalty: 2440.533936
	Iteration 9Q: 3 clusters Score -92258.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -92268.156250 Penalty: 2440.533936
	Iteration 10Q: 3 clusters Score -92268.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -92275.406250 Penalty: 2440.533936
	Iteration 11Q: 3 clusters Score -92275.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -92280.867188 Penalty: 2440.533936
	Iteration 12Q: 3 clusters Score -92280.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -92284.812500 Penalty: 2440.533936
	Iteration 13Q: 3 clusters Score -92284.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -92293.429688 Penalty: 2440.533936
	Iteration 14Q: 3 clusters Score -92293.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -92300.718750 Penalty: 2440.533936
	Iteration 15Q: 3 clusters Score -92300.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -92304.859375 Penalty: 2440.533936
	Iteration 16Q: 3 clusters Score -92304.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -92306.734375 Penalty: 2440.533936
	Iteration 17Q: 3 clusters Score -92306.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -92307.328125 Penalty: 2440.533936
	Iteration 18Q: 3 clusters Score -92307.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -92308.304688 Penalty: 2440.533936
	Iteration 19Q: 3 clusters Score -92308.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -92309.125000 Penalty: 2440.533936
	Iteration 20F: 3 clusters Score -92309.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -92310.734375 Penalty: 2440.533936
	Iteration 21Q: 3 clusters Score -92310.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -92312.000000 Penalty: 2440.533936
	Iteration 22Q: 3 clusters Score -92312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -92312.953125 Penalty: 2440.533936
	Iteration 23Q: 3 clusters Score -92312.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -92313.539062 Penalty: 2440.533936
	Iteration 24Q: 3 clusters Score -92313.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -92314.867188 Penalty: 2440.533936
	Iteration 25Q: 3 clusters Score -92314.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -92315.148438 Penalty: 2440.533936
	Iteration 26Q: 3 clusters Score -92315.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -92315.500000 Penalty: 2440.533936
	Iteration 27Q: 3 clusters Score -92315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -92315.609375 Penalty: 2440.533936
	Iteration 28Q: 3 clusters Score -92315.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -92315.609375 Penalty: 2440.533936
	Iteration 29F: 3 clusters Score -92315.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -744510.312500 Penalty: 1547.991089
	Iteration 0F: 2 clusters Score -744510.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -735051.500000 Penalty: 3095.982178
	Iteration 0F: 3 clusters Score -735051.5 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -738174.125000 Penalty: 3095.982178
	Iteration 1F: 3 clusters Score -738174.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -738473.125000 Penalty: 3095.982178
	Iteration 2F: 3 clusters Score -738473.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -738762.250000 Penalty: 3095.982178
	Iteration 3Q: 3 clusters Score -738762.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -739023.125000 Penalty: 3095.982178
	Iteration 4Q: 3 clusters Score -739023.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -739305.687500 Penalty: 3095.982178
	Iteration 5Q: 3 clusters Score -739305.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -739635.000000 Penalty: 3095.982178
	Iteration 6Q: 3 clusters Score -739635 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -740063.875000 Penalty: 3095.982178
	Iteration 7F: 3 clusters Score -740063.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -740548.687500 Penalty: 3095.982178
	Iteration 8F: 3 clusters Score -740548.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -741006.562500 Penalty: 3095.982178
	Iteration 9Q: 3 clusters Score -741006.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -741452.750000 Penalty: 3095.982178
	Iteration 10Q: 3 clusters Score -741452.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -741837.062500 Penalty: 3095.982178
	Iteration 11Q: 3 clusters Score -741837.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -742112.312500 Penalty: 3095.982178
	Iteration 12Q: 3 clusters Score -742112.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -742370.187500 Penalty: 3095.982178
	Iteration 13Q: 3 clusters Score -742370.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -742587.000000 Penalty: 3095.982178
	Iteration 14Q: 3 clusters Score -742587 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -742770.250000 Penalty: 3095.982178
	Iteration 15Q: 3 clusters Score -742770.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -742924.000000 Penalty: 3095.982178
	Iteration 16Q: 3 clusters Score -742924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -743077.125000 Penalty: 3095.982178
	Iteration 17Q: 3 clusters Score -743077.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -743227.125000 Penalty: 3095.982178
	Iteration 18Q: 3 clusters Score -743227.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -743351.312500 Penalty: 3095.982178
	Iteration 19Q: 3 clusters Score -743351.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -743441.562500 Penalty: 3095.982178
	Iteration 20F: 3 clusters Score -743441.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -743518.562500 Penalty: 3095.982178
	Iteration 21Q: 3 clusters Score -743518.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -743568.125000 Penalty: 3095.982178
	Iteration 22Q: 3 clusters Score -743568.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -743614.750000 Penalty: 3095.982178
	Iteration 23Q: 3 clusters Score -743614.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -743648.812500 Penalty: 3095.982178
	Iteration 24Q: 3 clusters Score -743648.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -743663.875000 Penalty: 3095.982178
	Iteration 25Q: 3 clusters Score -743663.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -743675.437500 Penalty: 3095.982178
	Iteration 26Q: 3 clusters Score -743675.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -743681.812500 Penalty: 3095.982178
	Iteration 27Q: 3 clusters Score -743681.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -743688.187500 Penalty: 3095.982178
	Iteration 28Q: 3 clusters Score -743688.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -743693.437500 Penalty: 3095.982178
	Iteration 29Q: 3 clusters Score -743693.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -743694.375000 Penalty: 3095.982178
	Iteration 30Q: 3 clusters Score -743694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -743692.875000 Penalty: 3095.982178
	Iteration 31Q: 3 clusters Score -743692.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -743694.562500 Penalty: 3095.982178
	Iteration 32Q: 3 clusters Score -743694.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -743697.562500 Penalty: 3095.982178
	Iteration 33Q: 3 clusters Score -743697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -743698.937500 Penalty: 3095.982178
	Iteration 34Q: 3 clusters Score -743698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -743700.375000 Penalty: 3095.982178
	Iteration 35Q: 3 clusters Score -743700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -743700.000000 Penalty: 3095.982178
	Iteration 36Q: 3 clusters Score -743700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -743700.000000 Penalty: 3095.982178
	Iteration 37F: 3 clusters Score -743700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Entering Unmasked Estep 
Score: -550967.125000 Penalty: 1494.075928
	Iteration 0F: 2 clusters Score -550967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -543874.812500 Penalty: 2988.151855
	Iteration 0F: 3 clusters Score -543874.8 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -546295.812500 Penalty: 2988.151855
	Iteration 1F: 3 clusters Score -546295.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -546642.687500 Penalty: 2988.151855
	Iteration 2F: 3 clusters Score -546642.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -546957.437500 Penalty: 2988.151855
	Iteration 3F: 3 clusters Score -546957.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -547289.437500 Penalty: 2988.151855
	Iteration 4F: 3 clusters Score -547289.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -547590.875000 Penalty: 2988.151855
	Iteration 5Q: 3 clusters Score -547590.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -547899.687500 Penalty: 2988.151855
	Iteration 6Q: 3 clusters Score -547899.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -548172.437500 Penalty: 2988.151855
	Iteration 7Q: 3 clusters Score -548172.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -548394.187500 Penalty: 2988.151855
	Iteration 8Q: 3 clusters Score -548394.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -548604.812500 Penalty: 2988.151855
	Iteration 9Q: 3 clusters Score -548604.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -548796.250000 Penalty: 2988.151855
	Iteration 10Q: 3 clusters Score -548796.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -548962.500000 Penalty: 2988.151855
	Iteration 11Q: 3 clusters Score -548962.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -549113.437500 Penalty: 2988.151855
	Iteration 12Q: 3 clusters Score -549113.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -549233.375000 Penalty: 2988.151855
	Iteration 13Q: 3 clusters Score -549233.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -549300.562500 Penalty: 2988.151855
	Iteration 14Q: 3 clusters Score -549300.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -549343.562500 Penalty: 2988.151855
	Iteration 15Q: 3 clusters Score -549343.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -549374.125000 Penalty: 2988.151855
	Iteration 16Q: 3 clusters Score -549374.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -549399.312500 Penalty: 2988.151855
	Iteration 17Q: 3 clusters Score -549399.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -549414.937500 Penalty: 2988.151855
	Iteration 18Q: 3 clusters Score -549414.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -549434.625000 Penalty: 2988.151855
	Iteration 19Q: 3 clusters Score -549434.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -549444.687500 Penalty: 2988.151855
	Iteration 20F: 3 clusters Score -549444.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -549452.500000 Penalty: 2988.151855
	Iteration 21Q: 3 clusters Score -549452.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -549459.187500 Penalty: 2988.151855
	Iteration 22Q: 3 clusters Score -549459.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -549467.562500 Penalty: 2988.151855
	Iteration 23Q: 3 clusters Score -549467.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -549475.000000 Penalty: 2988.151855
	Iteration 24Q: 3 clusters Score -549475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -549485.187500 Penalty: 2988.151855
	Iteration 25Q: 3 clusters Score -549485.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -549492.500000 Penalty: 2988.151855
	Iteration 26Q: 3 clusters Score -549492.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -549497.437500 Penalty: 2988.151855
	Iteration 27Q: 3 clusters Score -549497.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -549504.687500 Penalty: 2988.151855
	Iteration 28Q: 3 clusters Score -549504.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -549510.500000 Penalty: 2988.151855
	Iteration 29Q: 3 clusters Score -549510.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -549514.875000 Penalty: 2988.151855
	Iteration 30Q: 3 clusters Score -549514.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -549522.375000 Penalty: 2988.151855
	Iteration 31Q: 3 clusters Score -549522.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -549531.250000 Penalty: 2988.151855
	Iteration 32Q: 3 clusters Score -549531.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -549536.500000 Penalty: 2988.151855
	Iteration 33Q: 3 clusters Score -549536.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -549543.312500 Penalty: 2988.151855
	Iteration 34Q: 3 clusters Score -549543.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -549545.750000 Penalty: 2988.151855
	Iteration 35Q: 3 clusters Score -549545.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -549550.437500 Penalty: 2988.151855
	Iteration 36Q: 3 clusters Score -549550.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -549551.875000 Penalty: 2988.151855
	Iteration 37Q: 3 clusters Score -549551.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -549554.625000 Penalty: 2988.151855
	Iteration 38Q: 3 clusters Score -549554.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -549557.187500 Penalty: 2988.151855
	Iteration 39Q: 3 clusters Score -549557.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -549560.062500 Penalty: 2988.151855
	Iteration 40F: 3 clusters Score -549560.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -549562.187500 Penalty: 2988.151855
	Iteration 41Q: 3 clusters Score -549562.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -549562.312500 Penalty: 2988.151855
	Iteration 42Q: 3 clusters Score -549562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -549563.500000 Penalty: 2988.151855
	Iteration 43Q: 3 clusters Score -549563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -549565.125000 Penalty: 2988.151855
	Iteration 44Q: 3 clusters Score -549565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -549565.187500 Penalty: 2988.151855
	Iteration 45Q: 3 clusters Score -549565.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -549565.812500 Penalty: 2988.151855
	Iteration 46Q: 3 clusters Score -549565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -549565.875000 Penalty: 2988.151855
	Iteration 47Q: 3 clusters Score -549565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -549565.250000 Penalty: 2988.151855
	Iteration 48Q: 3 clusters Score -549565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -549565.937500 Penalty: 2988.151855
	Iteration 49Q: 3 clusters Score -549565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -549566.687500 Penalty: 2988.151855
	Iteration 50Q: 3 clusters Score -549566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -549567.562500 Penalty: 2988.151855
	Iteration 51Q: 3 clusters Score -549567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -549567.312500 Penalty: 2988.151855
	Iteration 52Q: 3 clusters Score -549567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -549567.000000 Penalty: 2988.151855
	Iteration 53Q: 3 clusters Score -549567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -549567.437500 Penalty: 2988.151855
	Iteration 54Q: 3 clusters Score -549567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -549568.062500 Penalty: 2988.151855
	Iteration 55Q: 3 clusters Score -549568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -549569.187500 Penalty: 2988.151855
	Iteration 56Q: 3 clusters Score -549569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -549569.250000 Penalty: 2988.151855
	Iteration 57Q: 3 clusters Score -549569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -549569.125000 Penalty: 2988.151855
	Iteration 58Q: 3 clusters Score -549569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -549570.062500 Penalty: 2988.151855
	Iteration 59Q: 3 clusters Score -549570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -549571.250000 Penalty: 2988.151855
	Iteration 60F: 3 clusters Score -549571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -549570.625000 Penalty: 2988.151855
	Iteration 61Q: 3 clusters Score -549570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -549571.125000 Penalty: 2988.151855
	Iteration 62Q: 3 clusters Score -549571.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -549573.062500 Penalty: 2988.151855
	Iteration 63Q: 3 clusters Score -549573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -549573.062500 Penalty: 2988.151855
	Iteration 64Q: 3 clusters Score -549573.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -549573.687500 Penalty: 2988.151855
	Iteration 65Q: 3 clusters Score -549573.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -549574.875000 Penalty: 2988.151855
	Iteration 66Q: 3 clusters Score -549574.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -549576.062500 Penalty: 2988.151855
	Iteration 67Q: 3 clusters Score -549576.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -549577.500000 Penalty: 2988.151855
	Iteration 68Q: 3 clusters Score -549577.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -549579.062500 Penalty: 2988.151855
	Iteration 69Q: 3 clusters Score -549579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -549579.625000 Penalty: 2988.151855
	Iteration 70Q: 3 clusters Score -549579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -549581.250000 Penalty: 2988.151855
	Iteration 71Q: 3 clusters Score -549581.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -549582.187500 Penalty: 2988.151855
	Iteration 72Q: 3 clusters Score -549582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -549581.375000 Penalty: 2988.151855
	Iteration 73Q: 3 clusters Score -549581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -549582.187500 Penalty: 2988.151855
	Iteration 74Q: 3 clusters Score -549582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -549582.812500 Penalty: 2988.151855
	Iteration 75Q: 3 clusters Score -549582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -549585.062500 Penalty: 2988.151855
	Iteration 76Q: 3 clusters Score -549585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -549584.625000 Penalty: 2988.151855
	Iteration 77Q: 3 clusters Score -549584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -549585.750000 Penalty: 2988.151855
	Iteration 78Q: 3 clusters Score -549585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -549588.125000 Penalty: 2988.151855
	Iteration 79Q: 3 clusters Score -549588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -549589.875000 Penalty: 2988.151855
	Iteration 80F: 3 clusters Score -549589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -549589.312500 Penalty: 2988.151855
	Iteration 81Q: 3 clusters Score -549589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -549589.625000 Penalty: 2988.151855
	Iteration 82Q: 3 clusters Score -549589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -549590.500000 Penalty: 2988.151855
	Iteration 83Q: 3 clusters Score -549590.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -549591.437500 Penalty: 2988.151855
	Iteration 84Q: 3 clusters Score -549591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -549591.062500 Penalty: 2988.151855
	Iteration 85Q: 3 clusters Score -549591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -549590.625000 Penalty: 2988.151855
	Iteration 86Q: 3 clusters Score -549590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -549590.250000 Penalty: 2988.151855
	Iteration 87Q: 3 clusters Score -549590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -549590.937500 Penalty: 2988.151855
	Iteration 88Q: 3 clusters Score -549590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -549591.125000 Penalty: 2988.151855
	Iteration 89Q: 3 clusters Score -549591.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -549592.125000 Penalty: 2988.151855
	Iteration 90Q: 3 clusters Score -549592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -549592.750000 Penalty: 2988.151855
	Iteration 91Q: 3 clusters Score -549592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -549593.500000 Penalty: 2988.151855
	Iteration 92Q: 3 clusters Score -549593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -549595.187500 Penalty: 2988.151855
	Iteration 93Q: 3 clusters Score -549595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -549596.562500 Penalty: 2988.151855
	Iteration 94Q: 3 clusters Score -549596.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -549596.625000 Penalty: 2988.151855
	Iteration 95Q: 3 clusters Score -549596.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -549599.250000 Penalty: 2988.151855
	Iteration 96Q: 3 clusters Score -549599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -549600.062500 Penalty: 2988.151855
	Iteration 97Q: 3 clusters Score -549600.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -549601.187500 Penalty: 2988.151855
	Iteration 98Q: 3 clusters Score -549601.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -549600.812500 Penalty: 2988.151855
	Iteration 99Q: 3 clusters Score -549600.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -549601.250000 Penalty: 2988.151855
	Iteration 100F: 3 clusters Score -549601.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -549604.375000 Penalty: 2988.151855
	Iteration 101Q: 3 clusters Score -549604.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -549605.000000 Penalty: 2988.151855
	Iteration 102Q: 3 clusters Score -549605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -549607.437500 Penalty: 2988.151855
	Iteration 103Q: 3 clusters Score -549607.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -549610.875000 Penalty: 2988.151855
	Iteration 104Q: 3 clusters Score -549610.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -549613.062500 Penalty: 2988.151855
	Iteration 105Q: 3 clusters Score -549613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -549617.875000 Penalty: 2988.151855
	Iteration 106Q: 3 clusters Score -549617.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -549616.812500 Penalty: 2988.151855
	Iteration 107Q: 3 clusters Score -549616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -549618.687500 Penalty: 2988.151855
	Iteration 108Q: 3 clusters Score -549618.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -549620.812500 Penalty: 2988.151855
	Iteration 109Q: 3 clusters Score -549620.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -549622.187500 Penalty: 2988.151855
	Iteration 110Q: 3 clusters Score -549622.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -549624.187500 Penalty: 2988.151855
	Iteration 111Q: 3 clusters Score -549624.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -549624.937500 Penalty: 2988.151855
	Iteration 112Q: 3 clusters Score -549624.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -549625.812500 Penalty: 2988.151855
	Iteration 113Q: 3 clusters Score -549625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -549626.937500 Penalty: 2988.151855
	Iteration 114Q: 3 clusters Score -549626.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -549628.250000 Penalty: 2988.151855
	Iteration 115Q: 3 clusters Score -549628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -549630.625000 Penalty: 2988.151855
	Iteration 116Q: 3 clusters Score -549630.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -549633.312500 Penalty: 2988.151855
	Iteration 117Q: 3 clusters Score -549633.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -549636.125000 Penalty: 2988.151855
	Iteration 118Q: 3 clusters Score -549636.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -549637.062500 Penalty: 2988.151855
	Iteration 119Q: 3 clusters Score -549637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -549637.125000 Penalty: 2988.151855
	Iteration 120F: 3 clusters Score -549637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -549637.125000 Penalty: 2988.151855
	Iteration 121Q: 3 clusters Score -549637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -549637.187500 Penalty: 2988.151855
	Iteration 122Q: 3 clusters Score -549637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -549637.000000 Penalty: 2988.151855
	Iteration 123Q: 3 clusters Score -549637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -549639.812500 Penalty: 2988.151855
	Iteration 124Q: 3 clusters Score -549639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -549639.000000 Penalty: 2988.151855
	Iteration 125Q: 3 clusters Score -549639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -549638.625000 Penalty: 2988.151855
	Iteration 126Q: 3 clusters Score -549638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -549641.062500 Penalty: 2988.151855
	Iteration 127Q: 3 clusters Score -549641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -549640.250000 Penalty: 2988.151855
	Iteration 128Q: 3 clusters Score -549640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -549640.937500 Penalty: 2988.151855
	Iteration 129Q: 3 clusters Score -549640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -549641.625000 Penalty: 2988.151855
	Iteration 130Q: 3 clusters Score -549641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -549644.062500 Penalty: 2988.151855
	Iteration 131Q: 3 clusters Score -549644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -549644.562500 Penalty: 2988.151855
	Iteration 132Q: 3 clusters Score -549644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -549645.687500 Penalty: 2988.151855
	Iteration 133Q: 3 clusters Score -549645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -549645.875000 Penalty: 2988.151855
	Iteration 134Q: 3 clusters Score -549645.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -549646.312500 Penalty: 2988.151855
	Iteration 135Q: 3 clusters Score -549646.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -549647.562500 Penalty: 2988.151855
	Iteration 136Q: 3 clusters Score -549647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -549647.375000 Penalty: 2988.151855
	Iteration 137Q: 3 clusters Score -549647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -549648.812500 Penalty: 2988.151855
	Iteration 138Q: 3 clusters Score -549648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -549649.250000 Penalty: 2988.151855
	Iteration 139Q: 3 clusters Score -549649.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -549649.812500 Penalty: 2988.151855
	Iteration 140F: 3 clusters Score -549649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -549649.625000 Penalty: 2988.151855
	Iteration 141Q: 3 clusters Score -549649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -549650.062500 Penalty: 2988.151855
	Iteration 142Q: 3 clusters Score -549650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -549649.312500 Penalty: 2988.151855
	Iteration 143Q: 3 clusters Score -549649.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -549649.312500 Penalty: 2988.151855
	Iteration 144F: 3 clusters Score -549649.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -364322.218750 Penalty: 1436.099609
	Iteration 0F: 2 clusters Score -364322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -359258.437500 Penalty: 2872.199219
	Iteration 0F: 3 clusters Score -359258.4 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -361184.031250 Penalty: 2872.199219
	Iteration 1F: 3 clusters Score -361184 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -361667.375000 Penalty: 2872.199219
	Iteration 2F: 3 clusters Score -361667.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -362035.468750 Penalty: 2872.199219
	Iteration 3F: 3 clusters Score -362035.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -362328.718750 Penalty: 2872.199219
	Iteration 4F: 3 clusters Score -362328.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -362577.593750 Penalty: 2872.199219
	Iteration 5Q: 3 clusters Score -362577.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -362830.718750 Penalty: 2872.199219
	Iteration 6Q: 3 clusters Score -362830.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -363080.906250 Penalty: 2872.199219
	Iteration 7Q: 3 clusters Score -363080.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -363295.125000 Penalty: 2872.199219
	Iteration 8Q: 3 clusters Score -363295.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -363486.656250 Penalty: 2872.199219
	Iteration 9Q: 3 clusters Score -363486.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -363676.125000 Penalty: 2872.199219
	Iteration 10Q: 3 clusters Score -363676.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -363877.218750 Penalty: 2872.199219
	Iteration 11Q: 3 clusters Score -363877.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -364105.281250 Penalty: 2872.199219
	Iteration 12Q: 3 clusters Score -364105.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -364275.125000 Penalty: 2872.199219
	Iteration 13Q: 3 clusters Score -364275.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -364418.187500 Penalty: 2872.199219
	Iteration 14Q: 3 clusters Score -364418.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -364515.562500 Penalty: 2872.199219
	Iteration 15Q: 3 clusters Score -364515.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -364573.281250 Penalty: 2872.199219
	Iteration 16Q: 3 clusters Score -364573.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -364602.812500 Penalty: 2872.199219
	Iteration 17Q: 3 clusters Score -364602.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -364614.375000 Penalty: 2872.199219
	Iteration 18Q: 3 clusters Score -364614.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -364621.125000 Penalty: 2872.199219
	Iteration 19Q: 3 clusters Score -364621.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -364624.906250 Penalty: 2872.199219
	Iteration 20F: 3 clusters Score -364624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -364625.968750 Penalty: 2872.199219
	Iteration 21Q: 3 clusters Score -364626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -364627.281250 Penalty: 2872.199219
	Iteration 22Q: 3 clusters Score -364627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -364627.937500 Penalty: 2872.199219
	Iteration 23Q: 3 clusters Score -364627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -364628.875000 Penalty: 2872.199219
	Iteration 24Q: 3 clusters Score -364628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -364629.250000 Penalty: 2872.199219
	Iteration 25Q: 3 clusters Score -364629.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -364630.937500 Penalty: 2872.199219
	Iteration 26Q: 3 clusters Score -364630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -364630.156250 Penalty: 2872.199219
	Iteration 27Q: 3 clusters Score -364630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -364631.250000 Penalty: 2872.199219
	Iteration 28Q: 3 clusters Score -364631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -364631.250000 Penalty: 2872.199219
	Iteration 29F: 3 clusters Score -364631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 107395 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 46910 members 
Mstep: Class 11 contains 17189 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 135509 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 5192 members 
Mstep: Class 20 contains 44670 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 5392 members 
Mstep: Class 28 contains 994 members 
Mstep: Class 29 contains 6781 members 
Mstep: Class 30 contains 5033 members 
Entering Unmasked Estep 
Score: -34129008.000000 Penalty: 65047.898438
Splitting cluster 24 changes total score from -34129404.000000 to -34129008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -231101.046875 Penalty: 1345.985596
	Iteration 0F: 2 clusters Score -231101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -227776.453125 Penalty: 2691.971191
	Iteration 0F: 3 clusters Score -227776.5 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -228681.531250 Penalty: 2691.971191
	Iteration 1F: 3 clusters Score -228681.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -228891.625000 Penalty: 2691.971191
	Iteration 2F: 3 clusters Score -228891.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -229060.187500 Penalty: 2691.971191
	Iteration 3F: 3 clusters Score -229060.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -229199.593750 Penalty: 2691.971191
	Iteration 4Q: 3 clusters Score -229199.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -229330.046875 Penalty: 2691.971191
	Iteration 5Q: 3 clusters Score -229330 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -229446.484375 Penalty: 2691.971191
	Iteration 6Q: 3 clusters Score -229446.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -229568.250000 Penalty: 2691.971191
	Iteration 7Q: 3 clusters Score -229568.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -229690.750000 Penalty: 2691.971191
	Iteration 8Q: 3 clusters Score -229690.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -229815.359375 Penalty: 2691.971191
	Iteration 9Q: 3 clusters Score -229815.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -229914.171875 Penalty: 2691.971191
	Iteration 10Q: 3 clusters Score -229914.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -229987.984375 Penalty: 2691.971191
	Iteration 11Q: 3 clusters Score -229988 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -230057.468750 Penalty: 2691.971191
	Iteration 12Q: 3 clusters Score -230057.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -230121.265625 Penalty: 2691.971191
	Iteration 13Q: 3 clusters Score -230121.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -230164.421875 Penalty: 2691.971191
	Iteration 14Q: 3 clusters Score -230164.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -230189.078125 Penalty: 2691.971191
	Iteration 15Q: 3 clusters Score -230189.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -230207.578125 Penalty: 2691.971191
	Iteration 16Q: 3 clusters Score -230207.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -230222.390625 Penalty: 2691.971191
	Iteration 17Q: 3 clusters Score -230222.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -230230.484375 Penalty: 2691.971191
	Iteration 18Q: 3 clusters Score -230230.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -230235.625000 Penalty: 2691.971191
	Iteration 19Q: 3 clusters Score -230235.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -230242.546875 Penalty: 2691.971191
	Iteration 20F: 3 clusters Score -230242.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -230251.750000 Penalty: 2691.971191
	Iteration 21Q: 3 clusters Score -230251.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -230262.703125 Penalty: 2691.971191
	Iteration 22Q: 3 clusters Score -230262.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -230270.953125 Penalty: 2691.971191
	Iteration 23Q: 3 clusters Score -230271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -230279.359375 Penalty: 2691.971191
	Iteration 24Q: 3 clusters Score -230279.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -230284.859375 Penalty: 2691.971191
	Iteration 25Q: 3 clusters Score -230284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -230285.781250 Penalty: 2691.971191
	Iteration 26Q: 3 clusters Score -230285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -230286.421875 Penalty: 2691.971191
	Iteration 27Q: 3 clusters Score -230286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -230288.062500 Penalty: 2691.971191
	Iteration 28Q: 3 clusters Score -230288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -230289.593750 Penalty: 2691.971191
	Iteration 29Q: 3 clusters Score -230289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -230290.390625 Penalty: 2691.971191
	Iteration 30Q: 3 clusters Score -230290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -230290.390625 Penalty: 2691.971191
	Iteration 31F: 3 clusters Score -230290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Entering Unmasked Estep 
Score: -367426.750000 Penalty: 1434.963135
	Iteration 0F: 2 clusters Score -367426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -362278.937500 Penalty: 2869.926270
	Iteration 0F: 3 clusters Score -362278.9 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -363889.250000 Penalty: 2869.926270
	Iteration 1F: 3 clusters Score -363889.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -364245.906250 Penalty: 2869.926270
	Iteration 2F: 3 clusters Score -364245.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -364604.343750 Penalty: 2869.926270
	Iteration 3F: 3 clusters Score -364604.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -364979.218750 Penalty: 2869.926270
	Iteration 4F: 3 clusters Score -364979.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -365314.937500 Penalty: 2869.926270
	Iteration 5F: 3 clusters Score -365314.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -365641.500000 Penalty: 2869.926270
	Iteration 6F: 3 clusters Score -365641.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -365935.468750 Penalty: 2869.926270
	Iteration 7F: 3 clusters Score -365935.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -366133.593750 Penalty: 2869.926270
	Iteration 8Q: 3 clusters Score -366133.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -366272.250000 Penalty: 2869.926270
	Iteration 9Q: 3 clusters Score -366272.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -366374.718750 Penalty: 2869.926270
	Iteration 10Q: 3 clusters Score -366374.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -366455.468750 Penalty: 2869.926270
	Iteration 11Q: 3 clusters Score -366455.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -366511.062500 Penalty: 2869.926270
	Iteration 12Q: 3 clusters Score -366511.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -366562.000000 Penalty: 2869.926270
	Iteration 13Q: 3 clusters Score -366562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -366601.312500 Penalty: 2869.926270
	Iteration 14Q: 3 clusters Score -366601.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -366627.125000 Penalty: 2869.926270
	Iteration 15Q: 3 clusters Score -366627.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -366645.875000 Penalty: 2869.926270
	Iteration 16Q: 3 clusters Score -366645.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -366660.125000 Penalty: 2869.926270
	Iteration 17Q: 3 clusters Score -366660.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -366669.843750 Penalty: 2869.926270
	Iteration 18Q: 3 clusters Score -366669.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -366681.343750 Penalty: 2869.926270
	Iteration 19Q: 3 clusters Score -366681.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -366689.031250 Penalty: 2869.926270
	Iteration 20F: 3 clusters Score -366689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -366691.500000 Penalty: 2869.926270
	Iteration 21Q: 3 clusters Score -366691.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -366693.562500 Penalty: 2869.926270
	Iteration 22Q: 3 clusters Score -366693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -366694.062500 Penalty: 2869.926270
	Iteration 23Q: 3 clusters Score -366694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -366695.093750 Penalty: 2869.926270
	Iteration 24Q: 3 clusters Score -366695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -366695.875000 Penalty: 2869.926270
	Iteration 25Q: 3 clusters Score -366695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -366695.812500 Penalty: 2869.926270
	Iteration 26Q: 3 clusters Score -366695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -366695.812500 Penalty: 2869.926270
	Iteration 27F: 3 clusters Score -366695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -265734.750000 Penalty: 1396.309082
	Iteration 0F: 2 clusters Score -265734.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -261526.078125 Penalty: 2792.618164
	Iteration 0F: 3 clusters Score -261526.1 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -263107.437500 Penalty: 2792.618164
	Iteration 1F: 3 clusters Score -263107.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -263473.156250 Penalty: 2792.618164
	Iteration 2F: 3 clusters Score -263473.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -263722.750000 Penalty: 2792.618164
	Iteration 3F: 3 clusters Score -263722.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -263934.812500 Penalty: 2792.618164
	Iteration 4F: 3 clusters Score -263934.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -264173.468750 Penalty: 2792.618164
	Iteration 5Q: 3 clusters Score -264173.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -264386.875000 Penalty: 2792.618164
	Iteration 6Q: 3 clusters Score -264386.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -264520.937500 Penalty: 2792.618164
	Iteration 7Q: 3 clusters Score -264520.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -264628.500000 Penalty: 2792.618164
	Iteration 8Q: 3 clusters Score -264628.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -264715.156250 Penalty: 2792.618164
	Iteration 9Q: 3 clusters Score -264715.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -264813.593750 Penalty: 2792.618164
	Iteration 10Q: 3 clusters Score -264813.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -264917.375000 Penalty: 2792.618164
	Iteration 11Q: 3 clusters Score -264917.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -265020.968750 Penalty: 2792.618164
	Iteration 12Q: 3 clusters Score -265021 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -265110.531250 Penalty: 2792.618164
	Iteration 13Q: 3 clusters Score -265110.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -265226.968750 Penalty: 2792.618164
	Iteration 14Q: 3 clusters Score -265227 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -265317.187500 Penalty: 2792.618164
	Iteration 15Q: 3 clusters Score -265317.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -265379.500000 Penalty: 2792.618164
	Iteration 16Q: 3 clusters Score -265379.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -265443.937500 Penalty: 2792.618164
	Iteration 17Q: 3 clusters Score -265443.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -265504.812500 Penalty: 2792.618164
	Iteration 18Q: 3 clusters Score -265504.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -265543.781250 Penalty: 2792.618164
	Iteration 19Q: 3 clusters Score -265543.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -265563.437500 Penalty: 2792.618164
	Iteration 20F: 3 clusters Score -265563.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -265575.656250 Penalty: 2792.618164
	Iteration 21Q: 3 clusters Score -265575.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -265585.656250 Penalty: 2792.618164
	Iteration 22Q: 3 clusters Score -265585.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -265595.750000 Penalty: 2792.618164
	Iteration 23Q: 3 clusters Score -265595.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -265600.718750 Penalty: 2792.618164
	Iteration 24Q: 3 clusters Score -265600.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -265605.281250 Penalty: 2792.618164
	Iteration 25Q: 3 clusters Score -265605.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -265609.437500 Penalty: 2792.618164
	Iteration 26Q: 3 clusters Score -265609.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -265614.656250 Penalty: 2792.618164
	Iteration 27Q: 3 clusters Score -265614.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -265619.281250 Penalty: 2792.618164
	Iteration 28Q: 3 clusters Score -265619.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -265625.687500 Penalty: 2792.618164
	Iteration 29Q: 3 clusters Score -265625.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -265627.468750 Penalty: 2792.618164
	Iteration 30Q: 3 clusters Score -265627.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -265630.250000 Penalty: 2792.618164
	Iteration 31Q: 3 clusters Score -265630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -265632.250000 Penalty: 2792.618164
	Iteration 32Q: 3 clusters Score -265632.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -265637.562500 Penalty: 2792.618164
	Iteration 33Q: 3 clusters Score -265637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -265639.625000 Penalty: 2792.618164
	Iteration 34Q: 3 clusters Score -265639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -265640.937500 Penalty: 2792.618164
	Iteration 35Q: 3 clusters Score -265640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -265641.593750 Penalty: 2792.618164
	Iteration 36Q: 3 clusters Score -265641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -265642.218750 Penalty: 2792.618164
	Iteration 37Q: 3 clusters Score -265642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -265642.218750 Penalty: 2792.618164
	Iteration 38F: 3 clusters Score -265642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -57287.027344 Penalty: 1121.532349
	Iteration 0F: 2 clusters Score -57287.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -55826.105469 Penalty: 2243.064697
	Iteration 0F: 3 clusters Score -55826.11 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -56066.234375 Penalty: 2243.064697
	Iteration 1F: 3 clusters Score -56066.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -56123.050781 Penalty: 2243.064697
	Iteration 2F: 3 clusters Score -56123.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -56151.683594 Penalty: 2243.064697
	Iteration 3Q: 3 clusters Score -56151.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56167.832031 Penalty: 2243.064697
	Iteration 4Q: 3 clusters Score -56167.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56179.546875 Penalty: 2243.064697
	Iteration 5Q: 3 clusters Score -56179.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56187.531250 Penalty: 2243.064697
	Iteration 6Q: 3 clusters Score -56187.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56192.675781 Penalty: 2243.064697
	Iteration 7Q: 3 clusters Score -56192.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56197.933594 Penalty: 2243.064697
	Iteration 8Q: 3 clusters Score -56197.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56202.628906 Penalty: 2243.064697
	Iteration 9Q: 3 clusters Score -56202.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -56206.406250 Penalty: 2243.064697
	Iteration 10Q: 3 clusters Score -56206.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -56207.578125 Penalty: 2243.064697
	Iteration 11Q: 3 clusters Score -56207.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -56210.519531 Penalty: 2243.064697
	Iteration 12Q: 3 clusters Score -56210.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -56211.218750 Penalty: 2243.064697
	Iteration 13Q: 3 clusters Score -56211.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -56211.218750 Penalty: 2243.064697
	Iteration 14F: 3 clusters Score -56211.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Entering Unmasked Estep 
Score: -385736.156250 Penalty: 1433.555542
	Iteration 0F: 2 clusters Score -385736.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -380630.312500 Penalty: 2867.111084
	Iteration 0F: 3 clusters Score -380630.3 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -382131.718750 Penalty: 2867.111084
	Iteration 1F: 3 clusters Score -382131.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -382330.375000 Penalty: 2867.111084
	Iteration 2F: 3 clusters Score -382330.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -382474.281250 Penalty: 2867.111084
	Iteration 3F: 3 clusters Score -382474.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -382573.156250 Penalty: 2867.111084
	Iteration 4Q: 3 clusters Score -382573.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -382648.218750 Penalty: 2867.111084
	Iteration 5Q: 3 clusters Score -382648.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -382714.406250 Penalty: 2867.111084
	Iteration 6Q: 3 clusters Score -382714.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -382768.218750 Penalty: 2867.111084
	Iteration 7Q: 3 clusters Score -382768.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -382823.468750 Penalty: 2867.111084
	Iteration 8Q: 3 clusters Score -382823.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -382862.750000 Penalty: 2867.111084
	Iteration 9Q: 3 clusters Score -382862.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -382898.875000 Penalty: 2867.111084
	Iteration 10Q: 3 clusters Score -382898.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -382937.375000 Penalty: 2867.111084
	Iteration 11Q: 3 clusters Score -382937.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -382981.593750 Penalty: 2867.111084
	Iteration 12Q: 3 clusters Score -382981.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -383032.718750 Penalty: 2867.111084
	Iteration 13Q: 3 clusters Score -383032.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -383081.718750 Penalty: 2867.111084
	Iteration 14Q: 3 clusters Score -383081.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -383128.625000 Penalty: 2867.111084
	Iteration 15Q: 3 clusters Score -383128.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -383185.375000 Penalty: 2867.111084
	Iteration 16Q: 3 clusters Score -383185.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -383254.312500 Penalty: 2867.111084
	Iteration 17Q: 3 clusters Score -383254.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -383332.718750 Penalty: 2867.111084
	Iteration 18Q: 3 clusters Score -383332.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -383410.625000 Penalty: 2867.111084
	Iteration 19Q: 3 clusters Score -383410.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -383498.062500 Penalty: 2867.111084
	Iteration 20F: 3 clusters Score -383498.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -383579.125000 Penalty: 2867.111084
	Iteration 21Q: 3 clusters Score -383579.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -383651.312500 Penalty: 2867.111084
	Iteration 22Q: 3 clusters Score -383651.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -383711.187500 Penalty: 2867.111084
	Iteration 23Q: 3 clusters Score -383711.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -383766.656250 Penalty: 2867.111084
	Iteration 24Q: 3 clusters Score -383766.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -383821.000000 Penalty: 2867.111084
	Iteration 25Q: 3 clusters Score -383821 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -383854.343750 Penalty: 2867.111084
	Iteration 26Q: 3 clusters Score -383854.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -383877.593750 Penalty: 2867.111084
	Iteration 27Q: 3 clusters Score -383877.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -383899.187500 Penalty: 2867.111084
	Iteration 28Q: 3 clusters Score -383899.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -383918.531250 Penalty: 2867.111084
	Iteration 29Q: 3 clusters Score -383918.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -383938.718750 Penalty: 2867.111084
	Iteration 30Q: 3 clusters Score -383938.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -383962.625000 Penalty: 2867.111084
	Iteration 31Q: 3 clusters Score -383962.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -383995.531250 Penalty: 2867.111084
	Iteration 32Q: 3 clusters Score -383995.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -384050.375000 Penalty: 2867.111084
	Iteration 33Q: 3 clusters Score -384050.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -384152.937500 Penalty: 2867.111084
	Iteration 34Q: 3 clusters Score -384152.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -384287.187500 Penalty: 2867.111084
	Iteration 35Q: 3 clusters Score -384287.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -384463.093750 Penalty: 2867.111084
	Iteration 36Q: 3 clusters Score -384463.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -384590.156250 Penalty: 2867.111084
	Iteration 37Q: 3 clusters Score -384590.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -384672.718750 Penalty: 2867.111084
	Iteration 38Q: 3 clusters Score -384672.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -384721.125000 Penalty: 2867.111084
	Iteration 39Q: 3 clusters Score -384721.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -384766.843750 Penalty: 2867.111084
	Iteration 40F: 3 clusters Score -384766.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -384807.156250 Penalty: 2867.111084
	Iteration 41Q: 3 clusters Score -384807.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -384836.468750 Penalty: 2867.111084
	Iteration 42Q: 3 clusters Score -384836.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -384875.937500 Penalty: 2867.111084
	Iteration 43Q: 3 clusters Score -384875.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -384913.750000 Penalty: 2867.111084
	Iteration 44Q: 3 clusters Score -384913.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -384945.468750 Penalty: 2867.111084
	Iteration 45Q: 3 clusters Score -384945.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -384972.312500 Penalty: 2867.111084
	Iteration 46Q: 3 clusters Score -384972.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -384996.937500 Penalty: 2867.111084
	Iteration 47Q: 3 clusters Score -384996.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -385015.406250 Penalty: 2867.111084
	Iteration 48Q: 3 clusters Score -385015.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -385022.718750 Penalty: 2867.111084
	Iteration 49Q: 3 clusters Score -385022.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -385028.843750 Penalty: 2867.111084
	Iteration 50Q: 3 clusters Score -385028.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -385035.312500 Penalty: 2867.111084
	Iteration 51Q: 3 clusters Score -385035.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -385037.687500 Penalty: 2867.111084
	Iteration 52Q: 3 clusters Score -385037.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -385041.375000 Penalty: 2867.111084
	Iteration 53Q: 3 clusters Score -385041.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -385043.656250 Penalty: 2867.111084
	Iteration 54Q: 3 clusters Score -385043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -385044.187500 Penalty: 2867.111084
	Iteration 55Q: 3 clusters Score -385044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -385045.593750 Penalty: 2867.111084
	Iteration 56Q: 3 clusters Score -385045.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -385046.843750 Penalty: 2867.111084
	Iteration 57Q: 3 clusters Score -385046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -385047.812500 Penalty: 2867.111084
	Iteration 58Q: 3 clusters Score -385047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -385048.343750 Penalty: 2867.111084
	Iteration 59Q: 3 clusters Score -385048.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -385049.562500 Penalty: 2867.111084
	Iteration 60F: 3 clusters Score -385049.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -385050.375000 Penalty: 2867.111084
	Iteration 61Q: 3 clusters Score -385050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -385050.718750 Penalty: 2867.111084
	Iteration 62Q: 3 clusters Score -385050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -385051.187500 Penalty: 2867.111084
	Iteration 63Q: 3 clusters Score -385051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -385051.343750 Penalty: 2867.111084
	Iteration 64Q: 3 clusters Score -385051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -385050.500000 Penalty: 2867.111084
	Iteration 65Q: 3 clusters Score -385050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -385050.500000 Penalty: 2867.111084
	Iteration 66F: 3 clusters Score -385050.5 nChanged 0
--- Evaluating fit on full set of 1870603 points ---
Entering Unmasked Estep 
Score: -102480312.000000 Penalty: 68056.851562
20->30 Clusters: Score -102480312.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 623534 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 30880 members 
Mstep: Class 3 contains 31224 members 
Mstep: Class 4 contains 31221 members 
Mstep: Class 5 contains 31243 members 
Mstep: Class 6 contains 31069 members 
Mstep: Class 7 contains 31461 members 
Mstep: Class 8 contains 30921 members 
Mstep: Class 9 contains 31560 members 
Mstep: Class 10 contains 31256 members 
Mstep: Class 11 contains 31332 members 
Mstep: Class 12 contains 31307 members 
Mstep: Class 13 contains 31156 members 
Mstep: Class 14 contains 31279 members 
Mstep: Class 15 contains 30894 members 
Mstep: Class 16 contains 31316 members 
Mstep: Class 17 contains 31070 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 31295 members 
Mstep: Class 20 contains 30864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 804.025879 but Gain 2168.261719
Score: -31141414.000000 Penalty: 41197.003906
Iteration 0F: 20 clusters Score -3.114141e+07 nChanged 587103
Entering Unmasked Mstep 
Mstep: Class 0 contains 600 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 29203 members 
Mstep: Class 3 contains 42577 members 
Mstep: Class 4 contains 21603 members 
Mstep: Class 5 contains 24860 members 
Mstep: Class 6 contains 28892 members 
Mstep: Class 7 contains 50036 members 
Mstep: Class 9 contains 29988 members 
Mstep: Class 10 contains 33740 members 
Mstep: Class 11 contains 30231 members 
Mstep: Class 12 contains 23130 members 
Mstep: Class 13 contains 24063 members 
Mstep: Class 14 contains 22311 members 
Mstep: Class 15 contains 39827 members 
Mstep: Class 16 contains 52277 members 
Mstep: Class 17 contains 49909 members 
Mstep: Class 18 contains 19433 members 
Mstep: Class 19 contains 36128 members 
Mstep: Class 20 contains 25426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32964028.000000 Penalty: 41197.003906
Iteration 1F: 20 clusters Score -3.296403e+07 nChanged 221104
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 26627 members 
Mstep: Class 3 contains 55000 members 
Mstep: Class 4 contains 19251 members 
Mstep: Class 5 contains 20864 members 
Mstep: Class 6 contains 22570 members 
Mstep: Class 7 contains 50403 members 
Mstep: Class 9 contains 22132 members 
Mstep: Class 10 contains 26389 members 
Mstep: Class 11 contains 25315 members 
Mstep: Class 12 contains 18633 members 
Mstep: Class 13 contains 17752 members 
Mstep: Class 14 contains 14300 members 
Mstep: Class 15 contains 49465 members 
Mstep: Class 16 contains 78550 members 
Mstep: Class 17 contains 70527 members 
Mstep: Class 18 contains 15315 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 23354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33310290.000000 Penalty: 41197.003906
Iteration 2F: 20 clusters Score -3.331029e+07 nChanged 151205
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 22593 members 
Mstep: Class 3 contains 61266 members 
Mstep: Class 4 contains 21560 members 
Mstep: Class 5 contains 20406 members 
Mstep: Class 6 contains 18550 members 
Mstep: Class 7 contains 49775 members 
Mstep: Class 9 contains 19169 members 
Mstep: Class 10 contains 22435 members 
Mstep: Class 11 contains 21776 members 
Mstep: Class 12 contains 17819 members 
Mstep: Class 13 contains 14237 members 
Mstep: Class 14 contains 10923 members 
Mstep: Class 15 contains 47146 members 
Mstep: Class 16 contains 102754 members 
Mstep: Class 17 contains 74783 members 
Mstep: Class 18 contains 13084 members 
Mstep: Class 19 contains 29834 members 
Mstep: Class 20 contains 22558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33482364.000000 Penalty: 41197.003906
Iteration 3F: 20 clusters Score -3.348236e+07 nChanged 116333
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 19699 members 
Mstep: Class 3 contains 66461 members 
Mstep: Class 4 contains 25256 members 
Mstep: Class 5 contains 21119 members 
Mstep: Class 6 contains 15394 members 
Mstep: Class 7 contains 50143 members 
Mstep: Class 9 contains 17429 members 
Mstep: Class 10 contains 21374 members 
Mstep: Class 11 contains 18635 members 
Mstep: Class 12 contains 16807 members 
Mstep: Class 13 contains 12246 members 
Mstep: Class 14 contains 9190 members 
Mstep: Class 15 contains 40233 members 
Mstep: Class 16 contains 123489 members 
Mstep: Class 17 contains 69238 members 
Mstep: Class 18 contains 11145 members 
Mstep: Class 19 contains 29292 members 
Mstep: Class 20 contains 21737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33609144.000000 Penalty: 41197.003906
Iteration 4F: 20 clusters Score -3.360914e+07 nChanged 98746
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 17544 members 
Mstep: Class 3 contains 72559 members 
Mstep: Class 4 contains 27945 members 
Mstep: Class 5 contains 21870 members 
Mstep: Class 6 contains 12946 members 
Mstep: Class 7 contains 49846 members 
Mstep: Class 9 contains 15914 members 
Mstep: Class 10 contains 21651 members 
Mstep: Class 11 contains 16087 members 
Mstep: Class 12 contains 16247 members 
Mstep: Class 13 contains 10738 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 33638 members 
Mstep: Class 16 contains 137309 members 
Mstep: Class 17 contains 60933 members 
Mstep: Class 18 contains 9795 members 
Mstep: Class 19 contains 31024 members 
Mstep: Class 20 contains 20034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33724952.000000 Penalty: 41197.003906
Iteration 5F: 20 clusters Score -3.372495e+07 nChanged 84889
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 83828 members 
Mstep: Class 4 contains 29266 members 
Mstep: Class 5 contains 22068 members 
Mstep: Class 6 contains 11431 members 
Mstep: Class 7 contains 48037 members 
Mstep: Class 9 contains 14582 members 
Mstep: Class 10 contains 22782 members 
Mstep: Class 11 contains 13936 members 
Mstep: Class 12 contains 15941 members 
Mstep: Class 13 contains 9401 members 
Mstep: Class 14 contains 8561 members 
Mstep: Class 15 contains 28003 members 
Mstep: Class 16 contains 142214 members 
Mstep: Class 17 contains 53170 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 34629 members 
Mstep: Class 20 contains 17522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33816728.000000 Penalty: 41197.003906
Iteration 6F: 20 clusters Score -3.381673e+07 nChanged 69081
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 14949 members 
Mstep: Class 3 contains 94856 members 
Mstep: Class 4 contains 29693 members 
Mstep: Class 5 contains 21876 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 9 contains 13572 members 
Mstep: Class 10 contains 24374 members 
Mstep: Class 11 contains 12183 members 
Mstep: Class 12 contains 15598 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 22716 members 
Mstep: Class 16 contains 142350 members 
Mstep: Class 17 contains 48558 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 39698 members 
Mstep: Class 20 contains 14918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33880812.000000 Penalty: 41197.003906
Iteration 7F: 20 clusters Score -3.388081e+07 nChanged 54814
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 15071 members 
Mstep: Class 3 contains 104209 members 
Mstep: Class 4 contains 29596 members 
Mstep: Class 5 contains 21773 members 
Mstep: Class 6 contains 10572 members 
Mstep: Class 7 contains 40914 members 
Mstep: Class 9 contains 12831 members 
Mstep: Class 10 contains 25710 members 
Mstep: Class 11 contains 11029 members 
Mstep: Class 12 contains 15258 members 
Mstep: Class 13 contains 7019 members 
Mstep: Class 14 contains 8663 members 
Mstep: Class 15 contains 17608 members 
Mstep: Class 16 contains 140252 members 
Mstep: Class 17 contains 47115 members 
Mstep: Class 18 contains 7604 members 
Mstep: Class 19 contains 44442 members 
Mstep: Class 20 contains 12672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33931556.000000 Penalty: 41197.003906
Iteration 8F: 20 clusters Score -3.393156e+07 nChanged 44789
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 15881 members 
Mstep: Class 3 contains 112412 members 
Mstep: Class 4 contains 29230 members 
Mstep: Class 5 contains 22046 members 
Mstep: Class 6 contains 10487 members 
Mstep: Class 7 contains 36573 members 
Mstep: Class 9 contains 12596 members 
Mstep: Class 10 contains 26617 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 14943 members 
Mstep: Class 13 contains 5906 members 
Mstep: Class 14 contains 8709 members 
Mstep: Class 15 contains 13521 members 
Mstep: Class 16 contains 137275 members 
Mstep: Class 17 contains 48285 members 
Mstep: Class 18 contains 7222 members 
Mstep: Class 19 contains 47077 members 
Mstep: Class 20 contains 11020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33969172.000000 Penalty: 41197.003906
Iteration 9F: 20 clusters Score -3.396917e+07 nChanged 37292
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 17157 members 
Mstep: Class 3 contains 119419 members 
Mstep: Class 4 contains 28674 members 
Mstep: Class 5 contains 22732 members 
Mstep: Class 6 contains 10437 members 
Mstep: Class 7 contains 32409 members 
Mstep: Class 9 contains 12468 members 
Mstep: Class 10 contains 27234 members 
Mstep: Class 11 contains 9645 members 
Mstep: Class 12 contains 14681 members 
Mstep: Class 13 contains 4903 members 
Mstep: Class 14 contains 8873 members 
Mstep: Class 15 contains 11073 members 
Mstep: Class 16 contains 134153 members 
Mstep: Class 17 contains 51068 members 
Mstep: Class 18 contains 6931 members 
Mstep: Class 19 contains 47228 members 
Mstep: Class 20 contains 9940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33996760.000000 Penalty: 41197.003906
Iteration 10F: 20 clusters Score -3.399676e+07 nChanged 31117
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 18476 members 
Mstep: Class 3 contains 125611 members 
Mstep: Class 4 contains 27989 members 
Mstep: Class 5 contains 23499 members 
Mstep: Class 6 contains 10446 members 
Mstep: Class 7 contains 28740 members 
Mstep: Class 9 contains 12183 members 
Mstep: Class 10 contains 27654 members 
Mstep: Class 11 contains 9279 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 4110 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 10449 members 
Mstep: Class 16 contains 131179 members 
Mstep: Class 17 contains 54130 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 45908 members 
Mstep: Class 20 contains 9182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34016472.000000 Penalty: 41197.003906
Iteration 11Q: 20 clusters Score -3.401647e+07 nChanged 26087
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 131166 members 
Mstep: Class 4 contains 27219 members 
Mstep: Class 5 contains 24427 members 
Mstep: Class 6 contains 10499 members 
Mstep: Class 7 contains 25829 members 
Mstep: Class 9 contains 11727 members 
Mstep: Class 10 contains 28007 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 14175 members 
Mstep: Class 13 contains 3551 members 
Mstep: Class 14 contains 9199 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 128246 members 
Mstep: Class 17 contains 57079 members 
Mstep: Class 18 contains 6616 members 
Mstep: Class 19 contains 44164 members 
Mstep: Class 20 contains 8646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34030332.000000 Penalty: 41197.003906
Iteration 12Q: 20 clusters Score -3.403033e+07 nChanged 21755
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 19843 members 
Mstep: Class 3 contains 135902 members 
Mstep: Class 4 contains 26387 members 
Mstep: Class 5 contains 25453 members 
Mstep: Class 6 contains 10606 members 
Mstep: Class 7 contains 23654 members 
Mstep: Class 9 contains 11271 members 
Mstep: Class 10 contains 28199 members 
Mstep: Class 11 contains 8995 members 
Mstep: Class 12 contains 13937 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 9491 members 
Mstep: Class 15 contains 11039 members 
Mstep: Class 16 contains 125622 members 
Mstep: Class 17 contains 59882 members 
Mstep: Class 18 contains 6496 members 
Mstep: Class 19 contains 42259 members 
Mstep: Class 20 contains 8244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34040880.000000 Penalty: 41197.003906
Iteration 13Q: 20 clusters Score -3.404088e+07 nChanged 18524
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 20223 members 
Mstep: Class 3 contains 139816 members 
Mstep: Class 4 contains 25705 members 
Mstep: Class 5 contains 26664 members 
Mstep: Class 6 contains 10756 members 
Mstep: Class 7 contains 21827 members 
Mstep: Class 9 contains 10860 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 8911 members 
Mstep: Class 12 contains 13698 members 
Mstep: Class 13 contains 2935 members 
Mstep: Class 14 contains 9813 members 
Mstep: Class 15 contains 11372 members 
Mstep: Class 16 contains 123352 members 
Mstep: Class 17 contains 62708 members 
Mstep: Class 18 contains 6394 members 
Mstep: Class 19 contains 40117 members 
Mstep: Class 20 contains 7919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34049488.000000 Penalty: 41197.003906
Iteration 14Q: 20 clusters Score -3.404949e+07 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 20510 members 
Mstep: Class 3 contains 142783 members 
Mstep: Class 4 contains 25237 members 
Mstep: Class 5 contains 28001 members 
Mstep: Class 6 contains 10925 members 
Mstep: Class 7 contains 20240 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 28486 members 
Mstep: Class 11 contains 8856 members 
Mstep: Class 12 contains 13467 members 
Mstep: Class 13 contains 2757 members 
Mstep: Class 14 contains 10203 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 121439 members 
Mstep: Class 17 contains 65430 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 37927 members 
Mstep: Class 20 contains 7637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34056412.000000 Penalty: 41197.003906
Iteration 15Q: 20 clusters Score -3.405641e+07 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 144898 members 
Mstep: Class 4 contains 24960 members 
Mstep: Class 5 contains 29464 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 18892 members 
Mstep: Class 9 contains 10014 members 
Mstep: Class 10 contains 28605 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 13229 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 10640 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 119870 members 
Mstep: Class 17 contains 68146 members 
Mstep: Class 18 contains 6228 members 
Mstep: Class 19 contains 35538 members 
Mstep: Class 20 contains 7409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34062384.000000 Penalty: 41197.003906
Iteration 16Q: 20 clusters Score -3.406238e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 20944 members 
Mstep: Class 3 contains 146491 members 
Mstep: Class 4 contains 24799 members 
Mstep: Class 5 contains 30936 members 
Mstep: Class 6 contains 11077 members 
Mstep: Class 7 contains 17703 members 
Mstep: Class 9 contains 9603 members 
Mstep: Class 10 contains 28634 members 
Mstep: Class 11 contains 8762 members 
Mstep: Class 12 contains 13031 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 11115 members 
Mstep: Class 15 contains 12326 members 
Mstep: Class 16 contains 118489 members 
Mstep: Class 17 contains 70853 members 
Mstep: Class 18 contains 6190 members 
Mstep: Class 19 contains 33198 members 
Mstep: Class 20 contains 7172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34067368.000000 Penalty: 41197.003906
Iteration 17Q: 20 clusters Score -3.406737e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 21129 members 
Mstep: Class 3 contains 147624 members 
Mstep: Class 4 contains 24712 members 
Mstep: Class 5 contains 32426 members 
Mstep: Class 6 contains 11081 members 
Mstep: Class 7 contains 16751 members 
Mstep: Class 9 contains 9160 members 
Mstep: Class 10 contains 28602 members 
Mstep: Class 11 contains 8718 members 
Mstep: Class 12 contains 12891 members 
Mstep: Class 13 contains 2457 members 
Mstep: Class 14 contains 11547 members 
Mstep: Class 15 contains 12626 members 
Mstep: Class 16 contains 117295 members 
Mstep: Class 17 contains 73405 members 
Mstep: Class 18 contains 6140 members 
Mstep: Class 19 contains 30896 members 
Mstep: Class 20 contains 6967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34072264.000000 Penalty: 41197.003906
Iteration 18Q: 20 clusters Score -3.407226e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 21364 members 
Mstep: Class 3 contains 148375 members 
Mstep: Class 4 contains 24654 members 
Mstep: Class 5 contains 33984 members 
Mstep: Class 6 contains 11037 members 
Mstep: Class 7 contains 15969 members 
Mstep: Class 9 contains 8688 members 
Mstep: Class 10 contains 28548 members 
Mstep: Class 11 contains 8656 members 
Mstep: Class 12 contains 12762 members 
Mstep: Class 13 contains 2389 members 
Mstep: Class 14 contains 12020 members 
Mstep: Class 15 contains 12873 members 
Mstep: Class 16 contains 116282 members 
Mstep: Class 17 contains 75830 members 
Mstep: Class 18 contains 6078 members 
Mstep: Class 19 contains 28691 members 
Mstep: Class 20 contains 6742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34076392.000000 Penalty: 41197.003906
Iteration 19Q: 20 clusters Score -3.407639e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 21591 members 
Mstep: Class 3 contains 148914 members 
Mstep: Class 4 contains 24598 members 
Mstep: Class 5 contains 35492 members 
Mstep: Class 6 contains 10934 members 
Mstep: Class 7 contains 15437 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 28467 members 
Mstep: Class 11 contains 8574 members 
Mstep: Class 12 contains 12671 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 12423 members 
Mstep: Class 15 contains 13098 members 
Mstep: Class 16 contains 115393 members 
Mstep: Class 17 contains 78019 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 26702 members 
Mstep: Class 20 contains 6513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34080748.000000 Penalty: 41197.003906
Iteration 20F: 20 clusters Score -3.408075e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 21826 members 
Mstep: Class 3 contains 149224 members 
Mstep: Class 4 contains 24560 members 
Mstep: Class 5 contains 37045 members 
Mstep: Class 6 contains 10898 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 9 contains 7602 members 
Mstep: Class 10 contains 28395 members 
Mstep: Class 11 contains 8471 members 
Mstep: Class 12 contains 12541 members 
Mstep: Class 13 contains 2354 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 13358 members 
Mstep: Class 16 contains 114521 members 
Mstep: Class 17 contains 79878 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 25069 members 
Mstep: Class 20 contains 6298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34084936.000000 Penalty: 41197.003906
Iteration 21Q: 20 clusters Score -3.408494e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 22096 members 
Mstep: Class 3 contains 149420 members 
Mstep: Class 4 contains 24543 members 
Mstep: Class 5 contains 38457 members 
Mstep: Class 6 contains 10911 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 9 contains 6990 members 
Mstep: Class 10 contains 28371 members 
Mstep: Class 11 contains 8340 members 
Mstep: Class 12 contains 12419 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 13113 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 113684 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 5839 members 
Mstep: Class 19 contains 23733 members 
Mstep: Class 20 contains 6102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34088472.000000 Penalty: 41197.003906
Iteration 22Q: 20 clusters Score -3.408847e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 22426 members 
Mstep: Class 3 contains 149508 members 
Mstep: Class 4 contains 24557 members 
Mstep: Class 5 contains 39741 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 10 contains 28296 members 
Mstep: Class 11 contains 8167 members 
Mstep: Class 12 contains 12312 members 
Mstep: Class 13 contains 2355 members 
Mstep: Class 14 contains 13461 members 
Mstep: Class 15 contains 13628 members 
Mstep: Class 16 contains 112858 members 
Mstep: Class 17 contains 82914 members 
Mstep: Class 18 contains 5772 members 
Mstep: Class 19 contains 22562 members 
Mstep: Class 20 contains 5885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34091344.000000 Penalty: 41197.003906
Iteration 23Q: 20 clusters Score -3.409134e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 22728 members 
Mstep: Class 3 contains 149518 members 
Mstep: Class 4 contains 24568 members 
Mstep: Class 5 contains 40869 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 14932 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 28274 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 12219 members 
Mstep: Class 13 contains 2339 members 
Mstep: Class 14 contains 13741 members 
Mstep: Class 15 contains 13687 members 
Mstep: Class 16 contains 112161 members 
Mstep: Class 17 contains 84111 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 21700 members 
Mstep: Class 20 contains 5677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34094376.000000 Penalty: 41197.003906
Iteration 24Q: 20 clusters Score -3.409438e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 23012 members 
Mstep: Class 3 contains 149502 members 
Mstep: Class 4 contains 24587 members 
Mstep: Class 5 contains 41900 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 9 contains 5192 members 
Mstep: Class 10 contains 28302 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 12165 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 13981 members 
Mstep: Class 15 contains 13733 members 
Mstep: Class 16 contains 111549 members 
Mstep: Class 17 contains 85156 members 
Mstep: Class 18 contains 5668 members 
Mstep: Class 19 contains 20941 members 
Mstep: Class 20 contains 5514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34097156.000000 Penalty: 41197.003906
Iteration 25Q: 20 clusters Score -3.409716e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 23274 members 
Mstep: Class 3 contains 149488 members 
Mstep: Class 4 contains 24613 members 
Mstep: Class 5 contains 42917 members 
Mstep: Class 6 contains 11218 members 
Mstep: Class 7 contains 15153 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 28249 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 12126 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 14120 members 
Mstep: Class 15 contains 13766 members 
Mstep: Class 16 contains 111018 members 
Mstep: Class 17 contains 86064 members 
Mstep: Class 18 contains 5625 members 
Mstep: Class 19 contains 20341 members 
Mstep: Class 20 contains 5394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34099796.000000 Penalty: 41197.003906
Iteration 26Q: 20 clusters Score -3.40998e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 23538 members 
Mstep: Class 3 contains 149462 members 
Mstep: Class 4 contains 24621 members 
Mstep: Class 5 contains 43933 members 
Mstep: Class 6 contains 11283 members 
Mstep: Class 7 contains 15227 members 
Mstep: Class 9 contains 4300 members 
Mstep: Class 10 contains 28167 members 
Mstep: Class 11 contains 7228 members 
Mstep: Class 12 contains 12109 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 14212 members 
Mstep: Class 15 contains 13759 members 
Mstep: Class 16 contains 110538 members 
Mstep: Class 17 contains 86818 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 19 contains 19771 members 
Mstep: Class 20 contains 5330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34102216.000000 Penalty: 41197.003906
Iteration 27Q: 20 clusters Score -3.410222e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 23734 members 
Mstep: Class 3 contains 149426 members 
Mstep: Class 4 contains 24641 members 
Mstep: Class 5 contains 44902 members 
Mstep: Class 6 contains 11326 members 
Mstep: Class 7 contains 15200 members 
Mstep: Class 9 contains 4048 members 
Mstep: Class 10 contains 28021 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 12101 members 
Mstep: Class 13 contains 2116 members 
Mstep: Class 14 contains 14281 members 
Mstep: Class 15 contains 13762 members 
Mstep: Class 16 contains 110137 members 
Mstep: Class 17 contains 87459 members 
Mstep: Class 18 contains 5564 members 
Mstep: Class 19 contains 19307 members 
Mstep: Class 20 contains 5342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34104052.000000 Penalty: 41197.003906
Iteration 28Q: 20 clusters Score -3.410405e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 23939 members 
Mstep: Class 3 contains 149378 members 
Mstep: Class 4 contains 24633 members 
Mstep: Class 5 contains 45821 members 
Mstep: Class 6 contains 11368 members 
Mstep: Class 7 contains 15198 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 27873 members 
Mstep: Class 11 contains 6907 members 
Mstep: Class 12 contains 12103 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 14368 members 
Mstep: Class 15 contains 13692 members 
Mstep: Class 16 contains 109789 members 
Mstep: Class 17 contains 87962 members 
Mstep: Class 18 contains 5564 members 
Mstep: Class 19 contains 18879 members 
Mstep: Class 20 contains 5435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34105896.000000 Penalty: 41197.003906
Iteration 29Q: 20 clusters Score -3.41059e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 24147 members 
Mstep: Class 3 contains 149317 members 
Mstep: Class 4 contains 24614 members 
Mstep: Class 5 contains 46699 members 
Mstep: Class 6 contains 11379 members 
Mstep: Class 7 contains 15164 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 27696 members 
Mstep: Class 11 contains 6781 members 
Mstep: Class 12 contains 12103 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 14367 members 
Mstep: Class 15 contains 13616 members 
Mstep: Class 16 contains 109500 members 
Mstep: Class 17 contains 88406 members 
Mstep: Class 18 contains 5592 members 
Mstep: Class 19 contains 18530 members 
Mstep: Class 20 contains 5563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34107456.000000 Penalty: 41197.003906
Iteration 30Q: 20 clusters Score -3.410746e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 24354 members 
Mstep: Class 3 contains 149246 members 
Mstep: Class 4 contains 24552 members 
Mstep: Class 5 contains 47488 members 
Mstep: Class 6 contains 11401 members 
Mstep: Class 7 contains 15092 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 27540 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 12101 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 14404 members 
Mstep: Class 15 contains 13546 members 
Mstep: Class 16 contains 109224 members 
Mstep: Class 17 contains 88745 members 
Mstep: Class 18 contains 5623 members 
Mstep: Class 19 contains 18203 members 
Mstep: Class 20 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34108968.000000 Penalty: 41197.003906
Iteration 31Q: 20 clusters Score -3.410897e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 24615 members 
Mstep: Class 3 contains 149158 members 
Mstep: Class 4 contains 24472 members 
Mstep: Class 5 contains 48201 members 
Mstep: Class 6 contains 11424 members 
Mstep: Class 7 contains 14959 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 27429 members 
Mstep: Class 11 contains 6609 members 
Mstep: Class 12 contains 12097 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 13425 members 
Mstep: Class 16 contains 108969 members 
Mstep: Class 17 contains 89051 members 
Mstep: Class 18 contains 5639 members 
Mstep: Class 19 contains 17891 members 
Mstep: Class 20 contains 6107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34110316.000000 Penalty: 41197.003906
Iteration 32Q: 20 clusters Score -3.411032e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 24920 members 
Mstep: Class 3 contains 149069 members 
Mstep: Class 4 contains 24395 members 
Mstep: Class 5 contains 48857 members 
Mstep: Class 6 contains 11447 members 
Mstep: Class 7 contains 14776 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 27290 members 
Mstep: Class 11 contains 6558 members 
Mstep: Class 12 contains 12100 members 
Mstep: Class 13 contains 1887 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 108758 members 
Mstep: Class 17 contains 89319 members 
Mstep: Class 18 contains 5661 members 
Mstep: Class 19 contains 17632 members 
Mstep: Class 20 contains 6406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34111536.000000 Penalty: 41197.003906
Iteration 33Q: 20 clusters Score -3.411154e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 25226 members 
Mstep: Class 3 contains 148942 members 
Mstep: Class 4 contains 24334 members 
Mstep: Class 5 contains 49476 members 
Mstep: Class 6 contains 11474 members 
Mstep: Class 7 contains 14538 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 27158 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 12097 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 14467 members 
Mstep: Class 15 contains 13015 members 
Mstep: Class 16 contains 108591 members 
Mstep: Class 17 contains 89533 members 
Mstep: Class 18 contains 5671 members 
Mstep: Class 19 contains 17367 members 
Mstep: Class 20 contains 6713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34112292.000000 Penalty: 41197.003906
Iteration 34Q: 20 clusters Score -3.411229e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 25485 members 
Mstep: Class 3 contains 148813 members 
Mstep: Class 4 contains 24271 members 
Mstep: Class 5 contains 50029 members 
Mstep: Class 6 contains 11482 members 
Mstep: Class 7 contains 14306 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 27026 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 12112 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 12829 members 
Mstep: Class 16 contains 108479 members 
Mstep: Class 17 contains 89696 members 
Mstep: Class 18 contains 5677 members 
Mstep: Class 19 contains 17130 members 
Mstep: Class 20 contains 6968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113132.000000 Penalty: 41197.003906
Iteration 35Q: 20 clusters Score -3.411313e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 25764 members 
Mstep: Class 3 contains 148710 members 
Mstep: Class 4 contains 24219 members 
Mstep: Class 5 contains 50567 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 14097 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 26925 members 
Mstep: Class 11 contains 6432 members 
Mstep: Class 12 contains 12123 members 
Mstep: Class 13 contains 1871 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 12617 members 
Mstep: Class 16 contains 108396 members 
Mstep: Class 17 contains 89820 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 16922 members 
Mstep: Class 20 contains 7179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113544.000000 Penalty: 41197.003906
Iteration 36Q: 20 clusters Score -3.411354e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 26063 members 
Mstep: Class 3 contains 148623 members 
Mstep: Class 4 contains 24188 members 
Mstep: Class 5 contains 51101 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 13934 members 
Mstep: Class 9 contains 3435 members 
Mstep: Class 10 contains 26862 members 
Mstep: Class 11 contains 6410 members 
Mstep: Class 12 contains 12123 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 14523 members 
Mstep: Class 15 contains 12384 members 
Mstep: Class 16 contains 108330 members 
Mstep: Class 17 contains 89884 members 
Mstep: Class 18 contains 5695 members 
Mstep: Class 19 contains 16751 members 
Mstep: Class 20 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114048.000000 Penalty: 41197.003906
Iteration 37Q: 20 clusters Score -3.411405e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 26355 members 
Mstep: Class 3 contains 148531 members 
Mstep: Class 4 contains 24165 members 
Mstep: Class 5 contains 51588 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 13802 members 
Mstep: Class 9 contains 3450 members 
Mstep: Class 10 contains 26825 members 
Mstep: Class 11 contains 6397 members 
Mstep: Class 12 contains 12123 members 
Mstep: Class 13 contains 1851 members 
Mstep: Class 14 contains 14491 members 
Mstep: Class 15 contains 12129 members 
Mstep: Class 16 contains 108286 members 
Mstep: Class 17 contains 89934 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 16586 members 
Mstep: Class 20 contains 7428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114432.000000 Penalty: 41197.003906
Iteration 38Q: 20 clusters Score -3.411443e+07 nChanged 2044
Entering ConstructFrom: 
Score: -34114432.000000 Penalty: 41197.003906
Entering ConstructFrom: 
Trying to split cluster 1 (42223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Entering Unmasked Estep 
Score: -2449071.750000 Penalty: 1730.742065
	Iteration 0F: 2 clusters Score -2449072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2420686.000000 Penalty: 3461.484131
	Iteration 0F: 3 clusters Score -2420686 nChanged 19858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2431679.250000 Penalty: 3461.484131
	Iteration 1F: 3 clusters Score -2431679 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2432094.500000 Penalty: 3461.484131
	Iteration 2Q: 3 clusters Score -2432094 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2432527.000000 Penalty: 3461.484131
	Iteration 3Q: 3 clusters Score -2432527 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2433100.000000 Penalty: 3461.484131
	Iteration 4Q: 3 clusters Score -2433100 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2433900.000000 Penalty: 3461.484131
	Iteration 5Q: 3 clusters Score -2433900 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2435067.250000 Penalty: 3461.484131
	Iteration 6Q: 3 clusters Score -2435067 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2436580.000000 Penalty: 3461.484131
	Iteration 7F: 3 clusters Score -2436580 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2438222.500000 Penalty: 3461.484131
	Iteration 8F: 3 clusters Score -2438222 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2439793.000000 Penalty: 3461.484131
	Iteration 9F: 3 clusters Score -2439793 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2441008.750000 Penalty: 3461.484131
	Iteration 10F: 3 clusters Score -2441009 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2441858.250000 Penalty: 3461.484131
	Iteration 11Q: 3 clusters Score -2441858 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2442458.250000 Penalty: 3461.484131
	Iteration 12Q: 3 clusters Score -2442458 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2442972.750000 Penalty: 3461.484131
	Iteration 13Q: 3 clusters Score -2442973 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2443420.000000 Penalty: 3461.484131
	Iteration 14Q: 3 clusters Score -2443420 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2443854.000000 Penalty: 3461.484131
	Iteration 15Q: 3 clusters Score -2443854 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2444262.750000 Penalty: 3461.484131
	Iteration 16Q: 3 clusters Score -2444263 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2444655.250000 Penalty: 3461.484131
	Iteration 17Q: 3 clusters Score -2444655 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2445014.750000 Penalty: 3461.484131
	Iteration 18Q: 3 clusters Score -2445015 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2445367.000000 Penalty: 3461.484131
	Iteration 19Q: 3 clusters Score -2445367 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2445673.750000 Penalty: 3461.484131
	Iteration 20F: 3 clusters Score -2445674 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2445982.500000 Penalty: 3461.484131
	Iteration 21Q: 3 clusters Score -2445982 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2446265.250000 Penalty: 3461.484131
	Iteration 22Q: 3 clusters Score -2446265 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2446544.500000 Penalty: 3461.484131
	Iteration 23Q: 3 clusters Score -2446544 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2446750.000000 Penalty: 3461.484131
	Iteration 24Q: 3 clusters Score -2446750 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2446926.750000 Penalty: 3461.484131
	Iteration 25Q: 3 clusters Score -2446927 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2447067.000000 Penalty: 3461.484131
	Iteration 26Q: 3 clusters Score -2447067 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2447192.250000 Penalty: 3461.484131
	Iteration 27Q: 3 clusters Score -2447192 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2447299.500000 Penalty: 3461.484131
	Iteration 28Q: 3 clusters Score -2447300 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2447371.000000 Penalty: 3461.484131
	Iteration 29Q: 3 clusters Score -2447371 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2447431.250000 Penalty: 3461.484131
	Iteration 30Q: 3 clusters Score -2447431 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2447488.500000 Penalty: 3461.484131
	Iteration 31Q: 3 clusters Score -2447488 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2447549.250000 Penalty: 3461.484131
	Iteration 32Q: 3 clusters Score -2447549 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2447587.000000 Penalty: 3461.484131
	Iteration 33Q: 3 clusters Score -2447587 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2447627.250000 Penalty: 3461.484131
	Iteration 34Q: 3 clusters Score -2447627 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2447655.500000 Penalty: 3461.484131
	Iteration 35Q: 3 clusters Score -2447656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2447675.500000 Penalty: 3461.484131
	Iteration 36Q: 3 clusters Score -2447676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2447692.500000 Penalty: 3461.484131
	Iteration 37Q: 3 clusters Score -2447692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2447702.250000 Penalty: 3461.484131
	Iteration 38Q: 3 clusters Score -2447702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2447709.750000 Penalty: 3461.484131
	Iteration 39Q: 3 clusters Score -2447710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2447722.250000 Penalty: 3461.484131
	Iteration 40F: 3 clusters Score -2447722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2447727.500000 Penalty: 3461.484131
	Iteration 41Q: 3 clusters Score -2447728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2447740.750000 Penalty: 3461.484131
	Iteration 42Q: 3 clusters Score -2447741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2447746.750000 Penalty: 3461.484131
	Iteration 43Q: 3 clusters Score -2447747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2447752.500000 Penalty: 3461.484131
	Iteration 44Q: 3 clusters Score -2447752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2447755.000000 Penalty: 3461.484131
	Iteration 45Q: 3 clusters Score -2447755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2447765.250000 Penalty: 3461.484131
	Iteration 46Q: 3 clusters Score -2447765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2447764.500000 Penalty: 3461.484131
	Iteration 47Q: 3 clusters Score -2447764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2447768.250000 Penalty: 3461.484131
	Iteration 48Q: 3 clusters Score -2447768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2447771.000000 Penalty: 3461.484131
	Iteration 49Q: 3 clusters Score -2447771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2447770.500000 Penalty: 3461.484131
	Iteration 50Q: 3 clusters Score -2447770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2447774.250000 Penalty: 3461.484131
	Iteration 51Q: 3 clusters Score -2447774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2447778.500000 Penalty: 3461.484131
	Iteration 52Q: 3 clusters Score -2447778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2447777.000000 Penalty: 3461.484131
	Iteration 53Q: 3 clusters Score -2447777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2447781.500000 Penalty: 3461.484131
	Iteration 54Q: 3 clusters Score -2447782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2447780.500000 Penalty: 3461.484131
	Iteration 55Q: 3 clusters Score -2447780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2447782.750000 Penalty: 3461.484131
	Iteration 56Q: 3 clusters Score -2447783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2447784.250000 Penalty: 3461.484131
	Iteration 57Q: 3 clusters Score -2447784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2447784.000000 Penalty: 3461.484131
	Iteration 58Q: 3 clusters Score -2447784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2447784.000000 Penalty: 3461.484131
	Iteration 59Q: 3 clusters Score -2447784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2447785.250000 Penalty: 3461.484131
	Iteration 60F: 3 clusters Score -2447785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2447786.250000 Penalty: 3461.484131
	Iteration 61Q: 3 clusters Score -2447786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2447787.250000 Penalty: 3461.484131
	Iteration 62Q: 3 clusters Score -2447787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2447789.000000 Penalty: 3461.484131
	Iteration 63Q: 3 clusters Score -2447789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2447787.250000 Penalty: 3461.484131
	Iteration 64Q: 3 clusters Score -2447787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2447788.000000 Penalty: 3461.484131
	Iteration 65Q: 3 clusters Score -2447788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2447789.750000 Penalty: 3461.484131
	Iteration 66Q: 3 clusters Score -2447790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2447790.750000 Penalty: 3461.484131
	Iteration 67Q: 3 clusters Score -2447791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2447790.000000 Penalty: 3461.484131
	Iteration 68Q: 3 clusters Score -2447790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2447790.250000 Penalty: 3461.484131
	Iteration 69Q: 3 clusters Score -2447790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2447790.250000 Penalty: 3461.484131
	Iteration 70F: 3 clusters Score -2447790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Entering Unmasked Estep 
Score: -1560207.875000 Penalty: 1656.048828
	Iteration 0F: 2 clusters Score -1560208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1542253.125000 Penalty: 3312.097656
	Iteration 0F: 3 clusters Score -1542253 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1548950.500000 Penalty: 3312.097656
	Iteration 1F: 3 clusters Score -1548950 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1549435.750000 Penalty: 3312.097656
	Iteration 2Q: 3 clusters Score -1549436 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1550097.500000 Penalty: 3312.097656
	Iteration 3F: 3 clusters Score -1550098 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1551134.375000 Penalty: 3312.097656
	Iteration 4F: 3 clusters Score -1551134 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1552648.125000 Penalty: 3312.097656
	Iteration 5F: 3 clusters Score -1552648 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -1554657.250000 Penalty: 3312.097656
	Iteration 6F: 3 clusters Score -1554657 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -1556622.625000 Penalty: 3312.097656
	Iteration 7F: 3 clusters Score -1556623 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -1557905.875000 Penalty: 3312.097656
	Iteration 8Q: 3 clusters Score -1557906 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -1558426.125000 Penalty: 3312.097656
	Iteration 9Q: 3 clusters Score -1558426 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -1558636.000000 Penalty: 3312.097656
	Iteration 10Q: 3 clusters Score -1558636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -1558721.625000 Penalty: 3312.097656
	Iteration 11Q: 3 clusters Score -1558722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -1558759.000000 Penalty: 3312.097656
	Iteration 12Q: 3 clusters Score -1558759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -1558773.000000 Penalty: 3312.097656
	Iteration 13Q: 3 clusters Score -1558773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1558782.250000 Penalty: 3312.097656
	Iteration 14Q: 3 clusters Score -1558782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -1558788.250000 Penalty: 3312.097656
	Iteration 15Q: 3 clusters Score -1558788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -1558790.750000 Penalty: 3312.097656
	Iteration 16Q: 3 clusters Score -1558791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -1558798.750000 Penalty: 3312.097656
	Iteration 17Q: 3 clusters Score -1558799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -1558800.375000 Penalty: 3312.097656
	Iteration 18Q: 3 clusters Score -1558800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -1558800.375000 Penalty: 3312.097656
	Iteration 19F: 3 clusters Score -1558800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (148441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Entering Unmasked Estep 
Score: -8687291.000000 Penalty: 1935.040649
	Iteration 0F: 2 clusters Score -8687291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -8587531.000000 Penalty: 3870.081299
	Iteration 0F: 3 clusters Score -8587531 nChanged 71654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -8629927.000000 Penalty: 3870.081299
	Iteration 1F: 3 clusters Score -8629927 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -8631020.000000 Penalty: 3870.081299
	Iteration 2Q: 3 clusters Score -8631020 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -8632370.000000 Penalty: 3870.081299
	Iteration 3Q: 3 clusters Score -8632370 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -8634508.000000 Penalty: 3870.081299
	Iteration 4Q: 3 clusters Score -8634508 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -8638034.000000 Penalty: 3870.081299
	Iteration 5Q: 3 clusters Score -8638034 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -8643608.000000 Penalty: 3870.081299
	Iteration 6F: 3 clusters Score -8643608 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99472 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -8651607.000000 Penalty: 3870.081299
	Iteration 7F: 3 clusters Score -8651607 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -8660198.000000 Penalty: 3870.081299
	Iteration 8F: 3 clusters Score -8660198 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -8667166.000000 Penalty: 3870.081299
	Iteration 9F: 3 clusters Score -8667166 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116968 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -8671811.000000 Penalty: 3870.081299
	Iteration 10Q: 3 clusters Score -8671811 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119728 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -8674328.000000 Penalty: 3870.081299
	Iteration 11Q: 3 clusters Score -8674328 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121895 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -8675825.000000 Penalty: 3870.081299
	Iteration 12Q: 3 clusters Score -8675825 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -8676836.000000 Penalty: 3870.081299
	Iteration 13Q: 3 clusters Score -8676836 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125693 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -8677732.000000 Penalty: 3870.081299
	Iteration 14Q: 3 clusters Score -8677732 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127351 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -8678376.000000 Penalty: 3870.081299
	Iteration 15Q: 3 clusters Score -8678376 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128845 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -8678963.000000 Penalty: 3870.081299
	Iteration 16Q: 3 clusters Score -8678963 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130244 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -8679474.000000 Penalty: 3870.081299
	Iteration 17Q: 3 clusters Score -8679474 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131583 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -8679951.000000 Penalty: 3870.081299
	Iteration 18Q: 3 clusters Score -8679951 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132928 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -8680475.000000 Penalty: 3870.081299
	Iteration 19Q: 3 clusters Score -8680475 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134248 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -8680963.000000 Penalty: 3870.081299
	Iteration 20F: 3 clusters Score -8680963 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135517 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -8681486.000000 Penalty: 3870.081299
	Iteration 21Q: 3 clusters Score -8681486 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -8682031.000000 Penalty: 3870.081299
	Iteration 22Q: 3 clusters Score -8682031 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -8682649.000000 Penalty: 3870.081299
	Iteration 23Q: 3 clusters Score -8682649 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138997 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -8683343.000000 Penalty: 3870.081299
	Iteration 24Q: 3 clusters Score -8683343 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -8684036.000000 Penalty: 3870.081299
	Iteration 25Q: 3 clusters Score -8684036 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140800 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -8684770.000000 Penalty: 3870.081299
	Iteration 26Q: 3 clusters Score -8684770 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -8685561.000000 Penalty: 3870.081299
	Iteration 27Q: 3 clusters Score -8685561 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141986 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -8686222.000000 Penalty: 3870.081299
	Iteration 28Q: 3 clusters Score -8686222 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142368 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8686655.000000 Penalty: 3870.081299
	Iteration 29Q: 3 clusters Score -8686655 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142631 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -8686866.000000 Penalty: 3870.081299
	Iteration 30Q: 3 clusters Score -8686866 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -8686975.000000 Penalty: 3870.081299
	Iteration 31Q: 3 clusters Score -8686975 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142975 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -8687054.000000 Penalty: 3870.081299
	Iteration 32Q: 3 clusters Score -8687054 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143091 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -8687134.000000 Penalty: 3870.081299
	Iteration 33Q: 3 clusters Score -8687134 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143186 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -8687173.000000 Penalty: 3870.081299
	Iteration 34Q: 3 clusters Score -8687173 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143275 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -8687212.000000 Penalty: 3870.081299
	Iteration 35Q: 3 clusters Score -8687212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143356 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -8687228.000000 Penalty: 3870.081299
	Iteration 36Q: 3 clusters Score -8687228 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143420 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -8687248.000000 Penalty: 3870.081299
	Iteration 37Q: 3 clusters Score -8687248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143480 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -8687242.000000 Penalty: 3870.081299
	Iteration 38Q: 3 clusters Score -8687242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143528 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -8687253.000000 Penalty: 3870.081299
	Iteration 39Q: 3 clusters Score -8687253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143575 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -8687272.000000 Penalty: 3870.081299
	Iteration 40F: 3 clusters Score -8687272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143613 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -8687285.000000 Penalty: 3870.081299
	Iteration 41Q: 3 clusters Score -8687285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -8687296.000000 Penalty: 3870.081299
	Iteration 42Q: 3 clusters Score -8687296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143679 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8687297.000000 Penalty: 3870.081299
	Iteration 43Q: 3 clusters Score -8687297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -8687294.000000 Penalty: 3870.081299
	Iteration 44Q: 3 clusters Score -8687294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143711 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8687281.000000 Penalty: 3870.081299
	Iteration 45Q: 3 clusters Score -8687281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143725 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -8687279.000000 Penalty: 3870.081299
	Iteration 46Q: 3 clusters Score -8687279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143739 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -8687280.000000 Penalty: 3870.081299
	Iteration 47Q: 3 clusters Score -8687280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143754 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8687269.000000 Penalty: 3870.081299
	Iteration 48Q: 3 clusters Score -8687269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143768 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -8687283.000000 Penalty: 3870.081299
	Iteration 49Q: 3 clusters Score -8687283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143774 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -8687282.000000 Penalty: 3870.081299
	Iteration 50Q: 3 clusters Score -8687282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143780 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -8687279.000000 Penalty: 3870.081299
	Iteration 51Q: 3 clusters Score -8687279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143785 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -8687272.000000 Penalty: 3870.081299
	Iteration 52Q: 3 clusters Score -8687272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143789 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -8687271.000000 Penalty: 3870.081299
	Iteration 53Q: 3 clusters Score -8687271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143794 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -8687282.000000 Penalty: 3870.081299
	Iteration 54Q: 3 clusters Score -8687282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -8687283.000000 Penalty: 3870.081299
	Iteration 55Q: 3 clusters Score -8687283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143801 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -8687269.000000 Penalty: 3870.081299
	Iteration 56Q: 3 clusters Score -8687269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143805 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8687257.000000 Penalty: 3870.081299
	Iteration 57Q: 3 clusters Score -8687257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143811 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -8687259.000000 Penalty: 3870.081299
	Iteration 58Q: 3 clusters Score -8687259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143820 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -8687262.000000 Penalty: 3870.081299
	Iteration 59Q: 3 clusters Score -8687262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143824 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8687274.000000 Penalty: 3870.081299
	Iteration 60F: 3 clusters Score -8687274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143825 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -8687278.000000 Penalty: 3870.081299
	Iteration 61Q: 3 clusters Score -8687278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143826 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -8687279.000000 Penalty: 3870.081299
	Iteration 62Q: 3 clusters Score -8687279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143827 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -8687278.000000 Penalty: 3870.081299
	Iteration 63Q: 3 clusters Score -8687278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143828 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -8687282.000000 Penalty: 3870.081299
	Iteration 64Q: 3 clusters Score -8687282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143830 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -8687278.000000 Penalty: 3870.081299
	Iteration 65Q: 3 clusters Score -8687278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143830 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -8687278.000000 Penalty: 3870.081299
	Iteration 66F: 3 clusters Score -8687278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Entering Unmasked Estep 
Score: -1367673.750000 Penalty: 1639.916016
	Iteration 0F: 2 clusters Score -1367674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1351220.250000 Penalty: 3279.832031
	Iteration 0F: 3 clusters Score -1351220 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1357403.375000 Penalty: 3279.832031
	Iteration 1F: 3 clusters Score -1357403 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1358116.750000 Penalty: 3279.832031
	Iteration 2F: 3 clusters Score -1358117 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1359018.625000 Penalty: 3279.832031
	Iteration 3F: 3 clusters Score -1359019 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1360220.375000 Penalty: 3279.832031
	Iteration 4F: 3 clusters Score -1360220 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1361463.875000 Penalty: 3279.832031
	Iteration 5F: 3 clusters Score -1361464 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1362574.250000 Penalty: 3279.832031
	Iteration 6F: 3 clusters Score -1362574 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1363704.625000 Penalty: 3279.832031
	Iteration 7F: 3 clusters Score -1363705 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1364781.375000 Penalty: 3279.832031
	Iteration 8F: 3 clusters Score -1364781 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1365658.375000 Penalty: 3279.832031
	Iteration 9F: 3 clusters Score -1365658 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1366302.125000 Penalty: 3279.832031
	Iteration 10Q: 3 clusters Score -1366302 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1366742.750000 Penalty: 3279.832031
	Iteration 11Q: 3 clusters Score -1366743 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1367066.250000 Penalty: 3279.832031
	Iteration 12Q: 3 clusters Score -1367066 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1367292.625000 Penalty: 3279.832031
	Iteration 13Q: 3 clusters Score -1367293 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -1367494.750000 Penalty: 3279.832031
	Iteration 14Q: 3 clusters Score -1367495 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1367666.000000 Penalty: 3279.832031
	Iteration 15Q: 3 clusters Score -1367666 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1367793.375000 Penalty: 3279.832031
	Iteration 16Q: 3 clusters Score -1367793 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1367882.250000 Penalty: 3279.832031
	Iteration 17Q: 3 clusters Score -1367882 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1367957.625000 Penalty: 3279.832031
	Iteration 18Q: 3 clusters Score -1367958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -1368020.375000 Penalty: 3279.832031
	Iteration 19Q: 3 clusters Score -1368020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -1368068.125000 Penalty: 3279.832031
	Iteration 20F: 3 clusters Score -1368068 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -1368093.125000 Penalty: 3279.832031
	Iteration 21Q: 3 clusters Score -1368093 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1368120.125000 Penalty: 3279.832031
	Iteration 22Q: 3 clusters Score -1368120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1368140.000000 Penalty: 3279.832031
	Iteration 23Q: 3 clusters Score -1368140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1368153.750000 Penalty: 3279.832031
	Iteration 24Q: 3 clusters Score -1368154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -1368164.625000 Penalty: 3279.832031
	Iteration 25Q: 3 clusters Score -1368165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -1368181.625000 Penalty: 3279.832031
	Iteration 26Q: 3 clusters Score -1368182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1368184.750000 Penalty: 3279.832031
	Iteration 27Q: 3 clusters Score -1368185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -1368200.000000 Penalty: 3279.832031
	Iteration 28Q: 3 clusters Score -1368200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1368200.250000 Penalty: 3279.832031
	Iteration 29Q: 3 clusters Score -1368200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1368202.125000 Penalty: 3279.832031
	Iteration 30Q: 3 clusters Score -1368202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -1368207.375000 Penalty: 3279.832031
	Iteration 31Q: 3 clusters Score -1368207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -1368213.375000 Penalty: 3279.832031
	Iteration 32Q: 3 clusters Score -1368213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1368211.750000 Penalty: 3279.832031
	Iteration 33Q: 3 clusters Score -1368212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -1368218.375000 Penalty: 3279.832031
	Iteration 34Q: 3 clusters Score -1368218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1368219.750000 Penalty: 3279.832031
	Iteration 35Q: 3 clusters Score -1368220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -1368221.250000 Penalty: 3279.832031
	Iteration 36Q: 3 clusters Score -1368221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -1368221.875000 Penalty: 3279.832031
	Iteration 37Q: 3 clusters Score -1368222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1368225.125000 Penalty: 3279.832031
	Iteration 38Q: 3 clusters Score -1368225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1368226.250000 Penalty: 3279.832031
	Iteration 39Q: 3 clusters Score -1368226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1368229.125000 Penalty: 3279.832031
	Iteration 40F: 3 clusters Score -1368229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -1368232.125000 Penalty: 3279.832031
	Iteration 41Q: 3 clusters Score -1368232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -1368236.250000 Penalty: 3279.832031
	Iteration 42Q: 3 clusters Score -1368236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -1368236.750000 Penalty: 3279.832031
	Iteration 43Q: 3 clusters Score -1368237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -1368237.125000 Penalty: 3279.832031
	Iteration 44Q: 3 clusters Score -1368237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1368235.125000 Penalty: 3279.832031
	Iteration 45Q: 3 clusters Score -1368235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -1368235.000000 Penalty: 3279.832031
	Iteration 46Q: 3 clusters Score -1368235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -1368238.125000 Penalty: 3279.832031
	Iteration 47Q: 3 clusters Score -1368238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -1368235.750000 Penalty: 3279.832031
	Iteration 48Q: 3 clusters Score -1368236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -1368236.500000 Penalty: 3279.832031
	Iteration 49Q: 3 clusters Score -1368236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -1368239.500000 Penalty: 3279.832031
	Iteration 50Q: 3 clusters Score -1368240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -1368237.625000 Penalty: 3279.832031
	Iteration 51Q: 3 clusters Score -1368238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -1368238.625000 Penalty: 3279.832031
	Iteration 52Q: 3 clusters Score -1368239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1368238.750000 Penalty: 3279.832031
	Iteration 53Q: 3 clusters Score -1368239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -1368238.500000 Penalty: 3279.832031
	Iteration 54Q: 3 clusters Score -1368238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -1368237.125000 Penalty: 3279.832031
	Iteration 55Q: 3 clusters Score -1368237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1368236.625000 Penalty: 3279.832031
	Iteration 56Q: 3 clusters Score -1368237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -1368239.375000 Penalty: 3279.832031
	Iteration 57Q: 3 clusters Score -1368239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -1368237.250000 Penalty: 3279.832031
	Iteration 58Q: 3 clusters Score -1368237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -1368238.875000 Penalty: 3279.832031
	Iteration 59Q: 3 clusters Score -1368239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -1368238.625000 Penalty: 3279.832031
	Iteration 60F: 3 clusters Score -1368239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1368240.250000 Penalty: 3279.832031
	Iteration 61Q: 3 clusters Score -1368240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1368240.250000 Penalty: 3279.832031
	Iteration 62F: 3 clusters Score -1368240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 26664 members 
Mstep: Class 3 contains 148441 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 52076 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 26793 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 108262 members 
Mstep: Class 17 contains 89973 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 16427 members 
Mstep: Class 20 contains 7487 members 
Entering Unmasked Estep 
Score: -34114524.000000 Penalty: 43365.265625
Splitting cluster 4 changes total score from -34114432.000000 to -34114524.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (52076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Entering Unmasked Estep 
Score: -2646012.750000 Penalty: 1764.824585
	Iteration 0F: 2 clusters Score -2646013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2611214.000000 Penalty: 3529.649170
	Iteration 0F: 3 clusters Score -2611214 nChanged 24468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2625884.750000 Penalty: 3529.649170
	Iteration 1F: 3 clusters Score -2625885 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -2626697.750000 Penalty: 3529.649170
	Iteration 2Q: 3 clusters Score -2626698 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -2627497.500000 Penalty: 3529.649170
	Iteration 3Q: 3 clusters Score -2627498 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -2628401.250000 Penalty: 3529.649170
	Iteration 4Q: 3 clusters Score -2628401 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -2629410.500000 Penalty: 3529.649170
	Iteration 5Q: 3 clusters Score -2629410 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -2630579.000000 Penalty: 3529.649170
	Iteration 6Q: 3 clusters Score -2630579 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -2631800.500000 Penalty: 3529.649170
	Iteration 7Q: 3 clusters Score -2631800 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -2633082.000000 Penalty: 3529.649170
	Iteration 8Q: 3 clusters Score -2633082 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -2634382.750000 Penalty: 3529.649170
	Iteration 9Q: 3 clusters Score -2634383 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -2635629.250000 Penalty: 3529.649170
	Iteration 10Q: 3 clusters Score -2635629 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -2636759.000000 Penalty: 3529.649170
	Iteration 11Q: 3 clusters Score -2636759 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -2637835.750000 Penalty: 3529.649170
	Iteration 12Q: 3 clusters Score -2637836 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -2638763.750000 Penalty: 3529.649170
	Iteration 13Q: 3 clusters Score -2638764 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -2639627.500000 Penalty: 3529.649170
	Iteration 14Q: 3 clusters Score -2639628 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -2640499.250000 Penalty: 3529.649170
	Iteration 15Q: 3 clusters Score -2640499 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -2641368.250000 Penalty: 3529.649170
	Iteration 16Q: 3 clusters Score -2641368 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -2642157.500000 Penalty: 3529.649170
	Iteration 17Q: 3 clusters Score -2642158 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -2642823.750000 Penalty: 3529.649170
	Iteration 18Q: 3 clusters Score -2642824 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -2643358.500000 Penalty: 3529.649170
	Iteration 19Q: 3 clusters Score -2643358 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -2643776.000000 Penalty: 3529.649170
	Iteration 20F: 3 clusters Score -2643776 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -2644075.250000 Penalty: 3529.649170
	Iteration 21Q: 3 clusters Score -2644075 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -2644294.000000 Penalty: 3529.649170
	Iteration 22Q: 3 clusters Score -2644294 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -2644442.000000 Penalty: 3529.649170
	Iteration 23Q: 3 clusters Score -2644442 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -2644567.500000 Penalty: 3529.649170
	Iteration 24Q: 3 clusters Score -2644568 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -2644651.750000 Penalty: 3529.649170
	Iteration 25Q: 3 clusters Score -2644652 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -2644716.500000 Penalty: 3529.649170
	Iteration 26Q: 3 clusters Score -2644716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -2644758.000000 Penalty: 3529.649170
	Iteration 27Q: 3 clusters Score -2644758 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -2644795.250000 Penalty: 3529.649170
	Iteration 28Q: 3 clusters Score -2644795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -2644825.750000 Penalty: 3529.649170
	Iteration 29Q: 3 clusters Score -2644826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -2644867.000000 Penalty: 3529.649170
	Iteration 30Q: 3 clusters Score -2644867 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -2644902.000000 Penalty: 3529.649170
	Iteration 31Q: 3 clusters Score -2644902 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -2644938.750000 Penalty: 3529.649170
	Iteration 32Q: 3 clusters Score -2644939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -2644958.250000 Penalty: 3529.649170
	Iteration 33Q: 3 clusters Score -2644958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -2644981.750000 Penalty: 3529.649170
	Iteration 34Q: 3 clusters Score -2644982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -2644999.500000 Penalty: 3529.649170
	Iteration 35Q: 3 clusters Score -2645000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -2645021.000000 Penalty: 3529.649170
	Iteration 36Q: 3 clusters Score -2645021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -2645042.750000 Penalty: 3529.649170
	Iteration 37Q: 3 clusters Score -2645043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -2645046.750000 Penalty: 3529.649170
	Iteration 38Q: 3 clusters Score -2645047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -2645054.500000 Penalty: 3529.649170
	Iteration 39Q: 3 clusters Score -2645054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -2645056.000000 Penalty: 3529.649170
	Iteration 40F: 3 clusters Score -2645056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -2645058.500000 Penalty: 3529.649170
	Iteration 41Q: 3 clusters Score -2645058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -2645061.250000 Penalty: 3529.649170
	Iteration 42Q: 3 clusters Score -2645061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -2645069.000000 Penalty: 3529.649170
	Iteration 43Q: 3 clusters Score -2645069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -2645077.000000 Penalty: 3529.649170
	Iteration 44Q: 3 clusters Score -2645077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -2645084.250000 Penalty: 3529.649170
	Iteration 45Q: 3 clusters Score -2645084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -2645089.000000 Penalty: 3529.649170
	Iteration 46Q: 3 clusters Score -2645089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -2645090.000000 Penalty: 3529.649170
	Iteration 47Q: 3 clusters Score -2645090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -2645098.250000 Penalty: 3529.649170
	Iteration 48Q: 3 clusters Score -2645098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -2645113.250000 Penalty: 3529.649170
	Iteration 49Q: 3 clusters Score -2645113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -2645121.500000 Penalty: 3529.649170
	Iteration 50Q: 3 clusters Score -2645122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -2645127.500000 Penalty: 3529.649170
	Iteration 51Q: 3 clusters Score -2645128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -2645142.000000 Penalty: 3529.649170
	Iteration 52Q: 3 clusters Score -2645142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -2645146.500000 Penalty: 3529.649170
	Iteration 53Q: 3 clusters Score -2645146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -2645149.500000 Penalty: 3529.649170
	Iteration 54Q: 3 clusters Score -2645150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -2645153.750000 Penalty: 3529.649170
	Iteration 55Q: 3 clusters Score -2645154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -2645159.500000 Penalty: 3529.649170
	Iteration 56Q: 3 clusters Score -2645160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -2645168.500000 Penalty: 3529.649170
	Iteration 57Q: 3 clusters Score -2645168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -2645177.500000 Penalty: 3529.649170
	Iteration 58Q: 3 clusters Score -2645178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -2645189.750000 Penalty: 3529.649170
	Iteration 59Q: 3 clusters Score -2645190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -2645201.250000 Penalty: 3529.649170
	Iteration 60F: 3 clusters Score -2645201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -2645208.250000 Penalty: 3529.649170
	Iteration 61Q: 3 clusters Score -2645208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -2645227.500000 Penalty: 3529.649170
	Iteration 62Q: 3 clusters Score -2645228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -2645236.250000 Penalty: 3529.649170
	Iteration 63Q: 3 clusters Score -2645236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -2645252.000000 Penalty: 3529.649170
	Iteration 64Q: 3 clusters Score -2645252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -2645265.000000 Penalty: 3529.649170
	Iteration 65Q: 3 clusters Score -2645265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -2645273.000000 Penalty: 3529.649170
	Iteration 66Q: 3 clusters Score -2645273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -2645274.750000 Penalty: 3529.649170
	Iteration 67Q: 3 clusters Score -2645275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -2645287.500000 Penalty: 3529.649170
	Iteration 68Q: 3 clusters Score -2645288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -2645292.000000 Penalty: 3529.649170
	Iteration 69Q: 3 clusters Score -2645292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -2645304.000000 Penalty: 3529.649170
	Iteration 70Q: 3 clusters Score -2645304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -2645316.750000 Penalty: 3529.649170
	Iteration 71Q: 3 clusters Score -2645317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -2645321.250000 Penalty: 3529.649170
	Iteration 72Q: 3 clusters Score -2645321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -2645326.750000 Penalty: 3529.649170
	Iteration 73Q: 3 clusters Score -2645327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -2645330.500000 Penalty: 3529.649170
	Iteration 74Q: 3 clusters Score -2645330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -2645332.750000 Penalty: 3529.649170
	Iteration 75Q: 3 clusters Score -2645333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -2645339.750000 Penalty: 3529.649170
	Iteration 76Q: 3 clusters Score -2645340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -2645344.250000 Penalty: 3529.649170
	Iteration 77Q: 3 clusters Score -2645344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -2645353.250000 Penalty: 3529.649170
	Iteration 78Q: 3 clusters Score -2645353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -2645356.750000 Penalty: 3529.649170
	Iteration 79Q: 3 clusters Score -2645357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -2645364.250000 Penalty: 3529.649170
	Iteration 80F: 3 clusters Score -2645364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -2645359.750000 Penalty: 3529.649170
	Iteration 81Q: 3 clusters Score -2645360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -2645370.750000 Penalty: 3529.649170
	Iteration 82Q: 3 clusters Score -2645371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -2645369.000000 Penalty: 3529.649170
	Iteration 83Q: 3 clusters Score -2645369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -2645373.500000 Penalty: 3529.649170
	Iteration 84Q: 3 clusters Score -2645374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -2645376.750000 Penalty: 3529.649170
	Iteration 85Q: 3 clusters Score -2645377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -2645380.500000 Penalty: 3529.649170
	Iteration 86Q: 3 clusters Score -2645380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -2645379.250000 Penalty: 3529.649170
	Iteration 87Q: 3 clusters Score -2645379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -2645391.000000 Penalty: 3529.649170
	Iteration 88Q: 3 clusters Score -2645391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -2645401.250000 Penalty: 3529.649170
	Iteration 89Q: 3 clusters Score -2645401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -2645411.750000 Penalty: 3529.649170
	Iteration 90Q: 3 clusters Score -2645412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -2645409.250000 Penalty: 3529.649170
	Iteration 91Q: 3 clusters Score -2645409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -2645412.000000 Penalty: 3529.649170
	Iteration 92Q: 3 clusters Score -2645412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -2645414.500000 Penalty: 3529.649170
	Iteration 93Q: 3 clusters Score -2645414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -2645423.000000 Penalty: 3529.649170
	Iteration 94Q: 3 clusters Score -2645423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -2645424.500000 Penalty: 3529.649170
	Iteration 95Q: 3 clusters Score -2645424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -2645428.000000 Penalty: 3529.649170
	Iteration 96Q: 3 clusters Score -2645428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -2645429.500000 Penalty: 3529.649170
	Iteration 97Q: 3 clusters Score -2645430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2645430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -2645429.500000 Penalty: 3529.649170
	Iteration 99Q: 3 clusters Score -2645430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -2645433.750000 Penalty: 3529.649170
	Iteration 100F: 3 clusters Score -2645434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -2645438.000000 Penalty: 3529.649170
	Iteration 101Q: 3 clusters Score -2645438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -2645452.000000 Penalty: 3529.649170
	Iteration 102Q: 3 clusters Score -2645452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -2645458.000000 Penalty: 3529.649170
	Iteration 103Q: 3 clusters Score -2645458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -2645459.000000 Penalty: 3529.649170
	Iteration 104Q: 3 clusters Score -2645459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -2645464.000000 Penalty: 3529.649170
	Iteration 105Q: 3 clusters Score -2645464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -2645464.500000 Penalty: 3529.649170
	Iteration 106Q: 3 clusters Score -2645464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -2645475.750000 Penalty: 3529.649170
	Iteration 107Q: 3 clusters Score -2645476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -2645475.000000 Penalty: 3529.649170
	Iteration 108Q: 3 clusters Score -2645475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -2645478.250000 Penalty: 3529.649170
	Iteration 109Q: 3 clusters Score -2645478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -2645485.250000 Penalty: 3529.649170
	Iteration 110Q: 3 clusters Score -2645485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -2645483.750000 Penalty: 3529.649170
	Iteration 111Q: 3 clusters Score -2645484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -2645484.500000 Penalty: 3529.649170
	Iteration 112Q: 3 clusters Score -2645484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -2645487.250000 Penalty: 3529.649170
	Iteration 113Q: 3 clusters Score -2645487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -2645487.000000 Penalty: 3529.649170
	Iteration 114Q: 3 clusters Score -2645487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -2645485.000000 Penalty: 3529.649170
	Iteration 115Q: 3 clusters Score -2645485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -2645486.500000 Penalty: 3529.649170
	Iteration 116Q: 3 clusters Score -2645486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -2645491.500000 Penalty: 3529.649170
	Iteration 117Q: 3 clusters Score -2645492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -2645494.250000 Penalty: 3529.649170
	Iteration 118Q: 3 clusters Score -2645494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -2645500.500000 Penalty: 3529.649170
	Iteration 119Q: 3 clusters Score -2645500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -2645497.500000 Penalty: 3529.649170
	Iteration 120F: 3 clusters Score -2645498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -2645498.250000 Penalty: 3529.649170
	Iteration 121Q: 3 clusters Score -2645498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -2645504.000000 Penalty: 3529.649170
	Iteration 122Q: 3 clusters Score -2645504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -2645503.000000 Penalty: 3529.649170
	Iteration 123Q: 3 clusters Score -2645503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -2645510.000000 Penalty: 3529.649170
	Iteration 124Q: 3 clusters Score -2645510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -2645509.750000 Penalty: 3529.649170
	Iteration 125Q: 3 clusters Score -2645510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -2645513.500000 Penalty: 3529.649170
	Iteration 126Q: 3 clusters Score -2645514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -2645512.250000 Penalty: 3529.649170
	Iteration 127Q: 3 clusters Score -2645512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -2645514.250000 Penalty: 3529.649170
	Iteration 128Q: 3 clusters Score -2645514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -2645515.750000 Penalty: 3529.649170
	Iteration 129Q: 3 clusters Score -2645516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -2645516.500000 Penalty: 3529.649170
	Iteration 130Q: 3 clusters Score -2645516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -2645520.250000 Penalty: 3529.649170
	Iteration 131Q: 3 clusters Score -2645520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -2645522.250000 Penalty: 3529.649170
	Iteration 132Q: 3 clusters Score -2645522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -2645524.500000 Penalty: 3529.649170
	Iteration 133Q: 3 clusters Score -2645524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -2645521.250000 Penalty: 3529.649170
	Iteration 134Q: 3 clusters Score -2645521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -2645525.250000 Penalty: 3529.649170
	Iteration 135Q: 3 clusters Score -2645525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -2645524.250000 Penalty: 3529.649170
	Iteration 136Q: 3 clusters Score -2645524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -2645527.750000 Penalty: 3529.649170
	Iteration 137Q: 3 clusters Score -2645528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -2645526.750000 Penalty: 3529.649170
	Iteration 138Q: 3 clusters Score -2645527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -2645526.500000 Penalty: 3529.649170
	Iteration 139Q: 3 clusters Score -2645526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -2645528.250000 Penalty: 3529.649170
	Iteration 140F: 3 clusters Score -2645528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Entering Unmasked Estep 
Score: -628924.750000 Penalty: 1519.744507
	Iteration 0F: 2 clusters Score -628924.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -620776.187500 Penalty: 3039.489014
	Iteration 0F: 3 clusters Score -620776.2 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -623757.375000 Penalty: 3039.489014
	Iteration 1F: 3 clusters Score -623757.4 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -624416.625000 Penalty: 3039.489014
	Iteration 2F: 3 clusters Score -624416.6 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -625311.187500 Penalty: 3039.489014
	Iteration 3F: 3 clusters Score -625311.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -626388.062500 Penalty: 3039.489014
	Iteration 4F: 3 clusters Score -626388.1 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -627381.625000 Penalty: 3039.489014
	Iteration 5F: 3 clusters Score -627381.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -628057.562500 Penalty: 3039.489014
	Iteration 6F: 3 clusters Score -628057.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -628500.750000 Penalty: 3039.489014
	Iteration 7Q: 3 clusters Score -628500.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -628742.000000 Penalty: 3039.489014
	Iteration 8Q: 3 clusters Score -628742 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -628887.187500 Penalty: 3039.489014
	Iteration 9Q: 3 clusters Score -628887.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -628960.375000 Penalty: 3039.489014
	Iteration 10Q: 3 clusters Score -628960.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -629000.187500 Penalty: 3039.489014
	Iteration 11Q: 3 clusters Score -629000.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -629029.812500 Penalty: 3039.489014
	Iteration 12Q: 3 clusters Score -629029.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -629042.250000 Penalty: 3039.489014
	Iteration 13Q: 3 clusters Score -629042.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -629054.562500 Penalty: 3039.489014
	Iteration 14Q: 3 clusters Score -629054.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -629057.750000 Penalty: 3039.489014
	Iteration 15Q: 3 clusters Score -629057.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -629058.312500 Penalty: 3039.489014
	Iteration 16Q: 3 clusters Score -629058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -629058.187500 Penalty: 3039.489014
	Iteration 17Q: 3 clusters Score -629058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -629058.500000 Penalty: 3039.489014
	Iteration 18Q: 3 clusters Score -629058.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -629060.625000 Penalty: 3039.489014
	Iteration 19Q: 3 clusters Score -629060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -629060.625000 Penalty: 3039.489014
	Iteration 20F: 3 clusters Score -629060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 26664 members 
Mstep: Class 3 contains 148441 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 52076 members 
Mstep: Class 6 contains 9364 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 26793 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 108262 members 
Mstep: Class 17 contains 89973 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 16427 members 
Mstep: Class 20 contains 7487 members 
Mstep: Class 21 contains 2161 members 
Entering Unmasked Estep 
Score: -34113936.000000 Penalty: 45533.527344
Splitting cluster 6 changes total score from -34114432.000000 to -34113936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (13700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Entering Unmasked Estep 
Score: -736511.687500 Penalty: 1547.837036
	Iteration 0F: 2 clusters Score -736511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -727003.750000 Penalty: 3095.674072
	Iteration 0F: 3 clusters Score -727003.8 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -730299.500000 Penalty: 3095.674072
	Iteration 1F: 3 clusters Score -730299.5 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -731063.375000 Penalty: 3095.674072
	Iteration 2F: 3 clusters Score -731063.4 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -732090.125000 Penalty: 3095.674072
	Iteration 3F: 3 clusters Score -732090.1 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -733203.812500 Penalty: 3095.674072
	Iteration 4F: 3 clusters Score -733203.8 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -734106.625000 Penalty: 3095.674072
	Iteration 5F: 3 clusters Score -734106.6 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -734765.562500 Penalty: 3095.674072
	Iteration 6F: 3 clusters Score -734765.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -735276.750000 Penalty: 3095.674072
	Iteration 7F: 3 clusters Score -735276.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -735625.687500 Penalty: 3095.674072
	Iteration 8Q: 3 clusters Score -735625.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -735849.187500 Penalty: 3095.674072
	Iteration 9Q: 3 clusters Score -735849.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -736007.750000 Penalty: 3095.674072
	Iteration 10Q: 3 clusters Score -736007.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -736131.625000 Penalty: 3095.674072
	Iteration 11Q: 3 clusters Score -736131.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -736219.562500 Penalty: 3095.674072
	Iteration 12Q: 3 clusters Score -736219.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -736276.750000 Penalty: 3095.674072
	Iteration 13Q: 3 clusters Score -736276.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -736310.562500 Penalty: 3095.674072
	Iteration 14Q: 3 clusters Score -736310.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -736331.750000 Penalty: 3095.674072
	Iteration 15Q: 3 clusters Score -736331.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -736357.125000 Penalty: 3095.674072
	Iteration 16Q: 3 clusters Score -736357.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -736377.375000 Penalty: 3095.674072
	Iteration 17Q: 3 clusters Score -736377.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -736389.750000 Penalty: 3095.674072
	Iteration 18Q: 3 clusters Score -736389.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -736402.000000 Penalty: 3095.674072
	Iteration 19Q: 3 clusters Score -736402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -736410.562500 Penalty: 3095.674072
	Iteration 20F: 3 clusters Score -736410.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -736420.687500 Penalty: 3095.674072
	Iteration 21Q: 3 clusters Score -736420.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -736428.062500 Penalty: 3095.674072
	Iteration 22Q: 3 clusters Score -736428.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -736436.500000 Penalty: 3095.674072
	Iteration 23Q: 3 clusters Score -736436.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -736437.625000 Penalty: 3095.674072
	Iteration 24Q: 3 clusters Score -736437.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -736442.875000 Penalty: 3095.674072
	Iteration 25Q: 3 clusters Score -736442.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -736445.312500 Penalty: 3095.674072
	Iteration 26Q: 3 clusters Score -736445.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -736449.437500 Penalty: 3095.674072
	Iteration 27Q: 3 clusters Score -736449.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -736451.562500 Penalty: 3095.674072
	Iteration 28Q: 3 clusters Score -736451.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -736452.125000 Penalty: 3095.674072
	Iteration 29Q: 3 clusters Score -736452.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -736453.062500 Penalty: 3095.674072
	Iteration 30Q: 3 clusters Score -736453.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -736453.812500 Penalty: 3095.674072
	Iteration 31Q: 3 clusters Score -736453.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -736457.687500 Penalty: 3095.674072
	Iteration 32Q: 3 clusters Score -736457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -736460.875000 Penalty: 3095.674072
	Iteration 33Q: 3 clusters Score -736460.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -736459.687500 Penalty: 3095.674072
	Iteration 34Q: 3 clusters Score -736459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -736460.687500 Penalty: 3095.674072
	Iteration 35Q: 3 clusters Score -736460.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -736460.375000 Penalty: 3095.674072
	Iteration 36Q: 3 clusters Score -736460.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -736460.812500 Penalty: 3095.674072
	Iteration 37Q: 3 clusters Score -736460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -736461.125000 Penalty: 3095.674072
	Iteration 38Q: 3 clusters Score -736461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -736462.062500 Penalty: 3095.674072
	Iteration 39Q: 3 clusters Score -736462.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -736462.187500 Penalty: 3095.674072
	Iteration 40F: 3 clusters Score -736462.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -736463.250000 Penalty: 3095.674072
	Iteration 41Q: 3 clusters Score -736463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -736464.187500 Penalty: 3095.674072
	Iteration 42Q: 3 clusters Score -736464.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -736466.500000 Penalty: 3095.674072
	Iteration 43Q: 3 clusters Score -736466.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -736469.687500 Penalty: 3095.674072
	Iteration 44Q: 3 clusters Score -736469.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -736472.250000 Penalty: 3095.674072
	Iteration 45Q: 3 clusters Score -736472.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -736474.562500 Penalty: 3095.674072
	Iteration 46Q: 3 clusters Score -736474.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -736476.062500 Penalty: 3095.674072
	Iteration 47Q: 3 clusters Score -736476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -736476.312500 Penalty: 3095.674072
	Iteration 48Q: 3 clusters Score -736476.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -736478.187500 Penalty: 3095.674072
	Iteration 49Q: 3 clusters Score -736478.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -736478.187500 Penalty: 3095.674072
	Iteration 50Q: 3 clusters Score -736478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -736482.937500 Penalty: 3095.674072
	Iteration 51Q: 3 clusters Score -736482.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -736482.000000 Penalty: 3095.674072
	Iteration 52Q: 3 clusters Score -736482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -736482.250000 Penalty: 3095.674072
	Iteration 53Q: 3 clusters Score -736482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -736483.000000 Penalty: 3095.674072
	Iteration 54Q: 3 clusters Score -736483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -736483.062500 Penalty: 3095.674072
	Iteration 55Q: 3 clusters Score -736483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -736483.812500 Penalty: 3095.674072
	Iteration 56Q: 3 clusters Score -736483.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -736483.812500 Penalty: 3095.674072
	Iteration 57F: 3 clusters Score -736483.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -191929.531250 Penalty: 1324.872559
	Iteration 0F: 2 clusters Score -191929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -188921.578125 Penalty: 2649.745117
	Iteration 0F: 3 clusters Score -188921.6 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -189670.671875 Penalty: 2649.745117
	Iteration 1F: 3 clusters Score -189670.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -189836.921875 Penalty: 2649.745117
	Iteration 2F: 3 clusters Score -189836.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -189927.484375 Penalty: 2649.745117
	Iteration 3F: 3 clusters Score -189927.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -189997.718750 Penalty: 2649.745117
	Iteration 4Q: 3 clusters Score -189997.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -190080.078125 Penalty: 2649.745117
	Iteration 5Q: 3 clusters Score -190080.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -190181.546875 Penalty: 2649.745117
	Iteration 6Q: 3 clusters Score -190181.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -190258.843750 Penalty: 2649.745117
	Iteration 7Q: 3 clusters Score -190258.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -190348.531250 Penalty: 2649.745117
	Iteration 8Q: 3 clusters Score -190348.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -190453.390625 Penalty: 2649.745117
	Iteration 9Q: 3 clusters Score -190453.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -190553.281250 Penalty: 2649.745117
	Iteration 10Q: 3 clusters Score -190553.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -190667.656250 Penalty: 2649.745117
	Iteration 11Q: 3 clusters Score -190667.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -190782.078125 Penalty: 2649.745117
	Iteration 12Q: 3 clusters Score -190782.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -190905.859375 Penalty: 2649.745117
	Iteration 13Q: 3 clusters Score -190905.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -191026.000000 Penalty: 2649.745117
	Iteration 14Q: 3 clusters Score -191026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -191100.218750 Penalty: 2649.745117
	Iteration 15Q: 3 clusters Score -191100.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -191138.859375 Penalty: 2649.745117
	Iteration 16Q: 3 clusters Score -191138.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -191167.671875 Penalty: 2649.745117
	Iteration 17Q: 3 clusters Score -191167.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -191184.328125 Penalty: 2649.745117
	Iteration 18Q: 3 clusters Score -191184.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -191194.265625 Penalty: 2649.745117
	Iteration 19Q: 3 clusters Score -191194.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -191205.234375 Penalty: 2649.745117
	Iteration 20F: 3 clusters Score -191205.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -191214.546875 Penalty: 2649.745117
	Iteration 21Q: 3 clusters Score -191214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -191217.250000 Penalty: 2649.745117
	Iteration 22Q: 3 clusters Score -191217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -191219.859375 Penalty: 2649.745117
	Iteration 23Q: 3 clusters Score -191219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -191220.828125 Penalty: 2649.745117
	Iteration 24Q: 3 clusters Score -191220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -191222.156250 Penalty: 2649.745117
	Iteration 25Q: 3 clusters Score -191222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -191222.156250 Penalty: 2649.745117
	Iteration 26F: 3 clusters Score -191222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Entering Unmasked Estep 
Score: -1477086.750000 Penalty: 1656.833130
	Iteration 0F: 2 clusters Score -1477087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1459016.625000 Penalty: 3313.666260
	Iteration 0F: 3 clusters Score -1459017 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1466233.750000 Penalty: 3313.666260
	Iteration 1F: 3 clusters Score -1466234 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1466914.125000 Penalty: 3313.666260
	Iteration 2F: 3 clusters Score -1466914 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1467733.875000 Penalty: 3313.666260
	Iteration 3F: 3 clusters Score -1467734 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1468792.375000 Penalty: 3313.666260
	Iteration 4F: 3 clusters Score -1468792 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1470121.875000 Penalty: 3313.666260
	Iteration 5F: 3 clusters Score -1470122 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1471707.500000 Penalty: 3313.666260
	Iteration 6F: 3 clusters Score -1471708 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1473277.250000 Penalty: 3313.666260
	Iteration 7F: 3 clusters Score -1473277 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1474516.000000 Penalty: 3313.666260
	Iteration 8F: 3 clusters Score -1474516 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1475312.000000 Penalty: 3313.666260
	Iteration 9Q: 3 clusters Score -1475312 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1475758.875000 Penalty: 3313.666260
	Iteration 10Q: 3 clusters Score -1475759 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1475975.250000 Penalty: 3313.666260
	Iteration 11Q: 3 clusters Score -1475975 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1476107.250000 Penalty: 3313.666260
	Iteration 12Q: 3 clusters Score -1476107 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1476187.000000 Penalty: 3313.666260
	Iteration 13Q: 3 clusters Score -1476187 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1476239.500000 Penalty: 3313.666260
	Iteration 14Q: 3 clusters Score -1476240 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1476279.625000 Penalty: 3313.666260
	Iteration 15Q: 3 clusters Score -1476280 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -1476309.625000 Penalty: 3313.666260
	Iteration 16Q: 3 clusters Score -1476310 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -1476327.750000 Penalty: 3313.666260
	Iteration 17Q: 3 clusters Score -1476328 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1476347.750000 Penalty: 3313.666260
	Iteration 18Q: 3 clusters Score -1476348 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -1476388.750000 Penalty: 3313.666260
	Iteration 19Q: 3 clusters Score -1476389 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -1476415.375000 Penalty: 3313.666260
	Iteration 20F: 3 clusters Score -1476415 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1476448.875000 Penalty: 3313.666260
	Iteration 21Q: 3 clusters Score -1476449 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -1476483.875000 Penalty: 3313.666260
	Iteration 22Q: 3 clusters Score -1476484 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -1476507.375000 Penalty: 3313.666260
	Iteration 23Q: 3 clusters Score -1476507 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -1476539.875000 Penalty: 3313.666260
	Iteration 24Q: 3 clusters Score -1476540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -1476566.375000 Penalty: 3313.666260
	Iteration 25Q: 3 clusters Score -1476566 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1476598.125000 Penalty: 3313.666260
	Iteration 26Q: 3 clusters Score -1476598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -1476640.125000 Penalty: 3313.666260
	Iteration 27Q: 3 clusters Score -1476640 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -1476668.750000 Penalty: 3313.666260
	Iteration 28Q: 3 clusters Score -1476669 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1476714.875000 Penalty: 3313.666260
	Iteration 29Q: 3 clusters Score -1476715 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -1476771.375000 Penalty: 3313.666260
	Iteration 30Q: 3 clusters Score -1476771 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -1476831.125000 Penalty: 3313.666260
	Iteration 31Q: 3 clusters Score -1476831 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -1476907.000000 Penalty: 3313.666260
	Iteration 32Q: 3 clusters Score -1476907 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -1476986.750000 Penalty: 3313.666260
	Iteration 33Q: 3 clusters Score -1476987 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -1477061.750000 Penalty: 3313.666260
	Iteration 34Q: 3 clusters Score -1477062 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -1477144.000000 Penalty: 3313.666260
	Iteration 35Q: 3 clusters Score -1477144 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -1477223.750000 Penalty: 3313.666260
	Iteration 36Q: 3 clusters Score -1477224 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -1477307.250000 Penalty: 3313.666260
	Iteration 37Q: 3 clusters Score -1477307 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -1477378.250000 Penalty: 3313.666260
	Iteration 38Q: 3 clusters Score -1477378 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -1477430.375000 Penalty: 3313.666260
	Iteration 39Q: 3 clusters Score -1477430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -1477467.750000 Penalty: 3313.666260
	Iteration 40F: 3 clusters Score -1477468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -1477487.375000 Penalty: 3313.666260
	Iteration 41Q: 3 clusters Score -1477487 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -1477517.375000 Penalty: 3313.666260
	Iteration 42Q: 3 clusters Score -1477517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -1477521.875000 Penalty: 3313.666260
	Iteration 43Q: 3 clusters Score -1477522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -1477530.875000 Penalty: 3313.666260
	Iteration 44Q: 3 clusters Score -1477531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -1477534.500000 Penalty: 3313.666260
	Iteration 45Q: 3 clusters Score -1477534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -1477536.000000 Penalty: 3313.666260
	Iteration 46Q: 3 clusters Score -1477536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -1477541.125000 Penalty: 3313.666260
	Iteration 47Q: 3 clusters Score -1477541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -1477545.625000 Penalty: 3313.666260
	Iteration 48Q: 3 clusters Score -1477546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -1477558.625000 Penalty: 3313.666260
	Iteration 49Q: 3 clusters Score -1477559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -1477570.000000 Penalty: 3313.666260
	Iteration 50Q: 3 clusters Score -1477570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1477579.625000 Penalty: 3313.666260
	Iteration 51Q: 3 clusters Score -1477580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -1477588.875000 Penalty: 3313.666260
	Iteration 52Q: 3 clusters Score -1477589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -1477594.000000 Penalty: 3313.666260
	Iteration 53Q: 3 clusters Score -1477594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -1477599.250000 Penalty: 3313.666260
	Iteration 54Q: 3 clusters Score -1477599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -1477606.125000 Penalty: 3313.666260
	Iteration 55Q: 3 clusters Score -1477606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -1477604.250000 Penalty: 3313.666260
	Iteration 56Q: 3 clusters Score -1477604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -1477607.250000 Penalty: 3313.666260
	Iteration 57Q: 3 clusters Score -1477607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -1477608.250000 Penalty: 3313.666260
	Iteration 58Q: 3 clusters Score -1477608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -1477603.625000 Penalty: 3313.666260
	Iteration 59Q: 3 clusters Score -1477604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -1477606.500000 Penalty: 3313.666260
	Iteration 60F: 3 clusters Score -1477606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -1477608.000000 Penalty: 3313.666260
	Iteration 61Q: 3 clusters Score -1477608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1477610.000000 Penalty: 3313.666260
	Iteration 62Q: 3 clusters Score -1477610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -1477608.500000 Penalty: 3313.666260
	Iteration 63Q: 3 clusters Score -1477608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -1477609.250000 Penalty: 3313.666260
	Iteration 64Q: 3 clusters Score -1477609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -1477607.250000 Penalty: 3313.666260
	Iteration 65Q: 3 clusters Score -1477607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -1477606.125000 Penalty: 3313.666260
	Iteration 66Q: 3 clusters Score -1477606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -1477607.125000 Penalty: 3313.666260
	Iteration 67Q: 3 clusters Score -1477607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1477606.250000 Penalty: 3313.666260
	Iteration 68Q: 3 clusters Score -1477606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1477606.250000 Penalty: 3313.666260
	Iteration 69F: 3 clusters Score -1477606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 26664 members 
Mstep: Class 3 contains 148441 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 52076 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 108262 members 
Mstep: Class 17 contains 89973 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 16427 members 
Mstep: Class 20 contains 7487 members 
Mstep: Class 21 contains 22995 members 
Entering Unmasked Estep 
Score: -34114584.000000 Penalty: 45533.527344
Splitting cluster 10 changes total score from -34114432.000000 to -34114584.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (6390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Entering Unmasked Estep 
Score: -319301.812500 Penalty: 1423.904541
	Iteration 0F: 2 clusters Score -319301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -314586.156250 Penalty: 2847.809082
	Iteration 0F: 3 clusters Score -314586.2 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -317012.531250 Penalty: 2847.809082
	Iteration 1F: 3 clusters Score -317012.5 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -318507.718750 Penalty: 2847.809082
	Iteration 2F: 3 clusters Score -318507.7 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -319413.781250 Penalty: 2847.809082
	Iteration 3F: 3 clusters Score -319413.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -319731.812500 Penalty: 2847.809082
	Iteration 4F: 3 clusters Score -319731.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -319849.312500 Penalty: 2847.809082
	Iteration 5Q: 3 clusters Score -319849.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -319907.593750 Penalty: 2847.809082
	Iteration 6Q: 3 clusters Score -319907.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -319928.937500 Penalty: 2847.809082
	Iteration 7Q: 3 clusters Score -319928.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -319947.156250 Penalty: 2847.809082
	Iteration 8Q: 3 clusters Score -319947.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -319958.531250 Penalty: 2847.809082
	Iteration 9Q: 3 clusters Score -319958.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -319970.437500 Penalty: 2847.809082
	Iteration 10Q: 3 clusters Score -319970.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -319982.000000 Penalty: 2847.809082
	Iteration 11Q: 3 clusters Score -319982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -319991.687500 Penalty: 2847.809082
	Iteration 12Q: 3 clusters Score -319991.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -320004.281250 Penalty: 2847.809082
	Iteration 13Q: 3 clusters Score -320004.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -320022.593750 Penalty: 2847.809082
	Iteration 14Q: 3 clusters Score -320022.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -320038.718750 Penalty: 2847.809082
	Iteration 15Q: 3 clusters Score -320038.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -320061.906250 Penalty: 2847.809082
	Iteration 16Q: 3 clusters Score -320061.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -320090.718750 Penalty: 2847.809082
	Iteration 17Q: 3 clusters Score -320090.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -320116.812500 Penalty: 2847.809082
	Iteration 18Q: 3 clusters Score -320116.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -320139.437500 Penalty: 2847.809082
	Iteration 19Q: 3 clusters Score -320139.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -320159.031250 Penalty: 2847.809082
	Iteration 20F: 3 clusters Score -320159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -320179.343750 Penalty: 2847.809082
	Iteration 21Q: 3 clusters Score -320179.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -320193.125000 Penalty: 2847.809082
	Iteration 22Q: 3 clusters Score -320193.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -320202.187500 Penalty: 2847.809082
	Iteration 23Q: 3 clusters Score -320202.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -320213.843750 Penalty: 2847.809082
	Iteration 24Q: 3 clusters Score -320213.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -320223.531250 Penalty: 2847.809082
	Iteration 25Q: 3 clusters Score -320223.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -320236.187500 Penalty: 2847.809082
	Iteration 26Q: 3 clusters Score -320236.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -320247.531250 Penalty: 2847.809082
	Iteration 27Q: 3 clusters Score -320247.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -320253.875000 Penalty: 2847.809082
	Iteration 28Q: 3 clusters Score -320253.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -320260.093750 Penalty: 2847.809082
	Iteration 29Q: 3 clusters Score -320260.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -320265.781250 Penalty: 2847.809082
	Iteration 30Q: 3 clusters Score -320265.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -320269.125000 Penalty: 2847.809082
	Iteration 31Q: 3 clusters Score -320269.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -320273.281250 Penalty: 2847.809082
	Iteration 32Q: 3 clusters Score -320273.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -320276.937500 Penalty: 2847.809082
	Iteration 33Q: 3 clusters Score -320276.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -320280.781250 Penalty: 2847.809082
	Iteration 34Q: 3 clusters Score -320280.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -320282.593750 Penalty: 2847.809082
	Iteration 35Q: 3 clusters Score -320282.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -320282.937500 Penalty: 2847.809082
	Iteration 36Q: 3 clusters Score -320282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -320284.625000 Penalty: 2847.809082
	Iteration 37Q: 3 clusters Score -320284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -320284.406250 Penalty: 2847.809082
	Iteration 38Q: 3 clusters Score -320284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -320284.781250 Penalty: 2847.809082
	Iteration 39Q: 3 clusters Score -320284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -320285.312500 Penalty: 2847.809082
	Iteration 40F: 3 clusters Score -320285.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -320286.500000 Penalty: 2847.809082
	Iteration 41Q: 3 clusters Score -320286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -320287.093750 Penalty: 2847.809082
	Iteration 42Q: 3 clusters Score -320287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -320286.875000 Penalty: 2847.809082
	Iteration 43Q: 3 clusters Score -320286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -320287.187500 Penalty: 2847.809082
	Iteration 44Q: 3 clusters Score -320287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -320287.625000 Penalty: 2847.809082
	Iteration 45Q: 3 clusters Score -320287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -320287.968750 Penalty: 2847.809082
	Iteration 46Q: 3 clusters Score -320288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -320288.468750 Penalty: 2847.809082
	Iteration 47Q: 3 clusters Score -320288.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -320289.781250 Penalty: 2847.809082
	Iteration 48Q: 3 clusters Score -320289.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -320290.468750 Penalty: 2847.809082
	Iteration 49Q: 3 clusters Score -320290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -320291.468750 Penalty: 2847.809082
	Iteration 50Q: 3 clusters Score -320291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -320291.468750 Penalty: 2847.809082
	Iteration 51Q: 3 clusters Score -320291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -320290.906250 Penalty: 2847.809082
	Iteration 52Q: 3 clusters Score -320290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -320290.906250 Penalty: 2847.809082
	Iteration 53F: 3 clusters Score -320290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 26664 members 
Mstep: Class 3 contains 148441 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 52076 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 108262 members 
Mstep: Class 17 contains 89973 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 16427 members 
Mstep: Class 20 contains 7487 members 
Mstep: Class 21 contains 22995 members 
Mstep: Class 22 contains 2778 members 
Entering Unmasked Estep 
Score: -34114824.000000 Penalty: 47701.792969
Splitting cluster 11 changes total score from -34114432.000000 to -34114824.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (12127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Entering Unmasked Estep 
Score: -639519.562500 Penalty: 1528.018311
	Iteration 0F: 2 clusters Score -639519.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -631172.750000 Penalty: 3056.036621
	Iteration 0F: 3 clusters Score -631172.8 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -636271.875000 Penalty: 3056.036621
	Iteration 1F: 3 clusters Score -636271.9 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -638348.187500 Penalty: 3056.036621
	Iteration 2F: 3 clusters Score -638348.2 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -639555.250000 Penalty: 3056.036621
	Iteration 3F: 3 clusters Score -639555.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -640159.875000 Penalty: 3056.036621
	Iteration 4F: 3 clusters Score -640159.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -640487.687500 Penalty: 3056.036621
	Iteration 5Q: 3 clusters Score -640487.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -640678.750000 Penalty: 3056.036621
	Iteration 6Q: 3 clusters Score -640678.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -640836.062500 Penalty: 3056.036621
	Iteration 7Q: 3 clusters Score -640836.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -640962.000000 Penalty: 3056.036621
	Iteration 8Q: 3 clusters Score -640962 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -641067.125000 Penalty: 3056.036621
	Iteration 9Q: 3 clusters Score -641067.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -641191.750000 Penalty: 3056.036621
	Iteration 10Q: 3 clusters Score -641191.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -641330.687500 Penalty: 3056.036621
	Iteration 11Q: 3 clusters Score -641330.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -641492.812500 Penalty: 3056.036621
	Iteration 12Q: 3 clusters Score -641492.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -641662.812500 Penalty: 3056.036621
	Iteration 13Q: 3 clusters Score -641662.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -641766.437500 Penalty: 3056.036621
	Iteration 14Q: 3 clusters Score -641766.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -641837.437500 Penalty: 3056.036621
	Iteration 15Q: 3 clusters Score -641837.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -641882.312500 Penalty: 3056.036621
	Iteration 16Q: 3 clusters Score -641882.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -641897.625000 Penalty: 3056.036621
	Iteration 17Q: 3 clusters Score -641897.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -641907.250000 Penalty: 3056.036621
	Iteration 18Q: 3 clusters Score -641907.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -641913.250000 Penalty: 3056.036621
	Iteration 19Q: 3 clusters Score -641913.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -641920.250000 Penalty: 3056.036621
	Iteration 20F: 3 clusters Score -641920.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -641930.437500 Penalty: 3056.036621
	Iteration 21Q: 3 clusters Score -641930.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -641947.062500 Penalty: 3056.036621
	Iteration 22Q: 3 clusters Score -641947.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -641967.875000 Penalty: 3056.036621
	Iteration 23Q: 3 clusters Score -641967.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -642008.250000 Penalty: 3056.036621
	Iteration 24Q: 3 clusters Score -642008.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -642048.437500 Penalty: 3056.036621
	Iteration 25Q: 3 clusters Score -642048.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -642081.812500 Penalty: 3056.036621
	Iteration 26Q: 3 clusters Score -642081.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -642105.812500 Penalty: 3056.036621
	Iteration 27Q: 3 clusters Score -642105.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -642125.187500 Penalty: 3056.036621
	Iteration 28Q: 3 clusters Score -642125.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -642151.062500 Penalty: 3056.036621
	Iteration 29Q: 3 clusters Score -642151.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -642174.375000 Penalty: 3056.036621
	Iteration 30Q: 3 clusters Score -642174.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -642190.187500 Penalty: 3056.036621
	Iteration 31Q: 3 clusters Score -642190.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -642206.062500 Penalty: 3056.036621
	Iteration 32Q: 3 clusters Score -642206.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -642216.562500 Penalty: 3056.036621
	Iteration 33Q: 3 clusters Score -642216.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -642225.187500 Penalty: 3056.036621
	Iteration 34Q: 3 clusters Score -642225.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -642235.875000 Penalty: 3056.036621
	Iteration 35Q: 3 clusters Score -642235.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -642243.125000 Penalty: 3056.036621
	Iteration 36Q: 3 clusters Score -642243.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -642251.875000 Penalty: 3056.036621
	Iteration 37Q: 3 clusters Score -642251.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -642263.250000 Penalty: 3056.036621
	Iteration 38Q: 3 clusters Score -642263.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -642270.750000 Penalty: 3056.036621
	Iteration 39Q: 3 clusters Score -642270.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -642285.562500 Penalty: 3056.036621
	Iteration 40F: 3 clusters Score -642285.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -642297.812500 Penalty: 3056.036621
	Iteration 41Q: 3 clusters Score -642297.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -642312.937500 Penalty: 3056.036621
	Iteration 42Q: 3 clusters Score -642312.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -642323.812500 Penalty: 3056.036621
	Iteration 43Q: 3 clusters Score -642323.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -642335.625000 Penalty: 3056.036621
	Iteration 44Q: 3 clusters Score -642335.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -642338.687500 Penalty: 3056.036621
	Iteration 45Q: 3 clusters Score -642338.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -642341.062500 Penalty: 3056.036621
	Iteration 46Q: 3 clusters Score -642341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -642343.750000 Penalty: 3056.036621
	Iteration 47Q: 3 clusters Score -642343.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -642343.062500 Penalty: 3056.036621
	Iteration 48Q: 3 clusters Score -642343.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -642345.000000 Penalty: 3056.036621
	Iteration 49Q: 3 clusters Score -642345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -642344.812500 Penalty: 3056.036621
	Iteration 50Q: 3 clusters Score -642344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -642346.687500 Penalty: 3056.036621
	Iteration 51Q: 3 clusters Score -642346.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -642350.000000 Penalty: 3056.036621
	Iteration 52Q: 3 clusters Score -642350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -642350.562500 Penalty: 3056.036621
	Iteration 53Q: 3 clusters Score -642350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -642352.500000 Penalty: 3056.036621
	Iteration 54Q: 3 clusters Score -642352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -642353.875000 Penalty: 3056.036621
	Iteration 55Q: 3 clusters Score -642353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -642355.937500 Penalty: 3056.036621
	Iteration 56Q: 3 clusters Score -642355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -642357.437500 Penalty: 3056.036621
	Iteration 57Q: 3 clusters Score -642357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -642358.812500 Penalty: 3056.036621
	Iteration 58Q: 3 clusters Score -642358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -642358.625000 Penalty: 3056.036621
	Iteration 59Q: 3 clusters Score -642358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -642360.000000 Penalty: 3056.036621
	Iteration 60F: 3 clusters Score -642360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -642359.687500 Penalty: 3056.036621
	Iteration 61Q: 3 clusters Score -642359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -642359.937500 Penalty: 3056.036621
	Iteration 62Q: 3 clusters Score -642359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -642361.875000 Penalty: 3056.036621
	Iteration 63Q: 3 clusters Score -642361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -642364.687500 Penalty: 3056.036621
	Iteration 64Q: 3 clusters Score -642364.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -642364.937500 Penalty: 3056.036621
	Iteration 65Q: 3 clusters Score -642364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -642366.250000 Penalty: 3056.036621
	Iteration 66Q: 3 clusters Score -642366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -642365.187500 Penalty: 3056.036621
	Iteration 67Q: 3 clusters Score -642365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -642366.437500 Penalty: 3056.036621
	Iteration 68Q: 3 clusters Score -642366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -642370.125000 Penalty: 3056.036621
	Iteration 69Q: 3 clusters Score -642370.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -642375.500000 Penalty: 3056.036621
	Iteration 70Q: 3 clusters Score -642375.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -642388.250000 Penalty: 3056.036621
	Iteration 71Q: 3 clusters Score -642388.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -642401.125000 Penalty: 3056.036621
	Iteration 72Q: 3 clusters Score -642401.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -642427.750000 Penalty: 3056.036621
	Iteration 73Q: 3 clusters Score -642427.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -642514.000000 Penalty: 3056.036621
	Iteration 74Q: 3 clusters Score -642514 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -642762.437500 Penalty: 3056.036621
	Iteration 75Q: 3 clusters Score -642762.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -643127.187500 Penalty: 3056.036621
	Iteration 76Q: 3 clusters Score -643127.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -643491.437500 Penalty: 3056.036621
	Iteration 77Q: 3 clusters Score -643491.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -643719.437500 Penalty: 3056.036621
	Iteration 78Q: 3 clusters Score -643719.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -643793.750000 Penalty: 3056.036621
	Iteration 79Q: 3 clusters Score -643793.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -643850.812500 Penalty: 3056.036621
	Iteration 80F: 3 clusters Score -643850.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -643867.312500 Penalty: 3056.036621
	Iteration 81Q: 3 clusters Score -643867.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -643869.250000 Penalty: 3056.036621
	Iteration 82Q: 3 clusters Score -643869.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -643869.187500 Penalty: 3056.036621
	Iteration 83Q: 3 clusters Score -643869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -643870.312500 Penalty: 3056.036621
	Iteration 84Q: 3 clusters Score -643870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -643869.750000 Penalty: 3056.036621
	Iteration 85Q: 3 clusters Score -643869.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -643869.750000 Penalty: 3056.036621
	Iteration 86F: 3 clusters Score -643869.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 26664 members 
Mstep: Class 3 contains 148441 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 52076 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 108262 members 
Mstep: Class 17 contains 89973 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 16427 members 
Mstep: Class 20 contains 7487 members 
Mstep: Class 21 contains 22995 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 9227 members 
Entering Unmasked Estep 
Score: -34118588.000000 Penalty: 49870.054688
Splitting cluster 12 changes total score from -34114432.000000 to -34118588.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -103406.687500 Penalty: 1221.154907
	Iteration 0F: 2 clusters Score -103406.7 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 895 members 
Entering Unmasked Estep 
Score: -101401.476562 Penalty: 2442.309814
	Iteration 0F: 3 clusters Score -101401.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -101800.421875 Penalty: 2442.309814
	Iteration 1F: 3 clusters Score -101800.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -101911.695312 Penalty: 2442.309814
	Iteration 2F: 3 clusters Score -101911.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -101989.593750 Penalty: 2442.309814
	Iteration 3Q: 3 clusters Score -101989.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -102087.843750 Penalty: 2442.309814
	Iteration 4Q: 3 clusters Score -102087.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -102212.195312 Penalty: 2442.309814
	Iteration 5F: 3 clusters Score -102212.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -102345.000000 Penalty: 2442.309814
	Iteration 6F: 3 clusters Score -102345 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -102432.328125 Penalty: 2442.309814
	Iteration 7Q: 3 clusters Score -102432.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -102520.273438 Penalty: 2442.309814
	Iteration 8Q: 3 clusters Score -102520.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -102604.585938 Penalty: 2442.309814
	Iteration 9Q: 3 clusters Score -102604.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -102673.976562 Penalty: 2442.309814
	Iteration 10Q: 3 clusters Score -102674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -102730.921875 Penalty: 2442.309814
	Iteration 11Q: 3 clusters Score -102730.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -102767.945312 Penalty: 2442.309814
	Iteration 12Q: 3 clusters Score -102767.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -102784.382812 Penalty: 2442.309814
	Iteration 13Q: 3 clusters Score -102784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -102790.882812 Penalty: 2442.309814
	Iteration 14Q: 3 clusters Score -102790.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -102795.562500 Penalty: 2442.309814
	Iteration 15Q: 3 clusters Score -102795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -102797.078125 Penalty: 2442.309814
	Iteration 16Q: 3 clusters Score -102797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -102798.210938 Penalty: 2442.309814
	Iteration 17Q: 3 clusters Score -102798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -102798.367188 Penalty: 2442.309814
	Iteration 18Q: 3 clusters Score -102798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -102798.367188 Penalty: 2442.309814
	Iteration 19F: 3 clusters Score -102798.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Entering Unmasked Estep 
Score: -777199.500000 Penalty: 1556.576782
	Iteration 0F: 2 clusters Score -777199.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -767062.437500 Penalty: 3113.153564
	Iteration 0F: 3 clusters Score -767062.4 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -770923.875000 Penalty: 3113.153564
	Iteration 1F: 3 clusters Score -770923.9 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -771426.312500 Penalty: 3113.153564
	Iteration 2F: 3 clusters Score -771426.3 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -771976.750000 Penalty: 3113.153564
	Iteration 3F: 3 clusters Score -771976.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -772526.187500 Penalty: 3113.153564
	Iteration 4F: 3 clusters Score -772526.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -773095.062500 Penalty: 3113.153564
	Iteration 5F: 3 clusters Score -773095.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -773653.250000 Penalty: 3113.153564
	Iteration 6F: 3 clusters Score -773653.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -774137.625000 Penalty: 3113.153564
	Iteration 7F: 3 clusters Score -774137.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -774489.750000 Penalty: 3113.153564
	Iteration 8Q: 3 clusters Score -774489.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -774768.187500 Penalty: 3113.153564
	Iteration 9Q: 3 clusters Score -774768.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -774966.500000 Penalty: 3113.153564
	Iteration 10Q: 3 clusters Score -774966.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -775113.875000 Penalty: 3113.153564
	Iteration 11Q: 3 clusters Score -775113.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -775229.062500 Penalty: 3113.153564
	Iteration 12Q: 3 clusters Score -775229.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -775306.250000 Penalty: 3113.153564
	Iteration 13Q: 3 clusters Score -775306.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -775367.937500 Penalty: 3113.153564
	Iteration 14Q: 3 clusters Score -775367.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -775423.312500 Penalty: 3113.153564
	Iteration 15Q: 3 clusters Score -775423.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -775484.375000 Penalty: 3113.153564
	Iteration 16Q: 3 clusters Score -775484.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -775553.875000 Penalty: 3113.153564
	Iteration 17Q: 3 clusters Score -775553.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -775636.500000 Penalty: 3113.153564
	Iteration 18Q: 3 clusters Score -775636.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -775732.625000 Penalty: 3113.153564
	Iteration 19Q: 3 clusters Score -775732.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -775876.875000 Penalty: 3113.153564
	Iteration 20F: 3 clusters Score -775876.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -776061.750000 Penalty: 3113.153564
	Iteration 21Q: 3 clusters Score -776061.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -776233.062500 Penalty: 3113.153564
	Iteration 22Q: 3 clusters Score -776233.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -776387.750000 Penalty: 3113.153564
	Iteration 23Q: 3 clusters Score -776387.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -776512.625000 Penalty: 3113.153564
	Iteration 24Q: 3 clusters Score -776512.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -776617.625000 Penalty: 3113.153564
	Iteration 25Q: 3 clusters Score -776617.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -776692.750000 Penalty: 3113.153564
	Iteration 26Q: 3 clusters Score -776692.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -776758.687500 Penalty: 3113.153564
	Iteration 27Q: 3 clusters Score -776758.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -776802.750000 Penalty: 3113.153564
	Iteration 28Q: 3 clusters Score -776802.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -776834.312500 Penalty: 3113.153564
	Iteration 29Q: 3 clusters Score -776834.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -776860.500000 Penalty: 3113.153564
	Iteration 30Q: 3 clusters Score -776860.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -776882.250000 Penalty: 3113.153564
	Iteration 31Q: 3 clusters Score -776882.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -776902.125000 Penalty: 3113.153564
	Iteration 32Q: 3 clusters Score -776902.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -776909.937500 Penalty: 3113.153564
	Iteration 33Q: 3 clusters Score -776909.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -776912.250000 Penalty: 3113.153564
	Iteration 34Q: 3 clusters Score -776912.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -776919.312500 Penalty: 3113.153564
	Iteration 35Q: 3 clusters Score -776919.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -776926.000000 Penalty: 3113.153564
	Iteration 36Q: 3 clusters Score -776926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -776928.375000 Penalty: 3113.153564
	Iteration 37Q: 3 clusters Score -776928.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -776930.687500 Penalty: 3113.153564
	Iteration 38Q: 3 clusters Score -776930.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -776931.875000 Penalty: 3113.153564
	Iteration 39Q: 3 clusters Score -776931.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -776935.562500 Penalty: 3113.153564
	Iteration 40F: 3 clusters Score -776935.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -776935.562500 Penalty: 3113.153564
	Iteration 41Q: 3 clusters Score -776935.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -776938.687500 Penalty: 3113.153564
	Iteration 42Q: 3 clusters Score -776938.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -776940.125000 Penalty: 3113.153564
	Iteration 43Q: 3 clusters Score -776940.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -776940.437500 Penalty: 3113.153564
	Iteration 44Q: 3 clusters Score -776940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -776941.500000 Penalty: 3113.153564
	Iteration 45Q: 3 clusters Score -776941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -776942.500000 Penalty: 3113.153564
	Iteration 46Q: 3 clusters Score -776942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -776944.250000 Penalty: 3113.153564
	Iteration 47Q: 3 clusters Score -776944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -776943.812500 Penalty: 3113.153564
	Iteration 48Q: 3 clusters Score -776943.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -776947.812500 Penalty: 3113.153564
	Iteration 49Q: 3 clusters Score -776947.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -776950.625000 Penalty: 3113.153564
	Iteration 50Q: 3 clusters Score -776950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -776950.437500 Penalty: 3113.153564
	Iteration 51Q: 3 clusters Score -776950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -776950.062500 Penalty: 3113.153564
	Iteration 52Q: 3 clusters Score -776950.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -776949.187500 Penalty: 3113.153564
	Iteration 53Q: 3 clusters Score -776949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -776952.875000 Penalty: 3113.153564
	Iteration 54Q: 3 clusters Score -776952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -776953.250000 Penalty: 3113.153564
	Iteration 55Q: 3 clusters Score -776953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -776955.937500 Penalty: 3113.153564
	Iteration 56Q: 3 clusters Score -776955.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -776953.562500 Penalty: 3113.153564
	Iteration 57Q: 3 clusters Score -776953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -776954.250000 Penalty: 3113.153564
	Iteration 58Q: 3 clusters Score -776954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -776955.750000 Penalty: 3113.153564
	Iteration 59Q: 3 clusters Score -776955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -776954.125000 Penalty: 3113.153564
	Iteration 60F: 3 clusters Score -776954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -776953.812500 Penalty: 3113.153564
	Iteration 61Q: 3 clusters Score -776953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -776953.812500 Penalty: 3113.153564
	Iteration 62F: 3 clusters Score -776953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Entering Unmasked Estep 
Score: -695560.000000 Penalty: 1524.030273
	Iteration 0F: 2 clusters Score -695560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -687205.312500 Penalty: 3048.060547
	Iteration 0F: 3 clusters Score -687205.3 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -689959.312500 Penalty: 3048.060547
	Iteration 1F: 3 clusters Score -689959.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -690174.187500 Penalty: 3048.060547
	Iteration 2F: 3 clusters Score -690174.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -690316.687500 Penalty: 3048.060547
	Iteration 3Q: 3 clusters Score -690316.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -690424.250000 Penalty: 3048.060547
	Iteration 4Q: 3 clusters Score -690424.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -690513.000000 Penalty: 3048.060547
	Iteration 5Q: 3 clusters Score -690513 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -690599.125000 Penalty: 3048.060547
	Iteration 6Q: 3 clusters Score -690599.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -690679.250000 Penalty: 3048.060547
	Iteration 7Q: 3 clusters Score -690679.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -690753.000000 Penalty: 3048.060547
	Iteration 8Q: 3 clusters Score -690753 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -690826.000000 Penalty: 3048.060547
	Iteration 9Q: 3 clusters Score -690826 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -690912.312500 Penalty: 3048.060547
	Iteration 10Q: 3 clusters Score -690912.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -691003.437500 Penalty: 3048.060547
	Iteration 11Q: 3 clusters Score -691003.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -691127.937500 Penalty: 3048.060547
	Iteration 12Q: 3 clusters Score -691127.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -691291.687500 Penalty: 3048.060547
	Iteration 13Q: 3 clusters Score -691291.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -691516.187500 Penalty: 3048.060547
	Iteration 14Q: 3 clusters Score -691516.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -691823.625000 Penalty: 3048.060547
	Iteration 15Q: 3 clusters Score -691823.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -692225.250000 Penalty: 3048.060547
	Iteration 16Q: 3 clusters Score -692225.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -692654.687500 Penalty: 3048.060547
	Iteration 17Q: 3 clusters Score -692654.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -693058.187500 Penalty: 3048.060547
	Iteration 18Q: 3 clusters Score -693058.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -693413.125000 Penalty: 3048.060547
	Iteration 19Q: 3 clusters Score -693413.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -693658.625000 Penalty: 3048.060547
	Iteration 20F: 3 clusters Score -693658.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -693823.812500 Penalty: 3048.060547
	Iteration 21Q: 3 clusters Score -693823.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -693954.687500 Penalty: 3048.060547
	Iteration 22Q: 3 clusters Score -693954.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -694028.000000 Penalty: 3048.060547
	Iteration 23Q: 3 clusters Score -694028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -694077.375000 Penalty: 3048.060547
	Iteration 24Q: 3 clusters Score -694077.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -694119.875000 Penalty: 3048.060547
	Iteration 25Q: 3 clusters Score -694119.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -694151.750000 Penalty: 3048.060547
	Iteration 26Q: 3 clusters Score -694151.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -694171.625000 Penalty: 3048.060547
	Iteration 27Q: 3 clusters Score -694171.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -694187.375000 Penalty: 3048.060547
	Iteration 28Q: 3 clusters Score -694187.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -694203.562500 Penalty: 3048.060547
	Iteration 29Q: 3 clusters Score -694203.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -694212.187500 Penalty: 3048.060547
	Iteration 30Q: 3 clusters Score -694212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -694217.812500 Penalty: 3048.060547
	Iteration 31Q: 3 clusters Score -694217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -694224.937500 Penalty: 3048.060547
	Iteration 32Q: 3 clusters Score -694224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -694228.312500 Penalty: 3048.060547
	Iteration 33Q: 3 clusters Score -694228.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -694230.250000 Penalty: 3048.060547
	Iteration 34Q: 3 clusters Score -694230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -694234.125000 Penalty: 3048.060547
	Iteration 35Q: 3 clusters Score -694234.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -694238.375000 Penalty: 3048.060547
	Iteration 36Q: 3 clusters Score -694238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -694244.687500 Penalty: 3048.060547
	Iteration 37Q: 3 clusters Score -694244.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -694247.625000 Penalty: 3048.060547
	Iteration 38Q: 3 clusters Score -694247.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -694249.312500 Penalty: 3048.060547
	Iteration 39Q: 3 clusters Score -694249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -694252.500000 Penalty: 3048.060547
	Iteration 40F: 3 clusters Score -694252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -694255.562500 Penalty: 3048.060547
	Iteration 41Q: 3 clusters Score -694255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -694256.875000 Penalty: 3048.060547
	Iteration 42Q: 3 clusters Score -694256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -694257.562500 Penalty: 3048.060547
	Iteration 43Q: 3 clusters Score -694257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -694257.562500 Penalty: 3048.060547
	Iteration 44F: 3 clusters Score -694257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (108262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Entering Unmasked Estep 
Score: -6452432.500000 Penalty: 1883.750366
	Iteration 0F: 2 clusters Score -6452432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -6379658.500000 Penalty: 3767.500732
	Iteration 0F: 3 clusters Score -6379658 nChanged 52048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -6411044.500000 Penalty: 3767.500732
	Iteration 1F: 3 clusters Score -6411044 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -6412524.000000 Penalty: 3767.500732
	Iteration 2Q: 3 clusters Score -6412524 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -6414559.500000 Penalty: 3767.500732
	Iteration 3Q: 3 clusters Score -6414560 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -6417102.500000 Penalty: 3767.500732
	Iteration 4Q: 3 clusters Score -6417102 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -6420042.500000 Penalty: 3767.500732
	Iteration 5F: 3 clusters Score -6420042 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -6423189.000000 Penalty: 3767.500732
	Iteration 6F: 3 clusters Score -6423189 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -6426029.500000 Penalty: 3767.500732
	Iteration 7F: 3 clusters Score -6426030 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -6428398.500000 Penalty: 3767.500732
	Iteration 8Q: 3 clusters Score -6428398 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -6430140.500000 Penalty: 3767.500732
	Iteration 9Q: 3 clusters Score -6430140 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -6431478.000000 Penalty: 3767.500732
	Iteration 10Q: 3 clusters Score -6431478 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -6432424.000000 Penalty: 3767.500732
	Iteration 11Q: 3 clusters Score -6432424 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -6433260.000000 Penalty: 3767.500732
	Iteration 12Q: 3 clusters Score -6433260 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -6433899.500000 Penalty: 3767.500732
	Iteration 13Q: 3 clusters Score -6433900 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -6434541.000000 Penalty: 3767.500732
	Iteration 14Q: 3 clusters Score -6434541 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -6435213.500000 Penalty: 3767.500732
	Iteration 15Q: 3 clusters Score -6435214 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -6435859.500000 Penalty: 3767.500732
	Iteration 16Q: 3 clusters Score -6435860 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -6436620.500000 Penalty: 3767.500732
	Iteration 17Q: 3 clusters Score -6436620 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -6437473.000000 Penalty: 3767.500732
	Iteration 18Q: 3 clusters Score -6437473 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -6438401.500000 Penalty: 3767.500732
	Iteration 19Q: 3 clusters Score -6438402 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -6439518.000000 Penalty: 3767.500732
	Iteration 20F: 3 clusters Score -6439518 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -6440673.000000 Penalty: 3767.500732
	Iteration 21Q: 3 clusters Score -6440673 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -6441898.000000 Penalty: 3767.500732
	Iteration 22Q: 3 clusters Score -6441898 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -6443084.500000 Penalty: 3767.500732
	Iteration 23Q: 3 clusters Score -6443084 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -6444193.500000 Penalty: 3767.500732
	Iteration 24Q: 3 clusters Score -6444194 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -6445197.500000 Penalty: 3767.500732
	Iteration 25Q: 3 clusters Score -6445198 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -6446172.500000 Penalty: 3767.500732
	Iteration 26Q: 3 clusters Score -6446172 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -6447027.000000 Penalty: 3767.500732
	Iteration 27Q: 3 clusters Score -6447027 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99707 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -6447733.500000 Penalty: 3767.500732
	Iteration 28Q: 3 clusters Score -6447734 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -6448340.500000 Penalty: 3767.500732
	Iteration 29Q: 3 clusters Score -6448340 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101872 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -6448830.000000 Penalty: 3767.500732
	Iteration 30Q: 3 clusters Score -6448830 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -6449222.500000 Penalty: 3767.500732
	Iteration 31Q: 3 clusters Score -6449222 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103390 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -6449539.000000 Penalty: 3767.500732
	Iteration 32Q: 3 clusters Score -6449539 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6449781.000000 Penalty: 3767.500732
	Iteration 33Q: 3 clusters Score -6449781 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6450010.500000 Penalty: 3767.500732
	Iteration 34Q: 3 clusters Score -6450010 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104883 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -6450169.500000 Penalty: 3767.500732
	Iteration 35Q: 3 clusters Score -6450170 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6450258.500000 Penalty: 3767.500732
	Iteration 36Q: 3 clusters Score -6450258 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6450341.500000 Penalty: 3767.500732
	Iteration 37Q: 3 clusters Score -6450342 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6450415.500000 Penalty: 3767.500732
	Iteration 38Q: 3 clusters Score -6450416 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105893 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6450484.000000 Penalty: 3767.500732
	Iteration 39Q: 3 clusters Score -6450484 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106050 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6450540.500000 Penalty: 3767.500732
	Iteration 40F: 3 clusters Score -6450540 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106183 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6450574.500000 Penalty: 3767.500732
	Iteration 41Q: 3 clusters Score -6450574 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106284 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6450596.000000 Penalty: 3767.500732
	Iteration 42Q: 3 clusters Score -6450596 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106373 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6450617.500000 Penalty: 3767.500732
	Iteration 43Q: 3 clusters Score -6450618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106443 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6450663.000000 Penalty: 3767.500732
	Iteration 44Q: 3 clusters Score -6450663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6450682.000000 Penalty: 3767.500732
	Iteration 45Q: 3 clusters Score -6450682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106567 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6450701.000000 Penalty: 3767.500732
	Iteration 46Q: 3 clusters Score -6450701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106626 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6450709.500000 Penalty: 3767.500732
	Iteration 47Q: 3 clusters Score -6450710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6450720.000000 Penalty: 3767.500732
	Iteration 48Q: 3 clusters Score -6450720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6450734.000000 Penalty: 3767.500732
	Iteration 49Q: 3 clusters Score -6450734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6450744.000000 Penalty: 3767.500732
	Iteration 50Q: 3 clusters Score -6450744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106813 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6450757.000000 Penalty: 3767.500732
	Iteration 51Q: 3 clusters Score -6450757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106851 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6450769.500000 Penalty: 3767.500732
	Iteration 52Q: 3 clusters Score -6450770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106879 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6450772.500000 Penalty: 3767.500732
	Iteration 53Q: 3 clusters Score -6450772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6450780.000000 Penalty: 3767.500732
	Iteration 54Q: 3 clusters Score -6450780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6450793.000000 Penalty: 3767.500732
	Iteration 55Q: 3 clusters Score -6450793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6450811.000000 Penalty: 3767.500732
	Iteration 56Q: 3 clusters Score -6450811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6450811.000000 Penalty: 3767.500732
	Iteration 57Q: 3 clusters Score -6450811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6450809.500000 Penalty: 3767.500732
	Iteration 58Q: 3 clusters Score -6450810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106972 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6450818.500000 Penalty: 3767.500732
	Iteration 59Q: 3 clusters Score -6450818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106983 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6450835.500000 Penalty: 3767.500732
	Iteration 60F: 3 clusters Score -6450836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6450829.000000 Penalty: 3767.500732
	Iteration 61Q: 3 clusters Score -6450829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6450838.500000 Penalty: 3767.500732
	Iteration 62Q: 3 clusters Score -6450838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107016 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6450838.500000 Penalty: 3767.500732
	Iteration 63Q: 3 clusters Score -6450838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6450832.500000 Penalty: 3767.500732
	Iteration 64Q: 3 clusters Score -6450832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6450821.000000 Penalty: 3767.500732
	Iteration 65Q: 3 clusters Score -6450821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107048 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6450833.500000 Penalty: 3767.500732
	Iteration 66Q: 3 clusters Score -6450834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6450838.500000 Penalty: 3767.500732
	Iteration 67Q: 3 clusters Score -6450838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6450848.000000 Penalty: 3767.500732
	Iteration 68Q: 3 clusters Score -6450848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6450844.000000 Penalty: 3767.500732
	Iteration 69Q: 3 clusters Score -6450844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6450838.000000 Penalty: 3767.500732
	Iteration 70Q: 3 clusters Score -6450838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107088 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6450844.000000 Penalty: 3767.500732
	Iteration 71Q: 3 clusters Score -6450844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6450843.000000 Penalty: 3767.500732
	Iteration 72Q: 3 clusters Score -6450843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6450845.500000 Penalty: 3767.500732
	Iteration 73Q: 3 clusters Score -6450846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6450842.500000 Penalty: 3767.500732
	Iteration 74Q: 3 clusters Score -6450842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6450848.000000 Penalty: 3767.500732
	Iteration 75Q: 3 clusters Score -6450848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6450848.500000 Penalty: 3767.500732
	Iteration 76Q: 3 clusters Score -6450848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107109 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6450851.500000 Penalty: 3767.500732
	Iteration 77Q: 3 clusters Score -6450852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6450857.000000 Penalty: 3767.500732
	Iteration 78Q: 3 clusters Score -6450857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6450856.000000 Penalty: 3767.500732
	Iteration 79Q: 3 clusters Score -6450856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6450852.000000 Penalty: 3767.500732
	Iteration 80F: 3 clusters Score -6450852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107123 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6450850.000000 Penalty: 3767.500732
	Iteration 81Q: 3 clusters Score -6450850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107126 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6450853.500000 Penalty: 3767.500732
	Iteration 82Q: 3 clusters Score -6450854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6450857.000000 Penalty: 3767.500732
	Iteration 83Q: 3 clusters Score -6450857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6450862.500000 Penalty: 3767.500732
	Iteration 84Q: 3 clusters Score -6450862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107144 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6450861.500000 Penalty: 3767.500732
	Iteration 85Q: 3 clusters Score -6450862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107153 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6450862.500000 Penalty: 3767.500732
	Iteration 86Q: 3 clusters Score -6450862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6450866.500000 Penalty: 3767.500732
	Iteration 87Q: 3 clusters Score -6450866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6450872.500000 Penalty: 3767.500732
	Iteration 88Q: 3 clusters Score -6450872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6450866.500000 Penalty: 3767.500732
	Iteration 89Q: 3 clusters Score -6450866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107190 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6450874.000000 Penalty: 3767.500732
	Iteration 90Q: 3 clusters Score -6450874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6450881.000000 Penalty: 3767.500732
	Iteration 91Q: 3 clusters Score -6450881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6450878.000000 Penalty: 3767.500732
	Iteration 92Q: 3 clusters Score -6450878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6450873.500000 Penalty: 3767.500732
	Iteration 93Q: 3 clusters Score -6450874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6450873.500000 Penalty: 3767.500732
	Iteration 94Q: 3 clusters Score -6450874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6450878.000000 Penalty: 3767.500732
	Iteration 95Q: 3 clusters Score -6450878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6450873.500000 Penalty: 3767.500732
	Iteration 96Q: 3 clusters Score -6450874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107223 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6450872.000000 Penalty: 3767.500732
	Iteration 97Q: 3 clusters Score -6450872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6450868.000000 Penalty: 3767.500732
	Iteration 98Q: 3 clusters Score -6450868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6450872.000000 Penalty: 3767.500732
	Iteration 99Q: 3 clusters Score -6450872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6450876.000000 Penalty: 3767.500732
	Iteration 100F: 3 clusters Score -6450876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107233 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6450877.000000 Penalty: 3767.500732
	Iteration 101Q: 3 clusters Score -6450877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6450876.500000 Penalty: 3767.500732
	Iteration 102Q: 3 clusters Score -6450876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6450876.500000 Penalty: 3767.500732
	Iteration 103Q: 3 clusters Score -6450876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107235 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6450873.500000 Penalty: 3767.500732
	Iteration 104Q: 3 clusters Score -6450874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6450877.500000 Penalty: 3767.500732
	Iteration 105Q: 3 clusters Score -6450878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107237 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6450872.500000 Penalty: 3767.500732
	Iteration 106Q: 3 clusters Score -6450872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6450877.000000 Penalty: 3767.500732
	Iteration 107Q: 3 clusters Score -6450877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6450877.000000 Penalty: 3767.500732
	Iteration 108F: 3 clusters Score -6450877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Entering Unmasked Estep 
Score: -5278480.000000 Penalty: 1853.680542
	Iteration 0F: 2 clusters Score -5278480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -5218479.000000 Penalty: 3707.361084
	Iteration 0F: 3 clusters Score -5218479 nChanged 42857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -5242496.500000 Penalty: 3707.361084
	Iteration 1F: 3 clusters Score -5242496 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -5242946.500000 Penalty: 3707.361084
	Iteration 2Q: 3 clusters Score -5242946 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -5243479.000000 Penalty: 3707.361084
	Iteration 3Q: 3 clusters Score -5243479 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -5244015.000000 Penalty: 3707.361084
	Iteration 4Q: 3 clusters Score -5244015 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5244634.000000 Penalty: 3707.361084
	Iteration 5Q: 3 clusters Score -5244634 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5245495.500000 Penalty: 3707.361084
	Iteration 6Q: 3 clusters Score -5245496 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -5246939.500000 Penalty: 3707.361084
	Iteration 7Q: 3 clusters Score -5246940 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -5249502.500000 Penalty: 3707.361084
	Iteration 8F: 3 clusters Score -5249502 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -5253699.000000 Penalty: 3707.361084
	Iteration 9F: 3 clusters Score -5253699 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -5259545.000000 Penalty: 3707.361084
	Iteration 10F: 3 clusters Score -5259545 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -5265875.500000 Penalty: 3707.361084
	Iteration 11F: 3 clusters Score -5265876 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -5271138.000000 Penalty: 3707.361084
	Iteration 12F: 3 clusters Score -5271138 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -5274347.500000 Penalty: 3707.361084
	Iteration 13Q: 3 clusters Score -5274348 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5275829.000000 Penalty: 3707.361084
	Iteration 14Q: 3 clusters Score -5275829 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5276458.500000 Penalty: 3707.361084
	Iteration 15Q: 3 clusters Score -5276458 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5276710.500000 Penalty: 3707.361084
	Iteration 16Q: 3 clusters Score -5276710 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5276849.000000 Penalty: 3707.361084
	Iteration 17Q: 3 clusters Score -5276849 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89506 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5276890.500000 Penalty: 3707.361084
	Iteration 18Q: 3 clusters Score -5276890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5276931.500000 Penalty: 3707.361084
	Iteration 19Q: 3 clusters Score -5276932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5276957.500000 Penalty: 3707.361084
	Iteration 20F: 3 clusters Score -5276958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5276976.500000 Penalty: 3707.361084
	Iteration 21Q: 3 clusters Score -5276976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5276990.500000 Penalty: 3707.361084
	Iteration 22Q: 3 clusters Score -5276990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5276997.500000 Penalty: 3707.361084
	Iteration 23Q: 3 clusters Score -5276998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89596 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5276992.000000 Penalty: 3707.361084
	Iteration 24Q: 3 clusters Score -5276992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5276997.000000 Penalty: 3707.361084
	Iteration 25Q: 3 clusters Score -5276997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5277002.000000 Penalty: 3707.361084
	Iteration 26Q: 3 clusters Score -5277002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5277006.000000 Penalty: 3707.361084
	Iteration 27Q: 3 clusters Score -5277006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5277007.000000 Penalty: 3707.361084
	Iteration 28Q: 3 clusters Score -5277007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5277008.000000 Penalty: 3707.361084
	Iteration 29Q: 3 clusters Score -5277008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5277011.000000 Penalty: 3707.361084
	Iteration 30Q: 3 clusters Score -5277011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5277015.500000 Penalty: 3707.361084
	Iteration 31Q: 3 clusters Score -5277016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5277014.500000 Penalty: 3707.361084
	Iteration 32Q: 3 clusters Score -5277014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5277014.500000 Penalty: 3707.361084
	Iteration 33F: 3 clusters Score -5277014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Entering Unmasked Estep 
Score: -241760.859375 Penalty: 1405.307373
	Iteration 0F: 2 clusters Score -241760.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -237456.734375 Penalty: 2810.614746
	Iteration 0F: 3 clusters Score -237456.7 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -240271.906250 Penalty: 2810.614746
	Iteration 1F: 3 clusters Score -240271.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -241742.609375 Penalty: 2810.614746
	Iteration 2F: 3 clusters Score -241742.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -242783.093750 Penalty: 2810.614746
	Iteration 3F: 3 clusters Score -242783.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -243376.453125 Penalty: 2810.614746
	Iteration 4F: 3 clusters Score -243376.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -243616.015625 Penalty: 2810.614746
	Iteration 5Q: 3 clusters Score -243616 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -243742.187500 Penalty: 2810.614746
	Iteration 6Q: 3 clusters Score -243742.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -243817.187500 Penalty: 2810.614746
	Iteration 7Q: 3 clusters Score -243817.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -243867.906250 Penalty: 2810.614746
	Iteration 8Q: 3 clusters Score -243867.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -243912.984375 Penalty: 2810.614746
	Iteration 9Q: 3 clusters Score -243913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -243952.406250 Penalty: 2810.614746
	Iteration 10Q: 3 clusters Score -243952.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -243982.562500 Penalty: 2810.614746
	Iteration 11Q: 3 clusters Score -243982.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -244008.296875 Penalty: 2810.614746
	Iteration 12Q: 3 clusters Score -244008.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -244024.343750 Penalty: 2810.614746
	Iteration 13Q: 3 clusters Score -244024.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -244037.109375 Penalty: 2810.614746
	Iteration 14Q: 3 clusters Score -244037.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -244047.828125 Penalty: 2810.614746
	Iteration 15Q: 3 clusters Score -244047.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -244055.656250 Penalty: 2810.614746
	Iteration 16Q: 3 clusters Score -244055.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -244067.000000 Penalty: 2810.614746
	Iteration 17Q: 3 clusters Score -244067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -244077.687500 Penalty: 2810.614746
	Iteration 18Q: 3 clusters Score -244077.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -244086.437500 Penalty: 2810.614746
	Iteration 19Q: 3 clusters Score -244086.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -244098.171875 Penalty: 2810.614746
	Iteration 20F: 3 clusters Score -244098.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -244110.687500 Penalty: 2810.614746
	Iteration 21Q: 3 clusters Score -244110.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -244124.828125 Penalty: 2810.614746
	Iteration 22Q: 3 clusters Score -244124.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -244143.609375 Penalty: 2810.614746
	Iteration 23Q: 3 clusters Score -244143.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -244159.781250 Penalty: 2810.614746
	Iteration 24Q: 3 clusters Score -244159.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -244175.125000 Penalty: 2810.614746
	Iteration 25Q: 3 clusters Score -244175.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -244189.890625 Penalty: 2810.614746
	Iteration 26Q: 3 clusters Score -244189.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -244204.390625 Penalty: 2810.614746
	Iteration 27Q: 3 clusters Score -244204.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -244212.750000 Penalty: 2810.614746
	Iteration 28Q: 3 clusters Score -244212.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -244218.562500 Penalty: 2810.614746
	Iteration 29Q: 3 clusters Score -244218.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -244223.578125 Penalty: 2810.614746
	Iteration 30Q: 3 clusters Score -244223.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -244226.515625 Penalty: 2810.614746
	Iteration 31Q: 3 clusters Score -244226.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -244229.468750 Penalty: 2810.614746
	Iteration 32Q: 3 clusters Score -244229.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -244231.546875 Penalty: 2810.614746
	Iteration 33Q: 3 clusters Score -244231.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -244236.062500 Penalty: 2810.614746
	Iteration 34Q: 3 clusters Score -244236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -244238.734375 Penalty: 2810.614746
	Iteration 35Q: 3 clusters Score -244238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -244241.312500 Penalty: 2810.614746
	Iteration 36Q: 3 clusters Score -244241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -244243.265625 Penalty: 2810.614746
	Iteration 37Q: 3 clusters Score -244243.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -244243.390625 Penalty: 2810.614746
	Iteration 38Q: 3 clusters Score -244243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -244243.609375 Penalty: 2810.614746
	Iteration 39Q: 3 clusters Score -244243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -244243.765625 Penalty: 2810.614746
	Iteration 40F: 3 clusters Score -244243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 26664 members 
Mstep: Class 3 contains 148441 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 52076 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 108262 members 
Mstep: Class 17 contains 89973 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 16427 members 
Mstep: Class 20 contains 7487 members 
Mstep: Class 21 contains 22995 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 9227 members 
Mstep: Class 24 contains 4086 members 
Entering Unmasked Estep 
Score: -34120244.000000 Penalty: 52038.320312
Splitting cluster 18 changes total score from -34114432.000000 to -34120244.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (16427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Entering Unmasked Estep 
Score: -942578.437500 Penalty: 1577.335693
	Iteration 0F: 2 clusters Score -942578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -931341.625000 Penalty: 3154.671387
	Iteration 0F: 3 clusters Score -931341.6 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -935142.562500 Penalty: 3154.671387
	Iteration 1F: 3 clusters Score -935142.6 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -935468.375000 Penalty: 3154.671387
	Iteration 2F: 3 clusters Score -935468.4 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -935762.812500 Penalty: 3154.671387
	Iteration 3Q: 3 clusters Score -935762.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -936042.062500 Penalty: 3154.671387
	Iteration 4Q: 3 clusters Score -936042.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -936366.812500 Penalty: 3154.671387
	Iteration 5Q: 3 clusters Score -936366.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -936814.125000 Penalty: 3154.671387
	Iteration 6Q: 3 clusters Score -936814.1 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -937425.187500 Penalty: 3154.671387
	Iteration 7F: 3 clusters Score -937425.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -938098.250000 Penalty: 3154.671387
	Iteration 8F: 3 clusters Score -938098.2 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -938805.500000 Penalty: 3154.671387
	Iteration 9F: 3 clusters Score -938805.5 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -939443.187500 Penalty: 3154.671387
	Iteration 10F: 3 clusters Score -939443.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -939928.187500 Penalty: 3154.671387
	Iteration 11Q: 3 clusters Score -939928.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -940237.687500 Penalty: 3154.671387
	Iteration 12Q: 3 clusters Score -940237.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -940440.250000 Penalty: 3154.671387
	Iteration 13Q: 3 clusters Score -940440.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -940579.625000 Penalty: 3154.671387
	Iteration 14Q: 3 clusters Score -940579.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -940659.187500 Penalty: 3154.671387
	Iteration 15Q: 3 clusters Score -940659.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -940717.687500 Penalty: 3154.671387
	Iteration 16Q: 3 clusters Score -940717.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -940758.687500 Penalty: 3154.671387
	Iteration 17Q: 3 clusters Score -940758.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -940797.562500 Penalty: 3154.671387
	Iteration 18Q: 3 clusters Score -940797.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -940827.937500 Penalty: 3154.671387
	Iteration 19Q: 3 clusters Score -940827.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -940856.062500 Penalty: 3154.671387
	Iteration 20F: 3 clusters Score -940856.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -940877.375000 Penalty: 3154.671387
	Iteration 21Q: 3 clusters Score -940877.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -940896.562500 Penalty: 3154.671387
	Iteration 22Q: 3 clusters Score -940896.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -940911.812500 Penalty: 3154.671387
	Iteration 23Q: 3 clusters Score -940911.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -940923.187500 Penalty: 3154.671387
	Iteration 24Q: 3 clusters Score -940923.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -940933.375000 Penalty: 3154.671387
	Iteration 25Q: 3 clusters Score -940933.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -940944.187500 Penalty: 3154.671387
	Iteration 26Q: 3 clusters Score -940944.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -940952.312500 Penalty: 3154.671387
	Iteration 27Q: 3 clusters Score -940952.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -940960.062500 Penalty: 3154.671387
	Iteration 28Q: 3 clusters Score -940960.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -940966.375000 Penalty: 3154.671387
	Iteration 29Q: 3 clusters Score -940966.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -940970.500000 Penalty: 3154.671387
	Iteration 30Q: 3 clusters Score -940970.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -940977.375000 Penalty: 3154.671387
	Iteration 31Q: 3 clusters Score -940977.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -940981.187500 Penalty: 3154.671387
	Iteration 32Q: 3 clusters Score -940981.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -940984.500000 Penalty: 3154.671387
	Iteration 33Q: 3 clusters Score -940984.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -940982.812500 Penalty: 3154.671387
	Iteration 34Q: 3 clusters Score -940982.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -940990.625000 Penalty: 3154.671387
	Iteration 35Q: 3 clusters Score -940990.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -940990.937500 Penalty: 3154.671387
	Iteration 36Q: 3 clusters Score -940990.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -941001.375000 Penalty: 3154.671387
	Iteration 37Q: 3 clusters Score -941001.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -941006.125000 Penalty: 3154.671387
	Iteration 38Q: 3 clusters Score -941006.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -941013.625000 Penalty: 3154.671387
	Iteration 39Q: 3 clusters Score -941013.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -941018.687500 Penalty: 3154.671387
	Iteration 40F: 3 clusters Score -941018.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -941027.562500 Penalty: 3154.671387
	Iteration 41Q: 3 clusters Score -941027.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -941027.500000 Penalty: 3154.671387
	Iteration 42Q: 3 clusters Score -941027.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -941034.125000 Penalty: 3154.671387
	Iteration 43Q: 3 clusters Score -941034.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -941040.375000 Penalty: 3154.671387
	Iteration 44Q: 3 clusters Score -941040.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -941048.062500 Penalty: 3154.671387
	Iteration 45Q: 3 clusters Score -941048.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -941052.625000 Penalty: 3154.671387
	Iteration 46Q: 3 clusters Score -941052.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -941056.312500 Penalty: 3154.671387
	Iteration 47Q: 3 clusters Score -941056.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -941060.312500 Penalty: 3154.671387
	Iteration 48Q: 3 clusters Score -941060.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -941060.687500 Penalty: 3154.671387
	Iteration 49Q: 3 clusters Score -941060.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -941062.687500 Penalty: 3154.671387
	Iteration 50Q: 3 clusters Score -941062.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -941065.375000 Penalty: 3154.671387
	Iteration 51Q: 3 clusters Score -941065.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -941071.375000 Penalty: 3154.671387
	Iteration 52Q: 3 clusters Score -941071.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -941072.250000 Penalty: 3154.671387
	Iteration 53Q: 3 clusters Score -941072.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -941079.812500 Penalty: 3154.671387
	Iteration 54Q: 3 clusters Score -941079.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -941084.250000 Penalty: 3154.671387
	Iteration 55Q: 3 clusters Score -941084.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -941090.562500 Penalty: 3154.671387
	Iteration 56Q: 3 clusters Score -941090.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -941092.625000 Penalty: 3154.671387
	Iteration 57Q: 3 clusters Score -941092.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -941099.125000 Penalty: 3154.671387
	Iteration 58Q: 3 clusters Score -941099.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -941100.062500 Penalty: 3154.671387
	Iteration 59Q: 3 clusters Score -941100.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -941106.250000 Penalty: 3154.671387
	Iteration 60F: 3 clusters Score -941106.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -941110.125000 Penalty: 3154.671387
	Iteration 61Q: 3 clusters Score -941110.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -941111.812500 Penalty: 3154.671387
	Iteration 62Q: 3 clusters Score -941111.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -941112.187500 Penalty: 3154.671387
	Iteration 63Q: 3 clusters Score -941112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -941109.750000 Penalty: 3154.671387
	Iteration 64Q: 3 clusters Score -941109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -941110.250000 Penalty: 3154.671387
	Iteration 65Q: 3 clusters Score -941110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -941107.625000 Penalty: 3154.671387
	Iteration 66Q: 3 clusters Score -941107.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -941110.000000 Penalty: 3154.671387
	Iteration 67Q: 3 clusters Score -941110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -941112.812500 Penalty: 3154.671387
	Iteration 68Q: 3 clusters Score -941112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -941111.687500 Penalty: 3154.671387
	Iteration 69Q: 3 clusters Score -941111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -941114.437500 Penalty: 3154.671387
	Iteration 70Q: 3 clusters Score -941114.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -941117.250000 Penalty: 3154.671387
	Iteration 71Q: 3 clusters Score -941117.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -941115.062500 Penalty: 3154.671387
	Iteration 72Q: 3 clusters Score -941115.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -941115.687500 Penalty: 3154.671387
	Iteration 73Q: 3 clusters Score -941115.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -941118.312500 Penalty: 3154.671387
	Iteration 74Q: 3 clusters Score -941118.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -941121.000000 Penalty: 3154.671387
	Iteration 75Q: 3 clusters Score -941121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -941123.187500 Penalty: 3154.671387
	Iteration 76Q: 3 clusters Score -941123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -941121.937500 Penalty: 3154.671387
	Iteration 77Q: 3 clusters Score -941121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -941125.625000 Penalty: 3154.671387
	Iteration 78Q: 3 clusters Score -941125.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -941123.687500 Penalty: 3154.671387
	Iteration 79Q: 3 clusters Score -941123.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -941125.750000 Penalty: 3154.671387
	Iteration 80F: 3 clusters Score -941125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -941124.500000 Penalty: 3154.671387
	Iteration 81Q: 3 clusters Score -941124.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -941125.312500 Penalty: 3154.671387
	Iteration 82Q: 3 clusters Score -941125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -941123.437500 Penalty: 3154.671387
	Iteration 83Q: 3 clusters Score -941123.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -941125.562500 Penalty: 3154.671387
	Iteration 84Q: 3 clusters Score -941125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -941126.750000 Penalty: 3154.671387
	Iteration 85Q: 3 clusters Score -941126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -941125.250000 Penalty: 3154.671387
	Iteration 86Q: 3 clusters Score -941125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -941124.937500 Penalty: 3154.671387
	Iteration 87Q: 3 clusters Score -941124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -941124.437500 Penalty: 3154.671387
	Iteration 88Q: 3 clusters Score -941124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -941125.187500 Penalty: 3154.671387
	Iteration 89Q: 3 clusters Score -941125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -941124.500000 Penalty: 3154.671387
	Iteration 90Q: 3 clusters Score -941124.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -941125.625000 Penalty: 3154.671387
	Iteration 91Q: 3 clusters Score -941125.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -941129.312500 Penalty: 3154.671387
	Iteration 92Q: 3 clusters Score -941129.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -941129.062500 Penalty: 3154.671387
	Iteration 93Q: 3 clusters Score -941129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -941129.500000 Penalty: 3154.671387
	Iteration 94Q: 3 clusters Score -941129.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -941130.187500 Penalty: 3154.671387
	Iteration 95Q: 3 clusters Score -941130.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -941131.812500 Penalty: 3154.671387
	Iteration 96Q: 3 clusters Score -941131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -941132.250000 Penalty: 3154.671387
	Iteration 97Q: 3 clusters Score -941132.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -941132.562500 Penalty: 3154.671387
	Iteration 98Q: 3 clusters Score -941132.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -941136.687500 Penalty: 3154.671387
	Iteration 99Q: 3 clusters Score -941136.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -941138.375000 Penalty: 3154.671387
	Iteration 100F: 3 clusters Score -941138.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -941136.250000 Penalty: 3154.671387
	Iteration 101Q: 3 clusters Score -941136.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -941141.062500 Penalty: 3154.671387
	Iteration 102Q: 3 clusters Score -941141.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -941141.812500 Penalty: 3154.671387
	Iteration 103Q: 3 clusters Score -941141.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -941141.750000 Penalty: 3154.671387
	Iteration 104Q: 3 clusters Score -941141.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -941144.750000 Penalty: 3154.671387
	Iteration 105Q: 3 clusters Score -941144.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -941141.875000 Penalty: 3154.671387
	Iteration 106Q: 3 clusters Score -941141.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -941144.125000 Penalty: 3154.671387
	Iteration 107Q: 3 clusters Score -941144.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -941147.062500 Penalty: 3154.671387
	Iteration 108Q: 3 clusters Score -941147.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -941150.437500 Penalty: 3154.671387
	Iteration 109Q: 3 clusters Score -941150.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -941148.625000 Penalty: 3154.671387
	Iteration 110Q: 3 clusters Score -941148.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -941149.500000 Penalty: 3154.671387
	Iteration 111Q: 3 clusters Score -941149.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -941148.687500 Penalty: 3154.671387
	Iteration 112Q: 3 clusters Score -941148.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -941149.062500 Penalty: 3154.671387
	Iteration 113Q: 3 clusters Score -941149.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -941152.562500 Penalty: 3154.671387
	Iteration 114Q: 3 clusters Score -941152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -941155.812500 Penalty: 3154.671387
	Iteration 115Q: 3 clusters Score -941155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -941153.812500 Penalty: 3154.671387
	Iteration 116Q: 3 clusters Score -941153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -941155.312500 Penalty: 3154.671387
	Iteration 117Q: 3 clusters Score -941155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -941154.312500 Penalty: 3154.671387
	Iteration 118Q: 3 clusters Score -941154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -941153.125000 Penalty: 3154.671387
	Iteration 119Q: 3 clusters Score -941153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -941157.312500 Penalty: 3154.671387
	Iteration 120F: 3 clusters Score -941157.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -941155.187500 Penalty: 3154.671387
	Iteration 121Q: 3 clusters Score -941155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -941157.437500 Penalty: 3154.671387
	Iteration 122Q: 3 clusters Score -941157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -941159.250000 Penalty: 3154.671387
	Iteration 123Q: 3 clusters Score -941159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -941158.250000 Penalty: 3154.671387
	Iteration 124Q: 3 clusters Score -941158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -941158.750000 Penalty: 3154.671387
	Iteration 125Q: 3 clusters Score -941158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -941157.375000 Penalty: 3154.671387
	Iteration 126Q: 3 clusters Score -941157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -941157.375000 Penalty: 3154.671387
	Iteration 127F: 3 clusters Score -941157.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -422685.281250 Penalty: 1449.650024
	Iteration 0F: 2 clusters Score -422685.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -417114.875000 Penalty: 2899.300049
	Iteration 0F: 3 clusters Score -417114.9 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -418858.312500 Penalty: 2899.300049
	Iteration 1F: 3 clusters Score -418858.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -419102.093750 Penalty: 2899.300049
	Iteration 2F: 3 clusters Score -419102.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -419274.281250 Penalty: 2899.300049
	Iteration 3F: 3 clusters Score -419274.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -419429.750000 Penalty: 2899.300049
	Iteration 4Q: 3 clusters Score -419429.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -419601.062500 Penalty: 2899.300049
	Iteration 5Q: 3 clusters Score -419601.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -419778.750000 Penalty: 2899.300049
	Iteration 6Q: 3 clusters Score -419778.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -419986.187500 Penalty: 2899.300049
	Iteration 7Q: 3 clusters Score -419986.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -420209.218750 Penalty: 2899.300049
	Iteration 8Q: 3 clusters Score -420209.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -420444.062500 Penalty: 2899.300049
	Iteration 9Q: 3 clusters Score -420444.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -420678.312500 Penalty: 2899.300049
	Iteration 10Q: 3 clusters Score -420678.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -420945.625000 Penalty: 2899.300049
	Iteration 11Q: 3 clusters Score -420945.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -421216.250000 Penalty: 2899.300049
	Iteration 12Q: 3 clusters Score -421216.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -421463.000000 Penalty: 2899.300049
	Iteration 13Q: 3 clusters Score -421463 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -421649.500000 Penalty: 2899.300049
	Iteration 14Q: 3 clusters Score -421649.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -421813.125000 Penalty: 2899.300049
	Iteration 15Q: 3 clusters Score -421813.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -421917.812500 Penalty: 2899.300049
	Iteration 16Q: 3 clusters Score -421917.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -421972.562500 Penalty: 2899.300049
	Iteration 17Q: 3 clusters Score -421972.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -422003.000000 Penalty: 2899.300049
	Iteration 18Q: 3 clusters Score -422003 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -422030.218750 Penalty: 2899.300049
	Iteration 19Q: 3 clusters Score -422030.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -422047.562500 Penalty: 2899.300049
	Iteration 20F: 3 clusters Score -422047.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -422055.875000 Penalty: 2899.300049
	Iteration 21Q: 3 clusters Score -422055.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -422060.750000 Penalty: 2899.300049
	Iteration 22Q: 3 clusters Score -422060.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -422065.031250 Penalty: 2899.300049
	Iteration 23Q: 3 clusters Score -422065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -422066.500000 Penalty: 2899.300049
	Iteration 24Q: 3 clusters Score -422066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -422066.468750 Penalty: 2899.300049
	Iteration 25Q: 3 clusters Score -422066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -422067.656250 Penalty: 2899.300049
	Iteration 26Q: 3 clusters Score -422067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -422067.812500 Penalty: 2899.300049
	Iteration 27Q: 3 clusters Score -422067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -422069.125000 Penalty: 2899.300049
	Iteration 28Q: 3 clusters Score -422069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -422069.500000 Penalty: 2899.300049
	Iteration 29Q: 3 clusters Score -422069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -422070.656250 Penalty: 2899.300049
	Iteration 30Q: 3 clusters Score -422070.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -422071.937500 Penalty: 2899.300049
	Iteration 31Q: 3 clusters Score -422071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -422070.750000 Penalty: 2899.300049
	Iteration 32Q: 3 clusters Score -422070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -422071.312500 Penalty: 2899.300049
	Iteration 33Q: 3 clusters Score -422071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -422071.531250 Penalty: 2899.300049
	Iteration 34Q: 3 clusters Score -422071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -422071.531250 Penalty: 2899.300049
	Iteration 35F: 3 clusters Score -422071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 26664 members 
Mstep: Class 3 contains 148441 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 52076 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 108262 members 
Mstep: Class 17 contains 89973 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 16427 members 
Mstep: Class 20 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123052.000000 Penalty: 52038.320312
Iteration 39Q: 25 clusters Score -3.412305e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 27038 members 
Mstep: Class 3 contains 148368 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 52598 members 
Mstep: Class 6 contains 11536 members 
Mstep: Class 7 contains 13646 members 
Mstep: Class 8 contains 19601 members 
Mstep: Class 9 contains 3505 members 
Mstep: Class 10 contains 3937 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 1827 members 
Mstep: Class 14 contains 14468 members 
Mstep: Class 15 contains 11541 members 
Mstep: Class 16 contains 108223 members 
Mstep: Class 17 contains 90003 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 16391 members 
Mstep: Class 20 contains 7645 members 
Mstep: Class 21 contains 22227 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 9092 members 
Mstep: Class 24 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34125552.000000 Penalty: 52038.320312
Iteration 40F: 25 clusters Score -3.412555e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 27352 members 
Mstep: Class 3 contains 148273 members 
Mstep: Class 4 contains 4040 members 
Mstep: Class 5 contains 52937 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 13199 members 
Mstep: Class 8 contains 19215 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 14515 members 
Mstep: Class 15 contains 11211 members 
Mstep: Class 16 contains 108142 members 
Mstep: Class 17 contains 90018 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 16334 members 
Mstep: Class 20 contains 8108 members 
Mstep: Class 21 contains 22061 members 
Mstep: Class 22 contains 2847 members 
Mstep: Class 23 contains 9113 members 
Mstep: Class 24 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34126892.000000 Penalty: 52038.320312
Iteration 41Q: 25 clusters Score -3.412689e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 27716 members 
Mstep: Class 3 contains 148164 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 53414 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 18872 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4074 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 1731 members 
Mstep: Class 14 contains 14519 members 
Mstep: Class 15 contains 10873 members 
Mstep: Class 16 contains 108080 members 
Mstep: Class 17 contains 89988 members 
Mstep: Class 18 contains 2870 members 
Mstep: Class 19 contains 16329 members 
Mstep: Class 20 contains 8436 members 
Mstep: Class 21 contains 21816 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 9141 members 
Mstep: Class 24 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34127968.000000 Penalty: 52038.320312
Iteration 42Q: 25 clusters Score -3.412797e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 28137 members 
Mstep: Class 3 contains 148045 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 53806 members 
Mstep: Class 6 contains 11479 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 18581 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4149 members 
Mstep: Class 11 contains 3922 members 
Mstep: Class 12 contains 3230 members 
Mstep: Class 13 contains 1700 members 
Mstep: Class 14 contains 14546 members 
Mstep: Class 15 contains 10490 members 
Mstep: Class 16 contains 108036 members 
Mstep: Class 17 contains 89966 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 16326 members 
Mstep: Class 20 contains 8708 members 
Mstep: Class 21 contains 21604 members 
Mstep: Class 22 contains 2898 members 
Mstep: Class 23 contains 9192 members 
Mstep: Class 24 contains 3686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128776.000000 Penalty: 52038.320312
Iteration 43Q: 25 clusters Score -3.412878e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 28597 members 
Mstep: Class 3 contains 147894 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 54209 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 12122 members 
Mstep: Class 8 contains 18338 members 
Mstep: Class 9 contains 3551 members 
Mstep: Class 10 contains 4209 members 
Mstep: Class 11 contains 3929 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 1662 members 
Mstep: Class 14 contains 14603 members 
Mstep: Class 15 contains 10112 members 
Mstep: Class 16 contains 107995 members 
Mstep: Class 17 contains 89923 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 16301 members 
Mstep: Class 20 contains 8928 members 
Mstep: Class 21 contains 21409 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 9224 members 
Mstep: Class 24 contains 3648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129592.000000 Penalty: 52038.320312
Iteration 44Q: 25 clusters Score -3.412959e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 29076 members 
Mstep: Class 3 contains 147748 members 
Mstep: Class 4 contains 4107 members 
Mstep: Class 5 contains 54568 members 
Mstep: Class 6 contains 11527 members 
Mstep: Class 7 contains 11852 members 
Mstep: Class 8 contains 18099 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 1639 members 
Mstep: Class 14 contains 14639 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 107951 members 
Mstep: Class 17 contains 89897 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 16264 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 21229 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 9264 members 
Mstep: Class 24 contains 3630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34130512.000000 Penalty: 52038.320312
Iteration 45Q: 25 clusters Score -3.413051e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 29628 members 
Mstep: Class 3 contains 147578 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 54915 members 
Mstep: Class 6 contains 11587 members 
Mstep: Class 7 contains 11626 members 
Mstep: Class 8 contains 17897 members 
Mstep: Class 9 contains 3504 members 
Mstep: Class 10 contains 4331 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 1603 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 9326 members 
Mstep: Class 16 contains 107902 members 
Mstep: Class 17 contains 89870 members 
Mstep: Class 18 contains 3546 members 
Mstep: Class 19 contains 16238 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 21047 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34131488.000000 Penalty: 52038.320312
Iteration 46Q: 25 clusters Score -3.413149e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 30231 members 
Mstep: Class 3 contains 147418 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 55193 members 
Mstep: Class 6 contains 11649 members 
Mstep: Class 7 contains 11423 members 
Mstep: Class 8 contains 17707 members 
Mstep: Class 9 contains 3421 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 3941 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 13 contains 1572 members 
Mstep: Class 14 contains 14662 members 
Mstep: Class 15 contains 8951 members 
Mstep: Class 16 contains 107834 members 
Mstep: Class 17 contains 89825 members 
Mstep: Class 18 contains 3650 members 
Mstep: Class 19 contains 16238 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 20892 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 3588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34132236.000000 Penalty: 52038.320312
Iteration 47Q: 25 clusters Score -3.413224e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 30791 members 
Mstep: Class 3 contains 147281 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 55403 members 
Mstep: Class 6 contains 11703 members 
Mstep: Class 7 contains 11256 members 
Mstep: Class 8 contains 17540 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 3931 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 1552 members 
Mstep: Class 14 contains 14668 members 
Mstep: Class 15 contains 8606 members 
Mstep: Class 16 contains 107793 members 
Mstep: Class 17 contains 89751 members 
Mstep: Class 18 contains 3735 members 
Mstep: Class 19 contains 16247 members 
Mstep: Class 20 contains 9535 members 
Mstep: Class 21 contains 20754 members 
Mstep: Class 22 contains 3116 members 
Mstep: Class 23 contains 9438 members 
Mstep: Class 24 contains 3562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34132760.000000 Penalty: 52038.320312
Iteration 48Q: 25 clusters Score -3.413276e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 31299 members 
Mstep: Class 3 contains 147108 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 55574 members 
Mstep: Class 6 contains 11777 members 
Mstep: Class 7 contains 11133 members 
Mstep: Class 8 contains 17389 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 4478 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 1543 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 107744 members 
Mstep: Class 17 contains 89679 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 16261 members 
Mstep: Class 20 contains 9657 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 3154 members 
Mstep: Class 23 contains 9487 members 
Mstep: Class 24 contains 3546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34133136.000000 Penalty: 52038.320312
Iteration 49Q: 25 clusters Score -3.413314e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 31729 members 
Mstep: Class 3 contains 146929 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 55740 members 
Mstep: Class 6 contains 11845 members 
Mstep: Class 7 contains 11027 members 
Mstep: Class 8 contains 17270 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 13 contains 1540 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 107700 members 
Mstep: Class 17 contains 89620 members 
Mstep: Class 18 contains 3854 members 
Mstep: Class 19 contains 16271 members 
Mstep: Class 20 contains 9732 members 
Mstep: Class 21 contains 20503 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9532 members 
Mstep: Class 24 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34133448.000000 Penalty: 52038.320312
Iteration 50Q: 25 clusters Score -3.413345e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 32103 members 
Mstep: Class 3 contains 146775 members 
Mstep: Class 4 contains 4197 members 
Mstep: Class 5 contains 55898 members 
Mstep: Class 6 contains 11919 members 
Mstep: Class 7 contains 10945 members 
Mstep: Class 8 contains 17168 members 
Mstep: Class 9 contains 3086 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 3925 members 
Mstep: Class 12 contains 3639 members 
Mstep: Class 13 contains 1537 members 
Mstep: Class 14 contains 14647 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 107639 members 
Mstep: Class 17 contains 89534 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 16275 members 
Mstep: Class 20 contains 9796 members 
Mstep: Class 21 contains 20361 members 
Mstep: Class 22 contains 3234 members 
Mstep: Class 23 contains 9582 members 
Mstep: Class 24 contains 3500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34133600.000000 Penalty: 52038.320312
Iteration 51Q: 25 clusters Score -3.41336e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 32413 members 
Mstep: Class 3 contains 146635 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 56039 members 
Mstep: Class 6 contains 11985 members 
Mstep: Class 7 contains 10861 members 
Mstep: Class 8 contains 17072 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 3903 members 
Mstep: Class 12 contains 3699 members 
Mstep: Class 13 contains 1541 members 
Mstep: Class 14 contains 14647 members 
Mstep: Class 15 contains 7895 members 
Mstep: Class 16 contains 107600 members 
Mstep: Class 17 contains 89463 members 
Mstep: Class 18 contains 3927 members 
Mstep: Class 19 contains 16277 members 
Mstep: Class 20 contains 9861 members 
Mstep: Class 21 contains 20244 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 9618 members 
Mstep: Class 24 contains 3480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34133900.000000 Penalty: 52038.320312
Iteration 52Q: 25 clusters Score -3.41339e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 32673 members 
Mstep: Class 3 contains 146515 members 
Mstep: Class 4 contains 4218 members 
Mstep: Class 5 contains 56174 members 
Mstep: Class 6 contains 12041 members 
Mstep: Class 7 contains 10793 members 
Mstep: Class 8 contains 16984 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 1547 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 7806 members 
Mstep: Class 16 contains 107560 members 
Mstep: Class 17 contains 89395 members 
Mstep: Class 18 contains 3957 members 
Mstep: Class 19 contains 16277 members 
Mstep: Class 20 contains 9906 members 
Mstep: Class 21 contains 20153 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 9636 members 
Mstep: Class 24 contains 3461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134060.000000 Penalty: 52038.320312
Iteration 53Q: 25 clusters Score -3.413406e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 32890 members 
Mstep: Class 3 contains 146423 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 56246 members 
Mstep: Class 6 contains 12090 members 
Mstep: Class 7 contains 10736 members 
Mstep: Class 8 contains 16905 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 13 contains 1552 members 
Mstep: Class 14 contains 14696 members 
Mstep: Class 15 contains 7722 members 
Mstep: Class 16 contains 107532 members 
Mstep: Class 17 contains 89339 members 
Mstep: Class 18 contains 3989 members 
Mstep: Class 19 contains 16279 members 
Mstep: Class 20 contains 9938 members 
Mstep: Class 21 contains 20081 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 9658 members 
Mstep: Class 24 contains 3448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134164.000000 Penalty: 52038.320312
Iteration 54Q: 25 clusters Score -3.413416e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 33098 members 
Mstep: Class 3 contains 146329 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 56294 members 
Mstep: Class 6 contains 12149 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 16840 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 4627 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 3827 members 
Mstep: Class 13 contains 1558 members 
Mstep: Class 14 contains 14727 members 
Mstep: Class 15 contains 7647 members 
Mstep: Class 16 contains 107500 members 
Mstep: Class 17 contains 89300 members 
Mstep: Class 18 contains 4011 members 
Mstep: Class 19 contains 16277 members 
Mstep: Class 20 contains 9983 members 
Mstep: Class 21 contains 19993 members 
Mstep: Class 22 contains 3372 members 
Mstep: Class 23 contains 9680 members 
Mstep: Class 24 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 25 clusters Score -3.413418e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 33253 members 
Mstep: Class 3 contains 146270 members 
Mstep: Class 4 contains 4262 members 
Mstep: Class 5 contains 56340 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 10613 members 
Mstep: Class 8 contains 16779 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 3858 members 
Mstep: Class 13 contains 1558 members 
Mstep: Class 14 contains 14735 members 
Mstep: Class 15 contains 7572 members 
Mstep: Class 16 contains 107480 members 
Mstep: Class 17 contains 89287 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 10018 members 
Mstep: Class 21 contains 19925 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 9697 members 
Mstep: Class 24 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134224.000000 Penalty: 52038.320312
Iteration 56Q: 25 clusters Score -3.413422e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 33382 members 
Mstep: Class 3 contains 146201 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 5 contains 56396 members 
Mstep: Class 6 contains 12226 members 
Mstep: Class 7 contains 10571 members 
Mstep: Class 8 contains 16723 members 
Mstep: Class 9 contains 2901 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 3842 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 14739 members 
Mstep: Class 15 contains 7513 members 
Mstep: Class 16 contains 107455 members 
Mstep: Class 17 contains 89270 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 16287 members 
Mstep: Class 20 contains 10037 members 
Mstep: Class 21 contains 19873 members 
Mstep: Class 22 contains 3431 members 
Mstep: Class 23 contains 9714 members 
Mstep: Class 24 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134292.000000 Penalty: 52038.320312
Iteration 57Q: 25 clusters Score -3.413429e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 33491 members 
Mstep: Class 3 contains 146144 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 56452 members 
Mstep: Class 6 contains 12266 members 
Mstep: Class 7 contains 10533 members 
Mstep: Class 8 contains 16672 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 4684 members 
Mstep: Class 11 contains 3830 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 1554 members 
Mstep: Class 14 contains 14737 members 
Mstep: Class 15 contains 7442 members 
Mstep: Class 16 contains 107425 members 
Mstep: Class 17 contains 89256 members 
Mstep: Class 18 contains 4066 members 
Mstep: Class 19 contains 16304 members 
Mstep: Class 20 contains 10050 members 
Mstep: Class 21 contains 19841 members 
Mstep: Class 22 contains 3461 members 
Mstep: Class 23 contains 9731 members 
Mstep: Class 24 contains 3376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134400.000000 Penalty: 52038.320312
Iteration 58Q: 25 clusters Score -3.41344e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 33584 members 
Mstep: Class 3 contains 146092 members 
Mstep: Class 4 contains 4291 members 
Mstep: Class 5 contains 56517 members 
Mstep: Class 6 contains 12309 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 16620 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 3837 members 
Mstep: Class 12 contains 3919 members 
Mstep: Class 13 contains 1554 members 
Mstep: Class 14 contains 14735 members 
Mstep: Class 15 contains 7380 members 
Mstep: Class 16 contains 107392 members 
Mstep: Class 17 contains 89240 members 
Mstep: Class 18 contains 4075 members 
Mstep: Class 19 contains 16302 members 
Mstep: Class 20 contains 10069 members 
Mstep: Class 21 contains 19812 members 
Mstep: Class 22 contains 3480 members 
Mstep: Class 23 contains 9743 members 
Mstep: Class 24 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134424.000000 Penalty: 52038.320312
Iteration 59Q: 25 clusters Score -3.413442e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 33658 members 
Mstep: Class 3 contains 146043 members 
Mstep: Class 4 contains 4299 members 
Mstep: Class 5 contains 56579 members 
Mstep: Class 6 contains 12342 members 
Mstep: Class 7 contains 10455 members 
Mstep: Class 8 contains 16571 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 1552 members 
Mstep: Class 14 contains 14747 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 107364 members 
Mstep: Class 17 contains 89229 members 
Mstep: Class 18 contains 4087 members 
Mstep: Class 19 contains 16305 members 
Mstep: Class 20 contains 10089 members 
Mstep: Class 21 contains 19787 members 
Mstep: Class 22 contains 3499 members 
Mstep: Class 23 contains 9755 members 
Mstep: Class 24 contains 3351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134512.000000 Penalty: 52038.320312
Iteration 60F: 25 clusters Score -3.413451e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 33727 members 
Mstep: Class 3 contains 146012 members 
Mstep: Class 4 contains 4305 members 
Mstep: Class 5 contains 56615 members 
Mstep: Class 6 contains 12369 members 
Mstep: Class 7 contains 10420 members 
Mstep: Class 8 contains 16539 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 3832 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 1551 members 
Mstep: Class 14 contains 14747 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 107352 members 
Mstep: Class 17 contains 89220 members 
Mstep: Class 18 contains 4093 members 
Mstep: Class 19 contains 16322 members 
Mstep: Class 20 contains 10109 members 
Mstep: Class 21 contains 19768 members 
Mstep: Class 22 contains 3514 members 
Mstep: Class 23 contains 9767 members 
Mstep: Class 24 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134532.000000 Penalty: 52038.320312
Iteration 61Q: 25 clusters Score -3.413453e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 33790 members 
Mstep: Class 3 contains 145982 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 56650 members 
Mstep: Class 6 contains 12391 members 
Mstep: Class 7 contains 10389 members 
Mstep: Class 8 contains 16506 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 4725 members 
Mstep: Class 11 contains 3832 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1548 members 
Mstep: Class 14 contains 14748 members 
Mstep: Class 15 contains 7263 members 
Mstep: Class 16 contains 107342 members 
Mstep: Class 17 contains 89207 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 16339 members 
Mstep: Class 20 contains 10110 members 
Mstep: Class 21 contains 19736 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 9782 members 
Mstep: Class 24 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 25 clusters Score -3.413447e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 33836 members 
Mstep: Class 3 contains 145952 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 56664 members 
Mstep: Class 6 contains 12414 members 
Mstep: Class 7 contains 10352 members 
Mstep: Class 8 contains 16478 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 4729 members 
Mstep: Class 11 contains 3832 members 
Mstep: Class 12 contains 3962 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 14758 members 
Mstep: Class 15 contains 7263 members 
Mstep: Class 16 contains 107333 members 
Mstep: Class 17 contains 89198 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 10120 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 3567 members 
Mstep: Class 23 contains 9794 members 
Mstep: Class 24 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134532.000000 Penalty: 52038.320312
Iteration 63Q: 25 clusters Score -3.413453e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 33888 members 
Mstep: Class 3 contains 145919 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 56683 members 
Mstep: Class 6 contains 12432 members 
Mstep: Class 7 contains 10325 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 4732 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 3967 members 
Mstep: Class 13 contains 1540 members 
Mstep: Class 14 contains 14755 members 
Mstep: Class 15 contains 7243 members 
Mstep: Class 16 contains 107324 members 
Mstep: Class 17 contains 89190 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 16355 members 
Mstep: Class 20 contains 10137 members 
Mstep: Class 21 contains 19683 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 9812 members 
Mstep: Class 24 contains 3273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134584.000000 Penalty: 52038.320312
Iteration 64Q: 25 clusters Score -3.413458e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 33924 members 
Mstep: Class 3 contains 145879 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 56715 members 
Mstep: Class 6 contains 12453 members 
Mstep: Class 7 contains 10293 members 
Mstep: Class 8 contains 16440 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 4741 members 
Mstep: Class 11 contains 3854 members 
Mstep: Class 12 contains 3972 members 
Mstep: Class 13 contains 1541 members 
Mstep: Class 14 contains 14761 members 
Mstep: Class 15 contains 7218 members 
Mstep: Class 16 contains 107324 members 
Mstep: Class 17 contains 89183 members 
Mstep: Class 18 contains 4114 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 10146 members 
Mstep: Class 21 contains 19651 members 
Mstep: Class 22 contains 3611 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134636.000000 Penalty: 52038.320312
Iteration 65Q: 25 clusters Score -3.413464e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 33962 members 
Mstep: Class 3 contains 145843 members 
Mstep: Class 4 contains 4331 members 
Mstep: Class 5 contains 56737 members 
Mstep: Class 6 contains 12486 members 
Mstep: Class 7 contains 10263 members 
Mstep: Class 8 contains 16423 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 4748 members 
Mstep: Class 11 contains 3849 members 
Mstep: Class 12 contains 3976 members 
Mstep: Class 13 contains 1539 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7200 members 
Mstep: Class 16 contains 107314 members 
Mstep: Class 17 contains 89177 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 16364 members 
Mstep: Class 20 contains 10152 members 
Mstep: Class 21 contains 19630 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 9848 members 
Mstep: Class 24 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134680.000000 Penalty: 52038.320312
Iteration 66Q: 25 clusters Score -3.413468e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 33985 members 
Mstep: Class 3 contains 145825 members 
Mstep: Class 4 contains 4336 members 
Mstep: Class 5 contains 56765 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 16409 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7185 members 
Mstep: Class 16 contains 107301 members 
Mstep: Class 17 contains 89170 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 16374 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 3662 members 
Mstep: Class 23 contains 9869 members 
Mstep: Class 24 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 25 clusters Score -3.413477e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 34005 members 
Mstep: Class 3 contains 145805 members 
Mstep: Class 4 contains 4339 members 
Mstep: Class 5 contains 56794 members 
Mstep: Class 6 contains 12509 members 
Mstep: Class 7 contains 10220 members 
Mstep: Class 8 contains 16399 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 4761 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1534 members 
Mstep: Class 14 contains 14767 members 
Mstep: Class 15 contains 7171 members 
Mstep: Class 16 contains 107283 members 
Mstep: Class 17 contains 89160 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 16385 members 
Mstep: Class 20 contains 10166 members 
Mstep: Class 21 contains 19586 members 
Mstep: Class 22 contains 3683 members 
Mstep: Class 23 contains 9878 members 
Mstep: Class 24 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134872.000000 Penalty: 52038.320312
Iteration 68Q: 25 clusters Score -3.413487e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 34021 members 
Mstep: Class 3 contains 145788 members 
Mstep: Class 4 contains 4341 members 
Mstep: Class 5 contains 56817 members 
Mstep: Class 6 contains 12526 members 
Mstep: Class 7 contains 10198 members 
Mstep: Class 8 contains 16389 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 3878 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 14766 members 
Mstep: Class 15 contains 7166 members 
Mstep: Class 16 contains 107273 members 
Mstep: Class 17 contains 89160 members 
Mstep: Class 18 contains 4131 members 
Mstep: Class 19 contains 16393 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 3697 members 
Mstep: Class 23 contains 9889 members 
Mstep: Class 24 contains 3178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134860.000000 Penalty: 52038.320312
Iteration 69Q: 25 clusters Score -3.413486e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 34035 members 
Mstep: Class 3 contains 145757 members 
Mstep: Class 4 contains 4343 members 
Mstep: Class 5 contains 56841 members 
Mstep: Class 6 contains 12541 members 
Mstep: Class 7 contains 10179 members 
Mstep: Class 8 contains 16378 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 3898 members 
Mstep: Class 12 contains 3995 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 14760 members 
Mstep: Class 15 contains 7165 members 
Mstep: Class 16 contains 107271 members 
Mstep: Class 17 contains 89159 members 
Mstep: Class 18 contains 4136 members 
Mstep: Class 19 contains 16397 members 
Mstep: Class 20 contains 10161 members 
Mstep: Class 21 contains 19550 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 9901 members 
Mstep: Class 24 contains 3162 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 25 clusters Score -3.41349e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 34051 members 
Mstep: Class 3 contains 145740 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 56861 members 
Mstep: Class 6 contains 12550 members 
Mstep: Class 7 contains 10159 members 
Mstep: Class 8 contains 16373 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 3908 members 
Mstep: Class 12 contains 3996 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 14768 members 
Mstep: Class 15 contains 7160 members 
Mstep: Class 16 contains 107261 members 
Mstep: Class 17 contains 89158 members 
Mstep: Class 18 contains 4134 members 
Mstep: Class 19 contains 16404 members 
Mstep: Class 20 contains 10157 members 
Mstep: Class 21 contains 19536 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 9914 members 
Mstep: Class 24 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 25 clusters Score -3.413483e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 34071 members 
Mstep: Class 3 contains 145721 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 56878 members 
Mstep: Class 6 contains 12556 members 
Mstep: Class 7 contains 10138 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 3994 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 14778 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 107243 members 
Mstep: Class 17 contains 89157 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 16406 members 
Mstep: Class 20 contains 10158 members 
Mstep: Class 21 contains 19517 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 9929 members 
Mstep: Class 24 contains 3140 members 
Entering Unmasked Estep 
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Iteration 72Q: 25 clusters Score -3.413497e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 34093 members 
Mstep: Class 3 contains 145707 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 56897 members 
Mstep: Class 6 contains 12571 members 
Mstep: Class 7 contains 10115 members 
Mstep: Class 8 contains 16361 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 4777 members 
Mstep: Class 11 contains 3931 members 
Mstep: Class 12 contains 3994 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 14776 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 107231 members 
Mstep: Class 17 contains 89159 members 
Mstep: Class 18 contains 4143 members 
Mstep: Class 19 contains 16411 members 
Mstep: Class 20 contains 10152 members 
Mstep: Class 21 contains 19504 members 
Mstep: Class 22 contains 3756 members 
Mstep: Class 23 contains 9944 members 
Mstep: Class 24 contains 3127 members 
Entering Unmasked Estep 
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Iteration 73Q: 25 clusters Score -3.413493e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 34119 members 
Mstep: Class 3 contains 145694 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 56905 members 
Mstep: Class 6 contains 12588 members 
Mstep: Class 7 contains 10095 members 
Mstep: Class 8 contains 16356 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 4782 members 
Mstep: Class 11 contains 3957 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 14774 members 
Mstep: Class 15 contains 7141 members 
Mstep: Class 16 contains 107226 members 
Mstep: Class 17 contains 89153 members 
Mstep: Class 18 contains 4143 members 
Mstep: Class 19 contains 16412 members 
Mstep: Class 20 contains 10142 members 
Mstep: Class 21 contains 19486 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134860.000000 Penalty: 52038.320312
Iteration 74Q: 25 clusters Score -3.413486e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 34140 members 
Mstep: Class 3 contains 145674 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 56919 members 
Mstep: Class 6 contains 12602 members 
Mstep: Class 7 contains 10078 members 
Mstep: Class 8 contains 16355 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 4787 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 3995 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14772 members 
Mstep: Class 15 contains 7134 members 
Mstep: Class 16 contains 107218 members 
Mstep: Class 17 contains 89154 members 
Mstep: Class 18 contains 4143 members 
Mstep: Class 19 contains 16415 members 
Mstep: Class 20 contains 10131 members 
Mstep: Class 21 contains 19473 members 
Mstep: Class 22 contains 3787 members 
Mstep: Class 23 contains 9972 members 
Mstep: Class 24 contains 3093 members 
Entering Unmasked Estep 
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Iteration 75Q: 25 clusters Score -3.413492e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 34162 members 
Mstep: Class 3 contains 145666 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 56924 members 
Mstep: Class 6 contains 12604 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 16351 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4793 members 
Mstep: Class 11 contains 4003 members 
Mstep: Class 12 contains 4002 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 14763 members 
Mstep: Class 15 contains 7128 members 
Mstep: Class 16 contains 107204 members 
Mstep: Class 17 contains 89156 members 
Mstep: Class 18 contains 4151 members 
Mstep: Class 19 contains 16415 members 
Mstep: Class 20 contains 10124 members 
Mstep: Class 21 contains 19456 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 9972 members 
Mstep: Class 24 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134924.000000 Penalty: 52038.320312
Iteration 76Q: 25 clusters Score -3.413492e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 34178 members 
Mstep: Class 3 contains 145660 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 56929 members 
Mstep: Class 6 contains 12605 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 16347 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4795 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 4004 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 14764 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107193 members 
Mstep: Class 17 contains 89150 members 
Mstep: Class 18 contains 4154 members 
Mstep: Class 19 contains 16417 members 
Mstep: Class 20 contains 10120 members 
Mstep: Class 21 contains 19426 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 9978 members 
Mstep: Class 24 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134952.000000 Penalty: 52038.320312
Iteration 77Q: 25 clusters Score -3.413495e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 34192 members 
Mstep: Class 3 contains 145647 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56939 members 
Mstep: Class 6 contains 12608 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 16341 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 4071 members 
Mstep: Class 12 contains 4007 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14763 members 
Mstep: Class 15 contains 7124 members 
Mstep: Class 16 contains 107189 members 
Mstep: Class 17 contains 89148 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 16419 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 19403 members 
Mstep: Class 22 contains 3825 members 
Mstep: Class 23 contains 9987 members 
Mstep: Class 24 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134928.000000 Penalty: 52038.320312
Iteration 78Q: 25 clusters Score -3.413493e+07 nChanged 156
Entering ConstructFrom: 
Score: -34134928.000000 Penalty: 52038.320312
Entering ConstructFrom: 
Trying to split cluster 1 (40970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Entering Unmasked Estep 
Score: -2382913.250000 Penalty: 1725.846680
	Iteration 0F: 2 clusters Score -2382913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2355486.250000 Penalty: 3451.693359
	Iteration 0F: 3 clusters Score -2355486 nChanged 19065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2366242.250000 Penalty: 3451.693359
	Iteration 1F: 3 clusters Score -2366242 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2366894.000000 Penalty: 3451.693359
	Iteration 2Q: 3 clusters Score -2366894 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2367692.500000 Penalty: 3451.693359
	Iteration 3Q: 3 clusters Score -2367692 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -2368792.250000 Penalty: 3451.693359
	Iteration 4F: 3 clusters Score -2368792 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -2370395.500000 Penalty: 3451.693359
	Iteration 5F: 3 clusters Score -2370396 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -2372698.250000 Penalty: 3451.693359
	Iteration 6F: 3 clusters Score -2372698 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -2375491.000000 Penalty: 3451.693359
	Iteration 7F: 3 clusters Score -2375491 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -2377999.000000 Penalty: 3451.693359
	Iteration 8F: 3 clusters Score -2377999 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -2379772.750000 Penalty: 3451.693359
	Iteration 9Q: 3 clusters Score -2379773 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -2380614.250000 Penalty: 3451.693359
	Iteration 10Q: 3 clusters Score -2380614 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -2381020.750000 Penalty: 3451.693359
	Iteration 11Q: 3 clusters Score -2381021 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -2381200.000000 Penalty: 3451.693359
	Iteration 12Q: 3 clusters Score -2381200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -2381284.750000 Penalty: 3451.693359
	Iteration 13Q: 3 clusters Score -2381285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -2381332.500000 Penalty: 3451.693359
	Iteration 14Q: 3 clusters Score -2381332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -2381363.750000 Penalty: 3451.693359
	Iteration 15Q: 3 clusters Score -2381364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -2381376.250000 Penalty: 3451.693359
	Iteration 16Q: 3 clusters Score -2381376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -2381388.500000 Penalty: 3451.693359
	Iteration 17Q: 3 clusters Score -2381388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -2381392.500000 Penalty: 3451.693359
	Iteration 18Q: 3 clusters Score -2381392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -2381395.750000 Penalty: 3451.693359
	Iteration 19Q: 3 clusters Score -2381396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -2381395.000000 Penalty: 3451.693359
	Iteration 20F: 3 clusters Score -2381395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -2381395.500000 Penalty: 3451.693359
	Iteration 21Q: 3 clusters Score -2381396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -2381395.500000 Penalty: 3451.693359
	Iteration 22F: 3 clusters Score -2381396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Entering Unmasked Estep 
Score: -1990322.875000 Penalty: 1696.492188
	Iteration 0F: 2 clusters Score -1990323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1967229.000000 Penalty: 3392.984375
	Iteration 0F: 3 clusters Score -1967229 nChanged 15771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1976051.625000 Penalty: 3392.984375
	Iteration 1F: 3 clusters Score -1976052 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1976493.750000 Penalty: 3392.984375
	Iteration 2Q: 3 clusters Score -1976494 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1976948.625000 Penalty: 3392.984375
	Iteration 3Q: 3 clusters Score -1976949 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1977442.875000 Penalty: 3392.984375
	Iteration 4Q: 3 clusters Score -1977443 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1978035.375000 Penalty: 3392.984375
	Iteration 5Q: 3 clusters Score -1978035 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1978725.125000 Penalty: 3392.984375
	Iteration 6Q: 3 clusters Score -1978725 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1979658.750000 Penalty: 3392.984375
	Iteration 7Q: 3 clusters Score -1979659 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1980766.250000 Penalty: 3392.984375
	Iteration 8F: 3 clusters Score -1980766 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1981977.625000 Penalty: 3392.984375
	Iteration 9F: 3 clusters Score -1981978 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1982924.625000 Penalty: 3392.984375
	Iteration 10Q: 3 clusters Score -1982925 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1983597.125000 Penalty: 3392.984375
	Iteration 11Q: 3 clusters Score -1983597 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1984021.000000 Penalty: 3392.984375
	Iteration 12Q: 3 clusters Score -1984021 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1984321.875000 Penalty: 3392.984375
	Iteration 13Q: 3 clusters Score -1984322 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1984587.500000 Penalty: 3392.984375
	Iteration 14Q: 3 clusters Score -1984588 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1984865.125000 Penalty: 3392.984375
	Iteration 15Q: 3 clusters Score -1984865 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1985137.625000 Penalty: 3392.984375
	Iteration 16Q: 3 clusters Score -1985138 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1985418.000000 Penalty: 3392.984375
	Iteration 17Q: 3 clusters Score -1985418 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1985701.250000 Penalty: 3392.984375
	Iteration 18Q: 3 clusters Score -1985701 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1986017.250000 Penalty: 3392.984375
	Iteration 19Q: 3 clusters Score -1986017 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1986386.750000 Penalty: 3392.984375
	Iteration 20F: 3 clusters Score -1986387 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1986813.500000 Penalty: 3392.984375
	Iteration 21Q: 3 clusters Score -1986814 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1987209.500000 Penalty: 3392.984375
	Iteration 22Q: 3 clusters Score -1987210 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1987588.875000 Penalty: 3392.984375
	Iteration 23Q: 3 clusters Score -1987589 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1987931.250000 Penalty: 3392.984375
	Iteration 24Q: 3 clusters Score -1987931 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1988206.125000 Penalty: 3392.984375
	Iteration 25Q: 3 clusters Score -1988206 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1988402.375000 Penalty: 3392.984375
	Iteration 26Q: 3 clusters Score -1988402 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1988539.625000 Penalty: 3392.984375
	Iteration 27Q: 3 clusters Score -1988540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1988643.125000 Penalty: 3392.984375
	Iteration 28Q: 3 clusters Score -1988643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1988705.375000 Penalty: 3392.984375
	Iteration 29Q: 3 clusters Score -1988705 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1988742.625000 Penalty: 3392.984375
	Iteration 30Q: 3 clusters Score -1988743 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1988770.000000 Penalty: 3392.984375
	Iteration 31Q: 3 clusters Score -1988770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1988797.000000 Penalty: 3392.984375
	Iteration 32Q: 3 clusters Score -1988797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1988809.125000 Penalty: 3392.984375
	Iteration 33Q: 3 clusters Score -1988809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1988818.000000 Penalty: 3392.984375
	Iteration 34Q: 3 clusters Score -1988818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1988831.875000 Penalty: 3392.984375
	Iteration 35Q: 3 clusters Score -1988832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1988844.375000 Penalty: 3392.984375
	Iteration 36Q: 3 clusters Score -1988844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1988849.000000 Penalty: 3392.984375
	Iteration 37Q: 3 clusters Score -1988849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1988853.125000 Penalty: 3392.984375
	Iteration 38Q: 3 clusters Score -1988853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1988859.125000 Penalty: 3392.984375
	Iteration 39Q: 3 clusters Score -1988859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1988859.375000 Penalty: 3392.984375
	Iteration 40F: 3 clusters Score -1988859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1988860.875000 Penalty: 3392.984375
	Iteration 41Q: 3 clusters Score -1988861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1988863.375000 Penalty: 3392.984375
	Iteration 42Q: 3 clusters Score -1988863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1988864.625000 Penalty: 3392.984375
	Iteration 43Q: 3 clusters Score -1988865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1988865.125000 Penalty: 3392.984375
	Iteration 44Q: 3 clusters Score -1988865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1988864.625000 Penalty: 3392.984375
	Iteration 45Q: 3 clusters Score -1988865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1988869.500000 Penalty: 3392.984375
	Iteration 46Q: 3 clusters Score -1988870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1988871.125000 Penalty: 3392.984375
	Iteration 47Q: 3 clusters Score -1988871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1988876.250000 Penalty: 3392.984375
	Iteration 48Q: 3 clusters Score -1988876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1988874.625000 Penalty: 3392.984375
	Iteration 49Q: 3 clusters Score -1988875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1988875.875000 Penalty: 3392.984375
	Iteration 50Q: 3 clusters Score -1988876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1988879.625000 Penalty: 3392.984375
	Iteration 51Q: 3 clusters Score -1988880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1988878.625000 Penalty: 3392.984375
	Iteration 52Q: 3 clusters Score -1988879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1988879.500000 Penalty: 3392.984375
	Iteration 53Q: 3 clusters Score -1988880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1988879.375000 Penalty: 3392.984375
	Iteration 54Q: 3 clusters Score -1988879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1988879.375000 Penalty: 3392.984375
	Iteration 55F: 3 clusters Score -1988879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (145640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145640 members 
Entering Unmasked Estep 
Score: -8538369.000000 Penalty: 1931.945190
	Iteration 0F: 2 clusters Score -8538369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -8440973.000000 Penalty: 3863.890381
	Iteration 0F: 3 clusters Score -8440973 nChanged 69995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -8481578.000000 Penalty: 3863.890381
	Iteration 1F: 3 clusters Score -8481578 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -8482407.000000 Penalty: 3863.890381
	Iteration 2Q: 3 clusters Score -8482407 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -8483538.000000 Penalty: 3863.890381
	Iteration 3Q: 3 clusters Score -8483538 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -8485147.000000 Penalty: 3863.890381
	Iteration 4Q: 3 clusters Score -8485147 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -8487314.000000 Penalty: 3863.890381
	Iteration 5Q: 3 clusters Score -8487314 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -8490893.000000 Penalty: 3863.890381
	Iteration 6Q: 3 clusters Score -8490893 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95554 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -8496185.000000 Penalty: 3863.890381
	Iteration 7F: 3 clusters Score -8496185 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -8503483.000000 Penalty: 3863.890381
	Iteration 8F: 3 clusters Score -8503483 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115216 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -8512539.000000 Penalty: 3863.890381
	Iteration 9F: 3 clusters Score -8512539 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125277 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -8521485.000000 Penalty: 3863.890381
	Iteration 10F: 3 clusters Score -8521485 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133109 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -8528071.000000 Penalty: 3863.890381
	Iteration 11F: 3 clusters Score -8528071 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138331 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -8532081.000000 Penalty: 3863.890381
	Iteration 12Q: 3 clusters Score -8532081 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141337 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8534239.000000 Penalty: 3863.890381
	Iteration 13Q: 3 clusters Score -8534239 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143023 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8535392.000000 Penalty: 3863.890381
	Iteration 14Q: 3 clusters Score -8535392 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143931 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8535989.000000 Penalty: 3863.890381
	Iteration 15Q: 3 clusters Score -8535989 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144416 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8536291.000000 Penalty: 3863.890381
	Iteration 16Q: 3 clusters Score -8536291 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144698 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8536553.000000 Penalty: 3863.890381
	Iteration 17Q: 3 clusters Score -8536553 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144853 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8536754.000000 Penalty: 3863.890381
	Iteration 18Q: 3 clusters Score -8536754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144904 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8536816.000000 Penalty: 3863.890381
	Iteration 19Q: 3 clusters Score -8536816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144927 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8536859.000000 Penalty: 3863.890381
	Iteration 20F: 3 clusters Score -8536859 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144947 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8536912.000000 Penalty: 3863.890381
	Iteration 21Q: 3 clusters Score -8536912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8536937.000000 Penalty: 3863.890381
	Iteration 22Q: 3 clusters Score -8536937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144952 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8536954.000000 Penalty: 3863.890381
	Iteration 23Q: 3 clusters Score -8536954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144950 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8536960.000000 Penalty: 3863.890381
	Iteration 24Q: 3 clusters Score -8536960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8536975.000000 Penalty: 3863.890381
	Iteration 25Q: 3 clusters Score -8536975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8536982.000000 Penalty: 3863.890381
	Iteration 26Q: 3 clusters Score -8536982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144940 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8536981.000000 Penalty: 3863.890381
	Iteration 27Q: 3 clusters Score -8536981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8536993.000000 Penalty: 3863.890381
	Iteration 28Q: 3 clusters Score -8536993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8536993.000000 Penalty: 3863.890381
	Iteration 29Q: 3 clusters Score -8536993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144934 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8536995.000000 Penalty: 3863.890381
	Iteration 30Q: 3 clusters Score -8536995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144933 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8536998.000000 Penalty: 3863.890381
	Iteration 31Q: 3 clusters Score -8536998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144933 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8536998.000000 Penalty: 3863.890381
	Iteration 32F: 3 clusters Score -8536998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -258788.656250 Penalty: 1361.226929
	Iteration 0F: 2 clusters Score -258788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -255207.984375 Penalty: 2722.453857
	Iteration 0F: 3 clusters Score -255208 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -256099.562500 Penalty: 2722.453857
	Iteration 1F: 3 clusters Score -256099.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -256266.484375 Penalty: 2722.453857
	Iteration 2F: 3 clusters Score -256266.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -256390.531250 Penalty: 2722.453857
	Iteration 3F: 3 clusters Score -256390.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -256471.156250 Penalty: 2722.453857
	Iteration 4Q: 3 clusters Score -256471.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -256535.812500 Penalty: 2722.453857
	Iteration 5Q: 3 clusters Score -256535.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -256586.187500 Penalty: 2722.453857
	Iteration 6Q: 3 clusters Score -256586.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -256632.265625 Penalty: 2722.453857
	Iteration 7Q: 3 clusters Score -256632.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -256670.890625 Penalty: 2722.453857
	Iteration 8Q: 3 clusters Score -256670.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -256700.468750 Penalty: 2722.453857
	Iteration 9Q: 3 clusters Score -256700.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -256729.406250 Penalty: 2722.453857
	Iteration 10Q: 3 clusters Score -256729.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -256755.000000 Penalty: 2722.453857
	Iteration 11Q: 3 clusters Score -256755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -256777.343750 Penalty: 2722.453857
	Iteration 12Q: 3 clusters Score -256777.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -256799.843750 Penalty: 2722.453857
	Iteration 13Q: 3 clusters Score -256799.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -256825.234375 Penalty: 2722.453857
	Iteration 14Q: 3 clusters Score -256825.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -256855.296875 Penalty: 2722.453857
	Iteration 15Q: 3 clusters Score -256855.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -256889.875000 Penalty: 2722.453857
	Iteration 16Q: 3 clusters Score -256889.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -256935.437500 Penalty: 2722.453857
	Iteration 17Q: 3 clusters Score -256935.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -256982.500000 Penalty: 2722.453857
	Iteration 18Q: 3 clusters Score -256982.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -257028.578125 Penalty: 2722.453857
	Iteration 19Q: 3 clusters Score -257028.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -257077.078125 Penalty: 2722.453857
	Iteration 20F: 3 clusters Score -257077.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -257132.671875 Penalty: 2722.453857
	Iteration 21Q: 3 clusters Score -257132.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -257188.171875 Penalty: 2722.453857
	Iteration 22Q: 3 clusters Score -257188.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -257241.921875 Penalty: 2722.453857
	Iteration 23Q: 3 clusters Score -257241.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -257297.937500 Penalty: 2722.453857
	Iteration 24Q: 3 clusters Score -257297.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -257349.406250 Penalty: 2722.453857
	Iteration 25Q: 3 clusters Score -257349.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -257400.890625 Penalty: 2722.453857
	Iteration 26Q: 3 clusters Score -257400.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -257441.421875 Penalty: 2722.453857
	Iteration 27Q: 3 clusters Score -257441.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -257478.343750 Penalty: 2722.453857
	Iteration 28Q: 3 clusters Score -257478.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -257496.031250 Penalty: 2722.453857
	Iteration 29Q: 3 clusters Score -257496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -257508.640625 Penalty: 2722.453857
	Iteration 30Q: 3 clusters Score -257508.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -257516.421875 Penalty: 2722.453857
	Iteration 31Q: 3 clusters Score -257516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -257526.718750 Penalty: 2722.453857
	Iteration 32Q: 3 clusters Score -257526.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -257542.203125 Penalty: 2722.453857
	Iteration 33Q: 3 clusters Score -257542.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -257560.312500 Penalty: 2722.453857
	Iteration 34Q: 3 clusters Score -257560.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -257579.703125 Penalty: 2722.453857
	Iteration 35Q: 3 clusters Score -257579.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -257590.468750 Penalty: 2722.453857
	Iteration 36Q: 3 clusters Score -257590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -257594.765625 Penalty: 2722.453857
	Iteration 37Q: 3 clusters Score -257594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -257597.328125 Penalty: 2722.453857
	Iteration 38Q: 3 clusters Score -257597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -257599.890625 Penalty: 2722.453857
	Iteration 39Q: 3 clusters Score -257599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -257601.875000 Penalty: 2722.453857
	Iteration 40F: 3 clusters Score -257601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -257605.187500 Penalty: 2722.453857
	Iteration 41Q: 3 clusters Score -257605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -257605.578125 Penalty: 2722.453857
	Iteration 42Q: 3 clusters Score -257605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -257607.500000 Penalty: 2722.453857
	Iteration 43Q: 3 clusters Score -257607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -257608.390625 Penalty: 2722.453857
	Iteration 44Q: 3 clusters Score -257608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -257609.015625 Penalty: 2722.453857
	Iteration 45Q: 3 clusters Score -257609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -257609.015625 Penalty: 2722.453857
	Iteration 46F: 3 clusters Score -257609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Entering Unmasked Estep 
Score: -2898244.250000 Penalty: 1779.340576
	Iteration 0F: 2 clusters Score -2898244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -2860145.500000 Penalty: 3558.681152
	Iteration 0F: 3 clusters Score -2860146 nChanged 26837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -2876781.250000 Penalty: 3558.681152
	Iteration 1F: 3 clusters Score -2876781 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -2878322.000000 Penalty: 3558.681152
	Iteration 2F: 3 clusters Score -2878322 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -2880036.250000 Penalty: 3558.681152
	Iteration 3F: 3 clusters Score -2880036 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -2881913.000000 Penalty: 3558.681152
	Iteration 4F: 3 clusters Score -2881913 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -2883710.000000 Penalty: 3558.681152
	Iteration 5F: 3 clusters Score -2883710 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -2885243.500000 Penalty: 3558.681152
	Iteration 6F: 3 clusters Score -2885244 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -2886567.250000 Penalty: 3558.681152
	Iteration 7Q: 3 clusters Score -2886567 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -2887815.000000 Penalty: 3558.681152
	Iteration 8Q: 3 clusters Score -2887815 nChanged 2077
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2888896 nChanged 1847
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2889748 nChanged 1430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2890312 nChanged 1104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2890641 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2890860 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2891052 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2891195 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2891334 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2891499 nChanged 653
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2891696 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2891884 nChanged 674
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Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2892088 nChanged 631
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2892266 nChanged 622
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Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2892462 nChanged 579
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2892655 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2892882 nChanged 636
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2893107 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2893330 nChanged 645
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Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2893562 nChanged 595
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2893770 nChanged 624
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Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2894018 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2894244 nChanged 570
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Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2894460 nChanged 538
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Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2894673 nChanged 503
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Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2894838 nChanged 450
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Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2894972 nChanged 422
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Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2895133 nChanged 414
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Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2895238 nChanged 399
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Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2895336 nChanged 367
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Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2895458 nChanged 345
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Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 48441 members 
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	Iteration 39Q: 3 clusters Score -2895542 nChanged 306
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Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 48731 members 
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	Iteration 40F: 3 clusters Score -2895620 nChanged 300
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Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 49003 members 
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	Iteration 41Q: 3 clusters Score -2895675 nChanged 236
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Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 49219 members 
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	Iteration 42Q: 3 clusters Score -2895726 nChanged 224
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Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 49431 members 
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	Iteration 43Q: 3 clusters Score -2895762 nChanged 215
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Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 49632 members 
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	Iteration 44Q: 3 clusters Score -2895812 nChanged 196
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Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 49822 members 
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	Iteration 45Q: 3 clusters Score -2895847 nChanged 237
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Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2895915 nChanged 219
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Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 50256 members 
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	Iteration 47Q: 3 clusters Score -2895974 nChanged 216
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Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 50472 members 
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	Iteration 48Q: 3 clusters Score -2896011 nChanged 226
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Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2896058 nChanged 216
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Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 50900 members 
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	Iteration 50Q: 3 clusters Score -2896110 nChanged 223
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Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2896177 nChanged 220
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Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 51319 members 
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	Iteration 52Q: 3 clusters Score -2896238 nChanged 248
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Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2896320 nChanged 236
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Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2896395 nChanged 228
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Mstep: Class 1 contains 4945 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2896457 nChanged 198
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Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2896512 nChanged 186
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Mstep: Class 1 contains 4569 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2896552 nChanged 181
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Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 52552 members 
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	Iteration 58Q: 3 clusters Score -2896598 nChanged 161
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Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 52707 members 
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	Iteration 59Q: 3 clusters Score -2896639 nChanged 143
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Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2896687 nChanged 145
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Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 52991 members 
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	Iteration 61Q: 3 clusters Score -2896711 nChanged 127
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Mstep: Class 1 contains 3828 members 
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	Iteration 62Q: 3 clusters Score -2896741 nChanged 140
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Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 53246 members 
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	Iteration 63Q: 3 clusters Score -2896771 nChanged 116
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Mstep: Class 1 contains 3582 members 
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	Iteration 64Q: 3 clusters Score -2896801 nChanged 129
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Mstep: Class 1 contains 3457 members 
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	Iteration 65Q: 3 clusters Score -2896836 nChanged 118
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Mstep: Class 1 contains 3343 members 
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	Iteration 66Q: 3 clusters Score -2896872 nChanged 96
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Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 53691 members 
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	Iteration 67Q: 3 clusters Score -2896888 nChanged 95
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Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 53780 members 
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	Iteration 68Q: 3 clusters Score -2896914 nChanged 98
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Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2896930 nChanged 76
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Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2896954 nChanged 67
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Mstep: Class 1 contains 2941 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2896964 nChanged 58
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Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2896976 nChanged 60
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Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 54109 members 
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	Iteration 73Q: 3 clusters Score -2896990 nChanged 46
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Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2896986 nChanged 41
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Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2896991 nChanged 46
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Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 54234 members 
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	Iteration 76Q: 3 clusters Score -2897000 nChanged 57
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Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2897011 nChanged 52
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Mstep: Class 1 contains 2607 members 
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	Iteration 78Q: 3 clusters Score -2897018 nChanged 53
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Mstep: Class 1 contains 2558 members 
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	Iteration 79Q: 3 clusters Score -2897044 nChanged 64
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Mstep: Class 1 contains 2500 members 
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	Iteration 80F: 3 clusters Score -2897046 nChanged 45
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Mstep: Class 1 contains 2457 members 
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	Iteration 81Q: 3 clusters Score -2897056 nChanged 48
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Mstep: Class 1 contains 2409 members 
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	Iteration 82Q: 3 clusters Score -2897051 nChanged 43
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	Iteration 83Q: 3 clusters Score -2897054 nChanged 34
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	Iteration 84Q: 3 clusters Score -2897070 nChanged 33
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	Iteration 85Q: 3 clusters Score -2897068 nChanged 34
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Mstep: Class 1 contains 2283 members 
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	Iteration 86Q: 3 clusters Score -2897082 nChanged 26
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Mstep: Class 1 contains 2259 members 
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	Iteration 87Q: 3 clusters Score -2897094 nChanged 32
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	Iteration 88Q: 3 clusters Score -2897094 nChanged 29
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Mstep: Class 1 contains 2204 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2897106 nChanged 40
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Mstep: Class 1 contains 2170 members 
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	Iteration 90Q: 3 clusters Score -2897119 nChanged 34
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Mstep: Class 1 contains 2136 members 
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	Iteration 91Q: 3 clusters Score -2897126 nChanged 21
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Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 54827 members 
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	Iteration 92Q: 3 clusters Score -2897129 nChanged 37
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Mstep: Class 1 contains 2082 members 
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	Iteration 93Q: 3 clusters Score -2897130 nChanged 38
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Mstep: Class 1 contains 2054 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2897144 nChanged 36
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Mstep: Class 1 contains 2028 members 
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Score: -2897149.500000 Penalty: 3558.681152
	Iteration 95Q: 3 clusters Score -2897150 nChanged 37
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Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 54939 members 
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	Iteration 96Q: 3 clusters Score -2897160 nChanged 43
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Mstep: Class 1 contains 1968 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2897166 nChanged 38
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Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 55008 members 
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	Iteration 98Q: 3 clusters Score -2897182 nChanged 32
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Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -2897198.750000 Penalty: 3558.681152
	Iteration 99Q: 3 clusters Score -2897199 nChanged 37
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Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -2897205.750000 Penalty: 3558.681152
	Iteration 100F: 3 clusters Score -2897206 nChanged 37
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Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -2897226.250000 Penalty: 3558.681152
	Iteration 101Q: 3 clusters Score -2897226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -2897230.750000 Penalty: 3558.681152
	Iteration 102Q: 3 clusters Score -2897231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -2897242.750000 Penalty: 3558.681152
	Iteration 103Q: 3 clusters Score -2897243 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -2897253.500000 Penalty: 3558.681152
	Iteration 104Q: 3 clusters Score -2897254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -2897266.000000 Penalty: 3558.681152
	Iteration 105Q: 3 clusters Score -2897266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -2897279.000000 Penalty: 3558.681152
	Iteration 106Q: 3 clusters Score -2897279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -2897295.750000 Penalty: 3558.681152
	Iteration 107Q: 3 clusters Score -2897296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -2897301.750000 Penalty: 3558.681152
	Iteration 108Q: 3 clusters Score -2897302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -2897320.500000 Penalty: 3558.681152
	Iteration 109Q: 3 clusters Score -2897320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -2897327.750000 Penalty: 3558.681152
	Iteration 110Q: 3 clusters Score -2897328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -2897351.250000 Penalty: 3558.681152
	Iteration 111Q: 3 clusters Score -2897351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -2897366.750000 Penalty: 3558.681152
	Iteration 112Q: 3 clusters Score -2897367 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -2897404.250000 Penalty: 3558.681152
	Iteration 113Q: 3 clusters Score -2897404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -2897439.000000 Penalty: 3558.681152
	Iteration 114Q: 3 clusters Score -2897439 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -2897492.250000 Penalty: 3558.681152
	Iteration 115Q: 3 clusters Score -2897492 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -2897520.000000 Penalty: 3558.681152
	Iteration 116Q: 3 clusters Score -2897520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -2897537.250000 Penalty: 3558.681152
	Iteration 117Q: 3 clusters Score -2897537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -2897544.250000 Penalty: 3558.681152
	Iteration 118Q: 3 clusters Score -2897544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -2897551.250000 Penalty: 3558.681152
	Iteration 119Q: 3 clusters Score -2897551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -2897560.750000 Penalty: 3558.681152
	Iteration 120F: 3 clusters Score -2897561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -2897564.500000 Penalty: 3558.681152
	Iteration 121Q: 3 clusters Score -2897564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -2897564.250000 Penalty: 3558.681152
	Iteration 122Q: 3 clusters Score -2897564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -2897565.750000 Penalty: 3558.681152
	Iteration 123Q: 3 clusters Score -2897566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -2897569.750000 Penalty: 3558.681152
	Iteration 124Q: 3 clusters Score -2897570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -2897570.000000 Penalty: 3558.681152
	Iteration 125Q: 3 clusters Score -2897570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -2897576.750000 Penalty: 3558.681152
	Iteration 126Q: 3 clusters Score -2897577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -2897571.000000 Penalty: 3558.681152
	Iteration 127Q: 3 clusters Score -2897571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -2897571.250000 Penalty: 3558.681152
	Iteration 128Q: 3 clusters Score -2897571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -2897568.500000 Penalty: 3558.681152
	Iteration 129Q: 3 clusters Score -2897568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -2897571.750000 Penalty: 3558.681152
	Iteration 130Q: 3 clusters Score -2897572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -2897571.750000 Penalty: 3558.681152
	Iteration 131F: 3 clusters Score -2897572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Entering Unmasked Estep 
Score: -702946.187500 Penalty: 1534.364868
	Iteration 0F: 2 clusters Score -702946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -694126.000000 Penalty: 3068.729736
	Iteration 0F: 3 clusters Score -694126 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -697186.437500 Penalty: 3068.729736
	Iteration 1F: 3 clusters Score -697186.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -697569.375000 Penalty: 3068.729736
	Iteration 2F: 3 clusters Score -697569.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -697943.812500 Penalty: 3068.729736
	Iteration 3F: 3 clusters Score -697943.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -698299.875000 Penalty: 3068.729736
	Iteration 4F: 3 clusters Score -698299.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -698694.625000 Penalty: 3068.729736
	Iteration 5F: 3 clusters Score -698694.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -699164.250000 Penalty: 3068.729736
	Iteration 6F: 3 clusters Score -699164.2 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -699647.562500 Penalty: 3068.729736
	Iteration 7F: 3 clusters Score -699647.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -700123.500000 Penalty: 3068.729736
	Iteration 8F: 3 clusters Score -700123.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -700548.500000 Penalty: 3068.729736
	Iteration 9Q: 3 clusters Score -700548.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -700917.125000 Penalty: 3068.729736
	Iteration 10Q: 3 clusters Score -700917.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -701275.812500 Penalty: 3068.729736
	Iteration 11Q: 3 clusters Score -701275.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -701644.812500 Penalty: 3068.729736
	Iteration 12Q: 3 clusters Score -701644.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -701938.750000 Penalty: 3068.729736
	Iteration 13Q: 3 clusters Score -701938.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -702189.000000 Penalty: 3068.729736
	Iteration 14Q: 3 clusters Score -702189 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -702400.812500 Penalty: 3068.729736
	Iteration 15Q: 3 clusters Score -702400.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -702602.937500 Penalty: 3068.729736
	Iteration 16Q: 3 clusters Score -702602.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -702739.375000 Penalty: 3068.729736
	Iteration 17Q: 3 clusters Score -702739.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -702839.625000 Penalty: 3068.729736
	Iteration 18Q: 3 clusters Score -702839.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -702906.187500 Penalty: 3068.729736
	Iteration 19Q: 3 clusters Score -702906.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -702955.937500 Penalty: 3068.729736
	Iteration 20F: 3 clusters Score -702955.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -702991.187500 Penalty: 3068.729736
	Iteration 21Q: 3 clusters Score -702991.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -703022.250000 Penalty: 3068.729736
	Iteration 22Q: 3 clusters Score -703022.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -703054.312500 Penalty: 3068.729736
	Iteration 23Q: 3 clusters Score -703054.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -703081.750000 Penalty: 3068.729736
	Iteration 24Q: 3 clusters Score -703081.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -703105.875000 Penalty: 3068.729736
	Iteration 25Q: 3 clusters Score -703105.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -703128.125000 Penalty: 3068.729736
	Iteration 26Q: 3 clusters Score -703128.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -703158.562500 Penalty: 3068.729736
	Iteration 27Q: 3 clusters Score -703158.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -703185.750000 Penalty: 3068.729736
	Iteration 28Q: 3 clusters Score -703185.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -703210.312500 Penalty: 3068.729736
	Iteration 29Q: 3 clusters Score -703210.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -703226.687500 Penalty: 3068.729736
	Iteration 30Q: 3 clusters Score -703226.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -703241.812500 Penalty: 3068.729736
	Iteration 31Q: 3 clusters Score -703241.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -703256.750000 Penalty: 3068.729736
	Iteration 32Q: 3 clusters Score -703256.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -703270.687500 Penalty: 3068.729736
	Iteration 33Q: 3 clusters Score -703270.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -703280.187500 Penalty: 3068.729736
	Iteration 34Q: 3 clusters Score -703280.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -703287.875000 Penalty: 3068.729736
	Iteration 35Q: 3 clusters Score -703287.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -703290.500000 Penalty: 3068.729736
	Iteration 36Q: 3 clusters Score -703290.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -703292.750000 Penalty: 3068.729736
	Iteration 37Q: 3 clusters Score -703292.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -703295.375000 Penalty: 3068.729736
	Iteration 38Q: 3 clusters Score -703295.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -703295.937500 Penalty: 3068.729736
	Iteration 39Q: 3 clusters Score -703295.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -703296.437500 Penalty: 3068.729736
	Iteration 40F: 3 clusters Score -703296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -703300.125000 Penalty: 3068.729736
	Iteration 41Q: 3 clusters Score -703300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -703301.437500 Penalty: 3068.729736
	Iteration 42Q: 3 clusters Score -703301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -703302.562500 Penalty: 3068.729736
	Iteration 43Q: 3 clusters Score -703302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -703301.375000 Penalty: 3068.729736
	Iteration 44Q: 3 clusters Score -703301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -703302.437500 Penalty: 3068.729736
	Iteration 45Q: 3 clusters Score -703302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -703303.375000 Penalty: 3068.729736
	Iteration 46Q: 3 clusters Score -703303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -703301.937500 Penalty: 3068.729736
	Iteration 47Q: 3 clusters Score -703301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -703302.937500 Penalty: 3068.729736
	Iteration 48Q: 3 clusters Score -703302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -703302.437500 Penalty: 3068.729736
	Iteration 49Q: 3 clusters Score -703302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -703301.937500 Penalty: 3068.729736
	Iteration 50Q: 3 clusters Score -703301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -703302.812500 Penalty: 3068.729736
	Iteration 51Q: 3 clusters Score -703302.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -703305.437500 Penalty: 3068.729736
	Iteration 52Q: 3 clusters Score -703305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -703305.750000 Penalty: 3068.729736
	Iteration 53Q: 3 clusters Score -703305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -703304.125000 Penalty: 3068.729736
	Iteration 54Q: 3 clusters Score -703304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -703304.375000 Penalty: 3068.729736
	Iteration 55Q: 3 clusters Score -703304.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -703308.062500 Penalty: 3068.729736
	Iteration 56Q: 3 clusters Score -703308.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -703307.812500 Penalty: 3068.729736
	Iteration 57Q: 3 clusters Score -703307.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -703312.062500 Penalty: 3068.729736
	Iteration 58Q: 3 clusters Score -703312.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -703313.375000 Penalty: 3068.729736
	Iteration 59Q: 3 clusters Score -703313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -703311.937500 Penalty: 3068.729736
	Iteration 60F: 3 clusters Score -703311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -703313.062500 Penalty: 3068.729736
	Iteration 61Q: 3 clusters Score -703313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -703313.187500 Penalty: 3068.729736
	Iteration 62Q: 3 clusters Score -703313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -703314.687500 Penalty: 3068.729736
	Iteration 63Q: 3 clusters Score -703314.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -703313.687500 Penalty: 3068.729736
	Iteration 64Q: 3 clusters Score -703313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -703314.625000 Penalty: 3068.729736
	Iteration 65Q: 3 clusters Score -703314.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -703314.875000 Penalty: 3068.729736
	Iteration 66Q: 3 clusters Score -703314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -703316.750000 Penalty: 3068.729736
	Iteration 67Q: 3 clusters Score -703316.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -703315.687500 Penalty: 3068.729736
	Iteration 68Q: 3 clusters Score -703315.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -703316.812500 Penalty: 3068.729736
	Iteration 69Q: 3 clusters Score -703316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -703316.000000 Penalty: 3068.729736
	Iteration 70Q: 3 clusters Score -703316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -703317.750000 Penalty: 3068.729736
	Iteration 71Q: 3 clusters Score -703317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -703318.250000 Penalty: 3068.729736
	Iteration 72Q: 3 clusters Score -703318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -703318.875000 Penalty: 3068.729736
	Iteration 73Q: 3 clusters Score -703318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -703317.937500 Penalty: 3068.729736
	Iteration 74Q: 3 clusters Score -703317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -703317.250000 Penalty: 3068.729736
	Iteration 75Q: 3 clusters Score -703317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -703318.750000 Penalty: 3068.729736
	Iteration 76Q: 3 clusters Score -703318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -703318.812500 Penalty: 3068.729736
	Iteration 77Q: 3 clusters Score -703318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -703318.125000 Penalty: 3068.729736
	Iteration 78Q: 3 clusters Score -703318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -703319.437500 Penalty: 3068.729736
	Iteration 79Q: 3 clusters Score -703319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -703321.125000 Penalty: 3068.729736
	Iteration 80F: 3 clusters Score -703321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -703320.187500 Penalty: 3068.729736
	Iteration 81Q: 3 clusters Score -703320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -703320.750000 Penalty: 3068.729736
	Iteration 82Q: 3 clusters Score -703320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -703320.750000 Penalty: 3068.729736
	Iteration 83F: 3 clusters Score -703320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 145640 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56942 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 16339 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107180 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 4160 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 19376 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 9996 members 
Mstep: Class 24 contains 3022 members 
Mstep: Class 25 contains 8681 members 
Entering Unmasked Estep 
Score: -34134740.000000 Penalty: 54206.582031
Splitting cluster 6 changes total score from -34134928.000000 to -34134740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Entering Unmasked Estep 
Score: -538762.187500 Penalty: 1497.409912
	Iteration 0F: 2 clusters Score -538762.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -531617.875000 Penalty: 2994.819824
	Iteration 0F: 3 clusters Score -531617.9 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -534592.812500 Penalty: 2994.819824
	Iteration 1F: 3 clusters Score -534592.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -535863.562500 Penalty: 2994.819824
	Iteration 2F: 3 clusters Score -535863.6 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -536912.062500 Penalty: 2994.819824
	Iteration 3F: 3 clusters Score -536912.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -537554.437500 Penalty: 2994.819824
	Iteration 4F: 3 clusters Score -537554.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -537982.750000 Penalty: 2994.819824
	Iteration 5F: 3 clusters Score -537982.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -538326.625000 Penalty: 2994.819824
	Iteration 6Q: 3 clusters Score -538326.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -538617.812500 Penalty: 2994.819824
	Iteration 7Q: 3 clusters Score -538617.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -538800.812500 Penalty: 2994.819824
	Iteration 8Q: 3 clusters Score -538800.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -538895.500000 Penalty: 2994.819824
	Iteration 9Q: 3 clusters Score -538895.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -538939.687500 Penalty: 2994.819824
	Iteration 10Q: 3 clusters Score -538939.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -538966.062500 Penalty: 2994.819824
	Iteration 11Q: 3 clusters Score -538966.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -538984.062500 Penalty: 2994.819824
	Iteration 12Q: 3 clusters Score -538984.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -538998.062500 Penalty: 2994.819824
	Iteration 13Q: 3 clusters Score -538998.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -539010.812500 Penalty: 2994.819824
	Iteration 14Q: 3 clusters Score -539010.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -539021.750000 Penalty: 2994.819824
	Iteration 15Q: 3 clusters Score -539021.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -539029.375000 Penalty: 2994.819824
	Iteration 16Q: 3 clusters Score -539029.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -539040.375000 Penalty: 2994.819824
	Iteration 17Q: 3 clusters Score -539040.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -539051.312500 Penalty: 2994.819824
	Iteration 18Q: 3 clusters Score -539051.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -539057.437500 Penalty: 2994.819824
	Iteration 19Q: 3 clusters Score -539057.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -539064.375000 Penalty: 2994.819824
	Iteration 20F: 3 clusters Score -539064.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -539067.062500 Penalty: 2994.819824
	Iteration 21Q: 3 clusters Score -539067.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -539072.625000 Penalty: 2994.819824
	Iteration 22Q: 3 clusters Score -539072.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -539073.687500 Penalty: 2994.819824
	Iteration 23Q: 3 clusters Score -539073.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -539077.062500 Penalty: 2994.819824
	Iteration 24Q: 3 clusters Score -539077.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -539082.062500 Penalty: 2994.819824
	Iteration 25Q: 3 clusters Score -539082.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -539087.187500 Penalty: 2994.819824
	Iteration 26Q: 3 clusters Score -539087.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -539091.750000 Penalty: 2994.819824
	Iteration 27Q: 3 clusters Score -539091.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -539095.500000 Penalty: 2994.819824
	Iteration 28Q: 3 clusters Score -539095.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -539096.437500 Penalty: 2994.819824
	Iteration 29Q: 3 clusters Score -539096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -539096.125000 Penalty: 2994.819824
	Iteration 30Q: 3 clusters Score -539096.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -539098.187500 Penalty: 2994.819824
	Iteration 31Q: 3 clusters Score -539098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -539098.500000 Penalty: 2994.819824
	Iteration 32Q: 3 clusters Score -539098.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -539101.625000 Penalty: 2994.819824
	Iteration 33Q: 3 clusters Score -539101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -539103.562500 Penalty: 2994.819824
	Iteration 34Q: 3 clusters Score -539103.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -539105.125000 Penalty: 2994.819824
	Iteration 35Q: 3 clusters Score -539105.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -539105.562500 Penalty: 2994.819824
	Iteration 36Q: 3 clusters Score -539105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -539108.375000 Penalty: 2994.819824
	Iteration 37Q: 3 clusters Score -539108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -539107.312500 Penalty: 2994.819824
	Iteration 38Q: 3 clusters Score -539107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -539109.000000 Penalty: 2994.819824
	Iteration 39Q: 3 clusters Score -539109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -539109.000000 Penalty: 2994.819824
	Iteration 40F: 3 clusters Score -539109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 145640 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56942 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 16339 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107180 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 4160 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 19376 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 9996 members 
Mstep: Class 24 contains 3022 members 
Mstep: Class 25 contains 3093 members 
Entering Unmasked Estep 
Score: -34134580.000000 Penalty: 54206.582031
Splitting cluster 7 changes total score from -34134928.000000 to -34134580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Entering Unmasked Estep 
Score: -940632.187500 Penalty: 1576.462891
	Iteration 0F: 2 clusters Score -940632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -929301.562500 Penalty: 3152.925781
	Iteration 0F: 3 clusters Score -929301.6 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -933482.375000 Penalty: 3152.925781
	Iteration 1F: 3 clusters Score -933482.4 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -934209.875000 Penalty: 3152.925781
	Iteration 2F: 3 clusters Score -934209.9 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -935307.250000 Penalty: 3152.925781
	Iteration 3F: 3 clusters Score -935307.2 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -936751.187500 Penalty: 3152.925781
	Iteration 4F: 3 clusters Score -936751.2 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -938155.125000 Penalty: 3152.925781
	Iteration 5F: 3 clusters Score -938155.1 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -939179.812500 Penalty: 3152.925781
	Iteration 6F: 3 clusters Score -939179.8 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -939876.437500 Penalty: 3152.925781
	Iteration 7F: 3 clusters Score -939876.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -940364.937500 Penalty: 3152.925781
	Iteration 8Q: 3 clusters Score -940364.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -940653.875000 Penalty: 3152.925781
	Iteration 9Q: 3 clusters Score -940653.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -940869.750000 Penalty: 3152.925781
	Iteration 10Q: 3 clusters Score -940869.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -941048.687500 Penalty: 3152.925781
	Iteration 11Q: 3 clusters Score -941048.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -941268.187500 Penalty: 3152.925781
	Iteration 12Q: 3 clusters Score -941268.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -941511.187500 Penalty: 3152.925781
	Iteration 13Q: 3 clusters Score -941511.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -941729.687500 Penalty: 3152.925781
	Iteration 14Q: 3 clusters Score -941729.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -941903.875000 Penalty: 3152.925781
	Iteration 15Q: 3 clusters Score -941903.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -942047.375000 Penalty: 3152.925781
	Iteration 16Q: 3 clusters Score -942047.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -942182.625000 Penalty: 3152.925781
	Iteration 17Q: 3 clusters Score -942182.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -942301.562500 Penalty: 3152.925781
	Iteration 18Q: 3 clusters Score -942301.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -942379.375000 Penalty: 3152.925781
	Iteration 19Q: 3 clusters Score -942379.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -942431.625000 Penalty: 3152.925781
	Iteration 20F: 3 clusters Score -942431.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -942453.687500 Penalty: 3152.925781
	Iteration 21Q: 3 clusters Score -942453.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -942473.375000 Penalty: 3152.925781
	Iteration 22Q: 3 clusters Score -942473.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -942478.625000 Penalty: 3152.925781
	Iteration 23Q: 3 clusters Score -942478.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -942483.750000 Penalty: 3152.925781
	Iteration 24Q: 3 clusters Score -942483.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -942484.250000 Penalty: 3152.925781
	Iteration 25Q: 3 clusters Score -942484.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -942485.000000 Penalty: 3152.925781
	Iteration 26Q: 3 clusters Score -942485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -942486.875000 Penalty: 3152.925781
	Iteration 27Q: 3 clusters Score -942486.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -942485.375000 Penalty: 3152.925781
	Iteration 28Q: 3 clusters Score -942485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -942485.375000 Penalty: 3152.925781
	Iteration 29F: 3 clusters Score -942485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 145640 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56942 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107180 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 4160 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 19376 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 9996 members 
Mstep: Class 24 contains 3022 members 
Mstep: Class 25 contains 3728 members 
Entering Unmasked Estep 
Score: -34136072.000000 Penalty: 54206.582031
Splitting cluster 8 changes total score from -34134928.000000 to -34136072.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -157589.468750 Penalty: 1293.779297
	Iteration 0F: 2 clusters Score -157589.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -154994.656250 Penalty: 2587.558594
	Iteration 0F: 3 clusters Score -154994.7 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -155787.328125 Penalty: 2587.558594
	Iteration 1F: 3 clusters Score -155787.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -156088.812500 Penalty: 2587.558594
	Iteration 2F: 3 clusters Score -156088.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -156373.671875 Penalty: 2587.558594
	Iteration 3F: 3 clusters Score -156373.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -156569.156250 Penalty: 2587.558594
	Iteration 4F: 3 clusters Score -156569.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -156705.828125 Penalty: 2587.558594
	Iteration 5F: 3 clusters Score -156705.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -156781.984375 Penalty: 2587.558594
	Iteration 6Q: 3 clusters Score -156782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -156836.437500 Penalty: 2587.558594
	Iteration 7Q: 3 clusters Score -156836.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -156870.000000 Penalty: 2587.558594
	Iteration 8Q: 3 clusters Score -156870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -156891.312500 Penalty: 2587.558594
	Iteration 9Q: 3 clusters Score -156891.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -156905.156250 Penalty: 2587.558594
	Iteration 10Q: 3 clusters Score -156905.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -156916.531250 Penalty: 2587.558594
	Iteration 11Q: 3 clusters Score -156916.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -156924.828125 Penalty: 2587.558594
	Iteration 12Q: 3 clusters Score -156924.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -156937.859375 Penalty: 2587.558594
	Iteration 13Q: 3 clusters Score -156937.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -156944.171875 Penalty: 2587.558594
	Iteration 14Q: 3 clusters Score -156944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -156950.343750 Penalty: 2587.558594
	Iteration 15Q: 3 clusters Score -156950.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -156956.515625 Penalty: 2587.558594
	Iteration 16Q: 3 clusters Score -156956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -156958.796875 Penalty: 2587.558594
	Iteration 17Q: 3 clusters Score -156958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -156962.140625 Penalty: 2587.558594
	Iteration 18Q: 3 clusters Score -156962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -156963.640625 Penalty: 2587.558594
	Iteration 19Q: 3 clusters Score -156963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -156964.109375 Penalty: 2587.558594
	Iteration 20F: 3 clusters Score -156964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -156964.406250 Penalty: 2587.558594
	Iteration 21Q: 3 clusters Score -156964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -156964.859375 Penalty: 2587.558594
	Iteration 22Q: 3 clusters Score -156964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -156964.859375 Penalty: 2587.558594
	Iteration 23F: 3 clusters Score -156964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -276685.343750 Penalty: 1377.511963
	Iteration 0F: 2 clusters Score -276685.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -272822.156250 Penalty: 2755.023926
	Iteration 0F: 3 clusters Score -272822.2 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -273882.562500 Penalty: 2755.023926
	Iteration 1F: 3 clusters Score -273882.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -274053.781250 Penalty: 2755.023926
	Iteration 2F: 3 clusters Score -274053.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -274146.406250 Penalty: 2755.023926
	Iteration 3Q: 3 clusters Score -274146.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -274225.406250 Penalty: 2755.023926
	Iteration 4Q: 3 clusters Score -274225.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -274307.187500 Penalty: 2755.023926
	Iteration 5Q: 3 clusters Score -274307.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -274370.750000 Penalty: 2755.023926
	Iteration 6Q: 3 clusters Score -274370.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -274437.406250 Penalty: 2755.023926
	Iteration 7Q: 3 clusters Score -274437.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -274498.125000 Penalty: 2755.023926
	Iteration 8Q: 3 clusters Score -274498.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -274563.000000 Penalty: 2755.023926
	Iteration 9Q: 3 clusters Score -274563 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -274627.187500 Penalty: 2755.023926
	Iteration 10Q: 3 clusters Score -274627.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -274691.000000 Penalty: 2755.023926
	Iteration 11Q: 3 clusters Score -274691 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -274763.750000 Penalty: 2755.023926
	Iteration 12Q: 3 clusters Score -274763.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -274835.250000 Penalty: 2755.023926
	Iteration 13Q: 3 clusters Score -274835.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -274894.625000 Penalty: 2755.023926
	Iteration 14Q: 3 clusters Score -274894.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -274943.281250 Penalty: 2755.023926
	Iteration 15Q: 3 clusters Score -274943.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -274995.656250 Penalty: 2755.023926
	Iteration 16Q: 3 clusters Score -274995.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -275044.812500 Penalty: 2755.023926
	Iteration 17Q: 3 clusters Score -275044.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -275103.968750 Penalty: 2755.023926
	Iteration 18Q: 3 clusters Score -275104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -275163.531250 Penalty: 2755.023926
	Iteration 19Q: 3 clusters Score -275163.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -275232.625000 Penalty: 2755.023926
	Iteration 20F: 3 clusters Score -275232.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -275289.718750 Penalty: 2755.023926
	Iteration 21Q: 3 clusters Score -275289.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -275342.250000 Penalty: 2755.023926
	Iteration 22Q: 3 clusters Score -275342.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -275388.843750 Penalty: 2755.023926
	Iteration 23Q: 3 clusters Score -275388.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -275414.843750 Penalty: 2755.023926
	Iteration 24Q: 3 clusters Score -275414.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -275434.187500 Penalty: 2755.023926
	Iteration 25Q: 3 clusters Score -275434.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -275449.812500 Penalty: 2755.023926
	Iteration 26Q: 3 clusters Score -275449.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -275463.218750 Penalty: 2755.023926
	Iteration 27Q: 3 clusters Score -275463.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -275476.843750 Penalty: 2755.023926
	Iteration 28Q: 3 clusters Score -275476.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -275492.031250 Penalty: 2755.023926
	Iteration 29Q: 3 clusters Score -275492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -275504.406250 Penalty: 2755.023926
	Iteration 30Q: 3 clusters Score -275504.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -275519.093750 Penalty: 2755.023926
	Iteration 31Q: 3 clusters Score -275519.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -275527.000000 Penalty: 2755.023926
	Iteration 32Q: 3 clusters Score -275527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -275535.281250 Penalty: 2755.023926
	Iteration 33Q: 3 clusters Score -275535.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -275547.656250 Penalty: 2755.023926
	Iteration 34Q: 3 clusters Score -275547.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -275551.687500 Penalty: 2755.023926
	Iteration 35Q: 3 clusters Score -275551.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -275554.531250 Penalty: 2755.023926
	Iteration 36Q: 3 clusters Score -275554.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -275556.968750 Penalty: 2755.023926
	Iteration 37Q: 3 clusters Score -275557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -275559.031250 Penalty: 2755.023926
	Iteration 38Q: 3 clusters Score -275559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -275562.062500 Penalty: 2755.023926
	Iteration 39Q: 3 clusters Score -275562.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -275565.843750 Penalty: 2755.023926
	Iteration 40F: 3 clusters Score -275565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -275567.843750 Penalty: 2755.023926
	Iteration 41Q: 3 clusters Score -275567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -275570.593750 Penalty: 2755.023926
	Iteration 42Q: 3 clusters Score -275570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -275573.468750 Penalty: 2755.023926
	Iteration 43Q: 3 clusters Score -275573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -275574.937500 Penalty: 2755.023926
	Iteration 44Q: 3 clusters Score -275574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -275576.000000 Penalty: 2755.023926
	Iteration 45Q: 3 clusters Score -275576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -275578.500000 Penalty: 2755.023926
	Iteration 46Q: 3 clusters Score -275578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -275578.500000 Penalty: 2755.023926
	Iteration 47F: 3 clusters Score -275578.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Entering Unmasked Estep 
Score: -188170.656250 Penalty: 1352.112305
	Iteration 0F: 2 clusters Score -188170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -184738.640625 Penalty: 2704.224609
	Iteration 0F: 3 clusters Score -184738.6 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -185755.281250 Penalty: 2704.224609
	Iteration 1F: 3 clusters Score -185755.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -186086.218750 Penalty: 2704.224609
	Iteration 2F: 3 clusters Score -186086.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -186388.343750 Penalty: 2704.224609
	Iteration 3F: 3 clusters Score -186388.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -186639.953125 Penalty: 2704.224609
	Iteration 4F: 3 clusters Score -186640 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -186840.078125 Penalty: 2704.224609
	Iteration 5F: 3 clusters Score -186840.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -187011.218750 Penalty: 2704.224609
	Iteration 6Q: 3 clusters Score -187011.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -187131.984375 Penalty: 2704.224609
	Iteration 7Q: 3 clusters Score -187132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -187223.687500 Penalty: 2704.224609
	Iteration 8Q: 3 clusters Score -187223.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -187290.500000 Penalty: 2704.224609
	Iteration 9Q: 3 clusters Score -187290.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -187337.046875 Penalty: 2704.224609
	Iteration 10Q: 3 clusters Score -187337 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -187371.562500 Penalty: 2704.224609
	Iteration 11Q: 3 clusters Score -187371.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -187395.531250 Penalty: 2704.224609
	Iteration 12Q: 3 clusters Score -187395.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -187413.000000 Penalty: 2704.224609
	Iteration 13Q: 3 clusters Score -187413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -187429.734375 Penalty: 2704.224609
	Iteration 14Q: 3 clusters Score -187429.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -187446.234375 Penalty: 2704.224609
	Iteration 15Q: 3 clusters Score -187446.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -187458.671875 Penalty: 2704.224609
	Iteration 16Q: 3 clusters Score -187458.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -187467.421875 Penalty: 2704.224609
	Iteration 17Q: 3 clusters Score -187467.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -187484.390625 Penalty: 2704.224609
	Iteration 18Q: 3 clusters Score -187484.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -187495.203125 Penalty: 2704.224609
	Iteration 19Q: 3 clusters Score -187495.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -187501.656250 Penalty: 2704.224609
	Iteration 20F: 3 clusters Score -187501.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -187504.718750 Penalty: 2704.224609
	Iteration 21Q: 3 clusters Score -187504.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -187508.125000 Penalty: 2704.224609
	Iteration 22Q: 3 clusters Score -187508.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -187514.875000 Penalty: 2704.224609
	Iteration 23Q: 3 clusters Score -187514.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -187519.781250 Penalty: 2704.224609
	Iteration 24Q: 3 clusters Score -187519.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -187522.687500 Penalty: 2704.224609
	Iteration 25Q: 3 clusters Score -187522.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -187527.078125 Penalty: 2704.224609
	Iteration 26Q: 3 clusters Score -187527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -187529.062500 Penalty: 2704.224609
	Iteration 27Q: 3 clusters Score -187529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -187531.031250 Penalty: 2704.224609
	Iteration 28Q: 3 clusters Score -187531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -187532.484375 Penalty: 2704.224609
	Iteration 29Q: 3 clusters Score -187532.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -187533.765625 Penalty: 2704.224609
	Iteration 30Q: 3 clusters Score -187533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -187534.640625 Penalty: 2704.224609
	Iteration 31Q: 3 clusters Score -187534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -187534.640625 Penalty: 2704.224609
	Iteration 32F: 3 clusters Score -187534.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -208769.093750 Penalty: 1348.229370
	Iteration 0F: 2 clusters Score -208769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -205437.078125 Penalty: 2696.458740
	Iteration 0F: 3 clusters Score -205437.1 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -206552.062500 Penalty: 2696.458740
	Iteration 1F: 3 clusters Score -206552.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -207025.953125 Penalty: 2696.458740
	Iteration 2F: 3 clusters Score -207026 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -207622.656250 Penalty: 2696.458740
	Iteration 3F: 3 clusters Score -207622.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -208148.328125 Penalty: 2696.458740
	Iteration 4F: 3 clusters Score -208148.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -208501.546875 Penalty: 2696.458740
	Iteration 5F: 3 clusters Score -208501.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -208681.734375 Penalty: 2696.458740
	Iteration 6Q: 3 clusters Score -208681.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -208775.906250 Penalty: 2696.458740
	Iteration 7Q: 3 clusters Score -208775.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -208829.812500 Penalty: 2696.458740
	Iteration 8Q: 3 clusters Score -208829.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -208866.984375 Penalty: 2696.458740
	Iteration 9Q: 3 clusters Score -208867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -208895.453125 Penalty: 2696.458740
	Iteration 10Q: 3 clusters Score -208895.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -208909.500000 Penalty: 2696.458740
	Iteration 11Q: 3 clusters Score -208909.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -208923.718750 Penalty: 2696.458740
	Iteration 12Q: 3 clusters Score -208923.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -208932.250000 Penalty: 2696.458740
	Iteration 13Q: 3 clusters Score -208932.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -208943.078125 Penalty: 2696.458740
	Iteration 14Q: 3 clusters Score -208943.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -208954.390625 Penalty: 2696.458740
	Iteration 15Q: 3 clusters Score -208954.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -208979.453125 Penalty: 2696.458740
	Iteration 16Q: 3 clusters Score -208979.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -209017.625000 Penalty: 2696.458740
	Iteration 17Q: 3 clusters Score -209017.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -209052.203125 Penalty: 2696.458740
	Iteration 18Q: 3 clusters Score -209052.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -209081.031250 Penalty: 2696.458740
	Iteration 19Q: 3 clusters Score -209081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -209105.468750 Penalty: 2696.458740
	Iteration 20F: 3 clusters Score -209105.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -209115.796875 Penalty: 2696.458740
	Iteration 21Q: 3 clusters Score -209115.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -209123.750000 Penalty: 2696.458740
	Iteration 22Q: 3 clusters Score -209123.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -209129.187500 Penalty: 2696.458740
	Iteration 23Q: 3 clusters Score -209129.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209133.921875 Penalty: 2696.458740
	Iteration 24Q: 3 clusters Score -209133.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -209141.078125 Penalty: 2696.458740
	Iteration 25Q: 3 clusters Score -209141.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -209151.718750 Penalty: 2696.458740
	Iteration 26Q: 3 clusters Score -209151.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209161.140625 Penalty: 2696.458740
	Iteration 27Q: 3 clusters Score -209161.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -209164.406250 Penalty: 2696.458740
	Iteration 28Q: 3 clusters Score -209164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -209169.078125 Penalty: 2696.458740
	Iteration 29Q: 3 clusters Score -209169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -209172.468750 Penalty: 2696.458740
	Iteration 30Q: 3 clusters Score -209172.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -209176.921875 Penalty: 2696.458740
	Iteration 31Q: 3 clusters Score -209176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -209178.812500 Penalty: 2696.458740
	Iteration 32Q: 3 clusters Score -209178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209180.234375 Penalty: 2696.458740
	Iteration 33Q: 3 clusters Score -209180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -209184.437500 Penalty: 2696.458740
	Iteration 34Q: 3 clusters Score -209184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -209189.343750 Penalty: 2696.458740
	Iteration 35Q: 3 clusters Score -209189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -209192.609375 Penalty: 2696.458740
	Iteration 36Q: 3 clusters Score -209192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -209193.953125 Penalty: 2696.458740
	Iteration 37Q: 3 clusters Score -209194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209196.421875 Penalty: 2696.458740
	Iteration 38Q: 3 clusters Score -209196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209197.093750 Penalty: 2696.458740
	Iteration 39Q: 3 clusters Score -209197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209197.671875 Penalty: 2696.458740
	Iteration 40F: 3 clusters Score -209197.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 145640 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56942 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107180 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 4160 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 19376 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 9996 members 
Mstep: Class 24 contains 3022 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 810 members 
Entering Unmasked Estep 
Score: -34135688.000000 Penalty: 56374.843750
Splitting cluster 12 changes total score from -34134928.000000 to -34135688.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -86697.281250 Penalty: 1190.657471
	Iteration 0F: 2 clusters Score -86697.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -84886.343750 Penalty: 2381.314941
	Iteration 0F: 3 clusters Score -84886.34 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -85248.703125 Penalty: 2381.314941
	Iteration 1F: 3 clusters Score -85248.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -85347.531250 Penalty: 2381.314941
	Iteration 2F: 3 clusters Score -85347.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -85385.687500 Penalty: 2381.314941
	Iteration 3Q: 3 clusters Score -85385.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -85414.539062 Penalty: 2381.314941
	Iteration 4Q: 3 clusters Score -85414.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -85433.164062 Penalty: 2381.314941
	Iteration 5Q: 3 clusters Score -85433.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -85446.812500 Penalty: 2381.314941
	Iteration 6Q: 3 clusters Score -85446.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -85459.187500 Penalty: 2381.314941
	Iteration 7Q: 3 clusters Score -85459.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -85472.757812 Penalty: 2381.314941
	Iteration 8Q: 3 clusters Score -85472.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -85486.195312 Penalty: 2381.314941
	Iteration 9Q: 3 clusters Score -85486.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -85496.632812 Penalty: 2381.314941
	Iteration 10Q: 3 clusters Score -85496.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -85501.625000 Penalty: 2381.314941
	Iteration 11Q: 3 clusters Score -85501.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -85504.710938 Penalty: 2381.314941
	Iteration 12Q: 3 clusters Score -85504.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -85506.945312 Penalty: 2381.314941
	Iteration 13Q: 3 clusters Score -85506.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -85508.843750 Penalty: 2381.314941
	Iteration 14Q: 3 clusters Score -85508.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85509.492188 Penalty: 2381.314941
	Iteration 15Q: 3 clusters Score -85509.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85511.562500 Penalty: 2381.314941
	Iteration 16Q: 3 clusters Score -85511.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85512.898438 Penalty: 2381.314941
	Iteration 17Q: 3 clusters Score -85512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85513.429688 Penalty: 2381.314941
	Iteration 18Q: 3 clusters Score -85513.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -85514.156250 Penalty: 2381.314941
	Iteration 19Q: 3 clusters Score -85514.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -85516.484375 Penalty: 2381.314941
	Iteration 20F: 3 clusters Score -85516.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -85518.140625 Penalty: 2381.314941
	Iteration 21Q: 3 clusters Score -85518.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -85520.414062 Penalty: 2381.314941
	Iteration 22Q: 3 clusters Score -85520.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -85521.812500 Penalty: 2381.314941
	Iteration 23Q: 3 clusters Score -85521.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -85522.023438 Penalty: 2381.314941
	Iteration 24Q: 3 clusters Score -85522.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -85522.023438 Penalty: 2381.314941
	Iteration 25F: 3 clusters Score -85522.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Entering Unmasked Estep 
Score: -794972.250000 Penalty: 1560.002441
	Iteration 0F: 2 clusters Score -794972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -784747.062500 Penalty: 3120.004883
	Iteration 0F: 3 clusters Score -784747.1 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -788297.875000 Penalty: 3120.004883
	Iteration 1F: 3 clusters Score -788297.9 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -788611.875000 Penalty: 3120.004883
	Iteration 2F: 3 clusters Score -788611.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -788923.562500 Penalty: 3120.004883
	Iteration 3Q: 3 clusters Score -788923.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -789255.375000 Penalty: 3120.004883
	Iteration 4Q: 3 clusters Score -789255.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -789589.875000 Penalty: 3120.004883
	Iteration 5Q: 3 clusters Score -789589.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -790007.000000 Penalty: 3120.004883
	Iteration 6F: 3 clusters Score -790007 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -790426.000000 Penalty: 3120.004883
	Iteration 7Q: 3 clusters Score -790426 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -790850.812500 Penalty: 3120.004883
	Iteration 8Q: 3 clusters Score -790850.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -791259.937500 Penalty: 3120.004883
	Iteration 9Q: 3 clusters Score -791259.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -791677.812500 Penalty: 3120.004883
	Iteration 10Q: 3 clusters Score -791677.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -792026.250000 Penalty: 3120.004883
	Iteration 11Q: 3 clusters Score -792026.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -792312.437500 Penalty: 3120.004883
	Iteration 12Q: 3 clusters Score -792312.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -792538.875000 Penalty: 3120.004883
	Iteration 13Q: 3 clusters Score -792538.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -792702.875000 Penalty: 3120.004883
	Iteration 14Q: 3 clusters Score -792702.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -792847.687500 Penalty: 3120.004883
	Iteration 15Q: 3 clusters Score -792847.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -792973.437500 Penalty: 3120.004883
	Iteration 16Q: 3 clusters Score -792973.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -793102.187500 Penalty: 3120.004883
	Iteration 17Q: 3 clusters Score -793102.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -793244.375000 Penalty: 3120.004883
	Iteration 18Q: 3 clusters Score -793244.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -793389.312500 Penalty: 3120.004883
	Iteration 19Q: 3 clusters Score -793389.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -793531.812500 Penalty: 3120.004883
	Iteration 20F: 3 clusters Score -793531.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -793627.500000 Penalty: 3120.004883
	Iteration 21Q: 3 clusters Score -793627.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -793703.750000 Penalty: 3120.004883
	Iteration 22Q: 3 clusters Score -793703.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -793759.562500 Penalty: 3120.004883
	Iteration 23Q: 3 clusters Score -793759.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -793796.500000 Penalty: 3120.004883
	Iteration 24Q: 3 clusters Score -793796.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -793819.562500 Penalty: 3120.004883
	Iteration 25Q: 3 clusters Score -793819.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -793838.812500 Penalty: 3120.004883
	Iteration 26Q: 3 clusters Score -793838.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -793851.000000 Penalty: 3120.004883
	Iteration 27Q: 3 clusters Score -793851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -793859.062500 Penalty: 3120.004883
	Iteration 28Q: 3 clusters Score -793859.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -793866.937500 Penalty: 3120.004883
	Iteration 29Q: 3 clusters Score -793866.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -793870.062500 Penalty: 3120.004883
	Iteration 30Q: 3 clusters Score -793870.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -793872.625000 Penalty: 3120.004883
	Iteration 31Q: 3 clusters Score -793872.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -793876.937500 Penalty: 3120.004883
	Iteration 32Q: 3 clusters Score -793876.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -793878.937500 Penalty: 3120.004883
	Iteration 33Q: 3 clusters Score -793878.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -793880.375000 Penalty: 3120.004883
	Iteration 34Q: 3 clusters Score -793880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -793881.875000 Penalty: 3120.004883
	Iteration 35Q: 3 clusters Score -793881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -793881.875000 Penalty: 3120.004883
	Iteration 36Q: 3 clusters Score -793881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -793882.187500 Penalty: 3120.004883
	Iteration 37Q: 3 clusters Score -793882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -793882.812500 Penalty: 3120.004883
	Iteration 38Q: 3 clusters Score -793882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -793882.062500 Penalty: 3120.004883
	Iteration 39Q: 3 clusters Score -793882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -793881.187500 Penalty: 3120.004883
	Iteration 40F: 3 clusters Score -793881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -793881.125000 Penalty: 3120.004883
	Iteration 41Q: 3 clusters Score -793881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -793881.562500 Penalty: 3120.004883
	Iteration 42Q: 3 clusters Score -793881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -793880.125000 Penalty: 3120.004883
	Iteration 43Q: 3 clusters Score -793880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -793880.687500 Penalty: 3120.004883
	Iteration 44Q: 3 clusters Score -793880.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -793880.687500 Penalty: 3120.004883
	Iteration 45F: 3 clusters Score -793880.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Entering Unmasked Estep 
Score: -419679.625000 Penalty: 1441.619629
	Iteration 0F: 2 clusters Score -419679.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -414336.656250 Penalty: 2883.239258
	Iteration 0F: 3 clusters Score -414336.7 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -415986.156250 Penalty: 2883.239258
	Iteration 1F: 3 clusters Score -415986.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -416189.906250 Penalty: 2883.239258
	Iteration 2F: 3 clusters Score -416189.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -416355.250000 Penalty: 2883.239258
	Iteration 3Q: 3 clusters Score -416355.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -416522.093750 Penalty: 2883.239258
	Iteration 4Q: 3 clusters Score -416522.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -416660.718750 Penalty: 2883.239258
	Iteration 5Q: 3 clusters Score -416660.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -416777.468750 Penalty: 2883.239258
	Iteration 6Q: 3 clusters Score -416777.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -416930.218750 Penalty: 2883.239258
	Iteration 7Q: 3 clusters Score -416930.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -417090.093750 Penalty: 2883.239258
	Iteration 8Q: 3 clusters Score -417090.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -417262.187500 Penalty: 2883.239258
	Iteration 9Q: 3 clusters Score -417262.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -417445.031250 Penalty: 2883.239258
	Iteration 10Q: 3 clusters Score -417445 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -417642.531250 Penalty: 2883.239258
	Iteration 11Q: 3 clusters Score -417642.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -417828.812500 Penalty: 2883.239258
	Iteration 12Q: 3 clusters Score -417828.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -417977.281250 Penalty: 2883.239258
	Iteration 13Q: 3 clusters Score -417977.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -418085.781250 Penalty: 2883.239258
	Iteration 14Q: 3 clusters Score -418085.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -418169.750000 Penalty: 2883.239258
	Iteration 15Q: 3 clusters Score -418169.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -418228.437500 Penalty: 2883.239258
	Iteration 16Q: 3 clusters Score -418228.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -418271.312500 Penalty: 2883.239258
	Iteration 17Q: 3 clusters Score -418271.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -418303.406250 Penalty: 2883.239258
	Iteration 18Q: 3 clusters Score -418303.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -418322.281250 Penalty: 2883.239258
	Iteration 19Q: 3 clusters Score -418322.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -418339.437500 Penalty: 2883.239258
	Iteration 20F: 3 clusters Score -418339.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -418352.062500 Penalty: 2883.239258
	Iteration 21Q: 3 clusters Score -418352.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -418362.312500 Penalty: 2883.239258
	Iteration 22Q: 3 clusters Score -418362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -418371.468750 Penalty: 2883.239258
	Iteration 23Q: 3 clusters Score -418371.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -418378.968750 Penalty: 2883.239258
	Iteration 24Q: 3 clusters Score -418379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -418387.625000 Penalty: 2883.239258
	Iteration 25Q: 3 clusters Score -418387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -418392.593750 Penalty: 2883.239258
	Iteration 26Q: 3 clusters Score -418392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -418395.750000 Penalty: 2883.239258
	Iteration 27Q: 3 clusters Score -418395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -418397.000000 Penalty: 2883.239258
	Iteration 28Q: 3 clusters Score -418397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -418398.312500 Penalty: 2883.239258
	Iteration 29Q: 3 clusters Score -418398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -418398.687500 Penalty: 2883.239258
	Iteration 30Q: 3 clusters Score -418398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -418399.000000 Penalty: 2883.239258
	Iteration 31Q: 3 clusters Score -418399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -418400.781250 Penalty: 2883.239258
	Iteration 32Q: 3 clusters Score -418400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -418400.781250 Penalty: 2883.239258
	Iteration 33F: 3 clusters Score -418400.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107180 members 
Entering Unmasked Estep 
Score: -6394543.500000 Penalty: 1882.118042
	Iteration 0F: 2 clusters Score -6394544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -6322899.000000 Penalty: 3764.236084
	Iteration 0F: 3 clusters Score -6322899 nChanged 51098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -6353166.000000 Penalty: 3764.236084
	Iteration 1F: 3 clusters Score -6353166 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -6354698.000000 Penalty: 3764.236084
	Iteration 2Q: 3 clusters Score -6354698 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -6356929.500000 Penalty: 3764.236084
	Iteration 3F: 3 clusters Score -6356930 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -6360102.500000 Penalty: 3764.236084
	Iteration 4F: 3 clusters Score -6360102 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -6364026.000000 Penalty: 3764.236084
	Iteration 5F: 3 clusters Score -6364026 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -6368158.000000 Penalty: 3764.236084
	Iteration 6F: 3 clusters Score -6368158 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 77536 members 
Entering Unmasked Estep 
Score: -6371756.500000 Penalty: 3764.236084
	Iteration 7F: 3 clusters Score -6371756 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -6374669.000000 Penalty: 3764.236084
	Iteration 8F: 3 clusters Score -6374669 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -6377203.500000 Penalty: 3764.236084
	Iteration 9Q: 3 clusters Score -6377204 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 90130 members 
Entering Unmasked Estep 
Score: -6379832.000000 Penalty: 3764.236084
	Iteration 10Q: 3 clusters Score -6379832 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -6382740.500000 Penalty: 3764.236084
	Iteration 11Q: 3 clusters Score -6382740 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -6385592.500000 Penalty: 3764.236084
	Iteration 12Q: 3 clusters Score -6385592 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -6388200.000000 Penalty: 3764.236084
	Iteration 13Q: 3 clusters Score -6388200 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 103454 members 
Entering Unmasked Estep 
Score: -6390178.500000 Penalty: 3764.236084
	Iteration 14Q: 3 clusters Score -6390178 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -6391400.000000 Penalty: 3764.236084
	Iteration 15Q: 3 clusters Score -6391400 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -6392135.000000 Penalty: 3764.236084
	Iteration 16Q: 3 clusters Score -6392135 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -6392460.500000 Penalty: 3764.236084
	Iteration 17Q: 3 clusters Score -6392460 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -6392618.500000 Penalty: 3764.236084
	Iteration 18Q: 3 clusters Score -6392618 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -6392726.500000 Penalty: 3764.236084
	Iteration 19Q: 3 clusters Score -6392726 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 106759 members 
Entering Unmasked Estep 
Score: -6392794.000000 Penalty: 3764.236084
	Iteration 20F: 3 clusters Score -6392794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 106796 members 
Entering Unmasked Estep 
Score: -6392848.500000 Penalty: 3764.236084
	Iteration 21Q: 3 clusters Score -6392848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 106812 members 
Entering Unmasked Estep 
Score: -6392868.500000 Penalty: 3764.236084
	Iteration 22Q: 3 clusters Score -6392868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -6392883.000000 Penalty: 3764.236084
	Iteration 23Q: 3 clusters Score -6392883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 106823 members 
Entering Unmasked Estep 
Score: -6392895.500000 Penalty: 3764.236084
	Iteration 24Q: 3 clusters Score -6392896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -6392908.000000 Penalty: 3764.236084
	Iteration 25Q: 3 clusters Score -6392908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -6392920.500000 Penalty: 3764.236084
	Iteration 26Q: 3 clusters Score -6392920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 106851 members 
Entering Unmasked Estep 
Score: -6392922.500000 Penalty: 3764.236084
	Iteration 27Q: 3 clusters Score -6392922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 106856 members 
Entering Unmasked Estep 
Score: -6392933.000000 Penalty: 3764.236084
	Iteration 28Q: 3 clusters Score -6392933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -6392939.500000 Penalty: 3764.236084
	Iteration 29Q: 3 clusters Score -6392940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -6392945.500000 Penalty: 3764.236084
	Iteration 30Q: 3 clusters Score -6392946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -6392946.000000 Penalty: 3764.236084
	Iteration 31Q: 3 clusters Score -6392946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -6392947.000000 Penalty: 3764.236084
	Iteration 32Q: 3 clusters Score -6392947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 106867 members 
Entering Unmasked Estep 
Score: -6392950.000000 Penalty: 3764.236084
	Iteration 33Q: 3 clusters Score -6392950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -6392951.000000 Penalty: 3764.236084
	Iteration 34Q: 3 clusters Score -6392951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 106871 members 
Entering Unmasked Estep 
Score: -6392953.000000 Penalty: 3764.236084
	Iteration 35Q: 3 clusters Score -6392953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -6392950.000000 Penalty: 3764.236084
	Iteration 36Q: 3 clusters Score -6392950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -6392955.000000 Penalty: 3764.236084
	Iteration 37Q: 3 clusters Score -6392955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -6392952.000000 Penalty: 3764.236084
	Iteration 38Q: 3 clusters Score -6392952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 106876 members 
Entering Unmasked Estep 
Score: -6392952.000000 Penalty: 3764.236084
	Iteration 39Q: 3 clusters Score -6392952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 106877 members 
Entering Unmasked Estep 
Score: -6392949.500000 Penalty: 3764.236084
	Iteration 40F: 3 clusters Score -6392950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 106879 members 
Entering Unmasked Estep 
Score: -6392958.500000 Penalty: 3764.236084
	Iteration 41Q: 3 clusters Score -6392958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -6392955.000000 Penalty: 3764.236084
	Iteration 42Q: 3 clusters Score -6392955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 106882 members 
Entering Unmasked Estep 
Score: -6392960.500000 Penalty: 3764.236084
	Iteration 43Q: 3 clusters Score -6392960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -6392967.000000 Penalty: 3764.236084
	Iteration 44Q: 3 clusters Score -6392967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -6392971.000000 Penalty: 3764.236084
	Iteration 45Q: 3 clusters Score -6392971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -6392972.500000 Penalty: 3764.236084
	Iteration 46Q: 3 clusters Score -6392972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -6392972.500000 Penalty: 3764.236084
	Iteration 47F: 3 clusters Score -6392972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Entering Unmasked Estep 
Score: -5232695.500000 Penalty: 1852.190918
	Iteration 0F: 2 clusters Score -5232696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -5173039.000000 Penalty: 3704.381836
	Iteration 0F: 3 clusters Score -5173039 nChanged 42619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -5197569.500000 Penalty: 3704.381836
	Iteration 1F: 3 clusters Score -5197570 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -5198214.000000 Penalty: 3704.381836
	Iteration 2Q: 3 clusters Score -5198214 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -5198939.000000 Penalty: 3704.381836
	Iteration 3Q: 3 clusters Score -5198939 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -5199780.000000 Penalty: 3704.381836
	Iteration 4Q: 3 clusters Score -5199780 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -5200700.000000 Penalty: 3704.381836
	Iteration 5Q: 3 clusters Score -5200700 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -5201752.000000 Penalty: 3704.381836
	Iteration 6Q: 3 clusters Score -5201752 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -5203023.500000 Penalty: 3704.381836
	Iteration 7Q: 3 clusters Score -5203024 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -5204527.500000 Penalty: 3704.381836
	Iteration 8Q: 3 clusters Score -5204528 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -5206132.000000 Penalty: 3704.381836
	Iteration 9Q: 3 clusters Score -5206132 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -5207867.500000 Penalty: 3704.381836
	Iteration 10Q: 3 clusters Score -5207868 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -5209549.500000 Penalty: 3704.381836
	Iteration 11Q: 3 clusters Score -5209550 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -5211372.000000 Penalty: 3704.381836
	Iteration 12Q: 3 clusters Score -5211372 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -5213455.000000 Penalty: 3704.381836
	Iteration 13Q: 3 clusters Score -5213455 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -5216062.000000 Penalty: 3704.381836
	Iteration 14Q: 3 clusters Score -5216062 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -5218837.500000 Penalty: 3704.381836
	Iteration 15Q: 3 clusters Score -5218838 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -5221353.500000 Penalty: 3704.381836
	Iteration 16Q: 3 clusters Score -5221354 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -5223375.000000 Penalty: 3704.381836
	Iteration 17Q: 3 clusters Score -5223375 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -5224881.500000 Penalty: 3704.381836
	Iteration 18Q: 3 clusters Score -5224882 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -5226117.000000 Penalty: 3704.381836
	Iteration 19Q: 3 clusters Score -5226117 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -5227063.000000 Penalty: 3704.381836
	Iteration 20F: 3 clusters Score -5227063 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -5227941.500000 Penalty: 3704.381836
	Iteration 21Q: 3 clusters Score -5227942 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -5228642.500000 Penalty: 3704.381836
	Iteration 22Q: 3 clusters Score -5228642 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -5229229.500000 Penalty: 3704.381836
	Iteration 23Q: 3 clusters Score -5229230 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -5229685.500000 Penalty: 3704.381836
	Iteration 24Q: 3 clusters Score -5229686 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -5230062.500000 Penalty: 3704.381836
	Iteration 25Q: 3 clusters Score -5230062 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -5230294.500000 Penalty: 3704.381836
	Iteration 26Q: 3 clusters Score -5230294 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -5230506.500000 Penalty: 3704.381836
	Iteration 27Q: 3 clusters Score -5230506 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -5230682.500000 Penalty: 3704.381836
	Iteration 28Q: 3 clusters Score -5230682 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -5230812.500000 Penalty: 3704.381836
	Iteration 29Q: 3 clusters Score -5230812 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -5230874.500000 Penalty: 3704.381836
	Iteration 30Q: 3 clusters Score -5230874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -5230951.500000 Penalty: 3704.381836
	Iteration 31Q: 3 clusters Score -5230952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -5230990.000000 Penalty: 3704.381836
	Iteration 32Q: 3 clusters Score -5230990 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -5231051.500000 Penalty: 3704.381836
	Iteration 33Q: 3 clusters Score -5231052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -5231084.500000 Penalty: 3704.381836
	Iteration 34Q: 3 clusters Score -5231084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -5231097.000000 Penalty: 3704.381836
	Iteration 35Q: 3 clusters Score -5231097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -5231108.500000 Penalty: 3704.381836
	Iteration 36Q: 3 clusters Score -5231108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -5231123.000000 Penalty: 3704.381836
	Iteration 37Q: 3 clusters Score -5231123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -5231130.000000 Penalty: 3704.381836
	Iteration 38Q: 3 clusters Score -5231130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -5231145.000000 Penalty: 3704.381836
	Iteration 39Q: 3 clusters Score -5231145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
Score: -5231165.500000 Penalty: 3704.381836
	Iteration 40F: 3 clusters Score -5231166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -5231178.000000 Penalty: 3704.381836
	Iteration 41Q: 3 clusters Score -5231178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -5231182.500000 Penalty: 3704.381836
	Iteration 42Q: 3 clusters Score -5231182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 88485 members 
Entering Unmasked Estep 
Score: -5231203.000000 Penalty: 3704.381836
	Iteration 43Q: 3 clusters Score -5231203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -5231210.000000 Penalty: 3704.381836
	Iteration 44Q: 3 clusters Score -5231210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 88500 members 
Entering Unmasked Estep 
Score: -5231213.500000 Penalty: 3704.381836
	Iteration 45Q: 3 clusters Score -5231214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -5231214.000000 Penalty: 3704.381836
	Iteration 46Q: 3 clusters Score -5231214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -5231212.500000 Penalty: 3704.381836
	Iteration 47Q: 3 clusters Score -5231212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 88506 members 
Entering Unmasked Estep 
Score: -5231211.000000 Penalty: 3704.381836
	Iteration 48Q: 3 clusters Score -5231211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -5231212.500000 Penalty: 3704.381836
	Iteration 49Q: 3 clusters Score -5231212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -5231212.500000 Penalty: 3704.381836
	Iteration 50F: 3 clusters Score -5231212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -208700.687500 Penalty: 1354.156372
	Iteration 0F: 2 clusters Score -208700.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -205271.375000 Penalty: 2708.312744
	Iteration 0F: 3 clusters Score -205271.4 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -206950.546875 Penalty: 2708.312744
	Iteration 1F: 3 clusters Score -206950.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -208105.484375 Penalty: 2708.312744
	Iteration 2F: 3 clusters Score -208105.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -208718.640625 Penalty: 2708.312744
	Iteration 3F: 3 clusters Score -208718.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -208972.296875 Penalty: 2708.312744
	Iteration 4F: 3 clusters Score -208972.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -209059.250000 Penalty: 2708.312744
	Iteration 5Q: 3 clusters Score -209059.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -209097.796875 Penalty: 2708.312744
	Iteration 6Q: 3 clusters Score -209097.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -209116.359375 Penalty: 2708.312744
	Iteration 7Q: 3 clusters Score -209116.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -209128.234375 Penalty: 2708.312744
	Iteration 8Q: 3 clusters Score -209128.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -209136.921875 Penalty: 2708.312744
	Iteration 9Q: 3 clusters Score -209136.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -209144.718750 Penalty: 2708.312744
	Iteration 10Q: 3 clusters Score -209144.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -209148.546875 Penalty: 2708.312744
	Iteration 11Q: 3 clusters Score -209148.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -209150.828125 Penalty: 2708.312744
	Iteration 12Q: 3 clusters Score -209150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -209152.218750 Penalty: 2708.312744
	Iteration 13Q: 3 clusters Score -209152.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -209153.812500 Penalty: 2708.312744
	Iteration 14Q: 3 clusters Score -209153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -209154.718750 Penalty: 2708.312744
	Iteration 15Q: 3 clusters Score -209154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -209155.281250 Penalty: 2708.312744
	Iteration 16Q: 3 clusters Score -209155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -209155.281250 Penalty: 2708.312744
	Iteration 17Q: 3 clusters Score -209155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -209156.078125 Penalty: 2708.312744
	Iteration 18Q: 3 clusters Score -209156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -209156.078125 Penalty: 2708.312744
	Iteration 19F: 3 clusters Score -209156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 145640 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56942 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107180 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 19376 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 9996 members 
Mstep: Class 24 contains 3022 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 2035 members 
Entering Unmasked Estep 
Score: -34135388.000000 Penalty: 58543.109375
Splitting cluster 18 changes total score from -34134928.000000 to -34135388.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (16420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Entering Unmasked Estep 
Score: -944151.812500 Penalty: 1577.266479
	Iteration 0F: 2 clusters Score -944151.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -932748.937500 Penalty: 3154.532959
	Iteration 0F: 3 clusters Score -932748.9 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -936782.187500 Penalty: 3154.532959
	Iteration 1F: 3 clusters Score -936782.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -937166.125000 Penalty: 3154.532959
	Iteration 2F: 3 clusters Score -937166.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -937531.000000 Penalty: 3154.532959
	Iteration 3F: 3 clusters Score -937531 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -937908.437500 Penalty: 3154.532959
	Iteration 4Q: 3 clusters Score -937908.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -938327.937500 Penalty: 3154.532959
	Iteration 5Q: 3 clusters Score -938327.9 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -938760.500000 Penalty: 3154.532959
	Iteration 6Q: 3 clusters Score -938760.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -939199.562500 Penalty: 3154.532959
	Iteration 7Q: 3 clusters Score -939199.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -939686.687500 Penalty: 3154.532959
	Iteration 8Q: 3 clusters Score -939686.7 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -940236.250000 Penalty: 3154.532959
	Iteration 9Q: 3 clusters Score -940236.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -940785.437500 Penalty: 3154.532959
	Iteration 10Q: 3 clusters Score -940785.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -941270.812500 Penalty: 3154.532959
	Iteration 11Q: 3 clusters Score -941270.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -941735.187500 Penalty: 3154.532959
	Iteration 12Q: 3 clusters Score -941735.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -942023.500000 Penalty: 3154.532959
	Iteration 13Q: 3 clusters Score -942023.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -942258.812500 Penalty: 3154.532959
	Iteration 14Q: 3 clusters Score -942258.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -942435.312500 Penalty: 3154.532959
	Iteration 15Q: 3 clusters Score -942435.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -942564.687500 Penalty: 3154.532959
	Iteration 16Q: 3 clusters Score -942564.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -942643.312500 Penalty: 3154.532959
	Iteration 17Q: 3 clusters Score -942643.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -942693.437500 Penalty: 3154.532959
	Iteration 18Q: 3 clusters Score -942693.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -942733.500000 Penalty: 3154.532959
	Iteration 19Q: 3 clusters Score -942733.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -942764.937500 Penalty: 3154.532959
	Iteration 20F: 3 clusters Score -942764.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -942785.375000 Penalty: 3154.532959
	Iteration 21Q: 3 clusters Score -942785.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -942797.437500 Penalty: 3154.532959
	Iteration 22Q: 3 clusters Score -942797.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -942808.687500 Penalty: 3154.532959
	Iteration 23Q: 3 clusters Score -942808.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -942818.875000 Penalty: 3154.532959
	Iteration 24Q: 3 clusters Score -942818.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -942825.750000 Penalty: 3154.532959
	Iteration 25Q: 3 clusters Score -942825.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -942830.937500 Penalty: 3154.532959
	Iteration 26Q: 3 clusters Score -942830.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -942840.312500 Penalty: 3154.532959
	Iteration 27Q: 3 clusters Score -942840.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -942846.562500 Penalty: 3154.532959
	Iteration 28Q: 3 clusters Score -942846.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -942854.000000 Penalty: 3154.532959
	Iteration 29Q: 3 clusters Score -942854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -942855.187500 Penalty: 3154.532959
	Iteration 30Q: 3 clusters Score -942855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -942860.375000 Penalty: 3154.532959
	Iteration 31Q: 3 clusters Score -942860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -942860.500000 Penalty: 3154.532959
	Iteration 32Q: 3 clusters Score -942860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -942861.937500 Penalty: 3154.532959
	Iteration 33Q: 3 clusters Score -942861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -942863.187500 Penalty: 3154.532959
	Iteration 34Q: 3 clusters Score -942863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -942864.000000 Penalty: 3154.532959
	Iteration 35Q: 3 clusters Score -942864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -942866.187500 Penalty: 3154.532959
	Iteration 36Q: 3 clusters Score -942866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -942868.500000 Penalty: 3154.532959
	Iteration 37Q: 3 clusters Score -942868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -942869.500000 Penalty: 3154.532959
	Iteration 38Q: 3 clusters Score -942869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -942869.250000 Penalty: 3154.532959
	Iteration 39Q: 3 clusters Score -942869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -942870.500000 Penalty: 3154.532959
	Iteration 40F: 3 clusters Score -942870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -942869.375000 Penalty: 3154.532959
	Iteration 41Q: 3 clusters Score -942869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -942870.687500 Penalty: 3154.532959
	Iteration 42Q: 3 clusters Score -942870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -942870.625000 Penalty: 3154.532959
	Iteration 43Q: 3 clusters Score -942870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -942870.625000 Penalty: 3154.532959
	Iteration 44F: 3 clusters Score -942870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Entering Unmasked Estep 
Score: -569314.437500 Penalty: 1498.393677
	Iteration 0F: 2 clusters Score -569314.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -562090.937500 Penalty: 2996.787354
	Iteration 0F: 3 clusters Score -562090.9 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -564531.625000 Penalty: 2996.787354
	Iteration 1F: 3 clusters Score -564531.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -564995.687500 Penalty: 2996.787354
	Iteration 2F: 3 clusters Score -564995.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -565447.500000 Penalty: 2996.787354
	Iteration 3F: 3 clusters Score -565447.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -565914.687500 Penalty: 2996.787354
	Iteration 4F: 3 clusters Score -565914.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -566252.187500 Penalty: 2996.787354
	Iteration 5F: 3 clusters Score -566252.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -566519.625000 Penalty: 2996.787354
	Iteration 6F: 3 clusters Score -566519.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -566743.312500 Penalty: 2996.787354
	Iteration 7Q: 3 clusters Score -566743.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -566942.875000 Penalty: 2996.787354
	Iteration 8Q: 3 clusters Score -566942.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -567120.687500 Penalty: 2996.787354
	Iteration 9Q: 3 clusters Score -567120.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -567279.562500 Penalty: 2996.787354
	Iteration 10Q: 3 clusters Score -567279.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -567426.562500 Penalty: 2996.787354
	Iteration 11Q: 3 clusters Score -567426.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -567558.562500 Penalty: 2996.787354
	Iteration 12Q: 3 clusters Score -567558.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -567662.125000 Penalty: 2996.787354
	Iteration 13Q: 3 clusters Score -567662.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -567761.687500 Penalty: 2996.787354
	Iteration 14Q: 3 clusters Score -567761.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -567859.312500 Penalty: 2996.787354
	Iteration 15Q: 3 clusters Score -567859.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -567938.187500 Penalty: 2996.787354
	Iteration 16Q: 3 clusters Score -567938.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -568006.562500 Penalty: 2996.787354
	Iteration 17Q: 3 clusters Score -568006.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -568083.312500 Penalty: 2996.787354
	Iteration 18Q: 3 clusters Score -568083.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -568155.562500 Penalty: 2996.787354
	Iteration 19Q: 3 clusters Score -568155.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -568205.875000 Penalty: 2996.787354
	Iteration 20F: 3 clusters Score -568205.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -568240.187500 Penalty: 2996.787354
	Iteration 21Q: 3 clusters Score -568240.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -568262.562500 Penalty: 2996.787354
	Iteration 22Q: 3 clusters Score -568262.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -568284.562500 Penalty: 2996.787354
	Iteration 23Q: 3 clusters Score -568284.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -568300.000000 Penalty: 2996.787354
	Iteration 24Q: 3 clusters Score -568300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -568311.750000 Penalty: 2996.787354
	Iteration 25Q: 3 clusters Score -568311.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -568317.562500 Penalty: 2996.787354
	Iteration 26Q: 3 clusters Score -568317.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -568326.687500 Penalty: 2996.787354
	Iteration 27Q: 3 clusters Score -568326.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -568335.937500 Penalty: 2996.787354
	Iteration 28Q: 3 clusters Score -568335.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -568343.687500 Penalty: 2996.787354
	Iteration 29Q: 3 clusters Score -568343.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -568352.250000 Penalty: 2996.787354
	Iteration 30Q: 3 clusters Score -568352.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -568361.750000 Penalty: 2996.787354
	Iteration 31Q: 3 clusters Score -568361.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -568367.000000 Penalty: 2996.787354
	Iteration 32Q: 3 clusters Score -568367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -568372.375000 Penalty: 2996.787354
	Iteration 33Q: 3 clusters Score -568372.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -568375.125000 Penalty: 2996.787354
	Iteration 34Q: 3 clusters Score -568375.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -568380.125000 Penalty: 2996.787354
	Iteration 35Q: 3 clusters Score -568380.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -568384.312500 Penalty: 2996.787354
	Iteration 36Q: 3 clusters Score -568384.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -568386.312500 Penalty: 2996.787354
	Iteration 37Q: 3 clusters Score -568386.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -568386.312500 Penalty: 2996.787354
	Iteration 38Q: 3 clusters Score -568386.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -568390.750000 Penalty: 2996.787354
	Iteration 39Q: 3 clusters Score -568390.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -568393.437500 Penalty: 2996.787354
	Iteration 40F: 3 clusters Score -568393.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -568395.125000 Penalty: 2996.787354
	Iteration 41Q: 3 clusters Score -568395.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -568396.812500 Penalty: 2996.787354
	Iteration 42Q: 3 clusters Score -568396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -568399.875000 Penalty: 2996.787354
	Iteration 43Q: 3 clusters Score -568399.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -568400.562500 Penalty: 2996.787354
	Iteration 44Q: 3 clusters Score -568400.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -568401.937500 Penalty: 2996.787354
	Iteration 45Q: 3 clusters Score -568401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -568402.375000 Penalty: 2996.787354
	Iteration 46Q: 3 clusters Score -568402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -568402.437500 Penalty: 2996.787354
	Iteration 47Q: 3 clusters Score -568402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -568402.187500 Penalty: 2996.787354
	Iteration 48Q: 3 clusters Score -568402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -568401.937500 Penalty: 2996.787354
	Iteration 49Q: 3 clusters Score -568401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -568401.500000 Penalty: 2996.787354
	Iteration 50Q: 3 clusters Score -568401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -568401.000000 Penalty: 2996.787354
	Iteration 51Q: 3 clusters Score -568401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -568401.000000 Penalty: 2996.787354
	Iteration 52F: 3 clusters Score -568401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Entering Unmasked Estep 
Score: -1078514.125000 Penalty: 1604.166016
	Iteration 0F: 2 clusters Score -1078514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1065250.500000 Penalty: 3208.332031
	Iteration 0F: 3 clusters Score -1065250 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1070184.875000 Penalty: 3208.332031
	Iteration 1F: 3 clusters Score -1070185 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1070830.750000 Penalty: 3208.332031
	Iteration 2F: 3 clusters Score -1070831 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1071649.375000 Penalty: 3208.332031
	Iteration 3F: 3 clusters Score -1071649 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1072778.125000 Penalty: 3208.332031
	Iteration 4F: 3 clusters Score -1072778 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1074110.750000 Penalty: 3208.332031
	Iteration 5F: 3 clusters Score -1074111 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1075433.875000 Penalty: 3208.332031
	Iteration 6F: 3 clusters Score -1075434 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1076499.625000 Penalty: 3208.332031
	Iteration 7F: 3 clusters Score -1076500 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1077193.125000 Penalty: 3208.332031
	Iteration 8F: 3 clusters Score -1077193 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1077648.000000 Penalty: 3208.332031
	Iteration 9Q: 3 clusters Score -1077648 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1077945.875000 Penalty: 3208.332031
	Iteration 10Q: 3 clusters Score -1077946 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1078161.500000 Penalty: 3208.332031
	Iteration 11Q: 3 clusters Score -1078162 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1078309.000000 Penalty: 3208.332031
	Iteration 12Q: 3 clusters Score -1078309 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1078443.625000 Penalty: 3208.332031
	Iteration 13Q: 3 clusters Score -1078444 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1078552.750000 Penalty: 3208.332031
	Iteration 14Q: 3 clusters Score -1078553 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1078652.875000 Penalty: 3208.332031
	Iteration 15Q: 3 clusters Score -1078653 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1078734.625000 Penalty: 3208.332031
	Iteration 16Q: 3 clusters Score -1078735 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1078808.500000 Penalty: 3208.332031
	Iteration 17Q: 3 clusters Score -1078808 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1078878.000000 Penalty: 3208.332031
	Iteration 18Q: 3 clusters Score -1078878 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1078928.000000 Penalty: 3208.332031
	Iteration 19Q: 3 clusters Score -1078928 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1078966.750000 Penalty: 3208.332031
	Iteration 20F: 3 clusters Score -1078967 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1079003.000000 Penalty: 3208.332031
	Iteration 21Q: 3 clusters Score -1079003 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1079035.000000 Penalty: 3208.332031
	Iteration 22Q: 3 clusters Score -1079035 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1079056.500000 Penalty: 3208.332031
	Iteration 23Q: 3 clusters Score -1079056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1079070.250000 Penalty: 3208.332031
	Iteration 24Q: 3 clusters Score -1079070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1079083.000000 Penalty: 3208.332031
	Iteration 25Q: 3 clusters Score -1079083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1079092.125000 Penalty: 3208.332031
	Iteration 26Q: 3 clusters Score -1079092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1079104.750000 Penalty: 3208.332031
	Iteration 27Q: 3 clusters Score -1079105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1079109.750000 Penalty: 3208.332031
	Iteration 28Q: 3 clusters Score -1079110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1079118.750000 Penalty: 3208.332031
	Iteration 29Q: 3 clusters Score -1079119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1079127.375000 Penalty: 3208.332031
	Iteration 30Q: 3 clusters Score -1079127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1079131.625000 Penalty: 3208.332031
	Iteration 31Q: 3 clusters Score -1079132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1079136.875000 Penalty: 3208.332031
	Iteration 32Q: 3 clusters Score -1079137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1079138.125000 Penalty: 3208.332031
	Iteration 33Q: 3 clusters Score -1079138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1079141.750000 Penalty: 3208.332031
	Iteration 34Q: 3 clusters Score -1079142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1079145.625000 Penalty: 3208.332031
	Iteration 35Q: 3 clusters Score -1079146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1079149.250000 Penalty: 3208.332031
	Iteration 36Q: 3 clusters Score -1079149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1079156.250000 Penalty: 3208.332031
	Iteration 37Q: 3 clusters Score -1079156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1079159.500000 Penalty: 3208.332031
	Iteration 38Q: 3 clusters Score -1079160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1079162.250000 Penalty: 3208.332031
	Iteration 39Q: 3 clusters Score -1079162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1079165.875000 Penalty: 3208.332031
	Iteration 40F: 3 clusters Score -1079166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1079173.000000 Penalty: 3208.332031
	Iteration 41Q: 3 clusters Score -1079173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1079173.375000 Penalty: 3208.332031
	Iteration 42Q: 3 clusters Score -1079173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1079176.375000 Penalty: 3208.332031
	Iteration 43Q: 3 clusters Score -1079176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1079179.875000 Penalty: 3208.332031
	Iteration 44Q: 3 clusters Score -1079180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1079191.000000 Penalty: 3208.332031
	Iteration 45Q: 3 clusters Score -1079191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1079193.875000 Penalty: 3208.332031
	Iteration 46Q: 3 clusters Score -1079194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1079202.500000 Penalty: 3208.332031
	Iteration 47Q: 3 clusters Score -1079202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1079210.750000 Penalty: 3208.332031
	Iteration 48Q: 3 clusters Score -1079211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1079219.375000 Penalty: 3208.332031
	Iteration 49Q: 3 clusters Score -1079219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1079227.125000 Penalty: 3208.332031
	Iteration 50Q: 3 clusters Score -1079227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1079236.750000 Penalty: 3208.332031
	Iteration 51Q: 3 clusters Score -1079237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1079243.500000 Penalty: 3208.332031
	Iteration 52Q: 3 clusters Score -1079244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1079244.250000 Penalty: 3208.332031
	Iteration 53Q: 3 clusters Score -1079244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1079249.625000 Penalty: 3208.332031
	Iteration 54Q: 3 clusters Score -1079250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1079256.125000 Penalty: 3208.332031
	Iteration 55Q: 3 clusters Score -1079256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1079255.500000 Penalty: 3208.332031
	Iteration 56Q: 3 clusters Score -1079256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1079258.125000 Penalty: 3208.332031
	Iteration 57Q: 3 clusters Score -1079258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1079260.750000 Penalty: 3208.332031
	Iteration 58Q: 3 clusters Score -1079261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1079262.625000 Penalty: 3208.332031
	Iteration 59Q: 3 clusters Score -1079263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1079265.750000 Penalty: 3208.332031
	Iteration 60F: 3 clusters Score -1079266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1079267.250000 Penalty: 3208.332031
	Iteration 61Q: 3 clusters Score -1079267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1079267.750000 Penalty: 3208.332031
	Iteration 62Q: 3 clusters Score -1079268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1079269.500000 Penalty: 3208.332031
	Iteration 63Q: 3 clusters Score -1079270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1079271.625000 Penalty: 3208.332031
	Iteration 64Q: 3 clusters Score -1079272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1079270.750000 Penalty: 3208.332031
	Iteration 65Q: 3 clusters Score -1079271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1079270.875000 Penalty: 3208.332031
	Iteration 66Q: 3 clusters Score -1079271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1079272.625000 Penalty: 3208.332031
	Iteration 67Q: 3 clusters Score -1079273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1079273.625000 Penalty: 3208.332031
	Iteration 68Q: 3 clusters Score -1079274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1079275.875000 Penalty: 3208.332031
	Iteration 69Q: 3 clusters Score -1079276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1079273.500000 Penalty: 3208.332031
	Iteration 70Q: 3 clusters Score -1079274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1079271.375000 Penalty: 3208.332031
	Iteration 71Q: 3 clusters Score -1079271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1079271.250000 Penalty: 3208.332031
	Iteration 72Q: 3 clusters Score -1079271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1079273.125000 Penalty: 3208.332031
	Iteration 73Q: 3 clusters Score -1079273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1079271.000000 Penalty: 3208.332031
	Iteration 74Q: 3 clusters Score -1079271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1079271.875000 Penalty: 3208.332031
	Iteration 75Q: 3 clusters Score -1079272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1079273.000000 Penalty: 3208.332031
	Iteration 76Q: 3 clusters Score -1079273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1079273.000000 Penalty: 3208.332031
	Iteration 77F: 3 clusters Score -1079273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 145640 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56942 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107180 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 10161 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 9996 members 
Mstep: Class 24 contains 3022 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 2035 members 
Mstep: Class 28 contains 9215 members 
Entering Unmasked Estep 
Score: -34135568.000000 Penalty: 60711.371094
Splitting cluster 21 changes total score from -34134928.000000 to -34135568.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -201597.343750 Penalty: 1340.598511
	Iteration 0F: 2 clusters Score -201597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -198383.640625 Penalty: 2681.197021
	Iteration 0F: 3 clusters Score -198383.6 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -199539.609375 Penalty: 2681.197021
	Iteration 1F: 3 clusters Score -199539.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -199953.453125 Penalty: 2681.197021
	Iteration 2F: 3 clusters Score -199953.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -200391.312500 Penalty: 2681.197021
	Iteration 3F: 3 clusters Score -200391.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -200934.781250 Penalty: 2681.197021
	Iteration 4F: 3 clusters Score -200934.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -201576.015625 Penalty: 2681.197021
	Iteration 5F: 3 clusters Score -201576 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -202010.468750 Penalty: 2681.197021
	Iteration 6F: 3 clusters Score -202010.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -202204.515625 Penalty: 2681.197021
	Iteration 7Q: 3 clusters Score -202204.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -202299.078125 Penalty: 2681.197021
	Iteration 8Q: 3 clusters Score -202299.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -202372.406250 Penalty: 2681.197021
	Iteration 9Q: 3 clusters Score -202372.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -202437.875000 Penalty: 2681.197021
	Iteration 10Q: 3 clusters Score -202437.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -202490.859375 Penalty: 2681.197021
	Iteration 11Q: 3 clusters Score -202490.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -202536.359375 Penalty: 2681.197021
	Iteration 12Q: 3 clusters Score -202536.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -202566.562500 Penalty: 2681.197021
	Iteration 13Q: 3 clusters Score -202566.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -202573.375000 Penalty: 2681.197021
	Iteration 14Q: 3 clusters Score -202573.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -202577.828125 Penalty: 2681.197021
	Iteration 15Q: 3 clusters Score -202577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -202579.796875 Penalty: 2681.197021
	Iteration 16Q: 3 clusters Score -202579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -202579.937500 Penalty: 2681.197021
	Iteration 17Q: 3 clusters Score -202579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -202580.718750 Penalty: 2681.197021
	Iteration 18Q: 3 clusters Score -202580.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -202580.500000 Penalty: 2681.197021
	Iteration 19Q: 3 clusters Score -202580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -202581.046875 Penalty: 2681.197021
	Iteration 20F: 3 clusters Score -202581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -202580.906250 Penalty: 2681.197021
	Iteration 21Q: 3 clusters Score -202580.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -202580.906250 Penalty: 2681.197021
	Iteration 22F: 3 clusters Score -202580.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 145640 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56942 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107180 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 10161 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 9996 members 
Mstep: Class 24 contains 3022 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 2035 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 1191 members 
Entering Unmasked Estep 
Score: -34135716.000000 Penalty: 62879.636719
Splitting cluster 22 changes total score from -34134928.000000 to -34135716.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (9996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Entering Unmasked Estep 
Score: -546878.500000 Penalty: 1496.615234
	Iteration 0F: 2 clusters Score -546878.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -539714.312500 Penalty: 2993.230469
	Iteration 0F: 3 clusters Score -539714.3 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -542342.375000 Penalty: 2993.230469
	Iteration 1F: 3 clusters Score -542342.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -542998.625000 Penalty: 2993.230469
	Iteration 2F: 3 clusters Score -542998.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -543741.437500 Penalty: 2993.230469
	Iteration 3F: 3 clusters Score -543741.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -544445.437500 Penalty: 2993.230469
	Iteration 4F: 3 clusters Score -544445.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -545051.375000 Penalty: 2993.230469
	Iteration 5F: 3 clusters Score -545051.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -545518.875000 Penalty: 2993.230469
	Iteration 6F: 3 clusters Score -545518.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -545839.000000 Penalty: 2993.230469
	Iteration 7Q: 3 clusters Score -545839 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -546059.875000 Penalty: 2993.230469
	Iteration 8Q: 3 clusters Score -546059.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -546228.312500 Penalty: 2993.230469
	Iteration 9Q: 3 clusters Score -546228.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -546449.937500 Penalty: 2993.230469
	Iteration 10Q: 3 clusters Score -546449.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -546728.687500 Penalty: 2993.230469
	Iteration 11Q: 3 clusters Score -546728.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -547001.500000 Penalty: 2993.230469
	Iteration 12Q: 3 clusters Score -547001.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -547186.437500 Penalty: 2993.230469
	Iteration 13Q: 3 clusters Score -547186.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -547291.812500 Penalty: 2993.230469
	Iteration 14Q: 3 clusters Score -547291.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -547359.937500 Penalty: 2993.230469
	Iteration 15Q: 3 clusters Score -547359.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -547397.062500 Penalty: 2993.230469
	Iteration 16Q: 3 clusters Score -547397.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -547429.625000 Penalty: 2993.230469
	Iteration 17Q: 3 clusters Score -547429.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -547457.000000 Penalty: 2993.230469
	Iteration 18Q: 3 clusters Score -547457 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -547482.125000 Penalty: 2993.230469
	Iteration 19Q: 3 clusters Score -547482.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -547506.687500 Penalty: 2993.230469
	Iteration 20F: 3 clusters Score -547506.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -547529.187500 Penalty: 2993.230469
	Iteration 21Q: 3 clusters Score -547529.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -547557.812500 Penalty: 2993.230469
	Iteration 22Q: 3 clusters Score -547557.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -547597.375000 Penalty: 2993.230469
	Iteration 23Q: 3 clusters Score -547597.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -547628.750000 Penalty: 2993.230469
	Iteration 24Q: 3 clusters Score -547628.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -547675.000000 Penalty: 2993.230469
	Iteration 25Q: 3 clusters Score -547675 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -547745.000000 Penalty: 2993.230469
	Iteration 26Q: 3 clusters Score -547745 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -547812.437500 Penalty: 2993.230469
	Iteration 27Q: 3 clusters Score -547812.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -547842.750000 Penalty: 2993.230469
	Iteration 28Q: 3 clusters Score -547842.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -547852.187500 Penalty: 2993.230469
	Iteration 29Q: 3 clusters Score -547852.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -547854.187500 Penalty: 2993.230469
	Iteration 30Q: 3 clusters Score -547854.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -547855.750000 Penalty: 2993.230469
	Iteration 31Q: 3 clusters Score -547855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -547857.312500 Penalty: 2993.230469
	Iteration 32Q: 3 clusters Score -547857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -547857.375000 Penalty: 2993.230469
	Iteration 33Q: 3 clusters Score -547857.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -547858.187500 Penalty: 2993.230469
	Iteration 34Q: 3 clusters Score -547858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -547858.625000 Penalty: 2993.230469
	Iteration 35Q: 3 clusters Score -547858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -547857.750000 Penalty: 2993.230469
	Iteration 36Q: 3 clusters Score -547857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -547857.875000 Penalty: 2993.230469
	Iteration 37Q: 3 clusters Score -547857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -547857.875000 Penalty: 2993.230469
	Iteration 38F: 3 clusters Score -547857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 145640 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56942 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107180 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 10161 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 3022 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 2035 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 1191 members 
Mstep: Class 30 contains 5391 members 
Entering Unmasked Estep 
Score: -34136080.000000 Penalty: 65047.898438
Splitting cluster 23 changes total score from -34134928.000000 to -34136080.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -126084.750000 Penalty: 1302.222046
	Iteration 0F: 2 clusters Score -126084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -123382.421875 Penalty: 2604.444092
	Iteration 0F: 3 clusters Score -123382.4 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -124560.000000 Penalty: 2604.444092
	Iteration 1F: 3 clusters Score -124560 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -125254.789062 Penalty: 2604.444092
	Iteration 2F: 3 clusters Score -125254.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -125843.492188 Penalty: 2604.444092
	Iteration 3F: 3 clusters Score -125843.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -126320.414062 Penalty: 2604.444092
	Iteration 4F: 3 clusters Score -126320.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -126573.937500 Penalty: 2604.444092
	Iteration 5Q: 3 clusters Score -126573.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -126671.656250 Penalty: 2604.444092
	Iteration 6Q: 3 clusters Score -126671.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -126723.546875 Penalty: 2604.444092
	Iteration 7Q: 3 clusters Score -126723.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -126754.898438 Penalty: 2604.444092
	Iteration 8Q: 3 clusters Score -126754.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -126774.304688 Penalty: 2604.444092
	Iteration 9Q: 3 clusters Score -126774.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -126783.531250 Penalty: 2604.444092
	Iteration 10Q: 3 clusters Score -126783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -126784.445312 Penalty: 2604.444092
	Iteration 11Q: 3 clusters Score -126784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -126784.742188 Penalty: 2604.444092
	Iteration 12Q: 3 clusters Score -126784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -126784.742188 Penalty: 2604.444092
	Iteration 13F: 3 clusters Score -126784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 145640 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56942 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107180 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 10161 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 1471 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 2035 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 1191 members 
Mstep: Class 30 contains 5391 members 
Mstep: Class 31 contains 1551 members 
Entering Unmasked Estep 
Score: -34135920.000000 Penalty: 67216.164062
Splitting cluster 24 changes total score from -34134928.000000 to -34135920.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 145640 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 56942 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 107180 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 10161 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139040.000000 Penalty: 67216.164062
Iteration 79Q: 32 clusters Score -3.413904e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 34382 members 
Mstep: Class 3 contains 145614 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 5 contains 57068 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 12748 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 4076 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 1535 members 
Mstep: Class 14 contains 14860 members 
Mstep: Class 15 contains 7098 members 
Mstep: Class 16 contains 107173 members 
Mstep: Class 17 contains 89158 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 16733 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 10171 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 3667 members 
Mstep: Class 26 contains 794 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 8753 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 4935 members 
Mstep: Class 31 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141904.000000 Penalty: 67216.164062
Iteration 80F: 32 clusters Score -3.41419e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 34420 members 
Mstep: Class 3 contains 145584 members 
Mstep: Class 4 contains 4368 members 
Mstep: Class 5 contains 56982 members 
Mstep: Class 6 contains 12489 members 
Mstep: Class 7 contains 9916 members 
Mstep: Class 8 contains 12624 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 3089 members 
Mstep: Class 13 contains 1514 members 
Mstep: Class 14 contains 14797 members 
Mstep: Class 15 contains 7095 members 
Mstep: Class 16 contains 107165 members 
Mstep: Class 17 contains 89140 members 
Mstep: Class 18 contains 2269 members 
Mstep: Class 19 contains 16885 members 
Mstep: Class 20 contains 10132 members 
Mstep: Class 21 contains 10109 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 4601 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 3731 members 
Mstep: Class 26 contains 811 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 4936 members 
Mstep: Class 31 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143004.000000 Penalty: 67216.164062
Iteration 81Q: 32 clusters Score -3.4143e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 34478 members 
Mstep: Class 3 contains 145514 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 56984 members 
Mstep: Class 6 contains 12470 members 
Mstep: Class 7 contains 9795 members 
Mstep: Class 8 contains 12532 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 4894 members 
Mstep: Class 11 contains 3922 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 7077 members 
Mstep: Class 16 contains 107133 members 
Mstep: Class 17 contains 89104 members 
Mstep: Class 18 contains 2264 members 
Mstep: Class 19 contains 17004 members 
Mstep: Class 20 contains 10074 members 
Mstep: Class 21 contains 10146 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 4600 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 839 members 
Mstep: Class 27 contains 2177 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 1121 members 
Mstep: Class 30 contains 4912 members 
Mstep: Class 31 contains 1931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143808.000000 Penalty: 67216.164062
Iteration 82Q: 32 clusters Score -3.414381e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 34493 members 
Mstep: Class 3 contains 145422 members 
Mstep: Class 4 contains 4347 members 
Mstep: Class 5 contains 57017 members 
Mstep: Class 6 contains 12460 members 
Mstep: Class 7 contains 9717 members 
Mstep: Class 8 contains 12435 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 4894 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 107095 members 
Mstep: Class 17 contains 89070 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 17129 members 
Mstep: Class 20 contains 10036 members 
Mstep: Class 21 contains 10217 members 
Mstep: Class 22 contains 2741 members 
Mstep: Class 23 contains 4596 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2264 members 
Mstep: Class 28 contains 9074 members 
Mstep: Class 29 contains 1115 members 
Mstep: Class 30 contains 4888 members 
Mstep: Class 31 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144072.000000 Penalty: 67216.164062
Iteration 83Q: 32 clusters Score -3.414407e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 34504 members 
Mstep: Class 3 contains 145340 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 5 contains 57019 members 
Mstep: Class 6 contains 12478 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 12354 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 3028 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 14594 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 16 contains 107057 members 
Mstep: Class 17 contains 89034 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 17228 members 
Mstep: Class 20 contains 9991 members 
Mstep: Class 21 contains 10280 members 
Mstep: Class 22 contains 2747 members 
Mstep: Class 23 contains 4597 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 3843 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 2315 members 
Mstep: Class 28 contains 9114 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 4868 members 
Mstep: Class 31 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144324.000000 Penalty: 67216.164062
Iteration 84Q: 32 clusters Score -3.414432e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 34511 members 
Mstep: Class 3 contains 145245 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 57044 members 
Mstep: Class 6 contains 12501 members 
Mstep: Class 7 contains 9595 members 
Mstep: Class 8 contains 12292 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 3001 members 
Mstep: Class 13 contains 1496 members 
Mstep: Class 14 contains 14568 members 
Mstep: Class 15 contains 7118 members 
Mstep: Class 16 contains 107023 members 
Mstep: Class 17 contains 89015 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 17286 members 
Mstep: Class 20 contains 9940 members 
Mstep: Class 21 contains 10361 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 4599 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 3860 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 9148 members 
Mstep: Class 29 contains 1105 members 
Mstep: Class 30 contains 4840 members 
Mstep: Class 31 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144504.000000 Penalty: 67216.164062
Iteration 85Q: 32 clusters Score -3.41445e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 34514 members 
Mstep: Class 3 contains 145150 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 57073 members 
Mstep: Class 6 contains 12555 members 
Mstep: Class 7 contains 9515 members 
Mstep: Class 8 contains 12242 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 3855 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 14543 members 
Mstep: Class 15 contains 7132 members 
Mstep: Class 16 contains 106992 members 
Mstep: Class 17 contains 89002 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 17329 members 
Mstep: Class 20 contains 9904 members 
Mstep: Class 21 contains 10446 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 4608 members 
Mstep: Class 24 contains 1798 members 
Mstep: Class 25 contains 3877 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 9155 members 
Mstep: Class 29 contains 1104 members 
Mstep: Class 30 contains 4805 members 
Mstep: Class 31 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144668.000000 Penalty: 67216.164062
Iteration 86Q: 32 clusters Score -3.414467e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 34538 members 
Mstep: Class 3 contains 145069 members 
Mstep: Class 4 contains 4351 members 
Mstep: Class 5 contains 57115 members 
Mstep: Class 6 contains 12596 members 
Mstep: Class 7 contains 9445 members 
Mstep: Class 8 contains 12202 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 2972 members 
Mstep: Class 13 contains 1484 members 
Mstep: Class 14 contains 14515 members 
Mstep: Class 15 contains 7137 members 
Mstep: Class 16 contains 106954 members 
Mstep: Class 17 contains 88989 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 17370 members 
Mstep: Class 20 contains 9873 members 
Mstep: Class 21 contains 10510 members 
Mstep: Class 22 contains 2781 members 
Mstep: Class 23 contains 4618 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 2410 members 
Mstep: Class 28 contains 9161 members 
Mstep: Class 29 contains 1101 members 
Mstep: Class 30 contains 4792 members 
Mstep: Class 31 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144840.000000 Penalty: 67216.164062
Iteration 87Q: 32 clusters Score -3.414484e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 34559 members 
Mstep: Class 3 contains 144997 members 
Mstep: Class 4 contains 4356 members 
Mstep: Class 5 contains 57156 members 
Mstep: Class 6 contains 12627 members 
Mstep: Class 7 contains 9390 members 
Mstep: Class 8 contains 12157 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 14493 members 
Mstep: Class 15 contains 7147 members 
Mstep: Class 16 contains 106920 members 
Mstep: Class 17 contains 88978 members 
Mstep: Class 18 contains 2235 members 
Mstep: Class 19 contains 17393 members 
Mstep: Class 20 contains 9849 members 
Mstep: Class 21 contains 10574 members 
Mstep: Class 22 contains 2786 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 2438 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 1100 members 
Mstep: Class 30 contains 4778 members 
Mstep: Class 31 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144952.000000 Penalty: 67216.164062
Iteration 88Q: 32 clusters Score -3.414495e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 34583 members 
Mstep: Class 3 contains 144930 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 57189 members 
Mstep: Class 6 contains 12654 members 
Mstep: Class 7 contains 9351 members 
Mstep: Class 8 contains 12113 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 3919 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 14471 members 
Mstep: Class 15 contains 7150 members 
Mstep: Class 16 contains 106887 members 
Mstep: Class 17 contains 88970 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 17414 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 10621 members 
Mstep: Class 22 contains 2790 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 3910 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2467 members 
Mstep: Class 28 contains 9151 members 
Mstep: Class 29 contains 1099 members 
Mstep: Class 30 contains 4778 members 
Mstep: Class 31 contains 2368 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 32 clusters Score -3.414512e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 34609 members 
Mstep: Class 3 contains 144863 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 57231 members 
Mstep: Class 6 contains 12676 members 
Mstep: Class 7 contains 9307 members 
Mstep: Class 8 contains 12075 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4903 members 
Mstep: Class 11 contains 3936 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 14452 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 106860 members 
Mstep: Class 17 contains 88946 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 17435 members 
Mstep: Class 20 contains 9794 members 
Mstep: Class 21 contains 10658 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 4617 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 2491 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 4785 members 
Mstep: Class 31 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 32 clusters Score -3.414517e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 34622 members 
Mstep: Class 3 contains 144808 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 57285 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 12036 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 3934 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 106834 members 
Mstep: Class 17 contains 88931 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 17455 members 
Mstep: Class 20 contains 9770 members 
Mstep: Class 21 contains 10687 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 2510 members 
Mstep: Class 28 contains 9157 members 
Mstep: Class 29 contains 1095 members 
Mstep: Class 30 contains 4791 members 
Mstep: Class 31 contains 2442 members 
Entering Unmasked Estep 
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Iteration 91Q: 32 clusters Score -3.414524e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 34643 members 
Mstep: Class 3 contains 144756 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 57322 members 
Mstep: Class 6 contains 12701 members 
Mstep: Class 7 contains 9238 members 
Mstep: Class 8 contains 12011 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 3931 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 14426 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 106799 members 
Mstep: Class 17 contains 88909 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 17483 members 
Mstep: Class 20 contains 9744 members 
Mstep: Class 21 contains 10721 members 
Mstep: Class 22 contains 2814 members 
Mstep: Class 23 contains 4623 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 2524 members 
Mstep: Class 28 contains 9162 members 
Mstep: Class 29 contains 1093 members 
Mstep: Class 30 contains 4788 members 
Mstep: Class 31 contains 2478 members 
Entering Unmasked Estep 
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Iteration 92Q: 32 clusters Score -3.41452e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 34650 members 
Mstep: Class 3 contains 144702 members 
Mstep: Class 4 contains 4368 members 
Mstep: Class 5 contains 57364 members 
Mstep: Class 6 contains 12718 members 
Mstep: Class 7 contains 9213 members 
Mstep: Class 8 contains 11993 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 2952 members 
Mstep: Class 13 contains 1461 members 
Mstep: Class 14 contains 14409 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 106772 members 
Mstep: Class 17 contains 88892 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 17499 members 
Mstep: Class 20 contains 9725 members 
Mstep: Class 21 contains 10755 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 1821 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 9166 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2511 members 
Entering Unmasked Estep 
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Iteration 93Q: 32 clusters Score -3.414528e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 34663 members 
Mstep: Class 3 contains 144637 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 5 contains 57389 members 
Mstep: Class 6 contains 12751 members 
Mstep: Class 7 contains 9195 members 
Mstep: Class 8 contains 11981 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 4918 members 
Mstep: Class 11 contains 3934 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 1458 members 
Mstep: Class 14 contains 14396 members 
Mstep: Class 15 contains 7158 members 
Mstep: Class 16 contains 106744 members 
Mstep: Class 17 contains 88881 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 17514 members 
Mstep: Class 20 contains 9715 members 
Mstep: Class 21 contains 10776 members 
Mstep: Class 22 contains 2828 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2557 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 1091 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 2530 members 
Entering Unmasked Estep 
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Iteration 94Q: 32 clusters Score -3.414528e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 34671 members 
Mstep: Class 3 contains 144575 members 
Mstep: Class 4 contains 4373 members 
Mstep: Class 5 contains 57411 members 
Mstep: Class 6 contains 12786 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 11963 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 3943 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 14381 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 106720 members 
Mstep: Class 17 contains 88880 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 17523 members 
Mstep: Class 20 contains 9702 members 
Mstep: Class 21 contains 10792 members 
Mstep: Class 22 contains 2830 members 
Mstep: Class 23 contains 4630 members 
Mstep: Class 24 contains 1820 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2571 members 
Mstep: Class 28 contains 9189 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4768 members 
Mstep: Class 31 contains 2558 members 
Entering Unmasked Estep 
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Iteration 95Q: 32 clusters Score -3.41454e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 34676 members 
Mstep: Class 3 contains 144503 members 
Mstep: Class 4 contains 4378 members 
Mstep: Class 5 contains 57439 members 
Mstep: Class 6 contains 12825 members 
Mstep: Class 7 contains 9142 members 
Mstep: Class 8 contains 11950 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 14370 members 
Mstep: Class 15 contains 7166 members 
Mstep: Class 16 contains 106707 members 
Mstep: Class 17 contains 88881 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 17536 members 
Mstep: Class 20 contains 9674 members 
Mstep: Class 21 contains 10816 members 
Mstep: Class 22 contains 2832 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1826 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 9191 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4765 members 
Mstep: Class 31 contains 2578 members 
Entering Unmasked Estep 
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Iteration 96Q: 32 clusters Score -3.414543e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 34691 members 
Mstep: Class 3 contains 144440 members 
Mstep: Class 4 contains 4384 members 
Mstep: Class 5 contains 57452 members 
Mstep: Class 6 contains 12862 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 2952 members 
Mstep: Class 13 contains 1447 members 
Mstep: Class 14 contains 14362 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 106687 members 
Mstep: Class 17 contains 88887 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 17549 members 
Mstep: Class 20 contains 9645 members 
Mstep: Class 21 contains 10834 members 
Mstep: Class 22 contains 2835 members 
Mstep: Class 23 contains 4625 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 9188 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4764 members 
Mstep: Class 31 contains 2596 members 
Entering Unmasked Estep 
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Iteration 97Q: 32 clusters Score -3.414538e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 34701 members 
Mstep: Class 3 contains 144388 members 
Mstep: Class 4 contains 4386 members 
Mstep: Class 5 contains 57470 members 
Mstep: Class 6 contains 12882 members 
Mstep: Class 7 contains 9106 members 
Mstep: Class 8 contains 11921 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 14348 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 106676 members 
Mstep: Class 17 contains 88890 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 17556 members 
Mstep: Class 20 contains 9622 members 
Mstep: Class 21 contains 10847 members 
Mstep: Class 22 contains 2836 members 
Mstep: Class 23 contains 4625 members 
Mstep: Class 24 contains 1832 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 1091 members 
Mstep: Class 30 contains 4766 members 
Mstep: Class 31 contains 2622 members 
Entering Unmasked Estep 
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Iteration 98Q: 32 clusters Score -3.414546e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 34712 members 
Mstep: Class 3 contains 144337 members 
Mstep: Class 4 contains 4386 members 
Mstep: Class 5 contains 57498 members 
Mstep: Class 6 contains 12899 members 
Mstep: Class 7 contains 9091 members 
Mstep: Class 8 contains 11909 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 14336 members 
Mstep: Class 15 contains 7159 members 
Mstep: Class 16 contains 106665 members 
Mstep: Class 17 contains 88887 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 17558 members 
Mstep: Class 20 contains 9614 members 
Mstep: Class 21 contains 10860 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2633 members 
Mstep: Class 28 contains 9204 members 
Mstep: Class 29 contains 1093 members 
Mstep: Class 30 contains 4768 members 
Mstep: Class 31 contains 2645 members 
Entering Unmasked Estep 
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Iteration 99Q: 32 clusters Score -3.414541e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 34724 members 
Mstep: Class 3 contains 144283 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 9078 members 
Mstep: Class 8 contains 11899 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 14327 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 106647 members 
Mstep: Class 17 contains 88885 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 17564 members 
Mstep: Class 20 contains 9602 members 
Mstep: Class 21 contains 10867 members 
Mstep: Class 22 contains 2847 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1827 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2640 members 
Mstep: Class 28 contains 9205 members 
Mstep: Class 29 contains 1093 members 
Mstep: Class 30 contains 4771 members 
Mstep: Class 31 contains 2666 members 
Entering Unmasked Estep 
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Iteration 100F: 32 clusters Score -3.414538e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 34736 members 
Mstep: Class 3 contains 144231 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 57552 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 9067 members 
Mstep: Class 8 contains 11889 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 14326 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 106620 members 
Mstep: Class 17 contains 88884 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 17569 members 
Mstep: Class 20 contains 9593 members 
Mstep: Class 21 contains 10889 members 
Mstep: Class 22 contains 2857 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1826 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2644 members 
Mstep: Class 28 contains 9202 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4770 members 
Mstep: Class 31 contains 2678 members 
Entering Unmasked Estep 
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Iteration 101Q: 32 clusters Score -3.414544e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 34741 members 
Mstep: Class 3 contains 144180 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 57568 members 
Mstep: Class 6 contains 12994 members 
Mstep: Class 7 contains 9061 members 
Mstep: Class 8 contains 11884 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 14315 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 106599 members 
Mstep: Class 17 contains 88884 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 17579 members 
Mstep: Class 20 contains 9585 members 
Mstep: Class 21 contains 10906 members 
Mstep: Class 22 contains 2861 members 
Mstep: Class 23 contains 4625 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2651 members 
Mstep: Class 28 contains 9202 members 
Mstep: Class 29 contains 1095 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 2692 members 
Entering Unmasked Estep 
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Iteration 102Q: 32 clusters Score -3.414542e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 34743 members 
Mstep: Class 3 contains 144126 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 5 contains 57589 members 
Mstep: Class 6 contains 13039 members 
Mstep: Class 7 contains 9050 members 
Mstep: Class 8 contains 11880 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1428 members 
Mstep: Class 14 contains 14289 members 
Mstep: Class 15 contains 7150 members 
Mstep: Class 16 contains 106576 members 
Mstep: Class 17 contains 88885 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 17591 members 
Mstep: Class 20 contains 9577 members 
Mstep: Class 21 contains 10932 members 
Mstep: Class 22 contains 2866 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2656 members 
Mstep: Class 28 contains 9204 members 
Mstep: Class 29 contains 1093 members 
Mstep: Class 30 contains 4767 members 
Mstep: Class 31 contains 2707 members 
Entering Unmasked Estep 
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Iteration 103Q: 32 clusters Score -3.414547e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 34747 members 
Mstep: Class 3 contains 144076 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 5 contains 57613 members 
Mstep: Class 6 contains 13068 members 
Mstep: Class 7 contains 9034 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 1426 members 
Mstep: Class 14 contains 14272 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106565 members 
Mstep: Class 17 contains 88886 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 17600 members 
Mstep: Class 20 contains 9564 members 
Mstep: Class 21 contains 10959 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2657 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 1091 members 
Mstep: Class 30 contains 4767 members 
Mstep: Class 31 contains 2730 members 
Entering Unmasked Estep 
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Iteration 104Q: 32 clusters Score -3.41455e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 34753 members 
Mstep: Class 3 contains 144041 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 5 contains 57627 members 
Mstep: Class 6 contains 13088 members 
Mstep: Class 7 contains 9029 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 14257 members 
Mstep: Class 15 contains 7153 members 
Mstep: Class 16 contains 106551 members 
Mstep: Class 17 contains 88886 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 17606 members 
Mstep: Class 20 contains 9558 members 
Mstep: Class 21 contains 10986 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1830 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2658 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 1091 members 
Mstep: Class 30 contains 4767 members 
Mstep: Class 31 contains 2746 members 
Entering Unmasked Estep 
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Iteration 105Q: 32 clusters Score -3.414554e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 34756 members 
Mstep: Class 3 contains 144002 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 5 contains 57634 members 
Mstep: Class 6 contains 13112 members 
Mstep: Class 7 contains 9023 members 
Mstep: Class 8 contains 11869 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 3957 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 14245 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106542 members 
Mstep: Class 17 contains 88885 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 17613 members 
Mstep: Class 20 contains 9553 members 
Mstep: Class 21 contains 11005 members 
Mstep: Class 22 contains 2875 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2659 members 
Mstep: Class 28 contains 9172 members 
Mstep: Class 29 contains 1090 members 
Mstep: Class 30 contains 4767 members 
Mstep: Class 31 contains 2756 members 
Entering Unmasked Estep 
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Iteration 106Q: 32 clusters Score -3.414566e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 34767 members 
Mstep: Class 3 contains 143963 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 5 contains 57659 members 
Mstep: Class 6 contains 13128 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11866 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 3957 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 14234 members 
Mstep: Class 15 contains 7158 members 
Mstep: Class 16 contains 106530 members 
Mstep: Class 17 contains 88880 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 17614 members 
Mstep: Class 20 contains 9546 members 
Mstep: Class 21 contains 11023 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2662 members 
Mstep: Class 28 contains 9163 members 
Mstep: Class 29 contains 1090 members 
Mstep: Class 30 contains 4767 members 
Mstep: Class 31 contains 2766 members 
Entering Unmasked Estep 
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Iteration 107Q: 32 clusters Score -3.414563e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 34777 members 
Mstep: Class 3 contains 143934 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 5 contains 57673 members 
Mstep: Class 6 contains 13145 members 
Mstep: Class 7 contains 9010 members 
Mstep: Class 8 contains 11858 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 14220 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 106522 members 
Mstep: Class 17 contains 88875 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 17620 members 
Mstep: Class 20 contains 9540 members 
Mstep: Class 21 contains 11043 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 3930 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2664 members 
Mstep: Class 28 contains 9155 members 
Mstep: Class 29 contains 1090 members 
Mstep: Class 30 contains 4768 members 
Mstep: Class 31 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145596.000000 Penalty: 67216.164062
Iteration 108Q: 32 clusters Score -3.41456e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 34781 members 
Mstep: Class 3 contains 143916 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 5 contains 57681 members 
Mstep: Class 6 contains 13160 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 11852 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 14212 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 106514 members 
Mstep: Class 17 contains 88867 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 17618 members 
Mstep: Class 20 contains 9530 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4623 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2664 members 
Mstep: Class 28 contains 9149 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4768 members 
Mstep: Class 31 contains 2779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145704.000000 Penalty: 67216.164062
Iteration 109Q: 32 clusters Score -3.41457e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 34786 members 
Mstep: Class 3 contains 143890 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 57691 members 
Mstep: Class 6 contains 13180 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 11844 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 14208 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106511 members 
Mstep: Class 17 contains 88865 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 17616 members 
Mstep: Class 20 contains 9518 members 
Mstep: Class 21 contains 11095 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1835 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2666 members 
Mstep: Class 28 contains 9142 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4768 members 
Mstep: Class 31 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145652.000000 Penalty: 67216.164062
Iteration 110Q: 32 clusters Score -3.414565e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 34788 members 
Mstep: Class 3 contains 143873 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 57689 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 8992 members 
Mstep: Class 8 contains 11834 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 14213 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106505 members 
Mstep: Class 17 contains 88863 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 17617 members 
Mstep: Class 20 contains 9509 members 
Mstep: Class 21 contains 11111 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1836 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2668 members 
Mstep: Class 28 contains 9139 members 
Mstep: Class 29 contains 1096 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 2783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145620.000000 Penalty: 67216.164062
Iteration 111Q: 32 clusters Score -3.414562e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 34795 members 
Mstep: Class 3 contains 143846 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 57686 members 
Mstep: Class 6 contains 13205 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 11828 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106503 members 
Mstep: Class 17 contains 88863 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 17617 members 
Mstep: Class 20 contains 9497 members 
Mstep: Class 21 contains 11137 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1836 members 
Mstep: Class 25 contains 3934 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2671 members 
Mstep: Class 28 contains 9131 members 
Mstep: Class 29 contains 1096 members 
Mstep: Class 30 contains 4767 members 
Mstep: Class 31 contains 2791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145660.000000 Penalty: 67216.164062
Iteration 112Q: 32 clusters Score -3.414566e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34805 members 
Mstep: Class 3 contains 143824 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 57690 members 
Mstep: Class 6 contains 13217 members 
Mstep: Class 7 contains 8992 members 
Mstep: Class 8 contains 11822 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 14209 members 
Mstep: Class 15 contains 7153 members 
Mstep: Class 16 contains 106498 members 
Mstep: Class 17 contains 88863 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 17619 members 
Mstep: Class 20 contains 9486 members 
Mstep: Class 21 contains 11146 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1839 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2674 members 
Mstep: Class 28 contains 9131 members 
Mstep: Class 29 contains 1095 members 
Mstep: Class 30 contains 4768 members 
Mstep: Class 31 contains 2794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145712.000000 Penalty: 67216.164062
Iteration 113Q: 32 clusters Score -3.414571e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 34810 members 
Mstep: Class 3 contains 143810 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 57694 members 
Mstep: Class 6 contains 13231 members 
Mstep: Class 7 contains 8991 members 
Mstep: Class 8 contains 11818 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106492 members 
Mstep: Class 17 contains 88860 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 17622 members 
Mstep: Class 20 contains 9478 members 
Mstep: Class 21 contains 11156 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1843 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2675 members 
Mstep: Class 28 contains 9130 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4768 members 
Mstep: Class 31 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145664.000000 Penalty: 67216.164062
Iteration 114Q: 32 clusters Score -3.414566e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34812 members 
Mstep: Class 3 contains 143799 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 57698 members 
Mstep: Class 6 contains 13239 members 
Mstep: Class 7 contains 8991 members 
Mstep: Class 8 contains 11814 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14189 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106487 members 
Mstep: Class 17 contains 88863 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 17630 members 
Mstep: Class 20 contains 9472 members 
Mstep: Class 21 contains 11167 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1845 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2676 members 
Mstep: Class 28 contains 9122 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145680.000000 Penalty: 67216.164062
Iteration 115Q: 32 clusters Score -3.414568e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 34815 members 
Mstep: Class 3 contains 143785 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 57704 members 
Mstep: Class 6 contains 13247 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106480 members 
Mstep: Class 17 contains 88860 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 17642 members 
Mstep: Class 20 contains 9468 members 
Mstep: Class 21 contains 11167 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2678 members 
Mstep: Class 28 contains 9118 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4770 members 
Mstep: Class 31 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145676.000000 Penalty: 67216.164062
Iteration 116Q: 32 clusters Score -3.414568e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 34819 members 
Mstep: Class 3 contains 143766 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 57709 members 
Mstep: Class 6 contains 13258 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 11807 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 3957 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14168 members 
Mstep: Class 15 contains 7153 members 
Mstep: Class 16 contains 106477 members 
Mstep: Class 17 contains 88857 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 17646 members 
Mstep: Class 20 contains 9462 members 
Mstep: Class 21 contains 11183 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 9114 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 2805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145648.000000 Penalty: 67216.164062
Iteration 117Q: 32 clusters Score -3.414565e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 34815 members 
Mstep: Class 3 contains 143752 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 57713 members 
Mstep: Class 6 contains 13266 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 11802 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14158 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106477 members 
Mstep: Class 17 contains 88856 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 17650 members 
Mstep: Class 20 contains 9461 members 
Mstep: Class 21 contains 11197 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2681 members 
Mstep: Class 28 contains 9105 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 2806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145624.000000 Penalty: 67216.164062
Iteration 118Q: 32 clusters Score -3.414562e+07 nChanged 72
Entering ConstructFrom: 
Score: -34145624.000000 Penalty: 67216.164062
Entering ConstructFrom: 
Trying to split cluster 1 (40767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Entering Unmasked Estep 
Score: -2372220.000000 Penalty: 1725.039551
	Iteration 0F: 2 clusters Score -2372220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2344831.000000 Penalty: 3450.079102
	Iteration 0F: 3 clusters Score -2344831 nChanged 18959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2355479.750000 Penalty: 3450.079102
	Iteration 1F: 3 clusters Score -2355480 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2356043.000000 Penalty: 3450.079102
	Iteration 2Q: 3 clusters Score -2356043 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2356718.250000 Penalty: 3450.079102
	Iteration 3Q: 3 clusters Score -2356718 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2357636.000000 Penalty: 3450.079102
	Iteration 4Q: 3 clusters Score -2357636 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2358758.750000 Penalty: 3450.079102
	Iteration 5F: 3 clusters Score -2358759 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2359888.500000 Penalty: 3450.079102
	Iteration 6F: 3 clusters Score -2359888 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2360942.000000 Penalty: 3450.079102
	Iteration 7F: 3 clusters Score -2360942 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2361850.750000 Penalty: 3450.079102
	Iteration 8Q: 3 clusters Score -2361851 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2362507.500000 Penalty: 3450.079102
	Iteration 9Q: 3 clusters Score -2362508 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -2362968.500000 Penalty: 3450.079102
	Iteration 10Q: 3 clusters Score -2362968 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -2363288.500000 Penalty: 3450.079102
	Iteration 11Q: 3 clusters Score -2363288 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2363532.000000 Penalty: 3450.079102
	Iteration 12Q: 3 clusters Score -2363532 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2363710.750000 Penalty: 3450.079102
	Iteration 13Q: 3 clusters Score -2363711 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -2363866.500000 Penalty: 3450.079102
	Iteration 14Q: 3 clusters Score -2363866 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2364002.250000 Penalty: 3450.079102
	Iteration 15Q: 3 clusters Score -2364002 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2364122.250000 Penalty: 3450.079102
	Iteration 16Q: 3 clusters Score -2364122 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2364229.750000 Penalty: 3450.079102
	Iteration 17Q: 3 clusters Score -2364230 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2364304.500000 Penalty: 3450.079102
	Iteration 18Q: 3 clusters Score -2364304 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2364390.500000 Penalty: 3450.079102
	Iteration 19Q: 3 clusters Score -2364390 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2364436.750000 Penalty: 3450.079102
	Iteration 20F: 3 clusters Score -2364437 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2364489.750000 Penalty: 3450.079102
	Iteration 21Q: 3 clusters Score -2364490 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2364525.250000 Penalty: 3450.079102
	Iteration 22Q: 3 clusters Score -2364525 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2364532.500000 Penalty: 3450.079102
	Iteration 23Q: 3 clusters Score -2364532 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2364552.500000 Penalty: 3450.079102
	Iteration 24Q: 3 clusters Score -2364552 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2364574.500000 Penalty: 3450.079102
	Iteration 25Q: 3 clusters Score -2364574 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -2364583.500000 Penalty: 3450.079102
	Iteration 26Q: 3 clusters Score -2364584 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2364590.250000 Penalty: 3450.079102
	Iteration 27Q: 3 clusters Score -2364590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2364609.000000 Penalty: 3450.079102
	Iteration 28Q: 3 clusters Score -2364609 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2364612.750000 Penalty: 3450.079102
	Iteration 29Q: 3 clusters Score -2364613 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2364619.500000 Penalty: 3450.079102
	Iteration 30Q: 3 clusters Score -2364620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2364622.000000 Penalty: 3450.079102
	Iteration 31Q: 3 clusters Score -2364622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2364625.750000 Penalty: 3450.079102
	Iteration 32Q: 3 clusters Score -2364626 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2364637.000000 Penalty: 3450.079102
	Iteration 33Q: 3 clusters Score -2364637 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2364639.000000 Penalty: 3450.079102
	Iteration 34Q: 3 clusters Score -2364639 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2364638.250000 Penalty: 3450.079102
	Iteration 35Q: 3 clusters Score -2364638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2364647.000000 Penalty: 3450.079102
	Iteration 36Q: 3 clusters Score -2364647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -2364653.250000 Penalty: 3450.079102
	Iteration 37Q: 3 clusters Score -2364653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -2364654.500000 Penalty: 3450.079102
	Iteration 38Q: 3 clusters Score -2364654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -2364656.250000 Penalty: 3450.079102
	Iteration 39Q: 3 clusters Score -2364656 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2364665.750000 Penalty: 3450.079102
	Iteration 40F: 3 clusters Score -2364666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2364662.750000 Penalty: 3450.079102
	Iteration 41Q: 3 clusters Score -2364663 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2364661.250000 Penalty: 3450.079102
	Iteration 42Q: 3 clusters Score -2364661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -2364673.000000 Penalty: 3450.079102
	Iteration 43Q: 3 clusters Score -2364673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -2364670.500000 Penalty: 3450.079102
	Iteration 44Q: 3 clusters Score -2364670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2364673.000000 Penalty: 3450.079102
	Iteration 45Q: 3 clusters Score -2364673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2364671.250000 Penalty: 3450.079102
	Iteration 46Q: 3 clusters Score -2364671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2364669.250000 Penalty: 3450.079102
	Iteration 47Q: 3 clusters Score -2364669 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2364673.250000 Penalty: 3450.079102
	Iteration 48Q: 3 clusters Score -2364673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -2364680.000000 Penalty: 3450.079102
	Iteration 49Q: 3 clusters Score -2364680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2364683.750000 Penalty: 3450.079102
	Iteration 50Q: 3 clusters Score -2364684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2364680.250000 Penalty: 3450.079102
	Iteration 51Q: 3 clusters Score -2364680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -2364682.250000 Penalty: 3450.079102
	Iteration 52Q: 3 clusters Score -2364682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2364687.750000 Penalty: 3450.079102
	Iteration 53Q: 3 clusters Score -2364688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -2364698.000000 Penalty: 3450.079102
	Iteration 54Q: 3 clusters Score -2364698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -2364697.250000 Penalty: 3450.079102
	Iteration 55Q: 3 clusters Score -2364697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2364696.750000 Penalty: 3450.079102
	Iteration 56Q: 3 clusters Score -2364697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2364706.750000 Penalty: 3450.079102
	Iteration 57Q: 3 clusters Score -2364707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2364712.750000 Penalty: 3450.079102
	Iteration 58Q: 3 clusters Score -2364713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2364707.000000 Penalty: 3450.079102
	Iteration 59Q: 3 clusters Score -2364707 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -2364705.000000 Penalty: 3450.079102
	Iteration 60F: 3 clusters Score -2364705 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -2364703.500000 Penalty: 3450.079102
	Iteration 61Q: 3 clusters Score -2364704 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2364718.500000 Penalty: 3450.079102
	Iteration 62Q: 3 clusters Score -2364718 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -2364727.000000 Penalty: 3450.079102
	Iteration 63Q: 3 clusters Score -2364727 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -2364738.500000 Penalty: 3450.079102
	Iteration 64Q: 3 clusters Score -2364738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -2364744.250000 Penalty: 3450.079102
	Iteration 65Q: 3 clusters Score -2364744 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -2364762.500000 Penalty: 3450.079102
	Iteration 66Q: 3 clusters Score -2364762 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2364773.750000 Penalty: 3450.079102
	Iteration 67Q: 3 clusters Score -2364774 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2364781.000000 Penalty: 3450.079102
	Iteration 68Q: 3 clusters Score -2364781 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -2364793.500000 Penalty: 3450.079102
	Iteration 69Q: 3 clusters Score -2364794 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -2364814.250000 Penalty: 3450.079102
	Iteration 70Q: 3 clusters Score -2364814 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -2364827.500000 Penalty: 3450.079102
	Iteration 71Q: 3 clusters Score -2364828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2364860.750000 Penalty: 3450.079102
	Iteration 72Q: 3 clusters Score -2364861 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2364874.250000 Penalty: 3450.079102
	Iteration 73Q: 3 clusters Score -2364874 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2364918.750000 Penalty: 3450.079102
	Iteration 74Q: 3 clusters Score -2364919 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -2364952.250000 Penalty: 3450.079102
	Iteration 75Q: 3 clusters Score -2364952 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -2364987.500000 Penalty: 3450.079102
	Iteration 76Q: 3 clusters Score -2364988 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -2365043.500000 Penalty: 3450.079102
	Iteration 77Q: 3 clusters Score -2365044 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -2365095.250000 Penalty: 3450.079102
	Iteration 78Q: 3 clusters Score -2365095 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -2365141.500000 Penalty: 3450.079102
	Iteration 79Q: 3 clusters Score -2365142 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -2365189.500000 Penalty: 3450.079102
	Iteration 80F: 3 clusters Score -2365190 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -2365252.750000 Penalty: 3450.079102
	Iteration 81Q: 3 clusters Score -2365253 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -2365321.750000 Penalty: 3450.079102
	Iteration 82Q: 3 clusters Score -2365322 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -2365408.750000 Penalty: 3450.079102
	Iteration 83Q: 3 clusters Score -2365409 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -2365506.750000 Penalty: 3450.079102
	Iteration 84Q: 3 clusters Score -2365507 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -2365610.000000 Penalty: 3450.079102
	Iteration 85Q: 3 clusters Score -2365610 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -2365707.500000 Penalty: 3450.079102
	Iteration 86Q: 3 clusters Score -2365708 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -2365811.000000 Penalty: 3450.079102
	Iteration 87Q: 3 clusters Score -2365811 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -2365953.500000 Penalty: 3450.079102
	Iteration 88Q: 3 clusters Score -2365954 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -2366122.000000 Penalty: 3450.079102
	Iteration 89Q: 3 clusters Score -2366122 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -2366320.000000 Penalty: 3450.079102
	Iteration 90Q: 3 clusters Score -2366320 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -2366545.250000 Penalty: 3450.079102
	Iteration 91Q: 3 clusters Score -2366545 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -2366806.000000 Penalty: 3450.079102
	Iteration 92Q: 3 clusters Score -2366806 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -2367131.250000 Penalty: 3450.079102
	Iteration 93Q: 3 clusters Score -2367131 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -2367500.500000 Penalty: 3450.079102
	Iteration 94Q: 3 clusters Score -2367500 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -2367863.000000 Penalty: 3450.079102
	Iteration 95Q: 3 clusters Score -2367863 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -2368265.750000 Penalty: 3450.079102
	Iteration 96Q: 3 clusters Score -2368266 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -2368705.000000 Penalty: 3450.079102
	Iteration 97Q: 3 clusters Score -2368705 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -2369170.500000 Penalty: 3450.079102
	Iteration 98Q: 3 clusters Score -2369170 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -2369581.750000 Penalty: 3450.079102
	Iteration 99Q: 3 clusters Score -2369582 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -2369928.500000 Penalty: 3450.079102
	Iteration 100F: 3 clusters Score -2369928 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -2370185.000000 Penalty: 3450.079102
	Iteration 101Q: 3 clusters Score -2370185 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -2370371.250000 Penalty: 3450.079102
	Iteration 102Q: 3 clusters Score -2370371 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -2370483.750000 Penalty: 3450.079102
	Iteration 103Q: 3 clusters Score -2370484 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -2370557.000000 Penalty: 3450.079102
	Iteration 104Q: 3 clusters Score -2370557 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -2370599.250000 Penalty: 3450.079102
	Iteration 105Q: 3 clusters Score -2370599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -2370630.500000 Penalty: 3450.079102
	Iteration 106Q: 3 clusters Score -2370630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -2370657.500000 Penalty: 3450.079102
	Iteration 107Q: 3 clusters Score -2370658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -2370674.250000 Penalty: 3450.079102
	Iteration 108Q: 3 clusters Score -2370674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -2370684.750000 Penalty: 3450.079102
	Iteration 109Q: 3 clusters Score -2370685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -2370692.250000 Penalty: 3450.079102
	Iteration 110Q: 3 clusters Score -2370692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -2370698.000000 Penalty: 3450.079102
	Iteration 111Q: 3 clusters Score -2370698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -2370704.250000 Penalty: 3450.079102
	Iteration 112Q: 3 clusters Score -2370704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -2370708.250000 Penalty: 3450.079102
	Iteration 113Q: 3 clusters Score -2370708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -2370713.000000 Penalty: 3450.079102
	Iteration 114Q: 3 clusters Score -2370713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -2370712.750000 Penalty: 3450.079102
	Iteration 115Q: 3 clusters Score -2370713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -2370711.500000 Penalty: 3450.079102
	Iteration 116Q: 3 clusters Score -2370712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -2370719.750000 Penalty: 3450.079102
	Iteration 117Q: 3 clusters Score -2370720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -2370722.000000 Penalty: 3450.079102
	Iteration 118Q: 3 clusters Score -2370722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -2370732.750000 Penalty: 3450.079102
	Iteration 119Q: 3 clusters Score -2370733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -2370730.250000 Penalty: 3450.079102
	Iteration 120F: 3 clusters Score -2370730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -2370735.250000 Penalty: 3450.079102
	Iteration 121Q: 3 clusters Score -2370735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -2370735.500000 Penalty: 3450.079102
	Iteration 122Q: 3 clusters Score -2370736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -2370743.500000 Penalty: 3450.079102
	Iteration 123Q: 3 clusters Score -2370744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -2370744.000000 Penalty: 3450.079102
	Iteration 124Q: 3 clusters Score -2370744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -2370744.000000 Penalty: 3450.079102
	Iteration 125F: 3 clusters Score -2370744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Entering Unmasked Estep 
Score: -2024252.500000 Penalty: 1699.383789
	Iteration 0F: 2 clusters Score -2024252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2000921.375000 Penalty: 3398.767578
	Iteration 0F: 3 clusters Score -2000921 nChanged 16068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2009720.125000 Penalty: 3398.767578
	Iteration 1F: 3 clusters Score -2009720 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2010123.625000 Penalty: 3398.767578
	Iteration 2Q: 3 clusters Score -2010124 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2010531.750000 Penalty: 3398.767578
	Iteration 3Q: 3 clusters Score -2010532 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2011007.750000 Penalty: 3398.767578
	Iteration 4Q: 3 clusters Score -2011008 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2011519.125000 Penalty: 3398.767578
	Iteration 5Q: 3 clusters Score -2011519 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2012137.375000 Penalty: 3398.767578
	Iteration 6Q: 3 clusters Score -2012137 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2013043.375000 Penalty: 3398.767578
	Iteration 7F: 3 clusters Score -2013043 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -2014339.625000 Penalty: 3398.767578
	Iteration 8F: 3 clusters Score -2014340 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -2016035.625000 Penalty: 3398.767578
	Iteration 9F: 3 clusters Score -2016036 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -2017952.750000 Penalty: 3398.767578
	Iteration 10F: 3 clusters Score -2017953 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -2019788.375000 Penalty: 3398.767578
	Iteration 11F: 3 clusters Score -2019788 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -2021221.375000 Penalty: 3398.767578
	Iteration 12Q: 3 clusters Score -2021221 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -2022029.125000 Penalty: 3398.767578
	Iteration 13Q: 3 clusters Score -2022029 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -2022443.750000 Penalty: 3398.767578
	Iteration 14Q: 3 clusters Score -2022444 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -2022639.875000 Penalty: 3398.767578
	Iteration 15Q: 3 clusters Score -2022640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -2022762.875000 Penalty: 3398.767578
	Iteration 16Q: 3 clusters Score -2022763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -2022830.875000 Penalty: 3398.767578
	Iteration 17Q: 3 clusters Score -2022831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -2022867.500000 Penalty: 3398.767578
	Iteration 18Q: 3 clusters Score -2022868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -2022893.125000 Penalty: 3398.767578
	Iteration 19Q: 3 clusters Score -2022893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -2022901.250000 Penalty: 3398.767578
	Iteration 20F: 3 clusters Score -2022901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -2022920.750000 Penalty: 3398.767578
	Iteration 21Q: 3 clusters Score -2022921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -2022931.875000 Penalty: 3398.767578
	Iteration 22Q: 3 clusters Score -2022932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -2022941.750000 Penalty: 3398.767578
	Iteration 23Q: 3 clusters Score -2022942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -2022948.875000 Penalty: 3398.767578
	Iteration 24Q: 3 clusters Score -2022949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -2022958.000000 Penalty: 3398.767578
	Iteration 25Q: 3 clusters Score -2022958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -2022965.000000 Penalty: 3398.767578
	Iteration 26Q: 3 clusters Score -2022965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -2022975.500000 Penalty: 3398.767578
	Iteration 27Q: 3 clusters Score -2022976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -2022981.125000 Penalty: 3398.767578
	Iteration 28Q: 3 clusters Score -2022981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -2022990.625000 Penalty: 3398.767578
	Iteration 29Q: 3 clusters Score -2022991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -2022996.750000 Penalty: 3398.767578
	Iteration 30Q: 3 clusters Score -2022997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -2023005.875000 Penalty: 3398.767578
	Iteration 31Q: 3 clusters Score -2023006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -2023009.125000 Penalty: 3398.767578
	Iteration 32Q: 3 clusters Score -2023009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -2023010.000000 Penalty: 3398.767578
	Iteration 33Q: 3 clusters Score -2023010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -2023010.750000 Penalty: 3398.767578
	Iteration 34Q: 3 clusters Score -2023011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -2023010.750000 Penalty: 3398.767578
	Iteration 35F: 3 clusters Score -2023011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (143741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143741 members 
Entering Unmasked Estep 
Score: -8434970.000000 Penalty: 1929.812378
	Iteration 0F: 2 clusters Score -8434970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -8338345.500000 Penalty: 3859.624756
	Iteration 0F: 3 clusters Score -8338346 nChanged 69310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -8378602.000000 Penalty: 3859.624756
	Iteration 1F: 3 clusters Score -8378602 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -8379320.000000 Penalty: 3859.624756
	Iteration 2Q: 3 clusters Score -8379320 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -8380228.000000 Penalty: 3859.624756
	Iteration 3Q: 3 clusters Score -8380228 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -8381423.000000 Penalty: 3859.624756
	Iteration 4Q: 3 clusters Score -8381423 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -8383546.000000 Penalty: 3859.624756
	Iteration 5Q: 3 clusters Score -8383546 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -8387092.000000 Penalty: 3859.624756
	Iteration 6F: 3 clusters Score -8387092 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -8393398.000000 Penalty: 3859.624756
	Iteration 7F: 3 clusters Score -8393398 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -8402426.000000 Penalty: 3859.624756
	Iteration 8F: 3 clusters Score -8402426 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119474 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -8412085.000000 Penalty: 3859.624756
	Iteration 9F: 3 clusters Score -8412085 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127873 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -8420008.000000 Penalty: 3859.624756
	Iteration 10F: 3 clusters Score -8420008 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133797 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -8425496.000000 Penalty: 3859.624756
	Iteration 11Q: 3 clusters Score -8425496 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137462 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -8428664.000000 Penalty: 3859.624756
	Iteration 12Q: 3 clusters Score -8428664 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139750 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8430550.000000 Penalty: 3859.624756
	Iteration 13Q: 3 clusters Score -8430550 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141193 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -8431752.000000 Penalty: 3859.624756
	Iteration 14Q: 3 clusters Score -8431752 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142063 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8432368.000000 Penalty: 3859.624756
	Iteration 15Q: 3 clusters Score -8432368 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8432737.000000 Penalty: 3859.624756
	Iteration 16Q: 3 clusters Score -8432737 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142872 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8432963.000000 Penalty: 3859.624756
	Iteration 17Q: 3 clusters Score -8432963 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143041 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8433076.000000 Penalty: 3859.624756
	Iteration 18Q: 3 clusters Score -8433076 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143134 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8433147.000000 Penalty: 3859.624756
	Iteration 19Q: 3 clusters Score -8433147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8433188.000000 Penalty: 3859.624756
	Iteration 20F: 3 clusters Score -8433188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8433222.000000 Penalty: 3859.624756
	Iteration 21Q: 3 clusters Score -8433222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143262 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8433257.000000 Penalty: 3859.624756
	Iteration 22Q: 3 clusters Score -8433257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143280 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8433269.000000 Penalty: 3859.624756
	Iteration 23Q: 3 clusters Score -8433269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143295 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8433287.000000 Penalty: 3859.624756
	Iteration 24Q: 3 clusters Score -8433287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8433304.000000 Penalty: 3859.624756
	Iteration 25Q: 3 clusters Score -8433304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143317 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8433317.000000 Penalty: 3859.624756
	Iteration 26Q: 3 clusters Score -8433317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143330 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8433325.000000 Penalty: 3859.624756
	Iteration 27Q: 3 clusters Score -8433325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8433334.000000 Penalty: 3859.624756
	Iteration 28Q: 3 clusters Score -8433334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143341 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8433342.000000 Penalty: 3859.624756
	Iteration 29Q: 3 clusters Score -8433342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8433351.000000 Penalty: 3859.624756
	Iteration 30Q: 3 clusters Score -8433351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8433352.000000 Penalty: 3859.624756
	Iteration 31Q: 3 clusters Score -8433352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143353 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8433361.000000 Penalty: 3859.624756
	Iteration 32Q: 3 clusters Score -8433361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143356 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8433361.000000 Penalty: 3859.624756
	Iteration 33Q: 3 clusters Score -8433361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143361 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8433369.000000 Penalty: 3859.624756
	Iteration 34Q: 3 clusters Score -8433369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143365 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8433372.000000 Penalty: 3859.624756
	Iteration 35Q: 3 clusters Score -8433372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143372 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8433383.000000 Penalty: 3859.624756
	Iteration 36Q: 3 clusters Score -8433383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143373 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8433384.000000 Penalty: 3859.624756
	Iteration 37Q: 3 clusters Score -8433384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8433386.000000 Penalty: 3859.624756
	Iteration 38Q: 3 clusters Score -8433386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8433388.000000 Penalty: 3859.624756
	Iteration 39Q: 3 clusters Score -8433388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143378 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8433389.000000 Penalty: 3859.624756
	Iteration 40F: 3 clusters Score -8433389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8433391.000000 Penalty: 3859.624756
	Iteration 41Q: 3 clusters Score -8433391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8433394.000000 Penalty: 3859.624756
	Iteration 42Q: 3 clusters Score -8433394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8433394.000000 Penalty: 3859.624756
	Iteration 43F: 3 clusters Score -8433394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -262048.781250 Penalty: 1363.123169
	Iteration 0F: 2 clusters Score -262048.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -258408.468750 Penalty: 2726.246338
	Iteration 0F: 3 clusters Score -258408.5 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -259337.921875 Penalty: 2726.246338
	Iteration 1F: 3 clusters Score -259337.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -259487.468750 Penalty: 2726.246338
	Iteration 2F: 3 clusters Score -259487.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -259581.312500 Penalty: 2726.246338
	Iteration 3Q: 3 clusters Score -259581.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -259673.203125 Penalty: 2726.246338
	Iteration 4Q: 3 clusters Score -259673.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -259759.671875 Penalty: 2726.246338
	Iteration 5Q: 3 clusters Score -259759.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -259839.390625 Penalty: 2726.246338
	Iteration 6Q: 3 clusters Score -259839.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -259912.781250 Penalty: 2726.246338
	Iteration 7Q: 3 clusters Score -259912.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -259997.468750 Penalty: 2726.246338
	Iteration 8Q: 3 clusters Score -259997.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -260078.140625 Penalty: 2726.246338
	Iteration 9Q: 3 clusters Score -260078.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -260154.468750 Penalty: 2726.246338
	Iteration 10Q: 3 clusters Score -260154.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -260221.328125 Penalty: 2726.246338
	Iteration 11Q: 3 clusters Score -260221.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -260274.265625 Penalty: 2726.246338
	Iteration 12Q: 3 clusters Score -260274.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -260320.671875 Penalty: 2726.246338
	Iteration 13Q: 3 clusters Score -260320.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -260364.734375 Penalty: 2726.246338
	Iteration 14Q: 3 clusters Score -260364.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -260398.640625 Penalty: 2726.246338
	Iteration 15Q: 3 clusters Score -260398.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -260422.078125 Penalty: 2726.246338
	Iteration 16Q: 3 clusters Score -260422.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -260449.062500 Penalty: 2726.246338
	Iteration 17Q: 3 clusters Score -260449.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -260471.953125 Penalty: 2726.246338
	Iteration 18Q: 3 clusters Score -260472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -260490.656250 Penalty: 2726.246338
	Iteration 19Q: 3 clusters Score -260490.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -260502.796875 Penalty: 2726.246338
	Iteration 20F: 3 clusters Score -260502.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -260513.015625 Penalty: 2726.246338
	Iteration 21Q: 3 clusters Score -260513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -260519.000000 Penalty: 2726.246338
	Iteration 22Q: 3 clusters Score -260519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -260521.703125 Penalty: 2726.246338
	Iteration 23Q: 3 clusters Score -260521.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -260525.265625 Penalty: 2726.246338
	Iteration 24Q: 3 clusters Score -260525.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -260527.562500 Penalty: 2726.246338
	Iteration 25Q: 3 clusters Score -260527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -260528.968750 Penalty: 2726.246338
	Iteration 26Q: 3 clusters Score -260529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -260529.453125 Penalty: 2726.246338
	Iteration 27Q: 3 clusters Score -260529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -260529.531250 Penalty: 2726.246338
	Iteration 28Q: 3 clusters Score -260529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -260531.015625 Penalty: 2726.246338
	Iteration 29Q: 3 clusters Score -260531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -260532.250000 Penalty: 2726.246338
	Iteration 30Q: 3 clusters Score -260532.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -260534.406250 Penalty: 2726.246338
	Iteration 31Q: 3 clusters Score -260534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -260535.453125 Penalty: 2726.246338
	Iteration 32Q: 3 clusters Score -260535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -260536.843750 Penalty: 2726.246338
	Iteration 33Q: 3 clusters Score -260536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -260537.890625 Penalty: 2726.246338
	Iteration 34Q: 3 clusters Score -260537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -260539.093750 Penalty: 2726.246338
	Iteration 35Q: 3 clusters Score -260539.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -260541.156250 Penalty: 2726.246338
	Iteration 36Q: 3 clusters Score -260541.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -260543.250000 Penalty: 2726.246338
	Iteration 37Q: 3 clusters Score -260543.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -260544.500000 Penalty: 2726.246338
	Iteration 38Q: 3 clusters Score -260544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -260545.015625 Penalty: 2726.246338
	Iteration 39Q: 3 clusters Score -260545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -260545.390625 Penalty: 2726.246338
	Iteration 40F: 3 clusters Score -260545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -260545.640625 Penalty: 2726.246338
	Iteration 41Q: 3 clusters Score -260545.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -260545.515625 Penalty: 2726.246338
	Iteration 42Q: 3 clusters Score -260545.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -260545.515625 Penalty: 2726.246338
	Iteration 43F: 3 clusters Score -260545.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Entering Unmasked Estep 
Score: -2942456.250000 Penalty: 1781.540283
	Iteration 0F: 2 clusters Score -2942456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -2903997.250000 Penalty: 3563.080566
	Iteration 0F: 3 clusters Score -2903997 nChanged 27198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -2919319.500000 Penalty: 3563.080566
	Iteration 1F: 3 clusters Score -2919320 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -2919986.500000 Penalty: 3563.080566
	Iteration 2Q: 3 clusters Score -2919986 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -2920866.250000 Penalty: 3563.080566
	Iteration 3Q: 3 clusters Score -2920866 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -2922021.500000 Penalty: 3563.080566
	Iteration 4Q: 3 clusters Score -2922022 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -2923500.250000 Penalty: 3563.080566
	Iteration 5Q: 3 clusters Score -2923500 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -2925424.000000 Penalty: 3563.080566
	Iteration 6F: 3 clusters Score -2925424 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -2928017.750000 Penalty: 3563.080566
	Iteration 7F: 3 clusters Score -2928018 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -2931025.250000 Penalty: 3563.080566
	Iteration 8F: 3 clusters Score -2931025 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -2933725.000000 Penalty: 3563.080566
	Iteration 9F: 3 clusters Score -2933725 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -2935798.250000 Penalty: 3563.080566
	Iteration 10Q: 3 clusters Score -2935798 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -2937241.250000 Penalty: 3563.080566
	Iteration 11Q: 3 clusters Score -2937241 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -2938266.500000 Penalty: 3563.080566
	Iteration 12Q: 3 clusters Score -2938266 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -2939067.250000 Penalty: 3563.080566
	Iteration 13Q: 3 clusters Score -2939067 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -2939670.750000 Penalty: 3563.080566
	Iteration 14Q: 3 clusters Score -2939671 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -2940128.000000 Penalty: 3563.080566
	Iteration 15Q: 3 clusters Score -2940128 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -2940512.750000 Penalty: 3563.080566
	Iteration 16Q: 3 clusters Score -2940513 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -2940793.750000 Penalty: 3563.080566
	Iteration 17Q: 3 clusters Score -2940794 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -2941065.250000 Penalty: 3563.080566
	Iteration 18Q: 3 clusters Score -2941065 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -2941316.750000 Penalty: 3563.080566
	Iteration 19Q: 3 clusters Score -2941317 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -2941551.750000 Penalty: 3563.080566
	Iteration 20F: 3 clusters Score -2941552 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -2941696.000000 Penalty: 3563.080566
	Iteration 21Q: 3 clusters Score -2941696 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -2941773.000000 Penalty: 3563.080566
	Iteration 22Q: 3 clusters Score -2941773 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -2941833.250000 Penalty: 3563.080566
	Iteration 23Q: 3 clusters Score -2941833 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -2941874.000000 Penalty: 3563.080566
	Iteration 24Q: 3 clusters Score -2941874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -2941900.500000 Penalty: 3563.080566
	Iteration 25Q: 3 clusters Score -2941900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -2941918.000000 Penalty: 3563.080566
	Iteration 26Q: 3 clusters Score -2941918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -2941935.500000 Penalty: 3563.080566
	Iteration 27Q: 3 clusters Score -2941936 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -2941953.000000 Penalty: 3563.080566
	Iteration 28Q: 3 clusters Score -2941953 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -2941972.250000 Penalty: 3563.080566
	Iteration 29Q: 3 clusters Score -2941972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -2941987.750000 Penalty: 3563.080566
	Iteration 30Q: 3 clusters Score -2941988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -2941986.250000 Penalty: 3563.080566
	Iteration 31Q: 3 clusters Score -2941986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -2941999.500000 Penalty: 3563.080566
	Iteration 32Q: 3 clusters Score -2942000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -2942006.500000 Penalty: 3563.080566
	Iteration 33Q: 3 clusters Score -2942006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -2942009.500000 Penalty: 3563.080566
	Iteration 34Q: 3 clusters Score -2942010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -2942007.500000 Penalty: 3563.080566
	Iteration 35Q: 3 clusters Score -2942008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -2942013.500000 Penalty: 3563.080566
	Iteration 36Q: 3 clusters Score -2942014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -2942021.750000 Penalty: 3563.080566
	Iteration 37Q: 3 clusters Score -2942022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -2942025.250000 Penalty: 3563.080566
	Iteration 38Q: 3 clusters Score -2942025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -2942028.750000 Penalty: 3563.080566
	Iteration 39Q: 3 clusters Score -2942029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -2942030.500000 Penalty: 3563.080566
	Iteration 40F: 3 clusters Score -2942030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -2942038.750000 Penalty: 3563.080566
	Iteration 41Q: 3 clusters Score -2942039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -2942043.000000 Penalty: 3563.080566
	Iteration 42Q: 3 clusters Score -2942043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -2942048.000000 Penalty: 3563.080566
	Iteration 43Q: 3 clusters Score -2942048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -2942052.250000 Penalty: 3563.080566
	Iteration 44Q: 3 clusters Score -2942052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -2942059.000000 Penalty: 3563.080566
	Iteration 45Q: 3 clusters Score -2942059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -2942060.000000 Penalty: 3563.080566
	Iteration 46Q: 3 clusters Score -2942060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -2942062.500000 Penalty: 3563.080566
	Iteration 47Q: 3 clusters Score -2942062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -2942064.000000 Penalty: 3563.080566
	Iteration 48Q: 3 clusters Score -2942064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -2942064.000000 Penalty: 3563.080566
	Iteration 49Q: 3 clusters Score -2942064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -2942065.750000 Penalty: 3563.080566
	Iteration 50Q: 3 clusters Score -2942066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -2942063.250000 Penalty: 3563.080566
	Iteration 51Q: 3 clusters Score -2942063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -2942060.250000 Penalty: 3563.080566
	Iteration 52Q: 3 clusters Score -2942060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -2942060.250000 Penalty: 3563.080566
	Iteration 53Q: 3 clusters Score -2942060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -2942059.750000 Penalty: 3563.080566
	Iteration 54Q: 3 clusters Score -2942060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -2942066.250000 Penalty: 3563.080566
	Iteration 55Q: 3 clusters Score -2942066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -2942066.500000 Penalty: 3563.080566
	Iteration 56Q: 3 clusters Score -2942066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -2942068.000000 Penalty: 3563.080566
	Iteration 57Q: 3 clusters Score -2942068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -2942069.250000 Penalty: 3563.080566
	Iteration 58Q: 3 clusters Score -2942069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -2942069.250000 Penalty: 3563.080566
	Iteration 59F: 3 clusters Score -2942069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Entering Unmasked Estep 
Score: -750721.125000 Penalty: 1542.630493
	Iteration 0F: 2 clusters Score -750721.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -741429.687500 Penalty: 3085.260986
	Iteration 0F: 3 clusters Score -741429.7 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -744723.750000 Penalty: 3085.260986
	Iteration 1F: 3 clusters Score -744723.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -745137.562500 Penalty: 3085.260986
	Iteration 2F: 3 clusters Score -745137.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -745549.250000 Penalty: 3085.260986
	Iteration 3F: 3 clusters Score -745549.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -745973.062500 Penalty: 3085.260986
	Iteration 4F: 3 clusters Score -745973.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -746471.312500 Penalty: 3085.260986
	Iteration 5F: 3 clusters Score -746471.3 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -747106.375000 Penalty: 3085.260986
	Iteration 6F: 3 clusters Score -747106.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -747786.062500 Penalty: 3085.260986
	Iteration 7F: 3 clusters Score -747786.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -748490.125000 Penalty: 3085.260986
	Iteration 8F: 3 clusters Score -748490.1 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -749158.937500 Penalty: 3085.260986
	Iteration 9F: 3 clusters Score -749158.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -749630.750000 Penalty: 3085.260986
	Iteration 10Q: 3 clusters Score -749630.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -749886.125000 Penalty: 3085.260986
	Iteration 11Q: 3 clusters Score -749886.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -750015.312500 Penalty: 3085.260986
	Iteration 12Q: 3 clusters Score -750015.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -750080.375000 Penalty: 3085.260986
	Iteration 13Q: 3 clusters Score -750080.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -750138.187500 Penalty: 3085.260986
	Iteration 14Q: 3 clusters Score -750138.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -750188.562500 Penalty: 3085.260986
	Iteration 15Q: 3 clusters Score -750188.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -750228.750000 Penalty: 3085.260986
	Iteration 16Q: 3 clusters Score -750228.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -750266.812500 Penalty: 3085.260986
	Iteration 17Q: 3 clusters Score -750266.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -750305.937500 Penalty: 3085.260986
	Iteration 18Q: 3 clusters Score -750305.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -750349.937500 Penalty: 3085.260986
	Iteration 19Q: 3 clusters Score -750349.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -750395.687500 Penalty: 3085.260986
	Iteration 20F: 3 clusters Score -750395.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -750437.687500 Penalty: 3085.260986
	Iteration 21Q: 3 clusters Score -750437.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -750472.375000 Penalty: 3085.260986
	Iteration 22Q: 3 clusters Score -750472.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -750505.937500 Penalty: 3085.260986
	Iteration 23Q: 3 clusters Score -750505.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -750530.625000 Penalty: 3085.260986
	Iteration 24Q: 3 clusters Score -750530.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -750547.937500 Penalty: 3085.260986
	Iteration 25Q: 3 clusters Score -750547.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -750563.812500 Penalty: 3085.260986
	Iteration 26Q: 3 clusters Score -750563.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -750574.812500 Penalty: 3085.260986
	Iteration 27Q: 3 clusters Score -750574.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -750582.062500 Penalty: 3085.260986
	Iteration 28Q: 3 clusters Score -750582.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -750587.625000 Penalty: 3085.260986
	Iteration 29Q: 3 clusters Score -750587.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -750593.062500 Penalty: 3085.260986
	Iteration 30Q: 3 clusters Score -750593.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -750595.687500 Penalty: 3085.260986
	Iteration 31Q: 3 clusters Score -750595.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -750597.125000 Penalty: 3085.260986
	Iteration 32Q: 3 clusters Score -750597.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -750599.250000 Penalty: 3085.260986
	Iteration 33Q: 3 clusters Score -750599.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -750603.312500 Penalty: 3085.260986
	Iteration 34Q: 3 clusters Score -750603.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -750610.437500 Penalty: 3085.260986
	Iteration 35Q: 3 clusters Score -750610.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -750610.812500 Penalty: 3085.260986
	Iteration 36Q: 3 clusters Score -750610.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -750615.375000 Penalty: 3085.260986
	Iteration 37Q: 3 clusters Score -750615.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -750618.937500 Penalty: 3085.260986
	Iteration 38Q: 3 clusters Score -750618.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -750623.687500 Penalty: 3085.260986
	Iteration 39Q: 3 clusters Score -750623.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -750627.250000 Penalty: 3085.260986
	Iteration 40F: 3 clusters Score -750627.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -750628.437500 Penalty: 3085.260986
	Iteration 41Q: 3 clusters Score -750628.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -750634.937500 Penalty: 3085.260986
	Iteration 42Q: 3 clusters Score -750634.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -750639.937500 Penalty: 3085.260986
	Iteration 43Q: 3 clusters Score -750639.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -750644.750000 Penalty: 3085.260986
	Iteration 44Q: 3 clusters Score -750644.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -750646.812500 Penalty: 3085.260986
	Iteration 45Q: 3 clusters Score -750646.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -750650.500000 Penalty: 3085.260986
	Iteration 46Q: 3 clusters Score -750650.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -750650.437500 Penalty: 3085.260986
	Iteration 47Q: 3 clusters Score -750650.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -750653.000000 Penalty: 3085.260986
	Iteration 48Q: 3 clusters Score -750653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -750654.625000 Penalty: 3085.260986
	Iteration 49Q: 3 clusters Score -750654.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -750656.250000 Penalty: 3085.260986
	Iteration 50Q: 3 clusters Score -750656.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -750657.562500 Penalty: 3085.260986
	Iteration 51Q: 3 clusters Score -750657.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -750658.625000 Penalty: 3085.260986
	Iteration 52Q: 3 clusters Score -750658.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -750657.312500 Penalty: 3085.260986
	Iteration 53Q: 3 clusters Score -750657.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -750662.000000 Penalty: 3085.260986
	Iteration 54Q: 3 clusters Score -750662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -750666.437500 Penalty: 3085.260986
	Iteration 55Q: 3 clusters Score -750666.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -750665.875000 Penalty: 3085.260986
	Iteration 56Q: 3 clusters Score -750665.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -750669.250000 Penalty: 3085.260986
	Iteration 57Q: 3 clusters Score -750669.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -750674.812500 Penalty: 3085.260986
	Iteration 58Q: 3 clusters Score -750674.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -750680.187500 Penalty: 3085.260986
	Iteration 59Q: 3 clusters Score -750680.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -750682.750000 Penalty: 3085.260986
	Iteration 60F: 3 clusters Score -750682.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -750687.250000 Penalty: 3085.260986
	Iteration 61Q: 3 clusters Score -750687.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -750688.375000 Penalty: 3085.260986
	Iteration 62Q: 3 clusters Score -750688.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -750691.500000 Penalty: 3085.260986
	Iteration 63Q: 3 clusters Score -750691.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -750691.375000 Penalty: 3085.260986
	Iteration 64Q: 3 clusters Score -750691.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -750694.125000 Penalty: 3085.260986
	Iteration 65Q: 3 clusters Score -750694.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -750695.062500 Penalty: 3085.260986
	Iteration 66Q: 3 clusters Score -750695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -750696.437500 Penalty: 3085.260986
	Iteration 67Q: 3 clusters Score -750696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -750699.437500 Penalty: 3085.260986
	Iteration 68Q: 3 clusters Score -750699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -750697.250000 Penalty: 3085.260986
	Iteration 69Q: 3 clusters Score -750697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -750698.312500 Penalty: 3085.260986
	Iteration 70Q: 3 clusters Score -750698.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -750695.562500 Penalty: 3085.260986
	Iteration 71Q: 3 clusters Score -750695.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -750697.375000 Penalty: 3085.260986
	Iteration 72Q: 3 clusters Score -750697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -750696.875000 Penalty: 3085.260986
	Iteration 73Q: 3 clusters Score -750696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -750697.062500 Penalty: 3085.260986
	Iteration 74Q: 3 clusters Score -750697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -750697.562500 Penalty: 3085.260986
	Iteration 75Q: 3 clusters Score -750697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -750697.750000 Penalty: 3085.260986
	Iteration 76Q: 3 clusters Score -750697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -750697.750000 Penalty: 3085.260986
	Iteration 77F: 3 clusters Score -750697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Entering Unmasked Estep 
Score: -487449.187500 Penalty: 1479.577271
	Iteration 0F: 2 clusters Score -487449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -480901.875000 Penalty: 2959.154541
	Iteration 0F: 3 clusters Score -480901.9 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -483284.687500 Penalty: 2959.154541
	Iteration 1F: 3 clusters Score -483284.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -484024.406250 Penalty: 2959.154541
	Iteration 2F: 3 clusters Score -484024.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -484960.312500 Penalty: 2959.154541
	Iteration 3F: 3 clusters Score -484960.3 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -485847.156250 Penalty: 2959.154541
	Iteration 4F: 3 clusters Score -485847.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -486479.125000 Penalty: 2959.154541
	Iteration 5F: 3 clusters Score -486479.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -486861.000000 Penalty: 2959.154541
	Iteration 6F: 3 clusters Score -486861 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -487091.156250 Penalty: 2959.154541
	Iteration 7Q: 3 clusters Score -487091.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -487281.031250 Penalty: 2959.154541
	Iteration 8Q: 3 clusters Score -487281 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -487406.343750 Penalty: 2959.154541
	Iteration 9Q: 3 clusters Score -487406.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -487475.812500 Penalty: 2959.154541
	Iteration 10Q: 3 clusters Score -487475.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -487518.656250 Penalty: 2959.154541
	Iteration 11Q: 3 clusters Score -487518.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -487546.593750 Penalty: 2959.154541
	Iteration 12Q: 3 clusters Score -487546.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -487565.562500 Penalty: 2959.154541
	Iteration 13Q: 3 clusters Score -487565.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -487581.000000 Penalty: 2959.154541
	Iteration 14Q: 3 clusters Score -487581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -487589.812500 Penalty: 2959.154541
	Iteration 15Q: 3 clusters Score -487589.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -487594.968750 Penalty: 2959.154541
	Iteration 16Q: 3 clusters Score -487595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -487598.968750 Penalty: 2959.154541
	Iteration 17Q: 3 clusters Score -487599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -487603.406250 Penalty: 2959.154541
	Iteration 18Q: 3 clusters Score -487603.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -487606.500000 Penalty: 2959.154541
	Iteration 19Q: 3 clusters Score -487606.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -487608.218750 Penalty: 2959.154541
	Iteration 20F: 3 clusters Score -487608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -487608.781250 Penalty: 2959.154541
	Iteration 21Q: 3 clusters Score -487608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -487609.375000 Penalty: 2959.154541
	Iteration 22Q: 3 clusters Score -487609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -487610.031250 Penalty: 2959.154541
	Iteration 23Q: 3 clusters Score -487610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -487609.531250 Penalty: 2959.154541
	Iteration 24Q: 3 clusters Score -487609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -487609.343750 Penalty: 2959.154541
	Iteration 25Q: 3 clusters Score -487609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -487610.187500 Penalty: 2959.154541
	Iteration 26Q: 3 clusters Score -487610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -487610.031250 Penalty: 2959.154541
	Iteration 27Q: 3 clusters Score -487610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -487610.031250 Penalty: 2959.154541
	Iteration 28F: 3 clusters Score -487610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 34813 members 
Mstep: Class 3 contains 143741 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57718 members 
Mstep: Class 6 contains 13268 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 11797 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14148 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106477 members 
Mstep: Class 17 contains 88859 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 17651 members 
Mstep: Class 20 contains 9460 members 
Mstep: Class 21 contains 11207 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2684 members 
Mstep: Class 28 contains 9098 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4770 members 
Mstep: Class 31 contains 2807 members 
Mstep: Class 32 contains 6680 members 
Entering Unmasked Estep 
Score: -34145160.000000 Penalty: 69384.421875
Splitting cluster 7 changes total score from -34145624.000000 to -34145160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (11797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Entering Unmasked Estep 
Score: -688463.062500 Penalty: 1523.535156
	Iteration 0F: 2 clusters Score -688463.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -680151.000000 Penalty: 3047.070312
	Iteration 0F: 3 clusters Score -680151 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -682930.812500 Penalty: 3047.070312
	Iteration 1F: 3 clusters Score -682930.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -683243.187500 Penalty: 3047.070312
	Iteration 2F: 3 clusters Score -683243.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -683497.812500 Penalty: 3047.070312
	Iteration 3F: 3 clusters Score -683497.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -683712.312500 Penalty: 3047.070312
	Iteration 4Q: 3 clusters Score -683712.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -683921.937500 Penalty: 3047.070312
	Iteration 5Q: 3 clusters Score -683921.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -684135.625000 Penalty: 3047.070312
	Iteration 6Q: 3 clusters Score -684135.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -684345.187500 Penalty: 3047.070312
	Iteration 7Q: 3 clusters Score -684345.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -684550.500000 Penalty: 3047.070312
	Iteration 8Q: 3 clusters Score -684550.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -684759.125000 Penalty: 3047.070312
	Iteration 9Q: 3 clusters Score -684759.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -684965.562500 Penalty: 3047.070312
	Iteration 10Q: 3 clusters Score -684965.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -685154.687500 Penalty: 3047.070312
	Iteration 11Q: 3 clusters Score -685154.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -685367.937500 Penalty: 3047.070312
	Iteration 12Q: 3 clusters Score -685367.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -685535.000000 Penalty: 3047.070312
	Iteration 13Q: 3 clusters Score -685535 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -685646.125000 Penalty: 3047.070312
	Iteration 14Q: 3 clusters Score -685646.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -685751.312500 Penalty: 3047.070312
	Iteration 15Q: 3 clusters Score -685751.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -685860.375000 Penalty: 3047.070312
	Iteration 16Q: 3 clusters Score -685860.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -685943.187500 Penalty: 3047.070312
	Iteration 17Q: 3 clusters Score -685943.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -686017.250000 Penalty: 3047.070312
	Iteration 18Q: 3 clusters Score -686017.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -686096.875000 Penalty: 3047.070312
	Iteration 19Q: 3 clusters Score -686096.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -686190.875000 Penalty: 3047.070312
	Iteration 20F: 3 clusters Score -686190.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -686267.812500 Penalty: 3047.070312
	Iteration 21Q: 3 clusters Score -686267.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -686346.375000 Penalty: 3047.070312
	Iteration 22Q: 3 clusters Score -686346.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -686436.875000 Penalty: 3047.070312
	Iteration 23Q: 3 clusters Score -686436.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -686532.187500 Penalty: 3047.070312
	Iteration 24Q: 3 clusters Score -686532.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -686626.125000 Penalty: 3047.070312
	Iteration 25Q: 3 clusters Score -686626.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -686702.875000 Penalty: 3047.070312
	Iteration 26Q: 3 clusters Score -686702.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -686761.750000 Penalty: 3047.070312
	Iteration 27Q: 3 clusters Score -686761.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -686813.625000 Penalty: 3047.070312
	Iteration 28Q: 3 clusters Score -686813.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -686860.125000 Penalty: 3047.070312
	Iteration 29Q: 3 clusters Score -686860.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -686903.187500 Penalty: 3047.070312
	Iteration 30Q: 3 clusters Score -686903.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -686947.062500 Penalty: 3047.070312
	Iteration 31Q: 3 clusters Score -686947.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -686982.625000 Penalty: 3047.070312
	Iteration 32Q: 3 clusters Score -686982.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -687008.625000 Penalty: 3047.070312
	Iteration 33Q: 3 clusters Score -687008.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -687040.562500 Penalty: 3047.070312
	Iteration 34Q: 3 clusters Score -687040.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -687068.687500 Penalty: 3047.070312
	Iteration 35Q: 3 clusters Score -687068.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -687082.312500 Penalty: 3047.070312
	Iteration 36Q: 3 clusters Score -687082.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -687093.812500 Penalty: 3047.070312
	Iteration 37Q: 3 clusters Score -687093.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -687100.625000 Penalty: 3047.070312
	Iteration 38Q: 3 clusters Score -687100.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -687111.500000 Penalty: 3047.070312
	Iteration 39Q: 3 clusters Score -687111.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -687116.000000 Penalty: 3047.070312
	Iteration 40F: 3 clusters Score -687116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -687120.562500 Penalty: 3047.070312
	Iteration 41Q: 3 clusters Score -687120.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -687127.312500 Penalty: 3047.070312
	Iteration 42Q: 3 clusters Score -687127.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -687133.375000 Penalty: 3047.070312
	Iteration 43Q: 3 clusters Score -687133.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -687136.562500 Penalty: 3047.070312
	Iteration 44Q: 3 clusters Score -687136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -687140.687500 Penalty: 3047.070312
	Iteration 45Q: 3 clusters Score -687140.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -687143.250000 Penalty: 3047.070312
	Iteration 46Q: 3 clusters Score -687143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -687145.062500 Penalty: 3047.070312
	Iteration 47Q: 3 clusters Score -687145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -687145.500000 Penalty: 3047.070312
	Iteration 48Q: 3 clusters Score -687145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -687145.312500 Penalty: 3047.070312
	Iteration 49Q: 3 clusters Score -687145.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -687145.312500 Penalty: 3047.070312
	Iteration 50F: 3 clusters Score -687145.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -156487.062500 Penalty: 1292.756592
	Iteration 0F: 2 clusters Score -156487.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -153889.421875 Penalty: 2585.513184
	Iteration 0F: 3 clusters Score -153889.4 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -154606.375000 Penalty: 2585.513184
	Iteration 1F: 3 clusters Score -154606.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -154786.109375 Penalty: 2585.513184
	Iteration 2F: 3 clusters Score -154786.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -154930.078125 Penalty: 2585.513184
	Iteration 3F: 3 clusters Score -154930.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -155060.484375 Penalty: 2585.513184
	Iteration 4Q: 3 clusters Score -155060.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -155143.328125 Penalty: 2585.513184
	Iteration 5Q: 3 clusters Score -155143.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -155197.953125 Penalty: 2585.513184
	Iteration 6Q: 3 clusters Score -155198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -155245.718750 Penalty: 2585.513184
	Iteration 7Q: 3 clusters Score -155245.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -155281.406250 Penalty: 2585.513184
	Iteration 8Q: 3 clusters Score -155281.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -155302.296875 Penalty: 2585.513184
	Iteration 9Q: 3 clusters Score -155302.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -155319.578125 Penalty: 2585.513184
	Iteration 10Q: 3 clusters Score -155319.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -155331.906250 Penalty: 2585.513184
	Iteration 11Q: 3 clusters Score -155331.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -155339.296875 Penalty: 2585.513184
	Iteration 12Q: 3 clusters Score -155339.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -155345.734375 Penalty: 2585.513184
	Iteration 13Q: 3 clusters Score -155345.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -155350.062500 Penalty: 2585.513184
	Iteration 14Q: 3 clusters Score -155350.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -155354.468750 Penalty: 2585.513184
	Iteration 15Q: 3 clusters Score -155354.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -155358.656250 Penalty: 2585.513184
	Iteration 16Q: 3 clusters Score -155358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -155362.937500 Penalty: 2585.513184
	Iteration 17Q: 3 clusters Score -155362.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -155369.500000 Penalty: 2585.513184
	Iteration 18Q: 3 clusters Score -155369.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -155375.718750 Penalty: 2585.513184
	Iteration 19Q: 3 clusters Score -155375.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -155380.984375 Penalty: 2585.513184
	Iteration 20F: 3 clusters Score -155381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -155384.156250 Penalty: 2585.513184
	Iteration 21Q: 3 clusters Score -155384.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -155386.359375 Penalty: 2585.513184
	Iteration 22Q: 3 clusters Score -155386.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -155388.875000 Penalty: 2585.513184
	Iteration 23Q: 3 clusters Score -155388.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -155395.015625 Penalty: 2585.513184
	Iteration 24Q: 3 clusters Score -155395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -155400.406250 Penalty: 2585.513184
	Iteration 25Q: 3 clusters Score -155400.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -155404.546875 Penalty: 2585.513184
	Iteration 26Q: 3 clusters Score -155404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -155406.390625 Penalty: 2585.513184
	Iteration 27Q: 3 clusters Score -155406.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -155409.203125 Penalty: 2585.513184
	Iteration 28Q: 3 clusters Score -155409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -155410.484375 Penalty: 2585.513184
	Iteration 29Q: 3 clusters Score -155410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -155412.875000 Penalty: 2585.513184
	Iteration 30Q: 3 clusters Score -155412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -155415.406250 Penalty: 2585.513184
	Iteration 31Q: 3 clusters Score -155415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -155417.578125 Penalty: 2585.513184
	Iteration 32Q: 3 clusters Score -155417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -155418.687500 Penalty: 2585.513184
	Iteration 33Q: 3 clusters Score -155418.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -155419.515625 Penalty: 2585.513184
	Iteration 34Q: 3 clusters Score -155419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -155420.421875 Penalty: 2585.513184
	Iteration 35Q: 3 clusters Score -155420.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -155423.046875 Penalty: 2585.513184
	Iteration 36Q: 3 clusters Score -155423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -155423.750000 Penalty: 2585.513184
	Iteration 37Q: 3 clusters Score -155423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -155426.109375 Penalty: 2585.513184
	Iteration 38Q: 3 clusters Score -155426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -155428.234375 Penalty: 2585.513184
	Iteration 39Q: 3 clusters Score -155428.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -155429.093750 Penalty: 2585.513184
	Iteration 40F: 3 clusters Score -155429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -155429.765625 Penalty: 2585.513184
	Iteration 41Q: 3 clusters Score -155429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155429.921875 Penalty: 2585.513184
	Iteration 42Q: 3 clusters Score -155429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -155430.468750 Penalty: 2585.513184
	Iteration 43Q: 3 clusters Score -155430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155430.765625 Penalty: 2585.513184
	Iteration 44Q: 3 clusters Score -155430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -155431.031250 Penalty: 2585.513184
	Iteration 45Q: 3 clusters Score -155431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -155431.375000 Penalty: 2585.513184
	Iteration 46Q: 3 clusters Score -155431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -155431.453125 Penalty: 2585.513184
	Iteration 47Q: 3 clusters Score -155431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -155431.812500 Penalty: 2585.513184
	Iteration 48Q: 3 clusters Score -155431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -155431.812500 Penalty: 2585.513184
	Iteration 49F: 3 clusters Score -155431.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Entering Unmasked Estep 
Score: -287667.000000 Penalty: 1384.108887
	Iteration 0F: 2 clusters Score -287667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -283630.500000 Penalty: 2768.217773
	Iteration 0F: 3 clusters Score -283630.5 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -284761.375000 Penalty: 2768.217773
	Iteration 1F: 3 clusters Score -284761.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -285000.250000 Penalty: 2768.217773
	Iteration 2F: 3 clusters Score -285000.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -285174.906250 Penalty: 2768.217773
	Iteration 3F: 3 clusters Score -285174.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -285351.062500 Penalty: 2768.217773
	Iteration 4Q: 3 clusters Score -285351.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -285497.875000 Penalty: 2768.217773
	Iteration 5Q: 3 clusters Score -285497.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -285615.875000 Penalty: 2768.217773
	Iteration 6Q: 3 clusters Score -285615.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -285726.843750 Penalty: 2768.217773
	Iteration 7Q: 3 clusters Score -285726.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -285801.281250 Penalty: 2768.217773
	Iteration 8Q: 3 clusters Score -285801.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -285890.750000 Penalty: 2768.217773
	Iteration 9Q: 3 clusters Score -285890.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -285967.531250 Penalty: 2768.217773
	Iteration 10Q: 3 clusters Score -285967.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -286022.031250 Penalty: 2768.217773
	Iteration 11Q: 3 clusters Score -286022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -286064.281250 Penalty: 2768.217773
	Iteration 12Q: 3 clusters Score -286064.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -286094.062500 Penalty: 2768.217773
	Iteration 13Q: 3 clusters Score -286094.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -286123.125000 Penalty: 2768.217773
	Iteration 14Q: 3 clusters Score -286123.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -286148.343750 Penalty: 2768.217773
	Iteration 15Q: 3 clusters Score -286148.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -286165.812500 Penalty: 2768.217773
	Iteration 16Q: 3 clusters Score -286165.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -286176.718750 Penalty: 2768.217773
	Iteration 17Q: 3 clusters Score -286176.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -286192.218750 Penalty: 2768.217773
	Iteration 18Q: 3 clusters Score -286192.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -286205.687500 Penalty: 2768.217773
	Iteration 19Q: 3 clusters Score -286205.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -286218.781250 Penalty: 2768.217773
	Iteration 20F: 3 clusters Score -286218.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -286229.000000 Penalty: 2768.217773
	Iteration 21Q: 3 clusters Score -286229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -286239.937500 Penalty: 2768.217773
	Iteration 22Q: 3 clusters Score -286239.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -286249.375000 Penalty: 2768.217773
	Iteration 23Q: 3 clusters Score -286249.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -286258.156250 Penalty: 2768.217773
	Iteration 24Q: 3 clusters Score -286258.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -286266.687500 Penalty: 2768.217773
	Iteration 25Q: 3 clusters Score -286266.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -286274.656250 Penalty: 2768.217773
	Iteration 26Q: 3 clusters Score -286274.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -286286.343750 Penalty: 2768.217773
	Iteration 27Q: 3 clusters Score -286286.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -286296.093750 Penalty: 2768.217773
	Iteration 28Q: 3 clusters Score -286296.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -286304.750000 Penalty: 2768.217773
	Iteration 29Q: 3 clusters Score -286304.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -286313.750000 Penalty: 2768.217773
	Iteration 30Q: 3 clusters Score -286313.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -286319.593750 Penalty: 2768.217773
	Iteration 31Q: 3 clusters Score -286319.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -286324.968750 Penalty: 2768.217773
	Iteration 32Q: 3 clusters Score -286325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -286330.250000 Penalty: 2768.217773
	Iteration 33Q: 3 clusters Score -286330.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -286337.500000 Penalty: 2768.217773
	Iteration 34Q: 3 clusters Score -286337.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -286343.843750 Penalty: 2768.217773
	Iteration 35Q: 3 clusters Score -286343.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -286350.187500 Penalty: 2768.217773
	Iteration 36Q: 3 clusters Score -286350.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -286360.156250 Penalty: 2768.217773
	Iteration 37Q: 3 clusters Score -286360.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -286370.875000 Penalty: 2768.217773
	Iteration 38Q: 3 clusters Score -286370.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -286374.593750 Penalty: 2768.217773
	Iteration 39Q: 3 clusters Score -286374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -286376.875000 Penalty: 2768.217773
	Iteration 40F: 3 clusters Score -286376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -286378.031250 Penalty: 2768.217773
	Iteration 41Q: 3 clusters Score -286378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -286379.250000 Penalty: 2768.217773
	Iteration 42Q: 3 clusters Score -286379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -286379.687500 Penalty: 2768.217773
	Iteration 43Q: 3 clusters Score -286379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -286380.812500 Penalty: 2768.217773
	Iteration 44Q: 3 clusters Score -286380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -286382.750000 Penalty: 2768.217773
	Iteration 45Q: 3 clusters Score -286382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -286384.062500 Penalty: 2768.217773
	Iteration 46Q: 3 clusters Score -286384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -286385.937500 Penalty: 2768.217773
	Iteration 47Q: 3 clusters Score -286385.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -286387.906250 Penalty: 2768.217773
	Iteration 48Q: 3 clusters Score -286387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -286389.812500 Penalty: 2768.217773
	Iteration 49Q: 3 clusters Score -286389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -286391.062500 Penalty: 2768.217773
	Iteration 50Q: 3 clusters Score -286391.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -286392.281250 Penalty: 2768.217773
	Iteration 51Q: 3 clusters Score -286392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -286393.812500 Penalty: 2768.217773
	Iteration 52Q: 3 clusters Score -286393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -286394.625000 Penalty: 2768.217773
	Iteration 53Q: 3 clusters Score -286394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -286394.625000 Penalty: 2768.217773
	Iteration 54F: 3 clusters Score -286394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -179352.109375 Penalty: 1345.985596
	Iteration 0F: 2 clusters Score -179352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -176009.843750 Penalty: 2691.971191
	Iteration 0F: 3 clusters Score -176009.8 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -176975.609375 Penalty: 2691.971191
	Iteration 1F: 3 clusters Score -176975.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -177182.812500 Penalty: 2691.971191
	Iteration 2F: 3 clusters Score -177182.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -177335.859375 Penalty: 2691.971191
	Iteration 3F: 3 clusters Score -177335.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -177446.156250 Penalty: 2691.971191
	Iteration 4Q: 3 clusters Score -177446.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -177546.062500 Penalty: 2691.971191
	Iteration 5Q: 3 clusters Score -177546.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -177617.296875 Penalty: 2691.971191
	Iteration 6Q: 3 clusters Score -177617.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -177681.687500 Penalty: 2691.971191
	Iteration 7Q: 3 clusters Score -177681.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -177755.312500 Penalty: 2691.971191
	Iteration 8Q: 3 clusters Score -177755.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -177834.406250 Penalty: 2691.971191
	Iteration 9Q: 3 clusters Score -177834.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -177912.828125 Penalty: 2691.971191
	Iteration 10Q: 3 clusters Score -177912.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -177988.250000 Penalty: 2691.971191
	Iteration 11Q: 3 clusters Score -177988.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -178055.078125 Penalty: 2691.971191
	Iteration 12Q: 3 clusters Score -178055.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -178115.421875 Penalty: 2691.971191
	Iteration 13Q: 3 clusters Score -178115.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -178167.046875 Penalty: 2691.971191
	Iteration 14Q: 3 clusters Score -178167 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -178206.343750 Penalty: 2691.971191
	Iteration 15Q: 3 clusters Score -178206.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -178244.203125 Penalty: 2691.971191
	Iteration 16Q: 3 clusters Score -178244.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -178277.500000 Penalty: 2691.971191
	Iteration 17Q: 3 clusters Score -178277.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -178308.484375 Penalty: 2691.971191
	Iteration 18Q: 3 clusters Score -178308.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -178335.750000 Penalty: 2691.971191
	Iteration 19Q: 3 clusters Score -178335.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -178359.765625 Penalty: 2691.971191
	Iteration 20F: 3 clusters Score -178359.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -178381.234375 Penalty: 2691.971191
	Iteration 21Q: 3 clusters Score -178381.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -178396.531250 Penalty: 2691.971191
	Iteration 22Q: 3 clusters Score -178396.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -178408.296875 Penalty: 2691.971191
	Iteration 23Q: 3 clusters Score -178408.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -178418.109375 Penalty: 2691.971191
	Iteration 24Q: 3 clusters Score -178418.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -178433.984375 Penalty: 2691.971191
	Iteration 25Q: 3 clusters Score -178434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -178451.890625 Penalty: 2691.971191
	Iteration 26Q: 3 clusters Score -178451.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -178463.593750 Penalty: 2691.971191
	Iteration 27Q: 3 clusters Score -178463.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -178479.234375 Penalty: 2691.971191
	Iteration 28Q: 3 clusters Score -178479.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -178492.593750 Penalty: 2691.971191
	Iteration 29Q: 3 clusters Score -178492.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -178505.937500 Penalty: 2691.971191
	Iteration 30Q: 3 clusters Score -178505.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -178516.046875 Penalty: 2691.971191
	Iteration 31Q: 3 clusters Score -178516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -178522.656250 Penalty: 2691.971191
	Iteration 32Q: 3 clusters Score -178522.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -178528.328125 Penalty: 2691.971191
	Iteration 33Q: 3 clusters Score -178528.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -178530.484375 Penalty: 2691.971191
	Iteration 34Q: 3 clusters Score -178530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -178532.171875 Penalty: 2691.971191
	Iteration 35Q: 3 clusters Score -178532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -178534.375000 Penalty: 2691.971191
	Iteration 36Q: 3 clusters Score -178534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -178535.984375 Penalty: 2691.971191
	Iteration 37Q: 3 clusters Score -178536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -178537.078125 Penalty: 2691.971191
	Iteration 38Q: 3 clusters Score -178537.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -178539.890625 Penalty: 2691.971191
	Iteration 39Q: 3 clusters Score -178539.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -178543.562500 Penalty: 2691.971191
	Iteration 40F: 3 clusters Score -178543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -178545.765625 Penalty: 2691.971191
	Iteration 41Q: 3 clusters Score -178545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -178546.734375 Penalty: 2691.971191
	Iteration 42Q: 3 clusters Score -178546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -178548.421875 Penalty: 2691.971191
	Iteration 43Q: 3 clusters Score -178548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -178548.703125 Penalty: 2691.971191
	Iteration 44Q: 3 clusters Score -178548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -178549.078125 Penalty: 2691.971191
	Iteration 45Q: 3 clusters Score -178549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -178549.078125 Penalty: 2691.971191
	Iteration 46F: 3 clusters Score -178549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Entering Unmasked Estep 
Score: -157856.968750 Penalty: 1298.578735
	Iteration 0F: 2 clusters Score -157857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -155171.171875 Penalty: 2597.157471
	Iteration 0F: 3 clusters Score -155171.2 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -155776.062500 Penalty: 2597.157471
	Iteration 1F: 3 clusters Score -155776.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -155939.578125 Penalty: 2597.157471
	Iteration 2F: 3 clusters Score -155939.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -156059.843750 Penalty: 2597.157471
	Iteration 3F: 3 clusters Score -156059.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -156178.625000 Penalty: 2597.157471
	Iteration 4Q: 3 clusters Score -156178.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -156305.000000 Penalty: 2597.157471
	Iteration 5Q: 3 clusters Score -156305 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -156446.828125 Penalty: 2597.157471
	Iteration 6Q: 3 clusters Score -156446.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -156558.031250 Penalty: 2597.157471
	Iteration 7Q: 3 clusters Score -156558 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -156668.000000 Penalty: 2597.157471
	Iteration 8Q: 3 clusters Score -156668 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -156768.734375 Penalty: 2597.157471
	Iteration 9Q: 3 clusters Score -156768.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -156848.843750 Penalty: 2597.157471
	Iteration 10Q: 3 clusters Score -156848.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -156921.000000 Penalty: 2597.157471
	Iteration 11Q: 3 clusters Score -156921 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -156988.515625 Penalty: 2597.157471
	Iteration 12Q: 3 clusters Score -156988.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -157059.750000 Penalty: 2597.157471
	Iteration 13Q: 3 clusters Score -157059.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -157138.406250 Penalty: 2597.157471
	Iteration 14Q: 3 clusters Score -157138.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -157231.656250 Penalty: 2597.157471
	Iteration 15Q: 3 clusters Score -157231.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -157305.421875 Penalty: 2597.157471
	Iteration 16Q: 3 clusters Score -157305.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -157353.515625 Penalty: 2597.157471
	Iteration 17Q: 3 clusters Score -157353.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -157383.078125 Penalty: 2597.157471
	Iteration 18Q: 3 clusters Score -157383.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -157411.250000 Penalty: 2597.157471
	Iteration 19Q: 3 clusters Score -157411.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -157437.156250 Penalty: 2597.157471
	Iteration 20F: 3 clusters Score -157437.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -157467.625000 Penalty: 2597.157471
	Iteration 21Q: 3 clusters Score -157467.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -157490.640625 Penalty: 2597.157471
	Iteration 22Q: 3 clusters Score -157490.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -157505.890625 Penalty: 2597.157471
	Iteration 23Q: 3 clusters Score -157505.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -157514.968750 Penalty: 2597.157471
	Iteration 24Q: 3 clusters Score -157515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -157523.046875 Penalty: 2597.157471
	Iteration 25Q: 3 clusters Score -157523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -157529.734375 Penalty: 2597.157471
	Iteration 26Q: 3 clusters Score -157529.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -157536.609375 Penalty: 2597.157471
	Iteration 27Q: 3 clusters Score -157536.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -157542.625000 Penalty: 2597.157471
	Iteration 28Q: 3 clusters Score -157542.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -157547.984375 Penalty: 2597.157471
	Iteration 29Q: 3 clusters Score -157548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -157552.859375 Penalty: 2597.157471
	Iteration 30Q: 3 clusters Score -157552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -157555.312500 Penalty: 2597.157471
	Iteration 31Q: 3 clusters Score -157555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -157555.953125 Penalty: 2597.157471
	Iteration 32Q: 3 clusters Score -157556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -157557.187500 Penalty: 2597.157471
	Iteration 33Q: 3 clusters Score -157557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -157557.953125 Penalty: 2597.157471
	Iteration 34Q: 3 clusters Score -157558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -157558.921875 Penalty: 2597.157471
	Iteration 35Q: 3 clusters Score -157558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -157559.953125 Penalty: 2597.157471
	Iteration 36Q: 3 clusters Score -157560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -157560.406250 Penalty: 2597.157471
	Iteration 37Q: 3 clusters Score -157560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -157560.453125 Penalty: 2597.157471
	Iteration 38Q: 3 clusters Score -157560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -157560.859375 Penalty: 2597.157471
	Iteration 39Q: 3 clusters Score -157560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -157560.859375 Penalty: 2597.157471
	Iteration 40F: 3 clusters Score -157560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -80693.273438 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -80693.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -78945.359375 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -78945.36 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -79261.273438 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -79261.27 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -79358.828125 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -79358.83 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -79418.078125 Penalty: 2359.441406
	Iteration 3Q: 3 clusters Score -79418.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -79461.664062 Penalty: 2359.441406
	Iteration 4Q: 3 clusters Score -79461.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -79490.585938 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -79490.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -79519.250000 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -79519.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -79551.382812 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -79551.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -79577.867188 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -79577.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -79606.812500 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -79606.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -79636.562500 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -79636.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -79666.140625 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -79666.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -79700.140625 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -79700.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -79744.593750 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -79744.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -79774.851562 Penalty: 2359.441406
	Iteration 14Q: 3 clusters Score -79774.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -79814.679688 Penalty: 2359.441406
	Iteration 15Q: 3 clusters Score -79814.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -79850.390625 Penalty: 2359.441406
	Iteration 16Q: 3 clusters Score -79850.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -79879.007812 Penalty: 2359.441406
	Iteration 17Q: 3 clusters Score -79879.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -79905.585938 Penalty: 2359.441406
	Iteration 18Q: 3 clusters Score -79905.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -79926.859375 Penalty: 2359.441406
	Iteration 19Q: 3 clusters Score -79926.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -79941.445312 Penalty: 2359.441406
	Iteration 20F: 3 clusters Score -79941.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -79951.101562 Penalty: 2359.441406
	Iteration 21Q: 3 clusters Score -79951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -79958.796875 Penalty: 2359.441406
	Iteration 22Q: 3 clusters Score -79958.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -79965.273438 Penalty: 2359.441406
	Iteration 23Q: 3 clusters Score -79965.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -79971.601562 Penalty: 2359.441406
	Iteration 24Q: 3 clusters Score -79971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -79974.093750 Penalty: 2359.441406
	Iteration 25Q: 3 clusters Score -79974.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -79975.218750 Penalty: 2359.441406
	Iteration 26Q: 3 clusters Score -79975.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -79975.601562 Penalty: 2359.441406
	Iteration 27Q: 3 clusters Score -79975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79976.976562 Penalty: 2359.441406
	Iteration 28Q: 3 clusters Score -79976.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -79978.140625 Penalty: 2359.441406
	Iteration 29Q: 3 clusters Score -79978.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -79980.742188 Penalty: 2359.441406
	Iteration 30Q: 3 clusters Score -79980.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79983.906250 Penalty: 2359.441406
	Iteration 31Q: 3 clusters Score -79983.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79987.078125 Penalty: 2359.441406
	Iteration 32Q: 3 clusters Score -79987.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -79993.890625 Penalty: 2359.441406
	Iteration 33Q: 3 clusters Score -79993.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79998.328125 Penalty: 2359.441406
	Iteration 34Q: 3 clusters Score -79998.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80003.773438 Penalty: 2359.441406
	Iteration 35Q: 3 clusters Score -80003.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -80006.437500 Penalty: 2359.441406
	Iteration 36Q: 3 clusters Score -80006.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80009.960938 Penalty: 2359.441406
	Iteration 37Q: 3 clusters Score -80009.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80011.929688 Penalty: 2359.441406
	Iteration 38Q: 3 clusters Score -80011.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80015.671875 Penalty: 2359.441406
	Iteration 39Q: 3 clusters Score -80015.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -80018.921875 Penalty: 2359.441406
	Iteration 40F: 3 clusters Score -80018.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80020.632812 Penalty: 2359.441406
	Iteration 41Q: 3 clusters Score -80020.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80022.796875 Penalty: 2359.441406
	Iteration 42Q: 3 clusters Score -80022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80023.023438 Penalty: 2359.441406
	Iteration 43Q: 3 clusters Score -80023.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80023.023438 Penalty: 2359.441406
	Iteration 44F: 3 clusters Score -80023.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Entering Unmasked Estep 
Score: -762718.562500 Penalty: 1553.065796
	Iteration 0F: 2 clusters Score -762718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -752940.625000 Penalty: 3106.131592
	Iteration 0F: 3 clusters Score -752940.6 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -756412.500000 Penalty: 3106.131592
	Iteration 1F: 3 clusters Score -756412.5 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -756803.500000 Penalty: 3106.131592
	Iteration 2F: 3 clusters Score -756803.5 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -757191.062500 Penalty: 3106.131592
	Iteration 3F: 3 clusters Score -757191.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -757569.062500 Penalty: 3106.131592
	Iteration 4F: 3 clusters Score -757569.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -758028.625000 Penalty: 3106.131592
	Iteration 5F: 3 clusters Score -758028.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -758514.187500 Penalty: 3106.131592
	Iteration 6F: 3 clusters Score -758514.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -759065.125000 Penalty: 3106.131592
	Iteration 7F: 3 clusters Score -759065.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -759548.875000 Penalty: 3106.131592
	Iteration 8Q: 3 clusters Score -759548.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -759963.187500 Penalty: 3106.131592
	Iteration 9Q: 3 clusters Score -759963.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -760359.375000 Penalty: 3106.131592
	Iteration 10Q: 3 clusters Score -760359.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -760646.812500 Penalty: 3106.131592
	Iteration 11Q: 3 clusters Score -760646.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -760850.500000 Penalty: 3106.131592
	Iteration 12Q: 3 clusters Score -760850.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -760986.312500 Penalty: 3106.131592
	Iteration 13Q: 3 clusters Score -760986.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -761100.750000 Penalty: 3106.131592
	Iteration 14Q: 3 clusters Score -761100.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -761186.250000 Penalty: 3106.131592
	Iteration 15Q: 3 clusters Score -761186.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -761243.500000 Penalty: 3106.131592
	Iteration 16Q: 3 clusters Score -761243.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -761292.437500 Penalty: 3106.131592
	Iteration 17Q: 3 clusters Score -761292.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -761321.062500 Penalty: 3106.131592
	Iteration 18Q: 3 clusters Score -761321.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -761348.125000 Penalty: 3106.131592
	Iteration 19Q: 3 clusters Score -761348.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -761372.250000 Penalty: 3106.131592
	Iteration 20F: 3 clusters Score -761372.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -761383.875000 Penalty: 3106.131592
	Iteration 21Q: 3 clusters Score -761383.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -761392.000000 Penalty: 3106.131592
	Iteration 22Q: 3 clusters Score -761392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -761401.062500 Penalty: 3106.131592
	Iteration 23Q: 3 clusters Score -761401.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -761408.375000 Penalty: 3106.131592
	Iteration 24Q: 3 clusters Score -761408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -761416.250000 Penalty: 3106.131592
	Iteration 25Q: 3 clusters Score -761416.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -761426.187500 Penalty: 3106.131592
	Iteration 26Q: 3 clusters Score -761426.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -761435.562500 Penalty: 3106.131592
	Iteration 27Q: 3 clusters Score -761435.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -761443.562500 Penalty: 3106.131592
	Iteration 28Q: 3 clusters Score -761443.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -761449.875000 Penalty: 3106.131592
	Iteration 29Q: 3 clusters Score -761449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -761451.437500 Penalty: 3106.131592
	Iteration 30Q: 3 clusters Score -761451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -761458.562500 Penalty: 3106.131592
	Iteration 31Q: 3 clusters Score -761458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -761461.875000 Penalty: 3106.131592
	Iteration 32Q: 3 clusters Score -761461.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -761467.250000 Penalty: 3106.131592
	Iteration 33Q: 3 clusters Score -761467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -761469.687500 Penalty: 3106.131592
	Iteration 34Q: 3 clusters Score -761469.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -761471.562500 Penalty: 3106.131592
	Iteration 35Q: 3 clusters Score -761471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -761472.437500 Penalty: 3106.131592
	Iteration 36Q: 3 clusters Score -761472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -761472.562500 Penalty: 3106.131592
	Iteration 37Q: 3 clusters Score -761472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -761473.437500 Penalty: 3106.131592
	Iteration 38Q: 3 clusters Score -761473.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -761476.937500 Penalty: 3106.131592
	Iteration 39Q: 3 clusters Score -761476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -761476.437500 Penalty: 3106.131592
	Iteration 40F: 3 clusters Score -761476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Entering Unmasked Estep 
Score: -420535.156250 Penalty: 1442.256958
	Iteration 0F: 2 clusters Score -420535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -415236.093750 Penalty: 2884.513916
	Iteration 0F: 3 clusters Score -415236.1 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -416747.031250 Penalty: 2884.513916
	Iteration 1F: 3 clusters Score -416747 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -416944.781250 Penalty: 2884.513916
	Iteration 2F: 3 clusters Score -416944.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -417079.843750 Penalty: 2884.513916
	Iteration 3F: 3 clusters Score -417079.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -417171.375000 Penalty: 2884.513916
	Iteration 4Q: 3 clusters Score -417171.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -417245.906250 Penalty: 2884.513916
	Iteration 5Q: 3 clusters Score -417245.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -417308.437500 Penalty: 2884.513916
	Iteration 6Q: 3 clusters Score -417308.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -417346.187500 Penalty: 2884.513916
	Iteration 7Q: 3 clusters Score -417346.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -417376.468750 Penalty: 2884.513916
	Iteration 8Q: 3 clusters Score -417376.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -417398.187500 Penalty: 2884.513916
	Iteration 9Q: 3 clusters Score -417398.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -417414.750000 Penalty: 2884.513916
	Iteration 10Q: 3 clusters Score -417414.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -417429.187500 Penalty: 2884.513916
	Iteration 11Q: 3 clusters Score -417429.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -417439.531250 Penalty: 2884.513916
	Iteration 12Q: 3 clusters Score -417439.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -417448.250000 Penalty: 2884.513916
	Iteration 13Q: 3 clusters Score -417448.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -417458.687500 Penalty: 2884.513916
	Iteration 14Q: 3 clusters Score -417458.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -417469.500000 Penalty: 2884.513916
	Iteration 15Q: 3 clusters Score -417469.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -417479.687500 Penalty: 2884.513916
	Iteration 16Q: 3 clusters Score -417479.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -417492.875000 Penalty: 2884.513916
	Iteration 17Q: 3 clusters Score -417492.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -417507.093750 Penalty: 2884.513916
	Iteration 18Q: 3 clusters Score -417507.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -417527.625000 Penalty: 2884.513916
	Iteration 19Q: 3 clusters Score -417527.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -417550.906250 Penalty: 2884.513916
	Iteration 20F: 3 clusters Score -417550.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -417572.500000 Penalty: 2884.513916
	Iteration 21Q: 3 clusters Score -417572.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -417591.906250 Penalty: 2884.513916
	Iteration 22Q: 3 clusters Score -417591.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -417614.687500 Penalty: 2884.513916
	Iteration 23Q: 3 clusters Score -417614.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -417637.093750 Penalty: 2884.513916
	Iteration 24Q: 3 clusters Score -417637.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -417659.093750 Penalty: 2884.513916
	Iteration 25Q: 3 clusters Score -417659.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -417686.281250 Penalty: 2884.513916
	Iteration 26Q: 3 clusters Score -417686.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -417717.593750 Penalty: 2884.513916
	Iteration 27Q: 3 clusters Score -417717.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -417762.687500 Penalty: 2884.513916
	Iteration 28Q: 3 clusters Score -417762.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -417813.968750 Penalty: 2884.513916
	Iteration 29Q: 3 clusters Score -417814 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -417874.625000 Penalty: 2884.513916
	Iteration 30Q: 3 clusters Score -417874.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -417944.906250 Penalty: 2884.513916
	Iteration 31Q: 3 clusters Score -417944.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -418024.531250 Penalty: 2884.513916
	Iteration 32Q: 3 clusters Score -418024.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -418107.593750 Penalty: 2884.513916
	Iteration 33Q: 3 clusters Score -418107.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -418203.093750 Penalty: 2884.513916
	Iteration 34Q: 3 clusters Score -418203.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -418296.718750 Penalty: 2884.513916
	Iteration 35Q: 3 clusters Score -418296.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -418404.031250 Penalty: 2884.513916
	Iteration 36Q: 3 clusters Score -418404 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -418490.937500 Penalty: 2884.513916
	Iteration 37Q: 3 clusters Score -418490.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -418569.968750 Penalty: 2884.513916
	Iteration 38Q: 3 clusters Score -418570 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -418640.312500 Penalty: 2884.513916
	Iteration 39Q: 3 clusters Score -418640.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -418706.250000 Penalty: 2884.513916
	Iteration 40F: 3 clusters Score -418706.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -418763.187500 Penalty: 2884.513916
	Iteration 41Q: 3 clusters Score -418763.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -418810.437500 Penalty: 2884.513916
	Iteration 42Q: 3 clusters Score -418810.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -418864.218750 Penalty: 2884.513916
	Iteration 43Q: 3 clusters Score -418864.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -418912.812500 Penalty: 2884.513916
	Iteration 44Q: 3 clusters Score -418912.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -418948.968750 Penalty: 2884.513916
	Iteration 45Q: 3 clusters Score -418949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -418979.468750 Penalty: 2884.513916
	Iteration 46Q: 3 clusters Score -418979.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -419012.437500 Penalty: 2884.513916
	Iteration 47Q: 3 clusters Score -419012.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -419045.312500 Penalty: 2884.513916
	Iteration 48Q: 3 clusters Score -419045.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -419070.125000 Penalty: 2884.513916
	Iteration 49Q: 3 clusters Score -419070.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -419093.406250 Penalty: 2884.513916
	Iteration 50Q: 3 clusters Score -419093.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -419119.218750 Penalty: 2884.513916
	Iteration 51Q: 3 clusters Score -419119.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -419144.531250 Penalty: 2884.513916
	Iteration 52Q: 3 clusters Score -419144.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -419165.375000 Penalty: 2884.513916
	Iteration 53Q: 3 clusters Score -419165.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -419180.250000 Penalty: 2884.513916
	Iteration 54Q: 3 clusters Score -419180.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -419193.625000 Penalty: 2884.513916
	Iteration 55Q: 3 clusters Score -419193.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -419201.687500 Penalty: 2884.513916
	Iteration 56Q: 3 clusters Score -419201.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -419214.125000 Penalty: 2884.513916
	Iteration 57Q: 3 clusters Score -419214.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -419223.093750 Penalty: 2884.513916
	Iteration 58Q: 3 clusters Score -419223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -419231.281250 Penalty: 2884.513916
	Iteration 59Q: 3 clusters Score -419231.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -419236.343750 Penalty: 2884.513916
	Iteration 60F: 3 clusters Score -419236.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -419240.781250 Penalty: 2884.513916
	Iteration 61Q: 3 clusters Score -419240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -419245.031250 Penalty: 2884.513916
	Iteration 62Q: 3 clusters Score -419245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -419254.750000 Penalty: 2884.513916
	Iteration 63Q: 3 clusters Score -419254.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -419261.250000 Penalty: 2884.513916
	Iteration 64Q: 3 clusters Score -419261.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -419265.968750 Penalty: 2884.513916
	Iteration 65Q: 3 clusters Score -419266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -419269.218750 Penalty: 2884.513916
	Iteration 66Q: 3 clusters Score -419269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -419272.718750 Penalty: 2884.513916
	Iteration 67Q: 3 clusters Score -419272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -419272.218750 Penalty: 2884.513916
	Iteration 68Q: 3 clusters Score -419272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -419272.218750 Penalty: 2884.513916
	Iteration 69F: 3 clusters Score -419272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (106477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106477 members 
Entering Unmasked Estep 
Score: -6356488.500000 Penalty: 1881.048706
	Iteration 0F: 2 clusters Score -6356488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -6285511.000000 Penalty: 3762.097412
	Iteration 0F: 3 clusters Score -6285511 nChanged 50814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -6315248.000000 Penalty: 3762.097412
	Iteration 1F: 3 clusters Score -6315248 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -6316088.000000 Penalty: 3762.097412
	Iteration 2Q: 3 clusters Score -6316088 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -6317268.500000 Penalty: 3762.097412
	Iteration 3Q: 3 clusters Score -6317268 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -6319078.000000 Penalty: 3762.097412
	Iteration 4Q: 3 clusters Score -6319078 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -6321955.500000 Penalty: 3762.097412
	Iteration 5F: 3 clusters Score -6321956 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -6326622.000000 Penalty: 3762.097412
	Iteration 6F: 3 clusters Score -6326622 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -6333158.000000 Penalty: 3762.097412
	Iteration 7F: 3 clusters Score -6333158 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -6340364.000000 Penalty: 3762.097412
	Iteration 8F: 3 clusters Score -6340364 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -6345806.500000 Penalty: 3762.097412
	Iteration 9F: 3 clusters Score -6345806 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -6349144.000000 Penalty: 3762.097412
	Iteration 10Q: 3 clusters Score -6349144 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -6350927.500000 Penalty: 3762.097412
	Iteration 11Q: 3 clusters Score -6350928 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -6352034.500000 Penalty: 3762.097412
	Iteration 12Q: 3 clusters Score -6352034 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 101101 members 
Entering Unmasked Estep 
Score: -6352857.000000 Penalty: 3762.097412
	Iteration 13Q: 3 clusters Score -6352857 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -6353446.500000 Penalty: 3762.097412
	Iteration 14Q: 3 clusters Score -6353446 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 102664 members 
Entering Unmasked Estep 
Score: -6353849.500000 Penalty: 3762.097412
	Iteration 15Q: 3 clusters Score -6353850 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 103149 members 
Entering Unmasked Estep 
Score: -6354110.500000 Penalty: 3762.097412
	Iteration 16Q: 3 clusters Score -6354110 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -6354262.500000 Penalty: 3762.097412
	Iteration 17Q: 3 clusters Score -6354262 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -6354342.500000 Penalty: 3762.097412
	Iteration 18Q: 3 clusters Score -6354342 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -6354436.000000 Penalty: 3762.097412
	Iteration 19Q: 3 clusters Score -6354436 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -6354511.500000 Penalty: 3762.097412
	Iteration 20F: 3 clusters Score -6354512 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 104442 members 
Entering Unmasked Estep 
Score: -6354596.000000 Penalty: 3762.097412
	Iteration 21Q: 3 clusters Score -6354596 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -6354657.000000 Penalty: 3762.097412
	Iteration 22Q: 3 clusters Score -6354657 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -6354724.500000 Penalty: 3762.097412
	Iteration 23Q: 3 clusters Score -6354724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 104862 members 
Entering Unmasked Estep 
Score: -6354758.500000 Penalty: 3762.097412
	Iteration 24Q: 3 clusters Score -6354758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -6354791.500000 Penalty: 3762.097412
	Iteration 25Q: 3 clusters Score -6354792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -6354809.000000 Penalty: 3762.097412
	Iteration 26Q: 3 clusters Score -6354809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 105098 members 
Entering Unmasked Estep 
Score: -6354839.000000 Penalty: 3762.097412
	Iteration 27Q: 3 clusters Score -6354839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 105153 members 
Entering Unmasked Estep 
Score: -6354845.000000 Penalty: 3762.097412
	Iteration 28Q: 3 clusters Score -6354845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -6354855.500000 Penalty: 3762.097412
	Iteration 29Q: 3 clusters Score -6354856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -6354886.000000 Penalty: 3762.097412
	Iteration 30Q: 3 clusters Score -6354886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
Score: -6354884.500000 Penalty: 3762.097412
	Iteration 31Q: 3 clusters Score -6354884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 105291 members 
Entering Unmasked Estep 
Score: -6354892.000000 Penalty: 3762.097412
	Iteration 32Q: 3 clusters Score -6354892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 105313 members 
Entering Unmasked Estep 
Score: -6354904.500000 Penalty: 3762.097412
	Iteration 33Q: 3 clusters Score -6354904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 105331 members 
Entering Unmasked Estep 
Score: -6354897.000000 Penalty: 3762.097412
	Iteration 34Q: 3 clusters Score -6354897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 105350 members 
Entering Unmasked Estep 
Score: -6354898.500000 Penalty: 3762.097412
	Iteration 35Q: 3 clusters Score -6354898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 105370 members 
Entering Unmasked Estep 
Score: -6354904.000000 Penalty: 3762.097412
	Iteration 36Q: 3 clusters Score -6354904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -6354905.000000 Penalty: 3762.097412
	Iteration 37Q: 3 clusters Score -6354905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 105394 members 
Entering Unmasked Estep 
Score: -6354914.000000 Penalty: 3762.097412
	Iteration 38Q: 3 clusters Score -6354914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 105400 members 
Entering Unmasked Estep 
Score: -6354916.000000 Penalty: 3762.097412
	Iteration 39Q: 3 clusters Score -6354916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -6354912.500000 Penalty: 3762.097412
	Iteration 40F: 3 clusters Score -6354912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 105412 members 
Entering Unmasked Estep 
Score: -6354918.500000 Penalty: 3762.097412
	Iteration 41Q: 3 clusters Score -6354918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -6354918.000000 Penalty: 3762.097412
	Iteration 42Q: 3 clusters Score -6354918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 105424 members 
Entering Unmasked Estep 
Score: -6354911.000000 Penalty: 3762.097412
	Iteration 43Q: 3 clusters Score -6354911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -6354912.500000 Penalty: 3762.097412
	Iteration 44Q: 3 clusters Score -6354912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 105429 members 
Entering Unmasked Estep 
Score: -6354917.000000 Penalty: 3762.097412
	Iteration 45Q: 3 clusters Score -6354917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 105430 members 
Entering Unmasked Estep 
Score: -6354917.000000 Penalty: 3762.097412
	Iteration 46Q: 3 clusters Score -6354917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -6354922.000000 Penalty: 3762.097412
	Iteration 47Q: 3 clusters Score -6354922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -6354922.000000 Penalty: 3762.097412
	Iteration 48F: 3 clusters Score -6354922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88859 members 
Entering Unmasked Estep 
Score: -5216711.500000 Penalty: 1851.656006
	Iteration 0F: 2 clusters Score -5216712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -5157286.500000 Penalty: 3703.312012
	Iteration 0F: 3 clusters Score -5157286 nChanged 42443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -5182864.000000 Penalty: 3703.312012
	Iteration 1F: 3 clusters Score -5182864 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -5184679.500000 Penalty: 3703.312012
	Iteration 2Q: 3 clusters Score -5184680 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -5187758.500000 Penalty: 3703.312012
	Iteration 3F: 3 clusters Score -5187758 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -5192543.500000 Penalty: 3703.312012
	Iteration 4F: 3 clusters Score -5192544 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -5198950.500000 Penalty: 3703.312012
	Iteration 5F: 3 clusters Score -5198950 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -5205319.000000 Penalty: 3703.312012
	Iteration 6F: 3 clusters Score -5205319 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -5210190.500000 Penalty: 3703.312012
	Iteration 7F: 3 clusters Score -5210190 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -5212896.000000 Penalty: 3703.312012
	Iteration 8Q: 3 clusters Score -5212896 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -5214130.500000 Penalty: 3703.312012
	Iteration 9Q: 3 clusters Score -5214130 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -5214651.500000 Penalty: 3703.312012
	Iteration 10Q: 3 clusters Score -5214652 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -5214943.000000 Penalty: 3703.312012
	Iteration 11Q: 3 clusters Score -5214943 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -5215077.000000 Penalty: 3703.312012
	Iteration 12Q: 3 clusters Score -5215077 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -5215148.500000 Penalty: 3703.312012
	Iteration 13Q: 3 clusters Score -5215148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -5215214.000000 Penalty: 3703.312012
	Iteration 14Q: 3 clusters Score -5215214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -5215246.500000 Penalty: 3703.312012
	Iteration 15Q: 3 clusters Score -5215246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -5215283.000000 Penalty: 3703.312012
	Iteration 16Q: 3 clusters Score -5215283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -5215303.000000 Penalty: 3703.312012
	Iteration 17Q: 3 clusters Score -5215303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -5215304.000000 Penalty: 3703.312012
	Iteration 18Q: 3 clusters Score -5215304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -5215318.500000 Penalty: 3703.312012
	Iteration 19Q: 3 clusters Score -5215318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -5215325.000000 Penalty: 3703.312012
	Iteration 20F: 3 clusters Score -5215325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -5215327.000000 Penalty: 3703.312012
	Iteration 21Q: 3 clusters Score -5215327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 88358 members 
Entering Unmasked Estep 
Score: -5215327.500000 Penalty: 3703.312012
	Iteration 22Q: 3 clusters Score -5215328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -5215332.000000 Penalty: 3703.312012
	Iteration 23Q: 3 clusters Score -5215332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 88362 members 
Entering Unmasked Estep 
Score: -5215331.500000 Penalty: 3703.312012
	Iteration 24Q: 3 clusters Score -5215332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -5215334.000000 Penalty: 3703.312012
	Iteration 25Q: 3 clusters Score -5215334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -5215335.500000 Penalty: 3703.312012
	Iteration 26Q: 3 clusters Score -5215336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -5215333.500000 Penalty: 3703.312012
	Iteration 27Q: 3 clusters Score -5215334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -5215333.500000 Penalty: 3703.312012
	Iteration 28F: 3 clusters Score -5215334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -119749.960938 Penalty: 1253.852539
	Iteration 0F: 2 clusters Score -119750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -117510.875000 Penalty: 2507.705078
	Iteration 0F: 3 clusters Score -117510.9 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -118140.414062 Penalty: 2507.705078
	Iteration 1F: 3 clusters Score -118140.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -118340.492188 Penalty: 2507.705078
	Iteration 2F: 3 clusters Score -118340.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -118465.796875 Penalty: 2507.705078
	Iteration 3F: 3 clusters Score -118465.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -118550.921875 Penalty: 2507.705078
	Iteration 4Q: 3 clusters Score -118550.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -118637.820312 Penalty: 2507.705078
	Iteration 5Q: 3 clusters Score -118637.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -118721.398438 Penalty: 2507.705078
	Iteration 6Q: 3 clusters Score -118721.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -118811.921875 Penalty: 2507.705078
	Iteration 7Q: 3 clusters Score -118811.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -118894.515625 Penalty: 2507.705078
	Iteration 8Q: 3 clusters Score -118894.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -118956.921875 Penalty: 2507.705078
	Iteration 9Q: 3 clusters Score -118956.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -119032.929688 Penalty: 2507.705078
	Iteration 10Q: 3 clusters Score -119032.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -119106.148438 Penalty: 2507.705078
	Iteration 11Q: 3 clusters Score -119106.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -119190.289062 Penalty: 2507.705078
	Iteration 12Q: 3 clusters Score -119190.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -119247.796875 Penalty: 2507.705078
	Iteration 13Q: 3 clusters Score -119247.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -119296.812500 Penalty: 2507.705078
	Iteration 14Q: 3 clusters Score -119296.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -119338.281250 Penalty: 2507.705078
	Iteration 15Q: 3 clusters Score -119338.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -119383.875000 Penalty: 2507.705078
	Iteration 16Q: 3 clusters Score -119383.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -119413.320312 Penalty: 2507.705078
	Iteration 17Q: 3 clusters Score -119413.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -119439.195312 Penalty: 2507.705078
	Iteration 18Q: 3 clusters Score -119439.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -119471.109375 Penalty: 2507.705078
	Iteration 19Q: 3 clusters Score -119471.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -119490.710938 Penalty: 2507.705078
	Iteration 20F: 3 clusters Score -119490.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -119504.398438 Penalty: 2507.705078
	Iteration 21Q: 3 clusters Score -119504.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -119511.367188 Penalty: 2507.705078
	Iteration 22Q: 3 clusters Score -119511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -119516.007812 Penalty: 2507.705078
	Iteration 23Q: 3 clusters Score -119516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -119516.601562 Penalty: 2507.705078
	Iteration 24Q: 3 clusters Score -119516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -119518.203125 Penalty: 2507.705078
	Iteration 25Q: 3 clusters Score -119518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -119519.484375 Penalty: 2507.705078
	Iteration 26Q: 3 clusters Score -119519.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -119520.976562 Penalty: 2507.705078
	Iteration 27Q: 3 clusters Score -119521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -119521.671875 Penalty: 2507.705078
	Iteration 28Q: 3 clusters Score -119521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -119522.343750 Penalty: 2507.705078
	Iteration 29Q: 3 clusters Score -119522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -119522.734375 Penalty: 2507.705078
	Iteration 30Q: 3 clusters Score -119522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -119523.695312 Penalty: 2507.705078
	Iteration 31Q: 3 clusters Score -119523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -119523.992188 Penalty: 2507.705078
	Iteration 32Q: 3 clusters Score -119524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -119523.992188 Penalty: 2507.705078
	Iteration 33F: 3 clusters Score -119524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Entering Unmasked Estep 
Score: -1012369.750000 Penalty: 1589.013916
	Iteration 0F: 2 clusters Score -1012370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1000235.937500 Penalty: 3178.027832
	Iteration 0F: 3 clusters Score -1000236 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1004593.875000 Penalty: 3178.027832
	Iteration 1F: 3 clusters Score -1004594 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1005072.437500 Penalty: 3178.027832
	Iteration 2F: 3 clusters Score -1005072 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1005697.250000 Penalty: 3178.027832
	Iteration 3F: 3 clusters Score -1005697 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1006509.937500 Penalty: 3178.027832
	Iteration 4F: 3 clusters Score -1006510 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1007411.562500 Penalty: 3178.027832
	Iteration 5F: 3 clusters Score -1007412 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1008251.312500 Penalty: 3178.027832
	Iteration 6F: 3 clusters Score -1008251 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1008953.687500 Penalty: 3178.027832
	Iteration 7F: 3 clusters Score -1008954 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1009480.250000 Penalty: 3178.027832
	Iteration 8Q: 3 clusters Score -1009480 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1009892.000000 Penalty: 3178.027832
	Iteration 9Q: 3 clusters Score -1009892 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1010196.812500 Penalty: 3178.027832
	Iteration 10Q: 3 clusters Score -1010197 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1010423.375000 Penalty: 3178.027832
	Iteration 11Q: 3 clusters Score -1010423 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1010576.812500 Penalty: 3178.027832
	Iteration 12Q: 3 clusters Score -1010577 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1010698.875000 Penalty: 3178.027832
	Iteration 13Q: 3 clusters Score -1010699 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1010788.500000 Penalty: 3178.027832
	Iteration 14Q: 3 clusters Score -1010788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1010861.250000 Penalty: 3178.027832
	Iteration 15Q: 3 clusters Score -1010861 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1010918.000000 Penalty: 3178.027832
	Iteration 16Q: 3 clusters Score -1010918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1010956.500000 Penalty: 3178.027832
	Iteration 17Q: 3 clusters Score -1010956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1010985.750000 Penalty: 3178.027832
	Iteration 18Q: 3 clusters Score -1010986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1011021.812500 Penalty: 3178.027832
	Iteration 19Q: 3 clusters Score -1011022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1011047.437500 Penalty: 3178.027832
	Iteration 20F: 3 clusters Score -1011047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1011063.687500 Penalty: 3178.027832
	Iteration 21Q: 3 clusters Score -1011064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1011080.187500 Penalty: 3178.027832
	Iteration 22Q: 3 clusters Score -1011080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1011092.687500 Penalty: 3178.027832
	Iteration 23Q: 3 clusters Score -1011093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1011101.375000 Penalty: 3178.027832
	Iteration 24Q: 3 clusters Score -1011101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1011109.687500 Penalty: 3178.027832
	Iteration 25Q: 3 clusters Score -1011110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1011115.812500 Penalty: 3178.027832
	Iteration 26Q: 3 clusters Score -1011116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1011120.125000 Penalty: 3178.027832
	Iteration 27Q: 3 clusters Score -1011120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1011122.062500 Penalty: 3178.027832
	Iteration 28Q: 3 clusters Score -1011122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1011128.625000 Penalty: 3178.027832
	Iteration 29Q: 3 clusters Score -1011129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1011130.812500 Penalty: 3178.027832
	Iteration 30Q: 3 clusters Score -1011131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1011132.250000 Penalty: 3178.027832
	Iteration 31Q: 3 clusters Score -1011132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1011134.437500 Penalty: 3178.027832
	Iteration 32Q: 3 clusters Score -1011134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1011137.000000 Penalty: 3178.027832
	Iteration 33Q: 3 clusters Score -1011137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1011137.187500 Penalty: 3178.027832
	Iteration 34Q: 3 clusters Score -1011137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1011140.312500 Penalty: 3178.027832
	Iteration 35Q: 3 clusters Score -1011140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1011142.750000 Penalty: 3178.027832
	Iteration 36Q: 3 clusters Score -1011143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1011145.500000 Penalty: 3178.027832
	Iteration 37Q: 3 clusters Score -1011146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1011148.250000 Penalty: 3178.027832
	Iteration 38Q: 3 clusters Score -1011148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1011149.125000 Penalty: 3178.027832
	Iteration 39Q: 3 clusters Score -1011149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1011149.250000 Penalty: 3178.027832
	Iteration 40F: 3 clusters Score -1011149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1011150.937500 Penalty: 3178.027832
	Iteration 41Q: 3 clusters Score -1011151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1011148.562500 Penalty: 3178.027832
	Iteration 42Q: 3 clusters Score -1011149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1011149.875000 Penalty: 3178.027832
	Iteration 43Q: 3 clusters Score -1011150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1011149.875000 Penalty: 3178.027832
	Iteration 44F: 3 clusters Score -1011150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Entering Unmasked Estep 
Score: -534827.375000 Penalty: 1487.659546
	Iteration 0F: 2 clusters Score -534827.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -527916.812500 Penalty: 2975.319092
	Iteration 0F: 3 clusters Score -527916.8 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -530459.062500 Penalty: 2975.319092
	Iteration 1F: 3 clusters Score -530459.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -530958.937500 Penalty: 2975.319092
	Iteration 2F: 3 clusters Score -530958.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -531383.750000 Penalty: 2975.319092
	Iteration 3F: 3 clusters Score -531383.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -531716.437500 Penalty: 2975.319092
	Iteration 4F: 3 clusters Score -531716.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -532013.500000 Penalty: 2975.319092
	Iteration 5F: 3 clusters Score -532013.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -532264.375000 Penalty: 2975.319092
	Iteration 6Q: 3 clusters Score -532264.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -532468.625000 Penalty: 2975.319092
	Iteration 7Q: 3 clusters Score -532468.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -532645.312500 Penalty: 2975.319092
	Iteration 8Q: 3 clusters Score -532645.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -532779.062500 Penalty: 2975.319092
	Iteration 9Q: 3 clusters Score -532779.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -532905.437500 Penalty: 2975.319092
	Iteration 10Q: 3 clusters Score -532905.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -533014.687500 Penalty: 2975.319092
	Iteration 11Q: 3 clusters Score -533014.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -533082.000000 Penalty: 2975.319092
	Iteration 12Q: 3 clusters Score -533082 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -533137.375000 Penalty: 2975.319092
	Iteration 13Q: 3 clusters Score -533137.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -533189.937500 Penalty: 2975.319092
	Iteration 14Q: 3 clusters Score -533189.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -533235.250000 Penalty: 2975.319092
	Iteration 15Q: 3 clusters Score -533235.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -533279.500000 Penalty: 2975.319092
	Iteration 16Q: 3 clusters Score -533279.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -533323.937500 Penalty: 2975.319092
	Iteration 17Q: 3 clusters Score -533323.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -533364.875000 Penalty: 2975.319092
	Iteration 18Q: 3 clusters Score -533364.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -533408.562500 Penalty: 2975.319092
	Iteration 19Q: 3 clusters Score -533408.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -533453.937500 Penalty: 2975.319092
	Iteration 20F: 3 clusters Score -533453.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -533502.750000 Penalty: 2975.319092
	Iteration 21Q: 3 clusters Score -533502.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -533549.125000 Penalty: 2975.319092
	Iteration 22Q: 3 clusters Score -533549.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -533582.937500 Penalty: 2975.319092
	Iteration 23Q: 3 clusters Score -533582.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -533610.125000 Penalty: 2975.319092
	Iteration 24Q: 3 clusters Score -533610.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -533635.750000 Penalty: 2975.319092
	Iteration 25Q: 3 clusters Score -533635.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -533655.937500 Penalty: 2975.319092
	Iteration 26Q: 3 clusters Score -533655.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -533675.625000 Penalty: 2975.319092
	Iteration 27Q: 3 clusters Score -533675.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -533692.375000 Penalty: 2975.319092
	Iteration 28Q: 3 clusters Score -533692.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -533711.500000 Penalty: 2975.319092
	Iteration 29Q: 3 clusters Score -533711.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -533726.062500 Penalty: 2975.319092
	Iteration 30Q: 3 clusters Score -533726.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -533738.937500 Penalty: 2975.319092
	Iteration 31Q: 3 clusters Score -533738.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -533748.687500 Penalty: 2975.319092
	Iteration 32Q: 3 clusters Score -533748.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -533758.437500 Penalty: 2975.319092
	Iteration 33Q: 3 clusters Score -533758.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -533771.375000 Penalty: 2975.319092
	Iteration 34Q: 3 clusters Score -533771.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -533784.125000 Penalty: 2975.319092
	Iteration 35Q: 3 clusters Score -533784.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -533795.625000 Penalty: 2975.319092
	Iteration 36Q: 3 clusters Score -533795.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -533806.375000 Penalty: 2975.319092
	Iteration 37Q: 3 clusters Score -533806.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -533813.687500 Penalty: 2975.319092
	Iteration 38Q: 3 clusters Score -533813.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -533822.625000 Penalty: 2975.319092
	Iteration 39Q: 3 clusters Score -533822.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -533831.437500 Penalty: 2975.319092
	Iteration 40F: 3 clusters Score -533831.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -533841.562500 Penalty: 2975.319092
	Iteration 41Q: 3 clusters Score -533841.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -533852.500000 Penalty: 2975.319092
	Iteration 42Q: 3 clusters Score -533852.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -533864.250000 Penalty: 2975.319092
	Iteration 43Q: 3 clusters Score -533864.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -533877.000000 Penalty: 2975.319092
	Iteration 44Q: 3 clusters Score -533877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -533890.625000 Penalty: 2975.319092
	Iteration 45Q: 3 clusters Score -533890.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -533901.500000 Penalty: 2975.319092
	Iteration 46Q: 3 clusters Score -533901.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -533911.500000 Penalty: 2975.319092
	Iteration 47Q: 3 clusters Score -533911.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -533921.625000 Penalty: 2975.319092
	Iteration 48Q: 3 clusters Score -533921.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -533932.437500 Penalty: 2975.319092
	Iteration 49Q: 3 clusters Score -533932.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -533943.250000 Penalty: 2975.319092
	Iteration 50Q: 3 clusters Score -533943.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -533951.687500 Penalty: 2975.319092
	Iteration 51Q: 3 clusters Score -533951.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -533959.812500 Penalty: 2975.319092
	Iteration 52Q: 3 clusters Score -533959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -533963.375000 Penalty: 2975.319092
	Iteration 53Q: 3 clusters Score -533963.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -533969.687500 Penalty: 2975.319092
	Iteration 54Q: 3 clusters Score -533969.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -533978.937500 Penalty: 2975.319092
	Iteration 55Q: 3 clusters Score -533978.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -533992.437500 Penalty: 2975.319092
	Iteration 56Q: 3 clusters Score -533992.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -534016.437500 Penalty: 2975.319092
	Iteration 57Q: 3 clusters Score -534016.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -534044.750000 Penalty: 2975.319092
	Iteration 58Q: 3 clusters Score -534044.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -534061.000000 Penalty: 2975.319092
	Iteration 59Q: 3 clusters Score -534061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -534072.875000 Penalty: 2975.319092
	Iteration 60F: 3 clusters Score -534072.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -534078.687500 Penalty: 2975.319092
	Iteration 61Q: 3 clusters Score -534078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -534080.437500 Penalty: 2975.319092
	Iteration 62Q: 3 clusters Score -534080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -534081.437500 Penalty: 2975.319092
	Iteration 63Q: 3 clusters Score -534081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -534081.562500 Penalty: 2975.319092
	Iteration 64Q: 3 clusters Score -534081.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -534082.625000 Penalty: 2975.319092
	Iteration 65Q: 3 clusters Score -534082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -534083.187500 Penalty: 2975.319092
	Iteration 66Q: 3 clusters Score -534083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -534083.500000 Penalty: 2975.319092
	Iteration 67Q: 3 clusters Score -534083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -534084.500000 Penalty: 2975.319092
	Iteration 68Q: 3 clusters Score -534084.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -534084.500000 Penalty: 2975.319092
	Iteration 69F: 3 clusters Score -534084.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Entering Unmasked Estep 
Score: -627426.437500 Penalty: 1515.197754
	Iteration 0F: 2 clusters Score -627426.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -619502.562500 Penalty: 3030.395508
	Iteration 0F: 3 clusters Score -619502.6 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -622178.562500 Penalty: 3030.395508
	Iteration 1F: 3 clusters Score -622178.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -622514.062500 Penalty: 3030.395508
	Iteration 2F: 3 clusters Score -622514.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -622797.812500 Penalty: 3030.395508
	Iteration 3F: 3 clusters Score -622797.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -623107.687500 Penalty: 3030.395508
	Iteration 4Q: 3 clusters Score -623107.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -623465.625000 Penalty: 3030.395508
	Iteration 5Q: 3 clusters Score -623465.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -623820.312500 Penalty: 3030.395508
	Iteration 6F: 3 clusters Score -623820.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -624180.375000 Penalty: 3030.395508
	Iteration 7Q: 3 clusters Score -624180.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -624530.187500 Penalty: 3030.395508
	Iteration 8F: 3 clusters Score -624530.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -624825.750000 Penalty: 3030.395508
	Iteration 9Q: 3 clusters Score -624825.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -625053.562500 Penalty: 3030.395508
	Iteration 10Q: 3 clusters Score -625053.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -625242.750000 Penalty: 3030.395508
	Iteration 11Q: 3 clusters Score -625242.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -625385.937500 Penalty: 3030.395508
	Iteration 12Q: 3 clusters Score -625385.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -625465.437500 Penalty: 3030.395508
	Iteration 13Q: 3 clusters Score -625465.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -625514.250000 Penalty: 3030.395508
	Iteration 14Q: 3 clusters Score -625514.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -625549.375000 Penalty: 3030.395508
	Iteration 15Q: 3 clusters Score -625549.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -625578.062500 Penalty: 3030.395508
	Iteration 16Q: 3 clusters Score -625578.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -625602.000000 Penalty: 3030.395508
	Iteration 17Q: 3 clusters Score -625602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -625622.562500 Penalty: 3030.395508
	Iteration 18Q: 3 clusters Score -625622.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -625641.375000 Penalty: 3030.395508
	Iteration 19Q: 3 clusters Score -625641.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -625658.625000 Penalty: 3030.395508
	Iteration 20F: 3 clusters Score -625658.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -625675.750000 Penalty: 3030.395508
	Iteration 21Q: 3 clusters Score -625675.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -625695.187500 Penalty: 3030.395508
	Iteration 22Q: 3 clusters Score -625695.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -625716.875000 Penalty: 3030.395508
	Iteration 23Q: 3 clusters Score -625716.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -625737.187500 Penalty: 3030.395508
	Iteration 24Q: 3 clusters Score -625737.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -625761.312500 Penalty: 3030.395508
	Iteration 25Q: 3 clusters Score -625761.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -625785.687500 Penalty: 3030.395508
	Iteration 26Q: 3 clusters Score -625785.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -625807.625000 Penalty: 3030.395508
	Iteration 27Q: 3 clusters Score -625807.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -625830.750000 Penalty: 3030.395508
	Iteration 28Q: 3 clusters Score -625830.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -625858.062500 Penalty: 3030.395508
	Iteration 29Q: 3 clusters Score -625858.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -625888.062500 Penalty: 3030.395508
	Iteration 30Q: 3 clusters Score -625888.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -625928.875000 Penalty: 3030.395508
	Iteration 31Q: 3 clusters Score -625928.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -625969.000000 Penalty: 3030.395508
	Iteration 32Q: 3 clusters Score -625969 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -626012.312500 Penalty: 3030.395508
	Iteration 33Q: 3 clusters Score -626012.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -626048.375000 Penalty: 3030.395508
	Iteration 34Q: 3 clusters Score -626048.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -626078.375000 Penalty: 3030.395508
	Iteration 35Q: 3 clusters Score -626078.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -626107.062500 Penalty: 3030.395508
	Iteration 36Q: 3 clusters Score -626107.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -626133.562500 Penalty: 3030.395508
	Iteration 37Q: 3 clusters Score -626133.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -626156.250000 Penalty: 3030.395508
	Iteration 38Q: 3 clusters Score -626156.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -626176.062500 Penalty: 3030.395508
	Iteration 39Q: 3 clusters Score -626176.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -626201.375000 Penalty: 3030.395508
	Iteration 40F: 3 clusters Score -626201.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -626220.687500 Penalty: 3030.395508
	Iteration 41Q: 3 clusters Score -626220.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -626239.812500 Penalty: 3030.395508
	Iteration 42Q: 3 clusters Score -626239.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -626253.875000 Penalty: 3030.395508
	Iteration 43Q: 3 clusters Score -626253.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -626264.812500 Penalty: 3030.395508
	Iteration 44Q: 3 clusters Score -626264.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -626275.312500 Penalty: 3030.395508
	Iteration 45Q: 3 clusters Score -626275.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -626287.437500 Penalty: 3030.395508
	Iteration 46Q: 3 clusters Score -626287.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -626299.187500 Penalty: 3030.395508
	Iteration 47Q: 3 clusters Score -626299.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -626313.125000 Penalty: 3030.395508
	Iteration 48Q: 3 clusters Score -626313.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -626327.750000 Penalty: 3030.395508
	Iteration 49Q: 3 clusters Score -626327.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -626343.812500 Penalty: 3030.395508
	Iteration 50Q: 3 clusters Score -626343.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -626351.000000 Penalty: 3030.395508
	Iteration 51Q: 3 clusters Score -626351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -626362.187500 Penalty: 3030.395508
	Iteration 52Q: 3 clusters Score -626362.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -626371.062500 Penalty: 3030.395508
	Iteration 53Q: 3 clusters Score -626371.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -626377.562500 Penalty: 3030.395508
	Iteration 54Q: 3 clusters Score -626377.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -626382.125000 Penalty: 3030.395508
	Iteration 55Q: 3 clusters Score -626382.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -626387.937500 Penalty: 3030.395508
	Iteration 56Q: 3 clusters Score -626387.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -626394.812500 Penalty: 3030.395508
	Iteration 57Q: 3 clusters Score -626394.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -626403.562500 Penalty: 3030.395508
	Iteration 58Q: 3 clusters Score -626403.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -626412.437500 Penalty: 3030.395508
	Iteration 59Q: 3 clusters Score -626412.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -626422.250000 Penalty: 3030.395508
	Iteration 60F: 3 clusters Score -626422.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -626430.750000 Penalty: 3030.395508
	Iteration 61Q: 3 clusters Score -626430.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -626435.500000 Penalty: 3030.395508
	Iteration 62Q: 3 clusters Score -626435.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -626441.125000 Penalty: 3030.395508
	Iteration 63Q: 3 clusters Score -626441.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -626449.250000 Penalty: 3030.395508
	Iteration 64Q: 3 clusters Score -626449.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -626457.750000 Penalty: 3030.395508
	Iteration 65Q: 3 clusters Score -626457.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -626462.625000 Penalty: 3030.395508
	Iteration 66Q: 3 clusters Score -626462.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -626467.375000 Penalty: 3030.395508
	Iteration 67Q: 3 clusters Score -626467.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -626473.000000 Penalty: 3030.395508
	Iteration 68Q: 3 clusters Score -626473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -626479.687500 Penalty: 3030.395508
	Iteration 69Q: 3 clusters Score -626479.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -626482.812500 Penalty: 3030.395508
	Iteration 70Q: 3 clusters Score -626482.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -626486.000000 Penalty: 3030.395508
	Iteration 71Q: 3 clusters Score -626486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -626490.250000 Penalty: 3030.395508
	Iteration 72Q: 3 clusters Score -626490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -626494.562500 Penalty: 3030.395508
	Iteration 73Q: 3 clusters Score -626494.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -626498.437500 Penalty: 3030.395508
	Iteration 74Q: 3 clusters Score -626498.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -626501.125000 Penalty: 3030.395508
	Iteration 75Q: 3 clusters Score -626501.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -626502.312500 Penalty: 3030.395508
	Iteration 76Q: 3 clusters Score -626502.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -626502.437500 Penalty: 3030.395508
	Iteration 77Q: 3 clusters Score -626502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -626503.687500 Penalty: 3030.395508
	Iteration 78Q: 3 clusters Score -626503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -626505.500000 Penalty: 3030.395508
	Iteration 79Q: 3 clusters Score -626505.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -626504.250000 Penalty: 3030.395508
	Iteration 80F: 3 clusters Score -626504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -626505.937500 Penalty: 3030.395508
	Iteration 81Q: 3 clusters Score -626505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -626506.125000 Penalty: 3030.395508
	Iteration 82Q: 3 clusters Score -626506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -626506.687500 Penalty: 3030.395508
	Iteration 83Q: 3 clusters Score -626506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -626506.062500 Penalty: 3030.395508
	Iteration 84Q: 3 clusters Score -626506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -626506.250000 Penalty: 3030.395508
	Iteration 85Q: 3 clusters Score -626506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -626506.250000 Penalty: 3030.395508
	Iteration 86F: 3 clusters Score -626506.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -154704.062500 Penalty: 1294.231812
	Iteration 0F: 2 clusters Score -154704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -152054.484375 Penalty: 2588.463623
	Iteration 0F: 3 clusters Score -152054.5 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -152696.515625 Penalty: 2588.463623
	Iteration 1F: 3 clusters Score -152696.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -152918.125000 Penalty: 2588.463623
	Iteration 2F: 3 clusters Score -152918.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -153097.875000 Penalty: 2588.463623
	Iteration 3F: 3 clusters Score -153097.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -153245.484375 Penalty: 2588.463623
	Iteration 4F: 3 clusters Score -153245.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -153336.406250 Penalty: 2588.463623
	Iteration 5Q: 3 clusters Score -153336.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -153410.828125 Penalty: 2588.463623
	Iteration 6Q: 3 clusters Score -153410.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -153468.718750 Penalty: 2588.463623
	Iteration 7Q: 3 clusters Score -153468.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -153520.265625 Penalty: 2588.463623
	Iteration 8Q: 3 clusters Score -153520.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -153569.218750 Penalty: 2588.463623
	Iteration 9Q: 3 clusters Score -153569.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -153610.500000 Penalty: 2588.463623
	Iteration 10Q: 3 clusters Score -153610.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -153646.062500 Penalty: 2588.463623
	Iteration 11Q: 3 clusters Score -153646.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -153677.390625 Penalty: 2588.463623
	Iteration 12Q: 3 clusters Score -153677.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -153706.187500 Penalty: 2588.463623
	Iteration 13Q: 3 clusters Score -153706.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -153734.062500 Penalty: 2588.463623
	Iteration 14Q: 3 clusters Score -153734.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -153763.218750 Penalty: 2588.463623
	Iteration 15Q: 3 clusters Score -153763.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -153800.937500 Penalty: 2588.463623
	Iteration 16Q: 3 clusters Score -153800.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -153830.906250 Penalty: 2588.463623
	Iteration 17Q: 3 clusters Score -153830.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -153866.031250 Penalty: 2588.463623
	Iteration 18Q: 3 clusters Score -153866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -153901.093750 Penalty: 2588.463623
	Iteration 19Q: 3 clusters Score -153901.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -153932.593750 Penalty: 2588.463623
	Iteration 20F: 3 clusters Score -153932.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -153965.093750 Penalty: 2588.463623
	Iteration 21Q: 3 clusters Score -153965.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -153995.328125 Penalty: 2588.463623
	Iteration 22Q: 3 clusters Score -153995.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -154024.921875 Penalty: 2588.463623
	Iteration 23Q: 3 clusters Score -154024.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -154046.328125 Penalty: 2588.463623
	Iteration 24Q: 3 clusters Score -154046.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -154065.281250 Penalty: 2588.463623
	Iteration 25Q: 3 clusters Score -154065.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -154091.265625 Penalty: 2588.463623
	Iteration 26Q: 3 clusters Score -154091.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -154111.546875 Penalty: 2588.463623
	Iteration 27Q: 3 clusters Score -154111.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -154132.187500 Penalty: 2588.463623
	Iteration 28Q: 3 clusters Score -154132.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -154163.437500 Penalty: 2588.463623
	Iteration 29Q: 3 clusters Score -154163.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -154192.046875 Penalty: 2588.463623
	Iteration 30Q: 3 clusters Score -154192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -154214.359375 Penalty: 2588.463623
	Iteration 31Q: 3 clusters Score -154214.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -154233.593750 Penalty: 2588.463623
	Iteration 32Q: 3 clusters Score -154233.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -154246.375000 Penalty: 2588.463623
	Iteration 33Q: 3 clusters Score -154246.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -154254.640625 Penalty: 2588.463623
	Iteration 34Q: 3 clusters Score -154254.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -154262.359375 Penalty: 2588.463623
	Iteration 35Q: 3 clusters Score -154262.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -154266.250000 Penalty: 2588.463623
	Iteration 36Q: 3 clusters Score -154266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -154269.046875 Penalty: 2588.463623
	Iteration 37Q: 3 clusters Score -154269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -154271.187500 Penalty: 2588.463623
	Iteration 38Q: 3 clusters Score -154271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -154272.703125 Penalty: 2588.463623
	Iteration 39Q: 3 clusters Score -154272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -154273.453125 Penalty: 2588.463623
	Iteration 40F: 3 clusters Score -154273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -154274.171875 Penalty: 2588.463623
	Iteration 41Q: 3 clusters Score -154274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -154274.328125 Penalty: 2588.463623
	Iteration 42Q: 3 clusters Score -154274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -154274.328125 Penalty: 2588.463623
	Iteration 43F: 3 clusters Score -154274.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -251627.875000 Penalty: 1371.164307
	Iteration 0F: 2 clusters Score -251627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -247872.281250 Penalty: 2742.328613
	Iteration 0F: 3 clusters Score -247872.3 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -248863.406250 Penalty: 2742.328613
	Iteration 1F: 3 clusters Score -248863.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -249067.859375 Penalty: 2742.328613
	Iteration 2F: 3 clusters Score -249067.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -249228.031250 Penalty: 2742.328613
	Iteration 3F: 3 clusters Score -249228 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -249351.093750 Penalty: 2742.328613
	Iteration 4Q: 3 clusters Score -249351.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -249449.812500 Penalty: 2742.328613
	Iteration 5Q: 3 clusters Score -249449.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -249539.656250 Penalty: 2742.328613
	Iteration 6Q: 3 clusters Score -249539.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -249619.921875 Penalty: 2742.328613
	Iteration 7Q: 3 clusters Score -249619.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -249697.578125 Penalty: 2742.328613
	Iteration 8Q: 3 clusters Score -249697.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -249778.578125 Penalty: 2742.328613
	Iteration 9Q: 3 clusters Score -249778.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -249863.203125 Penalty: 2742.328613
	Iteration 10Q: 3 clusters Score -249863.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -249947.687500 Penalty: 2742.328613
	Iteration 11Q: 3 clusters Score -249947.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -250041.437500 Penalty: 2742.328613
	Iteration 12Q: 3 clusters Score -250041.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -250114.328125 Penalty: 2742.328613
	Iteration 13Q: 3 clusters Score -250114.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -250164.156250 Penalty: 2742.328613
	Iteration 14Q: 3 clusters Score -250164.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -250214.890625 Penalty: 2742.328613
	Iteration 15Q: 3 clusters Score -250214.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -250284.687500 Penalty: 2742.328613
	Iteration 16Q: 3 clusters Score -250284.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -250347.156250 Penalty: 2742.328613
	Iteration 17Q: 3 clusters Score -250347.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -250421.109375 Penalty: 2742.328613
	Iteration 18Q: 3 clusters Score -250421.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -250486.203125 Penalty: 2742.328613
	Iteration 19Q: 3 clusters Score -250486.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -250554.593750 Penalty: 2742.328613
	Iteration 20F: 3 clusters Score -250554.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -250621.687500 Penalty: 2742.328613
	Iteration 21Q: 3 clusters Score -250621.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -250676.218750 Penalty: 2742.328613
	Iteration 22Q: 3 clusters Score -250676.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -250725.265625 Penalty: 2742.328613
	Iteration 23Q: 3 clusters Score -250725.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -250771.406250 Penalty: 2742.328613
	Iteration 24Q: 3 clusters Score -250771.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -250800.500000 Penalty: 2742.328613
	Iteration 25Q: 3 clusters Score -250800.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -250817.140625 Penalty: 2742.328613
	Iteration 26Q: 3 clusters Score -250817.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -250829.484375 Penalty: 2742.328613
	Iteration 27Q: 3 clusters Score -250829.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -250841.187500 Penalty: 2742.328613
	Iteration 28Q: 3 clusters Score -250841.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -250846.328125 Penalty: 2742.328613
	Iteration 29Q: 3 clusters Score -250846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -250848.328125 Penalty: 2742.328613
	Iteration 30Q: 3 clusters Score -250848.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -250852.609375 Penalty: 2742.328613
	Iteration 31Q: 3 clusters Score -250852.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -250855.000000 Penalty: 2742.328613
	Iteration 32Q: 3 clusters Score -250855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -250857.078125 Penalty: 2742.328613
	Iteration 33Q: 3 clusters Score -250857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -250858.328125 Penalty: 2742.328613
	Iteration 34Q: 3 clusters Score -250858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -250858.859375 Penalty: 2742.328613
	Iteration 35Q: 3 clusters Score -250858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -250859.781250 Penalty: 2742.328613
	Iteration 36Q: 3 clusters Score -250859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -250860.531250 Penalty: 2742.328613
	Iteration 37Q: 3 clusters Score -250860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -250861.468750 Penalty: 2742.328613
	Iteration 38Q: 3 clusters Score -250861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -250862.953125 Penalty: 2742.328613
	Iteration 39Q: 3 clusters Score -250863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -250863.656250 Penalty: 2742.328613
	Iteration 40F: 3 clusters Score -250863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -250864.203125 Penalty: 2742.328613
	Iteration 41Q: 3 clusters Score -250864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -250864.218750 Penalty: 2742.328613
	Iteration 42Q: 3 clusters Score -250864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -250864.406250 Penalty: 2742.328613
	Iteration 43Q: 3 clusters Score -250864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -250864.406250 Penalty: 2742.328613
	Iteration 44F: 3 clusters Score -250864.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -80859.507812 Penalty: 1222.302124
	Iteration 0F: 2 clusters Score -80859.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -78884.992188 Penalty: 2444.604248
	Iteration 0F: 3 clusters Score -78884.99 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -79369.210938 Penalty: 2444.604248
	Iteration 1F: 3 clusters Score -79369.21 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -79631.750000 Penalty: 2444.604248
	Iteration 2F: 3 clusters Score -79631.75 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -79765.000000 Penalty: 2444.604248
	Iteration 3F: 3 clusters Score -79765 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -79878.554688 Penalty: 2444.604248
	Iteration 4F: 3 clusters Score -79878.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -79951.437500 Penalty: 2444.604248
	Iteration 5Q: 3 clusters Score -79951.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -80004.140625 Penalty: 2444.604248
	Iteration 6Q: 3 clusters Score -80004.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -80047.570312 Penalty: 2444.604248
	Iteration 7Q: 3 clusters Score -80047.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -80101.757812 Penalty: 2444.604248
	Iteration 8Q: 3 clusters Score -80101.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -80142.914062 Penalty: 2444.604248
	Iteration 9Q: 3 clusters Score -80142.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -80165.742188 Penalty: 2444.604248
	Iteration 10Q: 3 clusters Score -80165.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -80181.187500 Penalty: 2444.604248
	Iteration 11Q: 3 clusters Score -80181.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -80199.015625 Penalty: 2444.604248
	Iteration 12Q: 3 clusters Score -80199.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -80212.210938 Penalty: 2444.604248
	Iteration 13Q: 3 clusters Score -80212.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -80226.093750 Penalty: 2444.604248
	Iteration 14Q: 3 clusters Score -80226.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -80234.601562 Penalty: 2444.604248
	Iteration 15Q: 3 clusters Score -80234.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -80243.226562 Penalty: 2444.604248
	Iteration 16Q: 3 clusters Score -80243.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -80252.781250 Penalty: 2444.604248
	Iteration 17Q: 3 clusters Score -80252.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -80259.640625 Penalty: 2444.604248
	Iteration 18Q: 3 clusters Score -80259.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -80265.648438 Penalty: 2444.604248
	Iteration 19Q: 3 clusters Score -80265.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -80271.531250 Penalty: 2444.604248
	Iteration 20F: 3 clusters Score -80271.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -80280.187500 Penalty: 2444.604248
	Iteration 21Q: 3 clusters Score -80280.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -80291.109375 Penalty: 2444.604248
	Iteration 22Q: 3 clusters Score -80291.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -80300.171875 Penalty: 2444.604248
	Iteration 23Q: 3 clusters Score -80300.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -80311.609375 Penalty: 2444.604248
	Iteration 24Q: 3 clusters Score -80311.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -80319.359375 Penalty: 2444.604248
	Iteration 25Q: 3 clusters Score -80319.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -80327.398438 Penalty: 2444.604248
	Iteration 26Q: 3 clusters Score -80327.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -80341.859375 Penalty: 2444.604248
	Iteration 27Q: 3 clusters Score -80341.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -80362.601562 Penalty: 2444.604248
	Iteration 28Q: 3 clusters Score -80362.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -80380.757812 Penalty: 2444.604248
	Iteration 29Q: 3 clusters Score -80380.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -80403.710938 Penalty: 2444.604248
	Iteration 30Q: 3 clusters Score -80403.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -80435.921875 Penalty: 2444.604248
	Iteration 31Q: 3 clusters Score -80435.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80457.531250 Penalty: 2444.604248
	Iteration 32Q: 3 clusters Score -80457.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80475.984375 Penalty: 2444.604248
	Iteration 33Q: 3 clusters Score -80475.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80491.195312 Penalty: 2444.604248
	Iteration 34Q: 3 clusters Score -80491.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80504.125000 Penalty: 2444.604248
	Iteration 35Q: 3 clusters Score -80504.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -80518.312500 Penalty: 2444.604248
	Iteration 36Q: 3 clusters Score -80518.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -80526.703125 Penalty: 2444.604248
	Iteration 37Q: 3 clusters Score -80526.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80536.914062 Penalty: 2444.604248
	Iteration 38Q: 3 clusters Score -80536.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80544.851562 Penalty: 2444.604248
	Iteration 39Q: 3 clusters Score -80544.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80550.804688 Penalty: 2444.604248
	Iteration 40F: 3 clusters Score -80550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -80552.804688 Penalty: 2444.604248
	Iteration 41Q: 3 clusters Score -80552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -80552.804688 Penalty: 2444.604248
	Iteration 42F: 3 clusters Score -80552.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -231180.234375 Penalty: 1345.327148
	Iteration 0F: 2 clusters Score -231180.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -227833.125000 Penalty: 2690.654297
	Iteration 0F: 3 clusters Score -227833.1 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -228779.765625 Penalty: 2690.654297
	Iteration 1F: 3 clusters Score -228779.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -229038.968750 Penalty: 2690.654297
	Iteration 2F: 3 clusters Score -229039 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -229248.390625 Penalty: 2690.654297
	Iteration 3F: 3 clusters Score -229248.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -229414.359375 Penalty: 2690.654297
	Iteration 4F: 3 clusters Score -229414.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -229521.625000 Penalty: 2690.654297
	Iteration 5Q: 3 clusters Score -229521.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -229622.578125 Penalty: 2690.654297
	Iteration 6Q: 3 clusters Score -229622.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -229735.343750 Penalty: 2690.654297
	Iteration 7Q: 3 clusters Score -229735.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -229846.125000 Penalty: 2690.654297
	Iteration 8Q: 3 clusters Score -229846.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -229959.593750 Penalty: 2690.654297
	Iteration 9Q: 3 clusters Score -229959.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -230048.031250 Penalty: 2690.654297
	Iteration 10Q: 3 clusters Score -230048 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -230128.328125 Penalty: 2690.654297
	Iteration 11Q: 3 clusters Score -230128.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -230184.250000 Penalty: 2690.654297
	Iteration 12Q: 3 clusters Score -230184.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -230228.875000 Penalty: 2690.654297
	Iteration 13Q: 3 clusters Score -230228.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -230265.750000 Penalty: 2690.654297
	Iteration 14Q: 3 clusters Score -230265.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -230291.046875 Penalty: 2690.654297
	Iteration 15Q: 3 clusters Score -230291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -230317.921875 Penalty: 2690.654297
	Iteration 16Q: 3 clusters Score -230317.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -230340.125000 Penalty: 2690.654297
	Iteration 17Q: 3 clusters Score -230340.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -230354.906250 Penalty: 2690.654297
	Iteration 18Q: 3 clusters Score -230354.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230366.578125 Penalty: 2690.654297
	Iteration 19Q: 3 clusters Score -230366.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -230375.812500 Penalty: 2690.654297
	Iteration 20F: 3 clusters Score -230375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -230387.750000 Penalty: 2690.654297
	Iteration 21Q: 3 clusters Score -230387.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -230399.484375 Penalty: 2690.654297
	Iteration 22Q: 3 clusters Score -230399.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -230405.437500 Penalty: 2690.654297
	Iteration 23Q: 3 clusters Score -230405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -230407.828125 Penalty: 2690.654297
	Iteration 24Q: 3 clusters Score -230407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -230411.234375 Penalty: 2690.654297
	Iteration 25Q: 3 clusters Score -230411.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -230413.656250 Penalty: 2690.654297
	Iteration 26Q: 3 clusters Score -230413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -230416.171875 Penalty: 2690.654297
	Iteration 27Q: 3 clusters Score -230416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -230417.093750 Penalty: 2690.654297
	Iteration 28Q: 3 clusters Score -230417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -230417.296875 Penalty: 2690.654297
	Iteration 29Q: 3 clusters Score -230417.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -230417.296875 Penalty: 2690.654297
	Iteration 30F: 3 clusters Score -230417.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -47291.488281 Penalty: 1106.827271
	Iteration 0F: 2 clusters Score -47291.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45905.726562 Penalty: 2213.654541
	Iteration 0F: 3 clusters Score -45905.73 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46147.886719 Penalty: 2213.654541
	Iteration 1F: 3 clusters Score -46147.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46224.300781 Penalty: 2213.654541
	Iteration 2F: 3 clusters Score -46224.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -46262.355469 Penalty: 2213.654541
	Iteration 3Q: 3 clusters Score -46262.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -46288.617188 Penalty: 2213.654541
	Iteration 4Q: 3 clusters Score -46288.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46300.140625 Penalty: 2213.654541
	Iteration 5Q: 3 clusters Score -46300.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -46316.949219 Penalty: 2213.654541
	Iteration 6Q: 3 clusters Score -46316.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46328.589844 Penalty: 2213.654541
	Iteration 7Q: 3 clusters Score -46328.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46335.476562 Penalty: 2213.654541
	Iteration 8Q: 3 clusters Score -46335.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46339.632812 Penalty: 2213.654541
	Iteration 9Q: 3 clusters Score -46339.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46343.273438 Penalty: 2213.654541
	Iteration 10Q: 3 clusters Score -46343.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46345.968750 Penalty: 2213.654541
	Iteration 11Q: 3 clusters Score -46345.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46348.117188 Penalty: 2213.654541
	Iteration 12Q: 3 clusters Score -46348.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46350.582031 Penalty: 2213.654541
	Iteration 13Q: 3 clusters Score -46350.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46351.550781 Penalty: 2213.654541
	Iteration 14Q: 3 clusters Score -46351.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46353.605469 Penalty: 2213.654541
	Iteration 15Q: 3 clusters Score -46353.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46354.937500 Penalty: 2213.654541
	Iteration 16Q: 3 clusters Score -46354.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46357.148438 Penalty: 2213.654541
	Iteration 17Q: 3 clusters Score -46357.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46357.363281 Penalty: 2213.654541
	Iteration 18Q: 3 clusters Score -46357.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46357.363281 Penalty: 2213.654541
	Iteration 19F: 3 clusters Score -46357.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -133506.578125 Penalty: 1282.947754
	Iteration 0F: 2 clusters Score -133506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -130968.257812 Penalty: 2565.895508
	Iteration 0F: 3 clusters Score -130968.3 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -131631.765625 Penalty: 2565.895508
	Iteration 1F: 3 clusters Score -131631.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -131809.406250 Penalty: 2565.895508
	Iteration 2F: 3 clusters Score -131809.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -131929.109375 Penalty: 2565.895508
	Iteration 3F: 3 clusters Score -131929.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -132020.031250 Penalty: 2565.895508
	Iteration 4Q: 3 clusters Score -132020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -132087.468750 Penalty: 2565.895508
	Iteration 5Q: 3 clusters Score -132087.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -132137.562500 Penalty: 2565.895508
	Iteration 6Q: 3 clusters Score -132137.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -132185.781250 Penalty: 2565.895508
	Iteration 7Q: 3 clusters Score -132185.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -132232.625000 Penalty: 2565.895508
	Iteration 8Q: 3 clusters Score -132232.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -132272.921875 Penalty: 2565.895508
	Iteration 9Q: 3 clusters Score -132272.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -132320.687500 Penalty: 2565.895508
	Iteration 10Q: 3 clusters Score -132320.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -132366.593750 Penalty: 2565.895508
	Iteration 11Q: 3 clusters Score -132366.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -132409.281250 Penalty: 2565.895508
	Iteration 12Q: 3 clusters Score -132409.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -132443.031250 Penalty: 2565.895508
	Iteration 13Q: 3 clusters Score -132443 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -132482.250000 Penalty: 2565.895508
	Iteration 14Q: 3 clusters Score -132482.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -132517.234375 Penalty: 2565.895508
	Iteration 15Q: 3 clusters Score -132517.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -132557.562500 Penalty: 2565.895508
	Iteration 16Q: 3 clusters Score -132557.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -132587.390625 Penalty: 2565.895508
	Iteration 17Q: 3 clusters Score -132587.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -132608.203125 Penalty: 2565.895508
	Iteration 18Q: 3 clusters Score -132608.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -132620.656250 Penalty: 2565.895508
	Iteration 19Q: 3 clusters Score -132620.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -132630.562500 Penalty: 2565.895508
	Iteration 20F: 3 clusters Score -132630.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -132639.765625 Penalty: 2565.895508
	Iteration 21Q: 3 clusters Score -132639.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -132646.187500 Penalty: 2565.895508
	Iteration 22Q: 3 clusters Score -132646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -132652.453125 Penalty: 2565.895508
	Iteration 23Q: 3 clusters Score -132652.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -132657.890625 Penalty: 2565.895508
	Iteration 24Q: 3 clusters Score -132657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -132660.328125 Penalty: 2565.895508
	Iteration 25Q: 3 clusters Score -132660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -132665.359375 Penalty: 2565.895508
	Iteration 26Q: 3 clusters Score -132665.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -132673.781250 Penalty: 2565.895508
	Iteration 27Q: 3 clusters Score -132673.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -132679.609375 Penalty: 2565.895508
	Iteration 28Q: 3 clusters Score -132679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -132685.640625 Penalty: 2565.895508
	Iteration 29Q: 3 clusters Score -132685.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -132691.187500 Penalty: 2565.895508
	Iteration 30Q: 3 clusters Score -132691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -132694.687500 Penalty: 2565.895508
	Iteration 31Q: 3 clusters Score -132694.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -132700.625000 Penalty: 2565.895508
	Iteration 32Q: 3 clusters Score -132700.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -132704.093750 Penalty: 2565.895508
	Iteration 33Q: 3 clusters Score -132704.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -132707.968750 Penalty: 2565.895508
	Iteration 34Q: 3 clusters Score -132708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -132713.937500 Penalty: 2565.895508
	Iteration 35Q: 3 clusters Score -132713.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -132718.515625 Penalty: 2565.895508
	Iteration 36Q: 3 clusters Score -132718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -132721.468750 Penalty: 2565.895508
	Iteration 37Q: 3 clusters Score -132721.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -132721.828125 Penalty: 2565.895508
	Iteration 38Q: 3 clusters Score -132721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -132721.828125 Penalty: 2565.895508
	Iteration 39F: 3 clusters Score -132721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Entering Unmasked Estep 
Score: -514413.312500 Penalty: 1481.319092
	Iteration 0F: 2 clusters Score -514413.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -507778.656250 Penalty: 2962.638184
	Iteration 0F: 3 clusters Score -507778.7 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -509911.812500 Penalty: 2962.638184
	Iteration 1F: 3 clusters Score -509911.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -510216.375000 Penalty: 2962.638184
	Iteration 2F: 3 clusters Score -510216.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -510526.000000 Penalty: 2962.638184
	Iteration 3F: 3 clusters Score -510526 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -510822.437500 Penalty: 2962.638184
	Iteration 4F: 3 clusters Score -510822.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -511076.718750 Penalty: 2962.638184
	Iteration 5F: 3 clusters Score -511076.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -511331.468750 Penalty: 2962.638184
	Iteration 6F: 3 clusters Score -511331.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -511615.781250 Penalty: 2962.638184
	Iteration 7Q: 3 clusters Score -511615.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -511888.156250 Penalty: 2962.638184
	Iteration 8Q: 3 clusters Score -511888.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -512101.000000 Penalty: 2962.638184
	Iteration 9Q: 3 clusters Score -512101 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -512290.062500 Penalty: 2962.638184
	Iteration 10Q: 3 clusters Score -512290.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -512462.687500 Penalty: 2962.638184
	Iteration 11Q: 3 clusters Score -512462.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -512593.000000 Penalty: 2962.638184
	Iteration 12Q: 3 clusters Score -512593 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -512726.531250 Penalty: 2962.638184
	Iteration 13Q: 3 clusters Score -512726.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -512846.125000 Penalty: 2962.638184
	Iteration 14Q: 3 clusters Score -512846.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -512940.062500 Penalty: 2962.638184
	Iteration 15Q: 3 clusters Score -512940.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -513022.625000 Penalty: 2962.638184
	Iteration 16Q: 3 clusters Score -513022.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -513087.750000 Penalty: 2962.638184
	Iteration 17Q: 3 clusters Score -513087.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -513141.281250 Penalty: 2962.638184
	Iteration 18Q: 3 clusters Score -513141.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -513173.250000 Penalty: 2962.638184
	Iteration 19Q: 3 clusters Score -513173.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -513189.656250 Penalty: 2962.638184
	Iteration 20F: 3 clusters Score -513189.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -513212.343750 Penalty: 2962.638184
	Iteration 21Q: 3 clusters Score -513212.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -513229.625000 Penalty: 2962.638184
	Iteration 22Q: 3 clusters Score -513229.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -513243.687500 Penalty: 2962.638184
	Iteration 23Q: 3 clusters Score -513243.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -513256.625000 Penalty: 2962.638184
	Iteration 24Q: 3 clusters Score -513256.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -513265.718750 Penalty: 2962.638184
	Iteration 25Q: 3 clusters Score -513265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -513269.718750 Penalty: 2962.638184
	Iteration 26Q: 3 clusters Score -513269.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -513272.500000 Penalty: 2962.638184
	Iteration 27Q: 3 clusters Score -513272.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -513277.312500 Penalty: 2962.638184
	Iteration 28Q: 3 clusters Score -513277.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -513280.406250 Penalty: 2962.638184
	Iteration 29Q: 3 clusters Score -513280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -513283.625000 Penalty: 2962.638184
	Iteration 30Q: 3 clusters Score -513283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -513286.250000 Penalty: 2962.638184
	Iteration 31Q: 3 clusters Score -513286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -513290.687500 Penalty: 2962.638184
	Iteration 32Q: 3 clusters Score -513290.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -513295.687500 Penalty: 2962.638184
	Iteration 33Q: 3 clusters Score -513295.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -513297.968750 Penalty: 2962.638184
	Iteration 34Q: 3 clusters Score -513298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -513302.468750 Penalty: 2962.638184
	Iteration 35Q: 3 clusters Score -513302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -513304.937500 Penalty: 2962.638184
	Iteration 36Q: 3 clusters Score -513304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -513305.687500 Penalty: 2962.638184
	Iteration 37Q: 3 clusters Score -513305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -513306.687500 Penalty: 2962.638184
	Iteration 38Q: 3 clusters Score -513306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -513307.250000 Penalty: 2962.638184
	Iteration 39Q: 3 clusters Score -513307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -513308.156250 Penalty: 2962.638184
	Iteration 40F: 3 clusters Score -513308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -56691.488281 Penalty: 1137.109375
	Iteration 0F: 2 clusters Score -56691.49 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 564 members 
Entering Unmasked Estep 
Score: -55196.230469 Penalty: 2274.218750
	Iteration 0F: 3 clusters Score -55196.23 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -55509.156250 Penalty: 2274.218750
	Iteration 1F: 3 clusters Score -55509.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -55610.890625 Penalty: 2274.218750
	Iteration 2F: 3 clusters Score -55610.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -55680.238281 Penalty: 2274.218750
	Iteration 3F: 3 clusters Score -55680.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -55741.500000 Penalty: 2274.218750
	Iteration 4Q: 3 clusters Score -55741.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -55802.398438 Penalty: 2274.218750
	Iteration 5Q: 3 clusters Score -55802.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -55874.507812 Penalty: 2274.218750
	Iteration 6Q: 3 clusters Score -55874.51 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -55966.101562 Penalty: 2274.218750
	Iteration 7Q: 3 clusters Score -55966.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -56002.207031 Penalty: 2274.218750
	Iteration 8Q: 3 clusters Score -56002.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -56031.355469 Penalty: 2274.218750
	Iteration 9Q: 3 clusters Score -56031.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -56049.386719 Penalty: 2274.218750
	Iteration 10Q: 3 clusters Score -56049.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -56057.996094 Penalty: 2274.218750
	Iteration 11Q: 3 clusters Score -56058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -56061.718750 Penalty: 2274.218750
	Iteration 12Q: 3 clusters Score -56061.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -56063.320312 Penalty: 2274.218750
	Iteration 13Q: 3 clusters Score -56063.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -56063.730469 Penalty: 2274.218750
	Iteration 14Q: 3 clusters Score -56063.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -56063.730469 Penalty: 2274.218750
	Iteration 15F: 3 clusters Score -56063.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Entering Unmasked Estep 
Score: -275102.343750 Penalty: 1376.391479
	Iteration 0F: 2 clusters Score -275102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -271269.406250 Penalty: 2752.782959
	Iteration 0F: 3 clusters Score -271269.4 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -272299.218750 Penalty: 2752.782959
	Iteration 1F: 3 clusters Score -272299.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -272464.343750 Penalty: 2752.782959
	Iteration 2F: 3 clusters Score -272464.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -272579.062500 Penalty: 2752.782959
	Iteration 3Q: 3 clusters Score -272579.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -272669.250000 Penalty: 2752.782959
	Iteration 4Q: 3 clusters Score -272669.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -272755.593750 Penalty: 2752.782959
	Iteration 5Q: 3 clusters Score -272755.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -272858.031250 Penalty: 2752.782959
	Iteration 6Q: 3 clusters Score -272858 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -272976.468750 Penalty: 2752.782959
	Iteration 7Q: 3 clusters Score -272976.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -273102.593750 Penalty: 2752.782959
	Iteration 8Q: 3 clusters Score -273102.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -273201.406250 Penalty: 2752.782959
	Iteration 9Q: 3 clusters Score -273201.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -273284.937500 Penalty: 2752.782959
	Iteration 10Q: 3 clusters Score -273284.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -273362.218750 Penalty: 2752.782959
	Iteration 11Q: 3 clusters Score -273362.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -273425.968750 Penalty: 2752.782959
	Iteration 12Q: 3 clusters Score -273426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -273513.812500 Penalty: 2752.782959
	Iteration 13Q: 3 clusters Score -273513.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -273637.906250 Penalty: 2752.782959
	Iteration 14Q: 3 clusters Score -273637.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -273758.062500 Penalty: 2752.782959
	Iteration 15Q: 3 clusters Score -273758.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -273874.437500 Penalty: 2752.782959
	Iteration 16Q: 3 clusters Score -273874.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -273973.406250 Penalty: 2752.782959
	Iteration 17Q: 3 clusters Score -273973.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -274063.625000 Penalty: 2752.782959
	Iteration 18Q: 3 clusters Score -274063.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -274143.093750 Penalty: 2752.782959
	Iteration 19Q: 3 clusters Score -274143.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -274202.656250 Penalty: 2752.782959
	Iteration 20F: 3 clusters Score -274202.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -274240.812500 Penalty: 2752.782959
	Iteration 21Q: 3 clusters Score -274240.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -274268.562500 Penalty: 2752.782959
	Iteration 22Q: 3 clusters Score -274268.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -274290.312500 Penalty: 2752.782959
	Iteration 23Q: 3 clusters Score -274290.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274314.531250 Penalty: 2752.782959
	Iteration 24Q: 3 clusters Score -274314.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -274331.500000 Penalty: 2752.782959
	Iteration 25Q: 3 clusters Score -274331.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -274346.906250 Penalty: 2752.782959
	Iteration 26Q: 3 clusters Score -274346.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -274356.906250 Penalty: 2752.782959
	Iteration 27Q: 3 clusters Score -274356.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -274362.531250 Penalty: 2752.782959
	Iteration 28Q: 3 clusters Score -274362.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -274365.031250 Penalty: 2752.782959
	Iteration 29Q: 3 clusters Score -274365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -274365.656250 Penalty: 2752.782959
	Iteration 30Q: 3 clusters Score -274365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274366.343750 Penalty: 2752.782959
	Iteration 31Q: 3 clusters Score -274366.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -274367.906250 Penalty: 2752.782959
	Iteration 32Q: 3 clusters Score -274367.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -274369.093750 Penalty: 2752.782959
	Iteration 33Q: 3 clusters Score -274369.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -274372.687500 Penalty: 2752.782959
	Iteration 34Q: 3 clusters Score -274372.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -274376.812500 Penalty: 2752.782959
	Iteration 35Q: 3 clusters Score -274376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -274379.343750 Penalty: 2752.782959
	Iteration 36Q: 3 clusters Score -274379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -274381.937500 Penalty: 2752.782959
	Iteration 37Q: 3 clusters Score -274381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -274385.625000 Penalty: 2752.782959
	Iteration 38Q: 3 clusters Score -274385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -274388.281250 Penalty: 2752.782959
	Iteration 39Q: 3 clusters Score -274388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -274390.187500 Penalty: 2752.782959
	Iteration 40F: 3 clusters Score -274390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -274391.250000 Penalty: 2752.782959
	Iteration 41Q: 3 clusters Score -274391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -274393.562500 Penalty: 2752.782959
	Iteration 42Q: 3 clusters Score -274393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -274394.687500 Penalty: 2752.782959
	Iteration 43Q: 3 clusters Score -274394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -274395.531250 Penalty: 2752.782959
	Iteration 44Q: 3 clusters Score -274395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -274396.687500 Penalty: 2752.782959
	Iteration 45Q: 3 clusters Score -274396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -274397.843750 Penalty: 2752.782959
	Iteration 46Q: 3 clusters Score -274397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -274398.968750 Penalty: 2752.782959
	Iteration 47Q: 3 clusters Score -274399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -274399.875000 Penalty: 2752.782959
	Iteration 48Q: 3 clusters Score -274399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -274400.781250 Penalty: 2752.782959
	Iteration 49Q: 3 clusters Score -274400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -274400.781250 Penalty: 2752.782959
	Iteration 50F: 3 clusters Score -274400.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -129600.125000 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -129600.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -127007.906250 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -127007.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -127625.164062 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -127625.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -127792.523438 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -127792.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -127950.695312 Penalty: 2580.458252
	Iteration 3F: 3 clusters Score -127950.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -128121.507812 Penalty: 2580.458252
	Iteration 4F: 3 clusters Score -128121.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -128244.382812 Penalty: 2580.458252
	Iteration 5F: 3 clusters Score -128244.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -128329.429688 Penalty: 2580.458252
	Iteration 6Q: 3 clusters Score -128329.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -128398.468750 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -128398.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -128441.140625 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -128441.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -128480.492188 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -128480.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -128518.531250 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -128518.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -128549.046875 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -128549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -128578.312500 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -128578.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -128602.609375 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -128602.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -128619.335938 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -128619.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -128640.570312 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -128640.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -128658.867188 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -128658.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -128676.171875 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -128676.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -128687.320312 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -128687.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -128697.007812 Penalty: 2580.458252
	Iteration 19Q: 3 clusters Score -128697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -128703.625000 Penalty: 2580.458252
	Iteration 20F: 3 clusters Score -128703.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -128708.406250 Penalty: 2580.458252
	Iteration 21Q: 3 clusters Score -128708.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -128710.562500 Penalty: 2580.458252
	Iteration 22Q: 3 clusters Score -128710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -128711.039062 Penalty: 2580.458252
	Iteration 23Q: 3 clusters Score -128711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -128712.375000 Penalty: 2580.458252
	Iteration 24Q: 3 clusters Score -128712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -128712.921875 Penalty: 2580.458252
	Iteration 25Q: 3 clusters Score -128712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -128713.281250 Penalty: 2580.458252
	Iteration 26Q: 3 clusters Score -128713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -128714.101562 Penalty: 2580.458252
	Iteration 27Q: 3 clusters Score -128714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -128714.531250 Penalty: 2580.458252
	Iteration 28Q: 3 clusters Score -128714.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -128714.875000 Penalty: 2580.458252
	Iteration 29Q: 3 clusters Score -128714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -128714.875000 Penalty: 2580.458252
	Iteration 30F: 3 clusters Score -128714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 34813 members 
Mstep: Class 3 contains 143741 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57718 members 
Mstep: Class 6 contains 13268 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 11797 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14148 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106477 members 
Mstep: Class 17 contains 88859 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 17651 members 
Mstep: Class 20 contains 9460 members 
Mstep: Class 21 contains 11207 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2684 members 
Mstep: Class 28 contains 9098 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4770 members 
Mstep: Class 31 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145640.000000 Penalty: 67216.164062
Iteration 119Q: 32 clusters Score -3.414564e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 34815 members 
Mstep: Class 3 contains 143729 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57717 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 11794 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14149 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106476 members 
Mstep: Class 17 contains 88864 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 17652 members 
Mstep: Class 20 contains 9459 members 
Mstep: Class 21 contains 11221 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2686 members 
Mstep: Class 28 contains 9088 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145608.000000 Penalty: 67216.164062
Iteration 120F: 32 clusters Score -3.414561e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 34817 members 
Mstep: Class 3 contains 143719 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57723 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 9004 members 
Mstep: Class 8 contains 11794 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14148 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106472 members 
Mstep: Class 17 contains 88864 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 17654 members 
Mstep: Class 20 contains 9458 members 
Mstep: Class 21 contains 11241 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2686 members 
Mstep: Class 28 contains 9073 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4768 members 
Mstep: Class 31 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145640.000000 Penalty: 67216.164062
Iteration 121Q: 32 clusters Score -3.414564e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 34817 members 
Mstep: Class 3 contains 143712 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57728 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 9008 members 
Mstep: Class 8 contains 11794 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14150 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106466 members 
Mstep: Class 17 contains 88862 members 
Mstep: Class 18 contains 2246 members 
Mstep: Class 19 contains 17656 members 
Mstep: Class 20 contains 9457 members 
Mstep: Class 21 contains 11260 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2686 members 
Mstep: Class 28 contains 9055 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4767 members 
Mstep: Class 31 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145696.000000 Penalty: 67216.164062
Iteration 122Q: 32 clusters Score -3.41457e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 34819 members 
Mstep: Class 3 contains 143705 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57720 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 9010 members 
Mstep: Class 8 contains 11795 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14152 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106466 members 
Mstep: Class 17 contains 88864 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17655 members 
Mstep: Class 20 contains 9454 members 
Mstep: Class 21 contains 11271 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2687 members 
Mstep: Class 28 contains 9044 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4768 members 
Mstep: Class 31 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145712.000000 Penalty: 67216.164062
Iteration 123Q: 32 clusters Score -3.414571e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 34825 members 
Mstep: Class 3 contains 143702 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57721 members 
Mstep: Class 6 contains 13260 members 
Mstep: Class 7 contains 9013 members 
Mstep: Class 8 contains 11795 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 14149 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 106462 members 
Mstep: Class 17 contains 88866 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17658 members 
Mstep: Class 20 contains 9452 members 
Mstep: Class 21 contains 11278 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2688 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4770 members 
Mstep: Class 31 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145720.000000 Penalty: 67216.164062
Iteration 124Q: 32 clusters Score -3.414572e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34827 members 
Mstep: Class 3 contains 143695 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57726 members 
Mstep: Class 6 contains 13261 members 
Mstep: Class 7 contains 9013 members 
Mstep: Class 8 contains 11793 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 14147 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 106463 members 
Mstep: Class 17 contains 88865 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17662 members 
Mstep: Class 20 contains 9450 members 
Mstep: Class 21 contains 11288 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 9020 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4771 members 
Mstep: Class 31 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145720.000000 Penalty: 67216.164062
Iteration 125Q: 32 clusters Score -3.414572e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 34830 members 
Mstep: Class 3 contains 143684 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57736 members 
Mstep: Class 6 contains 13263 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 1420 members 
Mstep: Class 14 contains 14138 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 106466 members 
Mstep: Class 17 contains 88864 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17663 members 
Mstep: Class 20 contains 9451 members 
Mstep: Class 21 contains 11305 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 9005 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4771 members 
Mstep: Class 31 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145640.000000 Penalty: 67216.164062
Iteration 126Q: 32 clusters Score -3.414564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 34833 members 
Mstep: Class 3 contains 143672 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57737 members 
Mstep: Class 6 contains 13266 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14136 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 106466 members 
Mstep: Class 17 contains 88867 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17665 members 
Mstep: Class 20 contains 9455 members 
Mstep: Class 21 contains 11325 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 8993 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4772 members 
Mstep: Class 31 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145644.000000 Penalty: 67216.164062
Iteration 127Q: 32 clusters Score -3.414564e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 34836 members 
Mstep: Class 3 contains 143666 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57740 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 3949 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 14134 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106464 members 
Mstep: Class 17 contains 88865 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17666 members 
Mstep: Class 20 contains 9455 members 
Mstep: Class 21 contains 11341 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 1093 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145616.000000 Penalty: 67216.164062
Iteration 128Q: 32 clusters Score -3.414562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 34837 members 
Mstep: Class 3 contains 143662 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57738 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 3948 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14138 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 106461 members 
Mstep: Class 17 contains 88866 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17665 members 
Mstep: Class 20 contains 9453 members 
Mstep: Class 21 contains 11354 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 1093 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145608.000000 Penalty: 67216.164062
Iteration 129Q: 32 clusters Score -3.414561e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 34838 members 
Mstep: Class 3 contains 143661 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57740 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 3949 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14136 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 106459 members 
Mstep: Class 17 contains 88863 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17667 members 
Mstep: Class 20 contains 9452 members 
Mstep: Class 21 contains 11364 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 8975 members 
Mstep: Class 29 contains 1093 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145604.000000 Penalty: 67216.164062
Iteration 130Q: 32 clusters Score -3.41456e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 34839 members 
Mstep: Class 3 contains 143661 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57742 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 3946 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106456 members 
Mstep: Class 17 contains 88859 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17669 members 
Mstep: Class 20 contains 9452 members 
Mstep: Class 21 contains 11373 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145584.000000 Penalty: 67216.164062
Iteration 131Q: 32 clusters Score -3.414558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 34843 members 
Mstep: Class 3 contains 143659 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57747 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 3944 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14137 members 
Mstep: Class 15 contains 7150 members 
Mstep: Class 16 contains 106453 members 
Mstep: Class 17 contains 88858 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17669 members 
Mstep: Class 20 contains 9450 members 
Mstep: Class 21 contains 11380 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145572.000000 Penalty: 67216.164062
Iteration 132Q: 32 clusters Score -3.414557e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 34845 members 
Mstep: Class 3 contains 143657 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57747 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14133 members 
Mstep: Class 15 contains 7150 members 
Mstep: Class 16 contains 106453 members 
Mstep: Class 17 contains 88857 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17670 members 
Mstep: Class 20 contains 9448 members 
Mstep: Class 21 contains 11385 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145640.000000 Penalty: 67216.164062
Iteration 133Q: 32 clusters Score -3.414564e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 34847 members 
Mstep: Class 3 contains 143653 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57753 members 
Mstep: Class 6 contains 13268 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14120 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106452 members 
Mstep: Class 17 contains 88857 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17673 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11386 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145660.000000 Penalty: 67216.164062
Iteration 134Q: 32 clusters Score -3.414566e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34847 members 
Mstep: Class 3 contains 143648 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57754 members 
Mstep: Class 6 contains 13269 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14114 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 106451 members 
Mstep: Class 17 contains 88855 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17678 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145632.000000 Penalty: 67216.164062
Iteration 135Q: 32 clusters Score -3.414563e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 34849 members 
Mstep: Class 3 contains 143644 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57758 members 
Mstep: Class 6 contains 13268 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 3952 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14106 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106450 members 
Mstep: Class 17 contains 88855 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17683 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11390 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4774 members 
Mstep: Class 31 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145656.000000 Penalty: 67216.164062
Iteration 136Q: 32 clusters Score -3.414566e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 34851 members 
Mstep: Class 3 contains 143639 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57765 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14097 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106449 members 
Mstep: Class 17 contains 88855 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17687 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11394 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4774 members 
Mstep: Class 31 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145592.000000 Penalty: 67216.164062
Iteration 137Q: 32 clusters Score -3.414559e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 34850 members 
Mstep: Class 3 contains 143637 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57769 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14089 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106449 members 
Mstep: Class 17 contains 88854 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17690 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4774 members 
Mstep: Class 31 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145616.000000 Penalty: 67216.164062
Iteration 138Q: 32 clusters Score -3.414562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 34851 members 
Mstep: Class 3 contains 143635 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57775 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14088 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106446 members 
Mstep: Class 17 contains 88855 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17690 members 
Mstep: Class 20 contains 9445 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145628.000000 Penalty: 67216.164062
Iteration 139Q: 32 clusters Score -3.414563e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 34852 members 
Mstep: Class 3 contains 143635 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57776 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14087 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106444 members 
Mstep: Class 17 contains 88856 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 17689 members 
Mstep: Class 20 contains 9446 members 
Mstep: Class 21 contains 11407 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145644.000000 Penalty: 67216.164062
Iteration 140F: 32 clusters Score -3.414564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 34854 members 
Mstep: Class 3 contains 143635 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57777 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 3952 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106442 members 
Mstep: Class 17 contains 88857 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 17688 members 
Mstep: Class 20 contains 9446 members 
Mstep: Class 21 contains 11413 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1850 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145680.000000 Penalty: 67216.164062
Iteration 141Q: 32 clusters Score -3.414568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 34853 members 
Mstep: Class 3 contains 143634 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57778 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 3950 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14081 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106441 members 
Mstep: Class 17 contains 88856 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17690 members 
Mstep: Class 20 contains 9446 members 
Mstep: Class 21 contains 11415 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1851 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145656.000000 Penalty: 67216.164062
Iteration 142Q: 32 clusters Score -3.414566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 34853 members 
Mstep: Class 3 contains 143633 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57779 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 3948 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106441 members 
Mstep: Class 17 contains 88856 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17690 members 
Mstep: Class 20 contains 9446 members 
Mstep: Class 21 contains 11419 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8939 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145684.000000 Penalty: 67216.164062
Iteration 143Q: 32 clusters Score -3.414568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 34853 members 
Mstep: Class 3 contains 143633 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57777 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 3949 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106441 members 
Mstep: Class 17 contains 88856 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17689 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11422 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8937 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145700.000000 Penalty: 67216.164062
Iteration 144Q: 32 clusters Score -3.41457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 34854 members 
Mstep: Class 3 contains 143633 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57779 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14081 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106441 members 
Mstep: Class 17 contains 88855 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17688 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11426 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4626 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8935 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145696.000000 Penalty: 67216.164062
Iteration 145Q: 32 clusters Score -3.41457e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 34856 members 
Mstep: Class 3 contains 143632 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57783 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106441 members 
Mstep: Class 17 contains 88855 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17685 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8934 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145692.000000 Penalty: 67216.164062
Iteration 146Q: 32 clusters Score -3.414569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 34856 members 
Mstep: Class 3 contains 143632 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57783 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11789 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 3948 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 14073 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106441 members 
Mstep: Class 17 contains 88856 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17684 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11433 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4774 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145688.000000 Penalty: 67216.164062
Iteration 147Q: 32 clusters Score -3.414569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 34859 members 
Mstep: Class 3 contains 143629 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57780 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11789 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5017 members 
Mstep: Class 11 contains 3948 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 14073 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106440 members 
Mstep: Class 17 contains 88856 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17684 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11437 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 8929 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145644.000000 Penalty: 67216.164062
Iteration 148Q: 32 clusters Score -3.414564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 34863 members 
Mstep: Class 3 contains 143625 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57778 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11788 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 14069 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106443 members 
Mstep: Class 17 contains 88856 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17684 members 
Mstep: Class 20 contains 9448 members 
Mstep: Class 21 contains 11439 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 8928 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145600.000000 Penalty: 67216.164062
Iteration 149Q: 32 clusters Score -3.41456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 34869 members 
Mstep: Class 3 contains 143623 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57777 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11788 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 3948 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106441 members 
Mstep: Class 17 contains 88854 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8925 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145608.000000 Penalty: 67216.164062
Iteration 150Q: 32 clusters Score -3.414561e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 34872 members 
Mstep: Class 3 contains 143621 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57781 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 11788 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14061 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106440 members 
Mstep: Class 17 contains 88851 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17681 members 
Mstep: Class 20 contains 9448 members 
Mstep: Class 21 contains 11446 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8924 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145640.000000 Penalty: 67216.164062
Iteration 151Q: 32 clusters Score -3.414564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 34871 members 
Mstep: Class 3 contains 143619 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57788 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9016 members 
Mstep: Class 8 contains 11787 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14056 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 106435 members 
Mstep: Class 17 contains 88851 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17680 members 
Mstep: Class 20 contains 9451 members 
Mstep: Class 21 contains 11448 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8923 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145648.000000 Penalty: 67216.164062
Iteration 152Q: 32 clusters Score -3.414565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 34872 members 
Mstep: Class 3 contains 143617 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57793 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9017 members 
Mstep: Class 8 contains 11788 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14052 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88850 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17678 members 
Mstep: Class 20 contains 9450 members 
Mstep: Class 21 contains 11449 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8921 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145660.000000 Penalty: 67216.164062
Iteration 153Q: 32 clusters Score -3.414566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 34872 members 
Mstep: Class 3 contains 143615 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57800 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9017 members 
Mstep: Class 8 contains 11788 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14043 members 
Mstep: Class 15 contains 7153 members 
Mstep: Class 16 contains 106435 members 
Mstep: Class 17 contains 88850 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17678 members 
Mstep: Class 20 contains 9450 members 
Mstep: Class 21 contains 11452 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2693 members 
Mstep: Class 28 contains 8919 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145656.000000 Penalty: 67216.164062
Iteration 154Q: 32 clusters Score -3.414566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 34873 members 
Mstep: Class 3 contains 143615 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57797 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9017 members 
Mstep: Class 8 contains 11788 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14046 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 106436 members 
Mstep: Class 17 contains 88846 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17679 members 
Mstep: Class 20 contains 9450 members 
Mstep: Class 21 contains 11455 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2693 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145692.000000 Penalty: 67216.164062
Iteration 155Q: 32 clusters Score -3.414569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 34875 members 
Mstep: Class 3 contains 143615 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57803 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9017 members 
Mstep: Class 8 contains 11787 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14043 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 106436 members 
Mstep: Class 17 contains 88840 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17680 members 
Mstep: Class 20 contains 9449 members 
Mstep: Class 21 contains 11456 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2693 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145688.000000 Penalty: 67216.164062
Iteration 156Q: 32 clusters Score -3.414569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 34876 members 
Mstep: Class 3 contains 143614 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57806 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9017 members 
Mstep: Class 8 contains 11787 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14040 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 106436 members 
Mstep: Class 17 contains 88837 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17681 members 
Mstep: Class 20 contains 9448 members 
Mstep: Class 21 contains 11456 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2693 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145676.000000 Penalty: 67216.164062
Iteration 157Q: 32 clusters Score -3.414568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 34877 members 
Mstep: Class 3 contains 143613 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57805 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9017 members 
Mstep: Class 8 contains 11785 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14040 members 
Mstep: Class 15 contains 7160 members 
Mstep: Class 16 contains 106435 members 
Mstep: Class 17 contains 88835 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17681 members 
Mstep: Class 20 contains 9448 members 
Mstep: Class 21 contains 11457 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145668.000000 Penalty: 67216.164062
Iteration 158Q: 32 clusters Score -3.414567e+07 nChanged 27
Entering ConstructFrom: 
Score: -34145668.000000 Penalty: 67216.164062
Entering ConstructFrom: 
Trying to split cluster 1 (40764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Entering Unmasked Estep 
Score: -2372112.750000 Penalty: 1725.027710
	Iteration 0F: 2 clusters Score -2372113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2344934.250000 Penalty: 3450.055420
	Iteration 0F: 3 clusters Score -2344934 nChanged 18872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2355593.500000 Penalty: 3450.055420
	Iteration 1F: 3 clusters Score -2355594 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2356229.250000 Penalty: 3450.055420
	Iteration 2Q: 3 clusters Score -2356229 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2356993.250000 Penalty: 3450.055420
	Iteration 3Q: 3 clusters Score -2356993 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2357977.000000 Penalty: 3450.055420
	Iteration 4F: 3 clusters Score -2357977 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2359185.250000 Penalty: 3450.055420
	Iteration 5F: 3 clusters Score -2359185 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2360670.000000 Penalty: 3450.055420
	Iteration 6F: 3 clusters Score -2360670 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2362341.750000 Penalty: 3450.055420
	Iteration 7F: 3 clusters Score -2362342 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2363980.000000 Penalty: 3450.055420
	Iteration 8F: 3 clusters Score -2363980 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2365568.250000 Penalty: 3450.055420
	Iteration 9F: 3 clusters Score -2365568 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2367051.500000 Penalty: 3450.055420
	Iteration 10Q: 3 clusters Score -2367052 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2368358.750000 Penalty: 3450.055420
	Iteration 11Q: 3 clusters Score -2368359 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2369363.000000 Penalty: 3450.055420
	Iteration 12Q: 3 clusters Score -2369363 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2369962.250000 Penalty: 3450.055420
	Iteration 13Q: 3 clusters Score -2369962 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2370236.000000 Penalty: 3450.055420
	Iteration 14Q: 3 clusters Score -2370236 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2370382.500000 Penalty: 3450.055420
	Iteration 15Q: 3 clusters Score -2370382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2370451.750000 Penalty: 3450.055420
	Iteration 16Q: 3 clusters Score -2370452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2370489.250000 Penalty: 3450.055420
	Iteration 17Q: 3 clusters Score -2370489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2370519.750000 Penalty: 3450.055420
	Iteration 18Q: 3 clusters Score -2370520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2370534.750000 Penalty: 3450.055420
	Iteration 19Q: 3 clusters Score -2370535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2370549.750000 Penalty: 3450.055420
	Iteration 20F: 3 clusters Score -2370550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2370559.250000 Penalty: 3450.055420
	Iteration 21Q: 3 clusters Score -2370559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2370561.500000 Penalty: 3450.055420
	Iteration 22Q: 3 clusters Score -2370562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2370564.000000 Penalty: 3450.055420
	Iteration 23Q: 3 clusters Score -2370564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2370564.000000 Penalty: 3450.055420
	Iteration 24F: 3 clusters Score -2370564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Entering Unmasked Estep 
Score: -2027969.250000 Penalty: 1699.691528
	Iteration 0F: 2 clusters Score -2027969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2004636.500000 Penalty: 3399.383057
	Iteration 0F: 3 clusters Score -2004636 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2013653.250000 Penalty: 3399.383057
	Iteration 1F: 3 clusters Score -2013653 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2014282.875000 Penalty: 3399.383057
	Iteration 2Q: 3 clusters Score -2014283 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2015119.000000 Penalty: 3399.383057
	Iteration 3F: 3 clusters Score -2015119 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2016394.000000 Penalty: 3399.383057
	Iteration 4F: 3 clusters Score -2016394 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -2018292.000000 Penalty: 3399.383057
	Iteration 5F: 3 clusters Score -2018292 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -2020762.250000 Penalty: 3399.383057
	Iteration 6F: 3 clusters Score -2020762 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -2023257.125000 Penalty: 3399.383057
	Iteration 7F: 3 clusters Score -2023257 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -2024993.375000 Penalty: 3399.383057
	Iteration 8F: 3 clusters Score -2024993 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -2025888.125000 Penalty: 3399.383057
	Iteration 9Q: 3 clusters Score -2025888 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -2026206.875000 Penalty: 3399.383057
	Iteration 10Q: 3 clusters Score -2026207 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -2026322.875000 Penalty: 3399.383057
	Iteration 11Q: 3 clusters Score -2026323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -2026367.875000 Penalty: 3399.383057
	Iteration 12Q: 3 clusters Score -2026368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -2026392.500000 Penalty: 3399.383057
	Iteration 13Q: 3 clusters Score -2026392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -2026406.000000 Penalty: 3399.383057
	Iteration 14Q: 3 clusters Score -2026406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -2026415.125000 Penalty: 3399.383057
	Iteration 15Q: 3 clusters Score -2026415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -2026428.250000 Penalty: 3399.383057
	Iteration 16Q: 3 clusters Score -2026428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -2026439.125000 Penalty: 3399.383057
	Iteration 17Q: 3 clusters Score -2026439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -2026447.125000 Penalty: 3399.383057
	Iteration 18Q: 3 clusters Score -2026447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -2026454.625000 Penalty: 3399.383057
	Iteration 19Q: 3 clusters Score -2026455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -2026460.750000 Penalty: 3399.383057
	Iteration 20F: 3 clusters Score -2026461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -2026459.750000 Penalty: 3399.383057
	Iteration 21Q: 3 clusters Score -2026460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -2026460.750000 Penalty: 3399.383057
	Iteration 22Q: 3 clusters Score -2026461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -2026460.750000 Penalty: 3399.383057
	Iteration 23F: 3 clusters Score -2026461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (143611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143611 members 
Entering Unmasked Estep 
Score: -8428097.000000 Penalty: 1929.665283
	Iteration 0F: 2 clusters Score -8428097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -8331857.500000 Penalty: 3859.330566
	Iteration 0F: 3 clusters Score -8331858 nChanged 69239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -8373398.500000 Penalty: 3859.330566
	Iteration 1F: 3 clusters Score -8373398 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -8375619.500000 Penalty: 3859.330566
	Iteration 2Q: 3 clusters Score -8375620 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -8379435.500000 Penalty: 3859.330566
	Iteration 3Q: 3 clusters Score -8379436 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -8385761.500000 Penalty: 3859.330566
	Iteration 4F: 3 clusters Score -8385762 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -8395363.000000 Penalty: 3859.330566
	Iteration 5F: 3 clusters Score -8395363 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 120891 members 
Entering Unmasked Estep 
Score: -8406165.000000 Penalty: 3859.330566
	Iteration 6F: 3 clusters Score -8406165 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 130465 members 
Entering Unmasked Estep 
Score: -8414988.000000 Penalty: 3859.330566
	Iteration 7F: 3 clusters Score -8414988 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 136605 members 
Entering Unmasked Estep 
Score: -8420669.000000 Penalty: 3859.330566
	Iteration 8Q: 3 clusters Score -8420669 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 140039 members 
Entering Unmasked Estep 
Score: -8423654.000000 Penalty: 3859.330566
	Iteration 9Q: 3 clusters Score -8423654 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 141683 members 
Entering Unmasked Estep 
Score: -8425041.000000 Penalty: 3859.330566
	Iteration 10Q: 3 clusters Score -8425041 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 142487 members 
Entering Unmasked Estep 
Score: -8425667.000000 Penalty: 3859.330566
	Iteration 11Q: 3 clusters Score -8425667 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 142856 members 
Entering Unmasked Estep 
Score: -8426020.000000 Penalty: 3859.330566
	Iteration 12Q: 3 clusters Score -8426020 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 143055 members 
Entering Unmasked Estep 
Score: -8426212.000000 Penalty: 3859.330566
	Iteration 13Q: 3 clusters Score -8426212 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -8426299.000000 Penalty: 3859.330566
	Iteration 14Q: 3 clusters Score -8426299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 143179 members 
Entering Unmasked Estep 
Score: -8426326.000000 Penalty: 3859.330566
	Iteration 15Q: 3 clusters Score -8426326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 143202 members 
Entering Unmasked Estep 
Score: -8426362.000000 Penalty: 3859.330566
	Iteration 16Q: 3 clusters Score -8426362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 143219 members 
Entering Unmasked Estep 
Score: -8426382.000000 Penalty: 3859.330566
	Iteration 17Q: 3 clusters Score -8426382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 143226 members 
Entering Unmasked Estep 
Score: -8426395.000000 Penalty: 3859.330566
	Iteration 18Q: 3 clusters Score -8426395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 143231 members 
Entering Unmasked Estep 
Score: -8426399.000000 Penalty: 3859.330566
	Iteration 19Q: 3 clusters Score -8426399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 143237 members 
Entering Unmasked Estep 
Score: -8426394.000000 Penalty: 3859.330566
	Iteration 20F: 3 clusters Score -8426394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 143243 members 
Entering Unmasked Estep 
Score: -8426405.000000 Penalty: 3859.330566
	Iteration 21Q: 3 clusters Score -8426405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 143245 members 
Entering Unmasked Estep 
Score: -8426406.000000 Penalty: 3859.330566
	Iteration 22Q: 3 clusters Score -8426406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 143247 members 
Entering Unmasked Estep 
Score: -8426410.000000 Penalty: 3859.330566
	Iteration 23Q: 3 clusters Score -8426410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 143250 members 
Entering Unmasked Estep 
Score: -8426419.000000 Penalty: 3859.330566
	Iteration 24Q: 3 clusters Score -8426419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 143252 members 
Entering Unmasked Estep 
Score: -8426421.000000 Penalty: 3859.330566
	Iteration 25Q: 3 clusters Score -8426421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 143255 members 
Entering Unmasked Estep 
Score: -8426427.000000 Penalty: 3859.330566
	Iteration 26Q: 3 clusters Score -8426427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 143259 members 
Entering Unmasked Estep 
Score: -8426423.000000 Penalty: 3859.330566
	Iteration 27Q: 3 clusters Score -8426423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 143262 members 
Entering Unmasked Estep 
Score: -8426429.000000 Penalty: 3859.330566
	Iteration 28Q: 3 clusters Score -8426429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -8426431.000000 Penalty: 3859.330566
	Iteration 29Q: 3 clusters Score -8426431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 143264 members 
Entering Unmasked Estep 
Score: -8426431.000000 Penalty: 3859.330566
	Iteration 30Q: 3 clusters Score -8426431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 143268 members 
Entering Unmasked Estep 
Score: -8426435.000000 Penalty: 3859.330566
	Iteration 31Q: 3 clusters Score -8426435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -8426441.000000 Penalty: 3859.330566
	Iteration 32Q: 3 clusters Score -8426441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -8426440.000000 Penalty: 3859.330566
	Iteration 33Q: 3 clusters Score -8426440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -8426440.000000 Penalty: 3859.330566
	Iteration 34F: 3 clusters Score -8426440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -262048.781250 Penalty: 1363.123169
	Iteration 0F: 2 clusters Score -262048.8 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 2255 members 
Entering Unmasked Estep 
Score: -258417.875000 Penalty: 2726.246338
	Iteration 0F: 3 clusters Score -258417.9 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -259382.718750 Penalty: 2726.246338
	Iteration 1F: 3 clusters Score -259382.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -259552.812500 Penalty: 2726.246338
	Iteration 2F: 3 clusters Score -259552.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -259679.359375 Penalty: 2726.246338
	Iteration 3F: 3 clusters Score -259679.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -259750.578125 Penalty: 2726.246338
	Iteration 4Q: 3 clusters Score -259750.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -259814.203125 Penalty: 2726.246338
	Iteration 5Q: 3 clusters Score -259814.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -259871.625000 Penalty: 2726.246338
	Iteration 6Q: 3 clusters Score -259871.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -259937.953125 Penalty: 2726.246338
	Iteration 7Q: 3 clusters Score -259938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -260012.250000 Penalty: 2726.246338
	Iteration 8Q: 3 clusters Score -260012.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -260090.656250 Penalty: 2726.246338
	Iteration 9Q: 3 clusters Score -260090.7 nChanged 132
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: -260178.140625 Penalty: 2726.246338
	Iteration 10Q: 3 clusters Score -260178.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -260283.500000 Penalty: 2726.246338
	Iteration 11Q: 3 clusters Score -260283.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -260378.984375 Penalty: 2726.246338
	Iteration 12Q: 3 clusters Score -260379 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -260466.781250 Penalty: 2726.246338
	Iteration 13Q: 3 clusters Score -260466.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -260548.812500 Penalty: 2726.246338
	Iteration 14Q: 3 clusters Score -260548.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -260610.453125 Penalty: 2726.246338
	Iteration 15Q: 3 clusters Score -260610.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -260643.296875 Penalty: 2726.246338
	Iteration 16Q: 3 clusters Score -260643.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -260670.156250 Penalty: 2726.246338
	Iteration 17Q: 3 clusters Score -260670.2 nChanged 28
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: -260687.484375 Penalty: 2726.246338
	Iteration 18Q: 3 clusters Score -260687.5 nChanged 30
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: -260708.093750 Penalty: 2726.246338
	Iteration 19Q: 3 clusters Score -260708.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -260733.000000 Penalty: 2726.246338
	Iteration 20F: 3 clusters Score -260733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -260749.296875 Penalty: 2726.246338
	Iteration 21Q: 3 clusters Score -260749.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -260764.390625 Penalty: 2726.246338
	Iteration 22Q: 3 clusters Score -260764.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -260772.921875 Penalty: 2726.246338
	Iteration 23Q: 3 clusters Score -260772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -260784.890625 Penalty: 2726.246338
	Iteration 24Q: 3 clusters Score -260784.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -260797.687500 Penalty: 2726.246338
	Iteration 25Q: 3 clusters Score -260797.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -260808.125000 Penalty: 2726.246338
	Iteration 26Q: 3 clusters Score -260808.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -260814.500000 Penalty: 2726.246338
	Iteration 27Q: 3 clusters Score -260814.5 nChanged 10
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: -260819.109375 Penalty: 2726.246338
	Iteration 28Q: 3 clusters Score -260819.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -260825.171875 Penalty: 2726.246338
	Iteration 29Q: 3 clusters Score -260825.2 nChanged 6
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: -260828.718750 Penalty: 2726.246338
	Iteration 30Q: 3 clusters Score -260828.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -260829.718750 Penalty: 2726.246338
	Iteration 31Q: 3 clusters Score -260829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -260830.562500 Penalty: 2726.246338
	Iteration 32Q: 3 clusters Score -260830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -260832.000000 Penalty: 2726.246338
	Iteration 33Q: 3 clusters Score -260832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -260832.890625 Penalty: 2726.246338
	Iteration 34Q: 3 clusters Score -260832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -260833.093750 Penalty: 2726.246338
	Iteration 35Q: 3 clusters Score -260833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -260833.093750 Penalty: 2726.246338
	Iteration 36F: 3 clusters Score -260833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Entering Unmasked Estep 
Score: -2947326.500000 Penalty: 1781.787720
	Iteration 0F: 2 clusters Score -2947326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -2908693.750000 Penalty: 3563.575439
	Iteration 0F: 3 clusters Score -2908694 nChanged 27245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -2924623.250000 Penalty: 3563.575439
	Iteration 1F: 3 clusters Score -2924623 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -2925946.750000 Penalty: 3563.575439
	Iteration 2F: 3 clusters Score -2925947 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -2927934.250000 Penalty: 3563.575439
	Iteration 3F: 3 clusters Score -2927934 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -2930638.500000 Penalty: 3563.575439
	Iteration 4F: 3 clusters Score -2930638 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -2933783.250000 Penalty: 3563.575439
	Iteration 5F: 3 clusters Score -2933783 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -2936727.250000 Penalty: 3563.575439
	Iteration 6F: 3 clusters Score -2936727 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -2939120.750000 Penalty: 3563.575439
	Iteration 7F: 3 clusters Score -2939121 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -2940798.750000 Penalty: 3563.575439
	Iteration 8Q: 3 clusters Score -2940799 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -2941928.750000 Penalty: 3563.575439
	Iteration 9Q: 3 clusters Score -2941929 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -2942718.000000 Penalty: 3563.575439
	Iteration 10Q: 3 clusters Score -2942718 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -2943474.500000 Penalty: 3563.575439
	Iteration 11Q: 3 clusters Score -2943474 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -2944101.250000 Penalty: 3563.575439
	Iteration 12Q: 3 clusters Score -2944101 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -2944628.250000 Penalty: 3563.575439
	Iteration 13Q: 3 clusters Score -2944628 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -2945009.750000 Penalty: 3563.575439
	Iteration 14Q: 3 clusters Score -2945010 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -2945249.750000 Penalty: 3563.575439
	Iteration 15Q: 3 clusters Score -2945250 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -2945431.000000 Penalty: 3563.575439
	Iteration 16Q: 3 clusters Score -2945431 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -2945557.500000 Penalty: 3563.575439
	Iteration 17Q: 3 clusters Score -2945558 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -2945671.250000 Penalty: 3563.575439
	Iteration 18Q: 3 clusters Score -2945671 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -2945756.750000 Penalty: 3563.575439
	Iteration 19Q: 3 clusters Score -2945757 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -2945831.000000 Penalty: 3563.575439
	Iteration 20F: 3 clusters Score -2945831 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -2945877.250000 Penalty: 3563.575439
	Iteration 21Q: 3 clusters Score -2945877 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -2945941.500000 Penalty: 3563.575439
	Iteration 22Q: 3 clusters Score -2945942 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -2945982.500000 Penalty: 3563.575439
	Iteration 23Q: 3 clusters Score -2945982 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -2946030.000000 Penalty: 3563.575439
	Iteration 24Q: 3 clusters Score -2946030 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -2946064.250000 Penalty: 3563.575439
	Iteration 25Q: 3 clusters Score -2946064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -2946110.000000 Penalty: 3563.575439
	Iteration 26Q: 3 clusters Score -2946110 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -2946159.000000 Penalty: 3563.575439
	Iteration 27Q: 3 clusters Score -2946159 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -2946194.500000 Penalty: 3563.575439
	Iteration 28Q: 3 clusters Score -2946194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -2946232.500000 Penalty: 3563.575439
	Iteration 29Q: 3 clusters Score -2946232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -2946246.250000 Penalty: 3563.575439
	Iteration 30Q: 3 clusters Score -2946246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -2946262.000000 Penalty: 3563.575439
	Iteration 31Q: 3 clusters Score -2946262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -2946269.500000 Penalty: 3563.575439
	Iteration 32Q: 3 clusters Score -2946270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -2946275.750000 Penalty: 3563.575439
	Iteration 33Q: 3 clusters Score -2946276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -2946286.250000 Penalty: 3563.575439
	Iteration 34Q: 3 clusters Score -2946286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -2946292.250000 Penalty: 3563.575439
	Iteration 35Q: 3 clusters Score -2946292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -2946290.750000 Penalty: 3563.575439
	Iteration 36Q: 3 clusters Score -2946291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -2946292.750000 Penalty: 3563.575439
	Iteration 37Q: 3 clusters Score -2946293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -2946293.250000 Penalty: 3563.575439
	Iteration 38Q: 3 clusters Score -2946293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -2946292.500000 Penalty: 3563.575439
	Iteration 39Q: 3 clusters Score -2946292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -2946297.250000 Penalty: 3563.575439
	Iteration 40F: 3 clusters Score -2946297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -2946291.750000 Penalty: 3563.575439
	Iteration 41Q: 3 clusters Score -2946292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -2946296.000000 Penalty: 3563.575439
	Iteration 42Q: 3 clusters Score -2946296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -2946293.500000 Penalty: 3563.575439
	Iteration 43Q: 3 clusters Score -2946294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -2946297.750000 Penalty: 3563.575439
	Iteration 44Q: 3 clusters Score -2946298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -2946298.500000 Penalty: 3563.575439
	Iteration 45Q: 3 clusters Score -2946298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -2946299.750000 Penalty: 3563.575439
	Iteration 46Q: 3 clusters Score -2946300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -2946300.000000 Penalty: 3563.575439
	Iteration 47Q: 3 clusters Score -2946300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -2946301.500000 Penalty: 3563.575439
	Iteration 48Q: 3 clusters Score -2946302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -2946300.250000 Penalty: 3563.575439
	Iteration 49Q: 3 clusters Score -2946300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -2946300.250000 Penalty: 3563.575439
	Iteration 50F: 3 clusters Score -2946300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Entering Unmasked Estep 
Score: -750763.250000 Penalty: 1542.618286
	Iteration 0F: 2 clusters Score -750763.2 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 6609 members 
Entering Unmasked Estep 
Score: -741516.375000 Penalty: 3085.236572
	Iteration 0F: 3 clusters Score -741516.4 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -744877.312500 Penalty: 3085.236572
	Iteration 1F: 3 clusters Score -744877.3 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -745358.437500 Penalty: 3085.236572
	Iteration 2F: 3 clusters Score -745358.4 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -745803.000000 Penalty: 3085.236572
	Iteration 3F: 3 clusters Score -745803 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -746237.500000 Penalty: 3085.236572
	Iteration 4F: 3 clusters Score -746237.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -746720.625000 Penalty: 3085.236572
	Iteration 5F: 3 clusters Score -746720.6 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -747224.562500 Penalty: 3085.236572
	Iteration 6F: 3 clusters Score -747224.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -747667.687500 Penalty: 3085.236572
	Iteration 7F: 3 clusters Score -747667.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -748032.437500 Penalty: 3085.236572
	Iteration 8Q: 3 clusters Score -748032.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -748293.875000 Penalty: 3085.236572
	Iteration 9Q: 3 clusters Score -748293.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -748550.500000 Penalty: 3085.236572
	Iteration 10Q: 3 clusters Score -748550.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -748811.750000 Penalty: 3085.236572
	Iteration 11Q: 3 clusters Score -748811.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -749054.812500 Penalty: 3085.236572
	Iteration 12Q: 3 clusters Score -749054.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -749262.812500 Penalty: 3085.236572
	Iteration 13Q: 3 clusters Score -749262.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -749482.750000 Penalty: 3085.236572
	Iteration 14Q: 3 clusters Score -749482.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -749724.937500 Penalty: 3085.236572
	Iteration 15Q: 3 clusters Score -749724.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -749977.750000 Penalty: 3085.236572
	Iteration 16Q: 3 clusters Score -749977.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -750235.812500 Penalty: 3085.236572
	Iteration 17Q: 3 clusters Score -750235.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -750488.437500 Penalty: 3085.236572
	Iteration 18Q: 3 clusters Score -750488.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -750699.375000 Penalty: 3085.236572
	Iteration 19Q: 3 clusters Score -750699.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -750937.562500 Penalty: 3085.236572
	Iteration 20F: 3 clusters Score -750937.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -751068.250000 Penalty: 3085.236572
	Iteration 21Q: 3 clusters Score -751068.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -751116.437500 Penalty: 3085.236572
	Iteration 22Q: 3 clusters Score -751116.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -751131.250000 Penalty: 3085.236572
	Iteration 23Q: 3 clusters Score -751131.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -751143.562500 Penalty: 3085.236572
	Iteration 24Q: 3 clusters Score -751143.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -751147.375000 Penalty: 3085.236572
	Iteration 25Q: 3 clusters Score -751147.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -751148.375000 Penalty: 3085.236572
	Iteration 26Q: 3 clusters Score -751148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -751148.812500 Penalty: 3085.236572
	Iteration 27Q: 3 clusters Score -751148.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -751150.875000 Penalty: 3085.236572
	Iteration 28Q: 3 clusters Score -751150.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -751149.937500 Penalty: 3085.236572
	Iteration 29Q: 3 clusters Score -751149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -751149.875000 Penalty: 3085.236572
	Iteration 30Q: 3 clusters Score -751149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -751151.875000 Penalty: 3085.236572
	Iteration 31Q: 3 clusters Score -751151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -751153.187500 Penalty: 3085.236572
	Iteration 32Q: 3 clusters Score -751153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -751152.437500 Penalty: 3085.236572
	Iteration 33Q: 3 clusters Score -751152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -751151.000000 Penalty: 3085.236572
	Iteration 34Q: 3 clusters Score -751151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -751153.062500 Penalty: 3085.236572
	Iteration 35Q: 3 clusters Score -751153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -751152.500000 Penalty: 3085.236572
	Iteration 36Q: 3 clusters Score -751152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -751152.875000 Penalty: 3085.236572
	Iteration 37Q: 3 clusters Score -751152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -751152.875000 Penalty: 3085.236572
	Iteration 38Q: 3 clusters Score -751152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -751152.875000 Penalty: 3085.236572
	Iteration 39F: 3 clusters Score -751152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 34879 members 
Mstep: Class 3 contains 143611 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57806 members 
Mstep: Class 6 contains 9481 members 
Mstep: Class 7 contains 9017 members 
Mstep: Class 8 contains 11783 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14037 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88831 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9448 members 
Mstep: Class 21 contains 11461 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2818 members 
Mstep: Class 32 contains 3786 members 
Entering Unmasked Estep 
Score: -34145544.000000 Penalty: 69384.421875
Splitting cluster 6 changes total score from -34145668.000000 to -34145544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Entering Unmasked Estep 
Score: -488370.718750 Penalty: 1479.865845
	Iteration 0F: 2 clusters Score -488370.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -481887.062500 Penalty: 2959.731689
	Iteration 0F: 3 clusters Score -481887.1 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -484120.562500 Penalty: 2959.731689
	Iteration 1F: 3 clusters Score -484120.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -484559.156250 Penalty: 2959.731689
	Iteration 2F: 3 clusters Score -484559.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -485036.718750 Penalty: 2959.731689
	Iteration 3F: 3 clusters Score -485036.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -485587.781250 Penalty: 2959.731689
	Iteration 4F: 3 clusters Score -485587.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -486073.250000 Penalty: 2959.731689
	Iteration 5F: 3 clusters Score -486073.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -486483.281250 Penalty: 2959.731689
	Iteration 6F: 3 clusters Score -486483.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -486821.750000 Penalty: 2959.731689
	Iteration 7Q: 3 clusters Score -486821.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -487091.218750 Penalty: 2959.731689
	Iteration 8Q: 3 clusters Score -487091.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -487293.468750 Penalty: 2959.731689
	Iteration 9Q: 3 clusters Score -487293.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -487451.250000 Penalty: 2959.731689
	Iteration 10Q: 3 clusters Score -487451.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -487562.906250 Penalty: 2959.731689
	Iteration 11Q: 3 clusters Score -487562.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -487636.375000 Penalty: 2959.731689
	Iteration 12Q: 3 clusters Score -487636.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -487687.531250 Penalty: 2959.731689
	Iteration 13Q: 3 clusters Score -487687.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -487725.906250 Penalty: 2959.731689
	Iteration 14Q: 3 clusters Score -487725.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -487758.875000 Penalty: 2959.731689
	Iteration 15Q: 3 clusters Score -487758.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -487791.718750 Penalty: 2959.731689
	Iteration 16Q: 3 clusters Score -487791.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -487834.781250 Penalty: 2959.731689
	Iteration 17Q: 3 clusters Score -487834.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -487880.562500 Penalty: 2959.731689
	Iteration 18Q: 3 clusters Score -487880.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -487925.250000 Penalty: 2959.731689
	Iteration 19Q: 3 clusters Score -487925.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -487968.000000 Penalty: 2959.731689
	Iteration 20F: 3 clusters Score -487968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -488027.000000 Penalty: 2959.731689
	Iteration 21Q: 3 clusters Score -488027 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -488080.187500 Penalty: 2959.731689
	Iteration 22Q: 3 clusters Score -488080.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -488125.843750 Penalty: 2959.731689
	Iteration 23Q: 3 clusters Score -488125.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -488155.000000 Penalty: 2959.731689
	Iteration 24Q: 3 clusters Score -488155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -488175.093750 Penalty: 2959.731689
	Iteration 25Q: 3 clusters Score -488175.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -488188.375000 Penalty: 2959.731689
	Iteration 26Q: 3 clusters Score -488188.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -488194.343750 Penalty: 2959.731689
	Iteration 27Q: 3 clusters Score -488194.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -488200.375000 Penalty: 2959.731689
	Iteration 28Q: 3 clusters Score -488200.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -488204.312500 Penalty: 2959.731689
	Iteration 29Q: 3 clusters Score -488204.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -488209.625000 Penalty: 2959.731689
	Iteration 30Q: 3 clusters Score -488209.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -488214.062500 Penalty: 2959.731689
	Iteration 31Q: 3 clusters Score -488214.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -488218.937500 Penalty: 2959.731689
	Iteration 32Q: 3 clusters Score -488218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -488220.937500 Penalty: 2959.731689
	Iteration 33Q: 3 clusters Score -488220.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -488226.687500 Penalty: 2959.731689
	Iteration 34Q: 3 clusters Score -488226.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -488228.843750 Penalty: 2959.731689
	Iteration 35Q: 3 clusters Score -488228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -488231.156250 Penalty: 2959.731689
	Iteration 36Q: 3 clusters Score -488231.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -488234.718750 Penalty: 2959.731689
	Iteration 37Q: 3 clusters Score -488234.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -488238.656250 Penalty: 2959.731689
	Iteration 38Q: 3 clusters Score -488238.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -488242.250000 Penalty: 2959.731689
	Iteration 39Q: 3 clusters Score -488242.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -488245.156250 Penalty: 2959.731689
	Iteration 40F: 3 clusters Score -488245.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -488247.875000 Penalty: 2959.731689
	Iteration 41Q: 3 clusters Score -488247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -488248.156250 Penalty: 2959.731689
	Iteration 42Q: 3 clusters Score -488248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -488248.875000 Penalty: 2959.731689
	Iteration 43Q: 3 clusters Score -488248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -488249.562500 Penalty: 2959.731689
	Iteration 44Q: 3 clusters Score -488249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -488250.031250 Penalty: 2959.731689
	Iteration 45Q: 3 clusters Score -488250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -488251.843750 Penalty: 2959.731689
	Iteration 46Q: 3 clusters Score -488251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -488253.343750 Penalty: 2959.731689
	Iteration 47Q: 3 clusters Score -488253.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -488256.093750 Penalty: 2959.731689
	Iteration 48Q: 3 clusters Score -488256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -488257.375000 Penalty: 2959.731689
	Iteration 49Q: 3 clusters Score -488257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -488257.718750 Penalty: 2959.731689
	Iteration 50Q: 3 clusters Score -488257.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -488258.375000 Penalty: 2959.731689
	Iteration 51Q: 3 clusters Score -488258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -488258.156250 Penalty: 2959.731689
	Iteration 52Q: 3 clusters Score -488258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -488259.000000 Penalty: 2959.731689
	Iteration 53Q: 3 clusters Score -488259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -488262.062500 Penalty: 2959.731689
	Iteration 54Q: 3 clusters Score -488262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -488261.812500 Penalty: 2959.731689
	Iteration 55Q: 3 clusters Score -488261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -488261.593750 Penalty: 2959.731689
	Iteration 56Q: 3 clusters Score -488261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -488265.062500 Penalty: 2959.731689
	Iteration 57Q: 3 clusters Score -488265.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -488264.781250 Penalty: 2959.731689
	Iteration 58Q: 3 clusters Score -488264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -488265.531250 Penalty: 2959.731689
	Iteration 59Q: 3 clusters Score -488265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -488264.906250 Penalty: 2959.731689
	Iteration 60F: 3 clusters Score -488264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -488266.343750 Penalty: 2959.731689
	Iteration 61Q: 3 clusters Score -488266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -488266.062500 Penalty: 2959.731689
	Iteration 62Q: 3 clusters Score -488266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -488267.750000 Penalty: 2959.731689
	Iteration 63Q: 3 clusters Score -488267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -488269.000000 Penalty: 2959.731689
	Iteration 64Q: 3 clusters Score -488269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -488269.312500 Penalty: 2959.731689
	Iteration 65Q: 3 clusters Score -488269.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -488270.531250 Penalty: 2959.731689
	Iteration 66Q: 3 clusters Score -488270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -488270.093750 Penalty: 2959.731689
	Iteration 67Q: 3 clusters Score -488270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -488269.937500 Penalty: 2959.731689
	Iteration 68Q: 3 clusters Score -488269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -488269.656250 Penalty: 2959.731689
	Iteration 69Q: 3 clusters Score -488269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -488271.062500 Penalty: 2959.731689
	Iteration 70Q: 3 clusters Score -488271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -488273.187500 Penalty: 2959.731689
	Iteration 71Q: 3 clusters Score -488273.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -488275.812500 Penalty: 2959.731689
	Iteration 72Q: 3 clusters Score -488275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -488276.468750 Penalty: 2959.731689
	Iteration 73Q: 3 clusters Score -488276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -488276.937500 Penalty: 2959.731689
	Iteration 74Q: 3 clusters Score -488276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -488276.343750 Penalty: 2959.731689
	Iteration 75Q: 3 clusters Score -488276.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -488276.343750 Penalty: 2959.731689
	Iteration 76F: 3 clusters Score -488276.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Entering Unmasked Estep 
Score: -687716.500000 Penalty: 1523.342163
	Iteration 0F: 2 clusters Score -687716.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -679358.250000 Penalty: 3046.684326
	Iteration 0F: 3 clusters Score -679358.2 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -682107.750000 Penalty: 3046.684326
	Iteration 1F: 3 clusters Score -682107.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -682347.875000 Penalty: 3046.684326
	Iteration 2F: 3 clusters Score -682347.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -682529.125000 Penalty: 3046.684326
	Iteration 3Q: 3 clusters Score -682529.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -682686.250000 Penalty: 3046.684326
	Iteration 4Q: 3 clusters Score -682686.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -682829.125000 Penalty: 3046.684326
	Iteration 5Q: 3 clusters Score -682829.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -682946.062500 Penalty: 3046.684326
	Iteration 6Q: 3 clusters Score -682946.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -683046.562500 Penalty: 3046.684326
	Iteration 7Q: 3 clusters Score -683046.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -683153.500000 Penalty: 3046.684326
	Iteration 8Q: 3 clusters Score -683153.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -683276.750000 Penalty: 3046.684326
	Iteration 9Q: 3 clusters Score -683276.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -683412.250000 Penalty: 3046.684326
	Iteration 10Q: 3 clusters Score -683412.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -683581.750000 Penalty: 3046.684326
	Iteration 11Q: 3 clusters Score -683581.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -683793.875000 Penalty: 3046.684326
	Iteration 12Q: 3 clusters Score -683793.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -684059.750000 Penalty: 3046.684326
	Iteration 13Q: 3 clusters Score -684059.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -684352.312500 Penalty: 3046.684326
	Iteration 14Q: 3 clusters Score -684352.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -684658.062500 Penalty: 3046.684326
	Iteration 15Q: 3 clusters Score -684658.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -684947.000000 Penalty: 3046.684326
	Iteration 16Q: 3 clusters Score -684947 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -685234.375000 Penalty: 3046.684326
	Iteration 17Q: 3 clusters Score -685234.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -685504.187500 Penalty: 3046.684326
	Iteration 18Q: 3 clusters Score -685504.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -685730.125000 Penalty: 3046.684326
	Iteration 19Q: 3 clusters Score -685730.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -685906.687500 Penalty: 3046.684326
	Iteration 20F: 3 clusters Score -685906.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -686045.000000 Penalty: 3046.684326
	Iteration 21Q: 3 clusters Score -686045 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -686168.687500 Penalty: 3046.684326
	Iteration 22Q: 3 clusters Score -686168.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -686256.062500 Penalty: 3046.684326
	Iteration 23Q: 3 clusters Score -686256.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -686328.437500 Penalty: 3046.684326
	Iteration 24Q: 3 clusters Score -686328.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -686389.812500 Penalty: 3046.684326
	Iteration 25Q: 3 clusters Score -686389.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -686425.625000 Penalty: 3046.684326
	Iteration 26Q: 3 clusters Score -686425.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -686458.000000 Penalty: 3046.684326
	Iteration 27Q: 3 clusters Score -686458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -686477.375000 Penalty: 3046.684326
	Iteration 28Q: 3 clusters Score -686477.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -686493.500000 Penalty: 3046.684326
	Iteration 29Q: 3 clusters Score -686493.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -686500.687500 Penalty: 3046.684326
	Iteration 30Q: 3 clusters Score -686500.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -686507.625000 Penalty: 3046.684326
	Iteration 31Q: 3 clusters Score -686507.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -686513.125000 Penalty: 3046.684326
	Iteration 32Q: 3 clusters Score -686513.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -686515.437500 Penalty: 3046.684326
	Iteration 33Q: 3 clusters Score -686515.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -686523.500000 Penalty: 3046.684326
	Iteration 34Q: 3 clusters Score -686523.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -686536.687500 Penalty: 3046.684326
	Iteration 35Q: 3 clusters Score -686536.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -686543.812500 Penalty: 3046.684326
	Iteration 36Q: 3 clusters Score -686543.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -686547.375000 Penalty: 3046.684326
	Iteration 37Q: 3 clusters Score -686547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -686551.625000 Penalty: 3046.684326
	Iteration 38Q: 3 clusters Score -686551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -686558.062500 Penalty: 3046.684326
	Iteration 39Q: 3 clusters Score -686558.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -686562.937500 Penalty: 3046.684326
	Iteration 40F: 3 clusters Score -686562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -686564.375000 Penalty: 3046.684326
	Iteration 41Q: 3 clusters Score -686564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -686565.500000 Penalty: 3046.684326
	Iteration 42Q: 3 clusters Score -686565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -686565.062500 Penalty: 3046.684326
	Iteration 43Q: 3 clusters Score -686565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -686567.687500 Penalty: 3046.684326
	Iteration 44Q: 3 clusters Score -686567.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -686569.187500 Penalty: 3046.684326
	Iteration 45Q: 3 clusters Score -686569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -686571.375000 Penalty: 3046.684326
	Iteration 46Q: 3 clusters Score -686571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -686572.500000 Penalty: 3046.684326
	Iteration 47Q: 3 clusters Score -686572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -686573.250000 Penalty: 3046.684326
	Iteration 48Q: 3 clusters Score -686573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -686573.500000 Penalty: 3046.684326
	Iteration 49Q: 3 clusters Score -686573.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -686573.750000 Penalty: 3046.684326
	Iteration 50Q: 3 clusters Score -686573.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -686573.750000 Penalty: 3046.684326
	Iteration 51F: 3 clusters Score -686573.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -156487.062500 Penalty: 1292.756592
	Iteration 0F: 2 clusters Score -156487.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -153875.328125 Penalty: 2585.513184
	Iteration 0F: 3 clusters Score -153875.3 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -154648.046875 Penalty: 2585.513184
	Iteration 1F: 3 clusters Score -154648 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -154964.937500 Penalty: 2585.513184
	Iteration 2F: 3 clusters Score -154964.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -155274.062500 Penalty: 2585.513184
	Iteration 3F: 3 clusters Score -155274.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -155521.281250 Penalty: 2585.513184
	Iteration 4F: 3 clusters Score -155521.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155686.718750 Penalty: 2585.513184
	Iteration 5F: 3 clusters Score -155686.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -155771.500000 Penalty: 2585.513184
	Iteration 6Q: 3 clusters Score -155771.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155818.609375 Penalty: 2585.513184
	Iteration 7Q: 3 clusters Score -155818.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155846.968750 Penalty: 2585.513184
	Iteration 8Q: 3 clusters Score -155847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155864.906250 Penalty: 2585.513184
	Iteration 9Q: 3 clusters Score -155864.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155876.328125 Penalty: 2585.513184
	Iteration 10Q: 3 clusters Score -155876.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155882.343750 Penalty: 2585.513184
	Iteration 11Q: 3 clusters Score -155882.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155885.890625 Penalty: 2585.513184
	Iteration 12Q: 3 clusters Score -155885.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -155887.515625 Penalty: 2585.513184
	Iteration 13Q: 3 clusters Score -155887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155888.000000 Penalty: 2585.513184
	Iteration 14Q: 3 clusters Score -155888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155890.593750 Penalty: 2585.513184
	Iteration 15Q: 3 clusters Score -155890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -155892.406250 Penalty: 2585.513184
	Iteration 16Q: 3 clusters Score -155892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -155893.312500 Penalty: 2585.513184
	Iteration 17Q: 3 clusters Score -155893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -155893.312500 Penalty: 2585.513184
	Iteration 18F: 3 clusters Score -155893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -288692.781250 Penalty: 1384.724976
	Iteration 0F: 2 clusters Score -288692.8 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 2497 members 
Entering Unmasked Estep 
Score: -284655.281250 Penalty: 2769.449951
	Iteration 0F: 3 clusters Score -284655.3 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -285760.750000 Penalty: 2769.449951
	Iteration 1F: 3 clusters Score -285760.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -285949.531250 Penalty: 2769.449951
	Iteration 2F: 3 clusters Score -285949.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -286064.000000 Penalty: 2769.449951
	Iteration 3Q: 3 clusters Score -286064 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -286147.531250 Penalty: 2769.449951
	Iteration 4Q: 3 clusters Score -286147.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -286201.656250 Penalty: 2769.449951
	Iteration 5Q: 3 clusters Score -286201.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -286246.906250 Penalty: 2769.449951
	Iteration 6Q: 3 clusters Score -286246.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -286285.687500 Penalty: 2769.449951
	Iteration 7Q: 3 clusters Score -286285.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -286335.250000 Penalty: 2769.449951
	Iteration 8Q: 3 clusters Score -286335.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -286379.156250 Penalty: 2769.449951
	Iteration 9Q: 3 clusters Score -286379.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -286419.843750 Penalty: 2769.449951
	Iteration 10Q: 3 clusters Score -286419.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -286462.468750 Penalty: 2769.449951
	Iteration 11Q: 3 clusters Score -286462.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -286503.031250 Penalty: 2769.449951
	Iteration 12Q: 3 clusters Score -286503 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -286540.875000 Penalty: 2769.449951
	Iteration 13Q: 3 clusters Score -286540.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -286580.000000 Penalty: 2769.449951
	Iteration 14Q: 3 clusters Score -286580 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -286622.250000 Penalty: 2769.449951
	Iteration 15Q: 3 clusters Score -286622.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -286666.781250 Penalty: 2769.449951
	Iteration 16Q: 3 clusters Score -286666.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -286699.187500 Penalty: 2769.449951
	Iteration 17Q: 3 clusters Score -286699.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -286732.406250 Penalty: 2769.449951
	Iteration 18Q: 3 clusters Score -286732.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -286765.656250 Penalty: 2769.449951
	Iteration 19Q: 3 clusters Score -286765.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -286802.218750 Penalty: 2769.449951
	Iteration 20F: 3 clusters Score -286802.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -286851.906250 Penalty: 2769.449951
	Iteration 21Q: 3 clusters Score -286851.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -286896.906250 Penalty: 2769.449951
	Iteration 22Q: 3 clusters Score -286896.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -286927.593750 Penalty: 2769.449951
	Iteration 23Q: 3 clusters Score -286927.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -286956.750000 Penalty: 2769.449951
	Iteration 24Q: 3 clusters Score -286956.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -286982.750000 Penalty: 2769.449951
	Iteration 25Q: 3 clusters Score -286982.8 nChanged 63
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: -287007.062500 Penalty: 2769.449951
	Iteration 26Q: 3 clusters Score -287007.1 nChanged 53
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: -287024.906250 Penalty: 2769.449951
	Iteration 27Q: 3 clusters Score -287024.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -287037.937500 Penalty: 2769.449951
	Iteration 28Q: 3 clusters Score -287037.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -287053.687500 Penalty: 2769.449951
	Iteration 29Q: 3 clusters Score -287053.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -287072.312500 Penalty: 2769.449951
	Iteration 30Q: 3 clusters Score -287072.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -287091.562500 Penalty: 2769.449951
	Iteration 31Q: 3 clusters Score -287091.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -287109.656250 Penalty: 2769.449951
	Iteration 32Q: 3 clusters Score -287109.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -287125.062500 Penalty: 2769.449951
	Iteration 33Q: 3 clusters Score -287125.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -287137.343750 Penalty: 2769.449951
	Iteration 34Q: 3 clusters Score -287137.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -287147.218750 Penalty: 2769.449951
	Iteration 35Q: 3 clusters Score -287147.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -287164.156250 Penalty: 2769.449951
	Iteration 36Q: 3 clusters Score -287164.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -287177.437500 Penalty: 2769.449951
	Iteration 37Q: 3 clusters Score -287177.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -287196.187500 Penalty: 2769.449951
	Iteration 38Q: 3 clusters Score -287196.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -287213.625000 Penalty: 2769.449951
	Iteration 39Q: 3 clusters Score -287213.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -287234.968750 Penalty: 2769.449951
	Iteration 40F: 3 clusters Score -287235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -287255.375000 Penalty: 2769.449951
	Iteration 41Q: 3 clusters Score -287255.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -287275.375000 Penalty: 2769.449951
	Iteration 42Q: 3 clusters Score -287275.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -287299.968750 Penalty: 2769.449951
	Iteration 43Q: 3 clusters Score -287300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -287319.437500 Penalty: 2769.449951
	Iteration 44Q: 3 clusters Score -287319.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -287334.218750 Penalty: 2769.449951
	Iteration 45Q: 3 clusters Score -287334.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -287347.812500 Penalty: 2769.449951
	Iteration 46Q: 3 clusters Score -287347.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -287362.437500 Penalty: 2769.449951
	Iteration 47Q: 3 clusters Score -287362.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -287378.218750 Penalty: 2769.449951
	Iteration 48Q: 3 clusters Score -287378.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -287389.656250 Penalty: 2769.449951
	Iteration 49Q: 3 clusters Score -287389.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -287402.406250 Penalty: 2769.449951
	Iteration 50Q: 3 clusters Score -287402.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -287409.156250 Penalty: 2769.449951
	Iteration 51Q: 3 clusters Score -287409.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -287413.750000 Penalty: 2769.449951
	Iteration 52Q: 3 clusters Score -287413.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -287417.468750 Penalty: 2769.449951
	Iteration 53Q: 3 clusters Score -287417.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287420.781250 Penalty: 2769.449951
	Iteration 54Q: 3 clusters Score -287420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -287422.906250 Penalty: 2769.449951
	Iteration 55Q: 3 clusters Score -287422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -287424.375000 Penalty: 2769.449951
	Iteration 56Q: 3 clusters Score -287424.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -287428.375000 Penalty: 2769.449951
	Iteration 57Q: 3 clusters Score -287428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -287430.531250 Penalty: 2769.449951
	Iteration 58Q: 3 clusters Score -287430.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -287434.531250 Penalty: 2769.449951
	Iteration 59Q: 3 clusters Score -287434.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -287439.281250 Penalty: 2769.449951
	Iteration 60F: 3 clusters Score -287439.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -287444.281250 Penalty: 2769.449951
	Iteration 61Q: 3 clusters Score -287444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -287444.687500 Penalty: 2769.449951
	Iteration 62Q: 3 clusters Score -287444.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -287446.656250 Penalty: 2769.449951
	Iteration 63Q: 3 clusters Score -287446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -287447.750000 Penalty: 2769.449951
	Iteration 64Q: 3 clusters Score -287447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -287450.156250 Penalty: 2769.449951
	Iteration 65Q: 3 clusters Score -287450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -287453.187500 Penalty: 2769.449951
	Iteration 66Q: 3 clusters Score -287453.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -287456.593750 Penalty: 2769.449951
	Iteration 67Q: 3 clusters Score -287456.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -287460.687500 Penalty: 2769.449951
	Iteration 68Q: 3 clusters Score -287460.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -287462.687500 Penalty: 2769.449951
	Iteration 69Q: 3 clusters Score -287462.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -287465.812500 Penalty: 2769.449951
	Iteration 70Q: 3 clusters Score -287465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -287469.437500 Penalty: 2769.449951
	Iteration 71Q: 3 clusters Score -287469.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -287473.937500 Penalty: 2769.449951
	Iteration 72Q: 3 clusters Score -287473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -287475.750000 Penalty: 2769.449951
	Iteration 73Q: 3 clusters Score -287475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -287477.562500 Penalty: 2769.449951
	Iteration 74Q: 3 clusters Score -287477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -287480.343750 Penalty: 2769.449951
	Iteration 75Q: 3 clusters Score -287480.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -287483.000000 Penalty: 2769.449951
	Iteration 76Q: 3 clusters Score -287483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -287486.562500 Penalty: 2769.449951
	Iteration 77Q: 3 clusters Score -287486.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -287490.406250 Penalty: 2769.449951
	Iteration 78Q: 3 clusters Score -287490.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -287493.250000 Penalty: 2769.449951
	Iteration 79Q: 3 clusters Score -287493.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -287497.812500 Penalty: 2769.449951
	Iteration 80F: 3 clusters Score -287497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -287500.187500 Penalty: 2769.449951
	Iteration 81Q: 3 clusters Score -287500.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -287503.062500 Penalty: 2769.449951
	Iteration 82Q: 3 clusters Score -287503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -287503.875000 Penalty: 2769.449951
	Iteration 83Q: 3 clusters Score -287503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -287504.875000 Penalty: 2769.449951
	Iteration 84Q: 3 clusters Score -287504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -287505.125000 Penalty: 2769.449951
	Iteration 85Q: 3 clusters Score -287505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -287505.312500 Penalty: 2769.449951
	Iteration 86Q: 3 clusters Score -287505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -287506.031250 Penalty: 2769.449951
	Iteration 87Q: 3 clusters Score -287506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -287507.343750 Penalty: 2769.449951
	Iteration 88Q: 3 clusters Score -287507.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -287509.593750 Penalty: 2769.449951
	Iteration 89Q: 3 clusters Score -287509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -287510.906250 Penalty: 2769.449951
	Iteration 90Q: 3 clusters Score -287510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -287512.937500 Penalty: 2769.449951
	Iteration 91Q: 3 clusters Score -287512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -287514.125000 Penalty: 2769.449951
	Iteration 92Q: 3 clusters Score -287514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -287515.218750 Penalty: 2769.449951
	Iteration 93Q: 3 clusters Score -287515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -287516.375000 Penalty: 2769.449951
	Iteration 94Q: 3 clusters Score -287516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -287516.906250 Penalty: 2769.449951
	Iteration 95Q: 3 clusters Score -287516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -287519.937500 Penalty: 2769.449951
	Iteration 96Q: 3 clusters Score -287519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -287523.687500 Penalty: 2769.449951
	Iteration 97Q: 3 clusters Score -287523.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -287526.906250 Penalty: 2769.449951
	Iteration 98Q: 3 clusters Score -287526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -287529.125000 Penalty: 2769.449951
	Iteration 99Q: 3 clusters Score -287529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -287531.000000 Penalty: 2769.449951
	Iteration 100F: 3 clusters Score -287531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -287534.218750 Penalty: 2769.449951
	Iteration 101Q: 3 clusters Score -287534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -287536.656250 Penalty: 2769.449951
	Iteration 102Q: 3 clusters Score -287536.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -287539.562500 Penalty: 2769.449951
	Iteration 103Q: 3 clusters Score -287539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -287542.906250 Penalty: 2769.449951
	Iteration 104Q: 3 clusters Score -287542.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -287547.875000 Penalty: 2769.449951
	Iteration 105Q: 3 clusters Score -287547.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -287550.500000 Penalty: 2769.449951
	Iteration 106Q: 3 clusters Score -287550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -287552.687500 Penalty: 2769.449951
	Iteration 107Q: 3 clusters Score -287552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -287552.687500 Penalty: 2769.449951
	Iteration 108F: 3 clusters Score -287552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Entering Unmasked Estep 
Score: -178935.796875 Penalty: 1345.615601
	Iteration 0F: 2 clusters Score -178935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -175657.281250 Penalty: 2691.231201
	Iteration 0F: 3 clusters Score -175657.3 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -176678.437500 Penalty: 2691.231201
	Iteration 1F: 3 clusters Score -176678.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -176914.359375 Penalty: 2691.231201
	Iteration 2F: 3 clusters Score -176914.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -177079.218750 Penalty: 2691.231201
	Iteration 3F: 3 clusters Score -177079.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -177197.843750 Penalty: 2691.231201
	Iteration 4Q: 3 clusters Score -177197.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -177284.046875 Penalty: 2691.231201
	Iteration 5Q: 3 clusters Score -177284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -177356.953125 Penalty: 2691.231201
	Iteration 6Q: 3 clusters Score -177357 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -177423.109375 Penalty: 2691.231201
	Iteration 7Q: 3 clusters Score -177423.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -177489.546875 Penalty: 2691.231201
	Iteration 8Q: 3 clusters Score -177489.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -177543.703125 Penalty: 2691.231201
	Iteration 9Q: 3 clusters Score -177543.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -177598.250000 Penalty: 2691.231201
	Iteration 10Q: 3 clusters Score -177598.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -177642.265625 Penalty: 2691.231201
	Iteration 11Q: 3 clusters Score -177642.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -177676.406250 Penalty: 2691.231201
	Iteration 12Q: 3 clusters Score -177676.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -177721.500000 Penalty: 2691.231201
	Iteration 13Q: 3 clusters Score -177721.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -177766.281250 Penalty: 2691.231201
	Iteration 14Q: 3 clusters Score -177766.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -177803.281250 Penalty: 2691.231201
	Iteration 15Q: 3 clusters Score -177803.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -177837.437500 Penalty: 2691.231201
	Iteration 16Q: 3 clusters Score -177837.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -177866.609375 Penalty: 2691.231201
	Iteration 17Q: 3 clusters Score -177866.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -177886.781250 Penalty: 2691.231201
	Iteration 18Q: 3 clusters Score -177886.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -177901.218750 Penalty: 2691.231201
	Iteration 19Q: 3 clusters Score -177901.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -177918.890625 Penalty: 2691.231201
	Iteration 20F: 3 clusters Score -177918.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -177932.031250 Penalty: 2691.231201
	Iteration 21Q: 3 clusters Score -177932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -177943.343750 Penalty: 2691.231201
	Iteration 22Q: 3 clusters Score -177943.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -177951.296875 Penalty: 2691.231201
	Iteration 23Q: 3 clusters Score -177951.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -177958.250000 Penalty: 2691.231201
	Iteration 24Q: 3 clusters Score -177958.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -177964.765625 Penalty: 2691.231201
	Iteration 25Q: 3 clusters Score -177964.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -177970.703125 Penalty: 2691.231201
	Iteration 26Q: 3 clusters Score -177970.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -177978.812500 Penalty: 2691.231201
	Iteration 27Q: 3 clusters Score -177978.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -177988.656250 Penalty: 2691.231201
	Iteration 28Q: 3 clusters Score -177988.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -177995.953125 Penalty: 2691.231201
	Iteration 29Q: 3 clusters Score -177996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -178001.203125 Penalty: 2691.231201
	Iteration 30Q: 3 clusters Score -178001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -178004.265625 Penalty: 2691.231201
	Iteration 31Q: 3 clusters Score -178004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -178007.968750 Penalty: 2691.231201
	Iteration 32Q: 3 clusters Score -178008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -178008.843750 Penalty: 2691.231201
	Iteration 33Q: 3 clusters Score -178008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -178010.968750 Penalty: 2691.231201
	Iteration 34Q: 3 clusters Score -178011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -178011.421875 Penalty: 2691.231201
	Iteration 35Q: 3 clusters Score -178011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -178011.421875 Penalty: 2691.231201
	Iteration 36F: 3 clusters Score -178011.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -158044.687500 Penalty: 1298.743652
	Iteration 0F: 2 clusters Score -158044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -155389.968750 Penalty: 2597.487305
	Iteration 0F: 3 clusters Score -155390 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -156134.656250 Penalty: 2597.487305
	Iteration 1F: 3 clusters Score -156134.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -156385.718750 Penalty: 2597.487305
	Iteration 2F: 3 clusters Score -156385.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -156585.859375 Penalty: 2597.487305
	Iteration 3F: 3 clusters Score -156585.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -156723.375000 Penalty: 2597.487305
	Iteration 4F: 3 clusters Score -156723.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -156816.765625 Penalty: 2597.487305
	Iteration 5Q: 3 clusters Score -156816.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -156897.328125 Penalty: 2597.487305
	Iteration 6Q: 3 clusters Score -156897.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -156963.062500 Penalty: 2597.487305
	Iteration 7Q: 3 clusters Score -156963.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -157026.890625 Penalty: 2597.487305
	Iteration 8Q: 3 clusters Score -157026.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -157095.906250 Penalty: 2597.487305
	Iteration 9Q: 3 clusters Score -157095.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -157168.250000 Penalty: 2597.487305
	Iteration 10Q: 3 clusters Score -157168.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -157262.000000 Penalty: 2597.487305
	Iteration 11Q: 3 clusters Score -157262 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -157379.265625 Penalty: 2597.487305
	Iteration 12Q: 3 clusters Score -157379.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -157461.015625 Penalty: 2597.487305
	Iteration 13Q: 3 clusters Score -157461 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -157523.562500 Penalty: 2597.487305
	Iteration 14Q: 3 clusters Score -157523.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -157557.468750 Penalty: 2597.487305
	Iteration 15Q: 3 clusters Score -157557.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -157584.031250 Penalty: 2597.487305
	Iteration 16Q: 3 clusters Score -157584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -157605.265625 Penalty: 2597.487305
	Iteration 17Q: 3 clusters Score -157605.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -157617.812500 Penalty: 2597.487305
	Iteration 18Q: 3 clusters Score -157617.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -157629.890625 Penalty: 2597.487305
	Iteration 19Q: 3 clusters Score -157629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -157636.968750 Penalty: 2597.487305
	Iteration 20F: 3 clusters Score -157637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -157645.000000 Penalty: 2597.487305
	Iteration 21Q: 3 clusters Score -157645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -157650.890625 Penalty: 2597.487305
	Iteration 22Q: 3 clusters Score -157650.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -157654.171875 Penalty: 2597.487305
	Iteration 23Q: 3 clusters Score -157654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -157655.140625 Penalty: 2597.487305
	Iteration 24Q: 3 clusters Score -157655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -157655.390625 Penalty: 2597.487305
	Iteration 25Q: 3 clusters Score -157655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -157656.062500 Penalty: 2597.487305
	Iteration 26Q: 3 clusters Score -157656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -157657.093750 Penalty: 2597.487305
	Iteration 27Q: 3 clusters Score -157657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -157658.734375 Penalty: 2597.487305
	Iteration 28Q: 3 clusters Score -157658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -157660.296875 Penalty: 2597.487305
	Iteration 29Q: 3 clusters Score -157660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -157662.546875 Penalty: 2597.487305
	Iteration 30Q: 3 clusters Score -157662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -157663.937500 Penalty: 2597.487305
	Iteration 31Q: 3 clusters Score -157663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -157664.734375 Penalty: 2597.487305
	Iteration 32Q: 3 clusters Score -157664.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -157665.421875 Penalty: 2597.487305
	Iteration 33Q: 3 clusters Score -157665.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -157666.296875 Penalty: 2597.487305
	Iteration 34Q: 3 clusters Score -157666.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -157666.734375 Penalty: 2597.487305
	Iteration 35Q: 3 clusters Score -157666.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -157666.734375 Penalty: 2597.487305
	Iteration 36F: 3 clusters Score -157666.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -80469.000000 Penalty: 1179.262939
	Iteration 0F: 2 clusters Score -80469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -78753.828125 Penalty: 2358.525879
	Iteration 0F: 3 clusters Score -78753.83 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -79073.554688 Penalty: 2358.525879
	Iteration 1F: 3 clusters Score -79073.55 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -79156.640625 Penalty: 2358.525879
	Iteration 2F: 3 clusters Score -79156.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -79218.304688 Penalty: 2358.525879
	Iteration 3Q: 3 clusters Score -79218.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -79264.781250 Penalty: 2358.525879
	Iteration 4Q: 3 clusters Score -79264.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -79308.960938 Penalty: 2358.525879
	Iteration 5Q: 3 clusters Score -79308.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -79359.617188 Penalty: 2358.525879
	Iteration 6Q: 3 clusters Score -79359.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -79399.484375 Penalty: 2358.525879
	Iteration 7Q: 3 clusters Score -79399.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -79438.257812 Penalty: 2358.525879
	Iteration 8Q: 3 clusters Score -79438.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -79476.500000 Penalty: 2358.525879
	Iteration 9Q: 3 clusters Score -79476.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -79507.656250 Penalty: 2358.525879
	Iteration 10Q: 3 clusters Score -79507.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -79546.039062 Penalty: 2358.525879
	Iteration 11Q: 3 clusters Score -79546.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -79598.398438 Penalty: 2358.525879
	Iteration 12Q: 3 clusters Score -79598.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -79650.328125 Penalty: 2358.525879
	Iteration 13Q: 3 clusters Score -79650.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -79680.476562 Penalty: 2358.525879
	Iteration 14Q: 3 clusters Score -79680.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -79707.484375 Penalty: 2358.525879
	Iteration 15Q: 3 clusters Score -79707.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -79719.648438 Penalty: 2358.525879
	Iteration 16Q: 3 clusters Score -79719.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -79727.265625 Penalty: 2358.525879
	Iteration 17Q: 3 clusters Score -79727.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -79733.781250 Penalty: 2358.525879
	Iteration 18Q: 3 clusters Score -79733.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -79740.640625 Penalty: 2358.525879
	Iteration 19Q: 3 clusters Score -79740.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -79748.914062 Penalty: 2358.525879
	Iteration 20F: 3 clusters Score -79748.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -79750.843750 Penalty: 2358.525879
	Iteration 21Q: 3 clusters Score -79750.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -79752.742188 Penalty: 2358.525879
	Iteration 22Q: 3 clusters Score -79752.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -79754.960938 Penalty: 2358.525879
	Iteration 23Q: 3 clusters Score -79754.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -79754.960938 Penalty: 2358.525879
	Iteration 24F: 3 clusters Score -79754.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Entering Unmasked Estep 
Score: -756941.312500 Penalty: 1551.785889
	Iteration 0F: 2 clusters Score -756941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -747156.937500 Penalty: 3103.571777
	Iteration 0F: 3 clusters Score -747156.9 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -750493.375000 Penalty: 3103.571777
	Iteration 1F: 3 clusters Score -750493.4 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -750774.125000 Penalty: 3103.571777
	Iteration 2F: 3 clusters Score -750774.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -751021.062500 Penalty: 3103.571777
	Iteration 3Q: 3 clusters Score -751021.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -751281.312500 Penalty: 3103.571777
	Iteration 4Q: 3 clusters Score -751281.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -751552.250000 Penalty: 3103.571777
	Iteration 5Q: 3 clusters Score -751552.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -751874.125000 Penalty: 3103.571777
	Iteration 6Q: 3 clusters Score -751874.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -752317.125000 Penalty: 3103.571777
	Iteration 7Q: 3 clusters Score -752317.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -752831.500000 Penalty: 3103.571777
	Iteration 8F: 3 clusters Score -752831.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -753432.750000 Penalty: 3103.571777
	Iteration 9F: 3 clusters Score -753432.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -754042.750000 Penalty: 3103.571777
	Iteration 10F: 3 clusters Score -754042.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -754569.750000 Penalty: 3103.571777
	Iteration 11Q: 3 clusters Score -754569.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -754985.687500 Penalty: 3103.571777
	Iteration 12Q: 3 clusters Score -754985.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -755265.437500 Penalty: 3103.571777
	Iteration 13Q: 3 clusters Score -755265.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -755486.625000 Penalty: 3103.571777
	Iteration 14Q: 3 clusters Score -755486.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -755687.562500 Penalty: 3103.571777
	Iteration 15Q: 3 clusters Score -755687.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -755884.062500 Penalty: 3103.571777
	Iteration 16Q: 3 clusters Score -755884.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -756081.062500 Penalty: 3103.571777
	Iteration 17Q: 3 clusters Score -756081.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -756260.250000 Penalty: 3103.571777
	Iteration 18Q: 3 clusters Score -756260.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -756379.812500 Penalty: 3103.571777
	Iteration 19Q: 3 clusters Score -756379.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -756468.125000 Penalty: 3103.571777
	Iteration 20F: 3 clusters Score -756468.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -756535.687500 Penalty: 3103.571777
	Iteration 21Q: 3 clusters Score -756535.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -756584.000000 Penalty: 3103.571777
	Iteration 22Q: 3 clusters Score -756584 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -756622.125000 Penalty: 3103.571777
	Iteration 23Q: 3 clusters Score -756622.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -756645.000000 Penalty: 3103.571777
	Iteration 24Q: 3 clusters Score -756645 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -756661.687500 Penalty: 3103.571777
	Iteration 25Q: 3 clusters Score -756661.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -756672.812500 Penalty: 3103.571777
	Iteration 26Q: 3 clusters Score -756672.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -756684.875000 Penalty: 3103.571777
	Iteration 27Q: 3 clusters Score -756684.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -756691.562500 Penalty: 3103.571777
	Iteration 28Q: 3 clusters Score -756691.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -756698.562500 Penalty: 3103.571777
	Iteration 29Q: 3 clusters Score -756698.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -756699.750000 Penalty: 3103.571777
	Iteration 30Q: 3 clusters Score -756699.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -756700.812500 Penalty: 3103.571777
	Iteration 31Q: 3 clusters Score -756700.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -756702.687500 Penalty: 3103.571777
	Iteration 32Q: 3 clusters Score -756702.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -756702.687500 Penalty: 3103.571777
	Iteration 33Q: 3 clusters Score -756702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -756703.812500 Penalty: 3103.571777
	Iteration 34Q: 3 clusters Score -756703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -756702.812500 Penalty: 3103.571777
	Iteration 35Q: 3 clusters Score -756702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -756704.312500 Penalty: 3103.571777
	Iteration 36Q: 3 clusters Score -756704.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -756706.375000 Penalty: 3103.571777
	Iteration 37Q: 3 clusters Score -756706.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -756704.187500 Penalty: 3103.571777
	Iteration 38Q: 3 clusters Score -756704.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -756706.562500 Penalty: 3103.571777
	Iteration 39Q: 3 clusters Score -756706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -756708.312500 Penalty: 3103.571777
	Iteration 40F: 3 clusters Score -756708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -756709.000000 Penalty: 3103.571777
	Iteration 41Q: 3 clusters Score -756709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -756709.312500 Penalty: 3103.571777
	Iteration 42Q: 3 clusters Score -756709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -756708.625000 Penalty: 3103.571777
	Iteration 43Q: 3 clusters Score -756708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -756709.687500 Penalty: 3103.571777
	Iteration 44Q: 3 clusters Score -756709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -756708.125000 Penalty: 3103.571777
	Iteration 45Q: 3 clusters Score -756708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -756708.125000 Penalty: 3103.571777
	Iteration 46F: 3 clusters Score -756708.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Entering Unmasked Estep 
Score: -420954.781250 Penalty: 1442.438599
	Iteration 0F: 2 clusters Score -420954.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -415541.687500 Penalty: 2884.877197
	Iteration 0F: 3 clusters Score -415541.7 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -417202.625000 Penalty: 2884.877197
	Iteration 1F: 3 clusters Score -417202.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -417402.437500 Penalty: 2884.877197
	Iteration 2F: 3 clusters Score -417402.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -417538.250000 Penalty: 2884.877197
	Iteration 3Q: 3 clusters Score -417538.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -417653.531250 Penalty: 2884.877197
	Iteration 4Q: 3 clusters Score -417653.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -417768.031250 Penalty: 2884.877197
	Iteration 5Q: 3 clusters Score -417768 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -417872.875000 Penalty: 2884.877197
	Iteration 6Q: 3 clusters Score -417872.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -418001.656250 Penalty: 2884.877197
	Iteration 7Q: 3 clusters Score -418001.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -418120.656250 Penalty: 2884.877197
	Iteration 8Q: 3 clusters Score -418120.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -418226.718750 Penalty: 2884.877197
	Iteration 9Q: 3 clusters Score -418226.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -418346.406250 Penalty: 2884.877197
	Iteration 10Q: 3 clusters Score -418346.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -418470.968750 Penalty: 2884.877197
	Iteration 11Q: 3 clusters Score -418471 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -418608.062500 Penalty: 2884.877197
	Iteration 12Q: 3 clusters Score -418608.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -418753.218750 Penalty: 2884.877197
	Iteration 13Q: 3 clusters Score -418753.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -418893.968750 Penalty: 2884.877197
	Iteration 14Q: 3 clusters Score -418894 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -419009.843750 Penalty: 2884.877197
	Iteration 15Q: 3 clusters Score -419009.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -419088.031250 Penalty: 2884.877197
	Iteration 16Q: 3 clusters Score -419088 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -419137.718750 Penalty: 2884.877197
	Iteration 17Q: 3 clusters Score -419137.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -419175.531250 Penalty: 2884.877197
	Iteration 18Q: 3 clusters Score -419175.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -419212.968750 Penalty: 2884.877197
	Iteration 19Q: 3 clusters Score -419213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -419239.218750 Penalty: 2884.877197
	Iteration 20F: 3 clusters Score -419239.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -419262.750000 Penalty: 2884.877197
	Iteration 21Q: 3 clusters Score -419262.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -419289.062500 Penalty: 2884.877197
	Iteration 22Q: 3 clusters Score -419289.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -419314.906250 Penalty: 2884.877197
	Iteration 23Q: 3 clusters Score -419314.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -419336.531250 Penalty: 2884.877197
	Iteration 24Q: 3 clusters Score -419336.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -419359.843750 Penalty: 2884.877197
	Iteration 25Q: 3 clusters Score -419359.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -419379.968750 Penalty: 2884.877197
	Iteration 26Q: 3 clusters Score -419380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -419398.437500 Penalty: 2884.877197
	Iteration 27Q: 3 clusters Score -419398.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -419414.593750 Penalty: 2884.877197
	Iteration 28Q: 3 clusters Score -419414.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -419428.218750 Penalty: 2884.877197
	Iteration 29Q: 3 clusters Score -419428.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -419438.812500 Penalty: 2884.877197
	Iteration 30Q: 3 clusters Score -419438.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -419451.093750 Penalty: 2884.877197
	Iteration 31Q: 3 clusters Score -419451.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -419462.312500 Penalty: 2884.877197
	Iteration 32Q: 3 clusters Score -419462.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -419472.562500 Penalty: 2884.877197
	Iteration 33Q: 3 clusters Score -419472.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -419483.750000 Penalty: 2884.877197
	Iteration 34Q: 3 clusters Score -419483.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -419492.875000 Penalty: 2884.877197
	Iteration 35Q: 3 clusters Score -419492.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -419506.531250 Penalty: 2884.877197
	Iteration 36Q: 3 clusters Score -419506.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -419514.687500 Penalty: 2884.877197
	Iteration 37Q: 3 clusters Score -419514.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -419522.031250 Penalty: 2884.877197
	Iteration 38Q: 3 clusters Score -419522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -419530.843750 Penalty: 2884.877197
	Iteration 39Q: 3 clusters Score -419530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -419534.343750 Penalty: 2884.877197
	Iteration 40F: 3 clusters Score -419534.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -419536.750000 Penalty: 2884.877197
	Iteration 41Q: 3 clusters Score -419536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -419538.031250 Penalty: 2884.877197
	Iteration 42Q: 3 clusters Score -419538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -419539.437500 Penalty: 2884.877197
	Iteration 43Q: 3 clusters Score -419539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -419540.281250 Penalty: 2884.877197
	Iteration 44Q: 3 clusters Score -419540.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -419543.875000 Penalty: 2884.877197
	Iteration 45Q: 3 clusters Score -419543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -419547.906250 Penalty: 2884.877197
	Iteration 46Q: 3 clusters Score -419547.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -419551.062500 Penalty: 2884.877197
	Iteration 47Q: 3 clusters Score -419551.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -419555.062500 Penalty: 2884.877197
	Iteration 48Q: 3 clusters Score -419555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -419558.343750 Penalty: 2884.877197
	Iteration 49Q: 3 clusters Score -419558.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -419563.531250 Penalty: 2884.877197
	Iteration 50Q: 3 clusters Score -419563.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -419570.218750 Penalty: 2884.877197
	Iteration 51Q: 3 clusters Score -419570.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -419573.843750 Penalty: 2884.877197
	Iteration 52Q: 3 clusters Score -419573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -419578.281250 Penalty: 2884.877197
	Iteration 53Q: 3 clusters Score -419578.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -419583.187500 Penalty: 2884.877197
	Iteration 54Q: 3 clusters Score -419583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -419585.468750 Penalty: 2884.877197
	Iteration 55Q: 3 clusters Score -419585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -419586.593750 Penalty: 2884.877197
	Iteration 56Q: 3 clusters Score -419586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -419587.593750 Penalty: 2884.877197
	Iteration 57Q: 3 clusters Score -419587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -419588.968750 Penalty: 2884.877197
	Iteration 58Q: 3 clusters Score -419589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -419589.843750 Penalty: 2884.877197
	Iteration 59Q: 3 clusters Score -419589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -419592.281250 Penalty: 2884.877197
	Iteration 60F: 3 clusters Score -419592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -419593.093750 Penalty: 2884.877197
	Iteration 61Q: 3 clusters Score -419593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -419594.968750 Penalty: 2884.877197
	Iteration 62Q: 3 clusters Score -419595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -419596.781250 Penalty: 2884.877197
	Iteration 63Q: 3 clusters Score -419596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -419598.250000 Penalty: 2884.877197
	Iteration 64Q: 3 clusters Score -419598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -419599.250000 Penalty: 2884.877197
	Iteration 65Q: 3 clusters Score -419599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -419599.250000 Penalty: 2884.877197
	Iteration 66F: 3 clusters Score -419599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (106434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Entering Unmasked Estep 
Score: -6354137.500000 Penalty: 1880.983032
	Iteration 0F: 2 clusters Score -6354138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -6282948.000000 Penalty: 3761.966064
	Iteration 0F: 3 clusters Score -6282948 nChanged 51155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -6313322.500000 Penalty: 3761.966064
	Iteration 1F: 3 clusters Score -6313322 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -6314689.500000 Penalty: 3761.966064
	Iteration 2Q: 3 clusters Score -6314690 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -6316632.000000 Penalty: 3761.966064
	Iteration 3Q: 3 clusters Score -6316632 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -6319257.000000 Penalty: 3761.966064
	Iteration 4F: 3 clusters Score -6319257 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -6322101.000000 Penalty: 3761.966064
	Iteration 5F: 3 clusters Score -6322101 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6324963 nChanged 5775
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6327542 nChanged 4995
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6329470 nChanged 4016
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6330644 nChanged 3152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6331356 nChanged 2353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6331722 nChanged 1680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6331921 nChanged 1197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6332050 nChanged 933
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6332130 nChanged 792
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6332207 nChanged 617
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Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6332270 nChanged 608
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6332277 nChanged 626
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -6332280.500000 Penalty: 3761.966064
	Iteration 18Q: 3 clusters Score -6332280 nChanged 728
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -6332350.500000 Penalty: 3761.966064
	Iteration 19Q: 3 clusters Score -6332350 nChanged 805
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -6332419.500000 Penalty: 3761.966064
	Iteration 20F: 3 clusters Score -6332420 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -6332540.000000 Penalty: 3761.966064
	Iteration 21Q: 3 clusters Score -6332540 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6332685 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6332888 nChanged 1535
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6333077 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -6333336.500000 Penalty: 3761.966064
	Iteration 25Q: 3 clusters Score -6333336 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6333763 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -6334263.500000 Penalty: 3761.966064
	Iteration 27Q: 3 clusters Score -6334264 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -6334918.500000 Penalty: 3761.966064
	Iteration 28Q: 3 clusters Score -6334918 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -6335732.500000 Penalty: 3761.966064
	Iteration 29Q: 3 clusters Score -6335732 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -6336835.000000 Penalty: 3761.966064
	Iteration 30Q: 3 clusters Score -6336835 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -6338223.500000 Penalty: 3761.966064
	Iteration 31Q: 3 clusters Score -6338224 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6339766 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6341457 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6343363 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -6345336.000000 Penalty: 3761.966064
	Iteration 35Q: 3 clusters Score -6345336 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6347054 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97458 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -6348601.000000 Penalty: 3761.966064
	Iteration 37Q: 3 clusters Score -6348601 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6349712 nChanged 1755
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6350554 nChanged 1210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6351086 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103628 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6351488 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104241 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6351774 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104661 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6351994 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104971 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6352154 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6352264.500000 Penalty: 3761.966064
	Iteration 45Q: 3 clusters Score -6352264 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6352336.500000 Penalty: 3761.966064
	Iteration 46Q: 3 clusters Score -6352336 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6352409.500000 Penalty: 3761.966064
	Iteration 47Q: 3 clusters Score -6352410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105537 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6352464.500000 Penalty: 3761.966064
	Iteration 48Q: 3 clusters Score -6352464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105590 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6352500.000000 Penalty: 3761.966064
	Iteration 49Q: 3 clusters Score -6352500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6352520.000000 Penalty: 3761.966064
	Iteration 50Q: 3 clusters Score -6352520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6352542.500000 Penalty: 3761.966064
	Iteration 51Q: 3 clusters Score -6352542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6352552.500000 Penalty: 3761.966064
	Iteration 52Q: 3 clusters Score -6352552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6352559.000000 Penalty: 3761.966064
	Iteration 53Q: 3 clusters Score -6352559 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6352574.000000 Penalty: 3761.966064
	Iteration 54Q: 3 clusters Score -6352574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105726 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6352582.000000 Penalty: 3761.966064
	Iteration 55Q: 3 clusters Score -6352582 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105739 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6352599.000000 Penalty: 3761.966064
	Iteration 56Q: 3 clusters Score -6352599 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105748 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6352604.000000 Penalty: 3761.966064
	Iteration 57Q: 3 clusters Score -6352604 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105761 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6352611.500000 Penalty: 3761.966064
	Iteration 58Q: 3 clusters Score -6352612 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105767 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6352616.000000 Penalty: 3761.966064
	Iteration 59Q: 3 clusters Score -6352616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105773 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6352607.000000 Penalty: 3761.966064
	Iteration 60F: 3 clusters Score -6352607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6352617.000000 Penalty: 3761.966064
	Iteration 61Q: 3 clusters Score -6352617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105781 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6352617.500000 Penalty: 3761.966064
	Iteration 62Q: 3 clusters Score -6352618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6352623.000000 Penalty: 3761.966064
	Iteration 63Q: 3 clusters Score -6352623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105797 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6352629.000000 Penalty: 3761.966064
	Iteration 64Q: 3 clusters Score -6352629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6352638.500000 Penalty: 3761.966064
	Iteration 65Q: 3 clusters Score -6352638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6352643.000000 Penalty: 3761.966064
	Iteration 66Q: 3 clusters Score -6352643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105804 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6352644.000000 Penalty: 3761.966064
	Iteration 67Q: 3 clusters Score -6352644 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6352644 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6352648.000000 Penalty: 3761.966064
	Iteration 69Q: 3 clusters Score -6352648 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6352648.500000 Penalty: 3761.966064
	Iteration 70Q: 3 clusters Score -6352648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105810 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6352646.000000 Penalty: 3761.966064
	Iteration 71Q: 3 clusters Score -6352646 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6352648.000000 Penalty: 3761.966064
	Iteration 72Q: 3 clusters Score -6352648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6352646.000000 Penalty: 3761.966064
	Iteration 73Q: 3 clusters Score -6352646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6352647.500000 Penalty: 3761.966064
	Iteration 74Q: 3 clusters Score -6352648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6352652.000000 Penalty: 3761.966064
	Iteration 75Q: 3 clusters Score -6352652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6352655.000000 Penalty: 3761.966064
	Iteration 76Q: 3 clusters Score -6352655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105822 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6352652.000000 Penalty: 3761.966064
	Iteration 77Q: 3 clusters Score -6352652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6352652.000000 Penalty: 3761.966064
	Iteration 78Q: 3 clusters Score -6352652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105824 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6352647.000000 Penalty: 3761.966064
	Iteration 79Q: 3 clusters Score -6352647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6352653.000000 Penalty: 3761.966064
	Iteration 80F: 3 clusters Score -6352653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6352655.500000 Penalty: 3761.966064
	Iteration 81Q: 3 clusters Score -6352656 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6352653.500000 Penalty: 3761.966064
	Iteration 82Q: 3 clusters Score -6352654 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6352653.500000 Penalty: 3761.966064
	Iteration 83Q: 3 clusters Score -6352654 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6352656.000000 Penalty: 3761.966064
	Iteration 84Q: 3 clusters Score -6352656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6352659.500000 Penalty: 3761.966064
	Iteration 85Q: 3 clusters Score -6352660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105837 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6352661.500000 Penalty: 3761.966064
	Iteration 86Q: 3 clusters Score -6352662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105840 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6352657.500000 Penalty: 3761.966064
	Iteration 87Q: 3 clusters Score -6352658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105841 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6352659.000000 Penalty: 3761.966064
	Iteration 88Q: 3 clusters Score -6352659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105843 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6352664.000000 Penalty: 3761.966064
	Iteration 89Q: 3 clusters Score -6352664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6352663.000000 Penalty: 3761.966064
	Iteration 90Q: 3 clusters Score -6352663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6352667.000000 Penalty: 3761.966064
	Iteration 91Q: 3 clusters Score -6352667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6352665.000000 Penalty: 3761.966064
	Iteration 92Q: 3 clusters Score -6352665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6352662.500000 Penalty: 3761.966064
	Iteration 93Q: 3 clusters Score -6352662 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6352662.500000 Penalty: 3761.966064
	Iteration 94F: 3 clusters Score -6352662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88831 members 
Entering Unmasked Estep 
Score: -5215175.500000 Penalty: 1851.604858
	Iteration 0F: 2 clusters Score -5215176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5155944.500000 Penalty: 3703.209717
	Iteration 0F: 3 clusters Score -5155944 nChanged 42116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -5180505.500000 Penalty: 3703.209717
	Iteration 1F: 3 clusters Score -5180506 nChanged 3474
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -5181644.000000 Penalty: 3703.209717
	Iteration 2Q: 3 clusters Score -5181644 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -5183531.500000 Penalty: 3703.209717
	Iteration 3Q: 3 clusters Score -5183532 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -5186707.000000 Penalty: 3703.209717
	Iteration 4F: 3 clusters Score -5186707 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5191851.000000 Penalty: 3703.209717
	Iteration 5F: 3 clusters Score -5191851 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -5198347.500000 Penalty: 3703.209717
	Iteration 6F: 3 clusters Score -5198348 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79825 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -5204835.000000 Penalty: 3703.209717
	Iteration 7F: 3 clusters Score -5204835 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -5209562.000000 Penalty: 3703.209717
	Iteration 8F: 3 clusters Score -5209562 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5212151.000000 Penalty: 3703.209717
	Iteration 9Q: 3 clusters Score -5212151 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88219 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5213113.000000 Penalty: 3703.209717
	Iteration 10Q: 3 clusters Score -5213113 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5213397.000000 Penalty: 3703.209717
	Iteration 11Q: 3 clusters Score -5213397 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88557 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5213505.000000 Penalty: 3703.209717
	Iteration 12Q: 3 clusters Score -5213505 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5213557.000000 Penalty: 3703.209717
	Iteration 13Q: 3 clusters Score -5213557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5213586.000000 Penalty: 3703.209717
	Iteration 14Q: 3 clusters Score -5213586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5213601.000000 Penalty: 3703.209717
	Iteration 15Q: 3 clusters Score -5213601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88597 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5213615.000000 Penalty: 3703.209717
	Iteration 16Q: 3 clusters Score -5213615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5213615.500000 Penalty: 3703.209717
	Iteration 17Q: 3 clusters Score -5213616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5213619.000000 Penalty: 3703.209717
	Iteration 18Q: 3 clusters Score -5213619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5213622.000000 Penalty: 3703.209717
	Iteration 19Q: 3 clusters Score -5213622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5213622.000000 Penalty: 3703.209717
	Iteration 20F: 3 clusters Score -5213622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Entering Unmasked Estep 
Score: -120067.367188 Penalty: 1254.286377
	Iteration 0F: 2 clusters Score -120067.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -117827.664062 Penalty: 2508.572754
	Iteration 0F: 3 clusters Score -117827.7 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -118405.851562 Penalty: 2508.572754
	Iteration 1F: 3 clusters Score -118405.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -118592.531250 Penalty: 2508.572754
	Iteration 2F: 3 clusters Score -118592.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -118747.953125 Penalty: 2508.572754
	Iteration 3F: 3 clusters Score -118748 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -118855.875000 Penalty: 2508.572754
	Iteration 4F: 3 clusters Score -118855.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -118960.382812 Penalty: 2508.572754
	Iteration 5Q: 3 clusters Score -118960.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -119074.718750 Penalty: 2508.572754
	Iteration 6Q: 3 clusters Score -119074.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -119202.687500 Penalty: 2508.572754
	Iteration 7Q: 3 clusters Score -119202.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -119366.507812 Penalty: 2508.572754
	Iteration 8Q: 3 clusters Score -119366.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -119443.343750 Penalty: 2508.572754
	Iteration 9Q: 3 clusters Score -119443.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -119526.117188 Penalty: 2508.572754
	Iteration 10Q: 3 clusters Score -119526.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -119598.968750 Penalty: 2508.572754
	Iteration 11Q: 3 clusters Score -119599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -119634.218750 Penalty: 2508.572754
	Iteration 12Q: 3 clusters Score -119634.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -119655.968750 Penalty: 2508.572754
	Iteration 13Q: 3 clusters Score -119656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -119669.421875 Penalty: 2508.572754
	Iteration 14Q: 3 clusters Score -119669.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -119683.953125 Penalty: 2508.572754
	Iteration 15Q: 3 clusters Score -119684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -119690.210938 Penalty: 2508.572754
	Iteration 16Q: 3 clusters Score -119690.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -119693.726562 Penalty: 2508.572754
	Iteration 17Q: 3 clusters Score -119693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -119694.914062 Penalty: 2508.572754
	Iteration 18Q: 3 clusters Score -119694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -119696.875000 Penalty: 2508.572754
	Iteration 19Q: 3 clusters Score -119696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -119697.140625 Penalty: 2508.572754
	Iteration 20F: 3 clusters Score -119697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -119697.625000 Penalty: 2508.572754
	Iteration 21Q: 3 clusters Score -119697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -119697.625000 Penalty: 2508.572754
	Iteration 22F: 3 clusters Score -119697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Entering Unmasked Estep 
Score: -1013950.625000 Penalty: 1589.299072
	Iteration 0F: 2 clusters Score -1013951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1001821.687500 Penalty: 3178.598145
	Iteration 0F: 3 clusters Score -1001822 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1006277.000000 Penalty: 3178.598145
	Iteration 1F: 3 clusters Score -1006277 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1006694.625000 Penalty: 3178.598145
	Iteration 2F: 3 clusters Score -1006695 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1007141.312500 Penalty: 3178.598145
	Iteration 3F: 3 clusters Score -1007141 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1007669.062500 Penalty: 3178.598145
	Iteration 4F: 3 clusters Score -1007669 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1008333.937500 Penalty: 3178.598145
	Iteration 5F: 3 clusters Score -1008334 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1009180.625000 Penalty: 3178.598145
	Iteration 6F: 3 clusters Score -1009181 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1010087.875000 Penalty: 3178.598145
	Iteration 7F: 3 clusters Score -1010088 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1010878.687500 Penalty: 3178.598145
	Iteration 8F: 3 clusters Score -1010879 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1011435.312500 Penalty: 3178.598145
	Iteration 9Q: 3 clusters Score -1011435 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1011759.500000 Penalty: 3178.598145
	Iteration 10Q: 3 clusters Score -1011760 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1011980.437500 Penalty: 3178.598145
	Iteration 11Q: 3 clusters Score -1011980 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1012149.625000 Penalty: 3178.598145
	Iteration 12Q: 3 clusters Score -1012150 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1012291.562500 Penalty: 3178.598145
	Iteration 13Q: 3 clusters Score -1012292 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1012394.750000 Penalty: 3178.598145
	Iteration 14Q: 3 clusters Score -1012395 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1012457.187500 Penalty: 3178.598145
	Iteration 15Q: 3 clusters Score -1012457 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1012498.750000 Penalty: 3178.598145
	Iteration 16Q: 3 clusters Score -1012499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1012540.500000 Penalty: 3178.598145
	Iteration 17Q: 3 clusters Score -1012540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1012572.250000 Penalty: 3178.598145
	Iteration 18Q: 3 clusters Score -1012572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1012597.937500 Penalty: 3178.598145
	Iteration 19Q: 3 clusters Score -1012598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1012614.750000 Penalty: 3178.598145
	Iteration 20F: 3 clusters Score -1012615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1012625.062500 Penalty: 3178.598145
	Iteration 21Q: 3 clusters Score -1012625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1012633.500000 Penalty: 3178.598145
	Iteration 22Q: 3 clusters Score -1012634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1012638.562500 Penalty: 3178.598145
	Iteration 23Q: 3 clusters Score -1012639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1012640.312500 Penalty: 3178.598145
	Iteration 24Q: 3 clusters Score -1012640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1012642.375000 Penalty: 3178.598145
	Iteration 25Q: 3 clusters Score -1012642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1012643.875000 Penalty: 3178.598145
	Iteration 26Q: 3 clusters Score -1012644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1012646.562500 Penalty: 3178.598145
	Iteration 27Q: 3 clusters Score -1012647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1012646.562500 Penalty: 3178.598145
	Iteration 28F: 3 clusters Score -1012647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Entering Unmasked Estep 
Score: -534154.812500 Penalty: 1487.453247
	Iteration 0F: 2 clusters Score -534154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -527378.625000 Penalty: 2974.906494
	Iteration 0F: 3 clusters Score -527378.6 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -529964.375000 Penalty: 2974.906494
	Iteration 1F: 3 clusters Score -529964.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -530581.500000 Penalty: 2974.906494
	Iteration 2F: 3 clusters Score -530581.5 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -531179.625000 Penalty: 2974.906494
	Iteration 3F: 3 clusters Score -531179.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -531652.437500 Penalty: 2974.906494
	Iteration 4F: 3 clusters Score -531652.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -531976.437500 Penalty: 2974.906494
	Iteration 5F: 3 clusters Score -531976.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -532170.437500 Penalty: 2974.906494
	Iteration 6Q: 3 clusters Score -532170.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -532318.062500 Penalty: 2974.906494
	Iteration 7Q: 3 clusters Score -532318.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -532411.312500 Penalty: 2974.906494
	Iteration 8Q: 3 clusters Score -532411.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -532470.125000 Penalty: 2974.906494
	Iteration 9Q: 3 clusters Score -532470.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -532509.062500 Penalty: 2974.906494
	Iteration 10Q: 3 clusters Score -532509.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -532535.562500 Penalty: 2974.906494
	Iteration 11Q: 3 clusters Score -532535.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -532556.062500 Penalty: 2974.906494
	Iteration 12Q: 3 clusters Score -532556.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -532583.687500 Penalty: 2974.906494
	Iteration 13Q: 3 clusters Score -532583.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -532617.187500 Penalty: 2974.906494
	Iteration 14Q: 3 clusters Score -532617.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -532656.187500 Penalty: 2974.906494
	Iteration 15Q: 3 clusters Score -532656.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -532701.437500 Penalty: 2974.906494
	Iteration 16Q: 3 clusters Score -532701.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -532747.562500 Penalty: 2974.906494
	Iteration 17Q: 3 clusters Score -532747.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -532783.375000 Penalty: 2974.906494
	Iteration 18Q: 3 clusters Score -532783.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -532808.375000 Penalty: 2974.906494
	Iteration 19Q: 3 clusters Score -532808.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -532824.187500 Penalty: 2974.906494
	Iteration 20F: 3 clusters Score -532824.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -532839.000000 Penalty: 2974.906494
	Iteration 21Q: 3 clusters Score -532839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -532847.375000 Penalty: 2974.906494
	Iteration 22Q: 3 clusters Score -532847.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -532856.187500 Penalty: 2974.906494
	Iteration 23Q: 3 clusters Score -532856.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -532861.687500 Penalty: 2974.906494
	Iteration 24Q: 3 clusters Score -532861.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -532866.312500 Penalty: 2974.906494
	Iteration 25Q: 3 clusters Score -532866.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -532870.187500 Penalty: 2974.906494
	Iteration 26Q: 3 clusters Score -532870.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -532873.812500 Penalty: 2974.906494
	Iteration 27Q: 3 clusters Score -532873.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -532876.437500 Penalty: 2974.906494
	Iteration 28Q: 3 clusters Score -532876.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -532880.437500 Penalty: 2974.906494
	Iteration 29Q: 3 clusters Score -532880.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -532882.312500 Penalty: 2974.906494
	Iteration 30Q: 3 clusters Score -532882.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -532883.812500 Penalty: 2974.906494
	Iteration 31Q: 3 clusters Score -532883.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -532886.000000 Penalty: 2974.906494
	Iteration 32Q: 3 clusters Score -532886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -532886.312500 Penalty: 2974.906494
	Iteration 33Q: 3 clusters Score -532886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -532886.687500 Penalty: 2974.906494
	Iteration 34Q: 3 clusters Score -532886.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -532888.500000 Penalty: 2974.906494
	Iteration 35Q: 3 clusters Score -532888.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -532889.312500 Penalty: 2974.906494
	Iteration 36Q: 3 clusters Score -532889.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -532890.312500 Penalty: 2974.906494
	Iteration 37Q: 3 clusters Score -532890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -532891.625000 Penalty: 2974.906494
	Iteration 38Q: 3 clusters Score -532891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -532890.312500 Penalty: 2974.906494
	Iteration 39Q: 3 clusters Score -532890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -532891.000000 Penalty: 2974.906494
	Iteration 40F: 3 clusters Score -532891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -532892.437500 Penalty: 2974.906494
	Iteration 41Q: 3 clusters Score -532892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -532893.312500 Penalty: 2974.906494
	Iteration 42Q: 3 clusters Score -532893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -532892.812500 Penalty: 2974.906494
	Iteration 43Q: 3 clusters Score -532892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -532894.562500 Penalty: 2974.906494
	Iteration 44Q: 3 clusters Score -532894.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -532894.000000 Penalty: 2974.906494
	Iteration 45Q: 3 clusters Score -532894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -532897.625000 Penalty: 2974.906494
	Iteration 46Q: 3 clusters Score -532897.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -532899.500000 Penalty: 2974.906494
	Iteration 47Q: 3 clusters Score -532899.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -532900.187500 Penalty: 2974.906494
	Iteration 48Q: 3 clusters Score -532900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -532901.062500 Penalty: 2974.906494
	Iteration 49Q: 3 clusters Score -532901.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -532902.375000 Penalty: 2974.906494
	Iteration 50Q: 3 clusters Score -532902.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -532903.125000 Penalty: 2974.906494
	Iteration 51Q: 3 clusters Score -532903.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -532905.062500 Penalty: 2974.906494
	Iteration 52Q: 3 clusters Score -532905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -532905.625000 Penalty: 2974.906494
	Iteration 53Q: 3 clusters Score -532905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -532907.937500 Penalty: 2974.906494
	Iteration 54Q: 3 clusters Score -532907.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -532908.000000 Penalty: 2974.906494
	Iteration 55Q: 3 clusters Score -532908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -532907.937500 Penalty: 2974.906494
	Iteration 56Q: 3 clusters Score -532907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -532907.437500 Penalty: 2974.906494
	Iteration 57Q: 3 clusters Score -532907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -532908.562500 Penalty: 2974.906494
	Iteration 58Q: 3 clusters Score -532908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -532909.375000 Penalty: 2974.906494
	Iteration 59Q: 3 clusters Score -532909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -532907.937500 Penalty: 2974.906494
	Iteration 60F: 3 clusters Score -532907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -532909.750000 Penalty: 2974.906494
	Iteration 61Q: 3 clusters Score -532909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -532910.500000 Penalty: 2974.906494
	Iteration 62Q: 3 clusters Score -532910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -532910.500000 Penalty: 2974.906494
	Iteration 63Q: 3 clusters Score -532910.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -532910.500000 Penalty: 2974.906494
	Iteration 64F: 3 clusters Score -532910.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Entering Unmasked Estep 
Score: -641297.125000 Penalty: 1518.839600
	Iteration 0F: 2 clusters Score -641297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -633087.375000 Penalty: 3037.679199
	Iteration 0F: 3 clusters Score -633087.4 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -635895.437500 Penalty: 3037.679199
	Iteration 1F: 3 clusters Score -635895.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -636238.750000 Penalty: 3037.679199
	Iteration 2F: 3 clusters Score -636238.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -636582.187500 Penalty: 3037.679199
	Iteration 3F: 3 clusters Score -636582.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -637002.437500 Penalty: 3037.679199
	Iteration 4F: 3 clusters Score -637002.4 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -637532.750000 Penalty: 3037.679199
	Iteration 5F: 3 clusters Score -637532.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -638150.187500 Penalty: 3037.679199
	Iteration 6F: 3 clusters Score -638150.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -638739.562500 Penalty: 3037.679199
	Iteration 7F: 3 clusters Score -638739.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -639200.187500 Penalty: 3037.679199
	Iteration 8Q: 3 clusters Score -639200.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -639504.812500 Penalty: 3037.679199
	Iteration 9Q: 3 clusters Score -639504.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -639679.312500 Penalty: 3037.679199
	Iteration 10Q: 3 clusters Score -639679.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -639843.937500 Penalty: 3037.679199
	Iteration 11Q: 3 clusters Score -639843.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -639925.625000 Penalty: 3037.679199
	Iteration 12Q: 3 clusters Score -639925.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -639978.375000 Penalty: 3037.679199
	Iteration 13Q: 3 clusters Score -639978.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -640021.625000 Penalty: 3037.679199
	Iteration 14Q: 3 clusters Score -640021.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -640047.375000 Penalty: 3037.679199
	Iteration 15Q: 3 clusters Score -640047.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -640068.937500 Penalty: 3037.679199
	Iteration 16Q: 3 clusters Score -640068.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -640084.062500 Penalty: 3037.679199
	Iteration 17Q: 3 clusters Score -640084.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -640097.812500 Penalty: 3037.679199
	Iteration 18Q: 3 clusters Score -640097.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -640105.562500 Penalty: 3037.679199
	Iteration 19Q: 3 clusters Score -640105.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -640112.062500 Penalty: 3037.679199
	Iteration 20F: 3 clusters Score -640112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -640114.875000 Penalty: 3037.679199
	Iteration 21Q: 3 clusters Score -640114.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -640115.750000 Penalty: 3037.679199
	Iteration 22Q: 3 clusters Score -640115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -640115.812500 Penalty: 3037.679199
	Iteration 23Q: 3 clusters Score -640115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -640119.562500 Penalty: 3037.679199
	Iteration 24Q: 3 clusters Score -640119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -640118.750000 Penalty: 3037.679199
	Iteration 25Q: 3 clusters Score -640118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -640118.812500 Penalty: 3037.679199
	Iteration 26Q: 3 clusters Score -640118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -640118.500000 Penalty: 3037.679199
	Iteration 27Q: 3 clusters Score -640118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -640118.500000 Penalty: 3037.679199
	Iteration 28F: 3 clusters Score -640118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -154976.984375 Penalty: 1294.514038
	Iteration 0F: 2 clusters Score -154977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -152334.046875 Penalty: 2589.028076
	Iteration 0F: 3 clusters Score -152334 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -152994.703125 Penalty: 2589.028076
	Iteration 1F: 3 clusters Score -152994.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -153185.515625 Penalty: 2589.028076
	Iteration 2F: 3 clusters Score -153185.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -153327.468750 Penalty: 2589.028076
	Iteration 3F: 3 clusters Score -153327.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -153440.468750 Penalty: 2589.028076
	Iteration 4F: 3 clusters Score -153440.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -153533.078125 Penalty: 2589.028076
	Iteration 5Q: 3 clusters Score -153533.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -153627.625000 Penalty: 2589.028076
	Iteration 6Q: 3 clusters Score -153627.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -153707.031250 Penalty: 2589.028076
	Iteration 7Q: 3 clusters Score -153707 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -153778.093750 Penalty: 2589.028076
	Iteration 8Q: 3 clusters Score -153778.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -153855.578125 Penalty: 2589.028076
	Iteration 9Q: 3 clusters Score -153855.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -153937.734375 Penalty: 2589.028076
	Iteration 10Q: 3 clusters Score -153937.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -154032.593750 Penalty: 2589.028076
	Iteration 11Q: 3 clusters Score -154032.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -154138.421875 Penalty: 2589.028076
	Iteration 12Q: 3 clusters Score -154138.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -154233.578125 Penalty: 2589.028076
	Iteration 13Q: 3 clusters Score -154233.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -154306.812500 Penalty: 2589.028076
	Iteration 14Q: 3 clusters Score -154306.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -154358.281250 Penalty: 2589.028076
	Iteration 15Q: 3 clusters Score -154358.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -154393.515625 Penalty: 2589.028076
	Iteration 16Q: 3 clusters Score -154393.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -154416.078125 Penalty: 2589.028076
	Iteration 17Q: 3 clusters Score -154416.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -154429.546875 Penalty: 2589.028076
	Iteration 18Q: 3 clusters Score -154429.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -154439.000000 Penalty: 2589.028076
	Iteration 19Q: 3 clusters Score -154439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -154444.234375 Penalty: 2589.028076
	Iteration 20F: 3 clusters Score -154444.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -154448.718750 Penalty: 2589.028076
	Iteration 21Q: 3 clusters Score -154448.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -154453.656250 Penalty: 2589.028076
	Iteration 22Q: 3 clusters Score -154453.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -154461.062500 Penalty: 2589.028076
	Iteration 23Q: 3 clusters Score -154461.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -154470.843750 Penalty: 2589.028076
	Iteration 24Q: 3 clusters Score -154470.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -154486.031250 Penalty: 2589.028076
	Iteration 25Q: 3 clusters Score -154486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -154504.531250 Penalty: 2589.028076
	Iteration 26Q: 3 clusters Score -154504.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -154524.265625 Penalty: 2589.028076
	Iteration 27Q: 3 clusters Score -154524.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -154537.953125 Penalty: 2589.028076
	Iteration 28Q: 3 clusters Score -154538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -154543.421875 Penalty: 2589.028076
	Iteration 29Q: 3 clusters Score -154543.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -154545.984375 Penalty: 2589.028076
	Iteration 30Q: 3 clusters Score -154546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -154546.953125 Penalty: 2589.028076
	Iteration 31Q: 3 clusters Score -154547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -154547.500000 Penalty: 2589.028076
	Iteration 32Q: 3 clusters Score -154547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -154547.500000 Penalty: 2589.028076
	Iteration 33F: 3 clusters Score -154547.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -252105.218750 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -252105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -248355.687500 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -248355.7 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -249365.593750 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -249365.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -249602.484375 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -249602.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -249829.656250 Penalty: 2742.961182
	Iteration 3F: 3 clusters Score -249829.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -250099.796875 Penalty: 2742.961182
	Iteration 4F: 3 clusters Score -250099.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -250379.906250 Penalty: 2742.961182
	Iteration 5F: 3 clusters Score -250379.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -250633.046875 Penalty: 2742.961182
	Iteration 6F: 3 clusters Score -250633 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -250793.375000 Penalty: 2742.961182
	Iteration 7Q: 3 clusters Score -250793.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -250911.171875 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -250911.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -250993.250000 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -250993.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -251058.812500 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -251058.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -251094.390625 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -251094.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -251123.437500 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -251123.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -251140.906250 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -251140.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -251155.875000 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -251155.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -251173.328125 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -251173.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -251188.484375 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -251188.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -251205.015625 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -251205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -251212.593750 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -251212.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -251221.609375 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -251221.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -251233.078125 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -251233.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -251241.578125 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -251241.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -251248.390625 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -251248.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -251256.125000 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -251256.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -251262.984375 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -251263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -251265.796875 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -251265.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -251268.046875 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -251268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -251270.359375 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -251270.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -251271.703125 Penalty: 2742.961182
	Iteration 28Q: 3 clusters Score -251271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -251272.015625 Penalty: 2742.961182
	Iteration 29Q: 3 clusters Score -251272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -251273.828125 Penalty: 2742.961182
	Iteration 30Q: 3 clusters Score -251273.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -251275.437500 Penalty: 2742.961182
	Iteration 31Q: 3 clusters Score -251275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -251278.343750 Penalty: 2742.961182
	Iteration 32Q: 3 clusters Score -251278.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -251282.531250 Penalty: 2742.961182
	Iteration 33Q: 3 clusters Score -251282.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -251286.265625 Penalty: 2742.961182
	Iteration 34Q: 3 clusters Score -251286.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -251293.218750 Penalty: 2742.961182
	Iteration 35Q: 3 clusters Score -251293.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -251298.312500 Penalty: 2742.961182
	Iteration 36Q: 3 clusters Score -251298.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -251302.500000 Penalty: 2742.961182
	Iteration 37Q: 3 clusters Score -251302.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -251304.312500 Penalty: 2742.961182
	Iteration 38Q: 3 clusters Score -251304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -251305.171875 Penalty: 2742.961182
	Iteration 39Q: 3 clusters Score -251305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -251306.562500 Penalty: 2742.961182
	Iteration 40F: 3 clusters Score -251306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -251306.390625 Penalty: 2742.961182
	Iteration 41Q: 3 clusters Score -251306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -251306.875000 Penalty: 2742.961182
	Iteration 42Q: 3 clusters Score -251306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -251306.875000 Penalty: 2742.961182
	Iteration 43F: 3 clusters Score -251306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -81213.000000 Penalty: 1223.004028
	Iteration 0F: 2 clusters Score -81213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79255.656250 Penalty: 2446.008057
	Iteration 0F: 3 clusters Score -79255.66 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -79829.289062 Penalty: 2446.008057
	Iteration 1F: 3 clusters Score -79829.29 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -80071.414062 Penalty: 2446.008057
	Iteration 2F: 3 clusters Score -80071.41 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -80182.632812 Penalty: 2446.008057
	Iteration 3F: 3 clusters Score -80182.63 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -80247.867188 Penalty: 2446.008057
	Iteration 4Q: 3 clusters Score -80247.87 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -80314.914062 Penalty: 2446.008057
	Iteration 5Q: 3 clusters Score -80314.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -80367.304688 Penalty: 2446.008057
	Iteration 6Q: 3 clusters Score -80367.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -80402.875000 Penalty: 2446.008057
	Iteration 7Q: 3 clusters Score -80402.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -80428.937500 Penalty: 2446.008057
	Iteration 8Q: 3 clusters Score -80428.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -80446.921875 Penalty: 2446.008057
	Iteration 9Q: 3 clusters Score -80446.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -80458.562500 Penalty: 2446.008057
	Iteration 10Q: 3 clusters Score -80458.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -80467.429688 Penalty: 2446.008057
	Iteration 11Q: 3 clusters Score -80467.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -80476.085938 Penalty: 2446.008057
	Iteration 12Q: 3 clusters Score -80476.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -80483.585938 Penalty: 2446.008057
	Iteration 13Q: 3 clusters Score -80483.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -80486.226562 Penalty: 2446.008057
	Iteration 14Q: 3 clusters Score -80486.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -80486.867188 Penalty: 2446.008057
	Iteration 15Q: 3 clusters Score -80486.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -80487.804688 Penalty: 2446.008057
	Iteration 16Q: 3 clusters Score -80487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -80488.250000 Penalty: 2446.008057
	Iteration 17Q: 3 clusters Score -80488.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -80489.265625 Penalty: 2446.008057
	Iteration 18Q: 3 clusters Score -80489.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -80490.343750 Penalty: 2446.008057
	Iteration 19Q: 3 clusters Score -80490.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -80491.375000 Penalty: 2446.008057
	Iteration 20F: 3 clusters Score -80491.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -80491.851562 Penalty: 2446.008057
	Iteration 21Q: 3 clusters Score -80491.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -80493.359375 Penalty: 2446.008057
	Iteration 22Q: 3 clusters Score -80493.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -80494.296875 Penalty: 2446.008057
	Iteration 23Q: 3 clusters Score -80494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -80495.625000 Penalty: 2446.008057
	Iteration 24Q: 3 clusters Score -80495.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -80496.890625 Penalty: 2446.008057
	Iteration 25Q: 3 clusters Score -80496.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -80497.765625 Penalty: 2446.008057
	Iteration 26Q: 3 clusters Score -80497.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -80499.187500 Penalty: 2446.008057
	Iteration 27Q: 3 clusters Score -80499.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -80499.726562 Penalty: 2446.008057
	Iteration 28Q: 3 clusters Score -80499.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -80502.250000 Penalty: 2446.008057
	Iteration 29Q: 3 clusters Score -80502.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -80502.554688 Penalty: 2446.008057
	Iteration 30Q: 3 clusters Score -80502.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -80502.554688 Penalty: 2446.008057
	Iteration 31F: 3 clusters Score -80502.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -231236.671875 Penalty: 1345.368408
	Iteration 0F: 2 clusters Score -231236.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -227882.968750 Penalty: 2690.736816
	Iteration 0F: 3 clusters Score -227883 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -228757.859375 Penalty: 2690.736816
	Iteration 1F: 3 clusters Score -228757.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -228951.875000 Penalty: 2690.736816
	Iteration 2F: 3 clusters Score -228951.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -229100.218750 Penalty: 2690.736816
	Iteration 3F: 3 clusters Score -229100.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -229225.765625 Penalty: 2690.736816
	Iteration 4Q: 3 clusters Score -229225.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -229354.359375 Penalty: 2690.736816
	Iteration 5Q: 3 clusters Score -229354.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -229477.078125 Penalty: 2690.736816
	Iteration 6Q: 3 clusters Score -229477.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -229594.609375 Penalty: 2690.736816
	Iteration 7Q: 3 clusters Score -229594.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -229735.093750 Penalty: 2690.736816
	Iteration 8Q: 3 clusters Score -229735.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -229862.750000 Penalty: 2690.736816
	Iteration 9Q: 3 clusters Score -229862.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -229960.593750 Penalty: 2690.736816
	Iteration 10Q: 3 clusters Score -229960.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -230027.625000 Penalty: 2690.736816
	Iteration 11Q: 3 clusters Score -230027.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -230080.203125 Penalty: 2690.736816
	Iteration 12Q: 3 clusters Score -230080.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -230132.937500 Penalty: 2690.736816
	Iteration 13Q: 3 clusters Score -230132.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -230180.343750 Penalty: 2690.736816
	Iteration 14Q: 3 clusters Score -230180.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -230212.156250 Penalty: 2690.736816
	Iteration 15Q: 3 clusters Score -230212.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -230233.500000 Penalty: 2690.736816
	Iteration 16Q: 3 clusters Score -230233.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -230251.046875 Penalty: 2690.736816
	Iteration 17Q: 3 clusters Score -230251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -230260.234375 Penalty: 2690.736816
	Iteration 18Q: 3 clusters Score -230260.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -230269.968750 Penalty: 2690.736816
	Iteration 19Q: 3 clusters Score -230270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -230279.796875 Penalty: 2690.736816
	Iteration 20F: 3 clusters Score -230279.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -230285.250000 Penalty: 2690.736816
	Iteration 21Q: 3 clusters Score -230285.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -230288.875000 Penalty: 2690.736816
	Iteration 22Q: 3 clusters Score -230288.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -230292.109375 Penalty: 2690.736816
	Iteration 23Q: 3 clusters Score -230292.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -230296.234375 Penalty: 2690.736816
	Iteration 24Q: 3 clusters Score -230296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -230299.187500 Penalty: 2690.736816
	Iteration 25Q: 3 clusters Score -230299.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -230302.437500 Penalty: 2690.736816
	Iteration 26Q: 3 clusters Score -230302.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -230306.781250 Penalty: 2690.736816
	Iteration 27Q: 3 clusters Score -230306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -230310.265625 Penalty: 2690.736816
	Iteration 28Q: 3 clusters Score -230310.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -230313.531250 Penalty: 2690.736816
	Iteration 29Q: 3 clusters Score -230313.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -230316.453125 Penalty: 2690.736816
	Iteration 30Q: 3 clusters Score -230316.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -230321.328125 Penalty: 2690.736816
	Iteration 31Q: 3 clusters Score -230321.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -230327.218750 Penalty: 2690.736816
	Iteration 32Q: 3 clusters Score -230327.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -230332.984375 Penalty: 2690.736816
	Iteration 33Q: 3 clusters Score -230333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -230338.953125 Penalty: 2690.736816
	Iteration 34Q: 3 clusters Score -230339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -230345.921875 Penalty: 2690.736816
	Iteration 35Q: 3 clusters Score -230345.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -230354.625000 Penalty: 2690.736816
	Iteration 36Q: 3 clusters Score -230354.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -230364.125000 Penalty: 2690.736816
	Iteration 37Q: 3 clusters Score -230364.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -230373.343750 Penalty: 2690.736816
	Iteration 38Q: 3 clusters Score -230373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -230382.375000 Penalty: 2690.736816
	Iteration 39Q: 3 clusters Score -230382.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -230387.937500 Penalty: 2690.736816
	Iteration 40F: 3 clusters Score -230387.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -230391.343750 Penalty: 2690.736816
	Iteration 41Q: 3 clusters Score -230391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -230393.015625 Penalty: 2690.736816
	Iteration 42Q: 3 clusters Score -230393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -230394.375000 Penalty: 2690.736816
	Iteration 43Q: 3 clusters Score -230394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -230396.843750 Penalty: 2690.736816
	Iteration 44Q: 3 clusters Score -230396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -230397.437500 Penalty: 2690.736816
	Iteration 45Q: 3 clusters Score -230397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -230399.406250 Penalty: 2690.736816
	Iteration 46Q: 3 clusters Score -230399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -230400.125000 Penalty: 2690.736816
	Iteration 47Q: 3 clusters Score -230400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -230400.531250 Penalty: 2690.736816
	Iteration 48Q: 3 clusters Score -230400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -230400.531250 Penalty: 2690.736816
	Iteration 49F: 3 clusters Score -230400.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -47291.488281 Penalty: 1106.827271
	Iteration 0F: 2 clusters Score -47291.49 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 439 members 
Entering Unmasked Estep 
Score: -45925.632812 Penalty: 2213.654541
	Iteration 0F: 3 clusters Score -45925.63 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46167.820312 Penalty: 2213.654541
	Iteration 1F: 3 clusters Score -46167.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -46232.535156 Penalty: 2213.654541
	Iteration 2F: 3 clusters Score -46232.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -46260.937500 Penalty: 2213.654541
	Iteration 3Q: 3 clusters Score -46260.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -46279.554688 Penalty: 2213.654541
	Iteration 4Q: 3 clusters Score -46279.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -46285.824219 Penalty: 2213.654541
	Iteration 5Q: 3 clusters Score -46285.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -46291.828125 Penalty: 2213.654541
	Iteration 6Q: 3 clusters Score -46291.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -46298.484375 Penalty: 2213.654541
	Iteration 7Q: 3 clusters Score -46298.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -46302.460938 Penalty: 2213.654541
	Iteration 8Q: 3 clusters Score -46302.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -46308.226562 Penalty: 2213.654541
	Iteration 9Q: 3 clusters Score -46308.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46310.628906 Penalty: 2213.654541
	Iteration 10Q: 3 clusters Score -46310.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46313.199219 Penalty: 2213.654541
	Iteration 11Q: 3 clusters Score -46313.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46313.199219 Penalty: 2213.654541
	Iteration 12F: 3 clusters Score -46313.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -133918.265625 Penalty: 1283.431519
	Iteration 0F: 2 clusters Score -133918.3 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 1360 members 
Entering Unmasked Estep 
Score: -131383.906250 Penalty: 2566.863037
	Iteration 0F: 3 clusters Score -131383.9 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -131998.015625 Penalty: 2566.863037
	Iteration 1F: 3 clusters Score -131998 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -132150.937500 Penalty: 2566.863037
	Iteration 2F: 3 clusters Score -132150.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -132241.015625 Penalty: 2566.863037
	Iteration 3F: 3 clusters Score -132241 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -132293.468750 Penalty: 2566.863037
	Iteration 4Q: 3 clusters Score -132293.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -132325.171875 Penalty: 2566.863037
	Iteration 5Q: 3 clusters Score -132325.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -132356.265625 Penalty: 2566.863037
	Iteration 6Q: 3 clusters Score -132356.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -132383.484375 Penalty: 2566.863037
	Iteration 7Q: 3 clusters Score -132383.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -132403.468750 Penalty: 2566.863037
	Iteration 8Q: 3 clusters Score -132403.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -132421.437500 Penalty: 2566.863037
	Iteration 9Q: 3 clusters Score -132421.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -132435.953125 Penalty: 2566.863037
	Iteration 10Q: 3 clusters Score -132436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -132448.984375 Penalty: 2566.863037
	Iteration 11Q: 3 clusters Score -132449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -132458.296875 Penalty: 2566.863037
	Iteration 12Q: 3 clusters Score -132458.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -132471.187500 Penalty: 2566.863037
	Iteration 13Q: 3 clusters Score -132471.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -132483.359375 Penalty: 2566.863037
	Iteration 14Q: 3 clusters Score -132483.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -132492.750000 Penalty: 2566.863037
	Iteration 15Q: 3 clusters Score -132492.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -132499.000000 Penalty: 2566.863037
	Iteration 16Q: 3 clusters Score -132499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -132502.890625 Penalty: 2566.863037
	Iteration 17Q: 3 clusters Score -132502.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -132505.765625 Penalty: 2566.863037
	Iteration 18Q: 3 clusters Score -132505.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -132509.546875 Penalty: 2566.863037
	Iteration 19Q: 3 clusters Score -132509.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -132514.468750 Penalty: 2566.863037
	Iteration 20F: 3 clusters Score -132514.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -132517.796875 Penalty: 2566.863037
	Iteration 21Q: 3 clusters Score -132517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -132520.546875 Penalty: 2566.863037
	Iteration 22Q: 3 clusters Score -132520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -132523.171875 Penalty: 2566.863037
	Iteration 23Q: 3 clusters Score -132523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -132527.234375 Penalty: 2566.863037
	Iteration 24Q: 3 clusters Score -132527.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -132531.421875 Penalty: 2566.863037
	Iteration 25Q: 3 clusters Score -132531.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -132535.843750 Penalty: 2566.863037
	Iteration 26Q: 3 clusters Score -132535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -132540.921875 Penalty: 2566.863037
	Iteration 27Q: 3 clusters Score -132540.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -132549.984375 Penalty: 2566.863037
	Iteration 28Q: 3 clusters Score -132550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -132557.484375 Penalty: 2566.863037
	Iteration 29Q: 3 clusters Score -132557.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -132564.328125 Penalty: 2566.863037
	Iteration 30Q: 3 clusters Score -132564.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -132572.281250 Penalty: 2566.863037
	Iteration 31Q: 3 clusters Score -132572.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -132578.859375 Penalty: 2566.863037
	Iteration 32Q: 3 clusters Score -132578.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -132583.921875 Penalty: 2566.863037
	Iteration 33Q: 3 clusters Score -132583.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -132590.156250 Penalty: 2566.863037
	Iteration 34Q: 3 clusters Score -132590.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -132593.843750 Penalty: 2566.863037
	Iteration 35Q: 3 clusters Score -132593.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -132599.296875 Penalty: 2566.863037
	Iteration 36Q: 3 clusters Score -132599.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -132603.640625 Penalty: 2566.863037
	Iteration 37Q: 3 clusters Score -132603.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -132608.671875 Penalty: 2566.863037
	Iteration 38Q: 3 clusters Score -132608.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -132615.765625 Penalty: 2566.863037
	Iteration 39Q: 3 clusters Score -132615.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -132622.812500 Penalty: 2566.863037
	Iteration 40F: 3 clusters Score -132622.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -132629.296875 Penalty: 2566.863037
	Iteration 41Q: 3 clusters Score -132629.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -132636.406250 Penalty: 2566.863037
	Iteration 42Q: 3 clusters Score -132636.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -132642.828125 Penalty: 2566.863037
	Iteration 43Q: 3 clusters Score -132642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -132646.609375 Penalty: 2566.863037
	Iteration 44Q: 3 clusters Score -132646.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -132651.093750 Penalty: 2566.863037
	Iteration 45Q: 3 clusters Score -132651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -132653.218750 Penalty: 2566.863037
	Iteration 46Q: 3 clusters Score -132653.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -132654.843750 Penalty: 2566.863037
	Iteration 47Q: 3 clusters Score -132654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -132656.953125 Penalty: 2566.863037
	Iteration 48Q: 3 clusters Score -132657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -132658.171875 Penalty: 2566.863037
	Iteration 49Q: 3 clusters Score -132658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -132658.843750 Penalty: 2566.863037
	Iteration 50Q: 3 clusters Score -132658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -132658.843750 Penalty: 2566.863037
	Iteration 51F: 3 clusters Score -132658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Entering Unmasked Estep 
Score: -504123.687500 Penalty: 1478.035522
	Iteration 0F: 2 clusters Score -504123.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -497528.812500 Penalty: 2956.071045
	Iteration 0F: 3 clusters Score -497528.8 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -499544.375000 Penalty: 2956.071045
	Iteration 1F: 3 clusters Score -499544.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -499761.968750 Penalty: 2956.071045
	Iteration 2F: 3 clusters Score -499762 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -499959.843750 Penalty: 2956.071045
	Iteration 3F: 3 clusters Score -499959.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -500135.031250 Penalty: 2956.071045
	Iteration 4Q: 3 clusters Score -500135 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -500263.468750 Penalty: 2956.071045
	Iteration 5Q: 3 clusters Score -500263.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -500392.781250 Penalty: 2956.071045
	Iteration 6Q: 3 clusters Score -500392.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -500536.562500 Penalty: 2956.071045
	Iteration 7Q: 3 clusters Score -500536.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -500692.718750 Penalty: 2956.071045
	Iteration 8Q: 3 clusters Score -500692.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -500870.875000 Penalty: 2956.071045
	Iteration 9Q: 3 clusters Score -500870.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -501068.906250 Penalty: 2956.071045
	Iteration 10Q: 3 clusters Score -501068.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -501266.187500 Penalty: 2956.071045
	Iteration 11Q: 3 clusters Score -501266.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -501476.937500 Penalty: 2956.071045
	Iteration 12Q: 3 clusters Score -501476.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -501681.625000 Penalty: 2956.071045
	Iteration 13Q: 3 clusters Score -501681.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -501894.281250 Penalty: 2956.071045
	Iteration 14Q: 3 clusters Score -501894.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -502080.875000 Penalty: 2956.071045
	Iteration 15Q: 3 clusters Score -502080.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -502216.281250 Penalty: 2956.071045
	Iteration 16Q: 3 clusters Score -502216.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -502310.531250 Penalty: 2956.071045
	Iteration 17Q: 3 clusters Score -502310.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -502400.156250 Penalty: 2956.071045
	Iteration 18Q: 3 clusters Score -502400.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -502476.062500 Penalty: 2956.071045
	Iteration 19Q: 3 clusters Score -502476.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -502526.843750 Penalty: 2956.071045
	Iteration 20F: 3 clusters Score -502526.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -502563.843750 Penalty: 2956.071045
	Iteration 21Q: 3 clusters Score -502563.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -502593.187500 Penalty: 2956.071045
	Iteration 22Q: 3 clusters Score -502593.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -502617.062500 Penalty: 2956.071045
	Iteration 23Q: 3 clusters Score -502617.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -502643.468750 Penalty: 2956.071045
	Iteration 24Q: 3 clusters Score -502643.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -502665.906250 Penalty: 2956.071045
	Iteration 25Q: 3 clusters Score -502665.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -502695.750000 Penalty: 2956.071045
	Iteration 26Q: 3 clusters Score -502695.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -502716.218750 Penalty: 2956.071045
	Iteration 27Q: 3 clusters Score -502716.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -502729.593750 Penalty: 2956.071045
	Iteration 28Q: 3 clusters Score -502729.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -502741.625000 Penalty: 2956.071045
	Iteration 29Q: 3 clusters Score -502741.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -502758.687500 Penalty: 2956.071045
	Iteration 30Q: 3 clusters Score -502758.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -502766.500000 Penalty: 2956.071045
	Iteration 31Q: 3 clusters Score -502766.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -502775.218750 Penalty: 2956.071045
	Iteration 32Q: 3 clusters Score -502775.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -502782.375000 Penalty: 2956.071045
	Iteration 33Q: 3 clusters Score -502782.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -502786.656250 Penalty: 2956.071045
	Iteration 34Q: 3 clusters Score -502786.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -502788.406250 Penalty: 2956.071045
	Iteration 35Q: 3 clusters Score -502788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -502790.687500 Penalty: 2956.071045
	Iteration 36Q: 3 clusters Score -502790.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -502794.312500 Penalty: 2956.071045
	Iteration 37Q: 3 clusters Score -502794.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -502796.718750 Penalty: 2956.071045
	Iteration 38Q: 3 clusters Score -502796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -502799.031250 Penalty: 2956.071045
	Iteration 39Q: 3 clusters Score -502799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -502805.875000 Penalty: 2956.071045
	Iteration 40F: 3 clusters Score -502805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -502807.593750 Penalty: 2956.071045
	Iteration 41Q: 3 clusters Score -502807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -502808.125000 Penalty: 2956.071045
	Iteration 42Q: 3 clusters Score -502808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -502809.593750 Penalty: 2956.071045
	Iteration 43Q: 3 clusters Score -502809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -502809.093750 Penalty: 2956.071045
	Iteration 44Q: 3 clusters Score -502809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -502814.187500 Penalty: 2956.071045
	Iteration 45Q: 3 clusters Score -502814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -502816.437500 Penalty: 2956.071045
	Iteration 46Q: 3 clusters Score -502816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -502817.625000 Penalty: 2956.071045
	Iteration 47Q: 3 clusters Score -502817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -502817.906250 Penalty: 2956.071045
	Iteration 48Q: 3 clusters Score -502817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -502818.187500 Penalty: 2956.071045
	Iteration 49Q: 3 clusters Score -502818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -502818.875000 Penalty: 2956.071045
	Iteration 50Q: 3 clusters Score -502818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -502820.125000 Penalty: 2956.071045
	Iteration 51Q: 3 clusters Score -502820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -502819.875000 Penalty: 2956.071045
	Iteration 52Q: 3 clusters Score -502819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -502821.593750 Penalty: 2956.071045
	Iteration 53Q: 3 clusters Score -502821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -502823.531250 Penalty: 2956.071045
	Iteration 54Q: 3 clusters Score -502823.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -502824.218750 Penalty: 2956.071045
	Iteration 55Q: 3 clusters Score -502824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -502824.218750 Penalty: 2956.071045
	Iteration 56F: 3 clusters Score -502824.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -56574.355469 Penalty: 1136.812012
	Iteration 0F: 2 clusters Score -56574.36 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 538 members 
Entering Unmasked Estep 
Score: -55065.007812 Penalty: 2273.624023
	Iteration 0F: 3 clusters Score -55065.01 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -55381.566406 Penalty: 2273.624023
	Iteration 1F: 3 clusters Score -55381.57 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -55475.585938 Penalty: 2273.624023
	Iteration 2F: 3 clusters Score -55475.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -55523.222656 Penalty: 2273.624023
	Iteration 3Q: 3 clusters Score -55523.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -55568.402344 Penalty: 2273.624023
	Iteration 4Q: 3 clusters Score -55568.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -55597.285156 Penalty: 2273.624023
	Iteration 5Q: 3 clusters Score -55597.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -55611.230469 Penalty: 2273.624023
	Iteration 6Q: 3 clusters Score -55611.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -55626.710938 Penalty: 2273.624023
	Iteration 7Q: 3 clusters Score -55626.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -55639.531250 Penalty: 2273.624023
	Iteration 8Q: 3 clusters Score -55639.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -55653.925781 Penalty: 2273.624023
	Iteration 9Q: 3 clusters Score -55653.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -55663.066406 Penalty: 2273.624023
	Iteration 10Q: 3 clusters Score -55663.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -55675.140625 Penalty: 2273.624023
	Iteration 11Q: 3 clusters Score -55675.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -55684.722656 Penalty: 2273.624023
	Iteration 12Q: 3 clusters Score -55684.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -55696.429688 Penalty: 2273.624023
	Iteration 13Q: 3 clusters Score -55696.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -55712.628906 Penalty: 2273.624023
	Iteration 14Q: 3 clusters Score -55712.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -55722.890625 Penalty: 2273.624023
	Iteration 15Q: 3 clusters Score -55722.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -55726.902344 Penalty: 2273.624023
	Iteration 16Q: 3 clusters Score -55726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -55736.324219 Penalty: 2273.624023
	Iteration 17Q: 3 clusters Score -55736.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -55755.906250 Penalty: 2273.624023
	Iteration 18Q: 3 clusters Score -55755.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -55780.457031 Penalty: 2273.624023
	Iteration 19Q: 3 clusters Score -55780.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -55810.304688 Penalty: 2273.624023
	Iteration 20F: 3 clusters Score -55810.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -55833.347656 Penalty: 2273.624023
	Iteration 21Q: 3 clusters Score -55833.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -55847.621094 Penalty: 2273.624023
	Iteration 22Q: 3 clusters Score -55847.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -55857.929688 Penalty: 2273.624023
	Iteration 23Q: 3 clusters Score -55857.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -55868.105469 Penalty: 2273.624023
	Iteration 24Q: 3 clusters Score -55868.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -55872.300781 Penalty: 2273.624023
	Iteration 25Q: 3 clusters Score -55872.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -55879.523438 Penalty: 2273.624023
	Iteration 26Q: 3 clusters Score -55879.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -55883.214844 Penalty: 2273.624023
	Iteration 27Q: 3 clusters Score -55883.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -55896.421875 Penalty: 2273.624023
	Iteration 28Q: 3 clusters Score -55896.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -55913.484375 Penalty: 2273.624023
	Iteration 29Q: 3 clusters Score -55913.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -55932.238281 Penalty: 2273.624023
	Iteration 30Q: 3 clusters Score -55932.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -55947.101562 Penalty: 2273.624023
	Iteration 31Q: 3 clusters Score -55947.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -55962.593750 Penalty: 2273.624023
	Iteration 32Q: 3 clusters Score -55962.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -55973.390625 Penalty: 2273.624023
	Iteration 33Q: 3 clusters Score -55973.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -55980.113281 Penalty: 2273.624023
	Iteration 34Q: 3 clusters Score -55980.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -55983.640625 Penalty: 2273.624023
	Iteration 35Q: 3 clusters Score -55983.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -55987.378906 Penalty: 2273.624023
	Iteration 36Q: 3 clusters Score -55987.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -55995.753906 Penalty: 2273.624023
	Iteration 37Q: 3 clusters Score -55995.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -56007.406250 Penalty: 2273.624023
	Iteration 38Q: 3 clusters Score -56007.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -56012.218750 Penalty: 2273.624023
	Iteration 39Q: 3 clusters Score -56012.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -56021.519531 Penalty: 2273.624023
	Iteration 40F: 3 clusters Score -56021.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -56030.984375 Penalty: 2273.624023
	Iteration 41Q: 3 clusters Score -56030.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -56044.292969 Penalty: 2273.624023
	Iteration 42Q: 3 clusters Score -56044.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -56051.695312 Penalty: 2273.624023
	Iteration 43Q: 3 clusters Score -56051.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -56062.632812 Penalty: 2273.624023
	Iteration 44Q: 3 clusters Score -56062.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -56067.453125 Penalty: 2273.624023
	Iteration 45Q: 3 clusters Score -56067.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -56070.867188 Penalty: 2273.624023
	Iteration 46Q: 3 clusters Score -56070.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -56077.410156 Penalty: 2273.624023
	Iteration 47Q: 3 clusters Score -56077.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -56083.128906 Penalty: 2273.624023
	Iteration 48Q: 3 clusters Score -56083.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -56090.632812 Penalty: 2273.624023
	Iteration 49Q: 3 clusters Score -56090.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -56097.804688 Penalty: 2273.624023
	Iteration 50Q: 3 clusters Score -56097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -56099.570312 Penalty: 2273.624023
	Iteration 51Q: 3 clusters Score -56099.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -56102.011719 Penalty: 2273.624023
	Iteration 52Q: 3 clusters Score -56102.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -56106.289062 Penalty: 2273.624023
	Iteration 53Q: 3 clusters Score -56106.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -56109.863281 Penalty: 2273.624023
	Iteration 54Q: 3 clusters Score -56109.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -56112.398438 Penalty: 2273.624023
	Iteration 55Q: 3 clusters Score -56112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -56117.679688 Penalty: 2273.624023
	Iteration 56Q: 3 clusters Score -56117.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -56121.937500 Penalty: 2273.624023
	Iteration 57Q: 3 clusters Score -56121.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -56126.242188 Penalty: 2273.624023
	Iteration 58Q: 3 clusters Score -56126.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -56127.785156 Penalty: 2273.624023
	Iteration 59Q: 3 clusters Score -56127.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -56130.476562 Penalty: 2273.624023
	Iteration 60F: 3 clusters Score -56130.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -56131.582031 Penalty: 2273.624023
	Iteration 61Q: 3 clusters Score -56131.58 nChanged 2
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: -56132.968750 Penalty: 2273.624023
	Iteration 62Q: 3 clusters Score -56132.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -56133.605469 Penalty: 2273.624023
	Iteration 63Q: 3 clusters Score -56133.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -56133.882812 Penalty: 2273.624023
	Iteration 64Q: 3 clusters Score -56133.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -56134.792969 Penalty: 2273.624023
	Iteration 65Q: 3 clusters Score -56134.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -56135.175781 Penalty: 2273.624023
	Iteration 66Q: 3 clusters Score -56135.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -56135.292969 Penalty: 2273.624023
	Iteration 67Q: 3 clusters Score -56135.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -56135.703125 Penalty: 2273.624023
	Iteration 68Q: 3 clusters Score -56135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -56135.703125 Penalty: 2273.624023
	Iteration 69F: 3 clusters Score -56135.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -275498.062500 Penalty: 1376.595703
	Iteration 0F: 2 clusters Score -275498.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -271676.812500 Penalty: 2753.191406
	Iteration 0F: 3 clusters Score -271676.8 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -272838.562500 Penalty: 2753.191406
	Iteration 1F: 3 clusters Score -272838.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -273072.656250 Penalty: 2753.191406
	Iteration 2F: 3 clusters Score -273072.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -273277.000000 Penalty: 2753.191406
	Iteration 3F: 3 clusters Score -273277 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -273489.781250 Penalty: 2753.191406
	Iteration 4F: 3 clusters Score -273489.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -273679.031250 Penalty: 2753.191406
	Iteration 5F: 3 clusters Score -273679 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -273816.125000 Penalty: 2753.191406
	Iteration 6Q: 3 clusters Score -273816.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -273941.750000 Penalty: 2753.191406
	Iteration 7Q: 3 clusters Score -273941.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -274036.406250 Penalty: 2753.191406
	Iteration 8Q: 3 clusters Score -274036.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -274120.031250 Penalty: 2753.191406
	Iteration 9Q: 3 clusters Score -274120 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -274202.812500 Penalty: 2753.191406
	Iteration 10Q: 3 clusters Score -274202.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -274288.062500 Penalty: 2753.191406
	Iteration 11Q: 3 clusters Score -274288.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -274377.093750 Penalty: 2753.191406
	Iteration 12Q: 3 clusters Score -274377.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -274465.031250 Penalty: 2753.191406
	Iteration 13Q: 3 clusters Score -274465 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -274542.531250 Penalty: 2753.191406
	Iteration 14Q: 3 clusters Score -274542.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -274604.406250 Penalty: 2753.191406
	Iteration 15Q: 3 clusters Score -274604.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -274666.062500 Penalty: 2753.191406
	Iteration 16Q: 3 clusters Score -274666.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -274709.781250 Penalty: 2753.191406
	Iteration 17Q: 3 clusters Score -274709.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -274728.031250 Penalty: 2753.191406
	Iteration 18Q: 3 clusters Score -274728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -274737.593750 Penalty: 2753.191406
	Iteration 19Q: 3 clusters Score -274737.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -274743.093750 Penalty: 2753.191406
	Iteration 20F: 3 clusters Score -274743.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -274747.000000 Penalty: 2753.191406
	Iteration 21Q: 3 clusters Score -274747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -274749.718750 Penalty: 2753.191406
	Iteration 22Q: 3 clusters Score -274749.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -274750.812500 Penalty: 2753.191406
	Iteration 23Q: 3 clusters Score -274750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -274751.062500 Penalty: 2753.191406
	Iteration 24Q: 3 clusters Score -274751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -274751.812500 Penalty: 2753.191406
	Iteration 25Q: 3 clusters Score -274751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -274752.093750 Penalty: 2753.191406
	Iteration 26Q: 3 clusters Score -274752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -274752.187500 Penalty: 2753.191406
	Iteration 27Q: 3 clusters Score -274752.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -274752.187500 Penalty: 2753.191406
	Iteration 28F: 3 clusters Score -274752.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -130184.398438 Penalty: 1290.864746
	Iteration 0F: 2 clusters Score -130184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -127643.671875 Penalty: 2581.729492
	Iteration 0F: 3 clusters Score -127643.7 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -128507.445312 Penalty: 2581.729492
	Iteration 1F: 3 clusters Score -128507.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -128775.804688 Penalty: 2581.729492
	Iteration 2F: 3 clusters Score -128775.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -128917.320312 Penalty: 2581.729492
	Iteration 3F: 3 clusters Score -128917.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -129028.109375 Penalty: 2581.729492
	Iteration 4Q: 3 clusters Score -129028.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -129150.226562 Penalty: 2581.729492
	Iteration 5Q: 3 clusters Score -129150.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -129237.015625 Penalty: 2581.729492
	Iteration 6Q: 3 clusters Score -129237 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -129286.898438 Penalty: 2581.729492
	Iteration 7Q: 3 clusters Score -129286.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -129335.484375 Penalty: 2581.729492
	Iteration 8Q: 3 clusters Score -129335.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -129371.757812 Penalty: 2581.729492
	Iteration 9Q: 3 clusters Score -129371.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129410.960938 Penalty: 2581.729492
	Iteration 10Q: 3 clusters Score -129411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -129457.750000 Penalty: 2581.729492
	Iteration 11Q: 3 clusters Score -129457.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -129504.648438 Penalty: 2581.729492
	Iteration 12Q: 3 clusters Score -129504.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -129550.117188 Penalty: 2581.729492
	Iteration 13Q: 3 clusters Score -129550.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -129577.179688 Penalty: 2581.729492
	Iteration 14Q: 3 clusters Score -129577.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -129602.953125 Penalty: 2581.729492
	Iteration 15Q: 3 clusters Score -129603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -129624.867188 Penalty: 2581.729492
	Iteration 16Q: 3 clusters Score -129624.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -129637.289062 Penalty: 2581.729492
	Iteration 17Q: 3 clusters Score -129637.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -129647.250000 Penalty: 2581.729492
	Iteration 18Q: 3 clusters Score -129647.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -129652.031250 Penalty: 2581.729492
	Iteration 19Q: 3 clusters Score -129652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -129656.164062 Penalty: 2581.729492
	Iteration 20F: 3 clusters Score -129656.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -129659.226562 Penalty: 2581.729492
	Iteration 21Q: 3 clusters Score -129659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -129660.265625 Penalty: 2581.729492
	Iteration 22Q: 3 clusters Score -129660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -129661.437500 Penalty: 2581.729492
	Iteration 23Q: 3 clusters Score -129661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -129663.226562 Penalty: 2581.729492
	Iteration 24Q: 3 clusters Score -129663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -129664.554688 Penalty: 2581.729492
	Iteration 25Q: 3 clusters Score -129664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -129665.976562 Penalty: 2581.729492
	Iteration 26Q: 3 clusters Score -129666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -129666.914062 Penalty: 2581.729492
	Iteration 27Q: 3 clusters Score -129666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -129667.453125 Penalty: 2581.729492
	Iteration 28Q: 3 clusters Score -129667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -129667.710938 Penalty: 2581.729492
	Iteration 29Q: 3 clusters Score -129667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -129667.710938 Penalty: 2581.729492
	Iteration 30F: 3 clusters Score -129667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 34879 members 
Mstep: Class 3 contains 143611 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57806 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9017 members 
Mstep: Class 8 contains 11783 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14037 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88831 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9448 members 
Mstep: Class 21 contains 11461 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145696.000000 Penalty: 67216.164062
Iteration 159Q: 32 clusters Score -3.41457e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 34881 members 
Mstep: Class 3 contains 143614 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57805 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14030 members 
Mstep: Class 15 contains 7159 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88830 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9448 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145740.000000 Penalty: 67216.164062
Iteration 160F: 32 clusters Score -3.414574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 34883 members 
Mstep: Class 3 contains 143612 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57808 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14028 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106433 members 
Mstep: Class 17 contains 88833 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145756.000000 Penalty: 67216.164062
Iteration 161Q: 32 clusters Score -3.414576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 34884 members 
Mstep: Class 3 contains 143609 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57808 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 9013 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14025 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88835 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17681 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145736.000000 Penalty: 67216.164062
Iteration 162Q: 32 clusters Score -3.414574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 34885 members 
Mstep: Class 3 contains 143609 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57810 members 
Mstep: Class 6 contains 13266 members 
Mstep: Class 7 contains 9013 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3946 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14024 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88836 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17681 members 
Mstep: Class 20 contains 9446 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145720.000000 Penalty: 67216.164062
Iteration 163Q: 32 clusters Score -3.414572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34885 members 
Mstep: Class 3 contains 143608 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57813 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14019 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88838 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9446 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145744.000000 Penalty: 67216.164062
Iteration 164Q: 32 clusters Score -3.414574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34885 members 
Mstep: Class 3 contains 143607 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57815 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14018 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88837 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9446 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145744.000000 Penalty: 67216.164062
Iteration 165Q: 32 clusters Score -3.414574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34885 members 
Mstep: Class 3 contains 143605 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57815 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88837 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9446 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145748.000000 Penalty: 67216.164062
Iteration 166Q: 32 clusters Score -3.414575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34885 members 
Mstep: Class 3 contains 143603 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57814 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88836 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145744.000000 Penalty: 67216.164062
Iteration 167Q: 32 clusters Score -3.414574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34886 members 
Mstep: Class 3 contains 143602 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57815 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88836 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9446 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145748.000000 Penalty: 67216.164062
Iteration 168Q: 32 clusters Score -3.414575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34886 members 
Mstep: Class 3 contains 143602 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57815 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14019 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88838 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9445 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145740.000000 Penalty: 67216.164062
Iteration 169Q: 32 clusters Score -3.414574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34886 members 
Mstep: Class 3 contains 143601 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57816 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14019 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88838 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9445 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145736.000000 Penalty: 67216.164062
Iteration 170Q: 32 clusters Score -3.414574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34886 members 
Mstep: Class 3 contains 143601 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57817 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14019 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88837 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9445 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145736.000000 Penalty: 67216.164062
Iteration 171Q: 32 clusters Score -3.414574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 34886 members 
Mstep: Class 3 contains 143601 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 57817 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 14019 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 106434 members 
Mstep: Class 17 contains 88837 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 9445 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145736.000000 Penalty: 67216.164062
Iteration 172F: 32 clusters Score -3.414574e+07 nChanged 0
Entering ConstructFrom: 
Score: -34145736.000000 Penalty: 67216.164062
Entering ConstructFrom: 
Trying to split cluster 1 (40763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Entering Unmasked Estep 
Score: -2372066.250000 Penalty: 1725.023682
	Iteration 0F: 2 clusters Score -2372066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2344799.250000 Penalty: 3450.047363
	Iteration 0F: 3 clusters Score -2344799 nChanged 19029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2356281.750000 Penalty: 3450.047363
	Iteration 1F: 3 clusters Score -2356282 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2357528.750000 Penalty: 3450.047363
	Iteration 2F: 3 clusters Score -2357529 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2359138.000000 Penalty: 3450.047363
	Iteration 3F: 3 clusters Score -2359138 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -2361045.750000 Penalty: 3450.047363
	Iteration 4F: 3 clusters Score -2361046 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -2362988.250000 Penalty: 3450.047363
	Iteration 5F: 3 clusters Score -2362988 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -2364798.750000 Penalty: 3450.047363
	Iteration 6F: 3 clusters Score -2364799 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -2366382.500000 Penalty: 3450.047363
	Iteration 7F: 3 clusters Score -2366382 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -2367835.750000 Penalty: 3450.047363
	Iteration 8Q: 3 clusters Score -2367836 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -2368922.250000 Penalty: 3450.047363
	Iteration 9Q: 3 clusters Score -2368922 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -2369693.250000 Penalty: 3450.047363
	Iteration 10Q: 3 clusters Score -2369693 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -2370100.750000 Penalty: 3450.047363
	Iteration 11Q: 3 clusters Score -2370101 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -2370302.500000 Penalty: 3450.047363
	Iteration 12Q: 3 clusters Score -2370302 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -2370389.500000 Penalty: 3450.047363
	Iteration 13Q: 3 clusters Score -2370390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -2370449.500000 Penalty: 3450.047363
	Iteration 14Q: 3 clusters Score -2370450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -2370482.750000 Penalty: 3450.047363
	Iteration 15Q: 3 clusters Score -2370483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -2370512.250000 Penalty: 3450.047363
	Iteration 16Q: 3 clusters Score -2370512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -2370540.500000 Penalty: 3450.047363
	Iteration 17Q: 3 clusters Score -2370540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -2370557.750000 Penalty: 3450.047363
	Iteration 18Q: 3 clusters Score -2370558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -2370570.750000 Penalty: 3450.047363
	Iteration 19Q: 3 clusters Score -2370571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -2370581.750000 Penalty: 3450.047363
	Iteration 20F: 3 clusters Score -2370582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -2370593.250000 Penalty: 3450.047363
	Iteration 21Q: 3 clusters Score -2370593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -2370610.500000 Penalty: 3450.047363
	Iteration 22Q: 3 clusters Score -2370610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -2370627.250000 Penalty: 3450.047363
	Iteration 23Q: 3 clusters Score -2370627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -2370640.500000 Penalty: 3450.047363
	Iteration 24Q: 3 clusters Score -2370640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -2370650.500000 Penalty: 3450.047363
	Iteration 25Q: 3 clusters Score -2370650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -2370665.750000 Penalty: 3450.047363
	Iteration 26Q: 3 clusters Score -2370666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -2370696.500000 Penalty: 3450.047363
	Iteration 27Q: 3 clusters Score -2370696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -2370715.000000 Penalty: 3450.047363
	Iteration 28Q: 3 clusters Score -2370715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -2370723.750000 Penalty: 3450.047363
	Iteration 29Q: 3 clusters Score -2370724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -2370732.500000 Penalty: 3450.047363
	Iteration 30Q: 3 clusters Score -2370732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -2370736.750000 Penalty: 3450.047363
	Iteration 31Q: 3 clusters Score -2370737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -2370744.250000 Penalty: 3450.047363
	Iteration 32Q: 3 clusters Score -2370744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -2370753.000000 Penalty: 3450.047363
	Iteration 33Q: 3 clusters Score -2370753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -2370752.500000 Penalty: 3450.047363
	Iteration 34Q: 3 clusters Score -2370752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -2370751.250000 Penalty: 3450.047363
	Iteration 35Q: 3 clusters Score -2370751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -2370758.250000 Penalty: 3450.047363
	Iteration 36Q: 3 clusters Score -2370758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -2370766.000000 Penalty: 3450.047363
	Iteration 37Q: 3 clusters Score -2370766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -2370766.000000 Penalty: 3450.047363
	Iteration 38Q: 3 clusters Score -2370766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -2370765.500000 Penalty: 3450.047363
	Iteration 39Q: 3 clusters Score -2370766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -2370766.500000 Penalty: 3450.047363
	Iteration 40F: 3 clusters Score -2370766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -2370771.500000 Penalty: 3450.047363
	Iteration 41Q: 3 clusters Score -2370772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -2370771.500000 Penalty: 3450.047363
	Iteration 42Q: 3 clusters Score -2370772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -2370775.750000 Penalty: 3450.047363
	Iteration 43Q: 3 clusters Score -2370776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -2370778.000000 Penalty: 3450.047363
	Iteration 44Q: 3 clusters Score -2370778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -2370779.250000 Penalty: 3450.047363
	Iteration 45Q: 3 clusters Score -2370779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -2370783.250000 Penalty: 3450.047363
	Iteration 46Q: 3 clusters Score -2370783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -2370786.500000 Penalty: 3450.047363
	Iteration 47Q: 3 clusters Score -2370786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -2370787.500000 Penalty: 3450.047363
	Iteration 48Q: 3 clusters Score -2370788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -2370791.250000 Penalty: 3450.047363
	Iteration 49Q: 3 clusters Score -2370791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -2370791.750000 Penalty: 3450.047363
	Iteration 50Q: 3 clusters Score -2370792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -2370790.250000 Penalty: 3450.047363
	Iteration 51Q: 3 clusters Score -2370790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -2370794.000000 Penalty: 3450.047363
	Iteration 52Q: 3 clusters Score -2370794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -2370794.750000 Penalty: 3450.047363
	Iteration 53Q: 3 clusters Score -2370795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -2370796.750000 Penalty: 3450.047363
	Iteration 54Q: 3 clusters Score -2370797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -2370796.750000 Penalty: 3450.047363
	Iteration 55F: 3 clusters Score -2370797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Entering Unmasked Estep 
Score: -2028349.500000 Penalty: 1699.724121
	Iteration 0F: 2 clusters Score -2028350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2004800.750000 Penalty: 3399.448242
	Iteration 0F: 3 clusters Score -2004801 nChanged 16268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2014003.500000 Penalty: 3399.448242
	Iteration 1F: 3 clusters Score -2014004 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2014428.375000 Penalty: 3399.448242
	Iteration 2Q: 3 clusters Score -2014428 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2014821.125000 Penalty: 3399.448242
	Iteration 3Q: 3 clusters Score -2014821 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2015254.375000 Penalty: 3399.448242
	Iteration 4Q: 3 clusters Score -2015254 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2015784.125000 Penalty: 3399.448242
	Iteration 5Q: 3 clusters Score -2015784 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2016428.750000 Penalty: 3399.448242
	Iteration 6Q: 3 clusters Score -2016429 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2017255.500000 Penalty: 3399.448242
	Iteration 7Q: 3 clusters Score -2017256 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2018342.625000 Penalty: 3399.448242
	Iteration 8Q: 3 clusters Score -2018343 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2019541.625000 Penalty: 3399.448242
	Iteration 9F: 3 clusters Score -2019542 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2020580.625000 Penalty: 3399.448242
	Iteration 10Q: 3 clusters Score -2020581 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2021207.250000 Penalty: 3399.448242
	Iteration 11Q: 3 clusters Score -2021207 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2021591.250000 Penalty: 3399.448242
	Iteration 12Q: 3 clusters Score -2021591 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2021824.000000 Penalty: 3399.448242
	Iteration 13Q: 3 clusters Score -2021824 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2022052.375000 Penalty: 3399.448242
	Iteration 14Q: 3 clusters Score -2022052 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2022283.875000 Penalty: 3399.448242
	Iteration 15Q: 3 clusters Score -2022284 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2022548.875000 Penalty: 3399.448242
	Iteration 16Q: 3 clusters Score -2022549 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2022852.625000 Penalty: 3399.448242
	Iteration 17Q: 3 clusters Score -2022853 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2023170.000000 Penalty: 3399.448242
	Iteration 18Q: 3 clusters Score -2023170 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2023520.625000 Penalty: 3399.448242
	Iteration 19Q: 3 clusters Score -2023521 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2023925.750000 Penalty: 3399.448242
	Iteration 20F: 3 clusters Score -2023926 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2024332.375000 Penalty: 3399.448242
	Iteration 21Q: 3 clusters Score -2024332 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2024714.750000 Penalty: 3399.448242
	Iteration 22Q: 3 clusters Score -2024715 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2025044.375000 Penalty: 3399.448242
	Iteration 23Q: 3 clusters Score -2025044 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2025391.500000 Penalty: 3399.448242
	Iteration 24Q: 3 clusters Score -2025392 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2025762.125000 Penalty: 3399.448242
	Iteration 25Q: 3 clusters Score -2025762 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2026105.500000 Penalty: 3399.448242
	Iteration 26Q: 3 clusters Score -2026106 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2026372.000000 Penalty: 3399.448242
	Iteration 27Q: 3 clusters Score -2026372 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2026559.750000 Penalty: 3399.448242
	Iteration 28Q: 3 clusters Score -2026560 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2026709.250000 Penalty: 3399.448242
	Iteration 29Q: 3 clusters Score -2026709 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2026841.375000 Penalty: 3399.448242
	Iteration 30Q: 3 clusters Score -2026841 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2026900.000000 Penalty: 3399.448242
	Iteration 31Q: 3 clusters Score -2026900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2026945.500000 Penalty: 3399.448242
	Iteration 32Q: 3 clusters Score -2026946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2026976.125000 Penalty: 3399.448242
	Iteration 33Q: 3 clusters Score -2026976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2026996.000000 Penalty: 3399.448242
	Iteration 34Q: 3 clusters Score -2026996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2027014.625000 Penalty: 3399.448242
	Iteration 35Q: 3 clusters Score -2027015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2027030.875000 Penalty: 3399.448242
	Iteration 36Q: 3 clusters Score -2027031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2027042.625000 Penalty: 3399.448242
	Iteration 37Q: 3 clusters Score -2027043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2027051.125000 Penalty: 3399.448242
	Iteration 38Q: 3 clusters Score -2027051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2027057.250000 Penalty: 3399.448242
	Iteration 39Q: 3 clusters Score -2027057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2027062.375000 Penalty: 3399.448242
	Iteration 40F: 3 clusters Score -2027062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2027065.500000 Penalty: 3399.448242
	Iteration 41Q: 3 clusters Score -2027066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2027069.625000 Penalty: 3399.448242
	Iteration 42Q: 3 clusters Score -2027070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2027070.625000 Penalty: 3399.448242
	Iteration 43Q: 3 clusters Score -2027071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2027072.000000 Penalty: 3399.448242
	Iteration 44Q: 3 clusters Score -2027072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2027073.250000 Penalty: 3399.448242
	Iteration 45Q: 3 clusters Score -2027073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2027073.750000 Penalty: 3399.448242
	Iteration 46Q: 3 clusters Score -2027074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2027073.750000 Penalty: 3399.448242
	Iteration 47F: 3 clusters Score -2027074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (143601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143601 members 
Entering Unmasked Estep 
Score: -8427595.000000 Penalty: 1929.654053
	Iteration 0F: 2 clusters Score -8427595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -8331250.500000 Penalty: 3859.308105
	Iteration 0F: 3 clusters Score -8331250 nChanged 69116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -8372983.000000 Penalty: 3859.308105
	Iteration 1F: 3 clusters Score -8372983 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -8375433.500000 Penalty: 3859.308105
	Iteration 2Q: 3 clusters Score -8375434 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -8379917.500000 Penalty: 3859.308105
	Iteration 3F: 3 clusters Score -8379918 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 98726 members 
Entering Unmasked Estep 
Score: -8387656.500000 Penalty: 3859.308105
	Iteration 4F: 3 clusters Score -8387656 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 109231 members 
Entering Unmasked Estep 
Score: -8398088.000000 Penalty: 3859.308105
	Iteration 5F: 3 clusters Score -8398088 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -8408444.000000 Penalty: 3859.308105
	Iteration 6F: 3 clusters Score -8408444 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -8416153.000000 Penalty: 3859.308105
	Iteration 7F: 3 clusters Score -8416153 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 129632 members 
Entering Unmasked Estep 
Score: -8420298.000000 Penalty: 3859.308105
	Iteration 8Q: 3 clusters Score -8420298 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 131665 members 
Entering Unmasked Estep 
Score: -8422275.000000 Penalty: 3859.308105
	Iteration 9Q: 3 clusters Score -8422275 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 133106 members 
Entering Unmasked Estep 
Score: -8423290.000000 Penalty: 3859.308105
	Iteration 10Q: 3 clusters Score -8423290 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 134286 members 
Entering Unmasked Estep 
Score: -8423911.000000 Penalty: 3859.308105
	Iteration 11Q: 3 clusters Score -8423911 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 135302 members 
Entering Unmasked Estep 
Score: -8424392.000000 Penalty: 3859.308105
	Iteration 12Q: 3 clusters Score -8424392 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 136158 members 
Entering Unmasked Estep 
Score: -8424794.000000 Penalty: 3859.308105
	Iteration 13Q: 3 clusters Score -8424794 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 136879 members 
Entering Unmasked Estep 
Score: -8425135.000000 Penalty: 3859.308105
	Iteration 14Q: 3 clusters Score -8425135 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 137471 members 
Entering Unmasked Estep 
Score: -8425347.000000 Penalty: 3859.308105
	Iteration 15Q: 3 clusters Score -8425347 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 137996 members 
Entering Unmasked Estep 
Score: -8425555.000000 Penalty: 3859.308105
	Iteration 16Q: 3 clusters Score -8425555 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 138449 members 
Entering Unmasked Estep 
Score: -8425691.000000 Penalty: 3859.308105
	Iteration 17Q: 3 clusters Score -8425691 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 138826 members 
Entering Unmasked Estep 
Score: -8425795.000000 Penalty: 3859.308105
	Iteration 18Q: 3 clusters Score -8425795 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 139169 members 
Entering Unmasked Estep 
Score: -8425890.000000 Penalty: 3859.308105
	Iteration 19Q: 3 clusters Score -8425890 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 139486 members 
Entering Unmasked Estep 
Score: -8425988.000000 Penalty: 3859.308105
	Iteration 20F: 3 clusters Score -8425988 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 139747 members 
Entering Unmasked Estep 
Score: -8426044.000000 Penalty: 3859.308105
	Iteration 21Q: 3 clusters Score -8426044 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -8426101.000000 Penalty: 3859.308105
	Iteration 22Q: 3 clusters Score -8426101 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 140181 members 
Entering Unmasked Estep 
Score: -8426127.000000 Penalty: 3859.308105
	Iteration 23Q: 3 clusters Score -8426127 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 140350 members 
Entering Unmasked Estep 
Score: -8426182.000000 Penalty: 3859.308105
	Iteration 24Q: 3 clusters Score -8426182 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 140506 members 
Entering Unmasked Estep 
Score: -8426206.000000 Penalty: 3859.308105
	Iteration 25Q: 3 clusters Score -8426206 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 140639 members 
Entering Unmasked Estep 
Score: -8426242.000000 Penalty: 3859.308105
	Iteration 26Q: 3 clusters Score -8426242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 140742 members 
Entering Unmasked Estep 
Score: -8426262.000000 Penalty: 3859.308105
	Iteration 27Q: 3 clusters Score -8426262 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 140851 members 
Entering Unmasked Estep 
Score: -8426298.000000 Penalty: 3859.308105
	Iteration 28Q: 3 clusters Score -8426298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 140941 members 
Entering Unmasked Estep 
Score: -8426307.000000 Penalty: 3859.308105
	Iteration 29Q: 3 clusters Score -8426307 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 141028 members 
Entering Unmasked Estep 
Score: -8426311.000000 Penalty: 3859.308105
	Iteration 30Q: 3 clusters Score -8426311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 141097 members 
Entering Unmasked Estep 
Score: -8426335.000000 Penalty: 3859.308105
	Iteration 31Q: 3 clusters Score -8426335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 141162 members 
Entering Unmasked Estep 
Score: -8426352.000000 Penalty: 3859.308105
	Iteration 32Q: 3 clusters Score -8426352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 141218 members 
Entering Unmasked Estep 
Score: -8426376.000000 Penalty: 3859.308105
	Iteration 33Q: 3 clusters Score -8426376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 141263 members 
Entering Unmasked Estep 
Score: -8426383.000000 Penalty: 3859.308105
	Iteration 34Q: 3 clusters Score -8426383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 141308 members 
Entering Unmasked Estep 
Score: -8426406.000000 Penalty: 3859.308105
	Iteration 35Q: 3 clusters Score -8426406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 141351 members 
Entering Unmasked Estep 
Score: -8426419.000000 Penalty: 3859.308105
	Iteration 36Q: 3 clusters Score -8426419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 141391 members 
Entering Unmasked Estep 
Score: -8426427.000000 Penalty: 3859.308105
	Iteration 37Q: 3 clusters Score -8426427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -8426438.000000 Penalty: 3859.308105
	Iteration 38Q: 3 clusters Score -8426438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 141454 members 
Entering Unmasked Estep 
Score: -8426452.000000 Penalty: 3859.308105
	Iteration 39Q: 3 clusters Score -8426452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 141485 members 
Entering Unmasked Estep 
Score: -8426451.000000 Penalty: 3859.308105
	Iteration 40F: 3 clusters Score -8426451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 141511 members 
Entering Unmasked Estep 
Score: -8426462.000000 Penalty: 3859.308105
	Iteration 41Q: 3 clusters Score -8426462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 141538 members 
Entering Unmasked Estep 
Score: -8426463.000000 Penalty: 3859.308105
	Iteration 42Q: 3 clusters Score -8426463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 141562 members 
Entering Unmasked Estep 
Score: -8426470.000000 Penalty: 3859.308105
	Iteration 43Q: 3 clusters Score -8426470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 141583 members 
Entering Unmasked Estep 
Score: -8426459.000000 Penalty: 3859.308105
	Iteration 44Q: 3 clusters Score -8426459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 141599 members 
Entering Unmasked Estep 
Score: -8426460.000000 Penalty: 3859.308105
	Iteration 45Q: 3 clusters Score -8426460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 141614 members 
Entering Unmasked Estep 
Score: -8426469.000000 Penalty: 3859.308105
	Iteration 46Q: 3 clusters Score -8426469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 141626 members 
Entering Unmasked Estep 
Score: -8426455.000000 Penalty: 3859.308105
	Iteration 47Q: 3 clusters Score -8426455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 141643 members 
Entering Unmasked Estep 
Score: -8426460.000000 Penalty: 3859.308105
	Iteration 48Q: 3 clusters Score -8426460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 141655 members 
Entering Unmasked Estep 
Score: -8426471.000000 Penalty: 3859.308105
	Iteration 49Q: 3 clusters Score -8426471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 141662 members 
Entering Unmasked Estep 
Score: -8426463.000000 Penalty: 3859.308105
	Iteration 50Q: 3 clusters Score -8426463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 141668 members 
Entering Unmasked Estep 
Score: -8426464.000000 Penalty: 3859.308105
	Iteration 51Q: 3 clusters Score -8426464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 141680 members 
Entering Unmasked Estep 
Score: -8426481.000000 Penalty: 3859.308105
	Iteration 52Q: 3 clusters Score -8426481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 141685 members 
Entering Unmasked Estep 
Score: -8426475.000000 Penalty: 3859.308105
	Iteration 53Q: 3 clusters Score -8426475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 141692 members 
Entering Unmasked Estep 
Score: -8426473.000000 Penalty: 3859.308105
	Iteration 54Q: 3 clusters Score -8426473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 141701 members 
Entering Unmasked Estep 
Score: -8426476.000000 Penalty: 3859.308105
	Iteration 55Q: 3 clusters Score -8426476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 141712 members 
Entering Unmasked Estep 
Score: -8426473.000000 Penalty: 3859.308105
	Iteration 56Q: 3 clusters Score -8426473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 141721 members 
Entering Unmasked Estep 
Score: -8426482.000000 Penalty: 3859.308105
	Iteration 57Q: 3 clusters Score -8426482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 141733 members 
Entering Unmasked Estep 
Score: -8426479.000000 Penalty: 3859.308105
	Iteration 58Q: 3 clusters Score -8426479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 141739 members 
Entering Unmasked Estep 
Score: -8426478.000000 Penalty: 3859.308105
	Iteration 59Q: 3 clusters Score -8426478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 141744 members 
Entering Unmasked Estep 
Score: -8426486.000000 Penalty: 3859.308105
	Iteration 60F: 3 clusters Score -8426486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 141747 members 
Entering Unmasked Estep 
Score: -8426488.000000 Penalty: 3859.308105
	Iteration 61Q: 3 clusters Score -8426488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 141750 members 
Entering Unmasked Estep 
Score: -8426481.000000 Penalty: 3859.308105
	Iteration 62Q: 3 clusters Score -8426481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 141757 members 
Entering Unmasked Estep 
Score: -8426479.000000 Penalty: 3859.308105
	Iteration 63Q: 3 clusters Score -8426479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 141763 members 
Entering Unmasked Estep 
Score: -8426475.000000 Penalty: 3859.308105
	Iteration 64Q: 3 clusters Score -8426475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -8426477.000000 Penalty: 3859.308105
	Iteration 65Q: 3 clusters Score -8426477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 141775 members 
Entering Unmasked Estep 
Score: -8426479.000000 Penalty: 3859.308105
	Iteration 66Q: 3 clusters Score -8426479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 141778 members 
Entering Unmasked Estep 
Score: -8426477.000000 Penalty: 3859.308105
	Iteration 67Q: 3 clusters Score -8426477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 141785 members 
Entering Unmasked Estep 
Score: -8426490.000000 Penalty: 3859.308105
	Iteration 68Q: 3 clusters Score -8426490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 141794 members 
Entering Unmasked Estep 
Score: -8426490.000000 Penalty: 3859.308105
	Iteration 69Q: 3 clusters Score -8426490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -8426492.000000 Penalty: 3859.308105
	Iteration 70Q: 3 clusters Score -8426492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 141805 members 
Entering Unmasked Estep 
Score: -8426495.000000 Penalty: 3859.308105
	Iteration 71Q: 3 clusters Score -8426495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 141810 members 
Entering Unmasked Estep 
Score: -8426496.000000 Penalty: 3859.308105
	Iteration 72Q: 3 clusters Score -8426496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 141813 members 
Entering Unmasked Estep 
Score: -8426501.000000 Penalty: 3859.308105
	Iteration 73Q: 3 clusters Score -8426501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 141814 members 
Entering Unmasked Estep 
Score: -8426499.000000 Penalty: 3859.308105
	Iteration 74Q: 3 clusters Score -8426499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 141814 members 
Entering Unmasked Estep 
Score: -8426502.000000 Penalty: 3859.308105
	Iteration 75Q: 3 clusters Score -8426502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 141816 members 
Entering Unmasked Estep 
Score: -8426498.000000 Penalty: 3859.308105
	Iteration 76Q: 3 clusters Score -8426498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 141817 members 
Entering Unmasked Estep 
Score: -8426496.000000 Penalty: 3859.308105
	Iteration 77Q: 3 clusters Score -8426496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 141819 members 
Entering Unmasked Estep 
Score: -8426498.000000 Penalty: 3859.308105
	Iteration 78Q: 3 clusters Score -8426498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 141819 members 
Entering Unmasked Estep 
Score: -8426498.000000 Penalty: 3859.308105
	Iteration 79F: 3 clusters Score -8426498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -262048.781250 Penalty: 1363.123169
	Iteration 0F: 2 clusters Score -262048.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -258425.718750 Penalty: 2726.246338
	Iteration 0F: 3 clusters Score -258425.7 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -259346.890625 Penalty: 2726.246338
	Iteration 1F: 3 clusters Score -259346.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -259528.671875 Penalty: 2726.246338
	Iteration 2F: 3 clusters Score -259528.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -259658.640625 Penalty: 2726.246338
	Iteration 3F: 3 clusters Score -259658.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -259751.640625 Penalty: 2726.246338
	Iteration 4Q: 3 clusters Score -259751.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -259827.859375 Penalty: 2726.246338
	Iteration 5Q: 3 clusters Score -259827.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -259890.015625 Penalty: 2726.246338
	Iteration 6Q: 3 clusters Score -259890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -259955.703125 Penalty: 2726.246338
	Iteration 7Q: 3 clusters Score -259955.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -260040.000000 Penalty: 2726.246338
	Iteration 8Q: 3 clusters Score -260040 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -260127.625000 Penalty: 2726.246338
	Iteration 9Q: 3 clusters Score -260127.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -260219.968750 Penalty: 2726.246338
	Iteration 10Q: 3 clusters Score -260220 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -260319.375000 Penalty: 2726.246338
	Iteration 11Q: 3 clusters Score -260319.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -260419.421875 Penalty: 2726.246338
	Iteration 12Q: 3 clusters Score -260419.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -260524.140625 Penalty: 2726.246338
	Iteration 13Q: 3 clusters Score -260524.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -260611.125000 Penalty: 2726.246338
	Iteration 14Q: 3 clusters Score -260611.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -260681.781250 Penalty: 2726.246338
	Iteration 15Q: 3 clusters Score -260681.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -260727.875000 Penalty: 2726.246338
	Iteration 16Q: 3 clusters Score -260727.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -260773.890625 Penalty: 2726.246338
	Iteration 17Q: 3 clusters Score -260773.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -260808.796875 Penalty: 2726.246338
	Iteration 18Q: 3 clusters Score -260808.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -260831.234375 Penalty: 2726.246338
	Iteration 19Q: 3 clusters Score -260831.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -260856.843750 Penalty: 2726.246338
	Iteration 20F: 3 clusters Score -260856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -260878.343750 Penalty: 2726.246338
	Iteration 21Q: 3 clusters Score -260878.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -260896.781250 Penalty: 2726.246338
	Iteration 22Q: 3 clusters Score -260896.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -260911.171875 Penalty: 2726.246338
	Iteration 23Q: 3 clusters Score -260911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -260921.171875 Penalty: 2726.246338
	Iteration 24Q: 3 clusters Score -260921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -260925.093750 Penalty: 2726.246338
	Iteration 25Q: 3 clusters Score -260925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -260930.625000 Penalty: 2726.246338
	Iteration 26Q: 3 clusters Score -260930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -260935.828125 Penalty: 2726.246338
	Iteration 27Q: 3 clusters Score -260935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -260940.203125 Penalty: 2726.246338
	Iteration 28Q: 3 clusters Score -260940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -260942.609375 Penalty: 2726.246338
	Iteration 29Q: 3 clusters Score -260942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -260944.046875 Penalty: 2726.246338
	Iteration 30Q: 3 clusters Score -260944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -260944.937500 Penalty: 2726.246338
	Iteration 31Q: 3 clusters Score -260944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -260947.109375 Penalty: 2726.246338
	Iteration 32Q: 3 clusters Score -260947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -260947.109375 Penalty: 2726.246338
	Iteration 33F: 3 clusters Score -260947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Entering Unmasked Estep 
Score: -2947922.250000 Penalty: 1781.818726
	Iteration 0F: 2 clusters Score -2947922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -2909237.250000 Penalty: 3563.637451
	Iteration 0F: 3 clusters Score -2909237 nChanged 27262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -2925212.000000 Penalty: 3563.637451
	Iteration 1F: 3 clusters Score -2925212 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -2926544.000000 Penalty: 3563.637451
	Iteration 2F: 3 clusters Score -2926544 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -2928421.500000 Penalty: 3563.637451
	Iteration 3F: 3 clusters Score -2928422 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2930905.000000 Penalty: 3563.637451
	Iteration 4F: 3 clusters Score -2930905 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -2933674.500000 Penalty: 3563.637451
	Iteration 5F: 3 clusters Score -2933674 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -2936198.000000 Penalty: 3563.637451
	Iteration 6F: 3 clusters Score -2936198 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -2938213.500000 Penalty: 3563.637451
	Iteration 7F: 3 clusters Score -2938214 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2939527.500000 Penalty: 3563.637451
	Iteration 8Q: 3 clusters Score -2939528 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2940364.250000 Penalty: 3563.637451
	Iteration 9Q: 3 clusters Score -2940364 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -2940835.000000 Penalty: 3563.637451
	Iteration 10Q: 3 clusters Score -2940835 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -2941132.500000 Penalty: 3563.637451
	Iteration 11Q: 3 clusters Score -2941132 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2941368.500000 Penalty: 3563.637451
	Iteration 12Q: 3 clusters Score -2941368 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2941543.250000 Penalty: 3563.637451
	Iteration 13Q: 3 clusters Score -2941543 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2941710.750000 Penalty: 3563.637451
	Iteration 14Q: 3 clusters Score -2941711 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2941826.250000 Penalty: 3563.637451
	Iteration 15Q: 3 clusters Score -2941826 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -2941954.500000 Penalty: 3563.637451
	Iteration 16Q: 3 clusters Score -2941954 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2942020.000000 Penalty: 3563.637451
	Iteration 17Q: 3 clusters Score -2942020 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2942104.750000 Penalty: 3563.637451
	Iteration 18Q: 3 clusters Score -2942105 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -2942152.750000 Penalty: 3563.637451
	Iteration 19Q: 3 clusters Score -2942153 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -2942202.500000 Penalty: 3563.637451
	Iteration 20F: 3 clusters Score -2942202 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -2942234.750000 Penalty: 3563.637451
	Iteration 21Q: 3 clusters Score -2942235 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2942265.000000 Penalty: 3563.637451
	Iteration 22Q: 3 clusters Score -2942265 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2942313.500000 Penalty: 3563.637451
	Iteration 23Q: 3 clusters Score -2942314 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2942339.250000 Penalty: 3563.637451
	Iteration 24Q: 3 clusters Score -2942339 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -2942373.500000 Penalty: 3563.637451
	Iteration 25Q: 3 clusters Score -2942374 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2942384.750000 Penalty: 3563.637451
	Iteration 26Q: 3 clusters Score -2942385 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -2942396.750000 Penalty: 3563.637451
	Iteration 27Q: 3 clusters Score -2942397 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -2942404.500000 Penalty: 3563.637451
	Iteration 28Q: 3 clusters Score -2942404 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -2942406.250000 Penalty: 3563.637451
	Iteration 29Q: 3 clusters Score -2942406 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2942411.750000 Penalty: 3563.637451
	Iteration 30Q: 3 clusters Score -2942412 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -2942424.250000 Penalty: 3563.637451
	Iteration 31Q: 3 clusters Score -2942424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -2942437.500000 Penalty: 3563.637451
	Iteration 32Q: 3 clusters Score -2942438 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -2942452.500000 Penalty: 3563.637451
	Iteration 33Q: 3 clusters Score -2942452 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -2942454.750000 Penalty: 3563.637451
	Iteration 34Q: 3 clusters Score -2942455 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -2942467.250000 Penalty: 3563.637451
	Iteration 35Q: 3 clusters Score -2942467 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -2942481.500000 Penalty: 3563.637451
	Iteration 36Q: 3 clusters Score -2942482 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -2942491.000000 Penalty: 3563.637451
	Iteration 37Q: 3 clusters Score -2942491 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -2942510.250000 Penalty: 3563.637451
	Iteration 38Q: 3 clusters Score -2942510 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -2942524.750000 Penalty: 3563.637451
	Iteration 39Q: 3 clusters Score -2942525 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -2942541.750000 Penalty: 3563.637451
	Iteration 40F: 3 clusters Score -2942542 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -2942560.750000 Penalty: 3563.637451
	Iteration 41Q: 3 clusters Score -2942561 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -2942576.750000 Penalty: 3563.637451
	Iteration 42Q: 3 clusters Score -2942577 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -2942586.500000 Penalty: 3563.637451
	Iteration 43Q: 3 clusters Score -2942586 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -2942595.500000 Penalty: 3563.637451
	Iteration 44Q: 3 clusters Score -2942596 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -2942621.750000 Penalty: 3563.637451
	Iteration 45Q: 3 clusters Score -2942622 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -2942625.000000 Penalty: 3563.637451
	Iteration 46Q: 3 clusters Score -2942625 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -2942640.250000 Penalty: 3563.637451
	Iteration 47Q: 3 clusters Score -2942640 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -2942654.750000 Penalty: 3563.637451
	Iteration 48Q: 3 clusters Score -2942655 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -2942677.000000 Penalty: 3563.637451
	Iteration 49Q: 3 clusters Score -2942677 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -2942680.000000 Penalty: 3563.637451
	Iteration 50Q: 3 clusters Score -2942680 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -2942694.500000 Penalty: 3563.637451
	Iteration 51Q: 3 clusters Score -2942694 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -2942700.000000 Penalty: 3563.637451
	Iteration 52Q: 3 clusters Score -2942700 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -2942711.000000 Penalty: 3563.637451
	Iteration 53Q: 3 clusters Score -2942711 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -2942729.750000 Penalty: 3563.637451
	Iteration 54Q: 3 clusters Score -2942730 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -2942744.500000 Penalty: 3563.637451
	Iteration 55Q: 3 clusters Score -2942744 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -2942751.500000 Penalty: 3563.637451
	Iteration 56Q: 3 clusters Score -2942752 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -2942766.000000 Penalty: 3563.637451
	Iteration 57Q: 3 clusters Score -2942766 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -2942777.750000 Penalty: 3563.637451
	Iteration 58Q: 3 clusters Score -2942778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -2942797.250000 Penalty: 3563.637451
	Iteration 59Q: 3 clusters Score -2942797 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -2942794.250000 Penalty: 3563.637451
	Iteration 60F: 3 clusters Score -2942794 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -2942810.500000 Penalty: 3563.637451
	Iteration 61Q: 3 clusters Score -2942810 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -2942829.500000 Penalty: 3563.637451
	Iteration 62Q: 3 clusters Score -2942830 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -2942834.250000 Penalty: 3563.637451
	Iteration 63Q: 3 clusters Score -2942834 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -2942848.250000 Penalty: 3563.637451
	Iteration 64Q: 3 clusters Score -2942848 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -2942855.750000 Penalty: 3563.637451
	Iteration 65Q: 3 clusters Score -2942856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -2942871.500000 Penalty: 3563.637451
	Iteration 66Q: 3 clusters Score -2942872 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -2942884.000000 Penalty: 3563.637451
	Iteration 67Q: 3 clusters Score -2942884 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -2942903.750000 Penalty: 3563.637451
	Iteration 68Q: 3 clusters Score -2942904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -2942911.000000 Penalty: 3563.637451
	Iteration 69Q: 3 clusters Score -2942911 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -2942911.000000 Penalty: 3563.637451
	Iteration 70Q: 3 clusters Score -2942911 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -2942923.750000 Penalty: 3563.637451
	Iteration 71Q: 3 clusters Score -2942924 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -2942914.750000 Penalty: 3563.637451
	Iteration 72Q: 3 clusters Score -2942915 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -2942917.250000 Penalty: 3563.637451
	Iteration 73Q: 3 clusters Score -2942917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -2942931.500000 Penalty: 3563.637451
	Iteration 74Q: 3 clusters Score -2942932 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -2942925.750000 Penalty: 3563.637451
	Iteration 75Q: 3 clusters Score -2942926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -2942933.500000 Penalty: 3563.637451
	Iteration 76Q: 3 clusters Score -2942934 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -2942935.000000 Penalty: 3563.637451
	Iteration 77Q: 3 clusters Score -2942935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -2942941.250000 Penalty: 3563.637451
	Iteration 78Q: 3 clusters Score -2942941 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -2942964.250000 Penalty: 3563.637451
	Iteration 79Q: 3 clusters Score -2942964 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -2942977.500000 Penalty: 3563.637451
	Iteration 80F: 3 clusters Score -2942978 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -2942989.750000 Penalty: 3563.637451
	Iteration 81Q: 3 clusters Score -2942990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -2942998.000000 Penalty: 3563.637451
	Iteration 82Q: 3 clusters Score -2942998 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -2943027.000000 Penalty: 3563.637451
	Iteration 83Q: 3 clusters Score -2943027 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -2943022.750000 Penalty: 3563.637451
	Iteration 84Q: 3 clusters Score -2943023 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -2943038.750000 Penalty: 3563.637451
	Iteration 85Q: 3 clusters Score -2943039 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -2943048.000000 Penalty: 3563.637451
	Iteration 86Q: 3 clusters Score -2943048 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -2943059.250000 Penalty: 3563.637451
	Iteration 87Q: 3 clusters Score -2943059 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -2943065.250000 Penalty: 3563.637451
	Iteration 88Q: 3 clusters Score -2943065 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -2943077.500000 Penalty: 3563.637451
	Iteration 89Q: 3 clusters Score -2943078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -2943084.000000 Penalty: 3563.637451
	Iteration 90Q: 3 clusters Score -2943084 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -2943094.750000 Penalty: 3563.637451
	Iteration 91Q: 3 clusters Score -2943095 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -2943094.000000 Penalty: 3563.637451
	Iteration 92Q: 3 clusters Score -2943094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -2943095.750000 Penalty: 3563.637451
	Iteration 93Q: 3 clusters Score -2943096 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -2943102.750000 Penalty: 3563.637451
	Iteration 94Q: 3 clusters Score -2943103 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -2943114.000000 Penalty: 3563.637451
	Iteration 95Q: 3 clusters Score -2943114 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -2943121.000000 Penalty: 3563.637451
	Iteration 96Q: 3 clusters Score -2943121 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -2943150.500000 Penalty: 3563.637451
	Iteration 97Q: 3 clusters Score -2943150 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -2943150.750000 Penalty: 3563.637451
	Iteration 98Q: 3 clusters Score -2943151 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -2943164.250000 Penalty: 3563.637451
	Iteration 99Q: 3 clusters Score -2943164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -2943177.750000 Penalty: 3563.637451
	Iteration 100F: 3 clusters Score -2943178 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -2943177.500000 Penalty: 3563.637451
	Iteration 101Q: 3 clusters Score -2943178 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -2943191.250000 Penalty: 3563.637451
	Iteration 102Q: 3 clusters Score -2943191 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -2943193.500000 Penalty: 3563.637451
	Iteration 103Q: 3 clusters Score -2943194 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -2943221.750000 Penalty: 3563.637451
	Iteration 104Q: 3 clusters Score -2943222 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -2943249.250000 Penalty: 3563.637451
	Iteration 105Q: 3 clusters Score -2943249 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -2943263.000000 Penalty: 3563.637451
	Iteration 106Q: 3 clusters Score -2943263 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -2943297.000000 Penalty: 3563.637451
	Iteration 107Q: 3 clusters Score -2943297 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -2943325.500000 Penalty: 3563.637451
	Iteration 108Q: 3 clusters Score -2943326 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -2943340.500000 Penalty: 3563.637451
	Iteration 109Q: 3 clusters Score -2943340 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -2943351.000000 Penalty: 3563.637451
	Iteration 110Q: 3 clusters Score -2943351 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -2943365.250000 Penalty: 3563.637451
	Iteration 111Q: 3 clusters Score -2943365 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -2943371.250000 Penalty: 3563.637451
	Iteration 112Q: 3 clusters Score -2943371 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -2943416.000000 Penalty: 3563.637451
	Iteration 113Q: 3 clusters Score -2943416 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -2943443.500000 Penalty: 3563.637451
	Iteration 114Q: 3 clusters Score -2943444 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -2943461.500000 Penalty: 3563.637451
	Iteration 115Q: 3 clusters Score -2943462 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -2943464.250000 Penalty: 3563.637451
	Iteration 116Q: 3 clusters Score -2943464 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -2943471.750000 Penalty: 3563.637451
	Iteration 117Q: 3 clusters Score -2943472 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -2943498.250000 Penalty: 3563.637451
	Iteration 118Q: 3 clusters Score -2943498 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -2943517.000000 Penalty: 3563.637451
	Iteration 119Q: 3 clusters Score -2943517 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -2943539.500000 Penalty: 3563.637451
	Iteration 120F: 3 clusters Score -2943540 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -2943557.000000 Penalty: 3563.637451
	Iteration 121Q: 3 clusters Score -2943557 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -2943582.500000 Penalty: 3563.637451
	Iteration 122Q: 3 clusters Score -2943582 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -2943603.750000 Penalty: 3563.637451
	Iteration 123Q: 3 clusters Score -2943604 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -2943638.750000 Penalty: 3563.637451
	Iteration 124Q: 3 clusters Score -2943639 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -2943665.250000 Penalty: 3563.637451
	Iteration 125Q: 3 clusters Score -2943665 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -2943673.750000 Penalty: 3563.637451
	Iteration 126Q: 3 clusters Score -2943674 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -2943693.250000 Penalty: 3563.637451
	Iteration 127Q: 3 clusters Score -2943693 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -2943714.750000 Penalty: 3563.637451
	Iteration 128Q: 3 clusters Score -2943715 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -2943726.250000 Penalty: 3563.637451
	Iteration 129Q: 3 clusters Score -2943726 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -2943738.500000 Penalty: 3563.637451
	Iteration 130Q: 3 clusters Score -2943738 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -2943771.250000 Penalty: 3563.637451
	Iteration 131Q: 3 clusters Score -2943771 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -2943786.500000 Penalty: 3563.637451
	Iteration 132Q: 3 clusters Score -2943786 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2943796 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2943830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2943840 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2943870 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2943882 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2943922 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2943958 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -2944002.000000 Penalty: 3563.637451
	Iteration 140F: 3 clusters Score -2944002 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2944035 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2944078 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2944127 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2944170 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2944218 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2944271 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2944345 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2944414 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2944474 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -2944528.500000 Penalty: 3563.637451
	Iteration 150Q: 3 clusters Score -2944528 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -2944588.000000 Penalty: 3563.637451
	Iteration 151Q: 3 clusters Score -2944588 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2944645 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -2944731.500000 Penalty: 3563.637451
	Iteration 153Q: 3 clusters Score -2944732 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -2944816.500000 Penalty: 3563.637451
	Iteration 154Q: 3 clusters Score -2944816 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -2944885.500000 Penalty: 3563.637451
	Iteration 155Q: 3 clusters Score -2944886 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -2944950.000000 Penalty: 3563.637451
	Iteration 156Q: 3 clusters Score -2944950 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2945026 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2945089 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2945179 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -2945234.750000 Penalty: 3563.637451
	Iteration 160F: 3 clusters Score -2945235 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2945326 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2945386 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2945468 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -2945530.500000 Penalty: 3563.637451
	Iteration 164Q: 3 clusters Score -2945530 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -2945625.000000 Penalty: 3563.637451
	Iteration 165Q: 3 clusters Score -2945625 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2945680 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2945727 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2945792 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2945846 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2945897 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -2945961.500000 Penalty: 3563.637451
	Iteration 171Q: 3 clusters Score -2945962 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2946030 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2946079 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -2946125.750000 Penalty: 3563.637451
	Iteration 174Q: 3 clusters Score -2946126 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -2946148.750000 Penalty: 3563.637451
	Iteration 175Q: 3 clusters Score -2946149 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -2946184.500000 Penalty: 3563.637451
	Iteration 176Q: 3 clusters Score -2946184 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -2946217.500000 Penalty: 3563.637451
	Iteration 177Q: 3 clusters Score -2946218 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -2946246.750000 Penalty: 3563.637451
	Iteration 178Q: 3 clusters Score -2946247 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -2946278.500000 Penalty: 3563.637451
	Iteration 179Q: 3 clusters Score -2946278 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -2946298.250000 Penalty: 3563.637451
	Iteration 180F: 3 clusters Score -2946298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -2946324.750000 Penalty: 3563.637451
	Iteration 181Q: 3 clusters Score -2946325 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -2946354.750000 Penalty: 3563.637451
	Iteration 182Q: 3 clusters Score -2946355 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -2946389.250000 Penalty: 3563.637451
	Iteration 183Q: 3 clusters Score -2946389 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -2946429.750000 Penalty: 3563.637451
	Iteration 184Q: 3 clusters Score -2946430 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -2946475.000000 Penalty: 3563.637451
	Iteration 185Q: 3 clusters Score -2946475 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -2946514.000000 Penalty: 3563.637451
	Iteration 186Q: 3 clusters Score -2946514 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -2946542.000000 Penalty: 3563.637451
	Iteration 187Q: 3 clusters Score -2946542 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -2946574.000000 Penalty: 3563.637451
	Iteration 188Q: 3 clusters Score -2946574 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -2946606.000000 Penalty: 3563.637451
	Iteration 189Q: 3 clusters Score -2946606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -2946626.250000 Penalty: 3563.637451
	Iteration 190Q: 3 clusters Score -2946626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -2946645.000000 Penalty: 3563.637451
	Iteration 191Q: 3 clusters Score -2946645 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -2946675.500000 Penalty: 3563.637451
	Iteration 192Q: 3 clusters Score -2946676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -2946701.750000 Penalty: 3563.637451
	Iteration 193Q: 3 clusters Score -2946702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -2946729.500000 Penalty: 3563.637451
	Iteration 194Q: 3 clusters Score -2946730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -2946743.750000 Penalty: 3563.637451
	Iteration 195Q: 3 clusters Score -2946744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -2946769.500000 Penalty: 3563.637451
	Iteration 196Q: 3 clusters Score -2946770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -2946795.250000 Penalty: 3563.637451
	Iteration 197Q: 3 clusters Score -2946795 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -2946835.000000 Penalty: 3563.637451
	Iteration 198Q: 3 clusters Score -2946835 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -2946857.000000 Penalty: 3563.637451
	Iteration 199Q: 3 clusters Score -2946857 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -2946898.250000 Penalty: 3563.637451
	Iteration 200F: 3 clusters Score -2946898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -2946929.250000 Penalty: 3563.637451
	Iteration 201Q: 3 clusters Score -2946929 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -2946961.750000 Penalty: 3563.637451
	Iteration 202Q: 3 clusters Score -2946962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -2946983.000000 Penalty: 3563.637451
	Iteration 203Q: 3 clusters Score -2946983 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -2947012.000000 Penalty: 3563.637451
	Iteration 204Q: 3 clusters Score -2947012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -2947030.250000 Penalty: 3563.637451
	Iteration 205Q: 3 clusters Score -2947030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -2947058.500000 Penalty: 3563.637451
	Iteration 206Q: 3 clusters Score -2947058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -2947081.500000 Penalty: 3563.637451
	Iteration 207Q: 3 clusters Score -2947082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -2947114.250000 Penalty: 3563.637451
	Iteration 208Q: 3 clusters Score -2947114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -2947149.750000 Penalty: 3563.637451
	Iteration 209Q: 3 clusters Score -2947150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -2947167.500000 Penalty: 3563.637451
	Iteration 210Q: 3 clusters Score -2947168 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -2947194.250000 Penalty: 3563.637451
	Iteration 211Q: 3 clusters Score -2947194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -2947220.000000 Penalty: 3563.637451
	Iteration 212Q: 3 clusters Score -2947220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -2947232.750000 Penalty: 3563.637451
	Iteration 213Q: 3 clusters Score -2947233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -2947245.750000 Penalty: 3563.637451
	Iteration 214Q: 3 clusters Score -2947246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -2947257.500000 Penalty: 3563.637451
	Iteration 215Q: 3 clusters Score -2947258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -2947267.250000 Penalty: 3563.637451
	Iteration 216Q: 3 clusters Score -2947267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -2947265.250000 Penalty: 3563.637451
	Iteration 217Q: 3 clusters Score -2947265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -2947264.750000 Penalty: 3563.637451
	Iteration 218Q: 3 clusters Score -2947265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -2947265.000000 Penalty: 3563.637451
	Iteration 219Q: 3 clusters Score -2947265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -2947265.500000 Penalty: 3563.637451
	Iteration 220F: 3 clusters Score -2947266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -2947268.500000 Penalty: 3563.637451
	Iteration 221Q: 3 clusters Score -2947268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -2947268.750000 Penalty: 3563.637451
	Iteration 222Q: 3 clusters Score -2947269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -2947266.000000 Penalty: 3563.637451
	Iteration 223Q: 3 clusters Score -2947266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -2947266.000000 Penalty: 3563.637451
	Iteration 224F: 3 clusters Score -2947266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Entering Unmasked Estep 
Score: -750668.812500 Penalty: 1542.593750
	Iteration 0F: 2 clusters Score -750668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -741408.125000 Penalty: 3085.187500
	Iteration 0F: 3 clusters Score -741408.1 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -744686.937500 Penalty: 3085.187500
	Iteration 1F: 3 clusters Score -744686.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -745026.062500 Penalty: 3085.187500
	Iteration 2F: 3 clusters Score -745026.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -745334.812500 Penalty: 3085.187500
	Iteration 3F: 3 clusters Score -745334.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -745653.125000 Penalty: 3085.187500
	Iteration 4Q: 3 clusters Score -745653.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -746017.437500 Penalty: 3085.187500
	Iteration 5F: 3 clusters Score -746017.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -746381.625000 Penalty: 3085.187500
	Iteration 6Q: 3 clusters Score -746381.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -746821.812500 Penalty: 3085.187500
	Iteration 7F: 3 clusters Score -746821.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -747310.562500 Penalty: 3085.187500
	Iteration 8F: 3 clusters Score -747310.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -747767.312500 Penalty: 3085.187500
	Iteration 9Q: 3 clusters Score -747767.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -748193.625000 Penalty: 3085.187500
	Iteration 10Q: 3 clusters Score -748193.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -748529.500000 Penalty: 3085.187500
	Iteration 11Q: 3 clusters Score -748529.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -748807.812500 Penalty: 3085.187500
	Iteration 12Q: 3 clusters Score -748807.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -749050.875000 Penalty: 3085.187500
	Iteration 13Q: 3 clusters Score -749050.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -749270.562500 Penalty: 3085.187500
	Iteration 14Q: 3 clusters Score -749270.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -749467.125000 Penalty: 3085.187500
	Iteration 15Q: 3 clusters Score -749467.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -749629.312500 Penalty: 3085.187500
	Iteration 16Q: 3 clusters Score -749629.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -749770.687500 Penalty: 3085.187500
	Iteration 17Q: 3 clusters Score -749770.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -749893.250000 Penalty: 3085.187500
	Iteration 18Q: 3 clusters Score -749893.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -749983.875000 Penalty: 3085.187500
	Iteration 19Q: 3 clusters Score -749983.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -750049.562500 Penalty: 3085.187500
	Iteration 20F: 3 clusters Score -750049.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -750091.875000 Penalty: 3085.187500
	Iteration 21Q: 3 clusters Score -750091.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -750120.687500 Penalty: 3085.187500
	Iteration 22Q: 3 clusters Score -750120.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -750164.250000 Penalty: 3085.187500
	Iteration 23Q: 3 clusters Score -750164.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -750243.500000 Penalty: 3085.187500
	Iteration 24Q: 3 clusters Score -750243.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -750290.062500 Penalty: 3085.187500
	Iteration 25Q: 3 clusters Score -750290.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -750318.625000 Penalty: 3085.187500
	Iteration 26Q: 3 clusters Score -750318.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -750341.437500 Penalty: 3085.187500
	Iteration 27Q: 3 clusters Score -750341.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -750353.812500 Penalty: 3085.187500
	Iteration 28Q: 3 clusters Score -750353.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -750365.500000 Penalty: 3085.187500
	Iteration 29Q: 3 clusters Score -750365.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -750375.937500 Penalty: 3085.187500
	Iteration 30Q: 3 clusters Score -750375.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -750384.687500 Penalty: 3085.187500
	Iteration 31Q: 3 clusters Score -750384.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -750395.125000 Penalty: 3085.187500
	Iteration 32Q: 3 clusters Score -750395.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -750396.062500 Penalty: 3085.187500
	Iteration 33Q: 3 clusters Score -750396.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -750397.875000 Penalty: 3085.187500
	Iteration 34Q: 3 clusters Score -750397.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -750401.750000 Penalty: 3085.187500
	Iteration 35Q: 3 clusters Score -750401.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -750404.812500 Penalty: 3085.187500
	Iteration 36Q: 3 clusters Score -750404.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -750404.625000 Penalty: 3085.187500
	Iteration 37Q: 3 clusters Score -750404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -750406.062500 Penalty: 3085.187500
	Iteration 38Q: 3 clusters Score -750406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -750407.250000 Penalty: 3085.187500
	Iteration 39Q: 3 clusters Score -750407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -750407.687500 Penalty: 3085.187500
	Iteration 40F: 3 clusters Score -750407.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Entering Unmasked Estep 
Score: -488238.343750 Penalty: 1479.811768
	Iteration 0F: 2 clusters Score -488238.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -481652.062500 Penalty: 2959.623535
	Iteration 0F: 3 clusters Score -481652.1 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -483898.781250 Penalty: 2959.623535
	Iteration 1F: 3 clusters Score -483898.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -484364.468750 Penalty: 2959.623535
	Iteration 2F: 3 clusters Score -484364.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -484946.781250 Penalty: 2959.623535
	Iteration 3F: 3 clusters Score -484946.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -485535.937500 Penalty: 2959.623535
	Iteration 4F: 3 clusters Score -485535.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -486144.062500 Penalty: 2959.623535
	Iteration 5F: 3 clusters Score -486144.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -486749.031250 Penalty: 2959.623535
	Iteration 6F: 3 clusters Score -486749 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -487204.281250 Penalty: 2959.623535
	Iteration 7F: 3 clusters Score -487204.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -487508.000000 Penalty: 2959.623535
	Iteration 8F: 3 clusters Score -487508 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -487712.156250 Penalty: 2959.623535
	Iteration 9Q: 3 clusters Score -487712.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -487846.250000 Penalty: 2959.623535
	Iteration 10Q: 3 clusters Score -487846.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -487907.468750 Penalty: 2959.623535
	Iteration 11Q: 3 clusters Score -487907.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -487944.718750 Penalty: 2959.623535
	Iteration 12Q: 3 clusters Score -487944.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -487969.875000 Penalty: 2959.623535
	Iteration 13Q: 3 clusters Score -487969.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -487985.875000 Penalty: 2959.623535
	Iteration 14Q: 3 clusters Score -487985.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -487992.687500 Penalty: 2959.623535
	Iteration 15Q: 3 clusters Score -487992.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -487997.968750 Penalty: 2959.623535
	Iteration 16Q: 3 clusters Score -487998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -488004.187500 Penalty: 2959.623535
	Iteration 17Q: 3 clusters Score -488004.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -488013.125000 Penalty: 2959.623535
	Iteration 18Q: 3 clusters Score -488013.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -488017.656250 Penalty: 2959.623535
	Iteration 19Q: 3 clusters Score -488017.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -488021.562500 Penalty: 2959.623535
	Iteration 20F: 3 clusters Score -488021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -488024.000000 Penalty: 2959.623535
	Iteration 21Q: 3 clusters Score -488024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -488026.500000 Penalty: 2959.623535
	Iteration 22Q: 3 clusters Score -488026.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -488029.406250 Penalty: 2959.623535
	Iteration 23Q: 3 clusters Score -488029.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -488033.843750 Penalty: 2959.623535
	Iteration 24Q: 3 clusters Score -488033.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -488035.625000 Penalty: 2959.623535
	Iteration 25Q: 3 clusters Score -488035.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -488036.906250 Penalty: 2959.623535
	Iteration 26Q: 3 clusters Score -488036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -488039.218750 Penalty: 2959.623535
	Iteration 27Q: 3 clusters Score -488039.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -488039.468750 Penalty: 2959.623535
	Iteration 28Q: 3 clusters Score -488039.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -488040.062500 Penalty: 2959.623535
	Iteration 29Q: 3 clusters Score -488040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -488039.937500 Penalty: 2959.623535
	Iteration 30Q: 3 clusters Score -488039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -488039.937500 Penalty: 2959.623535
	Iteration 31Q: 3 clusters Score -488039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -488041.156250 Penalty: 2959.623535
	Iteration 32Q: 3 clusters Score -488041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -488041.531250 Penalty: 2959.623535
	Iteration 33Q: 3 clusters Score -488041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -488041.718750 Penalty: 2959.623535
	Iteration 34Q: 3 clusters Score -488041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -488041.843750 Penalty: 2959.623535
	Iteration 35Q: 3 clusters Score -488041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -488041.843750 Penalty: 2959.623535
	Iteration 36F: 3 clusters Score -488041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Entering Unmasked Estep 
Score: -687669.437500 Penalty: 1523.328369
	Iteration 0F: 2 clusters Score -687669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -679425.937500 Penalty: 3046.656738
	Iteration 0F: 3 clusters Score -679425.9 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -682273.625000 Penalty: 3046.656738
	Iteration 1F: 3 clusters Score -682273.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -682579.875000 Penalty: 3046.656738
	Iteration 2F: 3 clusters Score -682579.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -682847.812500 Penalty: 3046.656738
	Iteration 3F: 3 clusters Score -682847.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -683092.437500 Penalty: 3046.656738
	Iteration 4Q: 3 clusters Score -683092.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -683295.000000 Penalty: 3046.656738
	Iteration 5Q: 3 clusters Score -683295 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -683504.125000 Penalty: 3046.656738
	Iteration 6Q: 3 clusters Score -683504.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -683722.437500 Penalty: 3046.656738
	Iteration 7Q: 3 clusters Score -683722.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -683927.375000 Penalty: 3046.656738
	Iteration 8Q: 3 clusters Score -683927.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -684123.312500 Penalty: 3046.656738
	Iteration 9Q: 3 clusters Score -684123.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -684271.062500 Penalty: 3046.656738
	Iteration 10Q: 3 clusters Score -684271.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -684397.250000 Penalty: 3046.656738
	Iteration 11Q: 3 clusters Score -684397.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -684514.312500 Penalty: 3046.656738
	Iteration 12Q: 3 clusters Score -684514.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -684647.812500 Penalty: 3046.656738
	Iteration 13Q: 3 clusters Score -684647.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -684774.312500 Penalty: 3046.656738
	Iteration 14Q: 3 clusters Score -684774.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -684887.812500 Penalty: 3046.656738
	Iteration 15Q: 3 clusters Score -684887.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -684967.937500 Penalty: 3046.656738
	Iteration 16Q: 3 clusters Score -684967.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -685019.812500 Penalty: 3046.656738
	Iteration 17Q: 3 clusters Score -685019.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -685053.250000 Penalty: 3046.656738
	Iteration 18Q: 3 clusters Score -685053.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -685084.375000 Penalty: 3046.656738
	Iteration 19Q: 3 clusters Score -685084.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -685110.250000 Penalty: 3046.656738
	Iteration 20F: 3 clusters Score -685110.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -685135.500000 Penalty: 3046.656738
	Iteration 21Q: 3 clusters Score -685135.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -685150.187500 Penalty: 3046.656738
	Iteration 22Q: 3 clusters Score -685150.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -685164.500000 Penalty: 3046.656738
	Iteration 23Q: 3 clusters Score -685164.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -685175.500000 Penalty: 3046.656738
	Iteration 24Q: 3 clusters Score -685175.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -685186.062500 Penalty: 3046.656738
	Iteration 25Q: 3 clusters Score -685186.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -685195.875000 Penalty: 3046.656738
	Iteration 26Q: 3 clusters Score -685195.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -685209.375000 Penalty: 3046.656738
	Iteration 27Q: 3 clusters Score -685209.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -685226.750000 Penalty: 3046.656738
	Iteration 28Q: 3 clusters Score -685226.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -685242.437500 Penalty: 3046.656738
	Iteration 29Q: 3 clusters Score -685242.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -685255.875000 Penalty: 3046.656738
	Iteration 30Q: 3 clusters Score -685255.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -685268.812500 Penalty: 3046.656738
	Iteration 31Q: 3 clusters Score -685268.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -685274.250000 Penalty: 3046.656738
	Iteration 32Q: 3 clusters Score -685274.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -685281.125000 Penalty: 3046.656738
	Iteration 33Q: 3 clusters Score -685281.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -685284.500000 Penalty: 3046.656738
	Iteration 34Q: 3 clusters Score -685284.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -685288.062500 Penalty: 3046.656738
	Iteration 35Q: 3 clusters Score -685288.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -685290.500000 Penalty: 3046.656738
	Iteration 36Q: 3 clusters Score -685290.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -685292.812500 Penalty: 3046.656738
	Iteration 37Q: 3 clusters Score -685292.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -685295.875000 Penalty: 3046.656738
	Iteration 38Q: 3 clusters Score -685295.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -685302.437500 Penalty: 3046.656738
	Iteration 39Q: 3 clusters Score -685302.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -685315.250000 Penalty: 3046.656738
	Iteration 40F: 3 clusters Score -685315.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -685322.937500 Penalty: 3046.656738
	Iteration 41Q: 3 clusters Score -685322.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -685334.625000 Penalty: 3046.656738
	Iteration 42Q: 3 clusters Score -685334.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -685348.375000 Penalty: 3046.656738
	Iteration 43Q: 3 clusters Score -685348.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -685356.937500 Penalty: 3046.656738
	Iteration 44Q: 3 clusters Score -685356.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -685365.562500 Penalty: 3046.656738
	Iteration 45Q: 3 clusters Score -685365.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -685374.000000 Penalty: 3046.656738
	Iteration 46Q: 3 clusters Score -685374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -685384.500000 Penalty: 3046.656738
	Iteration 47Q: 3 clusters Score -685384.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -685396.312500 Penalty: 3046.656738
	Iteration 48Q: 3 clusters Score -685396.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -685407.125000 Penalty: 3046.656738
	Iteration 49Q: 3 clusters Score -685407.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -685417.500000 Penalty: 3046.656738
	Iteration 50Q: 3 clusters Score -685417.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -685429.312500 Penalty: 3046.656738
	Iteration 51Q: 3 clusters Score -685429.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -685440.125000 Penalty: 3046.656738
	Iteration 52Q: 3 clusters Score -685440.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -685455.437500 Penalty: 3046.656738
	Iteration 53Q: 3 clusters Score -685455.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -685470.500000 Penalty: 3046.656738
	Iteration 54Q: 3 clusters Score -685470.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -685492.250000 Penalty: 3046.656738
	Iteration 55Q: 3 clusters Score -685492.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -685524.125000 Penalty: 3046.656738
	Iteration 56Q: 3 clusters Score -685524.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -685564.687500 Penalty: 3046.656738
	Iteration 57Q: 3 clusters Score -685564.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -685608.625000 Penalty: 3046.656738
	Iteration 58Q: 3 clusters Score -685608.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -685654.687500 Penalty: 3046.656738
	Iteration 59Q: 3 clusters Score -685654.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -685708.625000 Penalty: 3046.656738
	Iteration 60F: 3 clusters Score -685708.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -685770.312500 Penalty: 3046.656738
	Iteration 61Q: 3 clusters Score -685770.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -685833.375000 Penalty: 3046.656738
	Iteration 62Q: 3 clusters Score -685833.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -685902.125000 Penalty: 3046.656738
	Iteration 63Q: 3 clusters Score -685902.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -685990.562500 Penalty: 3046.656738
	Iteration 64Q: 3 clusters Score -685990.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -686060.000000 Penalty: 3046.656738
	Iteration 65Q: 3 clusters Score -686060 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -686114.500000 Penalty: 3046.656738
	Iteration 66Q: 3 clusters Score -686114.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -686161.187500 Penalty: 3046.656738
	Iteration 67Q: 3 clusters Score -686161.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -686192.500000 Penalty: 3046.656738
	Iteration 68Q: 3 clusters Score -686192.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -686215.250000 Penalty: 3046.656738
	Iteration 69Q: 3 clusters Score -686215.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -686233.062500 Penalty: 3046.656738
	Iteration 70Q: 3 clusters Score -686233.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -686249.750000 Penalty: 3046.656738
	Iteration 71Q: 3 clusters Score -686249.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -686258.000000 Penalty: 3046.656738
	Iteration 72Q: 3 clusters Score -686258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -686272.812500 Penalty: 3046.656738
	Iteration 73Q: 3 clusters Score -686272.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -686285.937500 Penalty: 3046.656738
	Iteration 74Q: 3 clusters Score -686285.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -686296.562500 Penalty: 3046.656738
	Iteration 75Q: 3 clusters Score -686296.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -686305.062500 Penalty: 3046.656738
	Iteration 76Q: 3 clusters Score -686305.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -686314.375000 Penalty: 3046.656738
	Iteration 77Q: 3 clusters Score -686314.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -686322.937500 Penalty: 3046.656738
	Iteration 78Q: 3 clusters Score -686322.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -686332.875000 Penalty: 3046.656738
	Iteration 79Q: 3 clusters Score -686332.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -686344.250000 Penalty: 3046.656738
	Iteration 80F: 3 clusters Score -686344.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -686350.375000 Penalty: 3046.656738
	Iteration 81Q: 3 clusters Score -686350.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -686359.062500 Penalty: 3046.656738
	Iteration 82Q: 3 clusters Score -686359.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -686371.812500 Penalty: 3046.656738
	Iteration 83Q: 3 clusters Score -686371.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -686378.187500 Penalty: 3046.656738
	Iteration 84Q: 3 clusters Score -686378.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -686384.750000 Penalty: 3046.656738
	Iteration 85Q: 3 clusters Score -686384.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -686390.375000 Penalty: 3046.656738
	Iteration 86Q: 3 clusters Score -686390.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -686395.562500 Penalty: 3046.656738
	Iteration 87Q: 3 clusters Score -686395.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -686404.875000 Penalty: 3046.656738
	Iteration 88Q: 3 clusters Score -686404.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -686412.937500 Penalty: 3046.656738
	Iteration 89Q: 3 clusters Score -686412.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -686417.625000 Penalty: 3046.656738
	Iteration 90Q: 3 clusters Score -686417.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -686425.250000 Penalty: 3046.656738
	Iteration 91Q: 3 clusters Score -686425.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -686432.000000 Penalty: 3046.656738
	Iteration 92Q: 3 clusters Score -686432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -686437.875000 Penalty: 3046.656738
	Iteration 93Q: 3 clusters Score -686437.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -686444.812500 Penalty: 3046.656738
	Iteration 94Q: 3 clusters Score -686444.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -686451.875000 Penalty: 3046.656738
	Iteration 95Q: 3 clusters Score -686451.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -686456.437500 Penalty: 3046.656738
	Iteration 96Q: 3 clusters Score -686456.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -686462.500000 Penalty: 3046.656738
	Iteration 97Q: 3 clusters Score -686462.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -686466.875000 Penalty: 3046.656738
	Iteration 98Q: 3 clusters Score -686466.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -686472.187500 Penalty: 3046.656738
	Iteration 99Q: 3 clusters Score -686472.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -686477.187500 Penalty: 3046.656738
	Iteration 100F: 3 clusters Score -686477.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -686481.250000 Penalty: 3046.656738
	Iteration 101Q: 3 clusters Score -686481.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -686487.562500 Penalty: 3046.656738
	Iteration 102Q: 3 clusters Score -686487.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -686489.375000 Penalty: 3046.656738
	Iteration 103Q: 3 clusters Score -686489.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -686492.625000 Penalty: 3046.656738
	Iteration 104Q: 3 clusters Score -686492.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -686495.562500 Penalty: 3046.656738
	Iteration 105Q: 3 clusters Score -686495.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -686495.562500 Penalty: 3046.656738
	Iteration 106Q: 3 clusters Score -686495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -686498.062500 Penalty: 3046.656738
	Iteration 107Q: 3 clusters Score -686498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -686498.312500 Penalty: 3046.656738
	Iteration 108Q: 3 clusters Score -686498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -686499.687500 Penalty: 3046.656738
	Iteration 109Q: 3 clusters Score -686499.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -686497.750000 Penalty: 3046.656738
	Iteration 110Q: 3 clusters Score -686497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -686499.187500 Penalty: 3046.656738
	Iteration 111Q: 3 clusters Score -686499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -686503.812500 Penalty: 3046.656738
	Iteration 112Q: 3 clusters Score -686503.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -686501.625000 Penalty: 3046.656738
	Iteration 113Q: 3 clusters Score -686501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -686503.687500 Penalty: 3046.656738
	Iteration 114Q: 3 clusters Score -686503.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -686504.687500 Penalty: 3046.656738
	Iteration 115Q: 3 clusters Score -686504.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -686505.625000 Penalty: 3046.656738
	Iteration 116Q: 3 clusters Score -686505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -686505.687500 Penalty: 3046.656738
	Iteration 117Q: 3 clusters Score -686505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -686506.437500 Penalty: 3046.656738
	Iteration 118Q: 3 clusters Score -686506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -686506.187500 Penalty: 3046.656738
	Iteration 119Q: 3 clusters Score -686506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -686506.500000 Penalty: 3046.656738
	Iteration 120F: 3 clusters Score -686506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -686506.250000 Penalty: 3046.656738
	Iteration 121Q: 3 clusters Score -686506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -686506.437500 Penalty: 3046.656738
	Iteration 122Q: 3 clusters Score -686506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -686506.437500 Penalty: 3046.656738
	Iteration 123F: 3 clusters Score -686506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Entering Unmasked Estep 
Score: -156524.812500 Penalty: 1292.813599
	Iteration 0F: 2 clusters Score -156524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -153947.171875 Penalty: 2585.627197
	Iteration 0F: 3 clusters Score -153947.2 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -154859.046875 Penalty: 2585.627197
	Iteration 1F: 3 clusters Score -154859 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -155237.515625 Penalty: 2585.627197
	Iteration 2F: 3 clusters Score -155237.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -155502.156250 Penalty: 2585.627197
	Iteration 3F: 3 clusters Score -155502.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -155658.187500 Penalty: 2585.627197
	Iteration 4F: 3 clusters Score -155658.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -155747.921875 Penalty: 2585.627197
	Iteration 5Q: 3 clusters Score -155747.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -155806.062500 Penalty: 2585.627197
	Iteration 6Q: 3 clusters Score -155806.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -155840.718750 Penalty: 2585.627197
	Iteration 7Q: 3 clusters Score -155840.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -155869.781250 Penalty: 2585.627197
	Iteration 8Q: 3 clusters Score -155869.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -155884.734375 Penalty: 2585.627197
	Iteration 9Q: 3 clusters Score -155884.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -155899.171875 Penalty: 2585.627197
	Iteration 10Q: 3 clusters Score -155899.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -155906.265625 Penalty: 2585.627197
	Iteration 11Q: 3 clusters Score -155906.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -155911.656250 Penalty: 2585.627197
	Iteration 12Q: 3 clusters Score -155911.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -155913.375000 Penalty: 2585.627197
	Iteration 13Q: 3 clusters Score -155913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -155914.812500 Penalty: 2585.627197
	Iteration 14Q: 3 clusters Score -155914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -155915.906250 Penalty: 2585.627197
	Iteration 15Q: 3 clusters Score -155915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -155916.281250 Penalty: 2585.627197
	Iteration 16Q: 3 clusters Score -155916.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -155916.281250 Penalty: 2585.627197
	Iteration 17F: 3 clusters Score -155916.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -288970.156250 Penalty: 1384.886719
	Iteration 0F: 2 clusters Score -288970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -284973.687500 Penalty: 2769.773438
	Iteration 0F: 3 clusters Score -284973.7 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -286098.031250 Penalty: 2769.773438
	Iteration 1F: 3 clusters Score -286098 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -286251.812500 Penalty: 2769.773438
	Iteration 2F: 3 clusters Score -286251.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -286356.156250 Penalty: 2769.773438
	Iteration 3Q: 3 clusters Score -286356.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -286442.250000 Penalty: 2769.773438
	Iteration 4Q: 3 clusters Score -286442.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -286503.937500 Penalty: 2769.773438
	Iteration 5Q: 3 clusters Score -286503.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -286552.750000 Penalty: 2769.773438
	Iteration 6Q: 3 clusters Score -286552.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -286605.625000 Penalty: 2769.773438
	Iteration 7Q: 3 clusters Score -286605.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -286658.718750 Penalty: 2769.773438
	Iteration 8Q: 3 clusters Score -286658.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -286707.843750 Penalty: 2769.773438
	Iteration 9Q: 3 clusters Score -286707.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -286760.781250 Penalty: 2769.773438
	Iteration 10Q: 3 clusters Score -286760.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -286821.843750 Penalty: 2769.773438
	Iteration 11Q: 3 clusters Score -286821.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -286887.218750 Penalty: 2769.773438
	Iteration 12Q: 3 clusters Score -286887.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -286950.156250 Penalty: 2769.773438
	Iteration 13Q: 3 clusters Score -286950.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -287014.750000 Penalty: 2769.773438
	Iteration 14Q: 3 clusters Score -287014.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -287079.593750 Penalty: 2769.773438
	Iteration 15Q: 3 clusters Score -287079.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -287141.343750 Penalty: 2769.773438
	Iteration 16Q: 3 clusters Score -287141.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -287217.031250 Penalty: 2769.773438
	Iteration 17Q: 3 clusters Score -287217 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -287281.281250 Penalty: 2769.773438
	Iteration 18Q: 3 clusters Score -287281.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -287328.562500 Penalty: 2769.773438
	Iteration 19Q: 3 clusters Score -287328.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -287390.281250 Penalty: 2769.773438
	Iteration 20F: 3 clusters Score -287390.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -287446.468750 Penalty: 2769.773438
	Iteration 21Q: 3 clusters Score -287446.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -287505.625000 Penalty: 2769.773438
	Iteration 22Q: 3 clusters Score -287505.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -287544.406250 Penalty: 2769.773438
	Iteration 23Q: 3 clusters Score -287544.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -287566.750000 Penalty: 2769.773438
	Iteration 24Q: 3 clusters Score -287566.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -287584.812500 Penalty: 2769.773438
	Iteration 25Q: 3 clusters Score -287584.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -287597.437500 Penalty: 2769.773438
	Iteration 26Q: 3 clusters Score -287597.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -287610.875000 Penalty: 2769.773438
	Iteration 27Q: 3 clusters Score -287610.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -287625.750000 Penalty: 2769.773438
	Iteration 28Q: 3 clusters Score -287625.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -287641.500000 Penalty: 2769.773438
	Iteration 29Q: 3 clusters Score -287641.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -287655.656250 Penalty: 2769.773438
	Iteration 30Q: 3 clusters Score -287655.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -287665.968750 Penalty: 2769.773438
	Iteration 31Q: 3 clusters Score -287666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -287675.843750 Penalty: 2769.773438
	Iteration 32Q: 3 clusters Score -287675.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -287685.750000 Penalty: 2769.773438
	Iteration 33Q: 3 clusters Score -287685.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -287694.187500 Penalty: 2769.773438
	Iteration 34Q: 3 clusters Score -287694.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -287698.281250 Penalty: 2769.773438
	Iteration 35Q: 3 clusters Score -287698.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -287706.000000 Penalty: 2769.773438
	Iteration 36Q: 3 clusters Score -287706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -287715.031250 Penalty: 2769.773438
	Iteration 37Q: 3 clusters Score -287715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -287722.906250 Penalty: 2769.773438
	Iteration 38Q: 3 clusters Score -287722.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -287728.875000 Penalty: 2769.773438
	Iteration 39Q: 3 clusters Score -287728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -287733.187500 Penalty: 2769.773438
	Iteration 40F: 3 clusters Score -287733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -287736.625000 Penalty: 2769.773438
	Iteration 41Q: 3 clusters Score -287736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -287739.093750 Penalty: 2769.773438
	Iteration 42Q: 3 clusters Score -287739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -287741.531250 Penalty: 2769.773438
	Iteration 43Q: 3 clusters Score -287741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -287744.593750 Penalty: 2769.773438
	Iteration 44Q: 3 clusters Score -287744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -287746.656250 Penalty: 2769.773438
	Iteration 45Q: 3 clusters Score -287746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -287747.125000 Penalty: 2769.773438
	Iteration 46Q: 3 clusters Score -287747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -287747.437500 Penalty: 2769.773438
	Iteration 47Q: 3 clusters Score -287747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -287748.406250 Penalty: 2769.773438
	Iteration 48Q: 3 clusters Score -287748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -287750.031250 Penalty: 2769.773438
	Iteration 49Q: 3 clusters Score -287750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -287750.687500 Penalty: 2769.773438
	Iteration 50Q: 3 clusters Score -287750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -287751.437500 Penalty: 2769.773438
	Iteration 51Q: 3 clusters Score -287751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -287751.437500 Penalty: 2769.773438
	Iteration 52F: 3 clusters Score -287751.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -178836.093750 Penalty: 1345.533081
	Iteration 0F: 2 clusters Score -178836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -175557.343750 Penalty: 2691.066162
	Iteration 0F: 3 clusters Score -175557.3 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -176589.906250 Penalty: 2691.066162
	Iteration 1F: 3 clusters Score -176589.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -176938.296875 Penalty: 2691.066162
	Iteration 2F: 3 clusters Score -176938.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -177213.296875 Penalty: 2691.066162
	Iteration 3F: 3 clusters Score -177213.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -177461.093750 Penalty: 2691.066162
	Iteration 4F: 3 clusters Score -177461.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -177627.843750 Penalty: 2691.066162
	Iteration 5F: 3 clusters Score -177627.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -177733.703125 Penalty: 2691.066162
	Iteration 6Q: 3 clusters Score -177733.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -177805.625000 Penalty: 2691.066162
	Iteration 7Q: 3 clusters Score -177805.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -177845.953125 Penalty: 2691.066162
	Iteration 8Q: 3 clusters Score -177846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -177882.375000 Penalty: 2691.066162
	Iteration 9Q: 3 clusters Score -177882.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -177908.890625 Penalty: 2691.066162
	Iteration 10Q: 3 clusters Score -177908.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -177923.437500 Penalty: 2691.066162
	Iteration 11Q: 3 clusters Score -177923.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -177932.593750 Penalty: 2691.066162
	Iteration 12Q: 3 clusters Score -177932.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -177937.156250 Penalty: 2691.066162
	Iteration 13Q: 3 clusters Score -177937.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -177941.437500 Penalty: 2691.066162
	Iteration 14Q: 3 clusters Score -177941.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -177943.500000 Penalty: 2691.066162
	Iteration 15Q: 3 clusters Score -177943.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -177945.296875 Penalty: 2691.066162
	Iteration 16Q: 3 clusters Score -177945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -177945.734375 Penalty: 2691.066162
	Iteration 17Q: 3 clusters Score -177945.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -177946.968750 Penalty: 2691.066162
	Iteration 18Q: 3 clusters Score -177947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -177948.046875 Penalty: 2691.066162
	Iteration 19Q: 3 clusters Score -177948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -177948.250000 Penalty: 2691.066162
	Iteration 20F: 3 clusters Score -177948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -177948.921875 Penalty: 2691.066162
	Iteration 21Q: 3 clusters Score -177948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -177949.687500 Penalty: 2691.066162
	Iteration 22Q: 3 clusters Score -177949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -177950.046875 Penalty: 2691.066162
	Iteration 23Q: 3 clusters Score -177950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -177950.343750 Penalty: 2691.066162
	Iteration 24Q: 3 clusters Score -177950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -177950.390625 Penalty: 2691.066162
	Iteration 25Q: 3 clusters Score -177950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -177950.968750 Penalty: 2691.066162
	Iteration 26Q: 3 clusters Score -177951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -177951.328125 Penalty: 2691.066162
	Iteration 27Q: 3 clusters Score -177951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -177952.140625 Penalty: 2691.066162
	Iteration 28Q: 3 clusters Score -177952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -177952.828125 Penalty: 2691.066162
	Iteration 29Q: 3 clusters Score -177952.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -177954.312500 Penalty: 2691.066162
	Iteration 30Q: 3 clusters Score -177954.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -177955.500000 Penalty: 2691.066162
	Iteration 31Q: 3 clusters Score -177955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -177956.656250 Penalty: 2691.066162
	Iteration 32Q: 3 clusters Score -177956.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -177957.703125 Penalty: 2691.066162
	Iteration 33Q: 3 clusters Score -177957.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -177959.031250 Penalty: 2691.066162
	Iteration 34Q: 3 clusters Score -177959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -177959.359375 Penalty: 2691.066162
	Iteration 35Q: 3 clusters Score -177959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -177960.234375 Penalty: 2691.066162
	Iteration 36Q: 3 clusters Score -177960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -177961.125000 Penalty: 2691.066162
	Iteration 37Q: 3 clusters Score -177961.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -177961.906250 Penalty: 2691.066162
	Iteration 38Q: 3 clusters Score -177961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -177962.562500 Penalty: 2691.066162
	Iteration 39Q: 3 clusters Score -177962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -177964.046875 Penalty: 2691.066162
	Iteration 40F: 3 clusters Score -177964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -177966.125000 Penalty: 2691.066162
	Iteration 41Q: 3 clusters Score -177966.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -177968.234375 Penalty: 2691.066162
	Iteration 42Q: 3 clusters Score -177968.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -177970.609375 Penalty: 2691.066162
	Iteration 43Q: 3 clusters Score -177970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -177972.203125 Penalty: 2691.066162
	Iteration 44Q: 3 clusters Score -177972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -177973.265625 Penalty: 2691.066162
	Iteration 45Q: 3 clusters Score -177973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -177973.562500 Penalty: 2691.066162
	Iteration 46Q: 3 clusters Score -177973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -177973.468750 Penalty: 2691.066162
	Iteration 47Q: 3 clusters Score -177973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -177973.468750 Penalty: 2691.066162
	Iteration 48F: 3 clusters Score -177973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -158044.687500 Penalty: 1298.743652
	Iteration 0F: 2 clusters Score -158044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -155344.515625 Penalty: 2597.487305
	Iteration 0F: 3 clusters Score -155344.5 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -156023.578125 Penalty: 2597.487305
	Iteration 1F: 3 clusters Score -156023.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -156160.656250 Penalty: 2597.487305
	Iteration 2F: 3 clusters Score -156160.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -156272.671875 Penalty: 2597.487305
	Iteration 3F: 3 clusters Score -156272.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -156391.687500 Penalty: 2597.487305
	Iteration 4Q: 3 clusters Score -156391.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -156527.984375 Penalty: 2597.487305
	Iteration 5Q: 3 clusters Score -156528 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -156679.609375 Penalty: 2597.487305
	Iteration 6Q: 3 clusters Score -156679.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -156875.125000 Penalty: 2597.487305
	Iteration 7F: 3 clusters Score -156875.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -157027.750000 Penalty: 2597.487305
	Iteration 8Q: 3 clusters Score -157027.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -157136.000000 Penalty: 2597.487305
	Iteration 9Q: 3 clusters Score -157136 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -157203.265625 Penalty: 2597.487305
	Iteration 10Q: 3 clusters Score -157203.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -157243.703125 Penalty: 2597.487305
	Iteration 11Q: 3 clusters Score -157243.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -157267.203125 Penalty: 2597.487305
	Iteration 12Q: 3 clusters Score -157267.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -157282.671875 Penalty: 2597.487305
	Iteration 13Q: 3 clusters Score -157282.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -157298.343750 Penalty: 2597.487305
	Iteration 14Q: 3 clusters Score -157298.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -157311.796875 Penalty: 2597.487305
	Iteration 15Q: 3 clusters Score -157311.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -157319.703125 Penalty: 2597.487305
	Iteration 16Q: 3 clusters Score -157319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -157327.953125 Penalty: 2597.487305
	Iteration 17Q: 3 clusters Score -157328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -157332.640625 Penalty: 2597.487305
	Iteration 18Q: 3 clusters Score -157332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -157334.437500 Penalty: 2597.487305
	Iteration 19Q: 3 clusters Score -157334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -157335.640625 Penalty: 2597.487305
	Iteration 20F: 3 clusters Score -157335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -157336.375000 Penalty: 2597.487305
	Iteration 21Q: 3 clusters Score -157336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -157336.765625 Penalty: 2597.487305
	Iteration 22Q: 3 clusters Score -157336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -157337.312500 Penalty: 2597.487305
	Iteration 23Q: 3 clusters Score -157337.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -157338.437500 Penalty: 2597.487305
	Iteration 24Q: 3 clusters Score -157338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -157338.703125 Penalty: 2597.487305
	Iteration 25Q: 3 clusters Score -157338.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -157339.359375 Penalty: 2597.487305
	Iteration 26Q: 3 clusters Score -157339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -157340.515625 Penalty: 2597.487305
	Iteration 27Q: 3 clusters Score -157340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -157340.578125 Penalty: 2597.487305
	Iteration 28Q: 3 clusters Score -157340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -157340.875000 Penalty: 2597.487305
	Iteration 29Q: 3 clusters Score -157340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -157340.875000 Penalty: 2597.487305
	Iteration 30F: 3 clusters Score -157340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -80469.000000 Penalty: 1179.262939
	Iteration 0F: 2 clusters Score -80469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -78759.171875 Penalty: 2358.525879
	Iteration 0F: 3 clusters Score -78759.17 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -79100.617188 Penalty: 2358.525879
	Iteration 1F: 3 clusters Score -79100.62 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -79184.429688 Penalty: 2358.525879
	Iteration 2F: 3 clusters Score -79184.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -79236.070312 Penalty: 2358.525879
	Iteration 3Q: 3 clusters Score -79236.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -79282.195312 Penalty: 2358.525879
	Iteration 4Q: 3 clusters Score -79282.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -79315.718750 Penalty: 2358.525879
	Iteration 5Q: 3 clusters Score -79315.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -79356.101562 Penalty: 2358.525879
	Iteration 6Q: 3 clusters Score -79356.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -79392.125000 Penalty: 2358.525879
	Iteration 7Q: 3 clusters Score -79392.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -79426.632812 Penalty: 2358.525879
	Iteration 8Q: 3 clusters Score -79426.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -79450.531250 Penalty: 2358.525879
	Iteration 9Q: 3 clusters Score -79450.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -79468.171875 Penalty: 2358.525879
	Iteration 10Q: 3 clusters Score -79468.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -79481.531250 Penalty: 2358.525879
	Iteration 11Q: 3 clusters Score -79481.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79489.773438 Penalty: 2358.525879
	Iteration 12Q: 3 clusters Score -79489.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -79497.085938 Penalty: 2358.525879
	Iteration 13Q: 3 clusters Score -79497.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -79500.851562 Penalty: 2358.525879
	Iteration 14Q: 3 clusters Score -79500.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -79504.281250 Penalty: 2358.525879
	Iteration 15Q: 3 clusters Score -79504.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -79507.046875 Penalty: 2358.525879
	Iteration 16Q: 3 clusters Score -79507.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -79510.390625 Penalty: 2358.525879
	Iteration 17Q: 3 clusters Score -79510.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -79511.984375 Penalty: 2358.525879
	Iteration 18Q: 3 clusters Score -79511.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -79516.218750 Penalty: 2358.525879
	Iteration 19Q: 3 clusters Score -79516.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -79519.242188 Penalty: 2358.525879
	Iteration 20F: 3 clusters Score -79519.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -79524.773438 Penalty: 2358.525879
	Iteration 21Q: 3 clusters Score -79524.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -79528.273438 Penalty: 2358.525879
	Iteration 22Q: 3 clusters Score -79528.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -79532.046875 Penalty: 2358.525879
	Iteration 23Q: 3 clusters Score -79532.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -79535.773438 Penalty: 2358.525879
	Iteration 24Q: 3 clusters Score -79535.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -79537.023438 Penalty: 2358.525879
	Iteration 25Q: 3 clusters Score -79537.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -79539.406250 Penalty: 2358.525879
	Iteration 26Q: 3 clusters Score -79539.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -79540.835938 Penalty: 2358.525879
	Iteration 27Q: 3 clusters Score -79540.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -79543.859375 Penalty: 2358.525879
	Iteration 28Q: 3 clusters Score -79543.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -79547.617188 Penalty: 2358.525879
	Iteration 29Q: 3 clusters Score -79547.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -79551.687500 Penalty: 2358.525879
	Iteration 30Q: 3 clusters Score -79551.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -79557.351562 Penalty: 2358.525879
	Iteration 31Q: 3 clusters Score -79557.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -79568.523438 Penalty: 2358.525879
	Iteration 32Q: 3 clusters Score -79568.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -79578.351562 Penalty: 2358.525879
	Iteration 33Q: 3 clusters Score -79578.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -79588.960938 Penalty: 2358.525879
	Iteration 34Q: 3 clusters Score -79588.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -79598.945312 Penalty: 2358.525879
	Iteration 35Q: 3 clusters Score -79598.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -79611.164062 Penalty: 2358.525879
	Iteration 36Q: 3 clusters Score -79611.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -79635.242188 Penalty: 2358.525879
	Iteration 37Q: 3 clusters Score -79635.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -79654.421875 Penalty: 2358.525879
	Iteration 38Q: 3 clusters Score -79654.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -79673.078125 Penalty: 2358.525879
	Iteration 39Q: 3 clusters Score -79673.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -79683.531250 Penalty: 2358.525879
	Iteration 40F: 3 clusters Score -79683.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -79691.390625 Penalty: 2358.525879
	Iteration 41Q: 3 clusters Score -79691.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -79697.890625 Penalty: 2358.525879
	Iteration 42Q: 3 clusters Score -79697.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -79705.453125 Penalty: 2358.525879
	Iteration 43Q: 3 clusters Score -79705.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -79709.406250 Penalty: 2358.525879
	Iteration 44Q: 3 clusters Score -79709.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -79711.523438 Penalty: 2358.525879
	Iteration 45Q: 3 clusters Score -79711.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -79718.265625 Penalty: 2358.525879
	Iteration 46Q: 3 clusters Score -79718.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -79721.703125 Penalty: 2358.525879
	Iteration 47Q: 3 clusters Score -79721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -79723.187500 Penalty: 2358.525879
	Iteration 48Q: 3 clusters Score -79723.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -79725.335938 Penalty: 2358.525879
	Iteration 49Q: 3 clusters Score -79725.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -79725.335938 Penalty: 2358.525879
	Iteration 50F: 3 clusters Score -79725.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Entering Unmasked Estep 
Score: -755992.437500 Penalty: 1551.577515
	Iteration 0F: 2 clusters Score -755992.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -746249.500000 Penalty: 3103.155029
	Iteration 0F: 3 clusters Score -746249.5 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -749710.062500 Penalty: 3103.155029
	Iteration 1F: 3 clusters Score -749710.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -750087.375000 Penalty: 3103.155029
	Iteration 2F: 3 clusters Score -750087.4 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -750468.875000 Penalty: 3103.155029
	Iteration 3F: 3 clusters Score -750468.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -750911.375000 Penalty: 3103.155029
	Iteration 4F: 3 clusters Score -750911.4 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -751397.625000 Penalty: 3103.155029
	Iteration 5F: 3 clusters Score -751397.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -751854.937500 Penalty: 3103.155029
	Iteration 6F: 3 clusters Score -751854.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -752332.937500 Penalty: 3103.155029
	Iteration 7Q: 3 clusters Score -752332.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -752857.625000 Penalty: 3103.155029
	Iteration 8Q: 3 clusters Score -752857.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -753437.250000 Penalty: 3103.155029
	Iteration 9Q: 3 clusters Score -753437.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -754166.187500 Penalty: 3103.155029
	Iteration 10Q: 3 clusters Score -754166.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -754749.687500 Penalty: 3103.155029
	Iteration 11Q: 3 clusters Score -754749.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -755108.375000 Penalty: 3103.155029
	Iteration 12Q: 3 clusters Score -755108.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -755297.125000 Penalty: 3103.155029
	Iteration 13Q: 3 clusters Score -755297.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -755405.750000 Penalty: 3103.155029
	Iteration 14Q: 3 clusters Score -755405.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -755474.250000 Penalty: 3103.155029
	Iteration 15Q: 3 clusters Score -755474.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -755519.312500 Penalty: 3103.155029
	Iteration 16Q: 3 clusters Score -755519.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -755548.625000 Penalty: 3103.155029
	Iteration 17Q: 3 clusters Score -755548.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -755582.437500 Penalty: 3103.155029
	Iteration 18Q: 3 clusters Score -755582.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -755603.875000 Penalty: 3103.155029
	Iteration 19Q: 3 clusters Score -755603.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -755623.812500 Penalty: 3103.155029
	Iteration 20F: 3 clusters Score -755623.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -755634.875000 Penalty: 3103.155029
	Iteration 21Q: 3 clusters Score -755634.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -755642.437500 Penalty: 3103.155029
	Iteration 22Q: 3 clusters Score -755642.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -755648.625000 Penalty: 3103.155029
	Iteration 23Q: 3 clusters Score -755648.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -755653.375000 Penalty: 3103.155029
	Iteration 24Q: 3 clusters Score -755653.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -755656.437500 Penalty: 3103.155029
	Iteration 25Q: 3 clusters Score -755656.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -755659.750000 Penalty: 3103.155029
	Iteration 26Q: 3 clusters Score -755659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -755660.625000 Penalty: 3103.155029
	Iteration 27Q: 3 clusters Score -755660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -755661.812500 Penalty: 3103.155029
	Iteration 28Q: 3 clusters Score -755661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -755661.000000 Penalty: 3103.155029
	Iteration 29Q: 3 clusters Score -755661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -755662.250000 Penalty: 3103.155029
	Iteration 30Q: 3 clusters Score -755662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -755660.625000 Penalty: 3103.155029
	Iteration 31Q: 3 clusters Score -755660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -755662.250000 Penalty: 3103.155029
	Iteration 32Q: 3 clusters Score -755662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -755661.937500 Penalty: 3103.155029
	Iteration 33Q: 3 clusters Score -755661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -755662.000000 Penalty: 3103.155029
	Iteration 34Q: 3 clusters Score -755662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -755662.625000 Penalty: 3103.155029
	Iteration 35Q: 3 clusters Score -755662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -755663.187500 Penalty: 3103.155029
	Iteration 36Q: 3 clusters Score -755663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -755663.187500 Penalty: 3103.155029
	Iteration 37F: 3 clusters Score -755663.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -420661.062500 Penalty: 1442.324951
	Iteration 0F: 2 clusters Score -420661.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -415273.593750 Penalty: 2884.649902
	Iteration 0F: 3 clusters Score -415273.6 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -416913.343750 Penalty: 2884.649902
	Iteration 1F: 3 clusters Score -416913.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -417102.312500 Penalty: 2884.649902
	Iteration 2F: 3 clusters Score -417102.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -417239.250000 Penalty: 2884.649902
	Iteration 3Q: 3 clusters Score -417239.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -417348.093750 Penalty: 2884.649902
	Iteration 4Q: 3 clusters Score -417348.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -417424.625000 Penalty: 2884.649902
	Iteration 5Q: 3 clusters Score -417424.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -417491.812500 Penalty: 2884.649902
	Iteration 6Q: 3 clusters Score -417491.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -417546.218750 Penalty: 2884.649902
	Iteration 7Q: 3 clusters Score -417546.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -417593.250000 Penalty: 2884.649902
	Iteration 8Q: 3 clusters Score -417593.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -417642.343750 Penalty: 2884.649902
	Iteration 9Q: 3 clusters Score -417642.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -417686.718750 Penalty: 2884.649902
	Iteration 10Q: 3 clusters Score -417686.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -417736.875000 Penalty: 2884.649902
	Iteration 11Q: 3 clusters Score -417736.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -417790.156250 Penalty: 2884.649902
	Iteration 12Q: 3 clusters Score -417790.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -417858.968750 Penalty: 2884.649902
	Iteration 13Q: 3 clusters Score -417859 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -417957.656250 Penalty: 2884.649902
	Iteration 14Q: 3 clusters Score -417957.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -418082.687500 Penalty: 2884.649902
	Iteration 15Q: 3 clusters Score -418082.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -418224.468750 Penalty: 2884.649902
	Iteration 16Q: 3 clusters Score -418224.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -418370.406250 Penalty: 2884.649902
	Iteration 17Q: 3 clusters Score -418370.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -418547.625000 Penalty: 2884.649902
	Iteration 18Q: 3 clusters Score -418547.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -418745.968750 Penalty: 2884.649902
	Iteration 19Q: 3 clusters Score -418746 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -418888.687500 Penalty: 2884.649902
	Iteration 20F: 3 clusters Score -418888.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -419016.906250 Penalty: 2884.649902
	Iteration 21Q: 3 clusters Score -419016.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -419133.843750 Penalty: 2884.649902
	Iteration 22Q: 3 clusters Score -419133.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -419205.781250 Penalty: 2884.649902
	Iteration 23Q: 3 clusters Score -419205.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -419251.156250 Penalty: 2884.649902
	Iteration 24Q: 3 clusters Score -419251.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -419275.906250 Penalty: 2884.649902
	Iteration 25Q: 3 clusters Score -419275.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -419299.531250 Penalty: 2884.649902
	Iteration 26Q: 3 clusters Score -419299.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -419318.218750 Penalty: 2884.649902
	Iteration 27Q: 3 clusters Score -419318.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -419328.750000 Penalty: 2884.649902
	Iteration 28Q: 3 clusters Score -419328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -419337.875000 Penalty: 2884.649902
	Iteration 29Q: 3 clusters Score -419337.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -419347.062500 Penalty: 2884.649902
	Iteration 30Q: 3 clusters Score -419347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -419352.625000 Penalty: 2884.649902
	Iteration 31Q: 3 clusters Score -419352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -419355.000000 Penalty: 2884.649902
	Iteration 32Q: 3 clusters Score -419355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -419363.125000 Penalty: 2884.649902
	Iteration 33Q: 3 clusters Score -419363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -419368.250000 Penalty: 2884.649902
	Iteration 34Q: 3 clusters Score -419368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -419375.156250 Penalty: 2884.649902
	Iteration 35Q: 3 clusters Score -419375.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -419378.687500 Penalty: 2884.649902
	Iteration 36Q: 3 clusters Score -419378.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -419382.281250 Penalty: 2884.649902
	Iteration 37Q: 3 clusters Score -419382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -419387.281250 Penalty: 2884.649902
	Iteration 38Q: 3 clusters Score -419387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -419392.437500 Penalty: 2884.649902
	Iteration 39Q: 3 clusters Score -419392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -419399.031250 Penalty: 2884.649902
	Iteration 40F: 3 clusters Score -419399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -419401.500000 Penalty: 2884.649902
	Iteration 41Q: 3 clusters Score -419401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -419404.718750 Penalty: 2884.649902
	Iteration 42Q: 3 clusters Score -419404.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -419414.062500 Penalty: 2884.649902
	Iteration 43Q: 3 clusters Score -419414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -419414.343750 Penalty: 2884.649902
	Iteration 44Q: 3 clusters Score -419414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -419415.375000 Penalty: 2884.649902
	Iteration 45Q: 3 clusters Score -419415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -419415.375000 Penalty: 2884.649902
	Iteration 46F: 3 clusters Score -419415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (106434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Entering Unmasked Estep 
Score: -6354132.500000 Penalty: 1880.983032
	Iteration 0F: 2 clusters Score -6354132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -6282741.000000 Penalty: 3761.966064
	Iteration 0F: 3 clusters Score -6282741 nChanged 51056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -6312782.500000 Penalty: 3761.966064
	Iteration 1F: 3 clusters Score -6312782 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -6313896.500000 Penalty: 3761.966064
	Iteration 2Q: 3 clusters Score -6313896 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -6315471.000000 Penalty: 3761.966064
	Iteration 3Q: 3 clusters Score -6315471 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -6317732.500000 Penalty: 3761.966064
	Iteration 4Q: 3 clusters Score -6317732 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -6320674.500000 Penalty: 3761.966064
	Iteration 5F: 3 clusters Score -6320674 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -6324224.000000 Penalty: 3761.966064
	Iteration 6F: 3 clusters Score -6324224 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -6327855.500000 Penalty: 3761.966064
	Iteration 7F: 3 clusters Score -6327856 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -6331187.000000 Penalty: 3761.966064
	Iteration 8F: 3 clusters Score -6331187 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -6333977.500000 Penalty: 3761.966064
	Iteration 9F: 3 clusters Score -6333978 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -6336547.000000 Penalty: 3761.966064
	Iteration 10Q: 3 clusters Score -6336547 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -6339289.000000 Penalty: 3761.966064
	Iteration 11Q: 3 clusters Score -6339289 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -6342095.000000 Penalty: 3761.966064
	Iteration 12Q: 3 clusters Score -6342095 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -6344990.000000 Penalty: 3761.966064
	Iteration 13Q: 3 clusters Score -6344990 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -6347647.500000 Penalty: 3761.966064
	Iteration 14Q: 3 clusters Score -6347648 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -6349526.500000 Penalty: 3761.966064
	Iteration 15Q: 3 clusters Score -6349526 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6350867.500000 Penalty: 3761.966064
	Iteration 16Q: 3 clusters Score -6350868 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6351624.500000 Penalty: 3761.966064
	Iteration 17Q: 3 clusters Score -6351624 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105251 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6351995.500000 Penalty: 3761.966064
	Iteration 18Q: 3 clusters Score -6351996 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105538 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6352193.000000 Penalty: 3761.966064
	Iteration 19Q: 3 clusters Score -6352193 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105698 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6352320.500000 Penalty: 3761.966064
	Iteration 20F: 3 clusters Score -6352320 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6352427.000000 Penalty: 3761.966064
	Iteration 21Q: 3 clusters Score -6352427 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6352489.000000 Penalty: 3761.966064
	Iteration 22Q: 3 clusters Score -6352489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6352525.500000 Penalty: 3761.966064
	Iteration 23Q: 3 clusters Score -6352526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6352567.500000 Penalty: 3761.966064
	Iteration 24Q: 3 clusters Score -6352568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105979 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6352588.500000 Penalty: 3761.966064
	Iteration 25Q: 3 clusters Score -6352588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6352611.000000 Penalty: 3761.966064
	Iteration 26Q: 3 clusters Score -6352611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106007 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6352626.000000 Penalty: 3761.966064
	Iteration 27Q: 3 clusters Score -6352626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6352639.000000 Penalty: 3761.966064
	Iteration 28Q: 3 clusters Score -6352639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106026 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6352651.000000 Penalty: 3761.966064
	Iteration 29Q: 3 clusters Score -6352651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106032 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6352651.000000 Penalty: 3761.966064
	Iteration 30Q: 3 clusters Score -6352651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106037 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6352658.000000 Penalty: 3761.966064
	Iteration 31Q: 3 clusters Score -6352658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6352659.000000 Penalty: 3761.966064
	Iteration 32Q: 3 clusters Score -6352659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6352661.500000 Penalty: 3761.966064
	Iteration 33Q: 3 clusters Score -6352662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106037 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6352659.500000 Penalty: 3761.966064
	Iteration 34Q: 3 clusters Score -6352660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106036 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6352662.000000 Penalty: 3761.966064
	Iteration 35Q: 3 clusters Score -6352662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6352663.000000 Penalty: 3761.966064
	Iteration 36Q: 3 clusters Score -6352663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6352664.500000 Penalty: 3761.966064
	Iteration 37Q: 3 clusters Score -6352664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6352664.500000 Penalty: 3761.966064
	Iteration 38F: 3 clusters Score -6352664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Entering Unmasked Estep 
Score: -5215477.500000 Penalty: 1851.615845
	Iteration 0F: 2 clusters Score -5215478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5156159.500000 Penalty: 3703.231689
	Iteration 0F: 3 clusters Score -5156160 nChanged 42454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -5180874.000000 Penalty: 3703.231689
	Iteration 1F: 3 clusters Score -5180874 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -5181799.500000 Penalty: 3703.231689
	Iteration 2Q: 3 clusters Score -5181800 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5183013.000000 Penalty: 3703.231689
	Iteration 3Q: 3 clusters Score -5183013 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -5185182.500000 Penalty: 3703.231689
	Iteration 4Q: 3 clusters Score -5185182 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -5188869.000000 Penalty: 3703.231689
	Iteration 5F: 3 clusters Score -5188869 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -5194658.000000 Penalty: 3703.231689
	Iteration 6F: 3 clusters Score -5194658 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -5202111.000000 Penalty: 3703.231689
	Iteration 7F: 3 clusters Score -5202111 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5208652.500000 Penalty: 3703.231689
	Iteration 8F: 3 clusters Score -5208652 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5212136.500000 Penalty: 3703.231689
	Iteration 9Q: 3 clusters Score -5212136 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5213336.500000 Penalty: 3703.231689
	Iteration 10Q: 3 clusters Score -5213336 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5213714.500000 Penalty: 3703.231689
	Iteration 11Q: 3 clusters Score -5213714 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5213844.500000 Penalty: 3703.231689
	Iteration 12Q: 3 clusters Score -5213844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5213915.500000 Penalty: 3703.231689
	Iteration 13Q: 3 clusters Score -5213916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5213968.500000 Penalty: 3703.231689
	Iteration 14Q: 3 clusters Score -5213968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5213992.500000 Penalty: 3703.231689
	Iteration 15Q: 3 clusters Score -5213992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5214027.000000 Penalty: 3703.231689
	Iteration 16Q: 3 clusters Score -5214027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5214043.000000 Penalty: 3703.231689
	Iteration 17Q: 3 clusters Score -5214043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5214056.000000 Penalty: 3703.231689
	Iteration 18Q: 3 clusters Score -5214056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5214060.500000 Penalty: 3703.231689
	Iteration 19Q: 3 clusters Score -5214060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5214062.500000 Penalty: 3703.231689
	Iteration 20F: 3 clusters Score -5214062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5214064.500000 Penalty: 3703.231689
	Iteration 21Q: 3 clusters Score -5214064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5214064.500000 Penalty: 3703.231689
	Iteration 22Q: 3 clusters Score -5214064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5214067.000000 Penalty: 3703.231689
	Iteration 23Q: 3 clusters Score -5214067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5214070.000000 Penalty: 3703.231689
	Iteration 24Q: 3 clusters Score -5214070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5214073.000000 Penalty: 3703.231689
	Iteration 25Q: 3 clusters Score -5214073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5214073.500000 Penalty: 3703.231689
	Iteration 26Q: 3 clusters Score -5214074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5214075.500000 Penalty: 3703.231689
	Iteration 27Q: 3 clusters Score -5214076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5214074.000000 Penalty: 3703.231689
	Iteration 28Q: 3 clusters Score -5214074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5214074.000000 Penalty: 3703.231689
	Iteration 29F: 3 clusters Score -5214074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -120116.460938 Penalty: 1254.358643
	Iteration 0F: 2 clusters Score -120116.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -117844.304688 Penalty: 2508.717285
	Iteration 0F: 3 clusters Score -117844.3 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -118312.109375 Penalty: 2508.717285
	Iteration 1F: 3 clusters Score -118312.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -118445.296875 Penalty: 2508.717285
	Iteration 2F: 3 clusters Score -118445.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -118569.148438 Penalty: 2508.717285
	Iteration 3F: 3 clusters Score -118569.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -118706.906250 Penalty: 2508.717285
	Iteration 4F: 3 clusters Score -118706.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -118819.773438 Penalty: 2508.717285
	Iteration 5Q: 3 clusters Score -118819.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -118896.992188 Penalty: 2508.717285
	Iteration 6Q: 3 clusters Score -118897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -118945.890625 Penalty: 2508.717285
	Iteration 7Q: 3 clusters Score -118945.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -118993.531250 Penalty: 2508.717285
	Iteration 8Q: 3 clusters Score -118993.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -119046.601562 Penalty: 2508.717285
	Iteration 9Q: 3 clusters Score -119046.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -119094.078125 Penalty: 2508.717285
	Iteration 10Q: 3 clusters Score -119094.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -119144.703125 Penalty: 2508.717285
	Iteration 11Q: 3 clusters Score -119144.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -119201.984375 Penalty: 2508.717285
	Iteration 12Q: 3 clusters Score -119202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119264.765625 Penalty: 2508.717285
	Iteration 13Q: 3 clusters Score -119264.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -119344.757812 Penalty: 2508.717285
	Iteration 14Q: 3 clusters Score -119344.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -119403.843750 Penalty: 2508.717285
	Iteration 15Q: 3 clusters Score -119403.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -119465.671875 Penalty: 2508.717285
	Iteration 16Q: 3 clusters Score -119465.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -119548.125000 Penalty: 2508.717285
	Iteration 17Q: 3 clusters Score -119548.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -119616.656250 Penalty: 2508.717285
	Iteration 18Q: 3 clusters Score -119616.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119664.453125 Penalty: 2508.717285
	Iteration 19Q: 3 clusters Score -119664.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119698.750000 Penalty: 2508.717285
	Iteration 20F: 3 clusters Score -119698.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -119714.765625 Penalty: 2508.717285
	Iteration 21Q: 3 clusters Score -119714.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119735.015625 Penalty: 2508.717285
	Iteration 22Q: 3 clusters Score -119735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119746.085938 Penalty: 2508.717285
	Iteration 23Q: 3 clusters Score -119746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -119752.312500 Penalty: 2508.717285
	Iteration 24Q: 3 clusters Score -119752.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119761.640625 Penalty: 2508.717285
	Iteration 25Q: 3 clusters Score -119761.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119769.367188 Penalty: 2508.717285
	Iteration 26Q: 3 clusters Score -119769.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119771.679688 Penalty: 2508.717285
	Iteration 27Q: 3 clusters Score -119771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119774.023438 Penalty: 2508.717285
	Iteration 28Q: 3 clusters Score -119774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -119774.726562 Penalty: 2508.717285
	Iteration 29Q: 3 clusters Score -119774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119774.718750 Penalty: 2508.717285
	Iteration 30Q: 3 clusters Score -119774.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119774.718750 Penalty: 2508.717285
	Iteration 31F: 3 clusters Score -119774.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Entering Unmasked Estep 
Score: -1013922.937500 Penalty: 1589.299072
	Iteration 0F: 2 clusters Score -1013923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1001815.812500 Penalty: 3178.598145
	Iteration 0F: 3 clusters Score -1001816 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1006107.875000 Penalty: 3178.598145
	Iteration 1F: 3 clusters Score -1006108 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1006583.375000 Penalty: 3178.598145
	Iteration 2F: 3 clusters Score -1006583 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1007049.812500 Penalty: 3178.598145
	Iteration 3F: 3 clusters Score -1007050 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1007521.437500 Penalty: 3178.598145
	Iteration 4F: 3 clusters Score -1007521 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1007982.500000 Penalty: 3178.598145
	Iteration 5F: 3 clusters Score -1007982 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1008450.375000 Penalty: 3178.598145
	Iteration 6Q: 3 clusters Score -1008450 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1008936.875000 Penalty: 3178.598145
	Iteration 7F: 3 clusters Score -1008937 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1009379.875000 Penalty: 3178.598145
	Iteration 8Q: 3 clusters Score -1009380 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1009745.937500 Penalty: 3178.598145
	Iteration 9Q: 3 clusters Score -1009746 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1010066.625000 Penalty: 3178.598145
	Iteration 10Q: 3 clusters Score -1010067 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1010371.687500 Penalty: 3178.598145
	Iteration 11Q: 3 clusters Score -1010372 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1010687.812500 Penalty: 3178.598145
	Iteration 12Q: 3 clusters Score -1010688 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1010983.625000 Penalty: 3178.598145
	Iteration 13Q: 3 clusters Score -1010984 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1011256.125000 Penalty: 3178.598145
	Iteration 14Q: 3 clusters Score -1011256 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1011516.812500 Penalty: 3178.598145
	Iteration 15Q: 3 clusters Score -1011517 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1011730.312500 Penalty: 3178.598145
	Iteration 16Q: 3 clusters Score -1011730 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1011896.062500 Penalty: 3178.598145
	Iteration 17Q: 3 clusters Score -1011896 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1012034.687500 Penalty: 3178.598145
	Iteration 18Q: 3 clusters Score -1012035 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1012160.750000 Penalty: 3178.598145
	Iteration 19Q: 3 clusters Score -1012161 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1012250.250000 Penalty: 3178.598145
	Iteration 20F: 3 clusters Score -1012250 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1012306.562500 Penalty: 3178.598145
	Iteration 21Q: 3 clusters Score -1012307 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1012338.000000 Penalty: 3178.598145
	Iteration 22Q: 3 clusters Score -1012338 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1012357.937500 Penalty: 3178.598145
	Iteration 23Q: 3 clusters Score -1012358 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1012375.000000 Penalty: 3178.598145
	Iteration 24Q: 3 clusters Score -1012375 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1012390.562500 Penalty: 3178.598145
	Iteration 25Q: 3 clusters Score -1012391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1012396.312500 Penalty: 3178.598145
	Iteration 26Q: 3 clusters Score -1012396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1012407.750000 Penalty: 3178.598145
	Iteration 27Q: 3 clusters Score -1012408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1012410.625000 Penalty: 3178.598145
	Iteration 28Q: 3 clusters Score -1012411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1012415.750000 Penalty: 3178.598145
	Iteration 29Q: 3 clusters Score -1012416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1012415.437500 Penalty: 3178.598145
	Iteration 30Q: 3 clusters Score -1012415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1012417.812500 Penalty: 3178.598145
	Iteration 31Q: 3 clusters Score -1012418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1012420.125000 Penalty: 3178.598145
	Iteration 32Q: 3 clusters Score -1012420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1012422.125000 Penalty: 3178.598145
	Iteration 33Q: 3 clusters Score -1012422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1012421.562500 Penalty: 3178.598145
	Iteration 34Q: 3 clusters Score -1012422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1012421.375000 Penalty: 3178.598145
	Iteration 35Q: 3 clusters Score -1012421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1012421.250000 Penalty: 3178.598145
	Iteration 36Q: 3 clusters Score -1012421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1012419.937500 Penalty: 3178.598145
	Iteration 37Q: 3 clusters Score -1012420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1012420.000000 Penalty: 3178.598145
	Iteration 38Q: 3 clusters Score -1012420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1012419.437500 Penalty: 3178.598145
	Iteration 39Q: 3 clusters Score -1012419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1012419.875000 Penalty: 3178.598145
	Iteration 40F: 3 clusters Score -1012420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1012420.375000 Penalty: 3178.598145
	Iteration 41Q: 3 clusters Score -1012420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1012420.937500 Penalty: 3178.598145
	Iteration 42Q: 3 clusters Score -1012421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1012420.937500 Penalty: 3178.598145
	Iteration 43F: 3 clusters Score -1012421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Entering Unmasked Estep 
Score: -534002.875000 Penalty: 1487.401733
	Iteration 0F: 2 clusters Score -534002.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -527232.000000 Penalty: 2974.803467
	Iteration 0F: 3 clusters Score -527232 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -529554.750000 Penalty: 2974.803467
	Iteration 1F: 3 clusters Score -529554.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -529922.812500 Penalty: 2974.803467
	Iteration 2F: 3 clusters Score -529922.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -530203.375000 Penalty: 2974.803467
	Iteration 3F: 3 clusters Score -530203.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -530494.375000 Penalty: 2974.803467
	Iteration 4F: 3 clusters Score -530494.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -530810.562500 Penalty: 2974.803467
	Iteration 5F: 3 clusters Score -530810.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -531159.562500 Penalty: 2974.803467
	Iteration 6F: 3 clusters Score -531159.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -531465.625000 Penalty: 2974.803467
	Iteration 7F: 3 clusters Score -531465.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -531725.687500 Penalty: 2974.803467
	Iteration 8Q: 3 clusters Score -531725.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -531946.312500 Penalty: 2974.803467
	Iteration 9Q: 3 clusters Score -531946.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -532098.375000 Penalty: 2974.803467
	Iteration 10Q: 3 clusters Score -532098.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -532211.625000 Penalty: 2974.803467
	Iteration 11Q: 3 clusters Score -532211.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -532297.562500 Penalty: 2974.803467
	Iteration 12Q: 3 clusters Score -532297.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -532362.125000 Penalty: 2974.803467
	Iteration 13Q: 3 clusters Score -532362.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -532408.687500 Penalty: 2974.803467
	Iteration 14Q: 3 clusters Score -532408.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -532443.125000 Penalty: 2974.803467
	Iteration 15Q: 3 clusters Score -532443.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -532460.125000 Penalty: 2974.803467
	Iteration 16Q: 3 clusters Score -532460.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -532469.750000 Penalty: 2974.803467
	Iteration 17Q: 3 clusters Score -532469.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -532479.062500 Penalty: 2974.803467
	Iteration 18Q: 3 clusters Score -532479.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -532487.625000 Penalty: 2974.803467
	Iteration 19Q: 3 clusters Score -532487.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -532488.875000 Penalty: 2974.803467
	Iteration 20F: 3 clusters Score -532488.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -532495.625000 Penalty: 2974.803467
	Iteration 21Q: 3 clusters Score -532495.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -532498.375000 Penalty: 2974.803467
	Iteration 22Q: 3 clusters Score -532498.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -532502.937500 Penalty: 2974.803467
	Iteration 23Q: 3 clusters Score -532502.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -532503.375000 Penalty: 2974.803467
	Iteration 24Q: 3 clusters Score -532503.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -532505.937500 Penalty: 2974.803467
	Iteration 25Q: 3 clusters Score -532505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -532506.500000 Penalty: 2974.803467
	Iteration 26Q: 3 clusters Score -532506.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -532506.875000 Penalty: 2974.803467
	Iteration 27Q: 3 clusters Score -532506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -532506.875000 Penalty: 2974.803467
	Iteration 28Q: 3 clusters Score -532506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -532507.625000 Penalty: 2974.803467
	Iteration 29Q: 3 clusters Score -532507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -532507.937500 Penalty: 2974.803467
	Iteration 30Q: 3 clusters Score -532507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -532506.937500 Penalty: 2974.803467
	Iteration 31Q: 3 clusters Score -532506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -532506.937500 Penalty: 2974.803467
	Iteration 32F: 3 clusters Score -532506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Entering Unmasked Estep 
Score: -641850.625000 Penalty: 1518.981323
	Iteration 0F: 2 clusters Score -641850.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -633736.562500 Penalty: 3037.962646
	Iteration 0F: 3 clusters Score -633736.6 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -636481.937500 Penalty: 3037.962646
	Iteration 1F: 3 clusters Score -636481.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -636780.500000 Penalty: 3037.962646
	Iteration 2F: 3 clusters Score -636780.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -637060.062500 Penalty: 3037.962646
	Iteration 3Q: 3 clusters Score -637060.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -637319.437500 Penalty: 3037.962646
	Iteration 4Q: 3 clusters Score -637319.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -637569.187500 Penalty: 3037.962646
	Iteration 5Q: 3 clusters Score -637569.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -637817.062500 Penalty: 3037.962646
	Iteration 6Q: 3 clusters Score -637817.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -638048.750000 Penalty: 3037.962646
	Iteration 7Q: 3 clusters Score -638048.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -638299.125000 Penalty: 3037.962646
	Iteration 8Q: 3 clusters Score -638299.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -638545.937500 Penalty: 3037.962646
	Iteration 9Q: 3 clusters Score -638545.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -638758.875000 Penalty: 3037.962646
	Iteration 10Q: 3 clusters Score -638758.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -638973.625000 Penalty: 3037.962646
	Iteration 11Q: 3 clusters Score -638973.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -639178.875000 Penalty: 3037.962646
	Iteration 12Q: 3 clusters Score -639178.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -639356.500000 Penalty: 3037.962646
	Iteration 13Q: 3 clusters Score -639356.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -639522.187500 Penalty: 3037.962646
	Iteration 14Q: 3 clusters Score -639522.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -639682.000000 Penalty: 3037.962646
	Iteration 15Q: 3 clusters Score -639682 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -639827.937500 Penalty: 3037.962646
	Iteration 16Q: 3 clusters Score -639827.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -639984.062500 Penalty: 3037.962646
	Iteration 17Q: 3 clusters Score -639984.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -640118.000000 Penalty: 3037.962646
	Iteration 18Q: 3 clusters Score -640118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -640204.000000 Penalty: 3037.962646
	Iteration 19Q: 3 clusters Score -640204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -640290.250000 Penalty: 3037.962646
	Iteration 20F: 3 clusters Score -640290.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -640357.062500 Penalty: 3037.962646
	Iteration 21Q: 3 clusters Score -640357.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -640420.250000 Penalty: 3037.962646
	Iteration 22Q: 3 clusters Score -640420.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -640468.562500 Penalty: 3037.962646
	Iteration 23Q: 3 clusters Score -640468.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -640503.562500 Penalty: 3037.962646
	Iteration 24Q: 3 clusters Score -640503.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -640524.812500 Penalty: 3037.962646
	Iteration 25Q: 3 clusters Score -640524.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -640541.625000 Penalty: 3037.962646
	Iteration 26Q: 3 clusters Score -640541.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -640559.000000 Penalty: 3037.962646
	Iteration 27Q: 3 clusters Score -640559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -640570.875000 Penalty: 3037.962646
	Iteration 28Q: 3 clusters Score -640570.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -640583.750000 Penalty: 3037.962646
	Iteration 29Q: 3 clusters Score -640583.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -640594.375000 Penalty: 3037.962646
	Iteration 30Q: 3 clusters Score -640594.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -640606.437500 Penalty: 3037.962646
	Iteration 31Q: 3 clusters Score -640606.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -640617.687500 Penalty: 3037.962646
	Iteration 32Q: 3 clusters Score -640617.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -640626.625000 Penalty: 3037.962646
	Iteration 33Q: 3 clusters Score -640626.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -640632.500000 Penalty: 3037.962646
	Iteration 34Q: 3 clusters Score -640632.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -640636.000000 Penalty: 3037.962646
	Iteration 35Q: 3 clusters Score -640636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -640637.937500 Penalty: 3037.962646
	Iteration 36Q: 3 clusters Score -640637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -640637.937500 Penalty: 3037.962646
	Iteration 37Q: 3 clusters Score -640637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -640637.937500 Penalty: 3037.962646
	Iteration 38F: 3 clusters Score -640637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -154976.984375 Penalty: 1294.514038
	Iteration 0F: 2 clusters Score -154977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -152313.421875 Penalty: 2589.028076
	Iteration 0F: 3 clusters Score -152313.4 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -153065.218750 Penalty: 2589.028076
	Iteration 1F: 3 clusters Score -153065.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -153304.656250 Penalty: 2589.028076
	Iteration 2F: 3 clusters Score -153304.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -153488.281250 Penalty: 2589.028076
	Iteration 3F: 3 clusters Score -153488.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -153661.015625 Penalty: 2589.028076
	Iteration 4F: 3 clusters Score -153661 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -153790.468750 Penalty: 2589.028076
	Iteration 5F: 3 clusters Score -153790.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -153897.062500 Penalty: 2589.028076
	Iteration 6Q: 3 clusters Score -153897.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -154004.750000 Penalty: 2589.028076
	Iteration 7Q: 3 clusters Score -154004.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -154093.250000 Penalty: 2589.028076
	Iteration 8Q: 3 clusters Score -154093.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -154181.328125 Penalty: 2589.028076
	Iteration 9Q: 3 clusters Score -154181.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -154248.468750 Penalty: 2589.028076
	Iteration 10Q: 3 clusters Score -154248.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -154307.562500 Penalty: 2589.028076
	Iteration 11Q: 3 clusters Score -154307.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -154329.875000 Penalty: 2589.028076
	Iteration 12Q: 3 clusters Score -154329.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -154339.171875 Penalty: 2589.028076
	Iteration 13Q: 3 clusters Score -154339.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -154346.437500 Penalty: 2589.028076
	Iteration 14Q: 3 clusters Score -154346.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -154351.484375 Penalty: 2589.028076
	Iteration 15Q: 3 clusters Score -154351.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -154353.765625 Penalty: 2589.028076
	Iteration 16Q: 3 clusters Score -154353.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -154355.281250 Penalty: 2589.028076
	Iteration 17Q: 3 clusters Score -154355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -154355.937500 Penalty: 2589.028076
	Iteration 18Q: 3 clusters Score -154355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -154357.218750 Penalty: 2589.028076
	Iteration 19Q: 3 clusters Score -154357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -154359.531250 Penalty: 2589.028076
	Iteration 20F: 3 clusters Score -154359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -154361.593750 Penalty: 2589.028076
	Iteration 21Q: 3 clusters Score -154361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -154363.750000 Penalty: 2589.028076
	Iteration 22Q: 3 clusters Score -154363.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -154365.187500 Penalty: 2589.028076
	Iteration 23Q: 3 clusters Score -154365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -154366.031250 Penalty: 2589.028076
	Iteration 24Q: 3 clusters Score -154366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -154367.250000 Penalty: 2589.028076
	Iteration 25Q: 3 clusters Score -154367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -154367.640625 Penalty: 2589.028076
	Iteration 26Q: 3 clusters Score -154367.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -154367.640625 Penalty: 2589.028076
	Iteration 27F: 3 clusters Score -154367.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -252105.218750 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -252105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -248368.593750 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -248368.6 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -249424.218750 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -249424.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -249719.218750 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -249719.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -249959.812500 Penalty: 2742.961182
	Iteration 3F: 3 clusters Score -249959.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -250166.734375 Penalty: 2742.961182
	Iteration 4F: 3 clusters Score -250166.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -250307.843750 Penalty: 2742.961182
	Iteration 5Q: 3 clusters Score -250307.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -250408.421875 Penalty: 2742.961182
	Iteration 6Q: 3 clusters Score -250408.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -250488.250000 Penalty: 2742.961182
	Iteration 7Q: 3 clusters Score -250488.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -250568.234375 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -250568.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -250641.593750 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -250641.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -250701.703125 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -250701.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -250754.421875 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -250754.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -250799.812500 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -250799.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -250829.812500 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -250829.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -250852.140625 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -250852.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -250872.390625 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -250872.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -250890.343750 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -250890.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -250904.875000 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -250904.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -250914.484375 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -250914.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -250923.265625 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -250923.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -250928.703125 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -250928.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -250936.015625 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -250936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -250942.921875 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -250942.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -250947.375000 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -250947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -250949.859375 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -250949.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -250952.890625 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -250952.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -250957.000000 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -250957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -250961.203125 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -250961.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -250966.312500 Penalty: 2742.961182
	Iteration 28Q: 3 clusters Score -250966.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -250969.750000 Penalty: 2742.961182
	Iteration 29Q: 3 clusters Score -250969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -250971.546875 Penalty: 2742.961182
	Iteration 30Q: 3 clusters Score -250971.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -250972.531250 Penalty: 2742.961182
	Iteration 31Q: 3 clusters Score -250972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -250974.093750 Penalty: 2742.961182
	Iteration 32Q: 3 clusters Score -250974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -250974.718750 Penalty: 2742.961182
	Iteration 33Q: 3 clusters Score -250974.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -250975.953125 Penalty: 2742.961182
	Iteration 34Q: 3 clusters Score -250976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -250976.625000 Penalty: 2742.961182
	Iteration 35Q: 3 clusters Score -250976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -250977.796875 Penalty: 2742.961182
	Iteration 36Q: 3 clusters Score -250977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -250980.296875 Penalty: 2742.961182
	Iteration 37Q: 3 clusters Score -250980.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -250981.093750 Penalty: 2742.961182
	Iteration 38Q: 3 clusters Score -250981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -250982.265625 Penalty: 2742.961182
	Iteration 39Q: 3 clusters Score -250982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -250982.953125 Penalty: 2742.961182
	Iteration 40F: 3 clusters Score -250983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -250984.781250 Penalty: 2742.961182
	Iteration 41Q: 3 clusters Score -250984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -250987.031250 Penalty: 2742.961182
	Iteration 42Q: 3 clusters Score -250987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -250989.125000 Penalty: 2742.961182
	Iteration 43Q: 3 clusters Score -250989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -250990.437500 Penalty: 2742.961182
	Iteration 44Q: 3 clusters Score -250990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -250991.656250 Penalty: 2742.961182
	Iteration 45Q: 3 clusters Score -250991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -250992.859375 Penalty: 2742.961182
	Iteration 46Q: 3 clusters Score -250992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -250993.140625 Penalty: 2742.961182
	Iteration 47Q: 3 clusters Score -250993.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -250993.093750 Penalty: 2742.961182
	Iteration 48Q: 3 clusters Score -250993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -250993.093750 Penalty: 2742.961182
	Iteration 49F: 3 clusters Score -250993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -81213.000000 Penalty: 1223.004028
	Iteration 0F: 2 clusters Score -81213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -79251.835938 Penalty: 2446.008057
	Iteration 0F: 3 clusters Score -79251.84 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -79794.109375 Penalty: 2446.008057
	Iteration 1F: 3 clusters Score -79794.11 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -80025.570312 Penalty: 2446.008057
	Iteration 2F: 3 clusters Score -80025.57 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -80206.484375 Penalty: 2446.008057
	Iteration 3F: 3 clusters Score -80206.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -80338.750000 Penalty: 2446.008057
	Iteration 4F: 3 clusters Score -80338.75 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -80441.562500 Penalty: 2446.008057
	Iteration 5Q: 3 clusters Score -80441.56 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -80499.914062 Penalty: 2446.008057
	Iteration 6Q: 3 clusters Score -80499.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -80530.875000 Penalty: 2446.008057
	Iteration 7Q: 3 clusters Score -80530.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -80553.140625 Penalty: 2446.008057
	Iteration 8Q: 3 clusters Score -80553.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -80565.492188 Penalty: 2446.008057
	Iteration 9Q: 3 clusters Score -80565.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -80570.679688 Penalty: 2446.008057
	Iteration 10Q: 3 clusters Score -80570.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -80572.835938 Penalty: 2446.008057
	Iteration 11Q: 3 clusters Score -80572.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -80573.304688 Penalty: 2446.008057
	Iteration 12Q: 3 clusters Score -80573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -80573.304688 Penalty: 2446.008057
	Iteration 13F: 3 clusters Score -80573.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -231236.671875 Penalty: 1345.368408
	Iteration 0F: 2 clusters Score -231236.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -227874.593750 Penalty: 2690.736816
	Iteration 0F: 3 clusters Score -227874.6 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -228708.984375 Penalty: 2690.736816
	Iteration 1F: 3 clusters Score -228709 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -228867.078125 Penalty: 2690.736816
	Iteration 2F: 3 clusters Score -228867.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -228962.656250 Penalty: 2690.736816
	Iteration 3Q: 3 clusters Score -228962.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -229036.296875 Penalty: 2690.736816
	Iteration 4Q: 3 clusters Score -229036.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -229108.281250 Penalty: 2690.736816
	Iteration 5Q: 3 clusters Score -229108.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -229198.343750 Penalty: 2690.736816
	Iteration 6Q: 3 clusters Score -229198.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -229293.609375 Penalty: 2690.736816
	Iteration 7Q: 3 clusters Score -229293.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -229410.046875 Penalty: 2690.736816
	Iteration 8Q: 3 clusters Score -229410 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -229530.906250 Penalty: 2690.736816
	Iteration 9Q: 3 clusters Score -229530.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -229673.218750 Penalty: 2690.736816
	Iteration 10Q: 3 clusters Score -229673.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -229843.062500 Penalty: 2690.736816
	Iteration 11Q: 3 clusters Score -229843.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -229995.890625 Penalty: 2690.736816
	Iteration 12Q: 3 clusters Score -229995.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -230156.796875 Penalty: 2690.736816
	Iteration 13Q: 3 clusters Score -230156.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -230280.093750 Penalty: 2690.736816
	Iteration 14Q: 3 clusters Score -230280.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -230358.578125 Penalty: 2690.736816
	Iteration 15Q: 3 clusters Score -230358.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -230417.125000 Penalty: 2690.736816
	Iteration 16Q: 3 clusters Score -230417.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -230460.171875 Penalty: 2690.736816
	Iteration 17Q: 3 clusters Score -230460.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -230483.093750 Penalty: 2690.736816
	Iteration 18Q: 3 clusters Score -230483.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -230496.109375 Penalty: 2690.736816
	Iteration 19Q: 3 clusters Score -230496.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -230501.234375 Penalty: 2690.736816
	Iteration 20F: 3 clusters Score -230501.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -230505.734375 Penalty: 2690.736816
	Iteration 21Q: 3 clusters Score -230505.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -230509.484375 Penalty: 2690.736816
	Iteration 22Q: 3 clusters Score -230509.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -230512.390625 Penalty: 2690.736816
	Iteration 23Q: 3 clusters Score -230512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -230513.765625 Penalty: 2690.736816
	Iteration 24Q: 3 clusters Score -230513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -230514.546875 Penalty: 2690.736816
	Iteration 25Q: 3 clusters Score -230514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -230515.156250 Penalty: 2690.736816
	Iteration 26Q: 3 clusters Score -230515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -230515.359375 Penalty: 2690.736816
	Iteration 27Q: 3 clusters Score -230515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -230515.796875 Penalty: 2690.736816
	Iteration 28Q: 3 clusters Score -230515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -230516.187500 Penalty: 2690.736816
	Iteration 29Q: 3 clusters Score -230516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -230516.187500 Penalty: 2690.736816
	Iteration 30F: 3 clusters Score -230516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -47291.488281 Penalty: 1106.827271
	Iteration 0F: 2 clusters Score -47291.49 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 479 members 
Entering Unmasked Estep 
Score: -45911.066406 Penalty: 2213.654541
	Iteration 0F: 3 clusters Score -45911.07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46182.382812 Penalty: 2213.654541
	Iteration 1F: 3 clusters Score -46182.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -46295.437500 Penalty: 2213.654541
	Iteration 2F: 3 clusters Score -46295.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -46354.988281 Penalty: 2213.654541
	Iteration 3Q: 3 clusters Score -46354.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -46385.500000 Penalty: 2213.654541
	Iteration 4Q: 3 clusters Score -46385.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -46402.722656 Penalty: 2213.654541
	Iteration 5Q: 3 clusters Score -46402.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -46409.230469 Penalty: 2213.654541
	Iteration 6Q: 3 clusters Score -46409.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -46412.058594 Penalty: 2213.654541
	Iteration 7Q: 3 clusters Score -46412.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -46415.582031 Penalty: 2213.654541
	Iteration 8Q: 3 clusters Score -46415.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -46417.484375 Penalty: 2213.654541
	Iteration 9Q: 3 clusters Score -46417.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -46424.878906 Penalty: 2213.654541
	Iteration 10Q: 3 clusters Score -46424.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -46432.625000 Penalty: 2213.654541
	Iteration 11Q: 3 clusters Score -46432.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -46440.765625 Penalty: 2213.654541
	Iteration 12Q: 3 clusters Score -46440.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -46446.941406 Penalty: 2213.654541
	Iteration 13Q: 3 clusters Score -46446.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -46446.941406 Penalty: 2213.654541
	Iteration 14F: 3 clusters Score -46446.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -133918.265625 Penalty: 1283.431519
	Iteration 0F: 2 clusters Score -133918.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -131350.328125 Penalty: 2566.863037
	Iteration 0F: 3 clusters Score -131350.3 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -132002.265625 Penalty: 2566.863037
	Iteration 1F: 3 clusters Score -132002.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -132165.546875 Penalty: 2566.863037
	Iteration 2F: 3 clusters Score -132165.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -132252.171875 Penalty: 2566.863037
	Iteration 3F: 3 clusters Score -132252.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -132322.093750 Penalty: 2566.863037
	Iteration 4Q: 3 clusters Score -132322.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -132379.593750 Penalty: 2566.863037
	Iteration 5Q: 3 clusters Score -132379.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -132421.453125 Penalty: 2566.863037
	Iteration 6Q: 3 clusters Score -132421.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -132459.015625 Penalty: 2566.863037
	Iteration 7Q: 3 clusters Score -132459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -132487.953125 Penalty: 2566.863037
	Iteration 8Q: 3 clusters Score -132488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -132514.015625 Penalty: 2566.863037
	Iteration 9Q: 3 clusters Score -132514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -132541.890625 Penalty: 2566.863037
	Iteration 10Q: 3 clusters Score -132541.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -132566.796875 Penalty: 2566.863037
	Iteration 11Q: 3 clusters Score -132566.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -132585.421875 Penalty: 2566.863037
	Iteration 12Q: 3 clusters Score -132585.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -132604.375000 Penalty: 2566.863037
	Iteration 13Q: 3 clusters Score -132604.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -132630.640625 Penalty: 2566.863037
	Iteration 14Q: 3 clusters Score -132630.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -132649.437500 Penalty: 2566.863037
	Iteration 15Q: 3 clusters Score -132649.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -132669.750000 Penalty: 2566.863037
	Iteration 16Q: 3 clusters Score -132669.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -132690.656250 Penalty: 2566.863037
	Iteration 17Q: 3 clusters Score -132690.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -132705.875000 Penalty: 2566.863037
	Iteration 18Q: 3 clusters Score -132705.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -132718.656250 Penalty: 2566.863037
	Iteration 19Q: 3 clusters Score -132718.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -132728.484375 Penalty: 2566.863037
	Iteration 20F: 3 clusters Score -132728.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -132735.109375 Penalty: 2566.863037
	Iteration 21Q: 3 clusters Score -132735.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -132739.031250 Penalty: 2566.863037
	Iteration 22Q: 3 clusters Score -132739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -132746.625000 Penalty: 2566.863037
	Iteration 23Q: 3 clusters Score -132746.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -132757.546875 Penalty: 2566.863037
	Iteration 24Q: 3 clusters Score -132757.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -132769.156250 Penalty: 2566.863037
	Iteration 25Q: 3 clusters Score -132769.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -132784.828125 Penalty: 2566.863037
	Iteration 26Q: 3 clusters Score -132784.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -132800.921875 Penalty: 2566.863037
	Iteration 27Q: 3 clusters Score -132800.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -132816.984375 Penalty: 2566.863037
	Iteration 28Q: 3 clusters Score -132817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -132834.750000 Penalty: 2566.863037
	Iteration 29Q: 3 clusters Score -132834.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -132846.750000 Penalty: 2566.863037
	Iteration 30Q: 3 clusters Score -132846.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -132859.906250 Penalty: 2566.863037
	Iteration 31Q: 3 clusters Score -132859.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -132873.765625 Penalty: 2566.863037
	Iteration 32Q: 3 clusters Score -132873.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -132882.984375 Penalty: 2566.863037
	Iteration 33Q: 3 clusters Score -132883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -132893.734375 Penalty: 2566.863037
	Iteration 34Q: 3 clusters Score -132893.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -132903.500000 Penalty: 2566.863037
	Iteration 35Q: 3 clusters Score -132903.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -132913.750000 Penalty: 2566.863037
	Iteration 36Q: 3 clusters Score -132913.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -132921.281250 Penalty: 2566.863037
	Iteration 37Q: 3 clusters Score -132921.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -132926.406250 Penalty: 2566.863037
	Iteration 38Q: 3 clusters Score -132926.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -132932.906250 Penalty: 2566.863037
	Iteration 39Q: 3 clusters Score -132932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -132942.125000 Penalty: 2566.863037
	Iteration 40F: 3 clusters Score -132942.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -132950.812500 Penalty: 2566.863037
	Iteration 41Q: 3 clusters Score -132950.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -132959.640625 Penalty: 2566.863037
	Iteration 42Q: 3 clusters Score -132959.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -132971.078125 Penalty: 2566.863037
	Iteration 43Q: 3 clusters Score -132971.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132982.828125 Penalty: 2566.863037
	Iteration 44Q: 3 clusters Score -132982.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -132994.453125 Penalty: 2566.863037
	Iteration 45Q: 3 clusters Score -132994.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133003.296875 Penalty: 2566.863037
	Iteration 46Q: 3 clusters Score -133003.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133010.671875 Penalty: 2566.863037
	Iteration 47Q: 3 clusters Score -133010.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133016.656250 Penalty: 2566.863037
	Iteration 48Q: 3 clusters Score -133016.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133021.093750 Penalty: 2566.863037
	Iteration 49Q: 3 clusters Score -133021.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133025.640625 Penalty: 2566.863037
	Iteration 50Q: 3 clusters Score -133025.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133030.265625 Penalty: 2566.863037
	Iteration 51Q: 3 clusters Score -133030.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133032.609375 Penalty: 2566.863037
	Iteration 52Q: 3 clusters Score -133032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133037.343750 Penalty: 2566.863037
	Iteration 53Q: 3 clusters Score -133037.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -133043.812500 Penalty: 2566.863037
	Iteration 54Q: 3 clusters Score -133043.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -133050.921875 Penalty: 2566.863037
	Iteration 55Q: 3 clusters Score -133050.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133056.968750 Penalty: 2566.863037
	Iteration 56Q: 3 clusters Score -133057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133068.843750 Penalty: 2566.863037
	Iteration 57Q: 3 clusters Score -133068.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133074.437500 Penalty: 2566.863037
	Iteration 58Q: 3 clusters Score -133074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -133078.203125 Penalty: 2566.863037
	Iteration 59Q: 3 clusters Score -133078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -133079.656250 Penalty: 2566.863037
	Iteration 60F: 3 clusters Score -133079.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -133082.875000 Penalty: 2566.863037
	Iteration 61Q: 3 clusters Score -133082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133083.953125 Penalty: 2566.863037
	Iteration 62Q: 3 clusters Score -133084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133085.046875 Penalty: 2566.863037
	Iteration 63Q: 3 clusters Score -133085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133086.890625 Penalty: 2566.863037
	Iteration 64Q: 3 clusters Score -133086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -133087.468750 Penalty: 2566.863037
	Iteration 65Q: 3 clusters Score -133087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133087.765625 Penalty: 2566.863037
	Iteration 66Q: 3 clusters Score -133087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -133088.375000 Penalty: 2566.863037
	Iteration 67Q: 3 clusters Score -133088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133088.750000 Penalty: 2566.863037
	Iteration 68Q: 3 clusters Score -133088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133088.906250 Penalty: 2566.863037
	Iteration 69Q: 3 clusters Score -133088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133089.312500 Penalty: 2566.863037
	Iteration 70Q: 3 clusters Score -133089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133089.312500 Penalty: 2566.863037
	Iteration 71F: 3 clusters Score -133089.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Entering Unmasked Estep 
Score: -503972.906250 Penalty: 1477.998901
	Iteration 0F: 2 clusters Score -503972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -497558.968750 Penalty: 2955.997803
	Iteration 0F: 3 clusters Score -497559 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -499457.312500 Penalty: 2955.997803
	Iteration 1F: 3 clusters Score -499457.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -499711.437500 Penalty: 2955.997803
	Iteration 2F: 3 clusters Score -499711.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -499956.187500 Penalty: 2955.997803
	Iteration 3F: 3 clusters Score -499956.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -500191.656250 Penalty: 2955.997803
	Iteration 4F: 3 clusters Score -500191.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -500433.531250 Penalty: 2955.997803
	Iteration 5Q: 3 clusters Score -500433.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -500695.500000 Penalty: 2955.997803
	Iteration 6Q: 3 clusters Score -500695.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -500986.656250 Penalty: 2955.997803
	Iteration 7F: 3 clusters Score -500986.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -501225.750000 Penalty: 2955.997803
	Iteration 8Q: 3 clusters Score -501225.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -501427.750000 Penalty: 2955.997803
	Iteration 9Q: 3 clusters Score -501427.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -501558.312500 Penalty: 2955.997803
	Iteration 10Q: 3 clusters Score -501558.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -501665.750000 Penalty: 2955.997803
	Iteration 11Q: 3 clusters Score -501665.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -501786.125000 Penalty: 2955.997803
	Iteration 12Q: 3 clusters Score -501786.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -501923.531250 Penalty: 2955.997803
	Iteration 13Q: 3 clusters Score -501923.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -502076.343750 Penalty: 2955.997803
	Iteration 14Q: 3 clusters Score -502076.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -502213.500000 Penalty: 2955.997803
	Iteration 15Q: 3 clusters Score -502213.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -502317.937500 Penalty: 2955.997803
	Iteration 16Q: 3 clusters Score -502317.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -502395.718750 Penalty: 2955.997803
	Iteration 17Q: 3 clusters Score -502395.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -502435.250000 Penalty: 2955.997803
	Iteration 18Q: 3 clusters Score -502435.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -502465.312500 Penalty: 2955.997803
	Iteration 19Q: 3 clusters Score -502465.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -502486.437500 Penalty: 2955.997803
	Iteration 20F: 3 clusters Score -502486.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -502505.187500 Penalty: 2955.997803
	Iteration 21Q: 3 clusters Score -502505.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -502520.281250 Penalty: 2955.997803
	Iteration 22Q: 3 clusters Score -502520.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -502532.531250 Penalty: 2955.997803
	Iteration 23Q: 3 clusters Score -502532.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -502540.750000 Penalty: 2955.997803
	Iteration 24Q: 3 clusters Score -502540.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -502550.312500 Penalty: 2955.997803
	Iteration 25Q: 3 clusters Score -502550.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -502561.593750 Penalty: 2955.997803
	Iteration 26Q: 3 clusters Score -502561.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -502568.125000 Penalty: 2955.997803
	Iteration 27Q: 3 clusters Score -502568.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -502576.343750 Penalty: 2955.997803
	Iteration 28Q: 3 clusters Score -502576.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -502581.000000 Penalty: 2955.997803
	Iteration 29Q: 3 clusters Score -502581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -502586.250000 Penalty: 2955.997803
	Iteration 30Q: 3 clusters Score -502586.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -502590.656250 Penalty: 2955.997803
	Iteration 31Q: 3 clusters Score -502590.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -502594.468750 Penalty: 2955.997803
	Iteration 32Q: 3 clusters Score -502594.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -502597.062500 Penalty: 2955.997803
	Iteration 33Q: 3 clusters Score -502597.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -502599.281250 Penalty: 2955.997803
	Iteration 34Q: 3 clusters Score -502599.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -502600.906250 Penalty: 2955.997803
	Iteration 35Q: 3 clusters Score -502600.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -502603.781250 Penalty: 2955.997803
	Iteration 36Q: 3 clusters Score -502603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -502605.718750 Penalty: 2955.997803
	Iteration 37Q: 3 clusters Score -502605.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -502606.906250 Penalty: 2955.997803
	Iteration 38Q: 3 clusters Score -502606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -502607.937500 Penalty: 2955.997803
	Iteration 39Q: 3 clusters Score -502607.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -502608.875000 Penalty: 2955.997803
	Iteration 40F: 3 clusters Score -502608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -502609.406250 Penalty: 2955.997803
	Iteration 41Q: 3 clusters Score -502609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -502611.281250 Penalty: 2955.997803
	Iteration 42Q: 3 clusters Score -502611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -502612.937500 Penalty: 2955.997803
	Iteration 43Q: 3 clusters Score -502612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -502611.781250 Penalty: 2955.997803
	Iteration 44Q: 3 clusters Score -502611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -502612.187500 Penalty: 2955.997803
	Iteration 45Q: 3 clusters Score -502612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -502612.562500 Penalty: 2955.997803
	Iteration 46Q: 3 clusters Score -502612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -502612.562500 Penalty: 2955.997803
	Iteration 47F: 3 clusters Score -502612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -56574.355469 Penalty: 1136.812012
	Iteration 0F: 2 clusters Score -56574.36 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 541 members 
Entering Unmasked Estep 
Score: -55097.191406 Penalty: 2273.624023
	Iteration 0F: 3 clusters Score -55097.19 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -55346.445312 Penalty: 2273.624023
	Iteration 1F: 3 clusters Score -55346.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -55430.964844 Penalty: 2273.624023
	Iteration 2F: 3 clusters Score -55430.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -55469.253906 Penalty: 2273.624023
	Iteration 3Q: 3 clusters Score -55469.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -55487.082031 Penalty: 2273.624023
	Iteration 4Q: 3 clusters Score -55487.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -55508.023438 Penalty: 2273.624023
	Iteration 5Q: 3 clusters Score -55508.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -55538.839844 Penalty: 2273.624023
	Iteration 6Q: 3 clusters Score -55538.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -55559.289062 Penalty: 2273.624023
	Iteration 7Q: 3 clusters Score -55559.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -55568.535156 Penalty: 2273.624023
	Iteration 8Q: 3 clusters Score -55568.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -55582.894531 Penalty: 2273.624023
	Iteration 9Q: 3 clusters Score -55582.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -55602.929688 Penalty: 2273.624023
	Iteration 10Q: 3 clusters Score -55602.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -55609.714844 Penalty: 2273.624023
	Iteration 11Q: 3 clusters Score -55609.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -55616.218750 Penalty: 2273.624023
	Iteration 12Q: 3 clusters Score -55616.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -55621.953125 Penalty: 2273.624023
	Iteration 13Q: 3 clusters Score -55621.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -55631.484375 Penalty: 2273.624023
	Iteration 14Q: 3 clusters Score -55631.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -55641.414062 Penalty: 2273.624023
	Iteration 15Q: 3 clusters Score -55641.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -55654.246094 Penalty: 2273.624023
	Iteration 16Q: 3 clusters Score -55654.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -55661.082031 Penalty: 2273.624023
	Iteration 17Q: 3 clusters Score -55661.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -55686.093750 Penalty: 2273.624023
	Iteration 18Q: 3 clusters Score -55686.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -55695.457031 Penalty: 2273.624023
	Iteration 19Q: 3 clusters Score -55695.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -55702.554688 Penalty: 2273.624023
	Iteration 20F: 3 clusters Score -55702.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -55709.808594 Penalty: 2273.624023
	Iteration 21Q: 3 clusters Score -55709.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -55716.613281 Penalty: 2273.624023
	Iteration 22Q: 3 clusters Score -55716.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -55721.652344 Penalty: 2273.624023
	Iteration 23Q: 3 clusters Score -55721.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -55727.242188 Penalty: 2273.624023
	Iteration 24Q: 3 clusters Score -55727.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -55732.230469 Penalty: 2273.624023
	Iteration 25Q: 3 clusters Score -55732.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -55738.710938 Penalty: 2273.624023
	Iteration 26Q: 3 clusters Score -55738.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -55745.285156 Penalty: 2273.624023
	Iteration 27Q: 3 clusters Score -55745.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -55757.363281 Penalty: 2273.624023
	Iteration 28Q: 3 clusters Score -55757.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -55776.476562 Penalty: 2273.624023
	Iteration 29Q: 3 clusters Score -55776.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -55791.835938 Penalty: 2273.624023
	Iteration 30Q: 3 clusters Score -55791.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -55814.222656 Penalty: 2273.624023
	Iteration 31Q: 3 clusters Score -55814.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -55840.277344 Penalty: 2273.624023
	Iteration 32Q: 3 clusters Score -55840.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -55857.648438 Penalty: 2273.624023
	Iteration 33Q: 3 clusters Score -55857.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -55868.382812 Penalty: 2273.624023
	Iteration 34Q: 3 clusters Score -55868.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -55874.496094 Penalty: 2273.624023
	Iteration 35Q: 3 clusters Score -55874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -55881.343750 Penalty: 2273.624023
	Iteration 36Q: 3 clusters Score -55881.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -55886.890625 Penalty: 2273.624023
	Iteration 37Q: 3 clusters Score -55886.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -55890.511719 Penalty: 2273.624023
	Iteration 38Q: 3 clusters Score -55890.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -55893.785156 Penalty: 2273.624023
	Iteration 39Q: 3 clusters Score -55893.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -55897.195312 Penalty: 2273.624023
	Iteration 40F: 3 clusters Score -55897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -55900.246094 Penalty: 2273.624023
	Iteration 41Q: 3 clusters Score -55900.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -55904.179688 Penalty: 2273.624023
	Iteration 42Q: 3 clusters Score -55904.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -55910.457031 Penalty: 2273.624023
	Iteration 43Q: 3 clusters Score -55910.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -55915.714844 Penalty: 2273.624023
	Iteration 44Q: 3 clusters Score -55915.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -55919.066406 Penalty: 2273.624023
	Iteration 45Q: 3 clusters Score -55919.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -55919.953125 Penalty: 2273.624023
	Iteration 46Q: 3 clusters Score -55919.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -55922.667969 Penalty: 2273.624023
	Iteration 47Q: 3 clusters Score -55922.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -55925.023438 Penalty: 2273.624023
	Iteration 48Q: 3 clusters Score -55925.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -55929.054688 Penalty: 2273.624023
	Iteration 49Q: 3 clusters Score -55929.05 nChanged 2
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: -55931.914062 Penalty: 2273.624023
	Iteration 50Q: 3 clusters Score -55931.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -55936.167969 Penalty: 2273.624023
	Iteration 51Q: 3 clusters Score -55936.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -55940.519531 Penalty: 2273.624023
	Iteration 52Q: 3 clusters Score -55940.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -55946.902344 Penalty: 2273.624023
	Iteration 53Q: 3 clusters Score -55946.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -55955.753906 Penalty: 2273.624023
	Iteration 54Q: 3 clusters Score -55955.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -55965.027344 Penalty: 2273.624023
	Iteration 55Q: 3 clusters Score -55965.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -55967.925781 Penalty: 2273.624023
	Iteration 56Q: 3 clusters Score -55967.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -55969.843750 Penalty: 2273.624023
	Iteration 57Q: 3 clusters Score -55969.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -55969.843750 Penalty: 2273.624023
	Iteration 58F: 3 clusters Score -55969.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -275498.062500 Penalty: 1376.595703
	Iteration 0F: 2 clusters Score -275498.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -271649.937500 Penalty: 2753.191406
	Iteration 0F: 3 clusters Score -271649.9 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -272689.718750 Penalty: 2753.191406
	Iteration 1F: 3 clusters Score -272689.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -272894.687500 Penalty: 2753.191406
	Iteration 2F: 3 clusters Score -272894.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -273098.625000 Penalty: 2753.191406
	Iteration 3F: 3 clusters Score -273098.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -273308.125000 Penalty: 2753.191406
	Iteration 4F: 3 clusters Score -273308.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -273556.281250 Penalty: 2753.191406
	Iteration 5F: 3 clusters Score -273556.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -273809.093750 Penalty: 2753.191406
	Iteration 6F: 3 clusters Score -273809.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -274011.406250 Penalty: 2753.191406
	Iteration 7F: 3 clusters Score -274011.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -274149.500000 Penalty: 2753.191406
	Iteration 8Q: 3 clusters Score -274149.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -274246.093750 Penalty: 2753.191406
	Iteration 9Q: 3 clusters Score -274246.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -274314.937500 Penalty: 2753.191406
	Iteration 10Q: 3 clusters Score -274314.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -274373.031250 Penalty: 2753.191406
	Iteration 11Q: 3 clusters Score -274373 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -274423.593750 Penalty: 2753.191406
	Iteration 12Q: 3 clusters Score -274423.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -274454.031250 Penalty: 2753.191406
	Iteration 13Q: 3 clusters Score -274454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -274481.937500 Penalty: 2753.191406
	Iteration 14Q: 3 clusters Score -274481.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -274514.125000 Penalty: 2753.191406
	Iteration 15Q: 3 clusters Score -274514.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -274543.843750 Penalty: 2753.191406
	Iteration 16Q: 3 clusters Score -274543.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -274566.625000 Penalty: 2753.191406
	Iteration 17Q: 3 clusters Score -274566.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -274584.406250 Penalty: 2753.191406
	Iteration 18Q: 3 clusters Score -274584.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -274600.656250 Penalty: 2753.191406
	Iteration 19Q: 3 clusters Score -274600.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -274618.937500 Penalty: 2753.191406
	Iteration 20F: 3 clusters Score -274618.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -274637.156250 Penalty: 2753.191406
	Iteration 21Q: 3 clusters Score -274637.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -274659.125000 Penalty: 2753.191406
	Iteration 22Q: 3 clusters Score -274659.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -274673.062500 Penalty: 2753.191406
	Iteration 23Q: 3 clusters Score -274673.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -274687.281250 Penalty: 2753.191406
	Iteration 24Q: 3 clusters Score -274687.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -274701.468750 Penalty: 2753.191406
	Iteration 25Q: 3 clusters Score -274701.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -274717.875000 Penalty: 2753.191406
	Iteration 26Q: 3 clusters Score -274717.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -274731.218750 Penalty: 2753.191406
	Iteration 27Q: 3 clusters Score -274731.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -274742.250000 Penalty: 2753.191406
	Iteration 28Q: 3 clusters Score -274742.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -274760.750000 Penalty: 2753.191406
	Iteration 29Q: 3 clusters Score -274760.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -274780.562500 Penalty: 2753.191406
	Iteration 30Q: 3 clusters Score -274780.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -274799.500000 Penalty: 2753.191406
	Iteration 31Q: 3 clusters Score -274799.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -274813.000000 Penalty: 2753.191406
	Iteration 32Q: 3 clusters Score -274813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -274825.125000 Penalty: 2753.191406
	Iteration 33Q: 3 clusters Score -274825.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -274837.906250 Penalty: 2753.191406
	Iteration 34Q: 3 clusters Score -274837.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -274850.000000 Penalty: 2753.191406
	Iteration 35Q: 3 clusters Score -274850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -274860.531250 Penalty: 2753.191406
	Iteration 36Q: 3 clusters Score -274860.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -274870.031250 Penalty: 2753.191406
	Iteration 37Q: 3 clusters Score -274870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -274876.750000 Penalty: 2753.191406
	Iteration 38Q: 3 clusters Score -274876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -274878.906250 Penalty: 2753.191406
	Iteration 39Q: 3 clusters Score -274878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -274881.093750 Penalty: 2753.191406
	Iteration 40F: 3 clusters Score -274881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -274884.843750 Penalty: 2753.191406
	Iteration 41Q: 3 clusters Score -274884.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -274889.656250 Penalty: 2753.191406
	Iteration 42Q: 3 clusters Score -274889.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -274895.718750 Penalty: 2753.191406
	Iteration 43Q: 3 clusters Score -274895.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -274899.875000 Penalty: 2753.191406
	Iteration 44Q: 3 clusters Score -274899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -274903.468750 Penalty: 2753.191406
	Iteration 45Q: 3 clusters Score -274903.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -274905.718750 Penalty: 2753.191406
	Iteration 46Q: 3 clusters Score -274905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -274908.468750 Penalty: 2753.191406
	Iteration 47Q: 3 clusters Score -274908.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -274910.312500 Penalty: 2753.191406
	Iteration 48Q: 3 clusters Score -274910.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -274914.343750 Penalty: 2753.191406
	Iteration 49Q: 3 clusters Score -274914.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -274917.312500 Penalty: 2753.191406
	Iteration 50Q: 3 clusters Score -274917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -274918.000000 Penalty: 2753.191406
	Iteration 51Q: 3 clusters Score -274918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -274920.250000 Penalty: 2753.191406
	Iteration 52Q: 3 clusters Score -274920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -274922.375000 Penalty: 2753.191406
	Iteration 53Q: 3 clusters Score -274922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -274922.593750 Penalty: 2753.191406
	Iteration 54Q: 3 clusters Score -274922.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -274925.250000 Penalty: 2753.191406
	Iteration 55Q: 3 clusters Score -274925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -274929.093750 Penalty: 2753.191406
	Iteration 56Q: 3 clusters Score -274929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -274932.718750 Penalty: 2753.191406
	Iteration 57Q: 3 clusters Score -274932.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -274938.031250 Penalty: 2753.191406
	Iteration 58Q: 3 clusters Score -274938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -274941.468750 Penalty: 2753.191406
	Iteration 59Q: 3 clusters Score -274941.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -274945.562500 Penalty: 2753.191406
	Iteration 60F: 3 clusters Score -274945.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -274950.656250 Penalty: 2753.191406
	Iteration 61Q: 3 clusters Score -274950.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -274956.312500 Penalty: 2753.191406
	Iteration 62Q: 3 clusters Score -274956.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -274964.656250 Penalty: 2753.191406
	Iteration 63Q: 3 clusters Score -274964.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -274977.687500 Penalty: 2753.191406
	Iteration 64Q: 3 clusters Score -274977.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -274989.093750 Penalty: 2753.191406
	Iteration 65Q: 3 clusters Score -274989.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -274996.687500 Penalty: 2753.191406
	Iteration 66Q: 3 clusters Score -274996.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -275002.500000 Penalty: 2753.191406
	Iteration 67Q: 3 clusters Score -275002.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -275006.156250 Penalty: 2753.191406
	Iteration 68Q: 3 clusters Score -275006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -275007.468750 Penalty: 2753.191406
	Iteration 69Q: 3 clusters Score -275007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -275008.718750 Penalty: 2753.191406
	Iteration 70Q: 3 clusters Score -275008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -275009.312500 Penalty: 2753.191406
	Iteration 71Q: 3 clusters Score -275009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -275012.250000 Penalty: 2753.191406
	Iteration 72Q: 3 clusters Score -275012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -275012.125000 Penalty: 2753.191406
	Iteration 73Q: 3 clusters Score -275012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -275012.937500 Penalty: 2753.191406
	Iteration 74Q: 3 clusters Score -275012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -275013.593750 Penalty: 2753.191406
	Iteration 75Q: 3 clusters Score -275013.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -275013.687500 Penalty: 2753.191406
	Iteration 76Q: 3 clusters Score -275013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -275014.031250 Penalty: 2753.191406
	Iteration 77Q: 3 clusters Score -275014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -275014.218750 Penalty: 2753.191406
	Iteration 78Q: 3 clusters Score -275014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -275014.218750 Penalty: 2753.191406
	Iteration 79F: 3 clusters Score -275014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -130494.812500 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -130494.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -128020.601562 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -128020.6 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -128785.648438 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -128785.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -129019.906250 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -129019.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -129149.187500 Penalty: 2582.420654
	Iteration 3F: 3 clusters Score -129149.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -129226.046875 Penalty: 2582.420654
	Iteration 4Q: 3 clusters Score -129226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -129276.867188 Penalty: 2582.420654
	Iteration 5Q: 3 clusters Score -129276.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -129319.101562 Penalty: 2582.420654
	Iteration 6Q: 3 clusters Score -129319.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -129346.726562 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -129346.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -129378.203125 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -129378.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -129407.453125 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -129407.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -129438.945312 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -129438.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -129472.203125 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -129472.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -129495.445312 Penalty: 2582.420654
	Iteration 12Q: 3 clusters Score -129495.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -129514.554688 Penalty: 2582.420654
	Iteration 13Q: 3 clusters Score -129514.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -129529.257812 Penalty: 2582.420654
	Iteration 14Q: 3 clusters Score -129529.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -129541.742188 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -129541.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -129553.921875 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -129553.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -129563.093750 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -129563.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -129572.875000 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -129572.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -129581.046875 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -129581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -129587.203125 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -129587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129589.359375 Penalty: 2582.420654
	Iteration 21Q: 3 clusters Score -129589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129590.703125 Penalty: 2582.420654
	Iteration 22Q: 3 clusters Score -129590.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -129592.007812 Penalty: 2582.420654
	Iteration 23Q: 3 clusters Score -129592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -129592.445312 Penalty: 2582.420654
	Iteration 24Q: 3 clusters Score -129592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129593.242188 Penalty: 2582.420654
	Iteration 25Q: 3 clusters Score -129593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129593.625000 Penalty: 2582.420654
	Iteration 26Q: 3 clusters Score -129593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -129594.085938 Penalty: 2582.420654
	Iteration 27Q: 3 clusters Score -129594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -129594.304688 Penalty: 2582.420654
	Iteration 28Q: 3 clusters Score -129594.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -129594.304688 Penalty: 2582.420654
	Iteration 29F: 3 clusters Score -129594.3 nChanged 0
--- Evaluating fit on full set of 1870603 points ---
Entering Unmasked Estep 
Score: -102523912.000000 Penalty: 72750.421875
21->32 Clusters: Score -102523912.000000, best is -102480312.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 623534 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 29763 members 
Mstep: Class 3 contains 30090 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 29780 members 
Mstep: Class 6 contains 29984 members 
Mstep: Class 7 contains 29680 members 
Mstep: Class 8 contains 29291 members 
Mstep: Class 9 contains 29920 members 
Mstep: Class 10 contains 29561 members 
Mstep: Class 11 contains 29892 members 
Mstep: Class 12 contains 29559 members 
Mstep: Class 13 contains 29814 members 
Mstep: Class 14 contains 29703 members 
Mstep: Class 15 contains 29742 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 29712 members 
Mstep: Class 18 contains 29636 members 
Mstep: Class 19 contains 29728 members 
Mstep: Class 20 contains 29562 members 
Mstep: Class 21 contains 29488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 593.658569 but Gain 2168.261719
Score: -31114840.000000 Penalty: 43365.265625
Iteration 0F: 21 clusters Score -3.111484e+07 nChanged 588717
Entering Unmasked Mstep 
Mstep: Class 0 contains 605 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 27416 members 
Mstep: Class 3 contains 55032 members 
Mstep: Class 4 contains 18126 members 
Mstep: Class 5 contains 34863 members 
Mstep: Class 6 contains 42936 members 
Mstep: Class 7 contains 22749 members 
Mstep: Class 8 contains 18850 members 
Mstep: Class 9 contains 30163 members 
Mstep: Class 10 contains 34605 members 
Mstep: Class 11 contains 32343 members 
Mstep: Class 12 contains 17160 members 
Mstep: Class 13 contains 38468 members 
Mstep: Class 14 contains 18277 members 
Mstep: Class 15 contains 52785 members 
Mstep: Class 16 contains 29992 members 
Mstep: Class 17 contains 34828 members 
Mstep: Class 18 contains 33237 members 
Mstep: Class 20 contains 36043 members 
Mstep: Class 21 contains 17799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32951860.000000 Penalty: 43365.265625
Iteration 1F: 21 clusters Score -3.295186e+07 nChanged 209614
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 25268 members 
Mstep: Class 3 contains 69758 members 
Mstep: Class 4 contains 16487 members 
Mstep: Class 5 contains 29236 members 
Mstep: Class 6 contains 35283 members 
Mstep: Class 7 contains 15368 members 
Mstep: Class 8 contains 11495 members 
Mstep: Class 9 contains 27557 members 
Mstep: Class 10 contains 38602 members 
Mstep: Class 11 contains 31677 members 
Mstep: Class 12 contains 18301 members 
Mstep: Class 13 contains 37260 members 
Mstep: Class 14 contains 16000 members 
Mstep: Class 15 contains 74943 members 
Mstep: Class 16 contains 23574 members 
Mstep: Class 17 contains 32398 members 
Mstep: Class 18 contains 39609 members 
Mstep: Class 20 contains 36701 members 
Mstep: Class 21 contains 13943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33278642.000000 Penalty: 43365.265625
Iteration 2F: 21 clusters Score -3.327864e+07 nChanged 149110
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 26710 members 
Mstep: Class 3 contains 75049 members 
Mstep: Class 4 contains 17081 members 
Mstep: Class 5 contains 25547 members 
Mstep: Class 6 contains 32849 members 
Mstep: Class 7 contains 10731 members 
Mstep: Class 8 contains 8056 members 
Mstep: Class 9 contains 22900 members 
Mstep: Class 10 contains 39568 members 
Mstep: Class 11 contains 32894 members 
Mstep: Class 12 contains 22032 members 
Mstep: Class 13 contains 33879 members 
Mstep: Class 14 contains 17591 members 
Mstep: Class 15 contains 100420 members 
Mstep: Class 16 contains 19110 members 
Mstep: Class 17 contains 24951 members 
Mstep: Class 18 contains 39756 members 
Mstep: Class 20 contains 34141 members 
Mstep: Class 21 contains 14088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33450770.000000 Penalty: 43365.265625
Iteration 3F: 21 clusters Score -3.345077e+07 nChanged 120858
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 28726 members 
Mstep: Class 3 contains 76281 members 
Mstep: Class 4 contains 17390 members 
Mstep: Class 5 contains 21680 members 
Mstep: Class 6 contains 33148 members 
Mstep: Class 7 contains 7673 members 
Mstep: Class 8 contains 6512 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 39614 members 
Mstep: Class 11 contains 32856 members 
Mstep: Class 12 contains 26232 members 
Mstep: Class 13 contains 28893 members 
Mstep: Class 14 contains 19242 members 
Mstep: Class 15 contains 129607 members 
Mstep: Class 16 contains 14422 members 
Mstep: Class 17 contains 19095 members 
Mstep: Class 18 contains 36486 members 
Mstep: Class 20 contains 31076 members 
Mstep: Class 21 contains 15659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33583764.000000 Penalty: 43365.265625
Iteration 4F: 21 clusters Score -3.358376e+07 nChanged 104057
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 29899 members 
Mstep: Class 3 contains 78511 members 
Mstep: Class 4 contains 17530 members 
Mstep: Class 5 contains 17893 members 
Mstep: Class 6 contains 33642 members 
Mstep: Class 7 contains 5700 members 
Mstep: Class 8 contains 5973 members 
Mstep: Class 9 contains 16074 members 
Mstep: Class 10 contains 39124 members 
Mstep: Class 11 contains 31627 members 
Mstep: Class 12 contains 29879 members 
Mstep: Class 13 contains 22894 members 
Mstep: Class 14 contains 19814 members 
Mstep: Class 15 contains 157462 members 
Mstep: Class 16 contains 10128 members 
Mstep: Class 17 contains 15078 members 
Mstep: Class 18 contains 32694 members 
Mstep: Class 20 contains 28274 members 
Mstep: Class 21 contains 17294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33700236.000000 Penalty: 43365.265625
Iteration 5F: 21 clusters Score -3.370024e+07 nChanged 89638
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 29808 members 
Mstep: Class 3 contains 84366 members 
Mstep: Class 4 contains 17843 members 
Mstep: Class 5 contains 14213 members 
Mstep: Class 6 contains 33099 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 5861 members 
Mstep: Class 9 contains 13516 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 29696 members 
Mstep: Class 12 contains 32561 members 
Mstep: Class 13 contains 17210 members 
Mstep: Class 14 contains 19242 members 
Mstep: Class 15 contains 181028 members 
Mstep: Class 16 contains 6979 members 
Mstep: Class 17 contains 12510 members 
Mstep: Class 18 contains 30159 members 
Mstep: Class 20 contains 26043 members 
Mstep: Class 21 contains 18494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33803588.000000 Penalty: 43365.265625
Iteration 6F: 21 clusters Score -3.380359e+07 nChanged 73809
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 28826 members 
Mstep: Class 3 contains 92305 members 
Mstep: Class 4 contains 18088 members 
Mstep: Class 5 contains 11035 members 
Mstep: Class 6 contains 30986 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 5958 members 
Mstep: Class 9 contains 11092 members 
Mstep: Class 10 contains 33193 members 
Mstep: Class 11 contains 27434 members 
Mstep: Class 12 contains 34034 members 
Mstep: Class 13 contains 13453 members 
Mstep: Class 14 contains 17906 members 
Mstep: Class 15 contains 200585 members 
Mstep: Class 16 contains 5458 members 
Mstep: Class 17 contains 10605 members 
Mstep: Class 18 contains 29510 members 
Mstep: Class 20 contains 24539 members 
Mstep: Class 21 contains 19002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33876296.000000 Penalty: 43365.265625
Iteration 7F: 21 clusters Score -3.38763e+07 nChanged 56756
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 27658 members 
Mstep: Class 3 contains 100018 members 
Mstep: Class 4 contains 18173 members 
Mstep: Class 5 contains 8716 members 
Mstep: Class 6 contains 27876 members 
Mstep: Class 7 contains 3685 members 
Mstep: Class 8 contains 6326 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 28470 members 
Mstep: Class 11 contains 25215 members 
Mstep: Class 12 contains 34118 members 
Mstep: Class 13 contains 11619 members 
Mstep: Class 14 contains 16640 members 
Mstep: Class 15 contains 215784 members 
Mstep: Class 16 contains 4918 members 
Mstep: Class 17 contains 9218 members 
Mstep: Class 18 contains 30290 members 
Mstep: Class 20 contains 23662 members 
Mstep: Class 21 contains 18809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33924492.000000 Penalty: 43365.265625
Iteration 8F: 21 clusters Score -3.392449e+07 nChanged 43736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 26486 members 
Mstep: Class 3 contains 105996 members 
Mstep: Class 4 contains 17934 members 
Mstep: Class 5 contains 7215 members 
Mstep: Class 6 contains 24658 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 7172 members 
Mstep: Class 10 contains 24449 members 
Mstep: Class 11 contains 23291 members 
Mstep: Class 12 contains 33040 members 
Mstep: Class 13 contains 11038 members 
Mstep: Class 14 contains 15955 members 
Mstep: Class 15 contains 227084 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 8202 members 
Mstep: Class 18 contains 32271 members 
Mstep: Class 20 contains 23077 members 
Mstep: Class 21 contains 18133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1700.966309 but Gain 2168.261719
Score: -33959856.000000 Penalty: 41197.003906
Iteration 9F: 20 clusters Score -3.395986e+07 nChanged 36989
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 25275 members 
Mstep: Class 3 contains 110588 members 
Mstep: Class 4 contains 17409 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 22068 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 7543 members 
Mstep: Class 9 contains 6071 members 
Mstep: Class 10 contains 21538 members 
Mstep: Class 11 contains 21731 members 
Mstep: Class 12 contains 31193 members 
Mstep: Class 13 contains 10953 members 
Mstep: Class 14 contains 15703 members 
Mstep: Class 15 contains 236279 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 7429 members 
Mstep: Class 18 contains 35003 members 
Mstep: Class 20 contains 23044 members 
Mstep: Class 21 contains 17169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33988144.000000 Penalty: 41197.003906
Iteration 10F: 20 clusters Score -3.398814e+07 nChanged 29816
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 23980 members 
Mstep: Class 3 contains 113501 members 
Mstep: Class 4 contains 16500 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 19806 members 
Mstep: Class 7 contains 3460 members 
Mstep: Class 8 contains 8105 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 19587 members 
Mstep: Class 11 contains 20499 members 
Mstep: Class 12 contains 28399 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 15942 members 
Mstep: Class 15 contains 242552 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 38579 members 
Mstep: Class 20 contains 23166 members 
Mstep: Class 21 contains 15974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34009996.000000 Penalty: 41197.003906
Iteration 11Q: 20 clusters Score -3.401e+07 nChanged 25404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 22705 members 
Mstep: Class 3 contains 115694 members 
Mstep: Class 4 contains 15557 members 
Mstep: Class 5 contains 5435 members 
Mstep: Class 6 contains 18128 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 8572 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 18281 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 25312 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 247183 members 
Mstep: Class 16 contains 4725 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 42387 members 
Mstep: Class 20 contains 23310 members 
Mstep: Class 21 contains 14810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34027716.000000 Penalty: 41197.003906
Iteration 12Q: 20 clusters Score -3.402772e+07 nChanged 20935
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 21564 members 
Mstep: Class 3 contains 117255 members 
Mstep: Class 4 contains 14745 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 16938 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 9000 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 10 contains 17298 members 
Mstep: Class 11 contains 18546 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 11607 members 
Mstep: Class 14 contains 17512 members 
Mstep: Class 15 contains 250564 members 
Mstep: Class 16 contains 4708 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 44975 members 
Mstep: Class 20 contains 23515 members 
Mstep: Class 21 contains 13649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34041024.000000 Penalty: 41197.003906
Iteration 13Q: 20 clusters Score -3.404102e+07 nChanged 17403
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 20537 members 
Mstep: Class 3 contains 118375 members 
Mstep: Class 4 contains 14139 members 
Mstep: Class 5 contains 5215 members 
Mstep: Class 6 contains 16080 members 
Mstep: Class 7 contains 3354 members 
Mstep: Class 8 contains 9485 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 10 contains 16531 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 22526 members 
Mstep: Class 13 contains 11867 members 
Mstep: Class 14 contains 18650 members 
Mstep: Class 15 contains 253016 members 
Mstep: Class 16 contains 4595 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 46184 members 
Mstep: Class 20 contains 23657 members 
Mstep: Class 21 contains 12480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34052224.000000 Penalty: 41197.003906
Iteration 14Q: 20 clusters Score -3.405222e+07 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 19523 members 
Mstep: Class 3 contains 119265 members 
Mstep: Class 4 contains 13704 members 
Mstep: Class 5 contains 5280 members 
Mstep: Class 6 contains 15539 members 
Mstep: Class 7 contains 3431 members 
Mstep: Class 8 contains 9650 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 15860 members 
Mstep: Class 11 contains 17060 members 
Mstep: Class 12 contains 22270 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 19898 members 
Mstep: Class 15 contains 254799 members 
Mstep: Class 16 contains 4775 members 
Mstep: Class 17 contains 5655 members 
Mstep: Class 18 contains 46599 members 
Mstep: Class 20 contains 23777 members 
Mstep: Class 21 contains 11409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34060664.000000 Penalty: 41197.003906
Iteration 15Q: 20 clusters Score -3.406066e+07 nChanged 12729
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 18728 members 
Mstep: Class 3 contains 119869 members 
Mstep: Class 4 contains 13404 members 
Mstep: Class 5 contains 5357 members 
Mstep: Class 6 contains 15193 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 9655 members 
Mstep: Class 9 contains 2600 members 
Mstep: Class 10 contains 15322 members 
Mstep: Class 11 contains 16345 members 
Mstep: Class 12 contains 22226 members 
Mstep: Class 13 contains 12463 members 
Mstep: Class 14 contains 21096 members 
Mstep: Class 15 contains 255969 members 
Mstep: Class 16 contains 5040 members 
Mstep: Class 17 contains 5556 members 
Mstep: Class 18 contains 46680 members 
Mstep: Class 20 contains 23940 members 
Mstep: Class 21 contains 10514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34066332.000000 Penalty: 41197.003906
Iteration 16Q: 20 clusters Score -3.406633e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 18205 members 
Mstep: Class 3 contains 120193 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 5467 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 3748 members 
Mstep: Class 8 contains 9597 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 14983 members 
Mstep: Class 11 contains 15747 members 
Mstep: Class 12 contains 22252 members 
Mstep: Class 13 contains 12769 members 
Mstep: Class 14 contains 22162 members 
Mstep: Class 15 contains 256745 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 46547 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 9813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34070340.000000 Penalty: 41197.003906
Iteration 17Q: 20 clusters Score -3.407034e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 17930 members 
Mstep: Class 3 contains 120192 members 
Mstep: Class 4 contains 13044 members 
Mstep: Class 5 contains 5645 members 
Mstep: Class 6 contains 14724 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 14829 members 
Mstep: Class 11 contains 15235 members 
Mstep: Class 12 contains 22329 members 
Mstep: Class 13 contains 13000 members 
Mstep: Class 14 contains 23149 members 
Mstep: Class 15 contains 257254 members 
Mstep: Class 16 contains 5322 members 
Mstep: Class 17 contains 5372 members 
Mstep: Class 18 contains 46300 members 
Mstep: Class 20 contains 24220 members 
Mstep: Class 21 contains 9217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34073576.000000 Penalty: 41197.003906
Iteration 18Q: 20 clusters Score -3.407358e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 17810 members 
Mstep: Class 3 contains 120011 members 
Mstep: Class 4 contains 12947 members 
Mstep: Class 5 contains 5861 members 
Mstep: Class 6 contains 14575 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 9372 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 22392 members 
Mstep: Class 13 contains 13150 members 
Mstep: Class 14 contains 23979 members 
Mstep: Class 15 contains 257597 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5312 members 
Mstep: Class 18 contains 45996 members 
Mstep: Class 20 contains 24450 members 
Mstep: Class 21 contains 8723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34076020.000000 Penalty: 41197.003906
Iteration 19Q: 20 clusters Score -3.407602e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 17814 members 
Mstep: Class 3 contains 119604 members 
Mstep: Class 4 contains 12875 members 
Mstep: Class 5 contains 6116 members 
Mstep: Class 6 contains 14452 members 
Mstep: Class 7 contains 4289 members 
Mstep: Class 8 contains 9264 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 14693 members 
Mstep: Class 11 contains 14455 members 
Mstep: Class 12 contains 22444 members 
Mstep: Class 13 contains 13251 members 
Mstep: Class 14 contains 24753 members 
Mstep: Class 15 contains 257807 members 
Mstep: Class 16 contains 5497 members 
Mstep: Class 17 contains 5249 members 
Mstep: Class 18 contains 45677 members 
Mstep: Class 20 contains 24697 members 
Mstep: Class 21 contains 8315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34078432.000000 Penalty: 41197.003906
Iteration 20F: 20 clusters Score -3.407843e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 119053 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 14325 members 
Mstep: Class 7 contains 4604 members 
Mstep: Class 8 contains 9131 members 
Mstep: Class 9 contains 2265 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 14018 members 
Mstep: Class 12 contains 22467 members 
Mstep: Class 13 contains 13346 members 
Mstep: Class 14 contains 25424 members 
Mstep: Class 15 contains 257916 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 45340 members 
Mstep: Class 20 contains 25026 members 
Mstep: Class 21 contains 7778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34080748.000000 Penalty: 41197.003906
Iteration 21Q: 20 clusters Score -3.408075e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 17967 members 
Mstep: Class 3 contains 118540 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 6875 members 
Mstep: Class 6 contains 14203 members 
Mstep: Class 7 contains 4916 members 
Mstep: Class 8 contains 8961 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 22479 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 26009 members 
Mstep: Class 15 contains 257969 members 
Mstep: Class 16 contains 5667 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 20 contains 25370 members 
Mstep: Class 21 contains 7320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34082868.000000 Penalty: 41197.003906
Iteration 22Q: 20 clusters Score -3.408287e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 18077 members 
Mstep: Class 3 contains 117927 members 
Mstep: Class 4 contains 12751 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14110 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 8804 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 14778 members 
Mstep: Class 11 contains 13211 members 
Mstep: Class 12 contains 22490 members 
Mstep: Class 13 contains 13433 members 
Mstep: Class 14 contains 26553 members 
Mstep: Class 15 contains 257997 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 18 contains 44712 members 
Mstep: Class 20 contains 25680 members 
Mstep: Class 21 contains 6986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34084540.000000 Penalty: 41197.003906
Iteration 23Q: 20 clusters Score -3.408454e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 18237 members 
Mstep: Class 3 contains 117252 members 
Mstep: Class 4 contains 12718 members 
Mstep: Class 5 contains 7710 members 
Mstep: Class 6 contains 14023 members 
Mstep: Class 7 contains 5564 members 
Mstep: Class 8 contains 8663 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 14840 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 22528 members 
Mstep: Class 13 contains 13439 members 
Mstep: Class 14 contains 27055 members 
Mstep: Class 15 contains 257988 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 44411 members 
Mstep: Class 20 contains 25953 members 
Mstep: Class 21 contains 6765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34085848.000000 Penalty: 41197.003906
Iteration 24Q: 20 clusters Score -3.408585e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 18421 members 
Mstep: Class 3 contains 116593 members 
Mstep: Class 4 contains 12705 members 
Mstep: Class 5 contains 8042 members 
Mstep: Class 6 contains 13948 members 
Mstep: Class 7 contains 5818 members 
Mstep: Class 8 contains 8517 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 14908 members 
Mstep: Class 11 contains 12583 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 13412 members 
Mstep: Class 14 contains 27505 members 
Mstep: Class 15 contains 257932 members 
Mstep: Class 16 contains 5844 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 44138 members 
Mstep: Class 20 contains 26260 members 
Mstep: Class 21 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34086592.000000 Penalty: 41197.003906
Iteration 25Q: 20 clusters Score -3.408659e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 18600 members 
Mstep: Class 3 contains 115953 members 
Mstep: Class 4 contains 12689 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 6042 members 
Mstep: Class 8 contains 8359 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 14951 members 
Mstep: Class 11 contains 12344 members 
Mstep: Class 12 contains 22591 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 27936 members 
Mstep: Class 15 contains 257908 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 43878 members 
Mstep: Class 20 contains 26604 members 
Mstep: Class 21 contains 6425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34087152.000000 Penalty: 41197.003906
Iteration 26Q: 20 clusters Score -3.408715e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 18797 members 
Mstep: Class 3 contains 115391 members 
Mstep: Class 4 contains 12684 members 
Mstep: Class 5 contains 8480 members 
Mstep: Class 6 contains 13853 members 
Mstep: Class 7 contains 6205 members 
Mstep: Class 8 contains 8215 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 14982 members 
Mstep: Class 11 contains 12134 members 
Mstep: Class 12 contains 22618 members 
Mstep: Class 13 contains 13306 members 
Mstep: Class 14 contains 28309 members 
Mstep: Class 15 contains 257933 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 43623 members 
Mstep: Class 20 contains 26896 members 
Mstep: Class 21 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34087780.000000 Penalty: 41197.003906
Iteration 27Q: 20 clusters Score -3.408778e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 19011 members 
Mstep: Class 3 contains 114842 members 
Mstep: Class 4 contains 12680 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 13780 members 
Mstep: Class 7 contains 6333 members 
Mstep: Class 8 contains 8082 members 
Mstep: Class 9 contains 2452 members 
Mstep: Class 10 contains 14995 members 
Mstep: Class 11 contains 11971 members 
Mstep: Class 12 contains 22644 members 
Mstep: Class 13 contains 13274 members 
Mstep: Class 14 contains 28675 members 
Mstep: Class 15 contains 257994 members 
Mstep: Class 16 contains 5984 members 
Mstep: Class 17 contains 5391 members 
Mstep: Class 18 contains 43376 members 
Mstep: Class 20 contains 27212 members 
Mstep: Class 21 contains 6221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34088088.000000 Penalty: 41197.003906
Iteration 28Q: 20 clusters Score -3.408809e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 19239 members 
Mstep: Class 3 contains 114365 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 7960 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 14957 members 
Mstep: Class 11 contains 11840 members 
Mstep: Class 12 contains 22661 members 
Mstep: Class 13 contains 13211 members 
Mstep: Class 14 contains 28989 members 
Mstep: Class 15 contains 258054 members 
Mstep: Class 16 contains 6021 members 
Mstep: Class 17 contains 5393 members 
Mstep: Class 18 contains 43157 members 
Mstep: Class 20 contains 27550 members 
Mstep: Class 21 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34088340.000000 Penalty: 41197.003906
Iteration 29Q: 20 clusters Score -3.408834e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 19475 members 
Mstep: Class 3 contains 113907 members 
Mstep: Class 4 contains 12676 members 
Mstep: Class 5 contains 8713 members 
Mstep: Class 6 contains 13657 members 
Mstep: Class 7 contains 6506 members 
Mstep: Class 8 contains 7862 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 11736 members 
Mstep: Class 12 contains 22667 members 
Mstep: Class 13 contains 13156 members 
Mstep: Class 14 contains 29293 members 
Mstep: Class 15 contains 258147 members 
Mstep: Class 16 contains 6053 members 
Mstep: Class 17 contains 5400 members 
Mstep: Class 18 contains 42942 members 
Mstep: Class 20 contains 27877 members 
Mstep: Class 21 contains 6063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34088592.000000 Penalty: 41197.003906
Iteration 30Q: 20 clusters Score -3.408859e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 19666 members 
Mstep: Class 3 contains 113479 members 
Mstep: Class 4 contains 12678 members 
Mstep: Class 5 contains 8754 members 
Mstep: Class 6 contains 13595 members 
Mstep: Class 7 contains 6549 members 
Mstep: Class 8 contains 7758 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 14831 members 
Mstep: Class 11 contains 11661 members 
Mstep: Class 12 contains 22669 members 
Mstep: Class 13 contains 13121 members 
Mstep: Class 14 contains 29566 members 
Mstep: Class 15 contains 258197 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 5413 members 
Mstep: Class 18 contains 42747 members 
Mstep: Class 20 contains 28221 members 
Mstep: Class 21 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34088860.000000 Penalty: 41197.003906
Iteration 31Q: 20 clusters Score -3.408886e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 19867 members 
Mstep: Class 3 contains 113092 members 
Mstep: Class 4 contains 12678 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 13548 members 
Mstep: Class 7 contains 6598 members 
Mstep: Class 8 contains 7660 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 11597 members 
Mstep: Class 12 contains 22668 members 
Mstep: Class 13 contains 13109 members 
Mstep: Class 14 contains 29790 members 
Mstep: Class 15 contains 258227 members 
Mstep: Class 16 contains 6099 members 
Mstep: Class 17 contains 5422 members 
Mstep: Class 18 contains 42553 members 
Mstep: Class 20 contains 28572 members 
Mstep: Class 21 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34088968.000000 Penalty: 41197.003906
Iteration 32Q: 20 clusters Score -3.408897e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 20044 members 
Mstep: Class 3 contains 112698 members 
Mstep: Class 4 contains 12669 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 13529 members 
Mstep: Class 7 contains 6653 members 
Mstep: Class 8 contains 7572 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 14689 members 
Mstep: Class 11 contains 11541 members 
Mstep: Class 12 contains 22658 members 
Mstep: Class 13 contains 13099 members 
Mstep: Class 14 contains 30000 members 
Mstep: Class 15 contains 258234 members 
Mstep: Class 16 contains 6122 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 42412 members 
Mstep: Class 20 contains 28895 members 
Mstep: Class 21 contains 5913 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 33Q: 20 clusters Score -3.408917e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 20222 members 
Mstep: Class 3 contains 112291 members 
Mstep: Class 4 contains 12671 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 13518 members 
Mstep: Class 7 contains 6715 members 
Mstep: Class 8 contains 7484 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 14619 members 
Mstep: Class 11 contains 11482 members 
Mstep: Class 12 contains 22653 members 
Mstep: Class 13 contains 13086 members 
Mstep: Class 14 contains 30205 members 
Mstep: Class 15 contains 258247 members 
Mstep: Class 16 contains 6148 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 42274 members 
Mstep: Class 20 contains 29200 members 
Mstep: Class 21 contains 5860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34089392.000000 Penalty: 41197.003906
Iteration 34Q: 20 clusters Score -3.408939e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 20389 members 
Mstep: Class 3 contains 111961 members 
Mstep: Class 4 contains 12674 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 13503 members 
Mstep: Class 7 contains 6775 members 
Mstep: Class 8 contains 7377 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 11419 members 
Mstep: Class 12 contains 22652 members 
Mstep: Class 13 contains 13079 members 
Mstep: Class 14 contains 30395 members 
Mstep: Class 15 contains 258221 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 17 contains 5488 members 
Mstep: Class 18 contains 42170 members 
Mstep: Class 20 contains 29481 members 
Mstep: Class 21 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34089620.000000 Penalty: 41197.003906
Iteration 35Q: 20 clusters Score -3.408962e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 20555 members 
Mstep: Class 3 contains 111623 members 
Mstep: Class 4 contains 12674 members 
Mstep: Class 5 contains 8777 members 
Mstep: Class 6 contains 13490 members 
Mstep: Class 7 contains 6825 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 14418 members 
Mstep: Class 11 contains 11372 members 
Mstep: Class 12 contains 22656 members 
Mstep: Class 13 contains 13049 members 
Mstep: Class 14 contains 30576 members 
Mstep: Class 15 contains 258238 members 
Mstep: Class 16 contains 6191 members 
Mstep: Class 17 contains 5510 members 
Mstep: Class 18 contains 42076 members 
Mstep: Class 20 contains 29757 members 
Mstep: Class 21 contains 5778 members 
Entering Unmasked Estep 
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Score: -34089868.000000 Penalty: 41197.003906
Iteration 36Q: 20 clusters Score -3.408987e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 20710 members 
Mstep: Class 3 contains 111296 members 
Mstep: Class 4 contains 12676 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 13456 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 14275 members 
Mstep: Class 11 contains 11335 members 
Mstep: Class 12 contains 22657 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 30768 members 
Mstep: Class 15 contains 258299 members 
Mstep: Class 16 contains 6200 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 41979 members 
Mstep: Class 20 contains 30039 members 
Mstep: Class 21 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34089868.000000 Penalty: 41197.003906
Iteration 37Q: 20 clusters Score -3.408987e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 20856 members 
Mstep: Class 3 contains 110992 members 
Mstep: Class 4 contains 12684 members 
Mstep: Class 5 contains 8749 members 
Mstep: Class 6 contains 13417 members 
Mstep: Class 7 contains 6937 members 
Mstep: Class 8 contains 7106 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 14128 members 
Mstep: Class 11 contains 11290 members 
Mstep: Class 12 contains 22669 members 
Mstep: Class 13 contains 12996 members 
Mstep: Class 14 contains 30947 members 
Mstep: Class 15 contains 258345 members 
Mstep: Class 16 contains 6206 members 
Mstep: Class 17 contains 5543 members 
Mstep: Class 18 contains 41876 members 
Mstep: Class 20 contains 30335 members 
Mstep: Class 21 contains 5729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34089880.000000 Penalty: 41197.003906
Iteration 38Q: 20 clusters Score -3.408988e+07 nChanged 1556
Entering ConstructFrom: 
Score: -34089880.000000 Penalty: 41197.003906
Entering ConstructFrom: 
Trying to split cluster 2 (21026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Entering Unmasked Estep 
Score: -1174195.375000 Penalty: 1617.446167
	Iteration 0F: 2 clusters Score -1174195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1159822.875000 Penalty: 3234.892334
	Iteration 0F: 3 clusters Score -1159823 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1165266.125000 Penalty: 3234.892334
	Iteration 1F: 3 clusters Score -1165266 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1165875.000000 Penalty: 3234.892334
	Iteration 2F: 3 clusters Score -1165875 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1166717.750000 Penalty: 3234.892334
	Iteration 3F: 3 clusters Score -1166718 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1167891.875000 Penalty: 3234.892334
	Iteration 4F: 3 clusters Score -1167892 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1169238.125000 Penalty: 3234.892334
	Iteration 5F: 3 clusters Score -1169238 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1170438.375000 Penalty: 3234.892334
	Iteration 6F: 3 clusters Score -1170438 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1171341.500000 Penalty: 3234.892334
	Iteration 7F: 3 clusters Score -1171342 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1171959.375000 Penalty: 3234.892334
	Iteration 8Q: 3 clusters Score -1171959 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1172381.750000 Penalty: 3234.892334
	Iteration 9Q: 3 clusters Score -1172382 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1172719.000000 Penalty: 3234.892334
	Iteration 10Q: 3 clusters Score -1172719 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1172952.250000 Penalty: 3234.892334
	Iteration 11Q: 3 clusters Score -1172952 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1173088.250000 Penalty: 3234.892334
	Iteration 12Q: 3 clusters Score -1173088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1173179.750000 Penalty: 3234.892334
	Iteration 13Q: 3 clusters Score -1173180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1173246.000000 Penalty: 3234.892334
	Iteration 14Q: 3 clusters Score -1173246 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1173292.625000 Penalty: 3234.892334
	Iteration 15Q: 3 clusters Score -1173293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1173332.500000 Penalty: 3234.892334
	Iteration 16Q: 3 clusters Score -1173332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1173368.375000 Penalty: 3234.892334
	Iteration 17Q: 3 clusters Score -1173368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1173395.375000 Penalty: 3234.892334
	Iteration 18Q: 3 clusters Score -1173395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1173420.000000 Penalty: 3234.892334
	Iteration 19Q: 3 clusters Score -1173420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1173438.250000 Penalty: 3234.892334
	Iteration 20F: 3 clusters Score -1173438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1173453.125000 Penalty: 3234.892334
	Iteration 21Q: 3 clusters Score -1173453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1173463.625000 Penalty: 3234.892334
	Iteration 22Q: 3 clusters Score -1173464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1173473.625000 Penalty: 3234.892334
	Iteration 23Q: 3 clusters Score -1173474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1173481.625000 Penalty: 3234.892334
	Iteration 24Q: 3 clusters Score -1173482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1173491.625000 Penalty: 3234.892334
	Iteration 25Q: 3 clusters Score -1173492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1173500.750000 Penalty: 3234.892334
	Iteration 26Q: 3 clusters Score -1173501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1173506.375000 Penalty: 3234.892334
	Iteration 27Q: 3 clusters Score -1173506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1173510.375000 Penalty: 3234.892334
	Iteration 28Q: 3 clusters Score -1173510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1173511.750000 Penalty: 3234.892334
	Iteration 29Q: 3 clusters Score -1173512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1173516.375000 Penalty: 3234.892334
	Iteration 30Q: 3 clusters Score -1173516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1173522.750000 Penalty: 3234.892334
	Iteration 31Q: 3 clusters Score -1173523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1173527.375000 Penalty: 3234.892334
	Iteration 32Q: 3 clusters Score -1173527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1173527.250000 Penalty: 3234.892334
	Iteration 33Q: 3 clusters Score -1173527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1173525.750000 Penalty: 3234.892334
	Iteration 34Q: 3 clusters Score -1173526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1173524.750000 Penalty: 3234.892334
	Iteration 35Q: 3 clusters Score -1173525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1173526.000000 Penalty: 3234.892334
	Iteration 36Q: 3 clusters Score -1173526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1173528.625000 Penalty: 3234.892334
	Iteration 37Q: 3 clusters Score -1173529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1173528.625000 Penalty: 3234.892334
	Iteration 38Q: 3 clusters Score -1173529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1173530.500000 Penalty: 3234.892334
	Iteration 39Q: 3 clusters Score -1173530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1173532.000000 Penalty: 3234.892334
	Iteration 40F: 3 clusters Score -1173532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1173537.250000 Penalty: 3234.892334
	Iteration 41Q: 3 clusters Score -1173537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1173536.250000 Penalty: 3234.892334
	Iteration 42Q: 3 clusters Score -1173536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1173537.625000 Penalty: 3234.892334
	Iteration 43Q: 3 clusters Score -1173538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1173538.500000 Penalty: 3234.892334
	Iteration 44Q: 3 clusters Score -1173538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1173536.250000 Penalty: 3234.892334
	Iteration 45Q: 3 clusters Score -1173536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1173540.125000 Penalty: 3234.892334
	Iteration 46Q: 3 clusters Score -1173540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1173542.250000 Penalty: 3234.892334
	Iteration 47Q: 3 clusters Score -1173542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1173543.000000 Penalty: 3234.892334
	Iteration 48Q: 3 clusters Score -1173543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1173545.375000 Penalty: 3234.892334
	Iteration 49Q: 3 clusters Score -1173545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1173546.125000 Penalty: 3234.892334
	Iteration 50Q: 3 clusters Score -1173546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1173546.250000 Penalty: 3234.892334
	Iteration 51Q: 3 clusters Score -1173546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1173546.375000 Penalty: 3234.892334
	Iteration 52Q: 3 clusters Score -1173546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1173547.000000 Penalty: 3234.892334
	Iteration 53Q: 3 clusters Score -1173547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1173547.000000 Penalty: 3234.892334
	Iteration 54F: 3 clusters Score -1173547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (110704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110704 members 
Entering Unmasked Estep 
Score: -6282987.500000 Penalty: 1887.375000
	Iteration 0F: 2 clusters Score -6282988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -6208854.000000 Penalty: 3774.750000
	Iteration 0F: 3 clusters Score -6208854 nChanged 53071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -6240213.000000 Penalty: 3774.750000
	Iteration 1F: 3 clusters Score -6240213 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -6241521.000000 Penalty: 3774.750000
	Iteration 2Q: 3 clusters Score -6241521 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -6243197.000000 Penalty: 3774.750000
	Iteration 3Q: 3 clusters Score -6243197 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -6245293.500000 Penalty: 3774.750000
	Iteration 4Q: 3 clusters Score -6245294 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -6247778.500000 Penalty: 3774.750000
	Iteration 5Q: 3 clusters Score -6247778 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -6250537.500000 Penalty: 3774.750000
	Iteration 6F: 3 clusters Score -6250538 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -6253720.000000 Penalty: 3774.750000
	Iteration 7F: 3 clusters Score -6253720 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -6257271.000000 Penalty: 3774.750000
	Iteration 8F: 3 clusters Score -6257271 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -6260773.500000 Penalty: 3774.750000
	Iteration 9F: 3 clusters Score -6260774 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -6263406.000000 Penalty: 3774.750000
	Iteration 10Q: 3 clusters Score -6263406 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -6265016.500000 Penalty: 3774.750000
	Iteration 11Q: 3 clusters Score -6265016 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -6265814.500000 Penalty: 3774.750000
	Iteration 12Q: 3 clusters Score -6265814 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -6266215.000000 Penalty: 3774.750000
	Iteration 13Q: 3 clusters Score -6266215 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -6266496.000000 Penalty: 3774.750000
	Iteration 14Q: 3 clusters Score -6266496 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -6266668.500000 Penalty: 3774.750000
	Iteration 15Q: 3 clusters Score -6266668 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -6266844.000000 Penalty: 3774.750000
	Iteration 16Q: 3 clusters Score -6266844 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -6267042.000000 Penalty: 3774.750000
	Iteration 17Q: 3 clusters Score -6267042 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71515 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -6267264.500000 Penalty: 3774.750000
	Iteration 18Q: 3 clusters Score -6267264 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -6267515.500000 Penalty: 3774.750000
	Iteration 19Q: 3 clusters Score -6267516 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -6267753.000000 Penalty: 3774.750000
	Iteration 20F: 3 clusters Score -6267753 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -6268030.500000 Penalty: 3774.750000
	Iteration 21Q: 3 clusters Score -6268030 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -6268288.000000 Penalty: 3774.750000
	Iteration 22Q: 3 clusters Score -6268288 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -6268484.500000 Penalty: 3774.750000
	Iteration 23Q: 3 clusters Score -6268484 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -6268778.000000 Penalty: 3774.750000
	Iteration 24Q: 3 clusters Score -6268778 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -6269078.000000 Penalty: 3774.750000
	Iteration 25Q: 3 clusters Score -6269078 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -6269442.000000 Penalty: 3774.750000
	Iteration 26Q: 3 clusters Score -6269442 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -6269713.000000 Penalty: 3774.750000
	Iteration 27Q: 3 clusters Score -6269713 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -6270127.500000 Penalty: 3774.750000
	Iteration 28Q: 3 clusters Score -6270128 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -6270528.000000 Penalty: 3774.750000
	Iteration 29Q: 3 clusters Score -6270528 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -6270949.500000 Penalty: 3774.750000
	Iteration 30Q: 3 clusters Score -6270950 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -6271449.000000 Penalty: 3774.750000
	Iteration 31Q: 3 clusters Score -6271449 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -6271993.500000 Penalty: 3774.750000
	Iteration 32Q: 3 clusters Score -6271994 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90931 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -6272555.000000 Penalty: 3774.750000
	Iteration 33Q: 3 clusters Score -6272555 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -6273146.500000 Penalty: 3774.750000
	Iteration 34Q: 3 clusters Score -6273146 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94456 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -6273860.000000 Penalty: 3774.750000
	Iteration 35Q: 3 clusters Score -6273860 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -6274682.500000 Penalty: 3774.750000
	Iteration 36Q: 3 clusters Score -6274682 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -6275537.000000 Penalty: 3774.750000
	Iteration 37Q: 3 clusters Score -6275537 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100058 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -6276479.000000 Penalty: 3774.750000
	Iteration 38Q: 3 clusters Score -6276479 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -6277474.500000 Penalty: 3774.750000
	Iteration 39Q: 3 clusters Score -6277474 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103469 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -6278381.500000 Penalty: 3774.750000
	Iteration 40F: 3 clusters Score -6278382 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104885 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -6279166.000000 Penalty: 3774.750000
	Iteration 41Q: 3 clusters Score -6279166 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106098 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -6279829.500000 Penalty: 3774.750000
	Iteration 42Q: 3 clusters Score -6279830 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107088 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -6280440.500000 Penalty: 3774.750000
	Iteration 43Q: 3 clusters Score -6280440 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6280873.000000 Penalty: 3774.750000
	Iteration 44Q: 3 clusters Score -6280873 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108396 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6281206.500000 Penalty: 3774.750000
	Iteration 45Q: 3 clusters Score -6281206 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6281452.000000 Penalty: 3774.750000
	Iteration 46Q: 3 clusters Score -6281452 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6281620.000000 Penalty: 3774.750000
	Iteration 47Q: 3 clusters Score -6281620 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109208 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6281760.000000 Penalty: 3774.750000
	Iteration 48Q: 3 clusters Score -6281760 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6281925.500000 Penalty: 3774.750000
	Iteration 49Q: 3 clusters Score -6281926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109445 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6282058.500000 Penalty: 3774.750000
	Iteration 50Q: 3 clusters Score -6282058 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6282158.500000 Penalty: 3774.750000
	Iteration 51Q: 3 clusters Score -6282158 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109526 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6282220.500000 Penalty: 3774.750000
	Iteration 52Q: 3 clusters Score -6282220 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6282264.500000 Penalty: 3774.750000
	Iteration 53Q: 3 clusters Score -6282264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6282288.000000 Penalty: 3774.750000
	Iteration 54Q: 3 clusters Score -6282288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109534 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6282313.000000 Penalty: 3774.750000
	Iteration 55Q: 3 clusters Score -6282313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6282338.500000 Penalty: 3774.750000
	Iteration 56Q: 3 clusters Score -6282338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6282342.000000 Penalty: 3774.750000
	Iteration 57Q: 3 clusters Score -6282342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6282347.000000 Penalty: 3774.750000
	Iteration 58Q: 3 clusters Score -6282347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6282337.500000 Penalty: 3774.750000
	Iteration 59Q: 3 clusters Score -6282338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6282350.500000 Penalty: 3774.750000
	Iteration 60F: 3 clusters Score -6282350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109553 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6282350.500000 Penalty: 3774.750000
	Iteration 61Q: 3 clusters Score -6282350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109547 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6282361.500000 Penalty: 3774.750000
	Iteration 62Q: 3 clusters Score -6282362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109543 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6282362.000000 Penalty: 3774.750000
	Iteration 63Q: 3 clusters Score -6282362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6282366.500000 Penalty: 3774.750000
	Iteration 64Q: 3 clusters Score -6282366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6282370.500000 Penalty: 3774.750000
	Iteration 65Q: 3 clusters Score -6282370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6282371.500000 Penalty: 3774.750000
	Iteration 66Q: 3 clusters Score -6282372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6282375.500000 Penalty: 3774.750000
	Iteration 67Q: 3 clusters Score -6282376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109524 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6282370.000000 Penalty: 3774.750000
	Iteration 68Q: 3 clusters Score -6282370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109523 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6282375.000000 Penalty: 3774.750000
	Iteration 69Q: 3 clusters Score -6282375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109524 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6282374.000000 Penalty: 3774.750000
	Iteration 70Q: 3 clusters Score -6282374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6282376.000000 Penalty: 3774.750000
	Iteration 71Q: 3 clusters Score -6282376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6282376.000000 Penalty: 3774.750000
	Iteration 72F: 3 clusters Score -6282376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -697956.187500 Penalty: 1535.277222
	Iteration 0F: 2 clusters Score -697956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -689132.750000 Penalty: 3070.554443
	Iteration 0F: 3 clusters Score -689132.8 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -693225.250000 Penalty: 3070.554443
	Iteration 1F: 3 clusters Score -693225.2 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -694577.875000 Penalty: 3070.554443
	Iteration 2F: 3 clusters Score -694577.9 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -695805.312500 Penalty: 3070.554443
	Iteration 3F: 3 clusters Score -695805.3 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -696761.625000 Penalty: 3070.554443
	Iteration 4F: 3 clusters Score -696761.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -697330.562500 Penalty: 3070.554443
	Iteration 5F: 3 clusters Score -697330.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -697709.687500 Penalty: 3070.554443
	Iteration 6Q: 3 clusters Score -697709.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -698041.187500 Penalty: 3070.554443
	Iteration 7Q: 3 clusters Score -698041.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -698258.625000 Penalty: 3070.554443
	Iteration 8Q: 3 clusters Score -698258.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -698393.000000 Penalty: 3070.554443
	Iteration 9Q: 3 clusters Score -698393 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -698464.125000 Penalty: 3070.554443
	Iteration 10Q: 3 clusters Score -698464.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -698511.562500 Penalty: 3070.554443
	Iteration 11Q: 3 clusters Score -698511.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -698548.875000 Penalty: 3070.554443
	Iteration 12Q: 3 clusters Score -698548.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -698573.687500 Penalty: 3070.554443
	Iteration 13Q: 3 clusters Score -698573.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -698603.625000 Penalty: 3070.554443
	Iteration 14Q: 3 clusters Score -698603.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -698621.750000 Penalty: 3070.554443
	Iteration 15Q: 3 clusters Score -698621.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -698632.875000 Penalty: 3070.554443
	Iteration 16Q: 3 clusters Score -698632.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -698637.750000 Penalty: 3070.554443
	Iteration 17Q: 3 clusters Score -698637.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -698641.687500 Penalty: 3070.554443
	Iteration 18Q: 3 clusters Score -698641.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -698648.375000 Penalty: 3070.554443
	Iteration 19Q: 3 clusters Score -698648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -698651.750000 Penalty: 3070.554443
	Iteration 20F: 3 clusters Score -698651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -698652.000000 Penalty: 3070.554443
	Iteration 21Q: 3 clusters Score -698652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -698651.750000 Penalty: 3070.554443
	Iteration 22Q: 3 clusters Score -698651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -698650.437500 Penalty: 3070.554443
	Iteration 23Q: 3 clusters Score -698650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -698653.187500 Penalty: 3070.554443
	Iteration 24Q: 3 clusters Score -698653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -698652.687500 Penalty: 3070.554443
	Iteration 25Q: 3 clusters Score -698652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -698652.062500 Penalty: 3070.554443
	Iteration 26Q: 3 clusters Score -698652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -698652.875000 Penalty: 3070.554443
	Iteration 27Q: 3 clusters Score -698652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -698652.937500 Penalty: 3070.554443
	Iteration 28Q: 3 clusters Score -698652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -698652.937500 Penalty: 3070.554443
	Iteration 29F: 3 clusters Score -698652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 13382 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 7009 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 22672 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 31115 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 5698 members 
Entering Unmasked Estep 
Score: -34090036.000000 Penalty: 43365.265625
Splitting cluster 4 changes total score from -34089880.000000 to -34090036.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (8729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Entering Unmasked Estep 
Score: -477864.406250 Penalty: 1474.590942
	Iteration 0F: 2 clusters Score -477864.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -471521.406250 Penalty: 2949.181885
	Iteration 0F: 3 clusters Score -471521.4 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -473566.718750 Penalty: 2949.181885
	Iteration 1F: 3 clusters Score -473566.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -473838.000000 Penalty: 2949.181885
	Iteration 2F: 3 clusters Score -473838 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -474036.031250 Penalty: 2949.181885
	Iteration 3F: 3 clusters Score -474036 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -474176.125000 Penalty: 2949.181885
	Iteration 4Q: 3 clusters Score -474176.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -474299.312500 Penalty: 2949.181885
	Iteration 5Q: 3 clusters Score -474299.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -474395.937500 Penalty: 2949.181885
	Iteration 6Q: 3 clusters Score -474395.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -474470.906250 Penalty: 2949.181885
	Iteration 7Q: 3 clusters Score -474470.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -474533.312500 Penalty: 2949.181885
	Iteration 8Q: 3 clusters Score -474533.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -474590.187500 Penalty: 2949.181885
	Iteration 9Q: 3 clusters Score -474590.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -474650.250000 Penalty: 2949.181885
	Iteration 10Q: 3 clusters Score -474650.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -474701.906250 Penalty: 2949.181885
	Iteration 11Q: 3 clusters Score -474701.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -474754.531250 Penalty: 2949.181885
	Iteration 12Q: 3 clusters Score -474754.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -474809.000000 Penalty: 2949.181885
	Iteration 13Q: 3 clusters Score -474809 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -474884.312500 Penalty: 2949.181885
	Iteration 14Q: 3 clusters Score -474884.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -474977.718750 Penalty: 2949.181885
	Iteration 15Q: 3 clusters Score -474977.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -475079.593750 Penalty: 2949.181885
	Iteration 16Q: 3 clusters Score -475079.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -475187.656250 Penalty: 2949.181885
	Iteration 17Q: 3 clusters Score -475187.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -475295.562500 Penalty: 2949.181885
	Iteration 18Q: 3 clusters Score -475295.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -475391.343750 Penalty: 2949.181885
	Iteration 19Q: 3 clusters Score -475391.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -475469.531250 Penalty: 2949.181885
	Iteration 20F: 3 clusters Score -475469.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -475542.781250 Penalty: 2949.181885
	Iteration 21Q: 3 clusters Score -475542.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -475596.937500 Penalty: 2949.181885
	Iteration 22Q: 3 clusters Score -475596.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -475641.281250 Penalty: 2949.181885
	Iteration 23Q: 3 clusters Score -475641.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -475682.906250 Penalty: 2949.181885
	Iteration 24Q: 3 clusters Score -475682.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -475718.593750 Penalty: 2949.181885
	Iteration 25Q: 3 clusters Score -475718.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -475743.125000 Penalty: 2949.181885
	Iteration 26Q: 3 clusters Score -475743.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -475763.968750 Penalty: 2949.181885
	Iteration 27Q: 3 clusters Score -475764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -475779.125000 Penalty: 2949.181885
	Iteration 28Q: 3 clusters Score -475779.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -475799.156250 Penalty: 2949.181885
	Iteration 29Q: 3 clusters Score -475799.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -475820.093750 Penalty: 2949.181885
	Iteration 30Q: 3 clusters Score -475820.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -475841.656250 Penalty: 2949.181885
	Iteration 31Q: 3 clusters Score -475841.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -475863.125000 Penalty: 2949.181885
	Iteration 32Q: 3 clusters Score -475863.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -475894.593750 Penalty: 2949.181885
	Iteration 33Q: 3 clusters Score -475894.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -475928.000000 Penalty: 2949.181885
	Iteration 34Q: 3 clusters Score -475928 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -475964.406250 Penalty: 2949.181885
	Iteration 35Q: 3 clusters Score -475964.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -476008.625000 Penalty: 2949.181885
	Iteration 36Q: 3 clusters Score -476008.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -476046.750000 Penalty: 2949.181885
	Iteration 37Q: 3 clusters Score -476046.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -476085.906250 Penalty: 2949.181885
	Iteration 38Q: 3 clusters Score -476085.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -476116.937500 Penalty: 2949.181885
	Iteration 39Q: 3 clusters Score -476116.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -476146.187500 Penalty: 2949.181885
	Iteration 40F: 3 clusters Score -476146.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -476177.500000 Penalty: 2949.181885
	Iteration 41Q: 3 clusters Score -476177.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -476207.812500 Penalty: 2949.181885
	Iteration 42Q: 3 clusters Score -476207.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -476240.093750 Penalty: 2949.181885
	Iteration 43Q: 3 clusters Score -476240.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -476272.062500 Penalty: 2949.181885
	Iteration 44Q: 3 clusters Score -476272.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -476313.062500 Penalty: 2949.181885
	Iteration 45Q: 3 clusters Score -476313.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -476356.593750 Penalty: 2949.181885
	Iteration 46Q: 3 clusters Score -476356.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -476413.937500 Penalty: 2949.181885
	Iteration 47Q: 3 clusters Score -476413.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -476479.718750 Penalty: 2949.181885
	Iteration 48Q: 3 clusters Score -476479.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -476550.250000 Penalty: 2949.181885
	Iteration 49Q: 3 clusters Score -476550.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -476628.687500 Penalty: 2949.181885
	Iteration 50Q: 3 clusters Score -476628.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -476682.875000 Penalty: 2949.181885
	Iteration 51Q: 3 clusters Score -476682.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -476730.593750 Penalty: 2949.181885
	Iteration 52Q: 3 clusters Score -476730.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -476770.375000 Penalty: 2949.181885
	Iteration 53Q: 3 clusters Score -476770.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -476797.062500 Penalty: 2949.181885
	Iteration 54Q: 3 clusters Score -476797.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -476816.031250 Penalty: 2949.181885
	Iteration 55Q: 3 clusters Score -476816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -476827.968750 Penalty: 2949.181885
	Iteration 56Q: 3 clusters Score -476828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -476841.093750 Penalty: 2949.181885
	Iteration 57Q: 3 clusters Score -476841.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -476851.468750 Penalty: 2949.181885
	Iteration 58Q: 3 clusters Score -476851.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -476858.343750 Penalty: 2949.181885
	Iteration 59Q: 3 clusters Score -476858.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -476865.750000 Penalty: 2949.181885
	Iteration 60F: 3 clusters Score -476865.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -476866.468750 Penalty: 2949.181885
	Iteration 61Q: 3 clusters Score -476866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -476868.343750 Penalty: 2949.181885
	Iteration 62Q: 3 clusters Score -476868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -476868.562500 Penalty: 2949.181885
	Iteration 63Q: 3 clusters Score -476868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -476870.531250 Penalty: 2949.181885
	Iteration 64Q: 3 clusters Score -476870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -476871.125000 Penalty: 2949.181885
	Iteration 65Q: 3 clusters Score -476871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -476872.093750 Penalty: 2949.181885
	Iteration 66Q: 3 clusters Score -476872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -476872.906250 Penalty: 2949.181885
	Iteration 67Q: 3 clusters Score -476872.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -476872.906250 Penalty: 2949.181885
	Iteration 68F: 3 clusters Score -476872.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Entering Unmasked Estep 
Score: -753405.562500 Penalty: 1544.020752
	Iteration 0F: 2 clusters Score -753405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -744050.812500 Penalty: 3088.041504
	Iteration 0F: 3 clusters Score -744050.8 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -747367.750000 Penalty: 3088.041504
	Iteration 1F: 3 clusters Score -747367.8 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -747964.312500 Penalty: 3088.041504
	Iteration 2F: 3 clusters Score -747964.3 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -748871.625000 Penalty: 3088.041504
	Iteration 3F: 3 clusters Score -748871.6 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -750054.625000 Penalty: 3088.041504
	Iteration 4F: 3 clusters Score -750054.6 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -751364.187500 Penalty: 3088.041504
	Iteration 5F: 3 clusters Score -751364.2 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -752509.312500 Penalty: 3088.041504
	Iteration 6F: 3 clusters Score -752509.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -753366.562500 Penalty: 3088.041504
	Iteration 7F: 3 clusters Score -753366.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -754069.375000 Penalty: 3088.041504
	Iteration 8F: 3 clusters Score -754069.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -754433.562500 Penalty: 3088.041504
	Iteration 9Q: 3 clusters Score -754433.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -754558.250000 Penalty: 3088.041504
	Iteration 10Q: 3 clusters Score -754558.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -754592.062500 Penalty: 3088.041504
	Iteration 11Q: 3 clusters Score -754592.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -754603.562500 Penalty: 3088.041504
	Iteration 12Q: 3 clusters Score -754603.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -754611.125000 Penalty: 3088.041504
	Iteration 13Q: 3 clusters Score -754611.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -754613.437500 Penalty: 3088.041504
	Iteration 14Q: 3 clusters Score -754613.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -754616.937500 Penalty: 3088.041504
	Iteration 15Q: 3 clusters Score -754616.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -754619.000000 Penalty: 3088.041504
	Iteration 16Q: 3 clusters Score -754619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -754619.187500 Penalty: 3088.041504
	Iteration 17Q: 3 clusters Score -754619.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -754620.812500 Penalty: 3088.041504
	Iteration 18Q: 3 clusters Score -754620.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -754620.437500 Penalty: 3088.041504
	Iteration 19Q: 3 clusters Score -754620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -754622.625000 Penalty: 3088.041504
	Iteration 20F: 3 clusters Score -754622.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -754622.687500 Penalty: 3088.041504
	Iteration 21Q: 3 clusters Score -754622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -754622.125000 Penalty: 3088.041504
	Iteration 22Q: 3 clusters Score -754622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -754622.125000 Penalty: 3088.041504
	Iteration 23F: 3 clusters Score -754622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 7009 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 22672 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 31115 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 5698 members 
Entering Unmasked Estep 
Score: -34090640.000000 Penalty: 45533.527344
Splitting cluster 6 changes total score from -34089880.000000 to -34090640.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 7 (6971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Entering Unmasked Estep 
Score: -401447.593750 Penalty: 1438.046021
	Iteration 0F: 2 clusters Score -401447.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -396206.343750 Penalty: 2876.092041
	Iteration 0F: 3 clusters Score -396206.3 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -397918.687500 Penalty: 2876.092041
	Iteration 1F: 3 clusters Score -397918.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -398282.718750 Penalty: 2876.092041
	Iteration 2F: 3 clusters Score -398282.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -398615.093750 Penalty: 2876.092041
	Iteration 3F: 3 clusters Score -398615.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -398957.500000 Penalty: 2876.092041
	Iteration 4F: 3 clusters Score -398957.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -399381.937500 Penalty: 2876.092041
	Iteration 5F: 3 clusters Score -399381.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -399916.437500 Penalty: 2876.092041
	Iteration 6F: 3 clusters Score -399916.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -400490.687500 Penalty: 2876.092041
	Iteration 7F: 3 clusters Score -400490.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -400960.437500 Penalty: 2876.092041
	Iteration 8F: 3 clusters Score -400960.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -401249.375000 Penalty: 2876.092041
	Iteration 9Q: 3 clusters Score -401249.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -401375.437500 Penalty: 2876.092041
	Iteration 10Q: 3 clusters Score -401375.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -401423.562500 Penalty: 2876.092041
	Iteration 11Q: 3 clusters Score -401423.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -401455.750000 Penalty: 2876.092041
	Iteration 12Q: 3 clusters Score -401455.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -401479.375000 Penalty: 2876.092041
	Iteration 13Q: 3 clusters Score -401479.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -401497.937500 Penalty: 2876.092041
	Iteration 14Q: 3 clusters Score -401497.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -401509.781250 Penalty: 2876.092041
	Iteration 15Q: 3 clusters Score -401509.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -401529.093750 Penalty: 2876.092041
	Iteration 16Q: 3 clusters Score -401529.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -401542.218750 Penalty: 2876.092041
	Iteration 17Q: 3 clusters Score -401542.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -401548.750000 Penalty: 2876.092041
	Iteration 18Q: 3 clusters Score -401548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -401552.906250 Penalty: 2876.092041
	Iteration 19Q: 3 clusters Score -401552.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -401558.937500 Penalty: 2876.092041
	Iteration 20F: 3 clusters Score -401558.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -401566.781250 Penalty: 2876.092041
	Iteration 21Q: 3 clusters Score -401566.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -401573.593750 Penalty: 2876.092041
	Iteration 22Q: 3 clusters Score -401573.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -401576.093750 Penalty: 2876.092041
	Iteration 23Q: 3 clusters Score -401576.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -401578.156250 Penalty: 2876.092041
	Iteration 24Q: 3 clusters Score -401578.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -401579.531250 Penalty: 2876.092041
	Iteration 25Q: 3 clusters Score -401579.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -401581.531250 Penalty: 2876.092041
	Iteration 26Q: 3 clusters Score -401581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -401584.281250 Penalty: 2876.092041
	Iteration 27Q: 3 clusters Score -401584.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -401584.531250 Penalty: 2876.092041
	Iteration 28Q: 3 clusters Score -401584.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -401584.937500 Penalty: 2876.092041
	Iteration 29Q: 3 clusters Score -401584.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -401585.093750 Penalty: 2876.092041
	Iteration 30Q: 3 clusters Score -401585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -401585.406250 Penalty: 2876.092041
	Iteration 31Q: 3 clusters Score -401585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -401585.281250 Penalty: 2876.092041
	Iteration 32Q: 3 clusters Score -401585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -401585.906250 Penalty: 2876.092041
	Iteration 33Q: 3 clusters Score -401585.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -401585.906250 Penalty: 2876.092041
	Iteration 34F: 3 clusters Score -401585.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 7009 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 22672 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 31115 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 4507 members 
Entering Unmasked Estep 
Score: -34090008.000000 Penalty: 47701.792969
Splitting cluster 7 changes total score from -34089880.000000 to -34090008.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (7009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Entering Unmasked Estep 
Score: -336357.843750 Penalty: 1438.929321
	Iteration 0F: 2 clusters Score -336357.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -331189.531250 Penalty: 2877.858643
	Iteration 0F: 3 clusters Score -331189.5 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -333293.125000 Penalty: 2877.858643
	Iteration 1F: 3 clusters Score -333293.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -334553.312500 Penalty: 2877.858643
	Iteration 2F: 3 clusters Score -334553.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -335818.156250 Penalty: 2877.858643
	Iteration 3F: 3 clusters Score -335818.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -336738.843750 Penalty: 2877.858643
	Iteration 4F: 3 clusters Score -336738.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -337540.906250 Penalty: 2877.858643
	Iteration 5F: 3 clusters Score -337540.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -337998.375000 Penalty: 2877.858643
	Iteration 6F: 3 clusters Score -337998.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -338207.500000 Penalty: 2877.858643
	Iteration 7Q: 3 clusters Score -338207.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -338354.250000 Penalty: 2877.858643
	Iteration 8Q: 3 clusters Score -338354.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -338476.468750 Penalty: 2877.858643
	Iteration 9Q: 3 clusters Score -338476.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -338596.687500 Penalty: 2877.858643
	Iteration 10Q: 3 clusters Score -338596.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -338707.218750 Penalty: 2877.858643
	Iteration 11Q: 3 clusters Score -338707.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -338898.843750 Penalty: 2877.858643
	Iteration 12Q: 3 clusters Score -338898.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -339031.531250 Penalty: 2877.858643
	Iteration 13Q: 3 clusters Score -339031.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -339098.125000 Penalty: 2877.858643
	Iteration 14Q: 3 clusters Score -339098.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -339136.781250 Penalty: 2877.858643
	Iteration 15Q: 3 clusters Score -339136.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -339167.093750 Penalty: 2877.858643
	Iteration 16Q: 3 clusters Score -339167.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -339191.312500 Penalty: 2877.858643
	Iteration 17Q: 3 clusters Score -339191.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -339205.593750 Penalty: 2877.858643
	Iteration 18Q: 3 clusters Score -339205.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -339216.375000 Penalty: 2877.858643
	Iteration 19Q: 3 clusters Score -339216.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -339227.625000 Penalty: 2877.858643
	Iteration 20F: 3 clusters Score -339227.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -339239.343750 Penalty: 2877.858643
	Iteration 21Q: 3 clusters Score -339239.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -339255.875000 Penalty: 2877.858643
	Iteration 22Q: 3 clusters Score -339255.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -339270.187500 Penalty: 2877.858643
	Iteration 23Q: 3 clusters Score -339270.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -339278.687500 Penalty: 2877.858643
	Iteration 24Q: 3 clusters Score -339278.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -339285.750000 Penalty: 2877.858643
	Iteration 25Q: 3 clusters Score -339285.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -339292.062500 Penalty: 2877.858643
	Iteration 26Q: 3 clusters Score -339292.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -339299.062500 Penalty: 2877.858643
	Iteration 27Q: 3 clusters Score -339299.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -339304.250000 Penalty: 2877.858643
	Iteration 28Q: 3 clusters Score -339304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -339304.937500 Penalty: 2877.858643
	Iteration 29Q: 3 clusters Score -339304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -339306.750000 Penalty: 2877.858643
	Iteration 30Q: 3 clusters Score -339306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -339307.656250 Penalty: 2877.858643
	Iteration 31Q: 3 clusters Score -339307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -339309.562500 Penalty: 2877.858643
	Iteration 32Q: 3 clusters Score -339309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -339310.375000 Penalty: 2877.858643
	Iteration 33Q: 3 clusters Score -339310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -339310.562500 Penalty: 2877.858643
	Iteration 34Q: 3 clusters Score -339310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -339310.968750 Penalty: 2877.858643
	Iteration 35Q: 3 clusters Score -339311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -339312.562500 Penalty: 2877.858643
	Iteration 36Q: 3 clusters Score -339312.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -339312.625000 Penalty: 2877.858643
	Iteration 37Q: 3 clusters Score -339312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -339312.875000 Penalty: 2877.858643
	Iteration 38Q: 3 clusters Score -339312.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -339312.875000 Penalty: 2877.858643
	Iteration 39F: 3 clusters Score -339312.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 22672 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 31115 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 4980 members 
Entering Unmasked Estep 
Score: -34092244.000000 Penalty: 49870.054688
Splitting cluster 8 changes total score from -34089880.000000 to -34092244.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -149470.203125 Penalty: 1286.540405
	Iteration 0F: 2 clusters Score -149470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -146925.203125 Penalty: 2573.080811
	Iteration 0F: 3 clusters Score -146925.2 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -147541.250000 Penalty: 2573.080811
	Iteration 1F: 3 clusters Score -147541.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -147687.656250 Penalty: 2573.080811
	Iteration 2F: 3 clusters Score -147687.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -147773.250000 Penalty: 2573.080811
	Iteration 3F: 3 clusters Score -147773.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -147829.937500 Penalty: 2573.080811
	Iteration 4Q: 3 clusters Score -147829.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -147873.390625 Penalty: 2573.080811
	Iteration 5Q: 3 clusters Score -147873.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -147907.546875 Penalty: 2573.080811
	Iteration 6Q: 3 clusters Score -147907.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -147926.953125 Penalty: 2573.080811
	Iteration 7Q: 3 clusters Score -147927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -147939.234375 Penalty: 2573.080811
	Iteration 8Q: 3 clusters Score -147939.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -147950.984375 Penalty: 2573.080811
	Iteration 9Q: 3 clusters Score -147951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -147958.171875 Penalty: 2573.080811
	Iteration 10Q: 3 clusters Score -147958.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -147966.765625 Penalty: 2573.080811
	Iteration 11Q: 3 clusters Score -147966.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -147972.796875 Penalty: 2573.080811
	Iteration 12Q: 3 clusters Score -147972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -147977.218750 Penalty: 2573.080811
	Iteration 13Q: 3 clusters Score -147977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -147983.265625 Penalty: 2573.080811
	Iteration 14Q: 3 clusters Score -147983.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -147989.031250 Penalty: 2573.080811
	Iteration 15Q: 3 clusters Score -147989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -147997.281250 Penalty: 2573.080811
	Iteration 16Q: 3 clusters Score -147997.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -148007.015625 Penalty: 2573.080811
	Iteration 17Q: 3 clusters Score -148007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -148015.140625 Penalty: 2573.080811
	Iteration 18Q: 3 clusters Score -148015.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -148024.375000 Penalty: 2573.080811
	Iteration 19Q: 3 clusters Score -148024.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -148032.671875 Penalty: 2573.080811
	Iteration 20F: 3 clusters Score -148032.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -148041.312500 Penalty: 2573.080811
	Iteration 21Q: 3 clusters Score -148041.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -148047.093750 Penalty: 2573.080811
	Iteration 22Q: 3 clusters Score -148047.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -148052.328125 Penalty: 2573.080811
	Iteration 23Q: 3 clusters Score -148052.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -148056.703125 Penalty: 2573.080811
	Iteration 24Q: 3 clusters Score -148056.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -148060.250000 Penalty: 2573.080811
	Iteration 25Q: 3 clusters Score -148060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -148064.843750 Penalty: 2573.080811
	Iteration 26Q: 3 clusters Score -148064.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -148071.484375 Penalty: 2573.080811
	Iteration 27Q: 3 clusters Score -148071.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -148083.437500 Penalty: 2573.080811
	Iteration 28Q: 3 clusters Score -148083.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -148096.640625 Penalty: 2573.080811
	Iteration 29Q: 3 clusters Score -148096.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -148110.328125 Penalty: 2573.080811
	Iteration 30Q: 3 clusters Score -148110.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -148118.140625 Penalty: 2573.080811
	Iteration 31Q: 3 clusters Score -148118.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -148123.156250 Penalty: 2573.080811
	Iteration 32Q: 3 clusters Score -148123.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -148131.593750 Penalty: 2573.080811
	Iteration 33Q: 3 clusters Score -148131.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -148141.406250 Penalty: 2573.080811
	Iteration 34Q: 3 clusters Score -148141.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -148152.578125 Penalty: 2573.080811
	Iteration 35Q: 3 clusters Score -148152.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -148159.484375 Penalty: 2573.080811
	Iteration 36Q: 3 clusters Score -148159.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -148165.671875 Penalty: 2573.080811
	Iteration 37Q: 3 clusters Score -148165.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -148171.640625 Penalty: 2573.080811
	Iteration 38Q: 3 clusters Score -148171.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -148179.500000 Penalty: 2573.080811
	Iteration 39Q: 3 clusters Score -148179.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -148191.515625 Penalty: 2573.080811
	Iteration 40F: 3 clusters Score -148191.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -148210.281250 Penalty: 2573.080811
	Iteration 41Q: 3 clusters Score -148210.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -148221.968750 Penalty: 2573.080811
	Iteration 42Q: 3 clusters Score -148222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -148235.734375 Penalty: 2573.080811
	Iteration 43Q: 3 clusters Score -148235.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -148248.734375 Penalty: 2573.080811
	Iteration 44Q: 3 clusters Score -148248.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -148257.546875 Penalty: 2573.080811
	Iteration 45Q: 3 clusters Score -148257.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -148266.890625 Penalty: 2573.080811
	Iteration 46Q: 3 clusters Score -148266.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -148279.281250 Penalty: 2573.080811
	Iteration 47Q: 3 clusters Score -148279.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -148295.890625 Penalty: 2573.080811
	Iteration 48Q: 3 clusters Score -148295.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -148312.796875 Penalty: 2573.080811
	Iteration 49Q: 3 clusters Score -148312.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -148336.359375 Penalty: 2573.080811
	Iteration 50Q: 3 clusters Score -148336.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -148357.328125 Penalty: 2573.080811
	Iteration 51Q: 3 clusters Score -148357.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -148378.234375 Penalty: 2573.080811
	Iteration 52Q: 3 clusters Score -148378.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -148399.375000 Penalty: 2573.080811
	Iteration 53Q: 3 clusters Score -148399.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -148419.406250 Penalty: 2573.080811
	Iteration 54Q: 3 clusters Score -148419.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -148441.796875 Penalty: 2573.080811
	Iteration 55Q: 3 clusters Score -148441.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -148454.703125 Penalty: 2573.080811
	Iteration 56Q: 3 clusters Score -148454.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -148469.859375 Penalty: 2573.080811
	Iteration 57Q: 3 clusters Score -148469.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -148482.187500 Penalty: 2573.080811
	Iteration 58Q: 3 clusters Score -148482.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -148490.546875 Penalty: 2573.080811
	Iteration 59Q: 3 clusters Score -148490.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -148499.156250 Penalty: 2573.080811
	Iteration 60F: 3 clusters Score -148499.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -148509.546875 Penalty: 2573.080811
	Iteration 61Q: 3 clusters Score -148509.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -148522.937500 Penalty: 2573.080811
	Iteration 62Q: 3 clusters Score -148522.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -148534.953125 Penalty: 2573.080811
	Iteration 63Q: 3 clusters Score -148535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -148545.468750 Penalty: 2573.080811
	Iteration 64Q: 3 clusters Score -148545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -148553.187500 Penalty: 2573.080811
	Iteration 65Q: 3 clusters Score -148553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -148557.609375 Penalty: 2573.080811
	Iteration 66Q: 3 clusters Score -148557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -148562.593750 Penalty: 2573.080811
	Iteration 67Q: 3 clusters Score -148562.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -148568.234375 Penalty: 2573.080811
	Iteration 68Q: 3 clusters Score -148568.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -148573.593750 Penalty: 2573.080811
	Iteration 69Q: 3 clusters Score -148573.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -148576.953125 Penalty: 2573.080811
	Iteration 70Q: 3 clusters Score -148577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -148578.578125 Penalty: 2573.080811
	Iteration 71Q: 3 clusters Score -148578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -148579.515625 Penalty: 2573.080811
	Iteration 72Q: 3 clusters Score -148579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -148580.625000 Penalty: 2573.080811
	Iteration 73Q: 3 clusters Score -148580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -148581.718750 Penalty: 2573.080811
	Iteration 74Q: 3 clusters Score -148581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -148582.734375 Penalty: 2573.080811
	Iteration 75Q: 3 clusters Score -148582.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -148584.187500 Penalty: 2573.080811
	Iteration 76Q: 3 clusters Score -148584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -148584.906250 Penalty: 2573.080811
	Iteration 77Q: 3 clusters Score -148584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -148584.906250 Penalty: 2573.080811
	Iteration 78F: 3 clusters Score -148584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Entering Unmasked Estep 
Score: -895737.875000 Penalty: 1551.008423
	Iteration 0F: 2 clusters Score -895737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -885997.687500 Penalty: 3102.016846
	Iteration 0F: 3 clusters Score -885997.7 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -889147.750000 Penalty: 3102.016846
	Iteration 1F: 3 clusters Score -889147.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -889365.437500 Penalty: 3102.016846
	Iteration 2Q: 3 clusters Score -889365.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -889542.000000 Penalty: 3102.016846
	Iteration 3Q: 3 clusters Score -889542 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -889668.375000 Penalty: 3102.016846
	Iteration 4Q: 3 clusters Score -889668.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -889764.000000 Penalty: 3102.016846
	Iteration 5Q: 3 clusters Score -889764 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -889838.625000 Penalty: 3102.016846
	Iteration 6Q: 3 clusters Score -889838.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -889893.125000 Penalty: 3102.016846
	Iteration 7Q: 3 clusters Score -889893.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -889948.500000 Penalty: 3102.016846
	Iteration 8Q: 3 clusters Score -889948.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -890006.250000 Penalty: 3102.016846
	Iteration 9Q: 3 clusters Score -890006.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -890050.687500 Penalty: 3102.016846
	Iteration 10Q: 3 clusters Score -890050.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -890081.437500 Penalty: 3102.016846
	Iteration 11Q: 3 clusters Score -890081.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -890121.750000 Penalty: 3102.016846
	Iteration 12Q: 3 clusters Score -890121.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -890168.125000 Penalty: 3102.016846
	Iteration 13Q: 3 clusters Score -890168.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -890233.625000 Penalty: 3102.016846
	Iteration 14Q: 3 clusters Score -890233.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -890295.562500 Penalty: 3102.016846
	Iteration 15Q: 3 clusters Score -890295.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -890378.687500 Penalty: 3102.016846
	Iteration 16Q: 3 clusters Score -890378.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -890499.187500 Penalty: 3102.016846
	Iteration 17Q: 3 clusters Score -890499.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -890680.625000 Penalty: 3102.016846
	Iteration 18Q: 3 clusters Score -890680.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -890961.437500 Penalty: 3102.016846
	Iteration 19Q: 3 clusters Score -890961.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -891362.750000 Penalty: 3102.016846
	Iteration 20F: 3 clusters Score -891362.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -891777.187500 Penalty: 3102.016846
	Iteration 21Q: 3 clusters Score -891777.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -892150.687500 Penalty: 3102.016846
	Iteration 22Q: 3 clusters Score -892150.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -892446.875000 Penalty: 3102.016846
	Iteration 23Q: 3 clusters Score -892446.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -892694.375000 Penalty: 3102.016846
	Iteration 24Q: 3 clusters Score -892694.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -892890.812500 Penalty: 3102.016846
	Iteration 25Q: 3 clusters Score -892890.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -893041.875000 Penalty: 3102.016846
	Iteration 26Q: 3 clusters Score -893041.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -893174.562500 Penalty: 3102.016846
	Iteration 27Q: 3 clusters Score -893174.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -893308.937500 Penalty: 3102.016846
	Iteration 28Q: 3 clusters Score -893308.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -893425.625000 Penalty: 3102.016846
	Iteration 29Q: 3 clusters Score -893425.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -893530.687500 Penalty: 3102.016846
	Iteration 30Q: 3 clusters Score -893530.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -893619.687500 Penalty: 3102.016846
	Iteration 31Q: 3 clusters Score -893619.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -893718.625000 Penalty: 3102.016846
	Iteration 32Q: 3 clusters Score -893718.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -893792.250000 Penalty: 3102.016846
	Iteration 33Q: 3 clusters Score -893792.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -893852.375000 Penalty: 3102.016846
	Iteration 34Q: 3 clusters Score -893852.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -893916.375000 Penalty: 3102.016846
	Iteration 35Q: 3 clusters Score -893916.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -893978.687500 Penalty: 3102.016846
	Iteration 36Q: 3 clusters Score -893978.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -894043.812500 Penalty: 3102.016846
	Iteration 37Q: 3 clusters Score -894043.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -894110.937500 Penalty: 3102.016846
	Iteration 38Q: 3 clusters Score -894110.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -894152.375000 Penalty: 3102.016846
	Iteration 39Q: 3 clusters Score -894152.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -894206.125000 Penalty: 3102.016846
	Iteration 40F: 3 clusters Score -894206.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -894246.500000 Penalty: 3102.016846
	Iteration 41Q: 3 clusters Score -894246.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -894270.562500 Penalty: 3102.016846
	Iteration 42Q: 3 clusters Score -894270.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -894290.437500 Penalty: 3102.016846
	Iteration 43Q: 3 clusters Score -894290.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -894312.562500 Penalty: 3102.016846
	Iteration 44Q: 3 clusters Score -894312.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -894325.812500 Penalty: 3102.016846
	Iteration 45Q: 3 clusters Score -894325.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -894340.625000 Penalty: 3102.016846
	Iteration 46Q: 3 clusters Score -894340.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -894354.500000 Penalty: 3102.016846
	Iteration 47Q: 3 clusters Score -894354.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -894363.125000 Penalty: 3102.016846
	Iteration 48Q: 3 clusters Score -894363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -894368.125000 Penalty: 3102.016846
	Iteration 49Q: 3 clusters Score -894368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -894369.812500 Penalty: 3102.016846
	Iteration 50Q: 3 clusters Score -894369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -894373.375000 Penalty: 3102.016846
	Iteration 51Q: 3 clusters Score -894373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -894373.375000 Penalty: 3102.016846
	Iteration 52F: 3 clusters Score -894373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Entering Unmasked Estep 
Score: -579525.125000 Penalty: 1515.877808
	Iteration 0F: 2 clusters Score -579525.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -571555.812500 Penalty: 3031.755615
	Iteration 0F: 3 clusters Score -571555.8 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -574628.000000 Penalty: 3031.755615
	Iteration 1F: 3 clusters Score -574628 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -575643.562500 Penalty: 3031.755615
	Iteration 2F: 3 clusters Score -575643.6 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -576981.375000 Penalty: 3031.755615
	Iteration 3F: 3 clusters Score -576981.4 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -578094.125000 Penalty: 3031.755615
	Iteration 4F: 3 clusters Score -578094.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -578604.312500 Penalty: 3031.755615
	Iteration 5F: 3 clusters Score -578604.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -578835.000000 Penalty: 3031.755615
	Iteration 6Q: 3 clusters Score -578835 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -578955.250000 Penalty: 3031.755615
	Iteration 7Q: 3 clusters Score -578955.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -579013.812500 Penalty: 3031.755615
	Iteration 8Q: 3 clusters Score -579013.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -579059.000000 Penalty: 3031.755615
	Iteration 9Q: 3 clusters Score -579059 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -579096.687500 Penalty: 3031.755615
	Iteration 10Q: 3 clusters Score -579096.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -579132.812500 Penalty: 3031.755615
	Iteration 11Q: 3 clusters Score -579132.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -579164.562500 Penalty: 3031.755615
	Iteration 12Q: 3 clusters Score -579164.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -579192.812500 Penalty: 3031.755615
	Iteration 13Q: 3 clusters Score -579192.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -579221.250000 Penalty: 3031.755615
	Iteration 14Q: 3 clusters Score -579221.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -579242.812500 Penalty: 3031.755615
	Iteration 15Q: 3 clusters Score -579242.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -579262.375000 Penalty: 3031.755615
	Iteration 16Q: 3 clusters Score -579262.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -579286.312500 Penalty: 3031.755615
	Iteration 17Q: 3 clusters Score -579286.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -579324.937500 Penalty: 3031.755615
	Iteration 18Q: 3 clusters Score -579324.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -579370.062500 Penalty: 3031.755615
	Iteration 19Q: 3 clusters Score -579370.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -579417.750000 Penalty: 3031.755615
	Iteration 20F: 3 clusters Score -579417.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -579477.750000 Penalty: 3031.755615
	Iteration 21Q: 3 clusters Score -579477.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -579556.062500 Penalty: 3031.755615
	Iteration 22Q: 3 clusters Score -579556.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -579648.750000 Penalty: 3031.755615
	Iteration 23Q: 3 clusters Score -579648.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -579743.437500 Penalty: 3031.755615
	Iteration 24Q: 3 clusters Score -579743.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -579875.187500 Penalty: 3031.755615
	Iteration 25Q: 3 clusters Score -579875.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -580011.062500 Penalty: 3031.755615
	Iteration 26Q: 3 clusters Score -580011.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -580135.500000 Penalty: 3031.755615
	Iteration 27Q: 3 clusters Score -580135.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -580271.625000 Penalty: 3031.755615
	Iteration 28Q: 3 clusters Score -580271.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -580388.125000 Penalty: 3031.755615
	Iteration 29Q: 3 clusters Score -580388.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -580492.187500 Penalty: 3031.755615
	Iteration 30Q: 3 clusters Score -580492.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -580558.750000 Penalty: 3031.755615
	Iteration 31Q: 3 clusters Score -580558.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -580591.375000 Penalty: 3031.755615
	Iteration 32Q: 3 clusters Score -580591.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -580608.375000 Penalty: 3031.755615
	Iteration 33Q: 3 clusters Score -580608.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -580621.250000 Penalty: 3031.755615
	Iteration 34Q: 3 clusters Score -580621.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -580627.937500 Penalty: 3031.755615
	Iteration 35Q: 3 clusters Score -580627.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -580630.062500 Penalty: 3031.755615
	Iteration 36Q: 3 clusters Score -580630.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -580634.062500 Penalty: 3031.755615
	Iteration 37Q: 3 clusters Score -580634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -580637.812500 Penalty: 3031.755615
	Iteration 38Q: 3 clusters Score -580637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -580638.750000 Penalty: 3031.755615
	Iteration 39Q: 3 clusters Score -580638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -580640.375000 Penalty: 3031.755615
	Iteration 40F: 3 clusters Score -580640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -580641.000000 Penalty: 3031.755615
	Iteration 41Q: 3 clusters Score -580641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -580641.562500 Penalty: 3031.755615
	Iteration 42Q: 3 clusters Score -580641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -580642.125000 Penalty: 3031.755615
	Iteration 43Q: 3 clusters Score -580642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -580642.312500 Penalty: 3031.755615
	Iteration 44Q: 3 clusters Score -580642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -580642.437500 Penalty: 3031.755615
	Iteration 45Q: 3 clusters Score -580642.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -580642.437500 Penalty: 3031.755615
	Iteration 46F: 3 clusters Score -580642.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 22672 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 31115 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 1967 members 
Entering Unmasked Estep 
Score: -34092772.000000 Penalty: 52038.320312
Splitting cluster 11 changes total score from -34089880.000000 to -34092772.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (22672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Entering Unmasked Estep 
Score: -1294593.125000 Penalty: 1629.693970
	Iteration 0F: 2 clusters Score -1294593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1279227.000000 Penalty: 3259.387939
	Iteration 0F: 3 clusters Score -1279227 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1284990.000000 Penalty: 3259.387939
	Iteration 1F: 3 clusters Score -1284990 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1285767.625000 Penalty: 3259.387939
	Iteration 2F: 3 clusters Score -1285768 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1287311.750000 Penalty: 3259.387939
	Iteration 3F: 3 clusters Score -1287312 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1289765.000000 Penalty: 3259.387939
	Iteration 4F: 3 clusters Score -1289765 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1292185.250000 Penalty: 3259.387939
	Iteration 5F: 3 clusters Score -1292185 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1293754.250000 Penalty: 3259.387939
	Iteration 6F: 3 clusters Score -1293754 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1294617.125000 Penalty: 3259.387939
	Iteration 7F: 3 clusters Score -1294617 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1295175.000000 Penalty: 3259.387939
	Iteration 8Q: 3 clusters Score -1295175 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1295652.750000 Penalty: 3259.387939
	Iteration 9Q: 3 clusters Score -1295653 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1296015.000000 Penalty: 3259.387939
	Iteration 10Q: 3 clusters Score -1296015 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1296320.000000 Penalty: 3259.387939
	Iteration 11Q: 3 clusters Score -1296320 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1296557.500000 Penalty: 3259.387939
	Iteration 12Q: 3 clusters Score -1296558 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1296722.000000 Penalty: 3259.387939
	Iteration 13Q: 3 clusters Score -1296722 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1296842.500000 Penalty: 3259.387939
	Iteration 14Q: 3 clusters Score -1296842 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1296959.375000 Penalty: 3259.387939
	Iteration 15Q: 3 clusters Score -1296959 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1297085.875000 Penalty: 3259.387939
	Iteration 16Q: 3 clusters Score -1297086 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1297191.875000 Penalty: 3259.387939
	Iteration 17Q: 3 clusters Score -1297192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1297237.375000 Penalty: 3259.387939
	Iteration 18Q: 3 clusters Score -1297237 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1297255.750000 Penalty: 3259.387939
	Iteration 19Q: 3 clusters Score -1297256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1297258.500000 Penalty: 3259.387939
	Iteration 20F: 3 clusters Score -1297258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1297263.875000 Penalty: 3259.387939
	Iteration 21Q: 3 clusters Score -1297264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1297263.750000 Penalty: 3259.387939
	Iteration 22Q: 3 clusters Score -1297264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1297264.375000 Penalty: 3259.387939
	Iteration 23Q: 3 clusters Score -1297264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1297264.375000 Penalty: 3259.387939
	Iteration 24F: 3 clusters Score -1297264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 18745 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 31115 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 3927 members 
Entering Unmasked Estep 
Score: -34094872.000000 Penalty: 54206.582031
Splitting cluster 12 changes total score from -34089880.000000 to -34094872.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (12964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Entering Unmasked Estep 
Score: -717040.562500 Penalty: 1538.863892
	Iteration 0F: 2 clusters Score -717040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -707999.500000 Penalty: 3077.727783
	Iteration 0F: 3 clusters Score -707999.5 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -711066.562500 Penalty: 3077.727783
	Iteration 1F: 3 clusters Score -711066.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -711410.812500 Penalty: 3077.727783
	Iteration 2F: 3 clusters Score -711410.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -711693.375000 Penalty: 3077.727783
	Iteration 3F: 3 clusters Score -711693.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -711955.437500 Penalty: 3077.727783
	Iteration 4Q: 3 clusters Score -711955.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -712242.687500 Penalty: 3077.727783
	Iteration 5Q: 3 clusters Score -712242.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -712550.375000 Penalty: 3077.727783
	Iteration 6Q: 3 clusters Score -712550.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -712911.875000 Penalty: 3077.727783
	Iteration 7Q: 3 clusters Score -712911.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -713365.812500 Penalty: 3077.727783
	Iteration 8Q: 3 clusters Score -713365.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -713911.562500 Penalty: 3077.727783
	Iteration 9F: 3 clusters Score -713911.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -714419.562500 Penalty: 3077.727783
	Iteration 10Q: 3 clusters Score -714419.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -714815.187500 Penalty: 3077.727783
	Iteration 11Q: 3 clusters Score -714815.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -715052.437500 Penalty: 3077.727783
	Iteration 12Q: 3 clusters Score -715052.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -715214.187500 Penalty: 3077.727783
	Iteration 13Q: 3 clusters Score -715214.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -715317.625000 Penalty: 3077.727783
	Iteration 14Q: 3 clusters Score -715317.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -715375.187500 Penalty: 3077.727783
	Iteration 15Q: 3 clusters Score -715375.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -715405.312500 Penalty: 3077.727783
	Iteration 16Q: 3 clusters Score -715405.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -715425.937500 Penalty: 3077.727783
	Iteration 17Q: 3 clusters Score -715425.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -715437.000000 Penalty: 3077.727783
	Iteration 18Q: 3 clusters Score -715437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -715448.937500 Penalty: 3077.727783
	Iteration 19Q: 3 clusters Score -715448.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -715457.562500 Penalty: 3077.727783
	Iteration 20F: 3 clusters Score -715457.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -715465.187500 Penalty: 3077.727783
	Iteration 21Q: 3 clusters Score -715465.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -715471.000000 Penalty: 3077.727783
	Iteration 22Q: 3 clusters Score -715471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -715477.687500 Penalty: 3077.727783
	Iteration 23Q: 3 clusters Score -715477.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -715480.812500 Penalty: 3077.727783
	Iteration 24Q: 3 clusters Score -715480.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -715488.312500 Penalty: 3077.727783
	Iteration 25Q: 3 clusters Score -715488.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -715491.000000 Penalty: 3077.727783
	Iteration 26Q: 3 clusters Score -715491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -715493.125000 Penalty: 3077.727783
	Iteration 27Q: 3 clusters Score -715493.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -715492.812500 Penalty: 3077.727783
	Iteration 28Q: 3 clusters Score -715492.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -715493.500000 Penalty: 3077.727783
	Iteration 29Q: 3 clusters Score -715493.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -715493.937500 Penalty: 3077.727783
	Iteration 30Q: 3 clusters Score -715493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -715495.687500 Penalty: 3077.727783
	Iteration 31Q: 3 clusters Score -715495.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -715494.687500 Penalty: 3077.727783
	Iteration 32Q: 3 clusters Score -715494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -715495.875000 Penalty: 3077.727783
	Iteration 33Q: 3 clusters Score -715495.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -715498.875000 Penalty: 3077.727783
	Iteration 34Q: 3 clusters Score -715498.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -715498.937500 Penalty: 3077.727783
	Iteration 35Q: 3 clusters Score -715498.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -715499.437500 Penalty: 3077.727783
	Iteration 36Q: 3 clusters Score -715499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -715498.562500 Penalty: 3077.727783
	Iteration 37Q: 3 clusters Score -715498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -715497.937500 Penalty: 3077.727783
	Iteration 38Q: 3 clusters Score -715497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -715499.937500 Penalty: 3077.727783
	Iteration 39Q: 3 clusters Score -715499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -715499.937500 Penalty: 3077.727783
	Iteration 40F: 3 clusters Score -715499.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Entering Unmasked Estep 
Score: -1792028.000000 Penalty: 1681.134888
	Iteration 0F: 2 clusters Score -1792028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1771069.875000 Penalty: 3362.269775
	Iteration 0F: 3 clusters Score -1771070 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1780394.750000 Penalty: 3362.269775
	Iteration 1F: 3 clusters Score -1780395 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1784156.875000 Penalty: 3362.269775
	Iteration 2F: 3 clusters Score -1784157 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1788278.000000 Penalty: 3362.269775
	Iteration 3F: 3 clusters Score -1788278 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1791628.250000 Penalty: 3362.269775
	Iteration 4F: 3 clusters Score -1791628 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1793838.625000 Penalty: 3362.269775
	Iteration 5F: 3 clusters Score -1793839 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1795045.375000 Penalty: 3362.269775
	Iteration 6Q: 3 clusters Score -1795045 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1795648.250000 Penalty: 3362.269775
	Iteration 7Q: 3 clusters Score -1795648 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1796011.750000 Penalty: 3362.269775
	Iteration 8Q: 3 clusters Score -1796012 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1796243.250000 Penalty: 3362.269775
	Iteration 9Q: 3 clusters Score -1796243 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1796395.375000 Penalty: 3362.269775
	Iteration 10Q: 3 clusters Score -1796395 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1796486.000000 Penalty: 3362.269775
	Iteration 11Q: 3 clusters Score -1796486 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1796535.125000 Penalty: 3362.269775
	Iteration 12Q: 3 clusters Score -1796535 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1796559.875000 Penalty: 3362.269775
	Iteration 13Q: 3 clusters Score -1796560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1796568.875000 Penalty: 3362.269775
	Iteration 14Q: 3 clusters Score -1796569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1796574.250000 Penalty: 3362.269775
	Iteration 15Q: 3 clusters Score -1796574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1796569.875000 Penalty: 3362.269775
	Iteration 16Q: 3 clusters Score -1796570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1796574.500000 Penalty: 3362.269775
	Iteration 17Q: 3 clusters Score -1796574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1796577.125000 Penalty: 3362.269775
	Iteration 18Q: 3 clusters Score -1796577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1796577.750000 Penalty: 3362.269775
	Iteration 19Q: 3 clusters Score -1796578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1796579.875000 Penalty: 3362.269775
	Iteration 20F: 3 clusters Score -1796580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1796585.125000 Penalty: 3362.269775
	Iteration 21Q: 3 clusters Score -1796585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1796586.125000 Penalty: 3362.269775
	Iteration 22Q: 3 clusters Score -1796586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1796583.875000 Penalty: 3362.269775
	Iteration 23Q: 3 clusters Score -1796584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1796583.750000 Penalty: 3362.269775
	Iteration 24Q: 3 clusters Score -1796584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1796582.875000 Penalty: 3362.269775
	Iteration 25Q: 3 clusters Score -1796583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1796583.625000 Penalty: 3362.269775
	Iteration 26Q: 3 clusters Score -1796584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1796585.875000 Penalty: 3362.269775
	Iteration 27Q: 3 clusters Score -1796586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1796582.375000 Penalty: 3362.269775
	Iteration 28Q: 3 clusters Score -1796582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1796582.500000 Penalty: 3362.269775
	Iteration 29Q: 3 clusters Score -1796582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1796582.375000 Penalty: 3362.269775
	Iteration 30Q: 3 clusters Score -1796582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1796582.625000 Penalty: 3362.269775
	Iteration 31Q: 3 clusters Score -1796583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1796583.125000 Penalty: 3362.269775
	Iteration 32Q: 3 clusters Score -1796583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1796584.625000 Penalty: 3362.269775
	Iteration 33Q: 3 clusters Score -1796585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1796584.625000 Penalty: 3362.269775
	Iteration 34F: 3 clusters Score -1796585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 18745 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 28715 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 2400 members 
Entering Unmasked Estep 
Score: -34098976.000000 Penalty: 56374.843750
Splitting cluster 14 changes total score from -34089880.000000 to -34098976.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (258402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258402 members 
Entering Unmasked Estep 
Score: -15024298.000000 Penalty: 2025.119141
	Iteration 0F: 2 clusters Score -1.50243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128935 members 
Mstep: Class 2 contains 129467 members 
Entering Unmasked Estep 
Score: -14849722.000000 Penalty: 4050.238281
	Iteration 0F: 3 clusters Score -1.484972e+07 nChanged 125844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123077 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -14925325.000000 Penalty: 4050.238281
	Iteration 1F: 3 clusters Score -1.492532e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118957 members 
Mstep: Class 2 contains 139445 members 
Entering Unmasked Estep 
Score: -14927510.000000 Penalty: 4050.238281
	Iteration 2Q: 3 clusters Score -1.492751e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112333 members 
Mstep: Class 2 contains 146069 members 
Entering Unmasked Estep 
Score: -14930763.000000 Penalty: 4050.238281
	Iteration 3Q: 3 clusters Score -1.493076e+07 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 156484 members 
Entering Unmasked Estep 
Score: -14936227.000000 Penalty: 4050.238281
	Iteration 4Q: 3 clusters Score -1.493623e+07 nChanged 16838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 172018 members 
Entering Unmasked Estep 
Score: -14946339.000000 Penalty: 4050.238281
	Iteration 5F: 3 clusters Score -1.494634e+07 nChanged 21397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 192657 members 
Entering Unmasked Estep 
Score: -14962825.000000 Penalty: 4050.238281
	Iteration 6F: 3 clusters Score -1.496282e+07 nChanged 22969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 215320 members 
Entering Unmasked Estep 
Score: -14983412.000000 Penalty: 4050.238281
	Iteration 7F: 3 clusters Score -1.498341e+07 nChanged 19207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 234441 members 
Entering Unmasked Estep 
Score: -15001304.000000 Penalty: 4050.238281
	Iteration 8F: 3 clusters Score -1.50013e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 246782 members 
Entering Unmasked Estep 
Score: -15012784.000000 Penalty: 4050.238281
	Iteration 9Q: 3 clusters Score -1.501278e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 253247 members 
Entering Unmasked Estep 
Score: -15018456.000000 Penalty: 4050.238281
	Iteration 10Q: 3 clusters Score -1.501846e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 256089 members 
Entering Unmasked Estep 
Score: -15020796.000000 Penalty: 4050.238281
	Iteration 11Q: 3 clusters Score -1.50208e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 257278 members 
Entering Unmasked Estep 
Score: -15021793.000000 Penalty: 4050.238281
	Iteration 12Q: 3 clusters Score -1.502179e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 257730 members 
Entering Unmasked Estep 
Score: -15022201.000000 Penalty: 4050.238281
	Iteration 13Q: 3 clusters Score -1.50222e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 257920 members 
Entering Unmasked Estep 
Score: -15022354.000000 Penalty: 4050.238281
	Iteration 14Q: 3 clusters Score -1.502235e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 258005 members 
Entering Unmasked Estep 
Score: -15022446.000000 Penalty: 4050.238281
	Iteration 15Q: 3 clusters Score -1.502245e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 258036 members 
Entering Unmasked Estep 
Score: -15022509.000000 Penalty: 4050.238281
	Iteration 16Q: 3 clusters Score -1.502251e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 258055 members 
Entering Unmasked Estep 
Score: -15022549.000000 Penalty: 4050.238281
	Iteration 17Q: 3 clusters Score -1.502255e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 258066 members 
Entering Unmasked Estep 
Score: -15022572.000000 Penalty: 4050.238281
	Iteration 18Q: 3 clusters Score -1.502257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 258076 members 
Entering Unmasked Estep 
Score: -15022587.000000 Penalty: 4050.238281
	Iteration 19Q: 3 clusters Score -1.502259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 258076 members 
Entering Unmasked Estep 
Score: -15022592.000000 Penalty: 4050.238281
	Iteration 20F: 3 clusters Score -1.502259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 258077 members 
Entering Unmasked Estep 
Score: -15022595.000000 Penalty: 4050.238281
	Iteration 21Q: 3 clusters Score -1.50226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 258079 members 
Entering Unmasked Estep 
Score: -15022606.000000 Penalty: 4050.238281
	Iteration 22Q: 3 clusters Score -1.502261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 258078 members 
Entering Unmasked Estep 
Score: -15022614.000000 Penalty: 4050.238281
	Iteration 23Q: 3 clusters Score -1.502261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 258081 members 
Entering Unmasked Estep 
Score: -15022617.000000 Penalty: 4050.238281
	Iteration 24Q: 3 clusters Score -1.502262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 258079 members 
Entering Unmasked Estep 
Score: -15022613.000000 Penalty: 4050.238281
	Iteration 25Q: 3 clusters Score -1.502261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 258080 members 
Entering Unmasked Estep 
Score: -15022626.000000 Penalty: 4050.238281
	Iteration 26Q: 3 clusters Score -1.502263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 258081 members 
Entering Unmasked Estep 
Score: -15022622.000000 Penalty: 4050.238281
	Iteration 27Q: 3 clusters Score -1.502262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 258081 members 
Entering Unmasked Estep 
Score: -15022625.000000 Penalty: 4050.238281
	Iteration 28Q: 3 clusters Score -1.502262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 258082 members 
Entering Unmasked Estep 
Score: -15022629.000000 Penalty: 4050.238281
	Iteration 29Q: 3 clusters Score -1.502263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 258082 members 
Entering Unmasked Estep 
Score: -15022629.000000 Penalty: 4050.238281
	Iteration 30Q: 3 clusters Score -1.502263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 258081 members 
Entering Unmasked Estep 
Score: -15022635.000000 Penalty: 4050.238281
	Iteration 31Q: 3 clusters Score -1.502264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 258081 members 
Entering Unmasked Estep 
Score: -15022635.000000 Penalty: 4050.238281
	Iteration 32F: 3 clusters Score -1.502264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -304201.531250 Penalty: 1419.365967
	Iteration 0F: 2 clusters Score -304201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -299488.531250 Penalty: 2838.731934
	Iteration 0F: 3 clusters Score -299488.5 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -301378.687500 Penalty: 2838.731934
	Iteration 1F: 3 clusters Score -301378.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -302078.406250 Penalty: 2838.731934
	Iteration 2F: 3 clusters Score -302078.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -302587.062500 Penalty: 2838.731934
	Iteration 3F: 3 clusters Score -302587.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -302935.250000 Penalty: 2838.731934
	Iteration 4F: 3 clusters Score -302935.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -303159.343750 Penalty: 2838.731934
	Iteration 5Q: 3 clusters Score -303159.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -303285.750000 Penalty: 2838.731934
	Iteration 6Q: 3 clusters Score -303285.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -303360.312500 Penalty: 2838.731934
	Iteration 7Q: 3 clusters Score -303360.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -303407.343750 Penalty: 2838.731934
	Iteration 8Q: 3 clusters Score -303407.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -303447.843750 Penalty: 2838.731934
	Iteration 9Q: 3 clusters Score -303447.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -303505.531250 Penalty: 2838.731934
	Iteration 10Q: 3 clusters Score -303505.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -303557.218750 Penalty: 2838.731934
	Iteration 11Q: 3 clusters Score -303557.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -303585.562500 Penalty: 2838.731934
	Iteration 12Q: 3 clusters Score -303585.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -303614.156250 Penalty: 2838.731934
	Iteration 13Q: 3 clusters Score -303614.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -303640.437500 Penalty: 2838.731934
	Iteration 14Q: 3 clusters Score -303640.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -303665.812500 Penalty: 2838.731934
	Iteration 15Q: 3 clusters Score -303665.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -303693.812500 Penalty: 2838.731934
	Iteration 16Q: 3 clusters Score -303693.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -303733.656250 Penalty: 2838.731934
	Iteration 17Q: 3 clusters Score -303733.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -303785.656250 Penalty: 2838.731934
	Iteration 18Q: 3 clusters Score -303785.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -303840.187500 Penalty: 2838.731934
	Iteration 19Q: 3 clusters Score -303840.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -303927.906250 Penalty: 2838.731934
	Iteration 20F: 3 clusters Score -303927.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -304084.031250 Penalty: 2838.731934
	Iteration 21Q: 3 clusters Score -304084 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -304247.531250 Penalty: 2838.731934
	Iteration 22Q: 3 clusters Score -304247.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -304327.437500 Penalty: 2838.731934
	Iteration 23Q: 3 clusters Score -304327.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -304383.281250 Penalty: 2838.731934
	Iteration 24Q: 3 clusters Score -304383.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -304437.718750 Penalty: 2838.731934
	Iteration 25Q: 3 clusters Score -304437.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -304480.250000 Penalty: 2838.731934
	Iteration 26Q: 3 clusters Score -304480.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -304520.062500 Penalty: 2838.731934
	Iteration 27Q: 3 clusters Score -304520.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -304556.093750 Penalty: 2838.731934
	Iteration 28Q: 3 clusters Score -304556.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -304586.656250 Penalty: 2838.731934
	Iteration 29Q: 3 clusters Score -304586.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -304613.625000 Penalty: 2838.731934
	Iteration 30Q: 3 clusters Score -304613.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -304641.968750 Penalty: 2838.731934
	Iteration 31Q: 3 clusters Score -304642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -304673.656250 Penalty: 2838.731934
	Iteration 32Q: 3 clusters Score -304673.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -304700.093750 Penalty: 2838.731934
	Iteration 33Q: 3 clusters Score -304700.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -304731.312500 Penalty: 2838.731934
	Iteration 34Q: 3 clusters Score -304731.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -304755.281250 Penalty: 2838.731934
	Iteration 35Q: 3 clusters Score -304755.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -304776.531250 Penalty: 2838.731934
	Iteration 36Q: 3 clusters Score -304776.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -304801.656250 Penalty: 2838.731934
	Iteration 37Q: 3 clusters Score -304801.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -304822.843750 Penalty: 2838.731934
	Iteration 38Q: 3 clusters Score -304822.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -304845.093750 Penalty: 2838.731934
	Iteration 39Q: 3 clusters Score -304845.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -304907.593750 Penalty: 2838.731934
	Iteration 40F: 3 clusters Score -304907.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -305032.093750 Penalty: 2838.731934
	Iteration 41Q: 3 clusters Score -305032.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -305164.500000 Penalty: 2838.731934
	Iteration 42Q: 3 clusters Score -305164.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -305281.062500 Penalty: 2838.731934
	Iteration 43Q: 3 clusters Score -305281.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -305369.250000 Penalty: 2838.731934
	Iteration 44Q: 3 clusters Score -305369.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -305399.187500 Penalty: 2838.731934
	Iteration 45Q: 3 clusters Score -305399.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -305414.906250 Penalty: 2838.731934
	Iteration 46Q: 3 clusters Score -305414.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -305423.531250 Penalty: 2838.731934
	Iteration 47Q: 3 clusters Score -305423.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -305428.031250 Penalty: 2838.731934
	Iteration 48Q: 3 clusters Score -305428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -305432.843750 Penalty: 2838.731934
	Iteration 49Q: 3 clusters Score -305432.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -305436.000000 Penalty: 2838.731934
	Iteration 50Q: 3 clusters Score -305436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -305441.312500 Penalty: 2838.731934
	Iteration 51Q: 3 clusters Score -305441.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -305444.218750 Penalty: 2838.731934
	Iteration 52Q: 3 clusters Score -305444.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -305448.062500 Penalty: 2838.731934
	Iteration 53Q: 3 clusters Score -305448.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -305452.031250 Penalty: 2838.731934
	Iteration 54Q: 3 clusters Score -305452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -305455.906250 Penalty: 2838.731934
	Iteration 55Q: 3 clusters Score -305455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -305458.375000 Penalty: 2838.731934
	Iteration 56Q: 3 clusters Score -305458.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -305462.375000 Penalty: 2838.731934
	Iteration 57Q: 3 clusters Score -305462.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -305464.000000 Penalty: 2838.731934
	Iteration 58Q: 3 clusters Score -305464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -305466.843750 Penalty: 2838.731934
	Iteration 59Q: 3 clusters Score -305466.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -305483.656250 Penalty: 2838.731934
	Iteration 60F: 3 clusters Score -305483.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -305491.750000 Penalty: 2838.731934
	Iteration 61Q: 3 clusters Score -305491.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -305496.375000 Penalty: 2838.731934
	Iteration 62Q: 3 clusters Score -305496.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -305499.593750 Penalty: 2838.731934
	Iteration 63Q: 3 clusters Score -305499.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -305504.781250 Penalty: 2838.731934
	Iteration 64Q: 3 clusters Score -305504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -305507.500000 Penalty: 2838.731934
	Iteration 65Q: 3 clusters Score -305507.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -305508.531250 Penalty: 2838.731934
	Iteration 66Q: 3 clusters Score -305508.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -305508.375000 Penalty: 2838.731934
	Iteration 67Q: 3 clusters Score -305508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -305509.218750 Penalty: 2838.731934
	Iteration 68Q: 3 clusters Score -305509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -305509.937500 Penalty: 2838.731934
	Iteration 69Q: 3 clusters Score -305509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -305510.531250 Penalty: 2838.731934
	Iteration 70Q: 3 clusters Score -305510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -305510.656250 Penalty: 2838.731934
	Iteration 71Q: 3 clusters Score -305510.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -305510.843750 Penalty: 2838.731934
	Iteration 72Q: 3 clusters Score -305510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -305510.843750 Penalty: 2838.731934
	Iteration 73F: 3 clusters Score -305510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 18745 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 28715 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 2400 members 
Mstep: Class 27 contains 3887 members 
Entering Unmasked Estep 
Score: -34099604.000000 Penalty: 58543.109375
Splitting cluster 16 changes total score from -34089880.000000 to -34099604.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (5569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Entering Unmasked Estep 
Score: -318656.468750 Penalty: 1401.557739
	Iteration 0F: 2 clusters Score -318656.5 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 2786 members 
Entering Unmasked Estep 
Score: -314303.000000 Penalty: 2803.115479
	Iteration 0F: 3 clusters Score -314303 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -315553.250000 Penalty: 2803.115479
	Iteration 1F: 3 clusters Score -315553.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -315738.125000 Penalty: 2803.115479
	Iteration 2F: 3 clusters Score -315738.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -315891.906250 Penalty: 2803.115479
	Iteration 3F: 3 clusters Score -315891.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -315997.750000 Penalty: 2803.115479
	Iteration 4Q: 3 clusters Score -315997.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -316081.500000 Penalty: 2803.115479
	Iteration 5Q: 3 clusters Score -316081.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -316145.125000 Penalty: 2803.115479
	Iteration 6Q: 3 clusters Score -316145.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -316203.062500 Penalty: 2803.115479
	Iteration 7Q: 3 clusters Score -316203.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -316257.625000 Penalty: 2803.115479
	Iteration 8Q: 3 clusters Score -316257.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -316306.781250 Penalty: 2803.115479
	Iteration 9Q: 3 clusters Score -316306.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -316351.875000 Penalty: 2803.115479
	Iteration 10Q: 3 clusters Score -316351.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -316393.031250 Penalty: 2803.115479
	Iteration 11Q: 3 clusters Score -316393 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -316441.343750 Penalty: 2803.115479
	Iteration 12Q: 3 clusters Score -316441.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -316483.312500 Penalty: 2803.115479
	Iteration 13Q: 3 clusters Score -316483.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -316519.687500 Penalty: 2803.115479
	Iteration 14Q: 3 clusters Score -316519.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -316559.250000 Penalty: 2803.115479
	Iteration 15Q: 3 clusters Score -316559.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -316600.750000 Penalty: 2803.115479
	Iteration 16Q: 3 clusters Score -316600.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -316654.406250 Penalty: 2803.115479
	Iteration 17Q: 3 clusters Score -316654.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -316739.156250 Penalty: 2803.115479
	Iteration 18Q: 3 clusters Score -316739.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -316877.812500 Penalty: 2803.115479
	Iteration 19Q: 3 clusters Score -316877.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -317135.437500 Penalty: 2803.115479
	Iteration 20F: 3 clusters Score -317135.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -317710.031250 Penalty: 2803.115479
	Iteration 21F: 3 clusters Score -317710 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -318326.625000 Penalty: 2803.115479
	Iteration 22F: 3 clusters Score -318326.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -318631.656250 Penalty: 2803.115479
	Iteration 23F: 3 clusters Score -318631.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -318772.187500 Penalty: 2803.115479
	Iteration 24Q: 3 clusters Score -318772.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -318872.968750 Penalty: 2803.115479
	Iteration 25Q: 3 clusters Score -318873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -318959.250000 Penalty: 2803.115479
	Iteration 26Q: 3 clusters Score -318959.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -319017.468750 Penalty: 2803.115479
	Iteration 27Q: 3 clusters Score -319017.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -319048.062500 Penalty: 2803.115479
	Iteration 28Q: 3 clusters Score -319048.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -319063.031250 Penalty: 2803.115479
	Iteration 29Q: 3 clusters Score -319063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -319076.812500 Penalty: 2803.115479
	Iteration 30Q: 3 clusters Score -319076.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -319084.031250 Penalty: 2803.115479
	Iteration 31Q: 3 clusters Score -319084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -319092.562500 Penalty: 2803.115479
	Iteration 32Q: 3 clusters Score -319092.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -319102.125000 Penalty: 2803.115479
	Iteration 33Q: 3 clusters Score -319102.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -319111.187500 Penalty: 2803.115479
	Iteration 34Q: 3 clusters Score -319111.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -319117.656250 Penalty: 2803.115479
	Iteration 35Q: 3 clusters Score -319117.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -319122.187500 Penalty: 2803.115479
	Iteration 36Q: 3 clusters Score -319122.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -319125.281250 Penalty: 2803.115479
	Iteration 37Q: 3 clusters Score -319125.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -319127.406250 Penalty: 2803.115479
	Iteration 38Q: 3 clusters Score -319127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -319128.156250 Penalty: 2803.115479
	Iteration 39Q: 3 clusters Score -319128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -319129.250000 Penalty: 2803.115479
	Iteration 40F: 3 clusters Score -319129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -319129.906250 Penalty: 2803.115479
	Iteration 41Q: 3 clusters Score -319129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -319129.281250 Penalty: 2803.115479
	Iteration 42Q: 3 clusters Score -319129.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -319132.593750 Penalty: 2803.115479
	Iteration 43Q: 3 clusters Score -319132.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -319138.000000 Penalty: 2803.115479
	Iteration 44Q: 3 clusters Score -319138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -319142.812500 Penalty: 2803.115479
	Iteration 45Q: 3 clusters Score -319142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -319145.531250 Penalty: 2803.115479
	Iteration 46Q: 3 clusters Score -319145.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -319146.843750 Penalty: 2803.115479
	Iteration 47Q: 3 clusters Score -319146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -319147.750000 Penalty: 2803.115479
	Iteration 48Q: 3 clusters Score -319147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -319148.937500 Penalty: 2803.115479
	Iteration 49Q: 3 clusters Score -319148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -319149.656250 Penalty: 2803.115479
	Iteration 50Q: 3 clusters Score -319149.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -319150.843750 Penalty: 2803.115479
	Iteration 51Q: 3 clusters Score -319150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -319152.031250 Penalty: 2803.115479
	Iteration 52Q: 3 clusters Score -319152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -319151.562500 Penalty: 2803.115479
	Iteration 53Q: 3 clusters Score -319151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -319151.656250 Penalty: 2803.115479
	Iteration 54Q: 3 clusters Score -319151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -319151.656250 Penalty: 2803.115479
	Iteration 55F: 3 clusters Score -319151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 18745 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 28715 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 2400 members 
Mstep: Class 27 contains 3887 members 
Mstep: Class 28 contains 3850 members 
Entering Unmasked Estep 
Score: -34099300.000000 Penalty: 60711.371094
Splitting cluster 17 changes total score from -34089880.000000 to -34099300.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (41784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Entering Unmasked Estep 
Score: -2418273.500000 Penalty: 1729.043579
	Iteration 0F: 2 clusters Score -2418274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2390360.500000 Penalty: 3458.087158
	Iteration 0F: 3 clusters Score -2390360 nChanged 19411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2401697.250000 Penalty: 3458.087158
	Iteration 1F: 3 clusters Score -2401697 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2403257.000000 Penalty: 3458.087158
	Iteration 2F: 3 clusters Score -2403257 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2405758.500000 Penalty: 3458.087158
	Iteration 3F: 3 clusters Score -2405758 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2408644.500000 Penalty: 3458.087158
	Iteration 4F: 3 clusters Score -2408644 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2410873.750000 Penalty: 3458.087158
	Iteration 5F: 3 clusters Score -2410874 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2412250.750000 Penalty: 3458.087158
	Iteration 6F: 3 clusters Score -2412251 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2413067.750000 Penalty: 3458.087158
	Iteration 7Q: 3 clusters Score -2413068 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2413651.500000 Penalty: 3458.087158
	Iteration 8Q: 3 clusters Score -2413652 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2414173.000000 Penalty: 3458.087158
	Iteration 9Q: 3 clusters Score -2414173 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2414667.000000 Penalty: 3458.087158
	Iteration 10Q: 3 clusters Score -2414667 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2415204.500000 Penalty: 3458.087158
	Iteration 11Q: 3 clusters Score -2415204 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2415708.000000 Penalty: 3458.087158
	Iteration 12Q: 3 clusters Score -2415708 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2416107.500000 Penalty: 3458.087158
	Iteration 13Q: 3 clusters Score -2416108 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2416388.750000 Penalty: 3458.087158
	Iteration 14Q: 3 clusters Score -2416389 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2416547.500000 Penalty: 3458.087158
	Iteration 15Q: 3 clusters Score -2416548 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2416654.750000 Penalty: 3458.087158
	Iteration 16Q: 3 clusters Score -2416655 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2416729.500000 Penalty: 3458.087158
	Iteration 17Q: 3 clusters Score -2416730 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2416786.500000 Penalty: 3458.087158
	Iteration 18Q: 3 clusters Score -2416786 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2416853.500000 Penalty: 3458.087158
	Iteration 19Q: 3 clusters Score -2416854 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2416880.000000 Penalty: 3458.087158
	Iteration 20F: 3 clusters Score -2416880 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2416917.000000 Penalty: 3458.087158
	Iteration 21Q: 3 clusters Score -2416917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2416948.750000 Penalty: 3458.087158
	Iteration 22Q: 3 clusters Score -2416949 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2416977.750000 Penalty: 3458.087158
	Iteration 23Q: 3 clusters Score -2416978 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2417006.500000 Penalty: 3458.087158
	Iteration 24Q: 3 clusters Score -2417006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2417033.750000 Penalty: 3458.087158
	Iteration 25Q: 3 clusters Score -2417034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2417058.750000 Penalty: 3458.087158
	Iteration 26Q: 3 clusters Score -2417059 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2417084.750000 Penalty: 3458.087158
	Iteration 27Q: 3 clusters Score -2417085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2417123.750000 Penalty: 3458.087158
	Iteration 28Q: 3 clusters Score -2417124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2417143.000000 Penalty: 3458.087158
	Iteration 29Q: 3 clusters Score -2417143 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2417172.500000 Penalty: 3458.087158
	Iteration 30Q: 3 clusters Score -2417172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2417192.250000 Penalty: 3458.087158
	Iteration 31Q: 3 clusters Score -2417192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2417235.000000 Penalty: 3458.087158
	Iteration 32Q: 3 clusters Score -2417235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2417303.250000 Penalty: 3458.087158
	Iteration 33Q: 3 clusters Score -2417303 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2417364.750000 Penalty: 3458.087158
	Iteration 34Q: 3 clusters Score -2417365 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2417433.750000 Penalty: 3458.087158
	Iteration 35Q: 3 clusters Score -2417434 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2417484.000000 Penalty: 3458.087158
	Iteration 36Q: 3 clusters Score -2417484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2417535.750000 Penalty: 3458.087158
	Iteration 37Q: 3 clusters Score -2417536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2417558.750000 Penalty: 3458.087158
	Iteration 38Q: 3 clusters Score -2417559 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2417589.750000 Penalty: 3458.087158
	Iteration 39Q: 3 clusters Score -2417590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2417595.500000 Penalty: 3458.087158
	Iteration 40F: 3 clusters Score -2417596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2417599.500000 Penalty: 3458.087158
	Iteration 41Q: 3 clusters Score -2417600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2417602.750000 Penalty: 3458.087158
	Iteration 42Q: 3 clusters Score -2417603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2417605.750000 Penalty: 3458.087158
	Iteration 43Q: 3 clusters Score -2417606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2417606.000000 Penalty: 3458.087158
	Iteration 44Q: 3 clusters Score -2417606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2417610.000000 Penalty: 3458.087158
	Iteration 45Q: 3 clusters Score -2417610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2417610.000000 Penalty: 3458.087158
	Iteration 46F: 3 clusters Score -2417610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Entering Unmasked Estep 
Score: -1511703.500000 Penalty: 1678.581909
	Iteration 0F: 2 clusters Score -1511704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1491056.625000 Penalty: 3357.163818
	Iteration 0F: 3 clusters Score -1491057 nChanged 14153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1499371.750000 Penalty: 3357.163818
	Iteration 1F: 3 clusters Score -1499372 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1500263.125000 Penalty: 3357.163818
	Iteration 2F: 3 clusters Score -1500263 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1501306.000000 Penalty: 3357.163818
	Iteration 3F: 3 clusters Score -1501306 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1502526.750000 Penalty: 3357.163818
	Iteration 4F: 3 clusters Score -1502527 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1503702.250000 Penalty: 3357.163818
	Iteration 5F: 3 clusters Score -1503702 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -1504697.500000 Penalty: 3357.163818
	Iteration 6F: 3 clusters Score -1504698 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -1505552.375000 Penalty: 3357.163818
	Iteration 7F: 3 clusters Score -1505552 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -1506294.125000 Penalty: 3357.163818
	Iteration 8Q: 3 clusters Score -1506294 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -1506939.125000 Penalty: 3357.163818
	Iteration 9Q: 3 clusters Score -1506939 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -1507448.750000 Penalty: 3357.163818
	Iteration 10Q: 3 clusters Score -1507449 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -1507823.500000 Penalty: 3357.163818
	Iteration 11Q: 3 clusters Score -1507824 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -1508176.750000 Penalty: 3357.163818
	Iteration 12Q: 3 clusters Score -1508177 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -1508487.750000 Penalty: 3357.163818
	Iteration 13Q: 3 clusters Score -1508488 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -1508780.000000 Penalty: 3357.163818
	Iteration 14Q: 3 clusters Score -1508780 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -1509088.125000 Penalty: 3357.163818
	Iteration 15Q: 3 clusters Score -1509088 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -1509441.125000 Penalty: 3357.163818
	Iteration 16Q: 3 clusters Score -1509441 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -1509750.625000 Penalty: 3357.163818
	Iteration 17Q: 3 clusters Score -1509751 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -1510077.750000 Penalty: 3357.163818
	Iteration 18Q: 3 clusters Score -1510078 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -1510330.000000 Penalty: 3357.163818
	Iteration 19Q: 3 clusters Score -1510330 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -1510498.500000 Penalty: 3357.163818
	Iteration 20F: 3 clusters Score -1510498 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -1510631.500000 Penalty: 3357.163818
	Iteration 21Q: 3 clusters Score -1510632 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -1510731.000000 Penalty: 3357.163818
	Iteration 22Q: 3 clusters Score -1510731 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -1510790.750000 Penalty: 3357.163818
	Iteration 23Q: 3 clusters Score -1510791 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -1510834.375000 Penalty: 3357.163818
	Iteration 24Q: 3 clusters Score -1510834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -1510876.750000 Penalty: 3357.163818
	Iteration 25Q: 3 clusters Score -1510877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -1510906.875000 Penalty: 3357.163818
	Iteration 26Q: 3 clusters Score -1510907 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -1510925.625000 Penalty: 3357.163818
	Iteration 27Q: 3 clusters Score -1510926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -1510948.125000 Penalty: 3357.163818
	Iteration 28Q: 3 clusters Score -1510948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -1510961.500000 Penalty: 3357.163818
	Iteration 29Q: 3 clusters Score -1510962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -1510966.875000 Penalty: 3357.163818
	Iteration 30Q: 3 clusters Score -1510967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -1510968.000000 Penalty: 3357.163818
	Iteration 31Q: 3 clusters Score -1510968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -1510970.625000 Penalty: 3357.163818
	Iteration 32Q: 3 clusters Score -1510971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -1510976.875000 Penalty: 3357.163818
	Iteration 33Q: 3 clusters Score -1510977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -1510975.250000 Penalty: 3357.163818
	Iteration 34Q: 3 clusters Score -1510975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -1510980.250000 Penalty: 3357.163818
	Iteration 35Q: 3 clusters Score -1510980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -1510981.875000 Penalty: 3357.163818
	Iteration 36Q: 3 clusters Score -1510982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -1510986.750000 Penalty: 3357.163818
	Iteration 37Q: 3 clusters Score -1510987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -1510990.250000 Penalty: 3357.163818
	Iteration 38Q: 3 clusters Score -1510990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -1510998.250000 Penalty: 3357.163818
	Iteration 39Q: 3 clusters Score -1510998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -1511000.000000 Penalty: 3357.163818
	Iteration 40F: 3 clusters Score -1511000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -1511001.375000 Penalty: 3357.163818
	Iteration 41Q: 3 clusters Score -1511001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -1510999.500000 Penalty: 3357.163818
	Iteration 42Q: 3 clusters Score -1511000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -1511004.500000 Penalty: 3357.163818
	Iteration 43Q: 3 clusters Score -1511004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -1511003.875000 Penalty: 3357.163818
	Iteration 44Q: 3 clusters Score -1511004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -1511001.125000 Penalty: 3357.163818
	Iteration 45Q: 3 clusters Score -1511001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -1511001.250000 Penalty: 3357.163818
	Iteration 46Q: 3 clusters Score -1511001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -1511003.625000 Penalty: 3357.163818
	Iteration 47Q: 3 clusters Score -1511004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -1511007.125000 Penalty: 3357.163818
	Iteration 48Q: 3 clusters Score -1511007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -1511006.625000 Penalty: 3357.163818
	Iteration 49Q: 3 clusters Score -1511007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -1511007.625000 Penalty: 3357.163818
	Iteration 50Q: 3 clusters Score -1511008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -1511008.750000 Penalty: 3357.163818
	Iteration 51Q: 3 clusters Score -1511009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -1511008.625000 Penalty: 3357.163818
	Iteration 52Q: 3 clusters Score -1511009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -1511009.000000 Penalty: 3357.163818
	Iteration 53Q: 3 clusters Score -1511009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -1511008.500000 Penalty: 3357.163818
	Iteration 54Q: 3 clusters Score -1511008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -1511005.875000 Penalty: 3357.163818
	Iteration 55Q: 3 clusters Score -1511006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -1511006.375000 Penalty: 3357.163818
	Iteration 56Q: 3 clusters Score -1511006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -1511010.875000 Penalty: 3357.163818
	Iteration 57Q: 3 clusters Score -1511011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -1511011.375000 Penalty: 3357.163818
	Iteration 58Q: 3 clusters Score -1511011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -1511011.000000 Penalty: 3357.163818
	Iteration 59Q: 3 clusters Score -1511011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -1511011.000000 Penalty: 3357.163818
	Iteration 60F: 3 clusters Score -1511011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Entering Unmasked Estep 
Score: -282373.625000 Penalty: 1405.278931
	Iteration 0F: 2 clusters Score -282373.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -278021.343750 Penalty: 2810.557861
	Iteration 0F: 3 clusters Score -278021.3 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -279485.000000 Penalty: 2810.557861
	Iteration 1F: 3 clusters Score -279485 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -279883.875000 Penalty: 2810.557861
	Iteration 2F: 3 clusters Score -279883.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -280268.906250 Penalty: 2810.557861
	Iteration 3F: 3 clusters Score -280268.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -280626.000000 Penalty: 2810.557861
	Iteration 4F: 3 clusters Score -280626 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -280948.250000 Penalty: 2810.557861
	Iteration 5F: 3 clusters Score -280948.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -281241.968750 Penalty: 2810.557861
	Iteration 6F: 3 clusters Score -281242 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -281490.093750 Penalty: 2810.557861
	Iteration 7Q: 3 clusters Score -281490.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -281817.406250 Penalty: 2810.557861
	Iteration 8Q: 3 clusters Score -281817.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -282151.187500 Penalty: 2810.557861
	Iteration 9Q: 3 clusters Score -282151.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -282324.843750 Penalty: 2810.557861
	Iteration 10Q: 3 clusters Score -282324.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -282424.437500 Penalty: 2810.557861
	Iteration 11Q: 3 clusters Score -282424.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -282480.500000 Penalty: 2810.557861
	Iteration 12Q: 3 clusters Score -282480.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -282510.125000 Penalty: 2810.557861
	Iteration 13Q: 3 clusters Score -282510.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -282528.250000 Penalty: 2810.557861
	Iteration 14Q: 3 clusters Score -282528.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -282539.562500 Penalty: 2810.557861
	Iteration 15Q: 3 clusters Score -282539.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -282548.125000 Penalty: 2810.557861
	Iteration 16Q: 3 clusters Score -282548.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -282553.468750 Penalty: 2810.557861
	Iteration 17Q: 3 clusters Score -282553.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -282557.218750 Penalty: 2810.557861
	Iteration 18Q: 3 clusters Score -282557.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -282559.656250 Penalty: 2810.557861
	Iteration 19Q: 3 clusters Score -282559.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -282562.437500 Penalty: 2810.557861
	Iteration 20F: 3 clusters Score -282562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -282568.343750 Penalty: 2810.557861
	Iteration 21Q: 3 clusters Score -282568.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -282573.718750 Penalty: 2810.557861
	Iteration 22Q: 3 clusters Score -282573.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -282578.812500 Penalty: 2810.557861
	Iteration 23Q: 3 clusters Score -282578.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -282580.875000 Penalty: 2810.557861
	Iteration 24Q: 3 clusters Score -282580.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -282582.093750 Penalty: 2810.557861
	Iteration 25Q: 3 clusters Score -282582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -282583.687500 Penalty: 2810.557861
	Iteration 26Q: 3 clusters Score -282583.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -282584.062500 Penalty: 2810.557861
	Iteration 27Q: 3 clusters Score -282584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -282585.062500 Penalty: 2810.557861
	Iteration 28Q: 3 clusters Score -282585.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -282586.500000 Penalty: 2810.557861
	Iteration 29Q: 3 clusters Score -282586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -282588.406250 Penalty: 2810.557861
	Iteration 30Q: 3 clusters Score -282588.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -282590.187500 Penalty: 2810.557861
	Iteration 31Q: 3 clusters Score -282590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -282590.531250 Penalty: 2810.557861
	Iteration 32Q: 3 clusters Score -282590.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -282591.093750 Penalty: 2810.557861
	Iteration 33Q: 3 clusters Score -282591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -282591.656250 Penalty: 2810.557861
	Iteration 34Q: 3 clusters Score -282591.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -282592.718750 Penalty: 2810.557861
	Iteration 35Q: 3 clusters Score -282592.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -282591.937500 Penalty: 2810.557861
	Iteration 36Q: 3 clusters Score -282591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -282593.125000 Penalty: 2810.557861
	Iteration 37Q: 3 clusters Score -282593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -282592.937500 Penalty: 2810.557861
	Iteration 38Q: 3 clusters Score -282592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -282593.531250 Penalty: 2810.557861
	Iteration 39Q: 3 clusters Score -282593.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -282593.343750 Penalty: 2810.557861
	Iteration 40F: 3 clusters Score -282593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -282593.593750 Penalty: 2810.557861
	Iteration 41Q: 3 clusters Score -282593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -282594.218750 Penalty: 2810.557861
	Iteration 42Q: 3 clusters Score -282594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -282594.062500 Penalty: 2810.557861
	Iteration 43Q: 3 clusters Score -282594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -282595.812500 Penalty: 2810.557861
	Iteration 44Q: 3 clusters Score -282595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -282597.031250 Penalty: 2810.557861
	Iteration 45Q: 3 clusters Score -282597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -282597.093750 Penalty: 2810.557861
	Iteration 46Q: 3 clusters Score -282597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -282597.531250 Penalty: 2810.557861
	Iteration 47Q: 3 clusters Score -282597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -282598.875000 Penalty: 2810.557861
	Iteration 48Q: 3 clusters Score -282598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -282598.625000 Penalty: 2810.557861
	Iteration 49Q: 3 clusters Score -282598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -282598.968750 Penalty: 2810.557861
	Iteration 50Q: 3 clusters Score -282599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -282599.468750 Penalty: 2810.557861
	Iteration 51Q: 3 clusters Score -282599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -282599.656250 Penalty: 2810.557861
	Iteration 52Q: 3 clusters Score -282599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -282599.312500 Penalty: 2810.557861
	Iteration 53Q: 3 clusters Score -282599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -282599.593750 Penalty: 2810.557861
	Iteration 54Q: 3 clusters Score -282599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -282600.593750 Penalty: 2810.557861
	Iteration 55Q: 3 clusters Score -282600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -282601.000000 Penalty: 2810.557861
	Iteration 56Q: 3 clusters Score -282601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -282601.000000 Penalty: 2810.557861
	Iteration 57F: 3 clusters Score -282601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 18745 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 28715 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 1820 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 2400 members 
Mstep: Class 27 contains 3887 members 
Mstep: Class 28 contains 3850 members 
Mstep: Class 29 contains 3878 members 
Entering Unmasked Estep 
Score: -34098864.000000 Penalty: 62879.636719
Splitting cluster 21 changes total score from -34089880.000000 to -34098864.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 110704 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 18745 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 28715 members 
Mstep: Class 15 contains 258402 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34104280.000000 Penalty: 62879.636719
Iteration 39Q: 30 clusters Score -3.410428e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 21169 members 
Mstep: Class 3 contains 109653 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 8700 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 2476 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 13812 members 
Mstep: Class 11 contains 9397 members 
Mstep: Class 12 contains 18902 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 30080 members 
Mstep: Class 15 contains 257565 members 
Mstep: Class 16 contains 2455 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 41737 members 
Mstep: Class 19 contains 4755 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 1963 members 
Mstep: Class 25 contains 3867 members 
Mstep: Class 26 contains 2396 members 
Mstep: Class 27 contains 3695 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34108640.000000 Penalty: 62879.636719
Iteration 40F: 30 clusters Score -3.410864e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 21166 members 
Mstep: Class 3 contains 108534 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 9585 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 9195 members 
Mstep: Class 12 contains 18840 members 
Mstep: Class 13 contains 12934 members 
Mstep: Class 14 contains 30954 members 
Mstep: Class 15 contains 256802 members 
Mstep: Class 16 contains 2499 members 
Mstep: Class 17 contains 2004 members 
Mstep: Class 18 contains 41641 members 
Mstep: Class 19 contains 4828 members 
Mstep: Class 20 contains 31176 members 
Mstep: Class 21 contains 1742 members 
Mstep: Class 22 contains 4770 members 
Mstep: Class 23 contains 4535 members 
Mstep: Class 24 contains 1966 members 
Mstep: Class 25 contains 3890 members 
Mstep: Class 26 contains 2462 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 4118 members 
Mstep: Class 29 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34110728.000000 Penalty: 62879.636719
Iteration 41Q: 30 clusters Score -3.411073e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 21256 members 
Mstep: Class 3 contains 107644 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 8813 members 
Mstep: Class 6 contains 9896 members 
Mstep: Class 7 contains 2507 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 13428 members 
Mstep: Class 11 contains 9053 members 
Mstep: Class 12 contains 18770 members 
Mstep: Class 13 contains 12845 members 
Mstep: Class 14 contains 31672 members 
Mstep: Class 15 contains 256126 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 41592 members 
Mstep: Class 19 contains 4840 members 
Mstep: Class 20 contains 31440 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 5119 members 
Mstep: Class 23 contains 4507 members 
Mstep: Class 24 contains 1983 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 2511 members 
Mstep: Class 27 contains 3704 members 
Mstep: Class 28 contains 4253 members 
Mstep: Class 29 contains 3578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34111868.000000 Penalty: 62879.636719
Iteration 42Q: 30 clusters Score -3.411187e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 21376 members 
Mstep: Class 3 contains 106932 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 8859 members 
Mstep: Class 6 contains 10138 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 10 contains 13188 members 
Mstep: Class 11 contains 8935 members 
Mstep: Class 12 contains 18706 members 
Mstep: Class 13 contains 12777 members 
Mstep: Class 14 contains 32258 members 
Mstep: Class 15 contains 255555 members 
Mstep: Class 16 contains 2540 members 
Mstep: Class 17 contains 2253 members 
Mstep: Class 18 contains 41568 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 31704 members 
Mstep: Class 21 contains 1689 members 
Mstep: Class 22 contains 5348 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 1997 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 2562 members 
Mstep: Class 27 contains 3704 members 
Mstep: Class 28 contains 4343 members 
Mstep: Class 29 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113028.000000 Penalty: 62879.636719
Iteration 43Q: 30 clusters Score -3.411303e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 21530 members 
Mstep: Class 3 contains 106215 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 8892 members 
Mstep: Class 6 contains 10353 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 2799 members 
Mstep: Class 10 contains 12925 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 18652 members 
Mstep: Class 13 contains 12697 members 
Mstep: Class 14 contains 32807 members 
Mstep: Class 15 contains 255088 members 
Mstep: Class 16 contains 2558 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 41552 members 
Mstep: Class 19 contains 4874 members 
Mstep: Class 20 contains 32016 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 5524 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 3989 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 4422 members 
Mstep: Class 29 contains 3522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113672.000000 Penalty: 62879.636719
Iteration 44Q: 30 clusters Score -3.411367e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 21699 members 
Mstep: Class 3 contains 105602 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 8942 members 
Mstep: Class 6 contains 10557 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 12617 members 
Mstep: Class 11 contains 8795 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 13 contains 12627 members 
Mstep: Class 14 contains 33281 members 
Mstep: Class 15 contains 254664 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 17 contains 2449 members 
Mstep: Class 18 contains 41537 members 
Mstep: Class 19 contains 4879 members 
Mstep: Class 20 contains 32282 members 
Mstep: Class 21 contains 1657 members 
Mstep: Class 22 contains 5656 members 
Mstep: Class 23 contains 4417 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 4503 members 
Mstep: Class 29 contains 3501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113960.000000 Penalty: 62879.636719
Iteration 45Q: 30 clusters Score -3.411396e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 21866 members 
Mstep: Class 3 contains 105136 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 6 contains 10734 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 8 contains 2603 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 8739 members 
Mstep: Class 12 contains 18586 members 
Mstep: Class 13 contains 12569 members 
Mstep: Class 14 contains 33684 members 
Mstep: Class 15 contains 254324 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 2541 members 
Mstep: Class 18 contains 41515 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 32501 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 5788 members 
Mstep: Class 23 contains 4406 members 
Mstep: Class 24 contains 2006 members 
Mstep: Class 25 contains 4025 members 
Mstep: Class 26 contains 2648 members 
Mstep: Class 27 contains 3692 members 
Mstep: Class 28 contains 4578 members 
Mstep: Class 29 contains 3462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114436.000000 Penalty: 62879.636719
Iteration 46Q: 30 clusters Score -3.411444e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 22042 members 
Mstep: Class 3 contains 104709 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 9030 members 
Mstep: Class 6 contains 10872 members 
Mstep: Class 7 contains 2571 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 11876 members 
Mstep: Class 11 contains 8666 members 
Mstep: Class 12 contains 18555 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 34041 members 
Mstep: Class 15 contains 254055 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 41499 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 32708 members 
Mstep: Class 21 contains 1673 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 2662 members 
Mstep: Class 27 contains 3694 members 
Mstep: Class 28 contains 4631 members 
Mstep: Class 29 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114860.000000 Penalty: 62879.636719
Iteration 47Q: 30 clusters Score -3.411486e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 22217 members 
Mstep: Class 3 contains 104383 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 2576 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 8604 members 
Mstep: Class 12 contains 18534 members 
Mstep: Class 13 contains 12479 members 
Mstep: Class 14 contains 34371 members 
Mstep: Class 15 contains 253792 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 41467 members 
Mstep: Class 19 contains 4892 members 
Mstep: Class 20 contains 32952 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 6021 members 
Mstep: Class 23 contains 4385 members 
Mstep: Class 24 contains 2017 members 
Mstep: Class 25 contains 4045 members 
Mstep: Class 26 contains 2681 members 
Mstep: Class 27 contains 3709 members 
Mstep: Class 28 contains 4679 members 
Mstep: Class 29 contains 3419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115312.000000 Penalty: 62879.636719
Iteration 48Q: 30 clusters Score -3.411531e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 22399 members 
Mstep: Class 3 contains 104142 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 9092 members 
Mstep: Class 6 contains 11077 members 
Mstep: Class 7 contains 2574 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 10918 members 
Mstep: Class 11 contains 8546 members 
Mstep: Class 12 contains 18502 members 
Mstep: Class 13 contains 12440 members 
Mstep: Class 14 contains 34698 members 
Mstep: Class 15 contains 253589 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 41425 members 
Mstep: Class 19 contains 4897 members 
Mstep: Class 20 contains 33154 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 6117 members 
Mstep: Class 23 contains 4371 members 
Mstep: Class 24 contains 2023 members 
Mstep: Class 25 contains 4054 members 
Mstep: Class 26 contains 2700 members 
Mstep: Class 27 contains 3717 members 
Mstep: Class 28 contains 4732 members 
Mstep: Class 29 contains 3413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115356.000000 Penalty: 62879.636719
Iteration 49Q: 30 clusters Score -3.411536e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 22591 members 
Mstep: Class 3 contains 103896 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 9118 members 
Mstep: Class 6 contains 11154 members 
Mstep: Class 7 contains 2571 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 11 contains 8496 members 
Mstep: Class 12 contains 18484 members 
Mstep: Class 13 contains 12403 members 
Mstep: Class 14 contains 34984 members 
Mstep: Class 15 contains 253448 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 41378 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 20 contains 33356 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 4342 members 
Mstep: Class 24 contains 2033 members 
Mstep: Class 25 contains 4059 members 
Mstep: Class 26 contains 2716 members 
Mstep: Class 27 contains 3721 members 
Mstep: Class 28 contains 4774 members 
Mstep: Class 29 contains 3404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115648.000000 Penalty: 62879.636719
Iteration 50Q: 30 clusters Score -3.411565e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 22798 members 
Mstep: Class 3 contains 103723 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 9147 members 
Mstep: Class 6 contains 11221 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 9830 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 18475 members 
Mstep: Class 13 contains 12369 members 
Mstep: Class 14 contains 35262 members 
Mstep: Class 15 contains 253266 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 18 contains 41333 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 20 contains 33572 members 
Mstep: Class 21 contains 1698 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 2734 members 
Mstep: Class 27 contains 3727 members 
Mstep: Class 28 contains 4793 members 
Mstep: Class 29 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115764.000000 Penalty: 62879.636719
Iteration 51Q: 30 clusters Score -3.411576e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 23016 members 
Mstep: Class 3 contains 103543 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 9173 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 9271 members 
Mstep: Class 11 contains 8430 members 
Mstep: Class 12 contains 18474 members 
Mstep: Class 13 contains 12336 members 
Mstep: Class 14 contains 35519 members 
Mstep: Class 15 contains 253111 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 41283 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 33771 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 6358 members 
Mstep: Class 23 contains 4269 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 4065 members 
Mstep: Class 26 contains 2752 members 
Mstep: Class 27 contains 3730 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 3379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116140.000000 Penalty: 62879.636719
Iteration 52Q: 30 clusters Score -3.411614e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 23234 members 
Mstep: Class 3 contains 103367 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 9214 members 
Mstep: Class 6 contains 11325 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 8695 members 
Mstep: Class 11 contains 8397 members 
Mstep: Class 12 contains 18475 members 
Mstep: Class 13 contains 12311 members 
Mstep: Class 14 contains 35786 members 
Mstep: Class 15 contains 252951 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 3174 members 
Mstep: Class 18 contains 41232 members 
Mstep: Class 19 contains 4906 members 
Mstep: Class 20 contains 34000 members 
Mstep: Class 21 contains 1722 members 
Mstep: Class 22 contains 6442 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 4068 members 
Mstep: Class 26 contains 2775 members 
Mstep: Class 27 contains 3738 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 3369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116576.000000 Penalty: 62879.636719
Iteration 53Q: 30 clusters Score -3.411658e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 23421 members 
Mstep: Class 3 contains 103215 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 9245 members 
Mstep: Class 6 contains 11376 members 
Mstep: Class 7 contains 2565 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 8129 members 
Mstep: Class 11 contains 8363 members 
Mstep: Class 12 contains 18478 members 
Mstep: Class 13 contains 12285 members 
Mstep: Class 14 contains 36027 members 
Mstep: Class 15 contains 252829 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 3252 members 
Mstep: Class 18 contains 41188 members 
Mstep: Class 19 contains 4904 members 
Mstep: Class 20 contains 34202 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 6531 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 2052 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 2796 members 
Mstep: Class 27 contains 3745 members 
Mstep: Class 28 contains 4844 members 
Mstep: Class 29 contains 3352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116992.000000 Penalty: 62879.636719
Iteration 54Q: 30 clusters Score -3.411699e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 23581 members 
Mstep: Class 3 contains 103089 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 9261 members 
Mstep: Class 6 contains 11415 members 
Mstep: Class 7 contains 2563 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 7540 members 
Mstep: Class 11 contains 8324 members 
Mstep: Class 12 contains 18471 members 
Mstep: Class 13 contains 12259 members 
Mstep: Class 14 contains 36287 members 
Mstep: Class 15 contains 252721 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 17 contains 3325 members 
Mstep: Class 18 contains 41137 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 20 contains 34431 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 6639 members 
Mstep: Class 23 contains 4135 members 
Mstep: Class 24 contains 2053 members 
Mstep: Class 25 contains 4072 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 3760 members 
Mstep: Class 28 contains 4859 members 
Mstep: Class 29 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117096.000000 Penalty: 62879.636719
Iteration 55Q: 30 clusters Score -3.41171e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 23747 members 
Mstep: Class 3 contains 103002 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 9264 members 
Mstep: Class 6 contains 11449 members 
Mstep: Class 7 contains 2565 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 3108 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 8294 members 
Mstep: Class 12 contains 18467 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 36525 members 
Mstep: Class 15 contains 252618 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 41098 members 
Mstep: Class 19 contains 4901 members 
Mstep: Class 20 contains 34626 members 
Mstep: Class 21 contains 1743 members 
Mstep: Class 22 contains 6732 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 2055 members 
Mstep: Class 25 contains 4073 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 3781 members 
Mstep: Class 28 contains 4881 members 
Mstep: Class 29 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117408.000000 Penalty: 62879.636719
Iteration 56Q: 30 clusters Score -3.411741e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 23905 members 
Mstep: Class 3 contains 102875 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 9275 members 
Mstep: Class 6 contains 11487 members 
Mstep: Class 7 contains 2564 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 6406 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 18459 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 36723 members 
Mstep: Class 15 contains 252532 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 3471 members 
Mstep: Class 18 contains 41055 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 20 contains 34850 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 6827 members 
Mstep: Class 23 contains 4071 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 4076 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 4901 members 
Mstep: Class 29 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117684.000000 Penalty: 62879.636719
Iteration 57Q: 30 clusters Score -3.411768e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 24057 members 
Mstep: Class 3 contains 102730 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 9268 members 
Mstep: Class 6 contains 11512 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 8 contains 2689 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 18454 members 
Mstep: Class 13 contains 12135 members 
Mstep: Class 14 contains 36906 members 
Mstep: Class 15 contains 252451 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 41022 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 35093 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 6902 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 4077 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 3801 members 
Mstep: Class 28 contains 4927 members 
Mstep: Class 29 contains 3289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117992.000000 Penalty: 62879.636719
Iteration 58Q: 30 clusters Score -3.411799e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 24177 members 
Mstep: Class 3 contains 102589 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 9263 members 
Mstep: Class 6 contains 11539 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 3254 members 
Mstep: Class 10 contains 5409 members 
Mstep: Class 11 contains 8229 members 
Mstep: Class 12 contains 18439 members 
Mstep: Class 13 contains 12098 members 
Mstep: Class 14 contains 37094 members 
Mstep: Class 15 contains 252374 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 17 contains 3577 members 
Mstep: Class 18 contains 40986 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 35364 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 6968 members 
Mstep: Class 23 contains 4022 members 
Mstep: Class 24 contains 2064 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 2871 members 
Mstep: Class 27 contains 3811 members 
Mstep: Class 28 contains 4946 members 
Mstep: Class 29 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34118192.000000 Penalty: 62879.636719
Iteration 59Q: 30 clusters Score -3.411819e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 24313 members 
Mstep: Class 3 contains 102353 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 9265 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 2564 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 8214 members 
Mstep: Class 12 contains 18424 members 
Mstep: Class 13 contains 12071 members 
Mstep: Class 14 contains 37307 members 
Mstep: Class 15 contains 252291 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 40946 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 35632 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 7050 members 
Mstep: Class 23 contains 3998 members 
Mstep: Class 24 contains 2063 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 3818 members 
Mstep: Class 28 contains 4963 members 
Mstep: Class 29 contains 3272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34118572.000000 Penalty: 62879.636719
Iteration 60F: 30 clusters Score -3.411857e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 24452 members 
Mstep: Class 3 contains 102086 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 9266 members 
Mstep: Class 6 contains 11557 members 
Mstep: Class 7 contains 2562 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 4555 members 
Mstep: Class 11 contains 8207 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 12035 members 
Mstep: Class 14 contains 37477 members 
Mstep: Class 15 contains 252199 members 
Mstep: Class 16 contains 2779 members 
Mstep: Class 17 contains 3789 members 
Mstep: Class 18 contains 40895 members 
Mstep: Class 19 contains 4904 members 
Mstep: Class 20 contains 35839 members 
Mstep: Class 21 contains 1776 members 
Mstep: Class 22 contains 7123 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 3819 members 
Mstep: Class 28 contains 4984 members 
Mstep: Class 29 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34118956.000000 Penalty: 62879.636719
Iteration 61Q: 30 clusters Score -3.411896e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 24632 members 
Mstep: Class 3 contains 101798 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 9277 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 3522 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 18404 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 37648 members 
Mstep: Class 15 contains 252101 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 3941 members 
Mstep: Class 18 contains 40847 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 36002 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 7177 members 
Mstep: Class 23 contains 3963 members 
Mstep: Class 24 contains 2057 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 3825 members 
Mstep: Class 28 contains 5003 members 
Mstep: Class 29 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34119324.000000 Penalty: 62879.636719
Iteration 62Q: 30 clusters Score -3.411932e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 24774 members 
Mstep: Class 3 contains 101509 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 11581 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 2695 members 
Mstep: Class 9 contains 3633 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 8161 members 
Mstep: Class 12 contains 18396 members 
Mstep: Class 13 contains 11920 members 
Mstep: Class 14 contains 37817 members 
Mstep: Class 15 contains 251991 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 4087 members 
Mstep: Class 18 contains 40800 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 36214 members 
Mstep: Class 21 contains 1791 members 
Mstep: Class 22 contains 7247 members 
Mstep: Class 23 contains 3933 members 
Mstep: Class 24 contains 2056 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 3835 members 
Mstep: Class 28 contains 5023 members 
Mstep: Class 29 contains 3263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34119804.000000 Penalty: 62879.636719
Iteration 63Q: 30 clusters Score -3.41198e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 24886 members 
Mstep: Class 3 contains 101237 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 9298 members 
Mstep: Class 6 contains 11592 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 3773 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 8145 members 
Mstep: Class 12 contains 18393 members 
Mstep: Class 13 contains 11865 members 
Mstep: Class 14 contains 37995 members 
Mstep: Class 15 contains 251913 members 
Mstep: Class 16 contains 2787 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 18 contains 40718 members 
Mstep: Class 19 contains 4878 members 
Mstep: Class 20 contains 36400 members 
Mstep: Class 21 contains 1789 members 
Mstep: Class 22 contains 7311 members 
Mstep: Class 23 contains 3915 members 
Mstep: Class 24 contains 2051 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 3833 members 
Mstep: Class 28 contains 5044 members 
Mstep: Class 29 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34120236.000000 Penalty: 62879.636719
Iteration 64Q: 30 clusters Score -3.412024e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 24985 members 
Mstep: Class 3 contains 100953 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 9307 members 
Mstep: Class 6 contains 11599 members 
Mstep: Class 7 contains 2558 members 
Mstep: Class 8 contains 2695 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 3243 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 18385 members 
Mstep: Class 13 contains 11816 members 
Mstep: Class 14 contains 38159 members 
Mstep: Class 15 contains 251861 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 4377 members 
Mstep: Class 18 contains 40646 members 
Mstep: Class 19 contains 4872 members 
Mstep: Class 20 contains 36580 members 
Mstep: Class 21 contains 1790 members 
Mstep: Class 22 contains 7361 members 
Mstep: Class 23 contains 3897 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 2933 members 
Mstep: Class 27 contains 3831 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 3253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34120328.000000 Penalty: 62879.636719
Iteration 65Q: 30 clusters Score -3.412033e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 25076 members 
Mstep: Class 3 contains 100757 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 9305 members 
Mstep: Class 6 contains 11599 members 
Mstep: Class 7 contains 2557 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 18372 members 
Mstep: Class 13 contains 11774 members 
Mstep: Class 14 contains 38317 members 
Mstep: Class 15 contains 251793 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 4536 members 
Mstep: Class 18 contains 40555 members 
Mstep: Class 19 contains 4869 members 
Mstep: Class 20 contains 36722 members 
Mstep: Class 21 contains 1794 members 
Mstep: Class 22 contains 7398 members 
Mstep: Class 23 contains 3876 members 
Mstep: Class 24 contains 2045 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 3830 members 
Mstep: Class 28 contains 5085 members 
Mstep: Class 29 contains 3243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34120560.000000 Penalty: 62879.636719
Iteration 66Q: 30 clusters Score -3.412056e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 25139 members 
Mstep: Class 3 contains 100556 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 9297 members 
Mstep: Class 6 contains 11612 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 4107 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 18357 members 
Mstep: Class 13 contains 11720 members 
Mstep: Class 14 contains 38465 members 
Mstep: Class 15 contains 251731 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 4715 members 
Mstep: Class 18 contains 40458 members 
Mstep: Class 19 contains 4867 members 
Mstep: Class 20 contains 36844 members 
Mstep: Class 21 contains 1799 members 
Mstep: Class 22 contains 7444 members 
Mstep: Class 23 contains 3856 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 3823 members 
Mstep: Class 28 contains 5110 members 
Mstep: Class 29 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34120908.000000 Penalty: 62879.636719
Iteration 67Q: 30 clusters Score -3.412091e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 25191 members 
Mstep: Class 3 contains 100308 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 9291 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 8102 members 
Mstep: Class 12 contains 18350 members 
Mstep: Class 13 contains 11686 members 
Mstep: Class 14 contains 38643 members 
Mstep: Class 15 contains 251683 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4912 members 
Mstep: Class 18 contains 40370 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 36930 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 7483 members 
Mstep: Class 23 contains 3843 members 
Mstep: Class 24 contains 2042 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 2959 members 
Mstep: Class 27 contains 3822 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121284.000000 Penalty: 62879.636719
Iteration 68Q: 30 clusters Score -3.412128e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 25246 members 
Mstep: Class 3 contains 100082 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 9288 members 
Mstep: Class 6 contains 11625 members 
Mstep: Class 7 contains 2558 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 2274 members 
Mstep: Class 11 contains 8083 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 11646 members 
Mstep: Class 14 contains 38769 members 
Mstep: Class 15 contains 251620 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 40293 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 37022 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 4082 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 3825 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121368.000000 Penalty: 62879.636719
Iteration 69Q: 30 clusters Score -3.412137e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 25292 members 
Mstep: Class 3 contains 99894 members 
Mstep: Class 4 contains 1684 members 
Mstep: Class 5 contains 9272 members 
Mstep: Class 6 contains 11631 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 2698 members 
Mstep: Class 9 contains 4391 members 
Mstep: Class 10 contains 2114 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 18335 members 
Mstep: Class 13 contains 11605 members 
Mstep: Class 14 contains 38858 members 
Mstep: Class 15 contains 251573 members 
Mstep: Class 16 contains 2843 members 
Mstep: Class 17 contains 5293 members 
Mstep: Class 18 contains 40216 members 
Mstep: Class 19 contains 4856 members 
Mstep: Class 20 contains 37089 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 7551 members 
Mstep: Class 23 contains 3827 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 2983 members 
Mstep: Class 27 contains 3822 members 
Mstep: Class 28 contains 5168 members 
Mstep: Class 29 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121564.000000 Penalty: 62879.636719
Iteration 70Q: 30 clusters Score -3.412156e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 25327 members 
Mstep: Class 3 contains 99686 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 9259 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 2700 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 11573 members 
Mstep: Class 14 contains 38944 members 
Mstep: Class 15 contains 251551 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 5471 members 
Mstep: Class 18 contains 40137 members 
Mstep: Class 19 contains 4856 members 
Mstep: Class 20 contains 37146 members 
Mstep: Class 21 contains 1815 members 
Mstep: Class 22 contains 7571 members 
Mstep: Class 23 contains 3814 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 4084 members 
Mstep: Class 26 contains 2994 members 
Mstep: Class 27 contains 3828 members 
Mstep: Class 28 contains 5189 members 
Mstep: Class 29 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121616.000000 Penalty: 62879.636719
Iteration 71Q: 30 clusters Score -3.412162e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 25364 members 
Mstep: Class 3 contains 99519 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 9236 members 
Mstep: Class 6 contains 11651 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 4524 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 18327 members 
Mstep: Class 13 contains 11544 members 
Mstep: Class 14 contains 39019 members 
Mstep: Class 15 contains 251513 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 5608 members 
Mstep: Class 18 contains 40061 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 37221 members 
Mstep: Class 21 contains 1822 members 
Mstep: Class 22 contains 7595 members 
Mstep: Class 23 contains 3803 members 
Mstep: Class 24 contains 2045 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3002 members 
Mstep: Class 27 contains 3826 members 
Mstep: Class 28 contains 5211 members 
Mstep: Class 29 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121764.000000 Penalty: 62879.636719
Iteration 72Q: 30 clusters Score -3.412176e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 25394 members 
Mstep: Class 3 contains 99393 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 9218 members 
Mstep: Class 6 contains 11655 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 2703 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 1769 members 
Mstep: Class 11 contains 8058 members 
Mstep: Class 12 contains 18312 members 
Mstep: Class 13 contains 11510 members 
Mstep: Class 14 contains 39090 members 
Mstep: Class 15 contains 251466 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 18 contains 39998 members 
Mstep: Class 19 contains 4871 members 
Mstep: Class 20 contains 37292 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 7620 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 2045 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3012 members 
Mstep: Class 27 contains 3825 members 
Mstep: Class 28 contains 5235 members 
Mstep: Class 29 contains 3185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2121.766113 but Gain 2168.265625
Score: -34121908.000000 Penalty: 60711.371094
Iteration 73Q: 29 clusters Score -3.412191e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 100953 members 
Mstep: Class 4 contains 1693 members 
Mstep: Class 5 contains 9203 members 
Mstep: Class 6 contains 11660 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 18305 members 
Mstep: Class 13 contains 11477 members 
Mstep: Class 14 contains 39159 members 
Mstep: Class 15 contains 251448 members 
Mstep: Class 16 contains 2851 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 39936 members 
Mstep: Class 19 contains 4879 members 
Mstep: Class 20 contains 37357 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 7647 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 2045 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3015 members 
Mstep: Class 27 contains 3828 members 
Mstep: Class 28 contains 5250 members 
Mstep: Class 29 contains 3186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123800.000000 Penalty: 60711.371094
Iteration 74Q: 29 clusters Score -3.41238e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 25432 members 
Mstep: Class 3 contains 100474 members 
Mstep: Class 4 contains 1696 members 
Mstep: Class 5 contains 9202 members 
Mstep: Class 6 contains 11676 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 4674 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 18309 members 
Mstep: Class 13 contains 11439 members 
Mstep: Class 14 contains 39236 members 
Mstep: Class 15 contains 251400 members 
Mstep: Class 16 contains 2857 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 39898 members 
Mstep: Class 19 contains 4880 members 
Mstep: Class 20 contains 37627 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 2046 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3022 members 
Mstep: Class 27 contains 3830 members 
Mstep: Class 28 contains 5263 members 
Mstep: Class 29 contains 3180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123780.000000 Penalty: 60711.371094
Iteration 75Q: 29 clusters Score -3.412378e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 25465 members 
Mstep: Class 3 contains 100096 members 
Mstep: Class 4 contains 1700 members 
Mstep: Class 5 contains 9187 members 
Mstep: Class 6 contains 11687 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 4726 members 
Mstep: Class 11 contains 8035 members 
Mstep: Class 12 contains 18310 members 
Mstep: Class 13 contains 11412 members 
Mstep: Class 14 contains 39296 members 
Mstep: Class 15 contains 251375 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 18 contains 39855 members 
Mstep: Class 19 contains 4879 members 
Mstep: Class 20 contains 37833 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 3793 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3033 members 
Mstep: Class 27 contains 3831 members 
Mstep: Class 28 contains 5278 members 
Mstep: Class 29 contains 3175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123668.000000 Penalty: 60711.371094
Iteration 76Q: 29 clusters Score -3.412367e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 25492 members 
Mstep: Class 3 contains 99802 members 
Mstep: Class 4 contains 1704 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 11692 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 18308 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 39344 members 
Mstep: Class 15 contains 251331 members 
Mstep: Class 16 contains 2861 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 39823 members 
Mstep: Class 19 contains 4877 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 21 contains 1845 members 
Mstep: Class 22 contains 7761 members 
Mstep: Class 23 contains 3790 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3046 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 5289 members 
Mstep: Class 29 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123688.000000 Penalty: 60711.371094
Iteration 77Q: 29 clusters Score -3.412369e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 25519 members 
Mstep: Class 3 contains 99551 members 
Mstep: Class 4 contains 1708 members 
Mstep: Class 5 contains 9146 members 
Mstep: Class 6 contains 11701 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 11 contains 8023 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 11375 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 251301 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 39793 members 
Mstep: Class 19 contains 4882 members 
Mstep: Class 20 contains 38174 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 7782 members 
Mstep: Class 23 contains 3790 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 3831 members 
Mstep: Class 28 contains 5303 members 
Mstep: Class 29 contains 3157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123680.000000 Penalty: 60711.371094
Iteration 78Q: 29 clusters Score -3.412368e+07 nChanged 589
Entering ConstructFrom: 
Score: -34123680.000000 Penalty: 60711.371094
Entering ConstructFrom: 
Trying to split cluster 1 (10744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Entering Unmasked Estep 
Score: -605767.312500 Penalty: 1508.341675
	Iteration 0F: 2 clusters Score -605767.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -598036.937500 Penalty: 3016.683350
	Iteration 0F: 3 clusters Score -598036.9 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -600468.250000 Penalty: 3016.683350
	Iteration 1F: 3 clusters Score -600468.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -600694.125000 Penalty: 3016.683350
	Iteration 2F: 3 clusters Score -600694.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -600884.000000 Penalty: 3016.683350
	Iteration 3Q: 3 clusters Score -600884 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -601035.812500 Penalty: 3016.683350
	Iteration 4Q: 3 clusters Score -601035.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -601179.687500 Penalty: 3016.683350
	Iteration 5Q: 3 clusters Score -601179.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -601321.500000 Penalty: 3016.683350
	Iteration 6Q: 3 clusters Score -601321.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -601474.000000 Penalty: 3016.683350
	Iteration 7Q: 3 clusters Score -601474 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -601614.687500 Penalty: 3016.683350
	Iteration 8Q: 3 clusters Score -601614.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -601777.500000 Penalty: 3016.683350
	Iteration 9Q: 3 clusters Score -601777.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -601963.062500 Penalty: 3016.683350
	Iteration 10Q: 3 clusters Score -601963.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -602186.437500 Penalty: 3016.683350
	Iteration 11Q: 3 clusters Score -602186.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -602484.437500 Penalty: 3016.683350
	Iteration 12Q: 3 clusters Score -602484.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -602856.375000 Penalty: 3016.683350
	Iteration 13Q: 3 clusters Score -602856.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -603218.437500 Penalty: 3016.683350
	Iteration 14Q: 3 clusters Score -603218.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -603542.312500 Penalty: 3016.683350
	Iteration 15Q: 3 clusters Score -603542.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -603751.312500 Penalty: 3016.683350
	Iteration 16Q: 3 clusters Score -603751.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -603877.375000 Penalty: 3016.683350
	Iteration 17Q: 3 clusters Score -603877.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -603986.875000 Penalty: 3016.683350
	Iteration 18Q: 3 clusters Score -603986.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -604079.187500 Penalty: 3016.683350
	Iteration 19Q: 3 clusters Score -604079.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -604145.187500 Penalty: 3016.683350
	Iteration 20F: 3 clusters Score -604145.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -604204.125000 Penalty: 3016.683350
	Iteration 21Q: 3 clusters Score -604204.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -604261.187500 Penalty: 3016.683350
	Iteration 22Q: 3 clusters Score -604261.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -604312.937500 Penalty: 3016.683350
	Iteration 23Q: 3 clusters Score -604312.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -604347.062500 Penalty: 3016.683350
	Iteration 24Q: 3 clusters Score -604347.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -604375.562500 Penalty: 3016.683350
	Iteration 25Q: 3 clusters Score -604375.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -604403.062500 Penalty: 3016.683350
	Iteration 26Q: 3 clusters Score -604403.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -604426.937500 Penalty: 3016.683350
	Iteration 27Q: 3 clusters Score -604426.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -604441.937500 Penalty: 3016.683350
	Iteration 28Q: 3 clusters Score -604441.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -604454.687500 Penalty: 3016.683350
	Iteration 29Q: 3 clusters Score -604454.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -604466.812500 Penalty: 3016.683350
	Iteration 30Q: 3 clusters Score -604466.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -604487.437500 Penalty: 3016.683350
	Iteration 31Q: 3 clusters Score -604487.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -604505.812500 Penalty: 3016.683350
	Iteration 32Q: 3 clusters Score -604505.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -604531.437500 Penalty: 3016.683350
	Iteration 33Q: 3 clusters Score -604531.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -604551.187500 Penalty: 3016.683350
	Iteration 34Q: 3 clusters Score -604551.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -604567.000000 Penalty: 3016.683350
	Iteration 35Q: 3 clusters Score -604567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -604586.500000 Penalty: 3016.683350
	Iteration 36Q: 3 clusters Score -604586.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -604602.187500 Penalty: 3016.683350
	Iteration 37Q: 3 clusters Score -604602.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -604615.500000 Penalty: 3016.683350
	Iteration 38Q: 3 clusters Score -604615.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -604623.062500 Penalty: 3016.683350
	Iteration 39Q: 3 clusters Score -604623.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -604623.687500 Penalty: 3016.683350
	Iteration 40F: 3 clusters Score -604623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -604628.250000 Penalty: 3016.683350
	Iteration 41Q: 3 clusters Score -604628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -604628.062500 Penalty: 3016.683350
	Iteration 42Q: 3 clusters Score -604628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -604629.500000 Penalty: 3016.683350
	Iteration 43Q: 3 clusters Score -604629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -604630.812500 Penalty: 3016.683350
	Iteration 44Q: 3 clusters Score -604630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -604631.000000 Penalty: 3016.683350
	Iteration 45Q: 3 clusters Score -604631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -604632.312500 Penalty: 3016.683350
	Iteration 46Q: 3 clusters Score -604632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -604633.625000 Penalty: 3016.683350
	Iteration 47Q: 3 clusters Score -604633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -604633.500000 Penalty: 3016.683350
	Iteration 48Q: 3 clusters Score -604633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -604634.000000 Penalty: 3016.683350
	Iteration 49Q: 3 clusters Score -604634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -604634.187500 Penalty: 3016.683350
	Iteration 50Q: 3 clusters Score -604634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -604633.625000 Penalty: 3016.683350
	Iteration 51Q: 3 clusters Score -604633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -604636.125000 Penalty: 3016.683350
	Iteration 52Q: 3 clusters Score -604636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -604636.187500 Penalty: 3016.683350
	Iteration 53Q: 3 clusters Score -604636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -604636.187500 Penalty: 3016.683350
	Iteration 54Q: 3 clusters Score -604636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -604637.375000 Penalty: 3016.683350
	Iteration 55Q: 3 clusters Score -604637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -604637.125000 Penalty: 3016.683350
	Iteration 56Q: 3 clusters Score -604637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -604637.750000 Penalty: 3016.683350
	Iteration 57Q: 3 clusters Score -604637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -604638.250000 Penalty: 3016.683350
	Iteration 58Q: 3 clusters Score -604638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -604638.875000 Penalty: 3016.683350
	Iteration 59Q: 3 clusters Score -604638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -604640.062500 Penalty: 3016.683350
	Iteration 60F: 3 clusters Score -604640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -604641.062500 Penalty: 3016.683350
	Iteration 61Q: 3 clusters Score -604641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -604641.750000 Penalty: 3016.683350
	Iteration 62Q: 3 clusters Score -604641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -604641.750000 Penalty: 3016.683350
	Iteration 63F: 3 clusters Score -604641.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Entering Unmasked Estep 
Score: -1424757.750000 Penalty: 1648.973877
	Iteration 0F: 2 clusters Score -1424758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1407590.500000 Penalty: 3297.947754
	Iteration 0F: 3 clusters Score -1407590 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1414235.250000 Penalty: 3297.947754
	Iteration 1F: 3 clusters Score -1414235 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1414960.375000 Penalty: 3297.947754
	Iteration 2F: 3 clusters Score -1414960 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1415822.750000 Penalty: 3297.947754
	Iteration 3F: 3 clusters Score -1415823 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1416976.625000 Penalty: 3297.947754
	Iteration 4F: 3 clusters Score -1416977 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1418278.250000 Penalty: 3297.947754
	Iteration 5F: 3 clusters Score -1418278 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1419658.125000 Penalty: 3297.947754
	Iteration 6F: 3 clusters Score -1419658 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1420780.750000 Penalty: 3297.947754
	Iteration 7F: 3 clusters Score -1420781 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1421473.125000 Penalty: 3297.947754
	Iteration 8Q: 3 clusters Score -1421473 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1421973.625000 Penalty: 3297.947754
	Iteration 9Q: 3 clusters Score -1421974 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1422428.250000 Penalty: 3297.947754
	Iteration 10Q: 3 clusters Score -1422428 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1422886.500000 Penalty: 3297.947754
	Iteration 11Q: 3 clusters Score -1422886 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1423316.125000 Penalty: 3297.947754
	Iteration 12Q: 3 clusters Score -1423316 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1423617.000000 Penalty: 3297.947754
	Iteration 13Q: 3 clusters Score -1423617 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1423805.375000 Penalty: 3297.947754
	Iteration 14Q: 3 clusters Score -1423805 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1423901.375000 Penalty: 3297.947754
	Iteration 15Q: 3 clusters Score -1423901 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1423960.625000 Penalty: 3297.947754
	Iteration 16Q: 3 clusters Score -1423961 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1424004.750000 Penalty: 3297.947754
	Iteration 17Q: 3 clusters Score -1424005 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1424028.375000 Penalty: 3297.947754
	Iteration 18Q: 3 clusters Score -1424028 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -1424058.750000 Penalty: 3297.947754
	Iteration 19Q: 3 clusters Score -1424059 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1424087.250000 Penalty: 3297.947754
	Iteration 20F: 3 clusters Score -1424087 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1424108.375000 Penalty: 3297.947754
	Iteration 21Q: 3 clusters Score -1424108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1424127.500000 Penalty: 3297.947754
	Iteration 22Q: 3 clusters Score -1424128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1424144.000000 Penalty: 3297.947754
	Iteration 23Q: 3 clusters Score -1424144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1424157.000000 Penalty: 3297.947754
	Iteration 24Q: 3 clusters Score -1424157 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1424177.875000 Penalty: 3297.947754
	Iteration 25Q: 3 clusters Score -1424178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1424193.125000 Penalty: 3297.947754
	Iteration 26Q: 3 clusters Score -1424193 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1424201.875000 Penalty: 3297.947754
	Iteration 27Q: 3 clusters Score -1424202 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1424227.875000 Penalty: 3297.947754
	Iteration 28Q: 3 clusters Score -1424228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1424243.500000 Penalty: 3297.947754
	Iteration 29Q: 3 clusters Score -1424244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1424254.125000 Penalty: 3297.947754
	Iteration 30Q: 3 clusters Score -1424254 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1424263.375000 Penalty: 3297.947754
	Iteration 31Q: 3 clusters Score -1424263 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1424292.750000 Penalty: 3297.947754
	Iteration 32Q: 3 clusters Score -1424293 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1424316.500000 Penalty: 3297.947754
	Iteration 33Q: 3 clusters Score -1424316 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1424334.500000 Penalty: 3297.947754
	Iteration 34Q: 3 clusters Score -1424334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1424359.375000 Penalty: 3297.947754
	Iteration 35Q: 3 clusters Score -1424359 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1424406.250000 Penalty: 3297.947754
	Iteration 36Q: 3 clusters Score -1424406 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1424447.500000 Penalty: 3297.947754
	Iteration 37Q: 3 clusters Score -1424448 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1424482.875000 Penalty: 3297.947754
	Iteration 38Q: 3 clusters Score -1424483 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1424516.375000 Penalty: 3297.947754
	Iteration 39Q: 3 clusters Score -1424516 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1424566.000000 Penalty: 3297.947754
	Iteration 40F: 3 clusters Score -1424566 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1424617.875000 Penalty: 3297.947754
	Iteration 41Q: 3 clusters Score -1424618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1424666.625000 Penalty: 3297.947754
	Iteration 42Q: 3 clusters Score -1424667 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1424715.500000 Penalty: 3297.947754
	Iteration 43Q: 3 clusters Score -1424716 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -1424766.625000 Penalty: 3297.947754
	Iteration 44Q: 3 clusters Score -1424767 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1424819.250000 Penalty: 3297.947754
	Iteration 45Q: 3 clusters Score -1424819 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -1424849.625000 Penalty: 3297.947754
	Iteration 46Q: 3 clusters Score -1424850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -1424890.250000 Penalty: 3297.947754
	Iteration 47Q: 3 clusters Score -1424890 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1424919.750000 Penalty: 3297.947754
	Iteration 48Q: 3 clusters Score -1424920 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -1424950.000000 Penalty: 3297.947754
	Iteration 49Q: 3 clusters Score -1424950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1424964.375000 Penalty: 3297.947754
	Iteration 50Q: 3 clusters Score -1424964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1424978.000000 Penalty: 3297.947754
	Iteration 51Q: 3 clusters Score -1424978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -1424985.125000 Penalty: 3297.947754
	Iteration 52Q: 3 clusters Score -1424985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1424998.625000 Penalty: 3297.947754
	Iteration 53Q: 3 clusters Score -1424999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -1425013.500000 Penalty: 3297.947754
	Iteration 54Q: 3 clusters Score -1425014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1425016.375000 Penalty: 3297.947754
	Iteration 55Q: 3 clusters Score -1425016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1425023.500000 Penalty: 3297.947754
	Iteration 56Q: 3 clusters Score -1425024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1425023.000000 Penalty: 3297.947754
	Iteration 57Q: 3 clusters Score -1425023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1425028.875000 Penalty: 3297.947754
	Iteration 58Q: 3 clusters Score -1425029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -1425029.125000 Penalty: 3297.947754
	Iteration 59Q: 3 clusters Score -1425029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1425034.625000 Penalty: 3297.947754
	Iteration 60F: 3 clusters Score -1425035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -1425034.125000 Penalty: 3297.947754
	Iteration 61Q: 3 clusters Score -1425034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1425030.625000 Penalty: 3297.947754
	Iteration 62Q: 3 clusters Score -1425031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1425032.250000 Penalty: 3297.947754
	Iteration 63Q: 3 clusters Score -1425032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1425040.875000 Penalty: 3297.947754
	Iteration 64Q: 3 clusters Score -1425041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1425038.625000 Penalty: 3297.947754
	Iteration 65Q: 3 clusters Score -1425039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -1425038.500000 Penalty: 3297.947754
	Iteration 66Q: 3 clusters Score -1425038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1425043.000000 Penalty: 3297.947754
	Iteration 67Q: 3 clusters Score -1425043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1425043.875000 Penalty: 3297.947754
	Iteration 68Q: 3 clusters Score -1425044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -1425045.000000 Penalty: 3297.947754
	Iteration 69Q: 3 clusters Score -1425045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1425044.875000 Penalty: 3297.947754
	Iteration 70Q: 3 clusters Score -1425045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -1425049.500000 Penalty: 3297.947754
	Iteration 71Q: 3 clusters Score -1425050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -1425052.125000 Penalty: 3297.947754
	Iteration 72Q: 3 clusters Score -1425052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -1425055.000000 Penalty: 3297.947754
	Iteration 73Q: 3 clusters Score -1425055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1425052.750000 Penalty: 3297.947754
	Iteration 74Q: 3 clusters Score -1425053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -1425050.375000 Penalty: 3297.947754
	Iteration 75Q: 3 clusters Score -1425050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -1425050.125000 Penalty: 3297.947754
	Iteration 76Q: 3 clusters Score -1425050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -1425053.250000 Penalty: 3297.947754
	Iteration 77Q: 3 clusters Score -1425053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -1425053.750000 Penalty: 3297.947754
	Iteration 78Q: 3 clusters Score -1425054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -1425055.750000 Penalty: 3297.947754
	Iteration 79Q: 3 clusters Score -1425056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -1425055.000000 Penalty: 3297.947754
	Iteration 80F: 3 clusters Score -1425055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -1425054.750000 Penalty: 3297.947754
	Iteration 81Q: 3 clusters Score -1425055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -1425055.625000 Penalty: 3297.947754
	Iteration 82Q: 3 clusters Score -1425056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -1425054.500000 Penalty: 3297.947754
	Iteration 83Q: 3 clusters Score -1425054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -1425061.500000 Penalty: 3297.947754
	Iteration 84Q: 3 clusters Score -1425062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -1425065.125000 Penalty: 3297.947754
	Iteration 85Q: 3 clusters Score -1425065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1425067.125000 Penalty: 3297.947754
	Iteration 86Q: 3 clusters Score -1425067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -1425068.125000 Penalty: 3297.947754
	Iteration 87Q: 3 clusters Score -1425068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -1425071.750000 Penalty: 3297.947754
	Iteration 88Q: 3 clusters Score -1425072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1425071.250000 Penalty: 3297.947754
	Iteration 89Q: 3 clusters Score -1425071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -1425071.250000 Penalty: 3297.947754
	Iteration 90Q: 3 clusters Score -1425071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -1425070.375000 Penalty: 3297.947754
	Iteration 91Q: 3 clusters Score -1425070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1425070.375000 Penalty: 3297.947754
	Iteration 92Q: 3 clusters Score -1425070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1425068.250000 Penalty: 3297.947754
	Iteration 93Q: 3 clusters Score -1425068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1425068.250000 Penalty: 3297.947754
	Iteration 94F: 3 clusters Score -1425068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 5284 members 
Mstep: Class 3 contains 99320 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 11713 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 20244 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 18301 members 
Mstep: Class 13 contains 11355 members 
Mstep: Class 14 contains 39395 members 
Mstep: Class 15 contains 251293 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 39769 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 38325 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 7813 members 
Mstep: Class 23 contains 3789 members 
Mstep: Class 24 contains 2048 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 3835 members 
Mstep: Class 28 contains 5315 members 
Mstep: Class 29 contains 3151 members 
Entering Unmasked Estep 
Score: -34123680.000000 Penalty: 62879.636719
Splitting cluster 2 changes total score from -34123680.000000 to -34123680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (99320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Entering Unmasked Estep 
Score: -5788622.000000 Penalty: 1869.741699
	Iteration 0F: 2 clusters Score -5788622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -5721713.000000 Penalty: 3739.483398
	Iteration 0F: 3 clusters Score -5721713 nChanged 47807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5749749.000000 Penalty: 3739.483398
	Iteration 1F: 3 clusters Score -5749749 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -5750773.000000 Penalty: 3739.483398
	Iteration 2Q: 3 clusters Score -5750773 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5752558.500000 Penalty: 3739.483398
	Iteration 3Q: 3 clusters Score -5752558 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -5755599.000000 Penalty: 3739.483398
	Iteration 4F: 3 clusters Score -5755599 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -5760399.000000 Penalty: 3739.483398
	Iteration 5F: 3 clusters Score -5760399 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -5766902.500000 Penalty: 3739.483398
	Iteration 6F: 3 clusters Score -5766902 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5773619.000000 Penalty: 3739.483398
	Iteration 7F: 3 clusters Score -5773619 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -5779205.500000 Penalty: 3739.483398
	Iteration 8F: 3 clusters Score -5779206 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94741 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -5783049.500000 Penalty: 3739.483398
	Iteration 9Q: 3 clusters Score -5783050 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5785178.000000 Penalty: 3739.483398
	Iteration 10Q: 3 clusters Score -5785178 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5786131.500000 Penalty: 3739.483398
	Iteration 11Q: 3 clusters Score -5786132 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5786526.500000 Penalty: 3739.483398
	Iteration 12Q: 3 clusters Score -5786526 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98841 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5786710.000000 Penalty: 3739.483398
	Iteration 13Q: 3 clusters Score -5786710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5786835.500000 Penalty: 3739.483398
	Iteration 14Q: 3 clusters Score -5786836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5786885.500000 Penalty: 3739.483398
	Iteration 15Q: 3 clusters Score -5786886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5786899.500000 Penalty: 3739.483398
	Iteration 16Q: 3 clusters Score -5786900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5786910.000000 Penalty: 3739.483398
	Iteration 17Q: 3 clusters Score -5786910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5786925.000000 Penalty: 3739.483398
	Iteration 18Q: 3 clusters Score -5786925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99012 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5786943.000000 Penalty: 3739.483398
	Iteration 19Q: 3 clusters Score -5786943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5786941.000000 Penalty: 3739.483398
	Iteration 20F: 3 clusters Score -5786941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5786951.000000 Penalty: 3739.483398
	Iteration 21Q: 3 clusters Score -5786951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99034 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5786957.000000 Penalty: 3739.483398
	Iteration 22Q: 3 clusters Score -5786957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99034 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5786956.500000 Penalty: 3739.483398
	Iteration 23Q: 3 clusters Score -5786956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5786961.500000 Penalty: 3739.483398
	Iteration 24Q: 3 clusters Score -5786962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5786962.000000 Penalty: 3739.483398
	Iteration 25Q: 3 clusters Score -5786962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99041 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5786964.000000 Penalty: 3739.483398
	Iteration 26Q: 3 clusters Score -5786964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99043 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5786972.000000 Penalty: 3739.483398
	Iteration 27Q: 3 clusters Score -5786972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99047 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5786975.000000 Penalty: 3739.483398
	Iteration 28Q: 3 clusters Score -5786975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99051 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5786976.500000 Penalty: 3739.483398
	Iteration 29Q: 3 clusters Score -5786976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5786981.000000 Penalty: 3739.483398
	Iteration 30Q: 3 clusters Score -5786981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5786983.500000 Penalty: 3739.483398
	Iteration 31Q: 3 clusters Score -5786984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5786987.500000 Penalty: 3739.483398
	Iteration 32Q: 3 clusters Score -5786988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5786990.000000 Penalty: 3739.483398
	Iteration 33Q: 3 clusters Score -5786990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5786992.000000 Penalty: 3739.483398
	Iteration 34Q: 3 clusters Score -5786992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5786994.500000 Penalty: 3739.483398
	Iteration 35Q: 3 clusters Score -5786994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5786998.000000 Penalty: 3739.483398
	Iteration 36Q: 3 clusters Score -5786998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5786998.000000 Penalty: 3739.483398
	Iteration 37F: 3 clusters Score -5786998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -89916.882812 Penalty: 1209.880371
	Iteration 0F: 2 clusters Score -89916.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -88021.460938 Penalty: 2419.760742
	Iteration 0F: 3 clusters Score -88021.46 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -88457.734375 Penalty: 2419.760742
	Iteration 1F: 3 clusters Score -88457.73 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -88605.015625 Penalty: 2419.760742
	Iteration 2F: 3 clusters Score -88605.02 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -88710.164062 Penalty: 2419.760742
	Iteration 3F: 3 clusters Score -88710.16 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -88812.750000 Penalty: 2419.760742
	Iteration 4F: 3 clusters Score -88812.75 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -88933.351562 Penalty: 2419.760742
	Iteration 5Q: 3 clusters Score -88933.35 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89040.976562 Penalty: 2419.760742
	Iteration 6Q: 3 clusters Score -89040.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -89143.351562 Penalty: 2419.760742
	Iteration 7Q: 3 clusters Score -89143.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -89210.656250 Penalty: 2419.760742
	Iteration 8Q: 3 clusters Score -89210.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -89258.414062 Penalty: 2419.760742
	Iteration 9Q: 3 clusters Score -89258.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -89295.046875 Penalty: 2419.760742
	Iteration 10Q: 3 clusters Score -89295.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -89321.835938 Penalty: 2419.760742
	Iteration 11Q: 3 clusters Score -89321.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -89344.195312 Penalty: 2419.760742
	Iteration 12Q: 3 clusters Score -89344.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -89359.078125 Penalty: 2419.760742
	Iteration 13Q: 3 clusters Score -89359.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -89371.531250 Penalty: 2419.760742
	Iteration 14Q: 3 clusters Score -89371.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -89381.296875 Penalty: 2419.760742
	Iteration 15Q: 3 clusters Score -89381.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -89389.937500 Penalty: 2419.760742
	Iteration 16Q: 3 clusters Score -89389.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89393.757812 Penalty: 2419.760742
	Iteration 17Q: 3 clusters Score -89393.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -89395.914062 Penalty: 2419.760742
	Iteration 18Q: 3 clusters Score -89395.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -89396.671875 Penalty: 2419.760742
	Iteration 19Q: 3 clusters Score -89396.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -89396.671875 Penalty: 2419.760742
	Iteration 20F: 3 clusters Score -89396.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Entering Unmasked Estep 
Score: -500926.406250 Penalty: 1481.889648
	Iteration 0F: 2 clusters Score -500926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -494382.656250 Penalty: 2963.779297
	Iteration 0F: 3 clusters Score -494382.7 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -496588.187500 Penalty: 2963.779297
	Iteration 1F: 3 clusters Score -496588.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -496949.250000 Penalty: 2963.779297
	Iteration 2F: 3 clusters Score -496949.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -497274.062500 Penalty: 2963.779297
	Iteration 3F: 3 clusters Score -497274.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -497612.781250 Penalty: 2963.779297
	Iteration 4F: 3 clusters Score -497612.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -497929.000000 Penalty: 2963.779297
	Iteration 5F: 3 clusters Score -497929 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -498252.968750 Penalty: 2963.779297
	Iteration 6F: 3 clusters Score -498253 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -498578.031250 Penalty: 2963.779297
	Iteration 7Q: 3 clusters Score -498578 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -499005.343750 Penalty: 2963.779297
	Iteration 8Q: 3 clusters Score -499005.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -499366.437500 Penalty: 2963.779297
	Iteration 9Q: 3 clusters Score -499366.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -499600.375000 Penalty: 2963.779297
	Iteration 10Q: 3 clusters Score -499600.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -499731.437500 Penalty: 2963.779297
	Iteration 11Q: 3 clusters Score -499731.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -499834.500000 Penalty: 2963.779297
	Iteration 12Q: 3 clusters Score -499834.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -499918.437500 Penalty: 2963.779297
	Iteration 13Q: 3 clusters Score -499918.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -499980.656250 Penalty: 2963.779297
	Iteration 14Q: 3 clusters Score -499980.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -500032.500000 Penalty: 2963.779297
	Iteration 15Q: 3 clusters Score -500032.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -500054.968750 Penalty: 2963.779297
	Iteration 16Q: 3 clusters Score -500055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -500069.562500 Penalty: 2963.779297
	Iteration 17Q: 3 clusters Score -500069.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -500073.468750 Penalty: 2963.779297
	Iteration 18Q: 3 clusters Score -500073.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -500078.562500 Penalty: 2963.779297
	Iteration 19Q: 3 clusters Score -500078.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -500085.250000 Penalty: 2963.779297
	Iteration 20F: 3 clusters Score -500085.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -500089.750000 Penalty: 2963.779297
	Iteration 21Q: 3 clusters Score -500089.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -500092.781250 Penalty: 2963.779297
	Iteration 22Q: 3 clusters Score -500092.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -500095.375000 Penalty: 2963.779297
	Iteration 23Q: 3 clusters Score -500095.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -500096.468750 Penalty: 2963.779297
	Iteration 24Q: 3 clusters Score -500096.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -500097.500000 Penalty: 2963.779297
	Iteration 25Q: 3 clusters Score -500097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -500098.125000 Penalty: 2963.779297
	Iteration 26Q: 3 clusters Score -500098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -500099.343750 Penalty: 2963.779297
	Iteration 27Q: 3 clusters Score -500099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -500100.031250 Penalty: 2963.779297
	Iteration 28Q: 3 clusters Score -500100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -500101.343750 Penalty: 2963.779297
	Iteration 29Q: 3 clusters Score -500101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -500101.812500 Penalty: 2963.779297
	Iteration 30Q: 3 clusters Score -500101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -500102.500000 Penalty: 2963.779297
	Iteration 31Q: 3 clusters Score -500102.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -500103.656250 Penalty: 2963.779297
	Iteration 32Q: 3 clusters Score -500103.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -500104.468750 Penalty: 2963.779297
	Iteration 33Q: 3 clusters Score -500104.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -500105.343750 Penalty: 2963.779297
	Iteration 34Q: 3 clusters Score -500105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -500104.812500 Penalty: 2963.779297
	Iteration 35Q: 3 clusters Score -500104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -500105.000000 Penalty: 2963.779297
	Iteration 36Q: 3 clusters Score -500105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -500106.187500 Penalty: 2963.779297
	Iteration 37Q: 3 clusters Score -500106.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -500107.687500 Penalty: 2963.779297
	Iteration 38Q: 3 clusters Score -500107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -500107.750000 Penalty: 2963.779297
	Iteration 39Q: 3 clusters Score -500107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -500107.750000 Penalty: 2963.779297
	Iteration 40F: 3 clusters Score -500107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Entering Unmasked Estep 
Score: -682494.875000 Penalty: 1522.373901
	Iteration 0F: 2 clusters Score -682494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -674245.875000 Penalty: 3044.747803
	Iteration 0F: 3 clusters Score -674245.9 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -677077.250000 Penalty: 3044.747803
	Iteration 1F: 3 clusters Score -677077.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -677335.062500 Penalty: 3044.747803
	Iteration 2F: 3 clusters Score -677335.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -677526.687500 Penalty: 3044.747803
	Iteration 3Q: 3 clusters Score -677526.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -677690.812500 Penalty: 3044.747803
	Iteration 4Q: 3 clusters Score -677690.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -677840.625000 Penalty: 3044.747803
	Iteration 5Q: 3 clusters Score -677840.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -677990.125000 Penalty: 3044.747803
	Iteration 6Q: 3 clusters Score -677990.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -678159.375000 Penalty: 3044.747803
	Iteration 7Q: 3 clusters Score -678159.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -678349.812500 Penalty: 3044.747803
	Iteration 8Q: 3 clusters Score -678349.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -678553.875000 Penalty: 3044.747803
	Iteration 9Q: 3 clusters Score -678553.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -678788.687500 Penalty: 3044.747803
	Iteration 10Q: 3 clusters Score -678788.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -679060.562500 Penalty: 3044.747803
	Iteration 11Q: 3 clusters Score -679060.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -679398.937500 Penalty: 3044.747803
	Iteration 12Q: 3 clusters Score -679398.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -679747.187500 Penalty: 3044.747803
	Iteration 13Q: 3 clusters Score -679747.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -680057.062500 Penalty: 3044.747803
	Iteration 14Q: 3 clusters Score -680057.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -680309.250000 Penalty: 3044.747803
	Iteration 15Q: 3 clusters Score -680309.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -680519.187500 Penalty: 3044.747803
	Iteration 16Q: 3 clusters Score -680519.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -680715.187500 Penalty: 3044.747803
	Iteration 17Q: 3 clusters Score -680715.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -680830.875000 Penalty: 3044.747803
	Iteration 18Q: 3 clusters Score -680830.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -680910.187500 Penalty: 3044.747803
	Iteration 19Q: 3 clusters Score -680910.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -680974.437500 Penalty: 3044.747803
	Iteration 20F: 3 clusters Score -680974.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -681027.750000 Penalty: 3044.747803
	Iteration 21Q: 3 clusters Score -681027.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -681068.687500 Penalty: 3044.747803
	Iteration 22Q: 3 clusters Score -681068.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -681108.375000 Penalty: 3044.747803
	Iteration 23Q: 3 clusters Score -681108.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -681129.687500 Penalty: 3044.747803
	Iteration 24Q: 3 clusters Score -681129.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -681152.250000 Penalty: 3044.747803
	Iteration 25Q: 3 clusters Score -681152.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -681160.000000 Penalty: 3044.747803
	Iteration 26Q: 3 clusters Score -681160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -681167.812500 Penalty: 3044.747803
	Iteration 27Q: 3 clusters Score -681167.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -681174.875000 Penalty: 3044.747803
	Iteration 28Q: 3 clusters Score -681174.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -681179.750000 Penalty: 3044.747803
	Iteration 29Q: 3 clusters Score -681179.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -681191.625000 Penalty: 3044.747803
	Iteration 30Q: 3 clusters Score -681191.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -681195.687500 Penalty: 3044.747803
	Iteration 31Q: 3 clusters Score -681195.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -681199.875000 Penalty: 3044.747803
	Iteration 32Q: 3 clusters Score -681199.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -681204.250000 Penalty: 3044.747803
	Iteration 33Q: 3 clusters Score -681204.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -681209.937500 Penalty: 3044.747803
	Iteration 34Q: 3 clusters Score -681209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -681213.312500 Penalty: 3044.747803
	Iteration 35Q: 3 clusters Score -681213.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -681215.500000 Penalty: 3044.747803
	Iteration 36Q: 3 clusters Score -681215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -681218.437500 Penalty: 3044.747803
	Iteration 37Q: 3 clusters Score -681218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -681221.500000 Penalty: 3044.747803
	Iteration 38Q: 3 clusters Score -681221.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -681221.375000 Penalty: 3044.747803
	Iteration 39Q: 3 clusters Score -681221.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -681221.375000 Penalty: 3044.747803
	Iteration 40F: 3 clusters Score -681221.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -149576.703125 Penalty: 1275.197998
	Iteration 0F: 2 clusters Score -149576.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -147102.171875 Penalty: 2550.395996
	Iteration 0F: 3 clusters Score -147102.2 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -147694.718750 Penalty: 2550.395996
	Iteration 1F: 3 clusters Score -147694.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -147859.078125 Penalty: 2550.395996
	Iteration 2F: 3 clusters Score -147859.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -147987.968750 Penalty: 2550.395996
	Iteration 3F: 3 clusters Score -147988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -148129.734375 Penalty: 2550.395996
	Iteration 4F: 3 clusters Score -148129.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -148266.078125 Penalty: 2550.395996
	Iteration 5F: 3 clusters Score -148266.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -148375.859375 Penalty: 2550.395996
	Iteration 6F: 3 clusters Score -148375.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -148474.781250 Penalty: 2550.395996
	Iteration 7Q: 3 clusters Score -148474.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -148557.984375 Penalty: 2550.395996
	Iteration 8Q: 3 clusters Score -148558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -148623.312500 Penalty: 2550.395996
	Iteration 9Q: 3 clusters Score -148623.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -148676.281250 Penalty: 2550.395996
	Iteration 10Q: 3 clusters Score -148676.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -148714.234375 Penalty: 2550.395996
	Iteration 11Q: 3 clusters Score -148714.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -148745.234375 Penalty: 2550.395996
	Iteration 12Q: 3 clusters Score -148745.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -148767.500000 Penalty: 2550.395996
	Iteration 13Q: 3 clusters Score -148767.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -148786.187500 Penalty: 2550.395996
	Iteration 14Q: 3 clusters Score -148786.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -148800.468750 Penalty: 2550.395996
	Iteration 15Q: 3 clusters Score -148800.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -148817.140625 Penalty: 2550.395996
	Iteration 16Q: 3 clusters Score -148817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148823.343750 Penalty: 2550.395996
	Iteration 17Q: 3 clusters Score -148823.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -148825.859375 Penalty: 2550.395996
	Iteration 18Q: 3 clusters Score -148825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -148826.343750 Penalty: 2550.395996
	Iteration 19Q: 3 clusters Score -148826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -148827.531250 Penalty: 2550.395996
	Iteration 20F: 3 clusters Score -148827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148828.375000 Penalty: 2550.395996
	Iteration 21Q: 3 clusters Score -148828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -148829.078125 Penalty: 2550.395996
	Iteration 22Q: 3 clusters Score -148829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -148829.656250 Penalty: 2550.395996
	Iteration 23Q: 3 clusters Score -148829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148829.656250 Penalty: 2550.395996
	Iteration 24Q: 3 clusters Score -148829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -148829.718750 Penalty: 2550.395996
	Iteration 25Q: 3 clusters Score -148829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -148829.718750 Penalty: 2550.395996
	Iteration 26F: 3 clusters Score -148829.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -147961.812500 Penalty: 1284.454468
	Iteration 0F: 2 clusters Score -147961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -145407.156250 Penalty: 2568.908936
	Iteration 0F: 3 clusters Score -145407.2 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -146007.375000 Penalty: 2568.908936
	Iteration 1F: 3 clusters Score -146007.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -146143.203125 Penalty: 2568.908936
	Iteration 2F: 3 clusters Score -146143.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -146257.140625 Penalty: 2568.908936
	Iteration 3F: 3 clusters Score -146257.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -146337.406250 Penalty: 2568.908936
	Iteration 4Q: 3 clusters Score -146337.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -146412.062500 Penalty: 2568.908936
	Iteration 5Q: 3 clusters Score -146412.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -146474.968750 Penalty: 2568.908936
	Iteration 6Q: 3 clusters Score -146475 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -146534.328125 Penalty: 2568.908936
	Iteration 7Q: 3 clusters Score -146534.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -146598.390625 Penalty: 2568.908936
	Iteration 8Q: 3 clusters Score -146598.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -146643.843750 Penalty: 2568.908936
	Iteration 9Q: 3 clusters Score -146643.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -146682.171875 Penalty: 2568.908936
	Iteration 10Q: 3 clusters Score -146682.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -146714.796875 Penalty: 2568.908936
	Iteration 11Q: 3 clusters Score -146714.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -146745.671875 Penalty: 2568.908936
	Iteration 12Q: 3 clusters Score -146745.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -146777.250000 Penalty: 2568.908936
	Iteration 13Q: 3 clusters Score -146777.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -146808.484375 Penalty: 2568.908936
	Iteration 14Q: 3 clusters Score -146808.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -146835.609375 Penalty: 2568.908936
	Iteration 15Q: 3 clusters Score -146835.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -146863.015625 Penalty: 2568.908936
	Iteration 16Q: 3 clusters Score -146863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -146878.265625 Penalty: 2568.908936
	Iteration 17Q: 3 clusters Score -146878.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -146902.453125 Penalty: 2568.908936
	Iteration 18Q: 3 clusters Score -146902.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -146926.500000 Penalty: 2568.908936
	Iteration 19Q: 3 clusters Score -146926.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146954.671875 Penalty: 2568.908936
	Iteration 20F: 3 clusters Score -146954.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146980.390625 Penalty: 2568.908936
	Iteration 21Q: 3 clusters Score -146980.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147010.593750 Penalty: 2568.908936
	Iteration 22Q: 3 clusters Score -147010.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -147035.796875 Penalty: 2568.908936
	Iteration 23Q: 3 clusters Score -147035.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -147074.000000 Penalty: 2568.908936
	Iteration 24Q: 3 clusters Score -147074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -147104.437500 Penalty: 2568.908936
	Iteration 25Q: 3 clusters Score -147104.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -147138.234375 Penalty: 2568.908936
	Iteration 26Q: 3 clusters Score -147138.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -147168.734375 Penalty: 2568.908936
	Iteration 27Q: 3 clusters Score -147168.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -147186.531250 Penalty: 2568.908936
	Iteration 28Q: 3 clusters Score -147186.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -147198.250000 Penalty: 2568.908936
	Iteration 29Q: 3 clusters Score -147198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -147206.015625 Penalty: 2568.908936
	Iteration 30Q: 3 clusters Score -147206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -147216.875000 Penalty: 2568.908936
	Iteration 31Q: 3 clusters Score -147216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147221.953125 Penalty: 2568.908936
	Iteration 32Q: 3 clusters Score -147222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -147226.453125 Penalty: 2568.908936
	Iteration 33Q: 3 clusters Score -147226.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -147228.500000 Penalty: 2568.908936
	Iteration 34Q: 3 clusters Score -147228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147229.875000 Penalty: 2568.908936
	Iteration 35Q: 3 clusters Score -147229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147230.265625 Penalty: 2568.908936
	Iteration 36Q: 3 clusters Score -147230.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -147230.578125 Penalty: 2568.908936
	Iteration 37Q: 3 clusters Score -147230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -147230.578125 Penalty: 2568.908936
	Iteration 38F: 3 clusters Score -147230.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -263739.468750 Penalty: 1378.389038
	Iteration 0F: 2 clusters Score -263739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -259949.703125 Penalty: 2756.778076
	Iteration 0F: 3 clusters Score -259949.7 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -260987.187500 Penalty: 2756.778076
	Iteration 1F: 3 clusters Score -260987.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -261162.578125 Penalty: 2756.778076
	Iteration 2F: 3 clusters Score -261162.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -261280.375000 Penalty: 2756.778076
	Iteration 3F: 3 clusters Score -261280.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -261355.218750 Penalty: 2756.778076
	Iteration 4Q: 3 clusters Score -261355.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -261433.125000 Penalty: 2756.778076
	Iteration 5Q: 3 clusters Score -261433.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -261497.953125 Penalty: 2756.778076
	Iteration 6Q: 3 clusters Score -261498 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -261544.953125 Penalty: 2756.778076
	Iteration 7Q: 3 clusters Score -261545 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -261576.843750 Penalty: 2756.778076
	Iteration 8Q: 3 clusters Score -261576.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -261602.046875 Penalty: 2756.778076
	Iteration 9Q: 3 clusters Score -261602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -261631.546875 Penalty: 2756.778076
	Iteration 10Q: 3 clusters Score -261631.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -261667.546875 Penalty: 2756.778076
	Iteration 11Q: 3 clusters Score -261667.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -261707.640625 Penalty: 2756.778076
	Iteration 12Q: 3 clusters Score -261707.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -261742.453125 Penalty: 2756.778076
	Iteration 13Q: 3 clusters Score -261742.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -261781.984375 Penalty: 2756.778076
	Iteration 14Q: 3 clusters Score -261782 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -261831.203125 Penalty: 2756.778076
	Iteration 15Q: 3 clusters Score -261831.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -261886.578125 Penalty: 2756.778076
	Iteration 16Q: 3 clusters Score -261886.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -261931.156250 Penalty: 2756.778076
	Iteration 17Q: 3 clusters Score -261931.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -261974.453125 Penalty: 2756.778076
	Iteration 18Q: 3 clusters Score -261974.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -262019.468750 Penalty: 2756.778076
	Iteration 19Q: 3 clusters Score -262019.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -262065.250000 Penalty: 2756.778076
	Iteration 20F: 3 clusters Score -262065.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -262108.109375 Penalty: 2756.778076
	Iteration 21Q: 3 clusters Score -262108.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -262149.281250 Penalty: 2756.778076
	Iteration 22Q: 3 clusters Score -262149.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -262186.687500 Penalty: 2756.778076
	Iteration 23Q: 3 clusters Score -262186.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -262221.312500 Penalty: 2756.778076
	Iteration 24Q: 3 clusters Score -262221.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -262255.750000 Penalty: 2756.778076
	Iteration 25Q: 3 clusters Score -262255.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -262278.187500 Penalty: 2756.778076
	Iteration 26Q: 3 clusters Score -262278.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -262295.593750 Penalty: 2756.778076
	Iteration 27Q: 3 clusters Score -262295.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -262307.781250 Penalty: 2756.778076
	Iteration 28Q: 3 clusters Score -262307.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -262315.875000 Penalty: 2756.778076
	Iteration 29Q: 3 clusters Score -262315.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -262323.812500 Penalty: 2756.778076
	Iteration 30Q: 3 clusters Score -262323.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -262331.875000 Penalty: 2756.778076
	Iteration 31Q: 3 clusters Score -262331.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -262337.218750 Penalty: 2756.778076
	Iteration 32Q: 3 clusters Score -262337.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -262340.468750 Penalty: 2756.778076
	Iteration 33Q: 3 clusters Score -262340.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -262344.968750 Penalty: 2756.778076
	Iteration 34Q: 3 clusters Score -262345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -262348.437500 Penalty: 2756.778076
	Iteration 35Q: 3 clusters Score -262348.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -262352.187500 Penalty: 2756.778076
	Iteration 36Q: 3 clusters Score -262352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -262355.281250 Penalty: 2756.778076
	Iteration 37Q: 3 clusters Score -262355.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -262359.187500 Penalty: 2756.778076
	Iteration 38Q: 3 clusters Score -262359.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -262364.750000 Penalty: 2756.778076
	Iteration 39Q: 3 clusters Score -262364.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -262369.968750 Penalty: 2756.778076
	Iteration 40F: 3 clusters Score -262370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -262376.406250 Penalty: 2756.778076
	Iteration 41Q: 3 clusters Score -262376.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -262379.031250 Penalty: 2756.778076
	Iteration 42Q: 3 clusters Score -262379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -262383.312500 Penalty: 2756.778076
	Iteration 43Q: 3 clusters Score -262383.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -262387.250000 Penalty: 2756.778076
	Iteration 44Q: 3 clusters Score -262387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -262389.843750 Penalty: 2756.778076
	Iteration 45Q: 3 clusters Score -262389.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -262390.406250 Penalty: 2756.778076
	Iteration 46Q: 3 clusters Score -262390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -262392.250000 Penalty: 2756.778076
	Iteration 47Q: 3 clusters Score -262392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -262393.375000 Penalty: 2756.778076
	Iteration 48Q: 3 clusters Score -262393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -262395.375000 Penalty: 2756.778076
	Iteration 49Q: 3 clusters Score -262395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -262397.468750 Penalty: 2756.778076
	Iteration 50Q: 3 clusters Score -262397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -262398.812500 Penalty: 2756.778076
	Iteration 51Q: 3 clusters Score -262398.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -262400.750000 Penalty: 2756.778076
	Iteration 52Q: 3 clusters Score -262400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -262402.375000 Penalty: 2756.778076
	Iteration 53Q: 3 clusters Score -262402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -262403.343750 Penalty: 2756.778076
	Iteration 54Q: 3 clusters Score -262403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -262403.718750 Penalty: 2756.778076
	Iteration 55Q: 3 clusters Score -262403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -262404.843750 Penalty: 2756.778076
	Iteration 56Q: 3 clusters Score -262404.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -262405.593750 Penalty: 2756.778076
	Iteration 57Q: 3 clusters Score -262405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -262405.593750 Penalty: 2756.778076
	Iteration 58F: 3 clusters Score -262405.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -422712.468750 Penalty: 1460.723877
	Iteration 0F: 2 clusters Score -422712.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -416819.281250 Penalty: 2921.447754
	Iteration 0F: 3 clusters Score -416819.3 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -418819.062500 Penalty: 2921.447754
	Iteration 1F: 3 clusters Score -418819.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -419332.906250 Penalty: 2921.447754
	Iteration 2F: 3 clusters Score -419332.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -419994.750000 Penalty: 2921.447754
	Iteration 3F: 3 clusters Score -419994.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -420923.593750 Penalty: 2921.447754
	Iteration 4F: 3 clusters Score -420923.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -422134.468750 Penalty: 2921.447754
	Iteration 5F: 3 clusters Score -422134.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -423050.531250 Penalty: 2921.447754
	Iteration 6F: 3 clusters Score -423050.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -423586.468750 Penalty: 2921.447754
	Iteration 7F: 3 clusters Score -423586.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -423888.687500 Penalty: 2921.447754
	Iteration 8Q: 3 clusters Score -423888.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -424021.000000 Penalty: 2921.447754
	Iteration 9Q: 3 clusters Score -424021 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -424097.312500 Penalty: 2921.447754
	Iteration 10Q: 3 clusters Score -424097.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -424160.062500 Penalty: 2921.447754
	Iteration 11Q: 3 clusters Score -424160.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -424228.937500 Penalty: 2921.447754
	Iteration 12Q: 3 clusters Score -424228.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -424306.625000 Penalty: 2921.447754
	Iteration 13Q: 3 clusters Score -424306.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -424414.875000 Penalty: 2921.447754
	Iteration 14Q: 3 clusters Score -424414.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -424562.343750 Penalty: 2921.447754
	Iteration 15Q: 3 clusters Score -424562.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -424750.031250 Penalty: 2921.447754
	Iteration 16Q: 3 clusters Score -424750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -424854.031250 Penalty: 2921.447754
	Iteration 17Q: 3 clusters Score -424854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -424920.906250 Penalty: 2921.447754
	Iteration 18Q: 3 clusters Score -424920.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -424948.187500 Penalty: 2921.447754
	Iteration 19Q: 3 clusters Score -424948.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -424957.937500 Penalty: 2921.447754
	Iteration 20F: 3 clusters Score -424957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -424960.250000 Penalty: 2921.447754
	Iteration 21Q: 3 clusters Score -424960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -424963.062500 Penalty: 2921.447754
	Iteration 22Q: 3 clusters Score -424963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -424964.531250 Penalty: 2921.447754
	Iteration 23Q: 3 clusters Score -424964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -424967.750000 Penalty: 2921.447754
	Iteration 24Q: 3 clusters Score -424967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -424969.031250 Penalty: 2921.447754
	Iteration 25Q: 3 clusters Score -424969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -424969.718750 Penalty: 2921.447754
	Iteration 26Q: 3 clusters Score -424969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -424971.218750 Penalty: 2921.447754
	Iteration 27Q: 3 clusters Score -424971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -424973.593750 Penalty: 2921.447754
	Iteration 28Q: 3 clusters Score -424973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -424975.312500 Penalty: 2921.447754
	Iteration 29Q: 3 clusters Score -424975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -424977.000000 Penalty: 2921.447754
	Iteration 30Q: 3 clusters Score -424977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -424981.562500 Penalty: 2921.447754
	Iteration 31Q: 3 clusters Score -424981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -424985.937500 Penalty: 2921.447754
	Iteration 32Q: 3 clusters Score -424985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -424991.468750 Penalty: 2921.447754
	Iteration 33Q: 3 clusters Score -424991.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -424995.718750 Penalty: 2921.447754
	Iteration 34Q: 3 clusters Score -424995.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -425001.593750 Penalty: 2921.447754
	Iteration 35Q: 3 clusters Score -425001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -425007.875000 Penalty: 2921.447754
	Iteration 36Q: 3 clusters Score -425007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -425011.093750 Penalty: 2921.447754
	Iteration 37Q: 3 clusters Score -425011.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -425015.687500 Penalty: 2921.447754
	Iteration 38Q: 3 clusters Score -425015.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -425023.000000 Penalty: 2921.447754
	Iteration 39Q: 3 clusters Score -425023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -425028.781250 Penalty: 2921.447754
	Iteration 40F: 3 clusters Score -425028.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -425034.500000 Penalty: 2921.447754
	Iteration 41Q: 3 clusters Score -425034.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -425040.062500 Penalty: 2921.447754
	Iteration 42Q: 3 clusters Score -425040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -425045.125000 Penalty: 2921.447754
	Iteration 43Q: 3 clusters Score -425045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -425047.968750 Penalty: 2921.447754
	Iteration 44Q: 3 clusters Score -425048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -425049.437500 Penalty: 2921.447754
	Iteration 45Q: 3 clusters Score -425049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -425050.656250 Penalty: 2921.447754
	Iteration 46Q: 3 clusters Score -425050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -425050.062500 Penalty: 2921.447754
	Iteration 47Q: 3 clusters Score -425050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -425050.062500 Penalty: 2921.447754
	Iteration 48F: 3 clusters Score -425050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 25528 members 
Mstep: Class 3 contains 99320 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 11713 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 18301 members 
Mstep: Class 13 contains 11355 members 
Mstep: Class 14 contains 39395 members 
Mstep: Class 15 contains 251293 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 39769 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 38325 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 7813 members 
Mstep: Class 23 contains 3789 members 
Mstep: Class 24 contains 2048 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 3835 members 
Mstep: Class 28 contains 5315 members 
Mstep: Class 29 contains 3151 members 
Entering Unmasked Estep 
Score: -34125396.000000 Penalty: 62879.636719
Splitting cluster 11 changes total score from -34123680.000000 to -34125396.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 12 (18301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Entering Unmasked Estep 
Score: -1054472.000000 Penalty: 1594.890503
	Iteration 0F: 2 clusters Score -1054472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1041980.312500 Penalty: 3189.781006
	Iteration 0F: 3 clusters Score -1041980 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1046687.000000 Penalty: 3189.781006
	Iteration 1F: 3 clusters Score -1046687 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1047351.312500 Penalty: 3189.781006
	Iteration 2F: 3 clusters Score -1047351 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1048103.500000 Penalty: 3189.781006
	Iteration 3F: 3 clusters Score -1048104 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1049034.750000 Penalty: 3189.781006
	Iteration 4F: 3 clusters Score -1049035 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1050069.125000 Penalty: 3189.781006
	Iteration 5F: 3 clusters Score -1050069 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1050996.000000 Penalty: 3189.781006
	Iteration 6F: 3 clusters Score -1050996 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1051701.750000 Penalty: 3189.781006
	Iteration 7Q: 3 clusters Score -1051702 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1052207.125000 Penalty: 3189.781006
	Iteration 8Q: 3 clusters Score -1052207 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1052551.000000 Penalty: 3189.781006
	Iteration 9Q: 3 clusters Score -1052551 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1052816.875000 Penalty: 3189.781006
	Iteration 10Q: 3 clusters Score -1052817 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1052996.375000 Penalty: 3189.781006
	Iteration 11Q: 3 clusters Score -1052996 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1053115.500000 Penalty: 3189.781006
	Iteration 12Q: 3 clusters Score -1053116 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1053169.375000 Penalty: 3189.781006
	Iteration 13Q: 3 clusters Score -1053169 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1053209.875000 Penalty: 3189.781006
	Iteration 14Q: 3 clusters Score -1053210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1053235.875000 Penalty: 3189.781006
	Iteration 15Q: 3 clusters Score -1053236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1053251.375000 Penalty: 3189.781006
	Iteration 16Q: 3 clusters Score -1053251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1053263.875000 Penalty: 3189.781006
	Iteration 17Q: 3 clusters Score -1053264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1053272.875000 Penalty: 3189.781006
	Iteration 18Q: 3 clusters Score -1053273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1053278.250000 Penalty: 3189.781006
	Iteration 19Q: 3 clusters Score -1053278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1053282.250000 Penalty: 3189.781006
	Iteration 20F: 3 clusters Score -1053282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1053283.875000 Penalty: 3189.781006
	Iteration 21Q: 3 clusters Score -1053284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1053286.000000 Penalty: 3189.781006
	Iteration 22Q: 3 clusters Score -1053286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1053285.750000 Penalty: 3189.781006
	Iteration 23Q: 3 clusters Score -1053286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1053287.375000 Penalty: 3189.781006
	Iteration 24Q: 3 clusters Score -1053287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1053287.750000 Penalty: 3189.781006
	Iteration 25Q: 3 clusters Score -1053288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1053286.500000 Penalty: 3189.781006
	Iteration 26Q: 3 clusters Score -1053286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1053287.750000 Penalty: 3189.781006
	Iteration 27Q: 3 clusters Score -1053288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1053287.750000 Penalty: 3189.781006
	Iteration 28F: 3 clusters Score -1053288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Entering Unmasked Estep 
Score: -631681.812500 Penalty: 1517.329712
	Iteration 0F: 2 clusters Score -631681.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -623645.187500 Penalty: 3034.659424
	Iteration 0F: 3 clusters Score -623645.2 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -626438.500000 Penalty: 3034.659424
	Iteration 1F: 3 clusters Score -626438.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -626784.312500 Penalty: 3034.659424
	Iteration 2F: 3 clusters Score -626784.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -627113.250000 Penalty: 3034.659424
	Iteration 3F: 3 clusters Score -627113.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -627429.687500 Penalty: 3034.659424
	Iteration 4F: 3 clusters Score -627429.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -627748.125000 Penalty: 3034.659424
	Iteration 5Q: 3 clusters Score -627748.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -628087.937500 Penalty: 3034.659424
	Iteration 6Q: 3 clusters Score -628087.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -628394.625000 Penalty: 3034.659424
	Iteration 7Q: 3 clusters Score -628394.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -628688.625000 Penalty: 3034.659424
	Iteration 8Q: 3 clusters Score -628688.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -628946.437500 Penalty: 3034.659424
	Iteration 9Q: 3 clusters Score -628946.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -629176.937500 Penalty: 3034.659424
	Iteration 10Q: 3 clusters Score -629176.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -629391.375000 Penalty: 3034.659424
	Iteration 11Q: 3 clusters Score -629391.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -629556.250000 Penalty: 3034.659424
	Iteration 12Q: 3 clusters Score -629556.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -629689.625000 Penalty: 3034.659424
	Iteration 13Q: 3 clusters Score -629689.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -629793.500000 Penalty: 3034.659424
	Iteration 14Q: 3 clusters Score -629793.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -629874.187500 Penalty: 3034.659424
	Iteration 15Q: 3 clusters Score -629874.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -629940.062500 Penalty: 3034.659424
	Iteration 16Q: 3 clusters Score -629940.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -630011.125000 Penalty: 3034.659424
	Iteration 17Q: 3 clusters Score -630011.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -630070.812500 Penalty: 3034.659424
	Iteration 18Q: 3 clusters Score -630070.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -630144.062500 Penalty: 3034.659424
	Iteration 19Q: 3 clusters Score -630144.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -630240.250000 Penalty: 3034.659424
	Iteration 20F: 3 clusters Score -630240.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -630353.500000 Penalty: 3034.659424
	Iteration 21Q: 3 clusters Score -630353.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -630510.375000 Penalty: 3034.659424
	Iteration 22Q: 3 clusters Score -630510.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -630648.812500 Penalty: 3034.659424
	Iteration 23Q: 3 clusters Score -630648.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -630757.937500 Penalty: 3034.659424
	Iteration 24Q: 3 clusters Score -630757.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -630824.562500 Penalty: 3034.659424
	Iteration 25Q: 3 clusters Score -630824.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -630861.312500 Penalty: 3034.659424
	Iteration 26Q: 3 clusters Score -630861.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -630885.000000 Penalty: 3034.659424
	Iteration 27Q: 3 clusters Score -630885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -630901.062500 Penalty: 3034.659424
	Iteration 28Q: 3 clusters Score -630901.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -630914.312500 Penalty: 3034.659424
	Iteration 29Q: 3 clusters Score -630914.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -630925.562500 Penalty: 3034.659424
	Iteration 30Q: 3 clusters Score -630925.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -630933.437500 Penalty: 3034.659424
	Iteration 31Q: 3 clusters Score -630933.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -630940.625000 Penalty: 3034.659424
	Iteration 32Q: 3 clusters Score -630940.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -630950.687500 Penalty: 3034.659424
	Iteration 33Q: 3 clusters Score -630950.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -630961.625000 Penalty: 3034.659424
	Iteration 34Q: 3 clusters Score -630961.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -630970.000000 Penalty: 3034.659424
	Iteration 35Q: 3 clusters Score -630970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -630981.500000 Penalty: 3034.659424
	Iteration 36Q: 3 clusters Score -630981.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -630991.250000 Penalty: 3034.659424
	Iteration 37Q: 3 clusters Score -630991.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -631001.187500 Penalty: 3034.659424
	Iteration 38Q: 3 clusters Score -631001.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -631009.312500 Penalty: 3034.659424
	Iteration 39Q: 3 clusters Score -631009.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -631017.375000 Penalty: 3034.659424
	Iteration 40F: 3 clusters Score -631017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -631018.750000 Penalty: 3034.659424
	Iteration 41Q: 3 clusters Score -631018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -631019.500000 Penalty: 3034.659424
	Iteration 42Q: 3 clusters Score -631019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -631021.312500 Penalty: 3034.659424
	Iteration 43Q: 3 clusters Score -631021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -631021.750000 Penalty: 3034.659424
	Iteration 44Q: 3 clusters Score -631021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -631021.312500 Penalty: 3034.659424
	Iteration 45Q: 3 clusters Score -631021.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -631023.125000 Penalty: 3034.659424
	Iteration 46Q: 3 clusters Score -631023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -631024.187500 Penalty: 3034.659424
	Iteration 47Q: 3 clusters Score -631024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -631023.625000 Penalty: 3034.659424
	Iteration 48Q: 3 clusters Score -631023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -631024.687500 Penalty: 3034.659424
	Iteration 49Q: 3 clusters Score -631024.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -631024.687500 Penalty: 3034.659424
	Iteration 50F: 3 clusters Score -631024.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Entering Unmasked Estep 
Score: -2282709.500000 Penalty: 1719.476562
	Iteration 0F: 2 clusters Score -2282710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2256297.750000 Penalty: 3438.953125
	Iteration 0F: 3 clusters Score -2256298 nChanged 18351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2267082.750000 Penalty: 3438.953125
	Iteration 1F: 3 clusters Score -2267083 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2267714.750000 Penalty: 3438.953125
	Iteration 2Q: 3 clusters Score -2267715 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2268449.250000 Penalty: 3438.953125
	Iteration 3Q: 3 clusters Score -2268449 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2269443.000000 Penalty: 3438.953125
	Iteration 4F: 3 clusters Score -2269443 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2270833.250000 Penalty: 3438.953125
	Iteration 5F: 3 clusters Score -2270833 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2272606.500000 Penalty: 3438.953125
	Iteration 6F: 3 clusters Score -2272606 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2274582.000000 Penalty: 3438.953125
	Iteration 7F: 3 clusters Score -2274582 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2276296.500000 Penalty: 3438.953125
	Iteration 8F: 3 clusters Score -2276296 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2277531.750000 Penalty: 3438.953125
	Iteration 9Q: 3 clusters Score -2277532 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2278354.750000 Penalty: 3438.953125
	Iteration 10Q: 3 clusters Score -2278355 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2278984.250000 Penalty: 3438.953125
	Iteration 11Q: 3 clusters Score -2278984 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2279489.250000 Penalty: 3438.953125
	Iteration 12Q: 3 clusters Score -2279489 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2279963.750000 Penalty: 3438.953125
	Iteration 13Q: 3 clusters Score -2279964 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2280378.250000 Penalty: 3438.953125
	Iteration 14Q: 3 clusters Score -2280378 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2280675.250000 Penalty: 3438.953125
	Iteration 15Q: 3 clusters Score -2280675 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2280863.000000 Penalty: 3438.953125
	Iteration 16Q: 3 clusters Score -2280863 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2280992.250000 Penalty: 3438.953125
	Iteration 17Q: 3 clusters Score -2280992 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2281078.500000 Penalty: 3438.953125
	Iteration 18Q: 3 clusters Score -2281078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2281142.750000 Penalty: 3438.953125
	Iteration 19Q: 3 clusters Score -2281143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2281180.500000 Penalty: 3438.953125
	Iteration 20F: 3 clusters Score -2281180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2281200.000000 Penalty: 3438.953125
	Iteration 21Q: 3 clusters Score -2281200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2281222.750000 Penalty: 3438.953125
	Iteration 22Q: 3 clusters Score -2281223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2281237.500000 Penalty: 3438.953125
	Iteration 23Q: 3 clusters Score -2281238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2281248.500000 Penalty: 3438.953125
	Iteration 24Q: 3 clusters Score -2281248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2281258.500000 Penalty: 3438.953125
	Iteration 25Q: 3 clusters Score -2281258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2281264.500000 Penalty: 3438.953125
	Iteration 26Q: 3 clusters Score -2281264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2281273.750000 Penalty: 3438.953125
	Iteration 27Q: 3 clusters Score -2281274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2281281.000000 Penalty: 3438.953125
	Iteration 28Q: 3 clusters Score -2281281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2281292.500000 Penalty: 3438.953125
	Iteration 29Q: 3 clusters Score -2281292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2281291.500000 Penalty: 3438.953125
	Iteration 30Q: 3 clusters Score -2281292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2281298.750000 Penalty: 3438.953125
	Iteration 31Q: 3 clusters Score -2281299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2281299.750000 Penalty: 3438.953125
	Iteration 32Q: 3 clusters Score -2281300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2281303.250000 Penalty: 3438.953125
	Iteration 33Q: 3 clusters Score -2281303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2281306.500000 Penalty: 3438.953125
	Iteration 34Q: 3 clusters Score -2281306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2281302.750000 Penalty: 3438.953125
	Iteration 35Q: 3 clusters Score -2281303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2281303.500000 Penalty: 3438.953125
	Iteration 36Q: 3 clusters Score -2281304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2281303.500000 Penalty: 3438.953125
	Iteration 37F: 3 clusters Score -2281304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (251293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251293 members 
Entering Unmasked Estep 
Score: -14637734.000000 Penalty: 2020.585938
	Iteration 0F: 2 clusters Score -1.463773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125977 members 
Mstep: Class 2 contains 125316 members 
Entering Unmasked Estep 
Score: -14468311.000000 Penalty: 4041.171875
	Iteration 0F: 3 clusters Score -1.446831e+07 nChanged 122025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135782 members 
Mstep: Class 2 contains 115511 members 
Entering Unmasked Estep 
Score: -14541016.000000 Penalty: 4041.171875
	Iteration 1F: 3 clusters Score -1.454102e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142893 members 
Mstep: Class 2 contains 108400 members 
Entering Unmasked Estep 
Score: -14544194.000000 Penalty: 4041.171875
	Iteration 2Q: 3 clusters Score -1.454419e+07 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154184 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -14550641.000000 Penalty: 4041.171875
	Iteration 3F: 3 clusters Score -1.455064e+07 nChanged 17931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170413 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -14562396.000000 Penalty: 4041.171875
	Iteration 4F: 3 clusters Score -1.45624e+07 nChanged 21799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190782 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -14579800.000000 Penalty: 4041.171875
	Iteration 5F: 3 clusters Score -1.45798e+07 nChanged 21726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211642 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -14599293.000000 Penalty: 4041.171875
	Iteration 6F: 3 clusters Score -1.459929e+07 nChanged 17414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228776 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -14615830.000000 Penalty: 4041.171875
	Iteration 7F: 3 clusters Score -1.461583e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240045 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -14626242.000000 Penalty: 4041.171875
	Iteration 8Q: 3 clusters Score -1.462624e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246150 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -14631838.000000 Penalty: 4041.171875
	Iteration 9Q: 3 clusters Score -1.463184e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248981 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -14634523.000000 Penalty: 4041.171875
	Iteration 10Q: 3 clusters Score -1.463452e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249969 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14635485.000000 Penalty: 4041.171875
	Iteration 11Q: 3 clusters Score -1.463548e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250307 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -14635847.000000 Penalty: 4041.171875
	Iteration 12Q: 3 clusters Score -1.463585e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250444 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14636022.000000 Penalty: 4041.171875
	Iteration 13Q: 3 clusters Score -1.463602e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250506 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14636123.000000 Penalty: 4041.171875
	Iteration 14Q: 3 clusters Score -1.463612e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250517 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14636244.000000 Penalty: 4041.171875
	Iteration 15Q: 3 clusters Score -1.463624e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250505 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14636319.000000 Penalty: 4041.171875
	Iteration 16Q: 3 clusters Score -1.463632e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250493 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14636359.000000 Penalty: 4041.171875
	Iteration 17Q: 3 clusters Score -1.463636e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250486 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14636406.000000 Penalty: 4041.171875
	Iteration 18Q: 3 clusters Score -1.463641e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250475 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14636409.000000 Penalty: 4041.171875
	Iteration 19Q: 3 clusters Score -1.463641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250476 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14636406.000000 Penalty: 4041.171875
	Iteration 20F: 3 clusters Score -1.463641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250474 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14636421.000000 Penalty: 4041.171875
	Iteration 21Q: 3 clusters Score -1.463642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250476 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14636409.000000 Penalty: 4041.171875
	Iteration 22Q: 3 clusters Score -1.463641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250474 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14636424.000000 Penalty: 4041.171875
	Iteration 23Q: 3 clusters Score -1.463642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250475 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14636427.000000 Penalty: 4041.171875
	Iteration 24Q: 3 clusters Score -1.463643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250474 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14636432.000000 Penalty: 4041.171875
	Iteration 25Q: 3 clusters Score -1.463643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250472 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14636437.000000 Penalty: 4041.171875
	Iteration 26Q: 3 clusters Score -1.463644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250474 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14636434.000000 Penalty: 4041.171875
	Iteration 27Q: 3 clusters Score -1.463643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250477 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14636434.000000 Penalty: 4041.171875
	Iteration 28Q: 3 clusters Score -1.463643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250475 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14636429.000000 Penalty: 4041.171875
	Iteration 29Q: 3 clusters Score -1.463643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250475 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14636423.000000 Penalty: 4041.171875
	Iteration 30Q: 3 clusters Score -1.463642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250471 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14636423.000000 Penalty: 4041.171875
	Iteration 31Q: 3 clusters Score -1.463642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250468 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14636415.000000 Penalty: 4041.171875
	Iteration 32Q: 3 clusters Score -1.463642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250470 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -14636437.000000 Penalty: 4041.171875
	Iteration 33Q: 3 clusters Score -1.463644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250471 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14636439.000000 Penalty: 4041.171875
	Iteration 34Q: 3 clusters Score -1.463644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250469 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14636441.000000 Penalty: 4041.171875
	Iteration 35Q: 3 clusters Score -1.463644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250470 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -14636442.000000 Penalty: 4041.171875
	Iteration 36Q: 3 clusters Score -1.463644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250471 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14636442.000000 Penalty: 4041.171875
	Iteration 37Q: 3 clusters Score -1.463644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250469 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14636445.000000 Penalty: 4041.171875
	Iteration 38Q: 3 clusters Score -1.463644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250469 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14636445.000000 Penalty: 4041.171875
	Iteration 39F: 3 clusters Score -1.463644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -156007.984375 Penalty: 1293.495850
	Iteration 0F: 2 clusters Score -156008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -153416.828125 Penalty: 2586.991699
	Iteration 0F: 3 clusters Score -153416.8 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -154051.703125 Penalty: 2586.991699
	Iteration 1F: 3 clusters Score -154051.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -154220.718750 Penalty: 2586.991699
	Iteration 2F: 3 clusters Score -154220.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -154368.531250 Penalty: 2586.991699
	Iteration 3F: 3 clusters Score -154368.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -154521.187500 Penalty: 2586.991699
	Iteration 4F: 3 clusters Score -154521.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -154660.281250 Penalty: 2586.991699
	Iteration 5F: 3 clusters Score -154660.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -154801.015625 Penalty: 2586.991699
	Iteration 6Q: 3 clusters Score -154801 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -154927.671875 Penalty: 2586.991699
	Iteration 7Q: 3 clusters Score -154927.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -155048.484375 Penalty: 2586.991699
	Iteration 8Q: 3 clusters Score -155048.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -155148.375000 Penalty: 2586.991699
	Iteration 9Q: 3 clusters Score -155148.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -155211.562500 Penalty: 2586.991699
	Iteration 10Q: 3 clusters Score -155211.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -155245.015625 Penalty: 2586.991699
	Iteration 11Q: 3 clusters Score -155245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -155271.796875 Penalty: 2586.991699
	Iteration 12Q: 3 clusters Score -155271.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -155291.296875 Penalty: 2586.991699
	Iteration 13Q: 3 clusters Score -155291.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -155306.312500 Penalty: 2586.991699
	Iteration 14Q: 3 clusters Score -155306.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -155323.109375 Penalty: 2586.991699
	Iteration 15Q: 3 clusters Score -155323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -155326.515625 Penalty: 2586.991699
	Iteration 16Q: 3 clusters Score -155326.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155329.312500 Penalty: 2586.991699
	Iteration 17Q: 3 clusters Score -155329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -155332.828125 Penalty: 2586.991699
	Iteration 18Q: 3 clusters Score -155332.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155340.125000 Penalty: 2586.991699
	Iteration 19Q: 3 clusters Score -155340.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -155346.750000 Penalty: 2586.991699
	Iteration 20F: 3 clusters Score -155346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155349.609375 Penalty: 2586.991699
	Iteration 21Q: 3 clusters Score -155349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155354.625000 Penalty: 2586.991699
	Iteration 22Q: 3 clusters Score -155354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -155362.140625 Penalty: 2586.991699
	Iteration 23Q: 3 clusters Score -155362.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -155368.281250 Penalty: 2586.991699
	Iteration 24Q: 3 clusters Score -155368.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155378.609375 Penalty: 2586.991699
	Iteration 25Q: 3 clusters Score -155378.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155387.281250 Penalty: 2586.991699
	Iteration 26Q: 3 clusters Score -155387.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -155398.156250 Penalty: 2586.991699
	Iteration 27Q: 3 clusters Score -155398.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155415.921875 Penalty: 2586.991699
	Iteration 28Q: 3 clusters Score -155415.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155430.406250 Penalty: 2586.991699
	Iteration 29Q: 3 clusters Score -155430.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -155442.718750 Penalty: 2586.991699
	Iteration 30Q: 3 clusters Score -155442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155455.421875 Penalty: 2586.991699
	Iteration 31Q: 3 clusters Score -155455.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155465.250000 Penalty: 2586.991699
	Iteration 32Q: 3 clusters Score -155465.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -155473.406250 Penalty: 2586.991699
	Iteration 33Q: 3 clusters Score -155473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -155478.296875 Penalty: 2586.991699
	Iteration 34Q: 3 clusters Score -155478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -155483.421875 Penalty: 2586.991699
	Iteration 35Q: 3 clusters Score -155483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -155485.562500 Penalty: 2586.991699
	Iteration 36Q: 3 clusters Score -155485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155486.468750 Penalty: 2586.991699
	Iteration 37Q: 3 clusters Score -155486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -155487.062500 Penalty: 2586.991699
	Iteration 38Q: 3 clusters Score -155487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155487.562500 Penalty: 2586.991699
	Iteration 39Q: 3 clusters Score -155487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155487.562500 Penalty: 2586.991699
	Iteration 40F: 3 clusters Score -155487.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Entering Unmasked Estep 
Score: -348433.625000 Penalty: 1416.862549
	Iteration 0F: 2 clusters Score -348433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -343752.875000 Penalty: 2833.725098
	Iteration 0F: 3 clusters Score -343752.9 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -345129.000000 Penalty: 2833.725098
	Iteration 1F: 3 clusters Score -345129 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -345324.312500 Penalty: 2833.725098
	Iteration 2F: 3 clusters Score -345324.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -345452.562500 Penalty: 2833.725098
	Iteration 3Q: 3 clusters Score -345452.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -345581.468750 Penalty: 2833.725098
	Iteration 4Q: 3 clusters Score -345581.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -345685.312500 Penalty: 2833.725098
	Iteration 5Q: 3 clusters Score -345685.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -345761.875000 Penalty: 2833.725098
	Iteration 6Q: 3 clusters Score -345761.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -345832.437500 Penalty: 2833.725098
	Iteration 7Q: 3 clusters Score -345832.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -345901.687500 Penalty: 2833.725098
	Iteration 8Q: 3 clusters Score -345901.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -345965.031250 Penalty: 2833.725098
	Iteration 9Q: 3 clusters Score -345965 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -346038.687500 Penalty: 2833.725098
	Iteration 10Q: 3 clusters Score -346038.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -346131.843750 Penalty: 2833.725098
	Iteration 11Q: 3 clusters Score -346131.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -346246.500000 Penalty: 2833.725098
	Iteration 12Q: 3 clusters Score -346246.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -346369.031250 Penalty: 2833.725098
	Iteration 13Q: 3 clusters Score -346369 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -346491.781250 Penalty: 2833.725098
	Iteration 14Q: 3 clusters Score -346491.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -346572.687500 Penalty: 2833.725098
	Iteration 15Q: 3 clusters Score -346572.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -346632.187500 Penalty: 2833.725098
	Iteration 16Q: 3 clusters Score -346632.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -346672.687500 Penalty: 2833.725098
	Iteration 17Q: 3 clusters Score -346672.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -346710.906250 Penalty: 2833.725098
	Iteration 18Q: 3 clusters Score -346710.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -346742.562500 Penalty: 2833.725098
	Iteration 19Q: 3 clusters Score -346742.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -346766.500000 Penalty: 2833.725098
	Iteration 20F: 3 clusters Score -346766.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -346788.937500 Penalty: 2833.725098
	Iteration 21Q: 3 clusters Score -346788.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -346814.500000 Penalty: 2833.725098
	Iteration 22Q: 3 clusters Score -346814.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -346838.125000 Penalty: 2833.725098
	Iteration 23Q: 3 clusters Score -346838.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -346857.312500 Penalty: 2833.725098
	Iteration 24Q: 3 clusters Score -346857.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -346875.437500 Penalty: 2833.725098
	Iteration 25Q: 3 clusters Score -346875.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -346891.968750 Penalty: 2833.725098
	Iteration 26Q: 3 clusters Score -346892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -346907.718750 Penalty: 2833.725098
	Iteration 27Q: 3 clusters Score -346907.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -346927.937500 Penalty: 2833.725098
	Iteration 28Q: 3 clusters Score -346927.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -346948.375000 Penalty: 2833.725098
	Iteration 29Q: 3 clusters Score -346948.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -346967.687500 Penalty: 2833.725098
	Iteration 30Q: 3 clusters Score -346967.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -346986.062500 Penalty: 2833.725098
	Iteration 31Q: 3 clusters Score -346986.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -347003.187500 Penalty: 2833.725098
	Iteration 32Q: 3 clusters Score -347003.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -347018.406250 Penalty: 2833.725098
	Iteration 33Q: 3 clusters Score -347018.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -347041.281250 Penalty: 2833.725098
	Iteration 34Q: 3 clusters Score -347041.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -347060.843750 Penalty: 2833.725098
	Iteration 35Q: 3 clusters Score -347060.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -347076.656250 Penalty: 2833.725098
	Iteration 36Q: 3 clusters Score -347076.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -347089.000000 Penalty: 2833.725098
	Iteration 37Q: 3 clusters Score -347089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -347094.187500 Penalty: 2833.725098
	Iteration 38Q: 3 clusters Score -347094.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -347099.062500 Penalty: 2833.725098
	Iteration 39Q: 3 clusters Score -347099.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -347103.687500 Penalty: 2833.725098
	Iteration 40F: 3 clusters Score -347103.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -347107.093750 Penalty: 2833.725098
	Iteration 41Q: 3 clusters Score -347107.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -347109.875000 Penalty: 2833.725098
	Iteration 42Q: 3 clusters Score -347109.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -347111.875000 Penalty: 2833.725098
	Iteration 43Q: 3 clusters Score -347111.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -347112.812500 Penalty: 2833.725098
	Iteration 44Q: 3 clusters Score -347112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -347113.125000 Penalty: 2833.725098
	Iteration 45Q: 3 clusters Score -347113.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -347114.156250 Penalty: 2833.725098
	Iteration 46Q: 3 clusters Score -347114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -347115.343750 Penalty: 2833.725098
	Iteration 47Q: 3 clusters Score -347115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -347115.343750 Penalty: 2833.725098
	Iteration 48Q: 3 clusters Score -347115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -347115.593750 Penalty: 2833.725098
	Iteration 49Q: 3 clusters Score -347115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -347116.093750 Penalty: 2833.725098
	Iteration 50Q: 3 clusters Score -347116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -347116.812500 Penalty: 2833.725098
	Iteration 51Q: 3 clusters Score -347116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -347116.281250 Penalty: 2833.725098
	Iteration 52Q: 3 clusters Score -347116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -347116.843750 Penalty: 2833.725098
	Iteration 53Q: 3 clusters Score -347116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -347116.843750 Penalty: 2833.725098
	Iteration 54F: 3 clusters Score -347116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Entering Unmasked Estep 
Score: -2312879.000000 Penalty: 1721.011963
	Iteration 0F: 2 clusters Score -2312879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2286394.750000 Penalty: 3442.023926
	Iteration 0F: 3 clusters Score -2286395 nChanged 18394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2296628.750000 Penalty: 3442.023926
	Iteration 1F: 3 clusters Score -2296629 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2297062.750000 Penalty: 3442.023926
	Iteration 2Q: 3 clusters Score -2297063 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2297482.250000 Penalty: 3442.023926
	Iteration 3Q: 3 clusters Score -2297482 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2297856.250000 Penalty: 3442.023926
	Iteration 4Q: 3 clusters Score -2297856 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2298261.750000 Penalty: 3442.023926
	Iteration 5Q: 3 clusters Score -2298262 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2298764.250000 Penalty: 3442.023926
	Iteration 6Q: 3 clusters Score -2298764 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2299418.000000 Penalty: 3442.023926
	Iteration 7Q: 3 clusters Score -2299418 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2300300.750000 Penalty: 3442.023926
	Iteration 8Q: 3 clusters Score -2300301 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2301375.000000 Penalty: 3442.023926
	Iteration 9Q: 3 clusters Score -2301375 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2302644.000000 Penalty: 3442.023926
	Iteration 10Q: 3 clusters Score -2302644 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2304085.250000 Penalty: 3442.023926
	Iteration 11F: 3 clusters Score -2304085 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2305608.750000 Penalty: 3442.023926
	Iteration 12F: 3 clusters Score -2305609 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2307027.250000 Penalty: 3442.023926
	Iteration 13Q: 3 clusters Score -2307027 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2308335.500000 Penalty: 3442.023926
	Iteration 14Q: 3 clusters Score -2308336 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2309365.500000 Penalty: 3442.023926
	Iteration 15Q: 3 clusters Score -2309366 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2310051.000000 Penalty: 3442.023926
	Iteration 16Q: 3 clusters Score -2310051 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2310498.750000 Penalty: 3442.023926
	Iteration 17Q: 3 clusters Score -2310499 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2310775.000000 Penalty: 3442.023926
	Iteration 18Q: 3 clusters Score -2310775 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2310964.250000 Penalty: 3442.023926
	Iteration 19Q: 3 clusters Score -2310964 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2311094.000000 Penalty: 3442.023926
	Iteration 20F: 3 clusters Score -2311094 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2311198.500000 Penalty: 3442.023926
	Iteration 21Q: 3 clusters Score -2311198 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2311279.000000 Penalty: 3442.023926
	Iteration 22Q: 3 clusters Score -2311279 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2311339.500000 Penalty: 3442.023926
	Iteration 23Q: 3 clusters Score -2311340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2311388.750000 Penalty: 3442.023926
	Iteration 24Q: 3 clusters Score -2311389 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2311417.750000 Penalty: 3442.023926
	Iteration 25Q: 3 clusters Score -2311418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2311438.500000 Penalty: 3442.023926
	Iteration 26Q: 3 clusters Score -2311438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2311463.500000 Penalty: 3442.023926
	Iteration 27Q: 3 clusters Score -2311464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2311480.000000 Penalty: 3442.023926
	Iteration 28Q: 3 clusters Score -2311480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2311496.000000 Penalty: 3442.023926
	Iteration 29Q: 3 clusters Score -2311496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2311504.500000 Penalty: 3442.023926
	Iteration 30Q: 3 clusters Score -2311504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2311515.000000 Penalty: 3442.023926
	Iteration 31Q: 3 clusters Score -2311515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2311523.750000 Penalty: 3442.023926
	Iteration 32Q: 3 clusters Score -2311524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2311535.750000 Penalty: 3442.023926
	Iteration 33Q: 3 clusters Score -2311536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2311546.250000 Penalty: 3442.023926
	Iteration 34Q: 3 clusters Score -2311546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2311561.000000 Penalty: 3442.023926
	Iteration 35Q: 3 clusters Score -2311561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2311566.750000 Penalty: 3442.023926
	Iteration 36Q: 3 clusters Score -2311567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2311568.250000 Penalty: 3442.023926
	Iteration 37Q: 3 clusters Score -2311568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2311573.500000 Penalty: 3442.023926
	Iteration 38Q: 3 clusters Score -2311574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2311572.000000 Penalty: 3442.023926
	Iteration 39Q: 3 clusters Score -2311572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2311574.250000 Penalty: 3442.023926
	Iteration 40F: 3 clusters Score -2311574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2311583.250000 Penalty: 3442.023926
	Iteration 41Q: 3 clusters Score -2311583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2311581.250000 Penalty: 3442.023926
	Iteration 42Q: 3 clusters Score -2311581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2311582.250000 Penalty: 3442.023926
	Iteration 43Q: 3 clusters Score -2311582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2311582.000000 Penalty: 3442.023926
	Iteration 44Q: 3 clusters Score -2311582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2311585.750000 Penalty: 3442.023926
	Iteration 45Q: 3 clusters Score -2311586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2311590.500000 Penalty: 3442.023926
	Iteration 46Q: 3 clusters Score -2311590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2311588.250000 Penalty: 3442.023926
	Iteration 47Q: 3 clusters Score -2311588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2311587.750000 Penalty: 3442.023926
	Iteration 48Q: 3 clusters Score -2311588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2311591.500000 Penalty: 3442.023926
	Iteration 49Q: 3 clusters Score -2311592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2311593.250000 Penalty: 3442.023926
	Iteration 50Q: 3 clusters Score -2311593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2311594.000000 Penalty: 3442.023926
	Iteration 51Q: 3 clusters Score -2311594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2311596.000000 Penalty: 3442.023926
	Iteration 52Q: 3 clusters Score -2311596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2311595.250000 Penalty: 3442.023926
	Iteration 53Q: 3 clusters Score -2311595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2311596.250000 Penalty: 3442.023926
	Iteration 54Q: 3 clusters Score -2311596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2311596.000000 Penalty: 3442.023926
	Iteration 55Q: 3 clusters Score -2311596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2311600.500000 Penalty: 3442.023926
	Iteration 56Q: 3 clusters Score -2311600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2311601.000000 Penalty: 3442.023926
	Iteration 57Q: 3 clusters Score -2311601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2311601.000000 Penalty: 3442.023926
	Iteration 58F: 3 clusters Score -2311601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Entering Unmasked Estep 
Score: -269602.062500 Penalty: 1380.196167
	Iteration 0F: 2 clusters Score -269602.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -265706.093750 Penalty: 2760.392334
	Iteration 0F: 3 clusters Score -265706.1 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -266844.656250 Penalty: 2760.392334
	Iteration 1F: 3 clusters Score -266844.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -267077.593750 Penalty: 2760.392334
	Iteration 2F: 3 clusters Score -267077.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -267258.031250 Penalty: 2760.392334
	Iteration 3F: 3 clusters Score -267258 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -267438.468750 Penalty: 2760.392334
	Iteration 4F: 3 clusters Score -267438.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -267606.437500 Penalty: 2760.392334
	Iteration 5F: 3 clusters Score -267606.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -267749.343750 Penalty: 2760.392334
	Iteration 6Q: 3 clusters Score -267749.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -267889.812500 Penalty: 2760.392334
	Iteration 7Q: 3 clusters Score -267889.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -268007.968750 Penalty: 2760.392334
	Iteration 8Q: 3 clusters Score -268008 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -268125.562500 Penalty: 2760.392334
	Iteration 9Q: 3 clusters Score -268125.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -268242.750000 Penalty: 2760.392334
	Iteration 10Q: 3 clusters Score -268242.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -268348.093750 Penalty: 2760.392334
	Iteration 11Q: 3 clusters Score -268348.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -268440.343750 Penalty: 2760.392334
	Iteration 12Q: 3 clusters Score -268440.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -268542.781250 Penalty: 2760.392334
	Iteration 13Q: 3 clusters Score -268542.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -268639.156250 Penalty: 2760.392334
	Iteration 14Q: 3 clusters Score -268639.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -268711.875000 Penalty: 2760.392334
	Iteration 15Q: 3 clusters Score -268711.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -268759.218750 Penalty: 2760.392334
	Iteration 16Q: 3 clusters Score -268759.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -268799.625000 Penalty: 2760.392334
	Iteration 17Q: 3 clusters Score -268799.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -268843.093750 Penalty: 2760.392334
	Iteration 18Q: 3 clusters Score -268843.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -268879.468750 Penalty: 2760.392334
	Iteration 19Q: 3 clusters Score -268879.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -268904.500000 Penalty: 2760.392334
	Iteration 20F: 3 clusters Score -268904.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -268928.781250 Penalty: 2760.392334
	Iteration 21Q: 3 clusters Score -268928.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -268942.812500 Penalty: 2760.392334
	Iteration 22Q: 3 clusters Score -268942.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -268956.312500 Penalty: 2760.392334
	Iteration 23Q: 3 clusters Score -268956.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -268964.187500 Penalty: 2760.392334
	Iteration 24Q: 3 clusters Score -268964.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -268971.093750 Penalty: 2760.392334
	Iteration 25Q: 3 clusters Score -268971.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -268975.750000 Penalty: 2760.392334
	Iteration 26Q: 3 clusters Score -268975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -268981.687500 Penalty: 2760.392334
	Iteration 27Q: 3 clusters Score -268981.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -268984.750000 Penalty: 2760.392334
	Iteration 28Q: 3 clusters Score -268984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -268984.500000 Penalty: 2760.392334
	Iteration 29Q: 3 clusters Score -268984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -268985.000000 Penalty: 2760.392334
	Iteration 30Q: 3 clusters Score -268985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -268985.000000 Penalty: 2760.392334
	Iteration 31F: 3 clusters Score -268985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Entering Unmasked Estep 
Score: -1901991.875000 Penalty: 1715.001953
	Iteration 0F: 2 clusters Score -1901992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -1876272.125000 Penalty: 3430.003906
	Iteration 0F: 3 clusters Score -1876272 nChanged 17922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1886721.750000 Penalty: 3430.003906
	Iteration 1F: 3 clusters Score -1886722 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -1887604.875000 Penalty: 3430.003906
	Iteration 2F: 3 clusters Score -1887605 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -1888685.250000 Penalty: 3430.003906
	Iteration 3F: 3 clusters Score -1888685 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -1889923.625000 Penalty: 3430.003906
	Iteration 4F: 3 clusters Score -1889924 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -1891239.125000 Penalty: 3430.003906
	Iteration 5F: 3 clusters Score -1891239 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -1892647.625000 Penalty: 3430.003906
	Iteration 6F: 3 clusters Score -1892648 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -1894102.000000 Penalty: 3430.003906
	Iteration 7F: 3 clusters Score -1894102 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -1895373.250000 Penalty: 3430.003906
	Iteration 8Q: 3 clusters Score -1895373 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -1896454.750000 Penalty: 3430.003906
	Iteration 9Q: 3 clusters Score -1896455 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -1897428.625000 Penalty: 3430.003906
	Iteration 10Q: 3 clusters Score -1897429 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -1898226.125000 Penalty: 3430.003906
	Iteration 11Q: 3 clusters Score -1898226 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -1898812.125000 Penalty: 3430.003906
	Iteration 12Q: 3 clusters Score -1898812 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -1899225.625000 Penalty: 3430.003906
	Iteration 13Q: 3 clusters Score -1899226 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -1899524.250000 Penalty: 3430.003906
	Iteration 14Q: 3 clusters Score -1899524 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -1899738.625000 Penalty: 3430.003906
	Iteration 15Q: 3 clusters Score -1899739 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -1899901.250000 Penalty: 3430.003906
	Iteration 16Q: 3 clusters Score -1899901 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -1900029.000000 Penalty: 3430.003906
	Iteration 17Q: 3 clusters Score -1900029 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -1900142.125000 Penalty: 3430.003906
	Iteration 18Q: 3 clusters Score -1900142 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -1900250.125000 Penalty: 3430.003906
	Iteration 19Q: 3 clusters Score -1900250 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -1900320.250000 Penalty: 3430.003906
	Iteration 20F: 3 clusters Score -1900320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -1900391.625000 Penalty: 3430.003906
	Iteration 21Q: 3 clusters Score -1900392 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -1900446.125000 Penalty: 3430.003906
	Iteration 22Q: 3 clusters Score -1900446 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -1900497.000000 Penalty: 3430.003906
	Iteration 23Q: 3 clusters Score -1900497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -1900533.875000 Penalty: 3430.003906
	Iteration 24Q: 3 clusters Score -1900534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -1900567.000000 Penalty: 3430.003906
	Iteration 25Q: 3 clusters Score -1900567 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -1900592.875000 Penalty: 3430.003906
	Iteration 26Q: 3 clusters Score -1900593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -1900618.875000 Penalty: 3430.003906
	Iteration 27Q: 3 clusters Score -1900619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -1900644.875000 Penalty: 3430.003906
	Iteration 28Q: 3 clusters Score -1900645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -1900656.250000 Penalty: 3430.003906
	Iteration 29Q: 3 clusters Score -1900656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -1900667.250000 Penalty: 3430.003906
	Iteration 30Q: 3 clusters Score -1900667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -1900675.000000 Penalty: 3430.003906
	Iteration 31Q: 3 clusters Score -1900675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -1900692.000000 Penalty: 3430.003906
	Iteration 32Q: 3 clusters Score -1900692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -1900708.250000 Penalty: 3430.003906
	Iteration 33Q: 3 clusters Score -1900708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -1900716.500000 Penalty: 3430.003906
	Iteration 34Q: 3 clusters Score -1900716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -1900723.125000 Penalty: 3430.003906
	Iteration 35Q: 3 clusters Score -1900723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -1900728.750000 Penalty: 3430.003906
	Iteration 36Q: 3 clusters Score -1900729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -1900731.750000 Penalty: 3430.003906
	Iteration 37Q: 3 clusters Score -1900732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -1900735.250000 Penalty: 3430.003906
	Iteration 38Q: 3 clusters Score -1900735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -1900737.500000 Penalty: 3430.003906
	Iteration 39Q: 3 clusters Score -1900738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -1900737.375000 Penalty: 3430.003906
	Iteration 40F: 3 clusters Score -1900737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -1900738.250000 Penalty: 3430.003906
	Iteration 41Q: 3 clusters Score -1900738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -1900740.500000 Penalty: 3430.003906
	Iteration 42Q: 3 clusters Score -1900740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -1900741.875000 Penalty: 3430.003906
	Iteration 43Q: 3 clusters Score -1900742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -1900740.750000 Penalty: 3430.003906
	Iteration 44Q: 3 clusters Score -1900741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -1900740.125000 Penalty: 3430.003906
	Iteration 45Q: 3 clusters Score -1900740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -1900740.875000 Penalty: 3430.003906
	Iteration 46Q: 3 clusters Score -1900741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -1900742.250000 Penalty: 3430.003906
	Iteration 47Q: 3 clusters Score -1900742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -1900742.250000 Penalty: 3430.003906
	Iteration 48F: 3 clusters Score -1900742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -82424.640625 Penalty: 1222.653564
	Iteration 0F: 2 clusters Score -82424.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -80447.617188 Penalty: 2445.307129
	Iteration 0F: 3 clusters Score -80447.62 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -80918.046875 Penalty: 2445.307129
	Iteration 1F: 3 clusters Score -80918.05 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -81095.804688 Penalty: 2445.307129
	Iteration 2F: 3 clusters Score -81095.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -81217.273438 Penalty: 2445.307129
	Iteration 3F: 3 clusters Score -81217.27 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -81296.765625 Penalty: 2445.307129
	Iteration 4Q: 3 clusters Score -81296.77 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -81366.296875 Penalty: 2445.307129
	Iteration 5Q: 3 clusters Score -81366.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -81405.789062 Penalty: 2445.307129
	Iteration 6Q: 3 clusters Score -81405.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -81423.718750 Penalty: 2445.307129
	Iteration 7Q: 3 clusters Score -81423.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -81440.695312 Penalty: 2445.307129
	Iteration 8Q: 3 clusters Score -81440.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -81457.640625 Penalty: 2445.307129
	Iteration 9Q: 3 clusters Score -81457.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -81470.976562 Penalty: 2445.307129
	Iteration 10Q: 3 clusters Score -81470.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -81483.335938 Penalty: 2445.307129
	Iteration 11Q: 3 clusters Score -81483.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -81495.164062 Penalty: 2445.307129
	Iteration 12Q: 3 clusters Score -81495.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -81501.945312 Penalty: 2445.307129
	Iteration 13Q: 3 clusters Score -81501.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -81512.875000 Penalty: 2445.307129
	Iteration 14Q: 3 clusters Score -81512.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81520.453125 Penalty: 2445.307129
	Iteration 15Q: 3 clusters Score -81520.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -81526.742188 Penalty: 2445.307129
	Iteration 16Q: 3 clusters Score -81526.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -81534.921875 Penalty: 2445.307129
	Iteration 17Q: 3 clusters Score -81534.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81541.046875 Penalty: 2445.307129
	Iteration 18Q: 3 clusters Score -81541.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -81545.703125 Penalty: 2445.307129
	Iteration 19Q: 3 clusters Score -81545.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -81549.890625 Penalty: 2445.307129
	Iteration 20F: 3 clusters Score -81549.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -81553.671875 Penalty: 2445.307129
	Iteration 21Q: 3 clusters Score -81553.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -81556.648438 Penalty: 2445.307129
	Iteration 22Q: 3 clusters Score -81556.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81559.937500 Penalty: 2445.307129
	Iteration 23Q: 3 clusters Score -81559.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81561.664062 Penalty: 2445.307129
	Iteration 24Q: 3 clusters Score -81561.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -81564.664062 Penalty: 2445.307129
	Iteration 25Q: 3 clusters Score -81564.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -81567.265625 Penalty: 2445.307129
	Iteration 26Q: 3 clusters Score -81567.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -81571.312500 Penalty: 2445.307129
	Iteration 27Q: 3 clusters Score -81571.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81574.921875 Penalty: 2445.307129
	Iteration 28Q: 3 clusters Score -81574.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81577.828125 Penalty: 2445.307129
	Iteration 29Q: 3 clusters Score -81577.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -81581.460938 Penalty: 2445.307129
	Iteration 30Q: 3 clusters Score -81581.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -81585.218750 Penalty: 2445.307129
	Iteration 31Q: 3 clusters Score -81585.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -81588.859375 Penalty: 2445.307129
	Iteration 32Q: 3 clusters Score -81588.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81594.437500 Penalty: 2445.307129
	Iteration 33Q: 3 clusters Score -81594.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81597.835938 Penalty: 2445.307129
	Iteration 34Q: 3 clusters Score -81597.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81600.296875 Penalty: 2445.307129
	Iteration 35Q: 3 clusters Score -81600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -81601.625000 Penalty: 2445.307129
	Iteration 36Q: 3 clusters Score -81601.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81602.765625 Penalty: 2445.307129
	Iteration 37Q: 3 clusters Score -81602.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81603.156250 Penalty: 2445.307129
	Iteration 38Q: 3 clusters Score -81603.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81603.718750 Penalty: 2445.307129
	Iteration 39Q: 3 clusters Score -81603.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81604.734375 Penalty: 2445.307129
	Iteration 40F: 3 clusters Score -81604.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81604.828125 Penalty: 2445.307129
	Iteration 41Q: 3 clusters Score -81604.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81604.976562 Penalty: 2445.307129
	Iteration 42Q: 3 clusters Score -81604.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81605.492188 Penalty: 2445.307129
	Iteration 43Q: 3 clusters Score -81605.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81605.906250 Penalty: 2445.307129
	Iteration 44Q: 3 clusters Score -81605.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81606.218750 Penalty: 2445.307129
	Iteration 45Q: 3 clusters Score -81606.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81606.343750 Penalty: 2445.307129
	Iteration 46Q: 3 clusters Score -81606.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81606.343750 Penalty: 2445.307129
	Iteration 47F: 3 clusters Score -81606.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -446760.156250 Penalty: 1456.575928
	Iteration 0F: 2 clusters Score -446760.2 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 3879 members 
Entering Unmasked Estep 
Score: -440978.968750 Penalty: 2913.151855
	Iteration 0F: 3 clusters Score -440979 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -442621.968750 Penalty: 2913.151855
	Iteration 1F: 3 clusters Score -442622 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -442804.968750 Penalty: 2913.151855
	Iteration 2F: 3 clusters Score -442805 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -442946.187500 Penalty: 2913.151855
	Iteration 3Q: 3 clusters Score -442946.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -443076.781250 Penalty: 2913.151855
	Iteration 4Q: 3 clusters Score -443076.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -443213.812500 Penalty: 2913.151855
	Iteration 5Q: 3 clusters Score -443213.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -443365.437500 Penalty: 2913.151855
	Iteration 6Q: 3 clusters Score -443365.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -443527.000000 Penalty: 2913.151855
	Iteration 7Q: 3 clusters Score -443527 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -443715.000000 Penalty: 2913.151855
	Iteration 8Q: 3 clusters Score -443715 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -443937.125000 Penalty: 2913.151855
	Iteration 9Q: 3 clusters Score -443937.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -444177.062500 Penalty: 2913.151855
	Iteration 10Q: 3 clusters Score -444177.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -444426.312500 Penalty: 2913.151855
	Iteration 11Q: 3 clusters Score -444426.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -444657.781250 Penalty: 2913.151855
	Iteration 12Q: 3 clusters Score -444657.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -444835.781250 Penalty: 2913.151855
	Iteration 13Q: 3 clusters Score -444835.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -445000.343750 Penalty: 2913.151855
	Iteration 14Q: 3 clusters Score -445000.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -445142.093750 Penalty: 2913.151855
	Iteration 15Q: 3 clusters Score -445142.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -445230.718750 Penalty: 2913.151855
	Iteration 16Q: 3 clusters Score -445230.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -445295.812500 Penalty: 2913.151855
	Iteration 17Q: 3 clusters Score -445295.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -445350.531250 Penalty: 2913.151855
	Iteration 18Q: 3 clusters Score -445350.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -445393.375000 Penalty: 2913.151855
	Iteration 19Q: 3 clusters Score -445393.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -445427.093750 Penalty: 2913.151855
	Iteration 20F: 3 clusters Score -445427.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -445445.656250 Penalty: 2913.151855
	Iteration 21Q: 3 clusters Score -445445.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -445467.906250 Penalty: 2913.151855
	Iteration 22Q: 3 clusters Score -445467.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -445482.875000 Penalty: 2913.151855
	Iteration 23Q: 3 clusters Score -445482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -445490.156250 Penalty: 2913.151855
	Iteration 24Q: 3 clusters Score -445490.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -445501.968750 Penalty: 2913.151855
	Iteration 25Q: 3 clusters Score -445502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -445510.468750 Penalty: 2913.151855
	Iteration 26Q: 3 clusters Score -445510.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -445516.718750 Penalty: 2913.151855
	Iteration 27Q: 3 clusters Score -445516.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -445517.218750 Penalty: 2913.151855
	Iteration 28Q: 3 clusters Score -445517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -445517.375000 Penalty: 2913.151855
	Iteration 29Q: 3 clusters Score -445517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -445518.937500 Penalty: 2913.151855
	Iteration 30Q: 3 clusters Score -445518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -445520.812500 Penalty: 2913.151855
	Iteration 31Q: 3 clusters Score -445520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -445520.843750 Penalty: 2913.151855
	Iteration 32Q: 3 clusters Score -445520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -445521.343750 Penalty: 2913.151855
	Iteration 33Q: 3 clusters Score -445521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -445524.625000 Penalty: 2913.151855
	Iteration 34Q: 3 clusters Score -445524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -445525.468750 Penalty: 2913.151855
	Iteration 35Q: 3 clusters Score -445525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -445525.468750 Penalty: 2913.151855
	Iteration 36F: 3 clusters Score -445525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Entering Unmasked Estep 
Score: -172137.078125 Penalty: 1338.976929
	Iteration 0F: 2 clusters Score -172137.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -169022.406250 Penalty: 2677.953857
	Iteration 0F: 3 clusters Score -169022.4 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -170285.375000 Penalty: 2677.953857
	Iteration 1F: 3 clusters Score -170285.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -170807.500000 Penalty: 2677.953857
	Iteration 2F: 3 clusters Score -170807.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -171197.531250 Penalty: 2677.953857
	Iteration 3F: 3 clusters Score -171197.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -171404.656250 Penalty: 2677.953857
	Iteration 4F: 3 clusters Score -171404.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -171537.468750 Penalty: 2677.953857
	Iteration 5Q: 3 clusters Score -171537.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -171622.781250 Penalty: 2677.953857
	Iteration 6Q: 3 clusters Score -171622.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -171689.078125 Penalty: 2677.953857
	Iteration 7Q: 3 clusters Score -171689.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -171726.250000 Penalty: 2677.953857
	Iteration 8Q: 3 clusters Score -171726.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -171745.078125 Penalty: 2677.953857
	Iteration 9Q: 3 clusters Score -171745.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -171760.062500 Penalty: 2677.953857
	Iteration 10Q: 3 clusters Score -171760.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -171773.359375 Penalty: 2677.953857
	Iteration 11Q: 3 clusters Score -171773.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -171779.703125 Penalty: 2677.953857
	Iteration 12Q: 3 clusters Score -171779.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -171785.437500 Penalty: 2677.953857
	Iteration 13Q: 3 clusters Score -171785.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -171790.765625 Penalty: 2677.953857
	Iteration 14Q: 3 clusters Score -171790.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -171797.296875 Penalty: 2677.953857
	Iteration 15Q: 3 clusters Score -171797.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -171804.250000 Penalty: 2677.953857
	Iteration 16Q: 3 clusters Score -171804.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -171809.578125 Penalty: 2677.953857
	Iteration 17Q: 3 clusters Score -171809.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -171812.312500 Penalty: 2677.953857
	Iteration 18Q: 3 clusters Score -171812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -171814.984375 Penalty: 2677.953857
	Iteration 19Q: 3 clusters Score -171815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -171817.125000 Penalty: 2677.953857
	Iteration 20F: 3 clusters Score -171817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -171818.750000 Penalty: 2677.953857
	Iteration 21Q: 3 clusters Score -171818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -171822.125000 Penalty: 2677.953857
	Iteration 22Q: 3 clusters Score -171822.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -171825.625000 Penalty: 2677.953857
	Iteration 23Q: 3 clusters Score -171825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -171828.203125 Penalty: 2677.953857
	Iteration 24Q: 3 clusters Score -171828.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -171830.906250 Penalty: 2677.953857
	Iteration 25Q: 3 clusters Score -171830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -171833.562500 Penalty: 2677.953857
	Iteration 26Q: 3 clusters Score -171833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -171835.718750 Penalty: 2677.953857
	Iteration 27Q: 3 clusters Score -171835.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -171840.296875 Penalty: 2677.953857
	Iteration 28Q: 3 clusters Score -171840.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -171844.734375 Penalty: 2677.953857
	Iteration 29Q: 3 clusters Score -171844.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -171848.812500 Penalty: 2677.953857
	Iteration 30Q: 3 clusters Score -171848.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -171853.750000 Penalty: 2677.953857
	Iteration 31Q: 3 clusters Score -171853.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -171856.859375 Penalty: 2677.953857
	Iteration 32Q: 3 clusters Score -171856.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -171859.015625 Penalty: 2677.953857
	Iteration 33Q: 3 clusters Score -171859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -171861.390625 Penalty: 2677.953857
	Iteration 34Q: 3 clusters Score -171861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -171862.578125 Penalty: 2677.953857
	Iteration 35Q: 3 clusters Score -171862.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -171863.546875 Penalty: 2677.953857
	Iteration 36Q: 3 clusters Score -171863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -171866.312500 Penalty: 2677.953857
	Iteration 37Q: 3 clusters Score -171866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -171868.906250 Penalty: 2677.953857
	Iteration 38Q: 3 clusters Score -171868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -171870.640625 Penalty: 2677.953857
	Iteration 39Q: 3 clusters Score -171870.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -171872.703125 Penalty: 2677.953857
	Iteration 40F: 3 clusters Score -171872.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -171874.093750 Penalty: 2677.953857
	Iteration 41Q: 3 clusters Score -171874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -171875.406250 Penalty: 2677.953857
	Iteration 42Q: 3 clusters Score -171875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -171875.578125 Penalty: 2677.953857
	Iteration 43Q: 3 clusters Score -171875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -171876.109375 Penalty: 2677.953857
	Iteration 44Q: 3 clusters Score -171876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -171876.750000 Penalty: 2677.953857
	Iteration 45Q: 3 clusters Score -171876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -171876.859375 Penalty: 2677.953857
	Iteration 46Q: 3 clusters Score -171876.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -171876.859375 Penalty: 2677.953857
	Iteration 47F: 3 clusters Score -171876.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -108779.960938 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -108780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -106637.476562 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -106637.5 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -107129.429688 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -107129.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -107340.656250 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -107340.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -107520.734375 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -107520.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -107642.968750 Penalty: 2478.001221
	Iteration 4F: 3 clusters Score -107643 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -107735.117188 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -107735.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -107812.929688 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -107812.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -107873.421875 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -107873.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -107924.890625 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -107924.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -107958.148438 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -107958.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -107981.664062 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -107981.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -108002.460938 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -108002.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -108024.492188 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -108024.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -108042.234375 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -108042.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -108055.945312 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -108055.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -108072.507812 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -108072.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -108086.281250 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -108086.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -108100.695312 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -108100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -108115.593750 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -108115.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -108133.265625 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -108133.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -108142.671875 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -108142.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -108149.414062 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -108149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -108156.328125 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -108156.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -108164.843750 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -108164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -108172.632812 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -108172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -108173.992188 Penalty: 2478.001221
	Iteration 25Q: 3 clusters Score -108174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -108174.664062 Penalty: 2478.001221
	Iteration 26Q: 3 clusters Score -108174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -108174.796875 Penalty: 2478.001221
	Iteration 27Q: 3 clusters Score -108174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -108174.796875 Penalty: 2478.001221
	Iteration 28F: 3 clusters Score -108174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -237501.453125 Penalty: 1351.239868
	Iteration 0F: 2 clusters Score -237501.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -234135.921875 Penalty: 2702.479736
	Iteration 0F: 3 clusters Score -234135.9 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -235008.546875 Penalty: 2702.479736
	Iteration 1F: 3 clusters Score -235008.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -235198.546875 Penalty: 2702.479736
	Iteration 2F: 3 clusters Score -235198.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -235328.500000 Penalty: 2702.479736
	Iteration 3F: 3 clusters Score -235328.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -235455.828125 Penalty: 2702.479736
	Iteration 4Q: 3 clusters Score -235455.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -235600.609375 Penalty: 2702.479736
	Iteration 5Q: 3 clusters Score -235600.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -235786.218750 Penalty: 2702.479736
	Iteration 6Q: 3 clusters Score -235786.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -235985.484375 Penalty: 2702.479736
	Iteration 7Q: 3 clusters Score -235985.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -236142.515625 Penalty: 2702.479736
	Iteration 8Q: 3 clusters Score -236142.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -236241.421875 Penalty: 2702.479736
	Iteration 9Q: 3 clusters Score -236241.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -236312.984375 Penalty: 2702.479736
	Iteration 10Q: 3 clusters Score -236313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -236367.921875 Penalty: 2702.479736
	Iteration 11Q: 3 clusters Score -236367.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -236401.109375 Penalty: 2702.479736
	Iteration 12Q: 3 clusters Score -236401.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -236423.359375 Penalty: 2702.479736
	Iteration 13Q: 3 clusters Score -236423.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -236437.984375 Penalty: 2702.479736
	Iteration 14Q: 3 clusters Score -236438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -236449.468750 Penalty: 2702.479736
	Iteration 15Q: 3 clusters Score -236449.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -236457.031250 Penalty: 2702.479736
	Iteration 16Q: 3 clusters Score -236457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -236465.375000 Penalty: 2702.479736
	Iteration 17Q: 3 clusters Score -236465.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -236475.796875 Penalty: 2702.479736
	Iteration 18Q: 3 clusters Score -236475.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -236485.750000 Penalty: 2702.479736
	Iteration 19Q: 3 clusters Score -236485.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -236496.484375 Penalty: 2702.479736
	Iteration 20F: 3 clusters Score -236496.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -236507.531250 Penalty: 2702.479736
	Iteration 21Q: 3 clusters Score -236507.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -236519.515625 Penalty: 2702.479736
	Iteration 22Q: 3 clusters Score -236519.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -236536.046875 Penalty: 2702.479736
	Iteration 23Q: 3 clusters Score -236536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -236549.265625 Penalty: 2702.479736
	Iteration 24Q: 3 clusters Score -236549.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -236562.968750 Penalty: 2702.479736
	Iteration 25Q: 3 clusters Score -236563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -236573.234375 Penalty: 2702.479736
	Iteration 26Q: 3 clusters Score -236573.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -236582.484375 Penalty: 2702.479736
	Iteration 27Q: 3 clusters Score -236582.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -236590.921875 Penalty: 2702.479736
	Iteration 28Q: 3 clusters Score -236590.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -236596.640625 Penalty: 2702.479736
	Iteration 29Q: 3 clusters Score -236596.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -236601.437500 Penalty: 2702.479736
	Iteration 30Q: 3 clusters Score -236601.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -236605.968750 Penalty: 2702.479736
	Iteration 31Q: 3 clusters Score -236606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -236609.781250 Penalty: 2702.479736
	Iteration 32Q: 3 clusters Score -236609.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -236614.328125 Penalty: 2702.479736
	Iteration 33Q: 3 clusters Score -236614.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -236615.765625 Penalty: 2702.479736
	Iteration 34Q: 3 clusters Score -236615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -236617.781250 Penalty: 2702.479736
	Iteration 35Q: 3 clusters Score -236617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -236620.859375 Penalty: 2702.479736
	Iteration 36Q: 3 clusters Score -236620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -236622.578125 Penalty: 2702.479736
	Iteration 37Q: 3 clusters Score -236622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -236626.171875 Penalty: 2702.479736
	Iteration 38Q: 3 clusters Score -236626.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -236629.734375 Penalty: 2702.479736
	Iteration 39Q: 3 clusters Score -236629.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -236632.640625 Penalty: 2702.479736
	Iteration 40F: 3 clusters Score -236632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -236635.640625 Penalty: 2702.479736
	Iteration 41Q: 3 clusters Score -236635.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -236638.671875 Penalty: 2702.479736
	Iteration 42Q: 3 clusters Score -236638.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -236641.093750 Penalty: 2702.479736
	Iteration 43Q: 3 clusters Score -236641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -236642.250000 Penalty: 2702.479736
	Iteration 44Q: 3 clusters Score -236642.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -236645.187500 Penalty: 2702.479736
	Iteration 45Q: 3 clusters Score -236645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -236646.828125 Penalty: 2702.479736
	Iteration 46Q: 3 clusters Score -236646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -236649.062500 Penalty: 2702.479736
	Iteration 47Q: 3 clusters Score -236649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -236649.890625 Penalty: 2702.479736
	Iteration 48Q: 3 clusters Score -236649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -236650.390625 Penalty: 2702.479736
	Iteration 49Q: 3 clusters Score -236650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -236651.187500 Penalty: 2702.479736
	Iteration 50Q: 3 clusters Score -236651.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -236653.171875 Penalty: 2702.479736
	Iteration 51Q: 3 clusters Score -236653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -236653.609375 Penalty: 2702.479736
	Iteration 52Q: 3 clusters Score -236653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -236653.609375 Penalty: 2702.479736
	Iteration 53F: 3 clusters Score -236653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -170094.312500 Penalty: 1305.100098
	Iteration 0F: 2 clusters Score -170094.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -167320.703125 Penalty: 2610.200195
	Iteration 0F: 3 clusters Score -167320.7 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -168032.359375 Penalty: 2610.200195
	Iteration 1F: 3 clusters Score -168032.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -168273.609375 Penalty: 2610.200195
	Iteration 2F: 3 clusters Score -168273.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -168511.234375 Penalty: 2610.200195
	Iteration 3F: 3 clusters Score -168511.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -168743.937500 Penalty: 2610.200195
	Iteration 4F: 3 clusters Score -168743.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -168935.000000 Penalty: 2610.200195
	Iteration 5F: 3 clusters Score -168935 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -169140.421875 Penalty: 2610.200195
	Iteration 6F: 3 clusters Score -169140.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -169295.187500 Penalty: 2610.200195
	Iteration 7F: 3 clusters Score -169295.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -169372.828125 Penalty: 2610.200195
	Iteration 8Q: 3 clusters Score -169372.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -169426.562500 Penalty: 2610.200195
	Iteration 9Q: 3 clusters Score -169426.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -169473.718750 Penalty: 2610.200195
	Iteration 10Q: 3 clusters Score -169473.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -169499.671875 Penalty: 2610.200195
	Iteration 11Q: 3 clusters Score -169499.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -169517.906250 Penalty: 2610.200195
	Iteration 12Q: 3 clusters Score -169517.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -169525.562500 Penalty: 2610.200195
	Iteration 13Q: 3 clusters Score -169525.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -169530.625000 Penalty: 2610.200195
	Iteration 14Q: 3 clusters Score -169530.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -169534.718750 Penalty: 2610.200195
	Iteration 15Q: 3 clusters Score -169534.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -169540.000000 Penalty: 2610.200195
	Iteration 16Q: 3 clusters Score -169540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -169545.562500 Penalty: 2610.200195
	Iteration 17Q: 3 clusters Score -169545.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -169556.390625 Penalty: 2610.200195
	Iteration 18Q: 3 clusters Score -169556.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -169563.562500 Penalty: 2610.200195
	Iteration 19Q: 3 clusters Score -169563.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -169565.718750 Penalty: 2610.200195
	Iteration 20F: 3 clusters Score -169565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -169566.593750 Penalty: 2610.200195
	Iteration 21Q: 3 clusters Score -169566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -169566.906250 Penalty: 2610.200195
	Iteration 22Q: 3 clusters Score -169566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -169567.062500 Penalty: 2610.200195
	Iteration 23Q: 3 clusters Score -169567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -169567.968750 Penalty: 2610.200195
	Iteration 24Q: 3 clusters Score -169568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -169568.390625 Penalty: 2610.200195
	Iteration 25Q: 3 clusters Score -169568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -169568.640625 Penalty: 2610.200195
	Iteration 26Q: 3 clusters Score -169568.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -169568.640625 Penalty: 2610.200195
	Iteration 27F: 3 clusters Score -169568.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -178416.203125 Penalty: 1340.937744
	Iteration 0F: 2 clusters Score -178416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -175228.906250 Penalty: 2681.875488
	Iteration 0F: 3 clusters Score -175228.9 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -176273.375000 Penalty: 2681.875488
	Iteration 1F: 3 clusters Score -176273.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -176752.328125 Penalty: 2681.875488
	Iteration 2F: 3 clusters Score -176752.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -177302.531250 Penalty: 2681.875488
	Iteration 3F: 3 clusters Score -177302.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -177867.921875 Penalty: 2681.875488
	Iteration 4F: 3 clusters Score -177867.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -178367.218750 Penalty: 2681.875488
	Iteration 5F: 3 clusters Score -178367.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -178762.437500 Penalty: 2681.875488
	Iteration 6F: 3 clusters Score -178762.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -179139.937500 Penalty: 2681.875488
	Iteration 7F: 3 clusters Score -179139.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -179415.718750 Penalty: 2681.875488
	Iteration 8Q: 3 clusters Score -179415.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -179571.296875 Penalty: 2681.875488
	Iteration 9Q: 3 clusters Score -179571.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -179664.218750 Penalty: 2681.875488
	Iteration 10Q: 3 clusters Score -179664.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -179742.437500 Penalty: 2681.875488
	Iteration 11Q: 3 clusters Score -179742.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -179821.656250 Penalty: 2681.875488
	Iteration 12Q: 3 clusters Score -179821.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -179871.500000 Penalty: 2681.875488
	Iteration 13Q: 3 clusters Score -179871.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -179906.671875 Penalty: 2681.875488
	Iteration 14Q: 3 clusters Score -179906.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -179927.328125 Penalty: 2681.875488
	Iteration 15Q: 3 clusters Score -179927.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -179943.703125 Penalty: 2681.875488
	Iteration 16Q: 3 clusters Score -179943.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -179949.359375 Penalty: 2681.875488
	Iteration 17Q: 3 clusters Score -179949.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -179955.625000 Penalty: 2681.875488
	Iteration 18Q: 3 clusters Score -179955.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -179960.109375 Penalty: 2681.875488
	Iteration 19Q: 3 clusters Score -179960.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -179963.734375 Penalty: 2681.875488
	Iteration 20F: 3 clusters Score -179963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -179969.218750 Penalty: 2681.875488
	Iteration 21Q: 3 clusters Score -179969.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -179975.031250 Penalty: 2681.875488
	Iteration 22Q: 3 clusters Score -179975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -179977.187500 Penalty: 2681.875488
	Iteration 23Q: 3 clusters Score -179977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -179978.578125 Penalty: 2681.875488
	Iteration 24Q: 3 clusters Score -179978.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -179978.640625 Penalty: 2681.875488
	Iteration 25Q: 3 clusters Score -179978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -179979.578125 Penalty: 2681.875488
	Iteration 26Q: 3 clusters Score -179979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -179979.875000 Penalty: 2681.875488
	Iteration 27Q: 3 clusters Score -179979.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -179979.875000 Penalty: 2681.875488
	Iteration 28F: 3 clusters Score -179979.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 25528 members 
Mstep: Class 3 contains 99320 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 11713 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 18301 members 
Mstep: Class 13 contains 11355 members 
Mstep: Class 14 contains 39395 members 
Mstep: Class 15 contains 251293 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 39769 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 38325 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 7813 members 
Mstep: Class 23 contains 3789 members 
Mstep: Class 24 contains 2048 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2712 members 
Mstep: Class 28 contains 5315 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 1123 members 
Entering Unmasked Estep 
Score: -34126148.000000 Penalty: 65047.898438
Splitting cluster 27 changes total score from -34123680.000000 to -34126148.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (5315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Entering Unmasked Estep 
Score: -302368.718750 Penalty: 1393.971802
	Iteration 0F: 2 clusters Score -302368.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -298190.656250 Penalty: 2787.943604
	Iteration 0F: 3 clusters Score -298190.7 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -299361.062500 Penalty: 2787.943604
	Iteration 1F: 3 clusters Score -299361.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -299533.437500 Penalty: 2787.943604
	Iteration 2F: 3 clusters Score -299533.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -299670.093750 Penalty: 2787.943604
	Iteration 3F: 3 clusters Score -299670.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -299772.968750 Penalty: 2787.943604
	Iteration 4Q: 3 clusters Score -299773 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -299851.687500 Penalty: 2787.943604
	Iteration 5Q: 3 clusters Score -299851.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -299933.000000 Penalty: 2787.943604
	Iteration 6Q: 3 clusters Score -299933 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -300024.781250 Penalty: 2787.943604
	Iteration 7Q: 3 clusters Score -300024.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -300124.843750 Penalty: 2787.943604
	Iteration 8Q: 3 clusters Score -300124.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -300224.843750 Penalty: 2787.943604
	Iteration 9Q: 3 clusters Score -300224.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -300329.812500 Penalty: 2787.943604
	Iteration 10Q: 3 clusters Score -300329.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -300438.437500 Penalty: 2787.943604
	Iteration 11Q: 3 clusters Score -300438.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -300558.375000 Penalty: 2787.943604
	Iteration 12Q: 3 clusters Score -300558.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -300685.468750 Penalty: 2787.943604
	Iteration 13Q: 3 clusters Score -300685.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -300793.156250 Penalty: 2787.943604
	Iteration 14Q: 3 clusters Score -300793.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -300903.218750 Penalty: 2787.943604
	Iteration 15Q: 3 clusters Score -300903.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -300985.843750 Penalty: 2787.943604
	Iteration 16Q: 3 clusters Score -300985.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -301042.062500 Penalty: 2787.943604
	Iteration 17Q: 3 clusters Score -301042.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -301081.375000 Penalty: 2787.943604
	Iteration 18Q: 3 clusters Score -301081.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -301110.500000 Penalty: 2787.943604
	Iteration 19Q: 3 clusters Score -301110.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -301136.468750 Penalty: 2787.943604
	Iteration 20F: 3 clusters Score -301136.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -301153.750000 Penalty: 2787.943604
	Iteration 21Q: 3 clusters Score -301153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -301164.656250 Penalty: 2787.943604
	Iteration 22Q: 3 clusters Score -301164.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -301179.468750 Penalty: 2787.943604
	Iteration 23Q: 3 clusters Score -301179.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -301192.812500 Penalty: 2787.943604
	Iteration 24Q: 3 clusters Score -301192.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -301196.687500 Penalty: 2787.943604
	Iteration 25Q: 3 clusters Score -301196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -301202.406250 Penalty: 2787.943604
	Iteration 26Q: 3 clusters Score -301202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -301206.593750 Penalty: 2787.943604
	Iteration 27Q: 3 clusters Score -301206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -301209.687500 Penalty: 2787.943604
	Iteration 28Q: 3 clusters Score -301209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -301211.437500 Penalty: 2787.943604
	Iteration 29Q: 3 clusters Score -301211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -301214.875000 Penalty: 2787.943604
	Iteration 30Q: 3 clusters Score -301214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -301215.625000 Penalty: 2787.943604
	Iteration 31Q: 3 clusters Score -301215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -301218.750000 Penalty: 2787.943604
	Iteration 32Q: 3 clusters Score -301218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -301220.968750 Penalty: 2787.943604
	Iteration 33Q: 3 clusters Score -301221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -301220.968750 Penalty: 2787.943604
	Iteration 34F: 3 clusters Score -301221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -169070.703125 Penalty: 1309.014771
	Iteration 0F: 2 clusters Score -169070.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -166245.156250 Penalty: 2618.029541
	Iteration 0F: 3 clusters Score -166245.2 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -166934.578125 Penalty: 2618.029541
	Iteration 1F: 3 clusters Score -166934.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -167127.500000 Penalty: 2618.029541
	Iteration 2F: 3 clusters Score -167127.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -167309.515625 Penalty: 2618.029541
	Iteration 3F: 3 clusters Score -167309.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -167460.343750 Penalty: 2618.029541
	Iteration 4F: 3 clusters Score -167460.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -167569.562500 Penalty: 2618.029541
	Iteration 5Q: 3 clusters Score -167569.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -167666.046875 Penalty: 2618.029541
	Iteration 6Q: 3 clusters Score -167666 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -167771.921875 Penalty: 2618.029541
	Iteration 7Q: 3 clusters Score -167771.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -167841.312500 Penalty: 2618.029541
	Iteration 8Q: 3 clusters Score -167841.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -167892.515625 Penalty: 2618.029541
	Iteration 9Q: 3 clusters Score -167892.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -167918.375000 Penalty: 2618.029541
	Iteration 10Q: 3 clusters Score -167918.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -167945.125000 Penalty: 2618.029541
	Iteration 11Q: 3 clusters Score -167945.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -167968.421875 Penalty: 2618.029541
	Iteration 12Q: 3 clusters Score -167968.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -167988.125000 Penalty: 2618.029541
	Iteration 13Q: 3 clusters Score -167988.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -168009.750000 Penalty: 2618.029541
	Iteration 14Q: 3 clusters Score -168009.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -168028.562500 Penalty: 2618.029541
	Iteration 15Q: 3 clusters Score -168028.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168044.000000 Penalty: 2618.029541
	Iteration 16Q: 3 clusters Score -168044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -168053.171875 Penalty: 2618.029541
	Iteration 17Q: 3 clusters Score -168053.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -168065.921875 Penalty: 2618.029541
	Iteration 18Q: 3 clusters Score -168065.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -168073.750000 Penalty: 2618.029541
	Iteration 19Q: 3 clusters Score -168073.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -168079.203125 Penalty: 2618.029541
	Iteration 20F: 3 clusters Score -168079.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -168083.437500 Penalty: 2618.029541
	Iteration 21Q: 3 clusters Score -168083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -168087.218750 Penalty: 2618.029541
	Iteration 22Q: 3 clusters Score -168087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -168092.906250 Penalty: 2618.029541
	Iteration 23Q: 3 clusters Score -168092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -168095.468750 Penalty: 2618.029541
	Iteration 24Q: 3 clusters Score -168095.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -168098.156250 Penalty: 2618.029541
	Iteration 25Q: 3 clusters Score -168098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -168100.359375 Penalty: 2618.029541
	Iteration 26Q: 3 clusters Score -168100.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -168101.265625 Penalty: 2618.029541
	Iteration 27Q: 3 clusters Score -168101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -168104.812500 Penalty: 2618.029541
	Iteration 28Q: 3 clusters Score -168104.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -168112.265625 Penalty: 2618.029541
	Iteration 29Q: 3 clusters Score -168112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -168122.015625 Penalty: 2618.029541
	Iteration 30Q: 3 clusters Score -168122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -168136.703125 Penalty: 2618.029541
	Iteration 31Q: 3 clusters Score -168136.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -168152.921875 Penalty: 2618.029541
	Iteration 32Q: 3 clusters Score -168152.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -168165.390625 Penalty: 2618.029541
	Iteration 33Q: 3 clusters Score -168165.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -168178.734375 Penalty: 2618.029541
	Iteration 34Q: 3 clusters Score -168178.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -168189.328125 Penalty: 2618.029541
	Iteration 35Q: 3 clusters Score -168189.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -168192.906250 Penalty: 2618.029541
	Iteration 36Q: 3 clusters Score -168192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -168193.578125 Penalty: 2618.029541
	Iteration 37Q: 3 clusters Score -168193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -168194.078125 Penalty: 2618.029541
	Iteration 38Q: 3 clusters Score -168194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -168194.078125 Penalty: 2618.029541
	Iteration 39F: 3 clusters Score -168194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 25528 members 
Mstep: Class 3 contains 99320 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 11713 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 18301 members 
Mstep: Class 13 contains 11355 members 
Mstep: Class 14 contains 39395 members 
Mstep: Class 15 contains 251293 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 39769 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 38325 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 7813 members 
Mstep: Class 23 contains 3789 members 
Mstep: Class 24 contains 2048 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2712 members 
Mstep: Class 28 contains 5315 members 
Mstep: Class 29 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34126740.000000 Penalty: 65047.898438
Iteration 79Q: 31 clusters Score -3.412674e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 99102 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 9123 members 
Mstep: Class 6 contains 11723 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 8 contains 2718 members 
Mstep: Class 9 contains 4863 members 
Mstep: Class 10 contains 6705 members 
Mstep: Class 11 contains 1039 members 
Mstep: Class 12 contains 18319 members 
Mstep: Class 13 contains 11333 members 
Mstep: Class 14 contains 39427 members 
Mstep: Class 15 contains 251274 members 
Mstep: Class 16 contains 2915 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 39754 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 38422 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 7859 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 2116 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 2792 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 3145 members 
Mstep: Class 30 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34127492.000000 Penalty: 65047.898438
Iteration 80F: 31 clusters Score -3.412749e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 25509 members 
Mstep: Class 3 contains 98920 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 9112 members 
Mstep: Class 6 contains 11734 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 4890 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 1052 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 11295 members 
Mstep: Class 14 contains 39451 members 
Mstep: Class 15 contains 251248 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 39689 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 38462 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 7757 members 
Mstep: Class 23 contains 3746 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3087 members 
Mstep: Class 27 contains 2820 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 3138 members 
Mstep: Class 30 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128120.000000 Penalty: 65047.898438
Iteration 81Q: 31 clusters Score -3.412812e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 25481 members 
Mstep: Class 3 contains 98708 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 9110 members 
Mstep: Class 6 contains 11738 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 7041 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 12 contains 18303 members 
Mstep: Class 13 contains 11252 members 
Mstep: Class 14 contains 39493 members 
Mstep: Class 15 contains 251235 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 6418 members 
Mstep: Class 18 contains 39610 members 
Mstep: Class 19 contains 4890 members 
Mstep: Class 20 contains 38529 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 7705 members 
Mstep: Class 23 contains 3721 members 
Mstep: Class 24 contains 2195 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 3093 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 3136 members 
Mstep: Class 30 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128448.000000 Penalty: 65047.898438
Iteration 82Q: 31 clusters Score -3.412845e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 25461 members 
Mstep: Class 3 contains 98508 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 9103 members 
Mstep: Class 6 contains 11745 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 4922 members 
Mstep: Class 10 contains 7089 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 18299 members 
Mstep: Class 13 contains 11237 members 
Mstep: Class 14 contains 39531 members 
Mstep: Class 15 contains 251215 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 6509 members 
Mstep: Class 18 contains 39543 members 
Mstep: Class 19 contains 4891 members 
Mstep: Class 20 contains 38600 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 7673 members 
Mstep: Class 23 contains 3721 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 4085 members 
Mstep: Class 26 contains 3100 members 
Mstep: Class 27 contains 2849 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128476.000000 Penalty: 65047.898438
Iteration 83Q: 31 clusters Score -3.412848e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 25472 members 
Mstep: Class 3 contains 98326 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 9089 members 
Mstep: Class 6 contains 11753 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 7135 members 
Mstep: Class 11 contains 1083 members 
Mstep: Class 12 contains 18289 members 
Mstep: Class 13 contains 11224 members 
Mstep: Class 14 contains 39557 members 
Mstep: Class 15 contains 251204 members 
Mstep: Class 16 contains 2806 members 
Mstep: Class 17 contains 6575 members 
Mstep: Class 18 contains 39483 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 38687 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 7651 members 
Mstep: Class 23 contains 3724 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 4084 members 
Mstep: Class 26 contains 3104 members 
Mstep: Class 27 contains 2869 members 
Mstep: Class 28 contains 5362 members 
Mstep: Class 29 contains 3126 members 
Mstep: Class 30 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128548.000000 Penalty: 65047.898438
Iteration 84Q: 31 clusters Score -3.412855e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 25496 members 
Mstep: Class 3 contains 98144 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 9070 members 
Mstep: Class 6 contains 11758 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 2721 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 7156 members 
Mstep: Class 11 contains 1085 members 
Mstep: Class 12 contains 18282 members 
Mstep: Class 13 contains 11206 members 
Mstep: Class 14 contains 39593 members 
Mstep: Class 15 contains 251181 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 6650 members 
Mstep: Class 18 contains 39420 members 
Mstep: Class 19 contains 4891 members 
Mstep: Class 20 contains 38771 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 7633 members 
Mstep: Class 23 contains 3718 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 3111 members 
Mstep: Class 27 contains 2892 members 
Mstep: Class 28 contains 5370 members 
Mstep: Class 29 contains 3124 members 
Mstep: Class 30 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128588.000000 Penalty: 65047.898438
Iteration 85Q: 31 clusters Score -3.412859e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 25524 members 
Mstep: Class 3 contains 97968 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 9065 members 
Mstep: Class 6 contains 11764 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 7185 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 18270 members 
Mstep: Class 13 contains 11196 members 
Mstep: Class 14 contains 39618 members 
Mstep: Class 15 contains 251168 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 6702 members 
Mstep: Class 18 contains 39360 members 
Mstep: Class 19 contains 4891 members 
Mstep: Class 20 contains 38849 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 7617 members 
Mstep: Class 23 contains 3717 members 
Mstep: Class 24 contains 2274 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 3118 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 3126 members 
Mstep: Class 30 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128652.000000 Penalty: 65047.898438
Iteration 86Q: 31 clusters Score -3.412865e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 25554 members 
Mstep: Class 3 contains 97809 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 11773 members 
Mstep: Class 7 contains 2515 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 18264 members 
Mstep: Class 13 contains 11178 members 
Mstep: Class 14 contains 39649 members 
Mstep: Class 15 contains 251159 members 
Mstep: Class 16 contains 2787 members 
Mstep: Class 17 contains 6745 members 
Mstep: Class 18 contains 39314 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 38914 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 7597 members 
Mstep: Class 23 contains 3713 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 3124 members 
Mstep: Class 27 contains 2911 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 3126 members 
Mstep: Class 30 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128744.000000 Penalty: 65047.898438
Iteration 87Q: 31 clusters Score -3.412874e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 97676 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 9047 members 
Mstep: Class 6 contains 11781 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 5011 members 
Mstep: Class 10 contains 7264 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 18253 members 
Mstep: Class 13 contains 11165 members 
Mstep: Class 14 contains 39670 members 
Mstep: Class 15 contains 251142 members 
Mstep: Class 16 contains 2780 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 39269 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 38972 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 7586 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 2284 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 3131 members 
Mstep: Class 27 contains 2924 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 3124 members 
Mstep: Class 30 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128836.000000 Penalty: 65047.898438
Iteration 88Q: 31 clusters Score -3.412884e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 25594 members 
Mstep: Class 3 contains 97540 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 9038 members 
Mstep: Class 6 contains 11791 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 7303 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 18242 members 
Mstep: Class 13 contains 11154 members 
Mstep: Class 14 contains 39698 members 
Mstep: Class 15 contains 251129 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 39221 members 
Mstep: Class 19 contains 4904 members 
Mstep: Class 20 contains 39035 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 7565 members 
Mstep: Class 23 contains 3701 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 3136 members 
Mstep: Class 27 contains 2932 members 
Mstep: Class 28 contains 5381 members 
Mstep: Class 29 contains 3121 members 
Mstep: Class 30 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34128816.000000 Penalty: 65047.898438
Iteration 89Q: 31 clusters Score -3.412882e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 25609 members 
Mstep: Class 3 contains 97411 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 9030 members 
Mstep: Class 6 contains 11791 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 5044 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 18235 members 
Mstep: Class 13 contains 11137 members 
Mstep: Class 14 contains 39714 members 
Mstep: Class 15 contains 251117 members 
Mstep: Class 16 contains 2779 members 
Mstep: Class 17 contains 6864 members 
Mstep: Class 18 contains 39182 members 
Mstep: Class 19 contains 4921 members 
Mstep: Class 20 contains 39090 members 
Mstep: Class 21 contains 1895 members 
Mstep: Class 22 contains 7556 members 
Mstep: Class 23 contains 3694 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 4084 members 
Mstep: Class 26 contains 3140 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 5383 members 
Mstep: Class 29 contains 3120 members 
Mstep: Class 30 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129008.000000 Penalty: 65047.898438
Iteration 90Q: 31 clusters Score -3.412901e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 25634 members 
Mstep: Class 3 contains 97294 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 9021 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 7356 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 11117 members 
Mstep: Class 14 contains 39732 members 
Mstep: Class 15 contains 251117 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 6885 members 
Mstep: Class 18 contains 39148 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 39142 members 
Mstep: Class 21 contains 1906 members 
Mstep: Class 22 contains 7542 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 4085 members 
Mstep: Class 26 contains 3143 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 5385 members 
Mstep: Class 29 contains 3118 members 
Mstep: Class 30 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129016.000000 Penalty: 65047.898438
Iteration 91Q: 31 clusters Score -3.412902e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 25652 members 
Mstep: Class 3 contains 97188 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 9013 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 5080 members 
Mstep: Class 10 contains 7390 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 18223 members 
Mstep: Class 13 contains 11095 members 
Mstep: Class 14 contains 39746 members 
Mstep: Class 15 contains 251119 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 6912 members 
Mstep: Class 18 contains 39103 members 
Mstep: Class 19 contains 4952 members 
Mstep: Class 20 contains 39182 members 
Mstep: Class 21 contains 1914 members 
Mstep: Class 22 contains 7531 members 
Mstep: Class 23 contains 3686 members 
Mstep: Class 24 contains 2297 members 
Mstep: Class 25 contains 4084 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 2943 members 
Mstep: Class 28 contains 5386 members 
Mstep: Class 29 contains 3115 members 
Mstep: Class 30 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129060.000000 Penalty: 65047.898438
Iteration 92Q: 31 clusters Score -3.412906e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 25671 members 
Mstep: Class 3 contains 97093 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 8999 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 5093 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 18218 members 
Mstep: Class 13 contains 11082 members 
Mstep: Class 14 contains 39760 members 
Mstep: Class 15 contains 251122 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 6935 members 
Mstep: Class 18 contains 39074 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 39229 members 
Mstep: Class 21 contains 1922 members 
Mstep: Class 22 contains 7501 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 3151 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 3114 members 
Mstep: Class 30 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129036.000000 Penalty: 65047.898438
Iteration 93Q: 31 clusters Score -3.412904e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 25692 members 
Mstep: Class 3 contains 97007 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 8991 members 
Mstep: Class 6 contains 11797 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 5106 members 
Mstep: Class 10 contains 7453 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 18218 members 
Mstep: Class 13 contains 11066 members 
Mstep: Class 14 contains 39778 members 
Mstep: Class 15 contains 251116 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 39045 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 39265 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 7484 members 
Mstep: Class 23 contains 3684 members 
Mstep: Class 24 contains 2299 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 3114 members 
Mstep: Class 30 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129132.000000 Penalty: 65047.898438
Iteration 94Q: 31 clusters Score -3.412913e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 25708 members 
Mstep: Class 3 contains 96933 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 8982 members 
Mstep: Class 6 contains 11803 members 
Mstep: Class 7 contains 2515 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 5121 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 18218 members 
Mstep: Class 13 contains 11054 members 
Mstep: Class 14 contains 39797 members 
Mstep: Class 15 contains 251115 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 6978 members 
Mstep: Class 18 contains 39014 members 
Mstep: Class 19 contains 4990 members 
Mstep: Class 20 contains 39282 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 3689 members 
Mstep: Class 24 contains 2301 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 2939 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 3113 members 
Mstep: Class 30 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129176.000000 Penalty: 65047.898438
Iteration 95Q: 31 clusters Score -3.412918e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 25716 members 
Mstep: Class 3 contains 96860 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 8967 members 
Mstep: Class 6 contains 11809 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 7486 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 39816 members 
Mstep: Class 15 contains 251097 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 6994 members 
Mstep: Class 18 contains 38982 members 
Mstep: Class 19 contains 5002 members 
Mstep: Class 20 contains 39314 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 7435 members 
Mstep: Class 23 contains 3689 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 2948 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 3112 members 
Mstep: Class 30 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129156.000000 Penalty: 65047.898438
Iteration 96Q: 31 clusters Score -3.412916e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 25736 members 
Mstep: Class 3 contains 96789 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 8956 members 
Mstep: Class 6 contains 11818 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 7494 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 18213 members 
Mstep: Class 13 contains 11025 members 
Mstep: Class 14 contains 39825 members 
Mstep: Class 15 contains 251073 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 7002 members 
Mstep: Class 18 contains 38968 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 39363 members 
Mstep: Class 21 contains 1943 members 
Mstep: Class 22 contains 7418 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 2956 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 3113 members 
Mstep: Class 30 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129164.000000 Penalty: 65047.898438
Iteration 97Q: 31 clusters Score -3.412916e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 25756 members 
Mstep: Class 3 contains 96714 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 8935 members 
Mstep: Class 6 contains 11817 members 
Mstep: Class 7 contains 2515 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 5182 members 
Mstep: Class 10 contains 7508 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 18212 members 
Mstep: Class 13 contains 11017 members 
Mstep: Class 14 contains 39836 members 
Mstep: Class 15 contains 251060 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 7006 members 
Mstep: Class 18 contains 38958 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 39400 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 7406 members 
Mstep: Class 23 contains 3694 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 2958 members 
Mstep: Class 28 contains 5404 members 
Mstep: Class 29 contains 3114 members 
Mstep: Class 30 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129192.000000 Penalty: 65047.898438
Iteration 98Q: 31 clusters Score -3.412919e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 25761 members 
Mstep: Class 3 contains 96645 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 8922 members 
Mstep: Class 6 contains 11817 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 5202 members 
Mstep: Class 10 contains 7527 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 18205 members 
Mstep: Class 13 contains 11011 members 
Mstep: Class 14 contains 39840 members 
Mstep: Class 15 contains 251058 members 
Mstep: Class 16 contains 2809 members 
Mstep: Class 17 contains 7014 members 
Mstep: Class 18 contains 38944 members 
Mstep: Class 19 contains 5035 members 
Mstep: Class 20 contains 39430 members 
Mstep: Class 21 contains 1957 members 
Mstep: Class 22 contains 7393 members 
Mstep: Class 23 contains 3697 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 3153 members 
Mstep: Class 27 contains 2962 members 
Mstep: Class 28 contains 5407 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129328.000000 Penalty: 65047.898438
Iteration 99Q: 31 clusters Score -3.412933e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 25779 members 
Mstep: Class 3 contains 96568 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 11820 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 18198 members 
Mstep: Class 13 contains 11003 members 
Mstep: Class 14 contains 39846 members 
Mstep: Class 15 contains 251036 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 38935 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 39451 members 
Mstep: Class 21 contains 1970 members 
Mstep: Class 22 contains 7382 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3157 members 
Mstep: Class 27 contains 2964 members 
Mstep: Class 28 contains 5411 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129328.000000 Penalty: 65047.898438
Iteration 100F: 31 clusters Score -3.412933e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 25801 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 11819 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 5263 members 
Mstep: Class 10 contains 7572 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 18198 members 
Mstep: Class 13 contains 10988 members 
Mstep: Class 14 contains 39851 members 
Mstep: Class 15 contains 251027 members 
Mstep: Class 16 contains 2814 members 
Mstep: Class 17 contains 7042 members 
Mstep: Class 18 contains 38919 members 
Mstep: Class 19 contains 5058 members 
Mstep: Class 20 contains 39470 members 
Mstep: Class 21 contains 1975 members 
Mstep: Class 22 contains 7370 members 
Mstep: Class 23 contains 3699 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 2968 members 
Mstep: Class 28 contains 5412 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129436.000000 Penalty: 65047.898438
Iteration 101Q: 31 clusters Score -3.412944e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 25818 members 
Mstep: Class 3 contains 96417 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 8889 members 
Mstep: Class 6 contains 11816 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 18198 members 
Mstep: Class 13 contains 10977 members 
Mstep: Class 14 contains 39864 members 
Mstep: Class 15 contains 251011 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 7045 members 
Mstep: Class 18 contains 38913 members 
Mstep: Class 19 contains 5073 members 
Mstep: Class 20 contains 39485 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 7365 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3161 members 
Mstep: Class 27 contains 2971 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129456.000000 Penalty: 65047.898438
Iteration 102Q: 31 clusters Score -3.412946e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 25824 members 
Mstep: Class 3 contains 96343 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 8873 members 
Mstep: Class 6 contains 11810 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 5319 members 
Mstep: Class 10 contains 7588 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 18197 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 39879 members 
Mstep: Class 15 contains 251011 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 7056 members 
Mstep: Class 18 contains 38904 members 
Mstep: Class 19 contains 5086 members 
Mstep: Class 20 contains 39501 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 7368 members 
Mstep: Class 23 contains 3700 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 2974 members 
Mstep: Class 28 contains 5417 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129460.000000 Penalty: 65047.898438
Iteration 103Q: 31 clusters Score -3.412946e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 25830 members 
Mstep: Class 3 contains 96269 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 8860 members 
Mstep: Class 6 contains 11816 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 18197 members 
Mstep: Class 13 contains 10958 members 
Mstep: Class 14 contains 39891 members 
Mstep: Class 15 contains 251002 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 7071 members 
Mstep: Class 18 contains 38891 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 39523 members 
Mstep: Class 21 contains 1987 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3164 members 
Mstep: Class 27 contains 2982 members 
Mstep: Class 28 contains 5419 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129420.000000 Penalty: 65047.898438
Iteration 104Q: 31 clusters Score -3.412942e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 25838 members 
Mstep: Class 3 contains 96194 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 8851 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 2507 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 7609 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 18199 members 
Mstep: Class 13 contains 10951 members 
Mstep: Class 14 contains 39903 members 
Mstep: Class 15 contains 251006 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 38874 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 39538 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 7384 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 2989 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129468.000000 Penalty: 65047.898438
Iteration 105Q: 31 clusters Score -3.412947e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 25847 members 
Mstep: Class 3 contains 96117 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 8844 members 
Mstep: Class 6 contains 11813 members 
Mstep: Class 7 contains 2506 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 7612 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 18195 members 
Mstep: Class 13 contains 10948 members 
Mstep: Class 14 contains 39922 members 
Mstep: Class 15 contains 250995 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 38857 members 
Mstep: Class 19 contains 5112 members 
Mstep: Class 20 contains 39550 members 
Mstep: Class 21 contains 1997 members 
Mstep: Class 22 contains 7392 members 
Mstep: Class 23 contains 3697 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 3166 members 
Mstep: Class 27 contains 3001 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129448.000000 Penalty: 65047.898438
Iteration 106Q: 31 clusters Score -3.412945e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 25845 members 
Mstep: Class 3 contains 96051 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 8836 members 
Mstep: Class 6 contains 11820 members 
Mstep: Class 7 contains 2504 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 5401 members 
Mstep: Class 10 contains 7615 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 18188 members 
Mstep: Class 13 contains 10944 members 
Mstep: Class 14 contains 39949 members 
Mstep: Class 15 contains 250973 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 38842 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 39568 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 7399 members 
Mstep: Class 23 contains 3697 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 3168 members 
Mstep: Class 27 contains 3014 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129532.000000 Penalty: 65047.898438
Iteration 107Q: 31 clusters Score -3.412953e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 25851 members 
Mstep: Class 3 contains 95987 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 8830 members 
Mstep: Class 6 contains 11823 members 
Mstep: Class 7 contains 2500 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 7628 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 18183 members 
Mstep: Class 13 contains 10934 members 
Mstep: Class 14 contains 39963 members 
Mstep: Class 15 contains 250944 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 7131 members 
Mstep: Class 18 contains 38835 members 
Mstep: Class 19 contains 5119 members 
Mstep: Class 20 contains 39592 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 7401 members 
Mstep: Class 23 contains 3694 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 3016 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 3113 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129596.000000 Penalty: 65047.898438
Iteration 108Q: 31 clusters Score -3.41296e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 25853 members 
Mstep: Class 3 contains 95926 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 8820 members 
Mstep: Class 6 contains 11827 members 
Mstep: Class 7 contains 2497 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 5471 members 
Mstep: Class 10 contains 7647 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 18175 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 39971 members 
Mstep: Class 15 contains 250923 members 
Mstep: Class 16 contains 2820 members 
Mstep: Class 17 contains 7142 members 
Mstep: Class 18 contains 38826 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 39616 members 
Mstep: Class 21 contains 2012 members 
Mstep: Class 22 contains 7402 members 
Mstep: Class 23 contains 3692 members 
Mstep: Class 24 contains 2314 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 3171 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 3113 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129612.000000 Penalty: 65047.898438
Iteration 109Q: 31 clusters Score -3.412961e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 25859 members 
Mstep: Class 3 contains 95877 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 8812 members 
Mstep: Class 6 contains 11833 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 18170 members 
Mstep: Class 13 contains 10915 members 
Mstep: Class 14 contains 39983 members 
Mstep: Class 15 contains 250904 members 
Mstep: Class 16 contains 2821 members 
Mstep: Class 17 contains 7155 members 
Mstep: Class 18 contains 38815 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 39623 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 7401 members 
Mstep: Class 23 contains 3690 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 3113 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129572.000000 Penalty: 65047.898438
Iteration 110Q: 31 clusters Score -3.412957e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 25864 members 
Mstep: Class 3 contains 95821 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 8798 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 7669 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 18165 members 
Mstep: Class 13 contains 10906 members 
Mstep: Class 14 contains 39999 members 
Mstep: Class 15 contains 250892 members 
Mstep: Class 16 contains 2821 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 38805 members 
Mstep: Class 19 contains 5143 members 
Mstep: Class 20 contains 39635 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 7402 members 
Mstep: Class 23 contains 3685 members 
Mstep: Class 24 contains 2326 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 5438 members 
Mstep: Class 29 contains 3114 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129564.000000 Penalty: 65047.898438
Iteration 111Q: 31 clusters Score -3.412956e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 25863 members 
Mstep: Class 3 contains 95771 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 11836 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 7678 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 18161 members 
Mstep: Class 13 contains 10898 members 
Mstep: Class 14 contains 40013 members 
Mstep: Class 15 contains 250887 members 
Mstep: Class 16 contains 2821 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 38804 members 
Mstep: Class 19 contains 5159 members 
Mstep: Class 20 contains 39628 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 7411 members 
Mstep: Class 23 contains 3681 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 5439 members 
Mstep: Class 29 contains 3114 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129636.000000 Penalty: 65047.898438
Iteration 112Q: 31 clusters Score -3.412964e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 25866 members 
Mstep: Class 3 contains 95718 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 11842 members 
Mstep: Class 7 contains 2487 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 5595 members 
Mstep: Class 10 contains 7687 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 18159 members 
Mstep: Class 13 contains 10891 members 
Mstep: Class 14 contains 40030 members 
Mstep: Class 15 contains 250868 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 38800 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 39612 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 7416 members 
Mstep: Class 23 contains 3679 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 3041 members 
Mstep: Class 28 contains 5445 members 
Mstep: Class 29 contains 3112 members 
Mstep: Class 30 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129672.000000 Penalty: 65047.898438
Iteration 113Q: 31 clusters Score -3.412967e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 25866 members 
Mstep: Class 3 contains 95676 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 11838 members 
Mstep: Class 7 contains 2485 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 7688 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 18153 members 
Mstep: Class 13 contains 10887 members 
Mstep: Class 14 contains 40038 members 
Mstep: Class 15 contains 250864 members 
Mstep: Class 16 contains 2821 members 
Mstep: Class 17 contains 7170 members 
Mstep: Class 18 contains 38799 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 39591 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 7430 members 
Mstep: Class 23 contains 3679 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 5452 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129632.000000 Penalty: 65047.898438
Iteration 114Q: 31 clusters Score -3.412963e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 25858 members 
Mstep: Class 3 contains 95629 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 8754 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 7687 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 18150 members 
Mstep: Class 13 contains 10879 members 
Mstep: Class 14 contains 40052 members 
Mstep: Class 15 contains 250860 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 38794 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 39583 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 7443 members 
Mstep: Class 23 contains 3675 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 3068 members 
Mstep: Class 28 contains 5466 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129716.000000 Penalty: 65047.898438
Iteration 115Q: 31 clusters Score -3.412972e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 25859 members 
Mstep: Class 3 contains 95582 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 8745 members 
Mstep: Class 6 contains 11839 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 18144 members 
Mstep: Class 13 contains 10874 members 
Mstep: Class 14 contains 40061 members 
Mstep: Class 15 contains 250856 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 38786 members 
Mstep: Class 19 contains 5216 members 
Mstep: Class 20 contains 39584 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 3681 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 3071 members 
Mstep: Class 28 contains 5472 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129696.000000 Penalty: 65047.898438
Iteration 116Q: 31 clusters Score -3.41297e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 25860 members 
Mstep: Class 3 contains 95538 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 8737 members 
Mstep: Class 6 contains 11842 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 5664 members 
Mstep: Class 10 contains 7687 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 18139 members 
Mstep: Class 13 contains 10866 members 
Mstep: Class 14 contains 40073 members 
Mstep: Class 15 contains 250850 members 
Mstep: Class 16 contains 2824 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 38779 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 3678 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 3074 members 
Mstep: Class 28 contains 5479 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129720.000000 Penalty: 65047.898438
Iteration 117Q: 31 clusters Score -3.412972e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 25862 members 
Mstep: Class 3 contains 95494 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 8730 members 
Mstep: Class 6 contains 11845 members 
Mstep: Class 7 contains 2480 members 
Mstep: Class 8 contains 2733 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 7683 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 18132 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 40087 members 
Mstep: Class 15 contains 250844 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 38775 members 
Mstep: Class 19 contains 5246 members 
Mstep: Class 20 contains 39602 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 7476 members 
Mstep: Class 23 contains 3686 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 5482 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34129704.000000 Penalty: 65047.898438
Iteration 118Q: 31 clusters Score -3.41297e+07 nChanged 273
Entering ConstructFrom: 
Score: -34129704.000000 Penalty: 65047.898438
Entering ConstructFrom: 
Trying to split cluster 1 (10709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Entering Unmasked Estep 
Score: -604370.687500 Penalty: 1507.811523
	Iteration 0F: 2 clusters Score -604370.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -596758.562500 Penalty: 3015.623047
	Iteration 0F: 3 clusters Score -596758.6 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -599343.750000 Penalty: 3015.623047
	Iteration 1F: 3 clusters Score -599343.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -599613.812500 Penalty: 3015.623047
	Iteration 2F: 3 clusters Score -599613.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -599836.000000 Penalty: 3015.623047
	Iteration 3Q: 3 clusters Score -599836 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -600030.375000 Penalty: 3015.623047
	Iteration 4Q: 3 clusters Score -600030.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -600182.875000 Penalty: 3015.623047
	Iteration 5Q: 3 clusters Score -600182.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -600327.187500 Penalty: 3015.623047
	Iteration 6Q: 3 clusters Score -600327.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -600471.187500 Penalty: 3015.623047
	Iteration 7Q: 3 clusters Score -600471.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -600632.062500 Penalty: 3015.623047
	Iteration 8Q: 3 clusters Score -600632.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -600808.187500 Penalty: 3015.623047
	Iteration 9Q: 3 clusters Score -600808.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -601001.875000 Penalty: 3015.623047
	Iteration 10Q: 3 clusters Score -601001.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -601200.375000 Penalty: 3015.623047
	Iteration 11Q: 3 clusters Score -601200.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -601412.250000 Penalty: 3015.623047
	Iteration 12Q: 3 clusters Score -601412.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -601619.687500 Penalty: 3015.623047
	Iteration 13Q: 3 clusters Score -601619.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -601811.187500 Penalty: 3015.623047
	Iteration 14Q: 3 clusters Score -601811.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -601975.187500 Penalty: 3015.623047
	Iteration 15Q: 3 clusters Score -601975.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -602097.812500 Penalty: 3015.623047
	Iteration 16Q: 3 clusters Score -602097.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -602196.437500 Penalty: 3015.623047
	Iteration 17Q: 3 clusters Score -602196.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -602267.312500 Penalty: 3015.623047
	Iteration 18Q: 3 clusters Score -602267.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -602314.312500 Penalty: 3015.623047
	Iteration 19Q: 3 clusters Score -602314.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -602360.625000 Penalty: 3015.623047
	Iteration 20F: 3 clusters Score -602360.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -602398.437500 Penalty: 3015.623047
	Iteration 21Q: 3 clusters Score -602398.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -602440.875000 Penalty: 3015.623047
	Iteration 22Q: 3 clusters Score -602440.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -602502.437500 Penalty: 3015.623047
	Iteration 23Q: 3 clusters Score -602502.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -602555.250000 Penalty: 3015.623047
	Iteration 24Q: 3 clusters Score -602555.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -602604.562500 Penalty: 3015.623047
	Iteration 25Q: 3 clusters Score -602604.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -602647.437500 Penalty: 3015.623047
	Iteration 26Q: 3 clusters Score -602647.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -602679.937500 Penalty: 3015.623047
	Iteration 27Q: 3 clusters Score -602679.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -602704.500000 Penalty: 3015.623047
	Iteration 28Q: 3 clusters Score -602704.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -602725.750000 Penalty: 3015.623047
	Iteration 29Q: 3 clusters Score -602725.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -602738.937500 Penalty: 3015.623047
	Iteration 30Q: 3 clusters Score -602738.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -602750.500000 Penalty: 3015.623047
	Iteration 31Q: 3 clusters Score -602750.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -602757.187500 Penalty: 3015.623047
	Iteration 32Q: 3 clusters Score -602757.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -602762.062500 Penalty: 3015.623047
	Iteration 33Q: 3 clusters Score -602762.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -602766.062500 Penalty: 3015.623047
	Iteration 34Q: 3 clusters Score -602766.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -602770.500000 Penalty: 3015.623047
	Iteration 35Q: 3 clusters Score -602770.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -602772.437500 Penalty: 3015.623047
	Iteration 36Q: 3 clusters Score -602772.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -602774.812500 Penalty: 3015.623047
	Iteration 37Q: 3 clusters Score -602774.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -602776.187500 Penalty: 3015.623047
	Iteration 38Q: 3 clusters Score -602776.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -602778.500000 Penalty: 3015.623047
	Iteration 39Q: 3 clusters Score -602778.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -602780.750000 Penalty: 3015.623047
	Iteration 40F: 3 clusters Score -602780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -602783.625000 Penalty: 3015.623047
	Iteration 41Q: 3 clusters Score -602783.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -602786.625000 Penalty: 3015.623047
	Iteration 42Q: 3 clusters Score -602786.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -602789.125000 Penalty: 3015.623047
	Iteration 43Q: 3 clusters Score -602789.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -602790.375000 Penalty: 3015.623047
	Iteration 44Q: 3 clusters Score -602790.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -602795.312500 Penalty: 3015.623047
	Iteration 45Q: 3 clusters Score -602795.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -602794.125000 Penalty: 3015.623047
	Iteration 46Q: 3 clusters Score -602794.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -602799.625000 Penalty: 3015.623047
	Iteration 47Q: 3 clusters Score -602799.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -602803.125000 Penalty: 3015.623047
	Iteration 48Q: 3 clusters Score -602803.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -602808.562500 Penalty: 3015.623047
	Iteration 49Q: 3 clusters Score -602808.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -602810.000000 Penalty: 3015.623047
	Iteration 50Q: 3 clusters Score -602810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -602813.937500 Penalty: 3015.623047
	Iteration 51Q: 3 clusters Score -602813.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -602817.187500 Penalty: 3015.623047
	Iteration 52Q: 3 clusters Score -602817.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -602816.812500 Penalty: 3015.623047
	Iteration 53Q: 3 clusters Score -602816.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -602819.937500 Penalty: 3015.623047
	Iteration 54Q: 3 clusters Score -602819.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -602821.562500 Penalty: 3015.623047
	Iteration 55Q: 3 clusters Score -602821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -602823.687500 Penalty: 3015.623047
	Iteration 56Q: 3 clusters Score -602823.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -602823.937500 Penalty: 3015.623047
	Iteration 57Q: 3 clusters Score -602823.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -602827.062500 Penalty: 3015.623047
	Iteration 58Q: 3 clusters Score -602827.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -602826.625000 Penalty: 3015.623047
	Iteration 59Q: 3 clusters Score -602826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -602830.250000 Penalty: 3015.623047
	Iteration 60F: 3 clusters Score -602830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -602829.937500 Penalty: 3015.623047
	Iteration 61Q: 3 clusters Score -602829.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -602833.625000 Penalty: 3015.623047
	Iteration 62Q: 3 clusters Score -602833.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -602835.250000 Penalty: 3015.623047
	Iteration 63Q: 3 clusters Score -602835.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -602836.687500 Penalty: 3015.623047
	Iteration 64Q: 3 clusters Score -602836.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -602838.625000 Penalty: 3015.623047
	Iteration 65Q: 3 clusters Score -602838.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -602840.875000 Penalty: 3015.623047
	Iteration 66Q: 3 clusters Score -602840.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -602843.437500 Penalty: 3015.623047
	Iteration 67Q: 3 clusters Score -602843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -602842.812500 Penalty: 3015.623047
	Iteration 68Q: 3 clusters Score -602842.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -602844.812500 Penalty: 3015.623047
	Iteration 69Q: 3 clusters Score -602844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -602845.125000 Penalty: 3015.623047
	Iteration 70Q: 3 clusters Score -602845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -602845.437500 Penalty: 3015.623047
	Iteration 71Q: 3 clusters Score -602845.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -602845.437500 Penalty: 3015.623047
	Iteration 72Q: 3 clusters Score -602845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -602846.125000 Penalty: 3015.623047
	Iteration 73Q: 3 clusters Score -602846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -602846.125000 Penalty: 3015.623047
	Iteration 74F: 3 clusters Score -602846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Entering Unmasked Estep 
Score: -1445262.250000 Penalty: 1651.086182
	Iteration 0F: 2 clusters Score -1445262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1427723.625000 Penalty: 3302.172363
	Iteration 0F: 3 clusters Score -1427724 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1434366.875000 Penalty: 3302.172363
	Iteration 1F: 3 clusters Score -1434367 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1434831.750000 Penalty: 3302.172363
	Iteration 2Q: 3 clusters Score -1434832 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1435412.250000 Penalty: 3302.172363
	Iteration 3Q: 3 clusters Score -1435412 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1436138.750000 Penalty: 3302.172363
	Iteration 4F: 3 clusters Score -1436139 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1436984.125000 Penalty: 3302.172363
	Iteration 5F: 3 clusters Score -1436984 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1438034.000000 Penalty: 3302.172363
	Iteration 6F: 3 clusters Score -1438034 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1439299.625000 Penalty: 3302.172363
	Iteration 7F: 3 clusters Score -1439300 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1440774.250000 Penalty: 3302.172363
	Iteration 8F: 3 clusters Score -1440774 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1442196.375000 Penalty: 3302.172363
	Iteration 9F: 3 clusters Score -1442196 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1443242.125000 Penalty: 3302.172363
	Iteration 10Q: 3 clusters Score -1443242 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1443874.750000 Penalty: 3302.172363
	Iteration 11Q: 3 clusters Score -1443875 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1444245.625000 Penalty: 3302.172363
	Iteration 12Q: 3 clusters Score -1444246 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1444476.625000 Penalty: 3302.172363
	Iteration 13Q: 3 clusters Score -1444477 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1444617.500000 Penalty: 3302.172363
	Iteration 14Q: 3 clusters Score -1444618 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1444763.750000 Penalty: 3302.172363
	Iteration 15Q: 3 clusters Score -1444764 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1444901.875000 Penalty: 3302.172363
	Iteration 16Q: 3 clusters Score -1444902 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1445106.875000 Penalty: 3302.172363
	Iteration 17Q: 3 clusters Score -1445107 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1445281.250000 Penalty: 3302.172363
	Iteration 18Q: 3 clusters Score -1445281 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1445393.500000 Penalty: 3302.172363
	Iteration 19Q: 3 clusters Score -1445394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1445438.500000 Penalty: 3302.172363
	Iteration 20F: 3 clusters Score -1445438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1445461.500000 Penalty: 3302.172363
	Iteration 21Q: 3 clusters Score -1445462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1445473.250000 Penalty: 3302.172363
	Iteration 22Q: 3 clusters Score -1445473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1445474.125000 Penalty: 3302.172363
	Iteration 23Q: 3 clusters Score -1445474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1445475.750000 Penalty: 3302.172363
	Iteration 24Q: 3 clusters Score -1445476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1445482.000000 Penalty: 3302.172363
	Iteration 25Q: 3 clusters Score -1445482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1445484.875000 Penalty: 3302.172363
	Iteration 26Q: 3 clusters Score -1445485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1445485.875000 Penalty: 3302.172363
	Iteration 27Q: 3 clusters Score -1445486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1445486.375000 Penalty: 3302.172363
	Iteration 28Q: 3 clusters Score -1445486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1445490.625000 Penalty: 3302.172363
	Iteration 29Q: 3 clusters Score -1445491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1445491.750000 Penalty: 3302.172363
	Iteration 30Q: 3 clusters Score -1445492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1445495.125000 Penalty: 3302.172363
	Iteration 31Q: 3 clusters Score -1445495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1445494.375000 Penalty: 3302.172363
	Iteration 32Q: 3 clusters Score -1445494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1445496.625000 Penalty: 3302.172363
	Iteration 33Q: 3 clusters Score -1445497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1445496.625000 Penalty: 3302.172363
	Iteration 34F: 3 clusters Score -1445497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 22713 members 
Mstep: Class 3 contains 95460 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 8717 members 
Mstep: Class 6 contains 11852 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 18125 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 40095 members 
Mstep: Class 15 contains 250830 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 38770 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 7480 members 
Mstep: Class 23 contains 3694 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 3078 members 
Mstep: Class 28 contains 5486 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 3149 members 
Entering Unmasked Estep 
Score: -34129584.000000 Penalty: 67216.164062
Splitting cluster 2 changes total score from -34129704.000000 to -34129584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (95460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Entering Unmasked Estep 
Score: -5582679.500000 Penalty: 1863.300049
	Iteration 0F: 2 clusters Score -5582680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -5519144.000000 Penalty: 3726.600098
	Iteration 0F: 3 clusters Score -5519144 nChanged 45452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -5545790.500000 Penalty: 3726.600098
	Iteration 1F: 3 clusters Score -5545790 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -5546693.500000 Penalty: 3726.600098
	Iteration 2Q: 3 clusters Score -5546694 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -5547847.500000 Penalty: 3726.600098
	Iteration 3Q: 3 clusters Score -5547848 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -5549368.000000 Penalty: 3726.600098
	Iteration 4Q: 3 clusters Score -5549368 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -5551102.500000 Penalty: 3726.600098
	Iteration 5Q: 3 clusters Score -5551102 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -5553147.500000 Penalty: 3726.600098
	Iteration 6F: 3 clusters Score -5553148 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -5555508.500000 Penalty: 3726.600098
	Iteration 7F: 3 clusters Score -5555508 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5557898.500000 Penalty: 3726.600098
	Iteration 8F: 3 clusters Score -5557898 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -5560239.500000 Penalty: 3726.600098
	Iteration 9Q: 3 clusters Score -5560240 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -5562705.500000 Penalty: 3726.600098
	Iteration 10Q: 3 clusters Score -5562706 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -5565027.500000 Penalty: 3726.600098
	Iteration 11Q: 3 clusters Score -5565028 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -5567014.500000 Penalty: 3726.600098
	Iteration 12Q: 3 clusters Score -5567014 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -5568464.000000 Penalty: 3726.600098
	Iteration 13Q: 3 clusters Score -5568464 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -5569386.500000 Penalty: 3726.600098
	Iteration 14Q: 3 clusters Score -5569386 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -5570171.000000 Penalty: 3726.600098
	Iteration 15Q: 3 clusters Score -5570171 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -5570943.500000 Penalty: 3726.600098
	Iteration 16Q: 3 clusters Score -5570944 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -5571696.000000 Penalty: 3726.600098
	Iteration 17Q: 3 clusters Score -5571696 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -5572569.000000 Penalty: 3726.600098
	Iteration 18Q: 3 clusters Score -5572569 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -5573517.500000 Penalty: 3726.600098
	Iteration 19Q: 3 clusters Score -5573518 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -5574500.000000 Penalty: 3726.600098
	Iteration 20F: 3 clusters Score -5574500 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -5575454.500000 Penalty: 3726.600098
	Iteration 21Q: 3 clusters Score -5575454 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -5576478.500000 Penalty: 3726.600098
	Iteration 22Q: 3 clusters Score -5576478 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -5577398.500000 Penalty: 3726.600098
	Iteration 23Q: 3 clusters Score -5577398 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -5578246.500000 Penalty: 3726.600098
	Iteration 24Q: 3 clusters Score -5578246 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5578946.500000 Penalty: 3726.600098
	Iteration 25Q: 3 clusters Score -5578946 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5579547.500000 Penalty: 3726.600098
	Iteration 26Q: 3 clusters Score -5579548 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5580021.500000 Penalty: 3726.600098
	Iteration 27Q: 3 clusters Score -5580022 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5580432.500000 Penalty: 3726.600098
	Iteration 28Q: 3 clusters Score -5580432 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5580718.000000 Penalty: 3726.600098
	Iteration 29Q: 3 clusters Score -5580718 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5580887.000000 Penalty: 3726.600098
	Iteration 30Q: 3 clusters Score -5580887 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5581012.500000 Penalty: 3726.600098
	Iteration 31Q: 3 clusters Score -5581012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94393 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5581090.000000 Penalty: 3726.600098
	Iteration 32Q: 3 clusters Score -5581090 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5581129.500000 Penalty: 3726.600098
	Iteration 33Q: 3 clusters Score -5581130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5581179.500000 Penalty: 3726.600098
	Iteration 34Q: 3 clusters Score -5581180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5581206.000000 Penalty: 3726.600098
	Iteration 35Q: 3 clusters Score -5581206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5581241.000000 Penalty: 3726.600098
	Iteration 36Q: 3 clusters Score -5581241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94664 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5581274.000000 Penalty: 3726.600098
	Iteration 37Q: 3 clusters Score -5581274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5581298.500000 Penalty: 3726.600098
	Iteration 38Q: 3 clusters Score -5581298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5581298.500000 Penalty: 3726.600098
	Iteration 39Q: 3 clusters Score -5581298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5581315.000000 Penalty: 3726.600098
	Iteration 40F: 3 clusters Score -5581315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94758 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5581334.500000 Penalty: 3726.600098
	Iteration 41Q: 3 clusters Score -5581334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5581346.000000 Penalty: 3726.600098
	Iteration 42Q: 3 clusters Score -5581346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5581349.500000 Penalty: 3726.600098
	Iteration 43Q: 3 clusters Score -5581350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5581352.000000 Penalty: 3726.600098
	Iteration 44Q: 3 clusters Score -5581352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94773 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5581360.500000 Penalty: 3726.600098
	Iteration 45Q: 3 clusters Score -5581360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5581359.000000 Penalty: 3726.600098
	Iteration 46Q: 3 clusters Score -5581359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5581359.000000 Penalty: 3726.600098
	Iteration 47Q: 3 clusters Score -5581359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5581362.500000 Penalty: 3726.600098
	Iteration 48Q: 3 clusters Score -5581362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5581367.000000 Penalty: 3726.600098
	Iteration 49Q: 3 clusters Score -5581367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5581364.000000 Penalty: 3726.600098
	Iteration 50Q: 3 clusters Score -5581364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94792 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5581364.000000 Penalty: 3726.600098
	Iteration 51Q: 3 clusters Score -5581364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5581364.000000 Penalty: 3726.600098
	Iteration 52Q: 3 clusters Score -5581364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5581365.500000 Penalty: 3726.600098
	Iteration 53Q: 3 clusters Score -5581366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94804 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5581367.500000 Penalty: 3726.600098
	Iteration 54Q: 3 clusters Score -5581368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5581370.500000 Penalty: 3726.600098
	Iteration 55Q: 3 clusters Score -5581370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5581371.000000 Penalty: 3726.600098
	Iteration 56Q: 3 clusters Score -5581371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5581368.000000 Penalty: 3726.600098
	Iteration 57Q: 3 clusters Score -5581368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5581368.000000 Penalty: 3726.600098
	Iteration 58F: 3 clusters Score -5581368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -92904.312500 Penalty: 1214.373779
	Iteration 0F: 2 clusters Score -92904.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -90966.937500 Penalty: 2428.747559
	Iteration 0F: 3 clusters Score -90966.94 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -91431.289062 Penalty: 2428.747559
	Iteration 1F: 3 clusters Score -91431.29 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -91573.640625 Penalty: 2428.747559
	Iteration 2F: 3 clusters Score -91573.64 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -91668.226562 Penalty: 2428.747559
	Iteration 3F: 3 clusters Score -91668.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -91742.523438 Penalty: 2428.747559
	Iteration 4Q: 3 clusters Score -91742.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -91808.156250 Penalty: 2428.747559
	Iteration 5Q: 3 clusters Score -91808.16 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -91871.437500 Penalty: 2428.747559
	Iteration 6Q: 3 clusters Score -91871.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -91918.820312 Penalty: 2428.747559
	Iteration 7Q: 3 clusters Score -91918.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -91967.820312 Penalty: 2428.747559
	Iteration 8Q: 3 clusters Score -91967.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -92002.398438 Penalty: 2428.747559
	Iteration 9Q: 3 clusters Score -92002.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -92026.203125 Penalty: 2428.747559
	Iteration 10Q: 3 clusters Score -92026.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -92053.390625 Penalty: 2428.747559
	Iteration 11Q: 3 clusters Score -92053.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -92071.421875 Penalty: 2428.747559
	Iteration 12Q: 3 clusters Score -92071.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -92082.054688 Penalty: 2428.747559
	Iteration 13Q: 3 clusters Score -92082.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -92091.101562 Penalty: 2428.747559
	Iteration 14Q: 3 clusters Score -92091.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -92105.632812 Penalty: 2428.747559
	Iteration 15Q: 3 clusters Score -92105.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -92119.226562 Penalty: 2428.747559
	Iteration 16Q: 3 clusters Score -92119.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -92125.867188 Penalty: 2428.747559
	Iteration 17Q: 3 clusters Score -92125.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -92133.101562 Penalty: 2428.747559
	Iteration 18Q: 3 clusters Score -92133.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -92137.703125 Penalty: 2428.747559
	Iteration 19Q: 3 clusters Score -92137.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -92141.445312 Penalty: 2428.747559
	Iteration 20F: 3 clusters Score -92141.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -92144.523438 Penalty: 2428.747559
	Iteration 21Q: 3 clusters Score -92144.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -92145.671875 Penalty: 2428.747559
	Iteration 22Q: 3 clusters Score -92145.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -92148.929688 Penalty: 2428.747559
	Iteration 23Q: 3 clusters Score -92148.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -92151.945312 Penalty: 2428.747559
	Iteration 24Q: 3 clusters Score -92151.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -92155.109375 Penalty: 2428.747559
	Iteration 25Q: 3 clusters Score -92155.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -92158.468750 Penalty: 2428.747559
	Iteration 26Q: 3 clusters Score -92158.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -92160.484375 Penalty: 2428.747559
	Iteration 27Q: 3 clusters Score -92160.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -92160.804688 Penalty: 2428.747559
	Iteration 28Q: 3 clusters Score -92160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -92160.804688 Penalty: 2428.747559
	Iteration 29F: 3 clusters Score -92160.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Entering Unmasked Estep 
Score: -478643.625000 Penalty: 1474.367432
	Iteration 0F: 2 clusters Score -478643.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -472244.937500 Penalty: 2948.734863
	Iteration 0F: 3 clusters Score -472244.9 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -474337.625000 Penalty: 2948.734863
	Iteration 1F: 3 clusters Score -474337.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -474686.593750 Penalty: 2948.734863
	Iteration 2F: 3 clusters Score -474686.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -474988.468750 Penalty: 2948.734863
	Iteration 3F: 3 clusters Score -474988.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -475326.656250 Penalty: 2948.734863
	Iteration 4F: 3 clusters Score -475326.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -475655.625000 Penalty: 2948.734863
	Iteration 5F: 3 clusters Score -475655.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -475930.312500 Penalty: 2948.734863
	Iteration 6F: 3 clusters Score -475930.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -476178.281250 Penalty: 2948.734863
	Iteration 7Q: 3 clusters Score -476178.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -476400.281250 Penalty: 2948.734863
	Iteration 8Q: 3 clusters Score -476400.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -476576.062500 Penalty: 2948.734863
	Iteration 9Q: 3 clusters Score -476576.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -476718.093750 Penalty: 2948.734863
	Iteration 10Q: 3 clusters Score -476718.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -476819.031250 Penalty: 2948.734863
	Iteration 11Q: 3 clusters Score -476819 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -476914.625000 Penalty: 2948.734863
	Iteration 12Q: 3 clusters Score -476914.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -476987.781250 Penalty: 2948.734863
	Iteration 13Q: 3 clusters Score -476987.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -477044.812500 Penalty: 2948.734863
	Iteration 14Q: 3 clusters Score -477044.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -477100.625000 Penalty: 2948.734863
	Iteration 15Q: 3 clusters Score -477100.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -477143.343750 Penalty: 2948.734863
	Iteration 16Q: 3 clusters Score -477143.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -477187.281250 Penalty: 2948.734863
	Iteration 17Q: 3 clusters Score -477187.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -477230.812500 Penalty: 2948.734863
	Iteration 18Q: 3 clusters Score -477230.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -477255.718750 Penalty: 2948.734863
	Iteration 19Q: 3 clusters Score -477255.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -477279.125000 Penalty: 2948.734863
	Iteration 20F: 3 clusters Score -477279.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -477297.875000 Penalty: 2948.734863
	Iteration 21Q: 3 clusters Score -477297.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -477316.093750 Penalty: 2948.734863
	Iteration 22Q: 3 clusters Score -477316.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -477325.968750 Penalty: 2948.734863
	Iteration 23Q: 3 clusters Score -477326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -477332.125000 Penalty: 2948.734863
	Iteration 24Q: 3 clusters Score -477332.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -477340.500000 Penalty: 2948.734863
	Iteration 25Q: 3 clusters Score -477340.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -477345.531250 Penalty: 2948.734863
	Iteration 26Q: 3 clusters Score -477345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -477349.593750 Penalty: 2948.734863
	Iteration 27Q: 3 clusters Score -477349.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -477356.843750 Penalty: 2948.734863
	Iteration 28Q: 3 clusters Score -477356.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -477361.500000 Penalty: 2948.734863
	Iteration 29Q: 3 clusters Score -477361.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -477366.062500 Penalty: 2948.734863
	Iteration 30Q: 3 clusters Score -477366.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -477368.937500 Penalty: 2948.734863
	Iteration 31Q: 3 clusters Score -477368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -477373.687500 Penalty: 2948.734863
	Iteration 32Q: 3 clusters Score -477373.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -477378.812500 Penalty: 2948.734863
	Iteration 33Q: 3 clusters Score -477378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -477383.718750 Penalty: 2948.734863
	Iteration 34Q: 3 clusters Score -477383.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -477387.656250 Penalty: 2948.734863
	Iteration 35Q: 3 clusters Score -477387.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -477394.468750 Penalty: 2948.734863
	Iteration 36Q: 3 clusters Score -477394.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -477398.093750 Penalty: 2948.734863
	Iteration 37Q: 3 clusters Score -477398.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -477399.312500 Penalty: 2948.734863
	Iteration 38Q: 3 clusters Score -477399.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -477401.062500 Penalty: 2948.734863
	Iteration 39Q: 3 clusters Score -477401.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -477402.562500 Penalty: 2948.734863
	Iteration 40F: 3 clusters Score -477402.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -477406.406250 Penalty: 2948.734863
	Iteration 41Q: 3 clusters Score -477406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -477409.562500 Penalty: 2948.734863
	Iteration 42Q: 3 clusters Score -477409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -477412.312500 Penalty: 2948.734863
	Iteration 43Q: 3 clusters Score -477412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -477413.781250 Penalty: 2948.734863
	Iteration 44Q: 3 clusters Score -477413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -477415.562500 Penalty: 2948.734863
	Iteration 45Q: 3 clusters Score -477415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -477417.437500 Penalty: 2948.734863
	Iteration 46Q: 3 clusters Score -477417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -477418.218750 Penalty: 2948.734863
	Iteration 47Q: 3 clusters Score -477418.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -477418.218750 Penalty: 2948.734863
	Iteration 48F: 3 clusters Score -477418.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Entering Unmasked Estep 
Score: -690170.625000 Penalty: 1524.290894
	Iteration 0F: 2 clusters Score -690170.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -681881.375000 Penalty: 3048.581787
	Iteration 0F: 3 clusters Score -681881.4 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -684635.062500 Penalty: 3048.581787
	Iteration 1F: 3 clusters Score -684635.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -684881.812500 Penalty: 3048.581787
	Iteration 2F: 3 clusters Score -684881.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -685079.750000 Penalty: 3048.581787
	Iteration 3Q: 3 clusters Score -685079.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -685273.062500 Penalty: 3048.581787
	Iteration 4Q: 3 clusters Score -685273.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -685453.000000 Penalty: 3048.581787
	Iteration 5Q: 3 clusters Score -685453 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -685604.312500 Penalty: 3048.581787
	Iteration 6Q: 3 clusters Score -685604.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -685759.000000 Penalty: 3048.581787
	Iteration 7Q: 3 clusters Score -685759 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -685917.250000 Penalty: 3048.581787
	Iteration 8Q: 3 clusters Score -685917.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -686095.562500 Penalty: 3048.581787
	Iteration 9Q: 3 clusters Score -686095.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -686285.625000 Penalty: 3048.581787
	Iteration 10Q: 3 clusters Score -686285.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -686481.312500 Penalty: 3048.581787
	Iteration 11Q: 3 clusters Score -686481.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -686688.875000 Penalty: 3048.581787
	Iteration 12Q: 3 clusters Score -686688.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -686868.250000 Penalty: 3048.581787
	Iteration 13Q: 3 clusters Score -686868.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -687052.187500 Penalty: 3048.581787
	Iteration 14Q: 3 clusters Score -687052.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -687219.187500 Penalty: 3048.581787
	Iteration 15Q: 3 clusters Score -687219.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -687353.750000 Penalty: 3048.581787
	Iteration 16Q: 3 clusters Score -687353.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -687450.312500 Penalty: 3048.581787
	Iteration 17Q: 3 clusters Score -687450.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -687522.125000 Penalty: 3048.581787
	Iteration 18Q: 3 clusters Score -687522.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -687585.625000 Penalty: 3048.581787
	Iteration 19Q: 3 clusters Score -687585.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -687643.875000 Penalty: 3048.581787
	Iteration 20F: 3 clusters Score -687643.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -687699.000000 Penalty: 3048.581787
	Iteration 21Q: 3 clusters Score -687699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -687743.687500 Penalty: 3048.581787
	Iteration 22Q: 3 clusters Score -687743.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -687781.187500 Penalty: 3048.581787
	Iteration 23Q: 3 clusters Score -687781.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -687812.125000 Penalty: 3048.581787
	Iteration 24Q: 3 clusters Score -687812.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -687835.125000 Penalty: 3048.581787
	Iteration 25Q: 3 clusters Score -687835.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -687867.000000 Penalty: 3048.581787
	Iteration 26Q: 3 clusters Score -687867 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -687905.437500 Penalty: 3048.581787
	Iteration 27Q: 3 clusters Score -687905.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -687944.812500 Penalty: 3048.581787
	Iteration 28Q: 3 clusters Score -687944.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -687981.250000 Penalty: 3048.581787
	Iteration 29Q: 3 clusters Score -687981.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -688019.437500 Penalty: 3048.581787
	Iteration 30Q: 3 clusters Score -688019.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -688053.687500 Penalty: 3048.581787
	Iteration 31Q: 3 clusters Score -688053.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -688095.187500 Penalty: 3048.581787
	Iteration 32Q: 3 clusters Score -688095.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -688131.125000 Penalty: 3048.581787
	Iteration 33Q: 3 clusters Score -688131.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -688166.187500 Penalty: 3048.581787
	Iteration 34Q: 3 clusters Score -688166.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -688198.687500 Penalty: 3048.581787
	Iteration 35Q: 3 clusters Score -688198.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -688236.937500 Penalty: 3048.581787
	Iteration 36Q: 3 clusters Score -688236.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -688265.937500 Penalty: 3048.581787
	Iteration 37Q: 3 clusters Score -688265.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -688298.437500 Penalty: 3048.581787
	Iteration 38Q: 3 clusters Score -688298.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -688327.187500 Penalty: 3048.581787
	Iteration 39Q: 3 clusters Score -688327.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -688359.625000 Penalty: 3048.581787
	Iteration 40F: 3 clusters Score -688359.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -688392.312500 Penalty: 3048.581787
	Iteration 41Q: 3 clusters Score -688392.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -688424.187500 Penalty: 3048.581787
	Iteration 42Q: 3 clusters Score -688424.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -688454.375000 Penalty: 3048.581787
	Iteration 43Q: 3 clusters Score -688454.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -688477.562500 Penalty: 3048.581787
	Iteration 44Q: 3 clusters Score -688477.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -688506.125000 Penalty: 3048.581787
	Iteration 45Q: 3 clusters Score -688506.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -688535.250000 Penalty: 3048.581787
	Iteration 46Q: 3 clusters Score -688535.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -688565.500000 Penalty: 3048.581787
	Iteration 47Q: 3 clusters Score -688565.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -688591.562500 Penalty: 3048.581787
	Iteration 48Q: 3 clusters Score -688591.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -688609.187500 Penalty: 3048.581787
	Iteration 49Q: 3 clusters Score -688609.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -688628.750000 Penalty: 3048.581787
	Iteration 50Q: 3 clusters Score -688628.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -688648.375000 Penalty: 3048.581787
	Iteration 51Q: 3 clusters Score -688648.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -688667.000000 Penalty: 3048.581787
	Iteration 52Q: 3 clusters Score -688667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -688681.750000 Penalty: 3048.581787
	Iteration 53Q: 3 clusters Score -688681.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -688700.375000 Penalty: 3048.581787
	Iteration 54Q: 3 clusters Score -688700.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -688718.000000 Penalty: 3048.581787
	Iteration 55Q: 3 clusters Score -688718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -688731.937500 Penalty: 3048.581787
	Iteration 56Q: 3 clusters Score -688731.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -688749.187500 Penalty: 3048.581787
	Iteration 57Q: 3 clusters Score -688749.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -688762.812500 Penalty: 3048.581787
	Iteration 58Q: 3 clusters Score -688762.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -688781.437500 Penalty: 3048.581787
	Iteration 59Q: 3 clusters Score -688781.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -688795.312500 Penalty: 3048.581787
	Iteration 60F: 3 clusters Score -688795.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -688803.750000 Penalty: 3048.581787
	Iteration 61Q: 3 clusters Score -688803.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -688814.875000 Penalty: 3048.581787
	Iteration 62Q: 3 clusters Score -688814.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -688827.500000 Penalty: 3048.581787
	Iteration 63Q: 3 clusters Score -688827.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -688841.625000 Penalty: 3048.581787
	Iteration 64Q: 3 clusters Score -688841.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -688853.250000 Penalty: 3048.581787
	Iteration 65Q: 3 clusters Score -688853.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -688866.937500 Penalty: 3048.581787
	Iteration 66Q: 3 clusters Score -688866.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -688877.875000 Penalty: 3048.581787
	Iteration 67Q: 3 clusters Score -688877.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -688890.812500 Penalty: 3048.581787
	Iteration 68Q: 3 clusters Score -688890.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -688901.062500 Penalty: 3048.581787
	Iteration 69Q: 3 clusters Score -688901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -688909.937500 Penalty: 3048.581787
	Iteration 70Q: 3 clusters Score -688909.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -688918.250000 Penalty: 3048.581787
	Iteration 71Q: 3 clusters Score -688918.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -688925.250000 Penalty: 3048.581787
	Iteration 72Q: 3 clusters Score -688925.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -688930.250000 Penalty: 3048.581787
	Iteration 73Q: 3 clusters Score -688930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -688933.375000 Penalty: 3048.581787
	Iteration 74Q: 3 clusters Score -688933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -688936.437500 Penalty: 3048.581787
	Iteration 75Q: 3 clusters Score -688936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -688940.312500 Penalty: 3048.581787
	Iteration 76Q: 3 clusters Score -688940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -688940.250000 Penalty: 3048.581787
	Iteration 77Q: 3 clusters Score -688940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -688941.437500 Penalty: 3048.581787
	Iteration 78Q: 3 clusters Score -688941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -688943.312500 Penalty: 3048.581787
	Iteration 79Q: 3 clusters Score -688943.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -688943.312500 Penalty: 3048.581787
	Iteration 80F: 3 clusters Score -688943.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -145166.687500 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -145166.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -142777.656250 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -142777.7 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -143370.265625 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -143370.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -143480.312500 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -143480.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -143539.859375 Penalty: 2540.335449
	Iteration 3Q: 3 clusters Score -143539.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -143589.140625 Penalty: 2540.335449
	Iteration 4Q: 3 clusters Score -143589.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -143621.359375 Penalty: 2540.335449
	Iteration 5Q: 3 clusters Score -143621.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -143646.578125 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -143646.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -143664.750000 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -143664.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -143686.468750 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -143686.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -143717.265625 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -143717.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -143752.812500 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -143752.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -143783.500000 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -143783.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -143823.031250 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -143823 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -143860.015625 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -143860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -143897.187500 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -143897.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -143939.500000 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -143939.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -143975.796875 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -143975.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -144002.734375 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -144002.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -144026.390625 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -144026.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -144043.703125 Penalty: 2540.335449
	Iteration 19Q: 3 clusters Score -144043.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -144060.703125 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -144060.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -144076.171875 Penalty: 2540.335449
	Iteration 21Q: 3 clusters Score -144076.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -144088.484375 Penalty: 2540.335449
	Iteration 22Q: 3 clusters Score -144088.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -144100.687500 Penalty: 2540.335449
	Iteration 23Q: 3 clusters Score -144100.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -144111.265625 Penalty: 2540.335449
	Iteration 24Q: 3 clusters Score -144111.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -144118.765625 Penalty: 2540.335449
	Iteration 25Q: 3 clusters Score -144118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -144129.640625 Penalty: 2540.335449
	Iteration 26Q: 3 clusters Score -144129.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -144139.921875 Penalty: 2540.335449
	Iteration 27Q: 3 clusters Score -144139.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -144147.468750 Penalty: 2540.335449
	Iteration 28Q: 3 clusters Score -144147.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -144154.578125 Penalty: 2540.335449
	Iteration 29Q: 3 clusters Score -144154.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -144159.250000 Penalty: 2540.335449
	Iteration 30Q: 3 clusters Score -144159.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -144163.109375 Penalty: 2540.335449
	Iteration 31Q: 3 clusters Score -144163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -144167.406250 Penalty: 2540.335449
	Iteration 32Q: 3 clusters Score -144167.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -144172.125000 Penalty: 2540.335449
	Iteration 33Q: 3 clusters Score -144172.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -144176.843750 Penalty: 2540.335449
	Iteration 34Q: 3 clusters Score -144176.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -144182.328125 Penalty: 2540.335449
	Iteration 35Q: 3 clusters Score -144182.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -144188.031250 Penalty: 2540.335449
	Iteration 36Q: 3 clusters Score -144188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -144194.062500 Penalty: 2540.335449
	Iteration 37Q: 3 clusters Score -144194.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -144199.484375 Penalty: 2540.335449
	Iteration 38Q: 3 clusters Score -144199.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -144207.390625 Penalty: 2540.335449
	Iteration 39Q: 3 clusters Score -144207.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -144217.328125 Penalty: 2540.335449
	Iteration 40F: 3 clusters Score -144217.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -144228.265625 Penalty: 2540.335449
	Iteration 41Q: 3 clusters Score -144228.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -144243.328125 Penalty: 2540.335449
	Iteration 42Q: 3 clusters Score -144243.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -144250.437500 Penalty: 2540.335449
	Iteration 43Q: 3 clusters Score -144250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -144262.593750 Penalty: 2540.335449
	Iteration 44Q: 3 clusters Score -144262.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -144277.718750 Penalty: 2540.335449
	Iteration 45Q: 3 clusters Score -144277.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -144289.703125 Penalty: 2540.335449
	Iteration 46Q: 3 clusters Score -144289.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -144301.953125 Penalty: 2540.335449
	Iteration 47Q: 3 clusters Score -144302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -144308.265625 Penalty: 2540.335449
	Iteration 48Q: 3 clusters Score -144308.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -144311.171875 Penalty: 2540.335449
	Iteration 49Q: 3 clusters Score -144311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -144312.437500 Penalty: 2540.335449
	Iteration 50Q: 3 clusters Score -144312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -144313.328125 Penalty: 2540.335449
	Iteration 51Q: 3 clusters Score -144313.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -144314.296875 Penalty: 2540.335449
	Iteration 52Q: 3 clusters Score -144314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -144317.156250 Penalty: 2540.335449
	Iteration 53Q: 3 clusters Score -144317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -144318.625000 Penalty: 2540.335449
	Iteration 54Q: 3 clusters Score -144318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -144321.343750 Penalty: 2540.335449
	Iteration 55Q: 3 clusters Score -144321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -144323.234375 Penalty: 2540.335449
	Iteration 56Q: 3 clusters Score -144323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -144324.609375 Penalty: 2540.335449
	Iteration 57Q: 3 clusters Score -144324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -144325.593750 Penalty: 2540.335449
	Iteration 58Q: 3 clusters Score -144325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -144325.593750 Penalty: 2540.335449
	Iteration 59F: 3 clusters Score -144325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -149135.781250 Penalty: 1285.709229
	Iteration 0F: 2 clusters Score -149135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -146600.750000 Penalty: 2571.418457
	Iteration 0F: 3 clusters Score -146600.8 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -147226.484375 Penalty: 2571.418457
	Iteration 1F: 3 clusters Score -147226.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -147416.406250 Penalty: 2571.418457
	Iteration 2F: 3 clusters Score -147416.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -147562.875000 Penalty: 2571.418457
	Iteration 3F: 3 clusters Score -147562.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -147672.718750 Penalty: 2571.418457
	Iteration 4Q: 3 clusters Score -147672.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -147761.953125 Penalty: 2571.418457
	Iteration 5Q: 3 clusters Score -147762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -147839.812500 Penalty: 2571.418457
	Iteration 6Q: 3 clusters Score -147839.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -147914.109375 Penalty: 2571.418457
	Iteration 7Q: 3 clusters Score -147914.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -147975.062500 Penalty: 2571.418457
	Iteration 8Q: 3 clusters Score -147975.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -148029.312500 Penalty: 2571.418457
	Iteration 9Q: 3 clusters Score -148029.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -148086.281250 Penalty: 2571.418457
	Iteration 10Q: 3 clusters Score -148086.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -148125.953125 Penalty: 2571.418457
	Iteration 11Q: 3 clusters Score -148126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -148157.859375 Penalty: 2571.418457
	Iteration 12Q: 3 clusters Score -148157.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -148183.578125 Penalty: 2571.418457
	Iteration 13Q: 3 clusters Score -148183.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -148211.796875 Penalty: 2571.418457
	Iteration 14Q: 3 clusters Score -148211.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -148242.546875 Penalty: 2571.418457
	Iteration 15Q: 3 clusters Score -148242.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -148259.828125 Penalty: 2571.418457
	Iteration 16Q: 3 clusters Score -148259.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -148270.937500 Penalty: 2571.418457
	Iteration 17Q: 3 clusters Score -148270.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -148289.875000 Penalty: 2571.418457
	Iteration 18Q: 3 clusters Score -148289.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -148309.390625 Penalty: 2571.418457
	Iteration 19Q: 3 clusters Score -148309.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -148320.484375 Penalty: 2571.418457
	Iteration 20F: 3 clusters Score -148320.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -148327.734375 Penalty: 2571.418457
	Iteration 21Q: 3 clusters Score -148327.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -148334.093750 Penalty: 2571.418457
	Iteration 22Q: 3 clusters Score -148334.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -148344.046875 Penalty: 2571.418457
	Iteration 23Q: 3 clusters Score -148344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -148349.078125 Penalty: 2571.418457
	Iteration 24Q: 3 clusters Score -148349.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -148354.359375 Penalty: 2571.418457
	Iteration 25Q: 3 clusters Score -148354.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -148359.453125 Penalty: 2571.418457
	Iteration 26Q: 3 clusters Score -148359.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -148365.625000 Penalty: 2571.418457
	Iteration 27Q: 3 clusters Score -148365.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -148374.171875 Penalty: 2571.418457
	Iteration 28Q: 3 clusters Score -148374.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -148380.937500 Penalty: 2571.418457
	Iteration 29Q: 3 clusters Score -148380.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -148390.078125 Penalty: 2571.418457
	Iteration 30Q: 3 clusters Score -148390.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -148400.890625 Penalty: 2571.418457
	Iteration 31Q: 3 clusters Score -148400.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -148410.125000 Penalty: 2571.418457
	Iteration 32Q: 3 clusters Score -148410.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -148417.843750 Penalty: 2571.418457
	Iteration 33Q: 3 clusters Score -148417.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -148424.875000 Penalty: 2571.418457
	Iteration 34Q: 3 clusters Score -148424.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -148432.343750 Penalty: 2571.418457
	Iteration 35Q: 3 clusters Score -148432.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -148439.078125 Penalty: 2571.418457
	Iteration 36Q: 3 clusters Score -148439.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -148446.703125 Penalty: 2571.418457
	Iteration 37Q: 3 clusters Score -148446.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -148455.062500 Penalty: 2571.418457
	Iteration 38Q: 3 clusters Score -148455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -148459.187500 Penalty: 2571.418457
	Iteration 39Q: 3 clusters Score -148459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -148462.468750 Penalty: 2571.418457
	Iteration 40F: 3 clusters Score -148462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -148462.734375 Penalty: 2571.418457
	Iteration 41Q: 3 clusters Score -148462.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -148462.734375 Penalty: 2571.418457
	Iteration 42F: 3 clusters Score -148462.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Entering Unmasked Estep 
Score: -305336.593750 Penalty: 1404.507080
	Iteration 0F: 2 clusters Score -305336.6 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 2818 members 
Entering Unmasked Estep 
Score: -300977.531250 Penalty: 2809.014160
	Iteration 0F: 3 clusters Score -300977.5 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -302188.437500 Penalty: 2809.014160
	Iteration 1F: 3 clusters Score -302188.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -302367.343750 Penalty: 2809.014160
	Iteration 2F: 3 clusters Score -302367.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -302516.250000 Penalty: 2809.014160
	Iteration 3F: 3 clusters Score -302516.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -302637.812500 Penalty: 2809.014160
	Iteration 4Q: 3 clusters Score -302637.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -302741.750000 Penalty: 2809.014160
	Iteration 5Q: 3 clusters Score -302741.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -302819.468750 Penalty: 2809.014160
	Iteration 6Q: 3 clusters Score -302819.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -302913.687500 Penalty: 2809.014160
	Iteration 7Q: 3 clusters Score -302913.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -303022.593750 Penalty: 2809.014160
	Iteration 8Q: 3 clusters Score -303022.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -303135.281250 Penalty: 2809.014160
	Iteration 9Q: 3 clusters Score -303135.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -303258.375000 Penalty: 2809.014160
	Iteration 10Q: 3 clusters Score -303258.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -303389.531250 Penalty: 2809.014160
	Iteration 11Q: 3 clusters Score -303389.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -303508.468750 Penalty: 2809.014160
	Iteration 12Q: 3 clusters Score -303508.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -303615.406250 Penalty: 2809.014160
	Iteration 13Q: 3 clusters Score -303615.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -303701.500000 Penalty: 2809.014160
	Iteration 14Q: 3 clusters Score -303701.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -303780.437500 Penalty: 2809.014160
	Iteration 15Q: 3 clusters Score -303780.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -303859.625000 Penalty: 2809.014160
	Iteration 16Q: 3 clusters Score -303859.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -303923.593750 Penalty: 2809.014160
	Iteration 17Q: 3 clusters Score -303923.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -303982.218750 Penalty: 2809.014160
	Iteration 18Q: 3 clusters Score -303982.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -304037.656250 Penalty: 2809.014160
	Iteration 19Q: 3 clusters Score -304037.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -304084.875000 Penalty: 2809.014160
	Iteration 20F: 3 clusters Score -304084.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -304122.593750 Penalty: 2809.014160
	Iteration 21Q: 3 clusters Score -304122.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -304148.031250 Penalty: 2809.014160
	Iteration 22Q: 3 clusters Score -304148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -304166.218750 Penalty: 2809.014160
	Iteration 23Q: 3 clusters Score -304166.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -304180.968750 Penalty: 2809.014160
	Iteration 24Q: 3 clusters Score -304181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -304191.343750 Penalty: 2809.014160
	Iteration 25Q: 3 clusters Score -304191.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -304197.875000 Penalty: 2809.014160
	Iteration 26Q: 3 clusters Score -304197.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -304204.906250 Penalty: 2809.014160
	Iteration 27Q: 3 clusters Score -304204.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -304213.093750 Penalty: 2809.014160
	Iteration 28Q: 3 clusters Score -304213.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -304221.312500 Penalty: 2809.014160
	Iteration 29Q: 3 clusters Score -304221.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -304229.156250 Penalty: 2809.014160
	Iteration 30Q: 3 clusters Score -304229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -304235.312500 Penalty: 2809.014160
	Iteration 31Q: 3 clusters Score -304235.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -304241.375000 Penalty: 2809.014160
	Iteration 32Q: 3 clusters Score -304241.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -304247.750000 Penalty: 2809.014160
	Iteration 33Q: 3 clusters Score -304247.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -304254.250000 Penalty: 2809.014160
	Iteration 34Q: 3 clusters Score -304254.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -304258.125000 Penalty: 2809.014160
	Iteration 35Q: 3 clusters Score -304258.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -304259.718750 Penalty: 2809.014160
	Iteration 36Q: 3 clusters Score -304259.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -304261.312500 Penalty: 2809.014160
	Iteration 37Q: 3 clusters Score -304261.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -304265.093750 Penalty: 2809.014160
	Iteration 38Q: 3 clusters Score -304265.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -304268.062500 Penalty: 2809.014160
	Iteration 39Q: 3 clusters Score -304268.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -304269.343750 Penalty: 2809.014160
	Iteration 40F: 3 clusters Score -304269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -304272.125000 Penalty: 2809.014160
	Iteration 41Q: 3 clusters Score -304272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -304273.187500 Penalty: 2809.014160
	Iteration 42Q: 3 clusters Score -304273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -304273.531250 Penalty: 2809.014160
	Iteration 43Q: 3 clusters Score -304273.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -304273.906250 Penalty: 2809.014160
	Iteration 44Q: 3 clusters Score -304273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -304274.437500 Penalty: 2809.014160
	Iteration 45Q: 3 clusters Score -304274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -304274.187500 Penalty: 2809.014160
	Iteration 46Q: 3 clusters Score -304274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -304274.187500 Penalty: 2809.014160
	Iteration 47F: 3 clusters Score -304274.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Entering Unmasked Estep 
Score: -417443.375000 Penalty: 1453.807007
	Iteration 0F: 2 clusters Score -417443.4 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 3879 members 
Entering Unmasked Estep 
Score: -411684.875000 Penalty: 2907.614014
	Iteration 0F: 3 clusters Score -411684.9 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -413510.625000 Penalty: 2907.614014
	Iteration 1F: 3 clusters Score -413510.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -413856.500000 Penalty: 2907.614014
	Iteration 2F: 3 clusters Score -413856.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -414277.968750 Penalty: 2907.614014
	Iteration 3F: 3 clusters Score -414278 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -414756.812500 Penalty: 2907.614014
	Iteration 4F: 3 clusters Score -414756.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -415169.406250 Penalty: 2907.614014
	Iteration 5F: 3 clusters Score -415169.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -415486.875000 Penalty: 2907.614014
	Iteration 6F: 3 clusters Score -415486.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -415732.593750 Penalty: 2907.614014
	Iteration 7Q: 3 clusters Score -415732.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -415885.968750 Penalty: 2907.614014
	Iteration 8Q: 3 clusters Score -415886 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -415979.500000 Penalty: 2907.614014
	Iteration 9Q: 3 clusters Score -415979.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -416035.718750 Penalty: 2907.614014
	Iteration 10Q: 3 clusters Score -416035.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -416078.968750 Penalty: 2907.614014
	Iteration 11Q: 3 clusters Score -416079 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -416111.562500 Penalty: 2907.614014
	Iteration 12Q: 3 clusters Score -416111.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -416132.875000 Penalty: 2907.614014
	Iteration 13Q: 3 clusters Score -416132.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -416145.187500 Penalty: 2907.614014
	Iteration 14Q: 3 clusters Score -416145.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -416155.843750 Penalty: 2907.614014
	Iteration 15Q: 3 clusters Score -416155.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -416161.375000 Penalty: 2907.614014
	Iteration 16Q: 3 clusters Score -416161.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -416165.250000 Penalty: 2907.614014
	Iteration 17Q: 3 clusters Score -416165.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -416168.468750 Penalty: 2907.614014
	Iteration 18Q: 3 clusters Score -416168.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -416170.250000 Penalty: 2907.614014
	Iteration 19Q: 3 clusters Score -416170.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -416172.750000 Penalty: 2907.614014
	Iteration 20F: 3 clusters Score -416172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -416172.562500 Penalty: 2907.614014
	Iteration 21Q: 3 clusters Score -416172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -416173.562500 Penalty: 2907.614014
	Iteration 22Q: 3 clusters Score -416173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -416173.718750 Penalty: 2907.614014
	Iteration 23Q: 3 clusters Score -416173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -416174.312500 Penalty: 2907.614014
	Iteration 24Q: 3 clusters Score -416174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -416174.906250 Penalty: 2907.614014
	Iteration 25Q: 3 clusters Score -416174.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -416175.093750 Penalty: 2907.614014
	Iteration 26Q: 3 clusters Score -416175.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -416175.468750 Penalty: 2907.614014
	Iteration 27Q: 3 clusters Score -416175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -416177.375000 Penalty: 2907.614014
	Iteration 28Q: 3 clusters Score -416177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -416177.718750 Penalty: 2907.614014
	Iteration 29Q: 3 clusters Score -416177.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -416178.906250 Penalty: 2907.614014
	Iteration 30Q: 3 clusters Score -416178.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -416180.687500 Penalty: 2907.614014
	Iteration 31Q: 3 clusters Score -416180.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -416181.968750 Penalty: 2907.614014
	Iteration 32Q: 3 clusters Score -416182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -416182.562500 Penalty: 2907.614014
	Iteration 33Q: 3 clusters Score -416182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -416183.375000 Penalty: 2907.614014
	Iteration 34Q: 3 clusters Score -416183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -416183.656250 Penalty: 2907.614014
	Iteration 35Q: 3 clusters Score -416183.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -416184.250000 Penalty: 2907.614014
	Iteration 36Q: 3 clusters Score -416184.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -416185.625000 Penalty: 2907.614014
	Iteration 37Q: 3 clusters Score -416185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -416185.531250 Penalty: 2907.614014
	Iteration 38Q: 3 clusters Score -416185.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -416186.500000 Penalty: 2907.614014
	Iteration 39Q: 3 clusters Score -416186.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -416189.156250 Penalty: 2907.614014
	Iteration 40F: 3 clusters Score -416189.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -416190.593750 Penalty: 2907.614014
	Iteration 41Q: 3 clusters Score -416190.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -416192.343750 Penalty: 2907.614014
	Iteration 42Q: 3 clusters Score -416192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -416193.593750 Penalty: 2907.614014
	Iteration 43Q: 3 clusters Score -416193.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -416194.031250 Penalty: 2907.614014
	Iteration 44Q: 3 clusters Score -416194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -416195.968750 Penalty: 2907.614014
	Iteration 45Q: 3 clusters Score -416196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -416197.062500 Penalty: 2907.614014
	Iteration 46Q: 3 clusters Score -416197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -416198.343750 Penalty: 2907.614014
	Iteration 47Q: 3 clusters Score -416198.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -416199.875000 Penalty: 2907.614014
	Iteration 48Q: 3 clusters Score -416199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -416201.656250 Penalty: 2907.614014
	Iteration 49Q: 3 clusters Score -416201.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -416202.656250 Penalty: 2907.614014
	Iteration 50Q: 3 clusters Score -416202.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -416201.968750 Penalty: 2907.614014
	Iteration 51Q: 3 clusters Score -416202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -416202.000000 Penalty: 2907.614014
	Iteration 52Q: 3 clusters Score -416202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -416202.750000 Penalty: 2907.614014
	Iteration 53Q: 3 clusters Score -416202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -416203.843750 Penalty: 2907.614014
	Iteration 54Q: 3 clusters Score -416203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -416203.312500 Penalty: 2907.614014
	Iteration 55Q: 3 clusters Score -416203.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -416204.343750 Penalty: 2907.614014
	Iteration 56Q: 3 clusters Score -416204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -416205.375000 Penalty: 2907.614014
	Iteration 57Q: 3 clusters Score -416205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -416206.093750 Penalty: 2907.614014
	Iteration 58Q: 3 clusters Score -416206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -416207.218750 Penalty: 2907.614014
	Iteration 59Q: 3 clusters Score -416207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -416207.031250 Penalty: 2907.614014
	Iteration 60F: 3 clusters Score -416207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -416209.062500 Penalty: 2907.614014
	Iteration 61Q: 3 clusters Score -416209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -416209.593750 Penalty: 2907.614014
	Iteration 62Q: 3 clusters Score -416209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -416210.218750 Penalty: 2907.614014
	Iteration 63Q: 3 clusters Score -416210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -416209.406250 Penalty: 2907.614014
	Iteration 64Q: 3 clusters Score -416209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -416210.031250 Penalty: 2907.614014
	Iteration 65Q: 3 clusters Score -416210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -416211.375000 Penalty: 2907.614014
	Iteration 66Q: 3 clusters Score -416211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -416212.406250 Penalty: 2907.614014
	Iteration 67Q: 3 clusters Score -416212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -416212.062500 Penalty: 2907.614014
	Iteration 68Q: 3 clusters Score -416212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -416214.218750 Penalty: 2907.614014
	Iteration 69Q: 3 clusters Score -416214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -416212.781250 Penalty: 2907.614014
	Iteration 70Q: 3 clusters Score -416212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -416213.000000 Penalty: 2907.614014
	Iteration 71Q: 3 clusters Score -416213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -416214.218750 Penalty: 2907.614014
	Iteration 72Q: 3 clusters Score -416214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -416214.000000 Penalty: 2907.614014
	Iteration 73Q: 3 clusters Score -416214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -416214.281250 Penalty: 2907.614014
	Iteration 74Q: 3 clusters Score -416214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -416215.781250 Penalty: 2907.614014
	Iteration 75Q: 3 clusters Score -416215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -416215.812500 Penalty: 2907.614014
	Iteration 76Q: 3 clusters Score -416215.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -416216.750000 Penalty: 2907.614014
	Iteration 77Q: 3 clusters Score -416216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -416216.843750 Penalty: 2907.614014
	Iteration 78Q: 3 clusters Score -416216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -416218.812500 Penalty: 2907.614014
	Iteration 79Q: 3 clusters Score -416218.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -416218.375000 Penalty: 2907.614014
	Iteration 80F: 3 clusters Score -416218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -416218.906250 Penalty: 2907.614014
	Iteration 81Q: 3 clusters Score -416218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -416219.625000 Penalty: 2907.614014
	Iteration 82Q: 3 clusters Score -416219.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -416218.968750 Penalty: 2907.614014
	Iteration 83Q: 3 clusters Score -416219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -416219.625000 Penalty: 2907.614014
	Iteration 84Q: 3 clusters Score -416219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -416219.531250 Penalty: 2907.614014
	Iteration 85Q: 3 clusters Score -416219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -416220.562500 Penalty: 2907.614014
	Iteration 86Q: 3 clusters Score -416220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -416220.156250 Penalty: 2907.614014
	Iteration 87Q: 3 clusters Score -416220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -416220.281250 Penalty: 2907.614014
	Iteration 88Q: 3 clusters Score -416220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -416222.656250 Penalty: 2907.614014
	Iteration 89Q: 3 clusters Score -416222.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -416222.281250 Penalty: 2907.614014
	Iteration 90Q: 3 clusters Score -416222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -416223.718750 Penalty: 2907.614014
	Iteration 91Q: 3 clusters Score -416223.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -416225.718750 Penalty: 2907.614014
	Iteration 92Q: 3 clusters Score -416225.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -416227.531250 Penalty: 2907.614014
	Iteration 93Q: 3 clusters Score -416227.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -416228.343750 Penalty: 2907.614014
	Iteration 94Q: 3 clusters Score -416228.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -416233.406250 Penalty: 2907.614014
	Iteration 95Q: 3 clusters Score -416233.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -416235.312500 Penalty: 2907.614014
	Iteration 96Q: 3 clusters Score -416235.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -416236.343750 Penalty: 2907.614014
	Iteration 97Q: 3 clusters Score -416236.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -416237.312500 Penalty: 2907.614014
	Iteration 98Q: 3 clusters Score -416237.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -416239.093750 Penalty: 2907.614014
	Iteration 99Q: 3 clusters Score -416239.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -416240.625000 Penalty: 2907.614014
	Iteration 100F: 3 clusters Score -416240.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -416242.437500 Penalty: 2907.614014
	Iteration 101Q: 3 clusters Score -416242.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -416245.031250 Penalty: 2907.614014
	Iteration 102Q: 3 clusters Score -416245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -416245.906250 Penalty: 2907.614014
	Iteration 103Q: 3 clusters Score -416245.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -416247.968750 Penalty: 2907.614014
	Iteration 104Q: 3 clusters Score -416248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -416249.125000 Penalty: 2907.614014
	Iteration 105Q: 3 clusters Score -416249.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -416250.968750 Penalty: 2907.614014
	Iteration 106Q: 3 clusters Score -416251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -416255.093750 Penalty: 2907.614014
	Iteration 107Q: 3 clusters Score -416255.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -416259.218750 Penalty: 2907.614014
	Iteration 108Q: 3 clusters Score -416259.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -416263.781250 Penalty: 2907.614014
	Iteration 109Q: 3 clusters Score -416263.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -416266.250000 Penalty: 2907.614014
	Iteration 110Q: 3 clusters Score -416266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -416270.687500 Penalty: 2907.614014
	Iteration 111Q: 3 clusters Score -416270.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -416274.187500 Penalty: 2907.614014
	Iteration 112Q: 3 clusters Score -416274.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -416279.125000 Penalty: 2907.614014
	Iteration 113Q: 3 clusters Score -416279.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -416286.187500 Penalty: 2907.614014
	Iteration 114Q: 3 clusters Score -416286.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -416295.625000 Penalty: 2907.614014
	Iteration 115Q: 3 clusters Score -416295.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -416305.593750 Penalty: 2907.614014
	Iteration 116Q: 3 clusters Score -416305.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -416320.937500 Penalty: 2907.614014
	Iteration 117Q: 3 clusters Score -416320.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -416348.281250 Penalty: 2907.614014
	Iteration 118Q: 3 clusters Score -416348.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -416402.125000 Penalty: 2907.614014
	Iteration 119Q: 3 clusters Score -416402.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -416499.593750 Penalty: 2907.614014
	Iteration 120F: 3 clusters Score -416499.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -416631.781250 Penalty: 2907.614014
	Iteration 121Q: 3 clusters Score -416631.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -416742.906250 Penalty: 2907.614014
	Iteration 122Q: 3 clusters Score -416742.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -416806.406250 Penalty: 2907.614014
	Iteration 123Q: 3 clusters Score -416806.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -416847.968750 Penalty: 2907.614014
	Iteration 124Q: 3 clusters Score -416848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -416878.187500 Penalty: 2907.614014
	Iteration 125Q: 3 clusters Score -416878.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -416906.500000 Penalty: 2907.614014
	Iteration 126Q: 3 clusters Score -416906.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -416928.250000 Penalty: 2907.614014
	Iteration 127Q: 3 clusters Score -416928.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -416942.906250 Penalty: 2907.614014
	Iteration 128Q: 3 clusters Score -416942.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -416961.906250 Penalty: 2907.614014
	Iteration 129Q: 3 clusters Score -416961.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -416976.343750 Penalty: 2907.614014
	Iteration 130Q: 3 clusters Score -416976.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -416991.000000 Penalty: 2907.614014
	Iteration 131Q: 3 clusters Score -416991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -417002.250000 Penalty: 2907.614014
	Iteration 132Q: 3 clusters Score -417002.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -417013.437500 Penalty: 2907.614014
	Iteration 133Q: 3 clusters Score -417013.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -417028.812500 Penalty: 2907.614014
	Iteration 134Q: 3 clusters Score -417028.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -417050.500000 Penalty: 2907.614014
	Iteration 135Q: 3 clusters Score -417050.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -417087.906250 Penalty: 2907.614014
	Iteration 136Q: 3 clusters Score -417087.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -417141.781250 Penalty: 2907.614014
	Iteration 137Q: 3 clusters Score -417141.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -417205.000000 Penalty: 2907.614014
	Iteration 138Q: 3 clusters Score -417205 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -417281.250000 Penalty: 2907.614014
	Iteration 139Q: 3 clusters Score -417281.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -417406.343750 Penalty: 2907.614014
	Iteration 140F: 3 clusters Score -417406.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -417559.437500 Penalty: 2907.614014
	Iteration 141Q: 3 clusters Score -417559.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -417662.125000 Penalty: 2907.614014
	Iteration 142Q: 3 clusters Score -417662.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -417728.093750 Penalty: 2907.614014
	Iteration 143Q: 3 clusters Score -417728.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -417772.000000 Penalty: 2907.614014
	Iteration 144Q: 3 clusters Score -417772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -417801.312500 Penalty: 2907.614014
	Iteration 145Q: 3 clusters Score -417801.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -417811.093750 Penalty: 2907.614014
	Iteration 146Q: 3 clusters Score -417811.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -417822.187500 Penalty: 2907.614014
	Iteration 147Q: 3 clusters Score -417822.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -417831.531250 Penalty: 2907.614014
	Iteration 148Q: 3 clusters Score -417831.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -417836.750000 Penalty: 2907.614014
	Iteration 149Q: 3 clusters Score -417836.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -417838.156250 Penalty: 2907.614014
	Iteration 150Q: 3 clusters Score -417838.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -417841.500000 Penalty: 2907.614014
	Iteration 151Q: 3 clusters Score -417841.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -417843.937500 Penalty: 2907.614014
	Iteration 152Q: 3 clusters Score -417843.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -417848.687500 Penalty: 2907.614014
	Iteration 153Q: 3 clusters Score -417848.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -417853.375000 Penalty: 2907.614014
	Iteration 154Q: 3 clusters Score -417853.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -417856.281250 Penalty: 2907.614014
	Iteration 155Q: 3 clusters Score -417856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -417857.281250 Penalty: 2907.614014
	Iteration 156Q: 3 clusters Score -417857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -417857.156250 Penalty: 2907.614014
	Iteration 157Q: 3 clusters Score -417857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -417857.593750 Penalty: 2907.614014
	Iteration 158Q: 3 clusters Score -417857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -417858.062500 Penalty: 2907.614014
	Iteration 159Q: 3 clusters Score -417858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -417858.812500 Penalty: 2907.614014
	Iteration 160F: 3 clusters Score -417858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -417859.781250 Penalty: 2907.614014
	Iteration 161Q: 3 clusters Score -417859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -417859.437500 Penalty: 2907.614014
	Iteration 162Q: 3 clusters Score -417859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -417859.437500 Penalty: 2907.614014
	Iteration 163F: 3 clusters Score -417859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 25862 members 
Mstep: Class 3 contains 95460 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 8717 members 
Mstep: Class 6 contains 11852 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 18125 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 40095 members 
Mstep: Class 15 contains 250830 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 38770 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 7480 members 
Mstep: Class 23 contains 3694 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 3078 members 
Mstep: Class 28 contains 5486 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 3735 members 
Entering Unmasked Estep 
Score: -34129308.000000 Penalty: 67216.164062
Splitting cluster 10 changes total score from -34129704.000000 to -34129308.000000
So it's not getting split.
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: -59348.375000 Penalty: 1144.655396
	Iteration 0F: 2 clusters Score -59348.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -57896.339844 Penalty: 2289.310791
	Iteration 0F: 3 clusters Score -57896.34 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -58203.425781 Penalty: 2289.310791
	Iteration 1F: 3 clusters Score -58203.43 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58275.464844 Penalty: 2289.310791
	Iteration 2F: 3 clusters Score -58275.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -58322.792969 Penalty: 2289.310791
	Iteration 3Q: 3 clusters Score -58322.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -58352.675781 Penalty: 2289.310791
	Iteration 4Q: 3 clusters Score -58352.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58379.281250 Penalty: 2289.310791
	Iteration 5Q: 3 clusters Score -58379.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -58401.312500 Penalty: 2289.310791
	Iteration 6Q: 3 clusters Score -58401.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -58418.750000 Penalty: 2289.310791
	Iteration 7Q: 3 clusters Score -58418.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58435.347656 Penalty: 2289.310791
	Iteration 8Q: 3 clusters Score -58435.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58449.796875 Penalty: 2289.310791
	Iteration 9Q: 3 clusters Score -58449.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -58457.710938 Penalty: 2289.310791
	Iteration 10Q: 3 clusters Score -58457.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -58465.035156 Penalty: 2289.310791
	Iteration 11Q: 3 clusters Score -58465.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -58468.914062 Penalty: 2289.310791
	Iteration 12Q: 3 clusters Score -58468.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -58471.308594 Penalty: 2289.310791
	Iteration 13Q: 3 clusters Score -58471.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -58472.347656 Penalty: 2289.310791
	Iteration 14Q: 3 clusters Score -58472.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -58472.777344 Penalty: 2289.310791
	Iteration 15Q: 3 clusters Score -58472.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -58472.777344 Penalty: 2289.310791
	Iteration 16F: 3 clusters Score -58472.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Entering Unmasked Estep 
Score: -1045157.937500 Penalty: 1593.320190
	Iteration 0F: 2 clusters Score -1045158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1032786.125000 Penalty: 3186.640381
	Iteration 0F: 3 clusters Score -1032786 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1037359.625000 Penalty: 3186.640381
	Iteration 1F: 3 clusters Score -1037360 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1038046.375000 Penalty: 3186.640381
	Iteration 2F: 3 clusters Score -1038046 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1038850.000000 Penalty: 3186.640381
	Iteration 3F: 3 clusters Score -1038850 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1039718.187500 Penalty: 3186.640381
	Iteration 4F: 3 clusters Score -1039718 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1040477.562500 Penalty: 3186.640381
	Iteration 5F: 3 clusters Score -1040478 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1040979.250000 Penalty: 3186.640381
	Iteration 6F: 3 clusters Score -1040979 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1041338.750000 Penalty: 3186.640381
	Iteration 7Q: 3 clusters Score -1041339 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1041635.375000 Penalty: 3186.640381
	Iteration 8Q: 3 clusters Score -1041635 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1041909.250000 Penalty: 3186.640381
	Iteration 9Q: 3 clusters Score -1041909 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1042250.812500 Penalty: 3186.640381
	Iteration 10Q: 3 clusters Score -1042251 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1042623.937500 Penalty: 3186.640381
	Iteration 11Q: 3 clusters Score -1042624 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1042902.437500 Penalty: 3186.640381
	Iteration 12Q: 3 clusters Score -1042902 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1043063.562500 Penalty: 3186.640381
	Iteration 13Q: 3 clusters Score -1043064 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1043137.187500 Penalty: 3186.640381
	Iteration 14Q: 3 clusters Score -1043137 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1043183.750000 Penalty: 3186.640381
	Iteration 15Q: 3 clusters Score -1043184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1043213.625000 Penalty: 3186.640381
	Iteration 16Q: 3 clusters Score -1043214 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1043237.750000 Penalty: 3186.640381
	Iteration 17Q: 3 clusters Score -1043238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1043259.562500 Penalty: 3186.640381
	Iteration 18Q: 3 clusters Score -1043260 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1043275.250000 Penalty: 3186.640381
	Iteration 19Q: 3 clusters Score -1043275 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1043307.437500 Penalty: 3186.640381
	Iteration 20F: 3 clusters Score -1043307 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1043326.500000 Penalty: 3186.640381
	Iteration 21Q: 3 clusters Score -1043326 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1043346.562500 Penalty: 3186.640381
	Iteration 22Q: 3 clusters Score -1043347 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1043365.875000 Penalty: 3186.640381
	Iteration 23Q: 3 clusters Score -1043366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1043392.375000 Penalty: 3186.640381
	Iteration 24Q: 3 clusters Score -1043392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1043418.250000 Penalty: 3186.640381
	Iteration 25Q: 3 clusters Score -1043418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1043443.625000 Penalty: 3186.640381
	Iteration 26Q: 3 clusters Score -1043444 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1043476.125000 Penalty: 3186.640381
	Iteration 27Q: 3 clusters Score -1043476 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1043494.937500 Penalty: 3186.640381
	Iteration 28Q: 3 clusters Score -1043495 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1043523.812500 Penalty: 3186.640381
	Iteration 29Q: 3 clusters Score -1043524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1043549.750000 Penalty: 3186.640381
	Iteration 30Q: 3 clusters Score -1043550 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1043577.562500 Penalty: 3186.640381
	Iteration 31Q: 3 clusters Score -1043578 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1043603.187500 Penalty: 3186.640381
	Iteration 32Q: 3 clusters Score -1043603 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1043630.187500 Penalty: 3186.640381
	Iteration 33Q: 3 clusters Score -1043630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1043654.000000 Penalty: 3186.640381
	Iteration 34Q: 3 clusters Score -1043654 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1043682.437500 Penalty: 3186.640381
	Iteration 35Q: 3 clusters Score -1043682 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1043709.437500 Penalty: 3186.640381
	Iteration 36Q: 3 clusters Score -1043709 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1043736.750000 Penalty: 3186.640381
	Iteration 37Q: 3 clusters Score -1043737 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1043757.500000 Penalty: 3186.640381
	Iteration 38Q: 3 clusters Score -1043758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1043774.125000 Penalty: 3186.640381
	Iteration 39Q: 3 clusters Score -1043774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1043789.125000 Penalty: 3186.640381
	Iteration 40F: 3 clusters Score -1043789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1043800.125000 Penalty: 3186.640381
	Iteration 41Q: 3 clusters Score -1043800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1043810.250000 Penalty: 3186.640381
	Iteration 42Q: 3 clusters Score -1043810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1043823.375000 Penalty: 3186.640381
	Iteration 43Q: 3 clusters Score -1043823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1043828.250000 Penalty: 3186.640381
	Iteration 44Q: 3 clusters Score -1043828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1043833.812500 Penalty: 3186.640381
	Iteration 45Q: 3 clusters Score -1043834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1043840.687500 Penalty: 3186.640381
	Iteration 46Q: 3 clusters Score -1043841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1043849.000000 Penalty: 3186.640381
	Iteration 47Q: 3 clusters Score -1043849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1043859.125000 Penalty: 3186.640381
	Iteration 48Q: 3 clusters Score -1043859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1043873.062500 Penalty: 3186.640381
	Iteration 49Q: 3 clusters Score -1043873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1043883.000000 Penalty: 3186.640381
	Iteration 50Q: 3 clusters Score -1043883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1043892.875000 Penalty: 3186.640381
	Iteration 51Q: 3 clusters Score -1043893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1043901.562500 Penalty: 3186.640381
	Iteration 52Q: 3 clusters Score -1043902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1043906.187500 Penalty: 3186.640381
	Iteration 53Q: 3 clusters Score -1043906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1043911.500000 Penalty: 3186.640381
	Iteration 54Q: 3 clusters Score -1043912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1043919.937500 Penalty: 3186.640381
	Iteration 55Q: 3 clusters Score -1043920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1043924.937500 Penalty: 3186.640381
	Iteration 56Q: 3 clusters Score -1043925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1043928.312500 Penalty: 3186.640381
	Iteration 57Q: 3 clusters Score -1043928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1043933.750000 Penalty: 3186.640381
	Iteration 58Q: 3 clusters Score -1043934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1043936.000000 Penalty: 3186.640381
	Iteration 59Q: 3 clusters Score -1043936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1043940.000000 Penalty: 3186.640381
	Iteration 60F: 3 clusters Score -1043940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1043945.375000 Penalty: 3186.640381
	Iteration 61Q: 3 clusters Score -1043945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1043948.562500 Penalty: 3186.640381
	Iteration 62Q: 3 clusters Score -1043949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1043951.062500 Penalty: 3186.640381
	Iteration 63Q: 3 clusters Score -1043951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1043953.250000 Penalty: 3186.640381
	Iteration 64Q: 3 clusters Score -1043953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1043957.687500 Penalty: 3186.640381
	Iteration 65Q: 3 clusters Score -1043958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1043961.937500 Penalty: 3186.640381
	Iteration 66Q: 3 clusters Score -1043962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1043966.312500 Penalty: 3186.640381
	Iteration 67Q: 3 clusters Score -1043966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1043968.937500 Penalty: 3186.640381
	Iteration 68Q: 3 clusters Score -1043969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1043970.937500 Penalty: 3186.640381
	Iteration 69Q: 3 clusters Score -1043971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1043972.687500 Penalty: 3186.640381
	Iteration 70Q: 3 clusters Score -1043973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1043976.062500 Penalty: 3186.640381
	Iteration 71Q: 3 clusters Score -1043976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1043977.875000 Penalty: 3186.640381
	Iteration 72Q: 3 clusters Score -1043978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1043977.687500 Penalty: 3186.640381
	Iteration 73Q: 3 clusters Score -1043978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1043981.437500 Penalty: 3186.640381
	Iteration 74Q: 3 clusters Score -1043981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1043983.062500 Penalty: 3186.640381
	Iteration 75Q: 3 clusters Score -1043983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1043984.437500 Penalty: 3186.640381
	Iteration 76Q: 3 clusters Score -1043984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1043985.875000 Penalty: 3186.640381
	Iteration 77Q: 3 clusters Score -1043986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1043987.437500 Penalty: 3186.640381
	Iteration 78Q: 3 clusters Score -1043987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1043987.500000 Penalty: 3186.640381
	Iteration 79Q: 3 clusters Score -1043988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1043989.437500 Penalty: 3186.640381
	Iteration 80F: 3 clusters Score -1043989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1043989.625000 Penalty: 3186.640381
	Iteration 81Q: 3 clusters Score -1043990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1043990.687500 Penalty: 3186.640381
	Iteration 82Q: 3 clusters Score -1043991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1043992.937500 Penalty: 3186.640381
	Iteration 83Q: 3 clusters Score -1043993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1043994.000000 Penalty: 3186.640381
	Iteration 84Q: 3 clusters Score -1043994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1043993.937500 Penalty: 3186.640381
	Iteration 85Q: 3 clusters Score -1043994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1043994.750000 Penalty: 3186.640381
	Iteration 86Q: 3 clusters Score -1043995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1043995.625000 Penalty: 3186.640381
	Iteration 87Q: 3 clusters Score -1043996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1043997.250000 Penalty: 3186.640381
	Iteration 88Q: 3 clusters Score -1043997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1043999.750000 Penalty: 3186.640381
	Iteration 89Q: 3 clusters Score -1044000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1044004.000000 Penalty: 3186.640381
	Iteration 90Q: 3 clusters Score -1044004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1044009.437500 Penalty: 3186.640381
	Iteration 91Q: 3 clusters Score -1044009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1044017.125000 Penalty: 3186.640381
	Iteration 92Q: 3 clusters Score -1044017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1044021.875000 Penalty: 3186.640381
	Iteration 93Q: 3 clusters Score -1044022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1044027.375000 Penalty: 3186.640381
	Iteration 94Q: 3 clusters Score -1044027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1044027.437500 Penalty: 3186.640381
	Iteration 95Q: 3 clusters Score -1044027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1044028.375000 Penalty: 3186.640381
	Iteration 96Q: 3 clusters Score -1044028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1044029.562500 Penalty: 3186.640381
	Iteration 97Q: 3 clusters Score -1044030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1044030.750000 Penalty: 3186.640381
	Iteration 98Q: 3 clusters Score -1044031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1044032.312500 Penalty: 3186.640381
	Iteration 99Q: 3 clusters Score -1044032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1044030.875000 Penalty: 3186.640381
	Iteration 100F: 3 clusters Score -1044031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1044030.875000 Penalty: 3186.640381
	Iteration 101Q: 3 clusters Score -1044031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1044030.875000 Penalty: 3186.640381
	Iteration 102F: 3 clusters Score -1044031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Entering Unmasked Estep 
Score: -603885.062500 Penalty: 1509.922119
	Iteration 0F: 2 clusters Score -603885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -596114.812500 Penalty: 3019.844238
	Iteration 0F: 3 clusters Score -596114.8 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -598608.937500 Penalty: 3019.844238
	Iteration 1F: 3 clusters Score -598608.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -598878.562500 Penalty: 3019.844238
	Iteration 2F: 3 clusters Score -598878.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -599126.937500 Penalty: 3019.844238
	Iteration 3Q: 3 clusters Score -599126.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -599364.000000 Penalty: 3019.844238
	Iteration 4Q: 3 clusters Score -599364 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -599631.500000 Penalty: 3019.844238
	Iteration 5Q: 3 clusters Score -599631.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -599945.437500 Penalty: 3019.844238
	Iteration 6Q: 3 clusters Score -599945.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -600344.812500 Penalty: 3019.844238
	Iteration 7F: 3 clusters Score -600344.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -600824.250000 Penalty: 3019.844238
	Iteration 8F: 3 clusters Score -600824.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -601326.875000 Penalty: 3019.844238
	Iteration 9F: 3 clusters Score -601326.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -601815.250000 Penalty: 3019.844238
	Iteration 10F: 3 clusters Score -601815.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -602233.500000 Penalty: 3019.844238
	Iteration 11Q: 3 clusters Score -602233.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -602549.937500 Penalty: 3019.844238
	Iteration 12Q: 3 clusters Score -602549.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -602804.437500 Penalty: 3019.844238
	Iteration 13Q: 3 clusters Score -602804.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -602986.750000 Penalty: 3019.844238
	Iteration 14Q: 3 clusters Score -602986.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -603086.937500 Penalty: 3019.844238
	Iteration 15Q: 3 clusters Score -603086.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -603150.000000 Penalty: 3019.844238
	Iteration 16Q: 3 clusters Score -603150 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -603180.937500 Penalty: 3019.844238
	Iteration 17Q: 3 clusters Score -603180.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -603196.812500 Penalty: 3019.844238
	Iteration 18Q: 3 clusters Score -603196.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -603205.312500 Penalty: 3019.844238
	Iteration 19Q: 3 clusters Score -603205.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -603209.562500 Penalty: 3019.844238
	Iteration 20F: 3 clusters Score -603209.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -603213.312500 Penalty: 3019.844238
	Iteration 21Q: 3 clusters Score -603213.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -603215.187500 Penalty: 3019.844238
	Iteration 22Q: 3 clusters Score -603215.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -603218.187500 Penalty: 3019.844238
	Iteration 23Q: 3 clusters Score -603218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -603218.312500 Penalty: 3019.844238
	Iteration 24Q: 3 clusters Score -603218.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -603219.437500 Penalty: 3019.844238
	Iteration 25Q: 3 clusters Score -603219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -603220.937500 Penalty: 3019.844238
	Iteration 26Q: 3 clusters Score -603220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -603221.437500 Penalty: 3019.844238
	Iteration 27Q: 3 clusters Score -603221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -603221.187500 Penalty: 3019.844238
	Iteration 28Q: 3 clusters Score -603221.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -603220.187500 Penalty: 3019.844238
	Iteration 29Q: 3 clusters Score -603220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -603219.687500 Penalty: 3019.844238
	Iteration 30Q: 3 clusters Score -603219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -603219.687500 Penalty: 3019.844238
	Iteration 31F: 3 clusters Score -603219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Entering Unmasked Estep 
Score: -2322572.750000 Penalty: 1722.338623
	Iteration 0F: 2 clusters Score -2322573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2295701.000000 Penalty: 3444.677246
	Iteration 0F: 3 clusters Score -2295701 nChanged 18667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2306190.250000 Penalty: 3444.677246
	Iteration 1F: 3 clusters Score -2306190 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2306676.500000 Penalty: 3444.677246
	Iteration 2Q: 3 clusters Score -2306676 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2307215.000000 Penalty: 3444.677246
	Iteration 3Q: 3 clusters Score -2307215 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2307915.000000 Penalty: 3444.677246
	Iteration 4Q: 3 clusters Score -2307915 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2309001.000000 Penalty: 3444.677246
	Iteration 5F: 3 clusters Score -2309001 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -2310652.750000 Penalty: 3444.677246
	Iteration 6F: 3 clusters Score -2310653 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -2312997.250000 Penalty: 3444.677246
	Iteration 7F: 3 clusters Score -2312997 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -2315769.500000 Penalty: 3444.677246
	Iteration 8F: 3 clusters Score -2315770 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -2318271.750000 Penalty: 3444.677246
	Iteration 9F: 3 clusters Score -2318272 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -2319790.750000 Penalty: 3444.677246
	Iteration 10Q: 3 clusters Score -2319791 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -2320471.500000 Penalty: 3444.677246
	Iteration 11Q: 3 clusters Score -2320472 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -2320786.500000 Penalty: 3444.677246
	Iteration 12Q: 3 clusters Score -2320786 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -2320921.750000 Penalty: 3444.677246
	Iteration 13Q: 3 clusters Score -2320922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -2320998.250000 Penalty: 3444.677246
	Iteration 14Q: 3 clusters Score -2320998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -2321049.500000 Penalty: 3444.677246
	Iteration 15Q: 3 clusters Score -2321050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -2321075.500000 Penalty: 3444.677246
	Iteration 16Q: 3 clusters Score -2321076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -2321091.000000 Penalty: 3444.677246
	Iteration 17Q: 3 clusters Score -2321091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -2321094.750000 Penalty: 3444.677246
	Iteration 18Q: 3 clusters Score -2321095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -2321104.000000 Penalty: 3444.677246
	Iteration 19Q: 3 clusters Score -2321104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -2321107.250000 Penalty: 3444.677246
	Iteration 20F: 3 clusters Score -2321107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -2321109.000000 Penalty: 3444.677246
	Iteration 21Q: 3 clusters Score -2321109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -2321109.000000 Penalty: 3444.677246
	Iteration 22F: 3 clusters Score -2321109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (250830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250830 members 
Entering Unmasked Estep 
Score: -14614511.000000 Penalty: 2020.286133
	Iteration 0F: 2 clusters Score -1.461451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125534 members 
Mstep: Class 2 contains 125296 members 
Entering Unmasked Estep 
Score: -14445245.000000 Penalty: 4040.572266
	Iteration 0F: 3 clusters Score -1.444524e+07 nChanged 121845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127993 members 
Mstep: Class 2 contains 122837 members 
Entering Unmasked Estep 
Score: -14518074.000000 Penalty: 4040.572266
	Iteration 1F: 3 clusters Score -1.451807e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130216 members 
Mstep: Class 2 contains 120614 members 
Entering Unmasked Estep 
Score: -14520194.000000 Penalty: 4040.572266
	Iteration 2Q: 3 clusters Score -1.452019e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133704 members 
Mstep: Class 2 contains 117126 members 
Entering Unmasked Estep 
Score: -14523493.000000 Penalty: 4040.572266
	Iteration 3Q: 3 clusters Score -1.452349e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139017 members 
Mstep: Class 2 contains 111813 members 
Entering Unmasked Estep 
Score: -14528715.000000 Penalty: 4040.572266
	Iteration 4Q: 3 clusters Score -1.452872e+07 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146081 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -14536611.000000 Penalty: 4040.572266
	Iteration 5F: 3 clusters Score -1.453661e+07 nChanged 15594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154129 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -14546611.000000 Penalty: 4040.572266
	Iteration 6F: 3 clusters Score -1.454661e+07 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161798 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -14558346.000000 Penalty: 4040.572266
	Iteration 7F: 3 clusters Score -1.455835e+07 nChanged 15376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167308 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
Score: -14573603.000000 Penalty: 4040.572266
	Iteration 8F: 3 clusters Score -1.45736e+07 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169113 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -14590877.000000 Penalty: 4040.572266
	Iteration 9F: 3 clusters Score -1.459088e+07 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167970 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -14601329.000000 Penalty: 4040.572266
	Iteration 10F: 3 clusters Score -1.460133e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166124 members 
Mstep: Class 2 contains 84706 members 
Entering Unmasked Estep 
Score: -14605119.000000 Penalty: 4040.572266
	Iteration 11Q: 3 clusters Score -1.460512e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163963 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -14607185.000000 Penalty: 4040.572266
	Iteration 12Q: 3 clusters Score -1.460718e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161435 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -14608903.000000 Penalty: 4040.572266
	Iteration 13Q: 3 clusters Score -1.46089e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158409 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -14610622.000000 Penalty: 4040.572266
	Iteration 14Q: 3 clusters Score -1.461062e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154927 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -14612546.000000 Penalty: 4040.572266
	Iteration 15Q: 3 clusters Score -1.461255e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 99654 members 
Entering Unmasked Estep 
Score: -14614318.000000 Penalty: 4040.572266
	Iteration 16Q: 3 clusters Score -1.461432e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147202 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -14616244.000000 Penalty: 4040.572266
	Iteration 17Q: 3 clusters Score -1.461624e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143151 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -14618255.000000 Penalty: 4040.572266
	Iteration 18Q: 3 clusters Score -1.461826e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138946 members 
Mstep: Class 2 contains 111884 members 
Entering Unmasked Estep 
Score: -14620528.000000 Penalty: 4040.572266
	Iteration 19Q: 3 clusters Score -1.462053e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134710 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -14622726.000000 Penalty: 4040.572266
	Iteration 20F: 3 clusters Score -1.462273e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130631 members 
Mstep: Class 2 contains 120199 members 
Entering Unmasked Estep 
Score: -14624782.000000 Penalty: 4040.572266
	Iteration 21Q: 3 clusters Score -1.462478e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126914 members 
Mstep: Class 2 contains 123916 members 
Entering Unmasked Estep 
Score: -14626594.000000 Penalty: 4040.572266
	Iteration 22Q: 3 clusters Score -1.462659e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123700 members 
Mstep: Class 2 contains 127130 members 
Entering Unmasked Estep 
Score: -14627817.000000 Penalty: 4040.572266
	Iteration 23Q: 3 clusters Score -1.462782e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121032 members 
Mstep: Class 2 contains 129798 members 
Entering Unmasked Estep 
Score: -14628617.000000 Penalty: 4040.572266
	Iteration 24Q: 3 clusters Score -1.462862e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118939 members 
Mstep: Class 2 contains 131891 members 
Entering Unmasked Estep 
Score: -14629120.000000 Penalty: 4040.572266
	Iteration 25Q: 3 clusters Score -1.462912e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117308 members 
Mstep: Class 2 contains 133522 members 
Entering Unmasked Estep 
Score: -14629379.000000 Penalty: 4040.572266
	Iteration 26Q: 3 clusters Score -1.462938e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 134796 members 
Entering Unmasked Estep 
Score: -14629533.000000 Penalty: 4040.572266
	Iteration 27Q: 3 clusters Score -1.462953e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 135783 members 
Entering Unmasked Estep 
Score: -14629586.000000 Penalty: 4040.572266
	Iteration 28Q: 3 clusters Score -1.462959e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114336 members 
Mstep: Class 2 contains 136494 members 
Entering Unmasked Estep 
Score: -14629621.000000 Penalty: 4040.572266
	Iteration 29Q: 3 clusters Score -1.462962e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113815 members 
Mstep: Class 2 contains 137015 members 
Entering Unmasked Estep 
Score: -14629635.000000 Penalty: 4040.572266
	Iteration 30Q: 3 clusters Score -1.462964e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113408 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -14629678.000000 Penalty: 4040.572266
	Iteration 31Q: 3 clusters Score -1.462968e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113084 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -14629697.000000 Penalty: 4040.572266
	Iteration 32Q: 3 clusters Score -1.46297e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112838 members 
Mstep: Class 2 contains 137992 members 
Entering Unmasked Estep 
Score: -14629650.000000 Penalty: 4040.572266
	Iteration 33Q: 3 clusters Score -1.462965e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 138184 members 
Entering Unmasked Estep 
Score: -14629669.000000 Penalty: 4040.572266
	Iteration 34Q: 3 clusters Score -1.462967e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112514 members 
Mstep: Class 2 contains 138316 members 
Entering Unmasked Estep 
Score: -14629668.000000 Penalty: 4040.572266
	Iteration 35Q: 3 clusters Score -1.462967e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112391 members 
Mstep: Class 2 contains 138439 members 
Entering Unmasked Estep 
Score: -14629671.000000 Penalty: 4040.572266
	Iteration 36Q: 3 clusters Score -1.462967e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112286 members 
Mstep: Class 2 contains 138544 members 
Entering Unmasked Estep 
Score: -14629710.000000 Penalty: 4040.572266
	Iteration 37Q: 3 clusters Score -1.462971e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112202 members 
Mstep: Class 2 contains 138628 members 
Entering Unmasked Estep 
Score: -14629705.000000 Penalty: 4040.572266
	Iteration 38Q: 3 clusters Score -1.46297e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112138 members 
Mstep: Class 2 contains 138692 members 
Entering Unmasked Estep 
Score: -14629730.000000 Penalty: 4040.572266
	Iteration 39Q: 3 clusters Score -1.462973e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112082 members 
Mstep: Class 2 contains 138748 members 
Entering Unmasked Estep 
Score: -14629730.000000 Penalty: 4040.572266
	Iteration 40F: 3 clusters Score -1.462973e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112043 members 
Mstep: Class 2 contains 138787 members 
Entering Unmasked Estep 
Score: -14629714.000000 Penalty: 4040.572266
	Iteration 41Q: 3 clusters Score -1.462971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112018 members 
Mstep: Class 2 contains 138812 members 
Entering Unmasked Estep 
Score: -14629730.000000 Penalty: 4040.572266
	Iteration 42Q: 3 clusters Score -1.462973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112005 members 
Mstep: Class 2 contains 138825 members 
Entering Unmasked Estep 
Score: -14629719.000000 Penalty: 4040.572266
	Iteration 43Q: 3 clusters Score -1.462972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111992 members 
Mstep: Class 2 contains 138838 members 
Entering Unmasked Estep 
Score: -14629722.000000 Penalty: 4040.572266
	Iteration 44Q: 3 clusters Score -1.462972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111978 members 
Mstep: Class 2 contains 138852 members 
Entering Unmasked Estep 
Score: -14629729.000000 Penalty: 4040.572266
	Iteration 45Q: 3 clusters Score -1.462973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 138865 members 
Entering Unmasked Estep 
Score: -14629721.000000 Penalty: 4040.572266
	Iteration 46Q: 3 clusters Score -1.462972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111959 members 
Mstep: Class 2 contains 138871 members 
Entering Unmasked Estep 
Score: -14629724.000000 Penalty: 4040.572266
	Iteration 47Q: 3 clusters Score -1.462972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111954 members 
Mstep: Class 2 contains 138876 members 
Entering Unmasked Estep 
Score: -14629719.000000 Penalty: 4040.572266
	Iteration 48Q: 3 clusters Score -1.462972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 138881 members 
Entering Unmasked Estep 
Score: -14629720.000000 Penalty: 4040.572266
	Iteration 49Q: 3 clusters Score -1.462972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111946 members 
Mstep: Class 2 contains 138884 members 
Entering Unmasked Estep 
Score: -14629722.000000 Penalty: 4040.572266
	Iteration 50Q: 3 clusters Score -1.462972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111939 members 
Mstep: Class 2 contains 138891 members 
Entering Unmasked Estep 
Score: -14629727.000000 Penalty: 4040.572266
	Iteration 51Q: 3 clusters Score -1.462973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111931 members 
Mstep: Class 2 contains 138899 members 
Entering Unmasked Estep 
Score: -14629726.000000 Penalty: 4040.572266
	Iteration 52Q: 3 clusters Score -1.462973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111922 members 
Mstep: Class 2 contains 138908 members 
Entering Unmasked Estep 
Score: -14629729.000000 Penalty: 4040.572266
	Iteration 53Q: 3 clusters Score -1.462973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111909 members 
Mstep: Class 2 contains 138921 members 
Entering Unmasked Estep 
Score: -14629732.000000 Penalty: 4040.572266
	Iteration 54Q: 3 clusters Score -1.462973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111895 members 
Mstep: Class 2 contains 138935 members 
Entering Unmasked Estep 
Score: -14629727.000000 Penalty: 4040.572266
	Iteration 55Q: 3 clusters Score -1.462973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -14629716.000000 Penalty: 4040.572266
	Iteration 56Q: 3 clusters Score -1.462972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111879 members 
Mstep: Class 2 contains 138951 members 
Entering Unmasked Estep 
Score: -14629715.000000 Penalty: 4040.572266
	Iteration 57Q: 3 clusters Score -1.462972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 138954 members 
Entering Unmasked Estep 
Score: -14629715.000000 Penalty: 4040.572266
	Iteration 58Q: 3 clusters Score -1.462972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 138955 members 
Entering Unmasked Estep 
Score: -14629721.000000 Penalty: 4040.572266
	Iteration 59Q: 3 clusters Score -1.462972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 138955 members 
Entering Unmasked Estep 
Score: -14629721.000000 Penalty: 4040.572266
	Iteration 60F: 3 clusters Score -1.462972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 25862 members 
Mstep: Class 3 contains 95460 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 8717 members 
Mstep: Class 6 contains 11852 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 18125 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 40095 members 
Mstep: Class 15 contains 111875 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 38770 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 7480 members 
Mstep: Class 23 contains 3694 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 3078 members 
Mstep: Class 28 contains 5486 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 138955 members 
Entering Unmasked Estep 
Score: -34145056.000000 Penalty: 67216.164062
Splitting cluster 15 changes total score from -34129704.000000 to -34145056.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -153122.859375 Penalty: 1291.555176
	Iteration 0F: 2 clusters Score -153122.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -150497.546875 Penalty: 2583.110352
	Iteration 0F: 3 clusters Score -150497.5 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -151198.609375 Penalty: 2583.110352
	Iteration 1F: 3 clusters Score -151198.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -151378.796875 Penalty: 2583.110352
	Iteration 2F: 3 clusters Score -151378.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -151496.109375 Penalty: 2583.110352
	Iteration 3F: 3 clusters Score -151496.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -151586.218750 Penalty: 2583.110352
	Iteration 4Q: 3 clusters Score -151586.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -151681.531250 Penalty: 2583.110352
	Iteration 5Q: 3 clusters Score -151681.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -151757.031250 Penalty: 2583.110352
	Iteration 6Q: 3 clusters Score -151757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -151817.421875 Penalty: 2583.110352
	Iteration 7Q: 3 clusters Score -151817.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -151883.437500 Penalty: 2583.110352
	Iteration 8Q: 3 clusters Score -151883.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -151931.765625 Penalty: 2583.110352
	Iteration 9Q: 3 clusters Score -151931.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -151975.062500 Penalty: 2583.110352
	Iteration 10Q: 3 clusters Score -151975.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -152029.656250 Penalty: 2583.110352
	Iteration 11Q: 3 clusters Score -152029.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -152080.593750 Penalty: 2583.110352
	Iteration 12Q: 3 clusters Score -152080.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -152130.015625 Penalty: 2583.110352
	Iteration 13Q: 3 clusters Score -152130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -152183.203125 Penalty: 2583.110352
	Iteration 14Q: 3 clusters Score -152183.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -152235.968750 Penalty: 2583.110352
	Iteration 15Q: 3 clusters Score -152236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -152281.312500 Penalty: 2583.110352
	Iteration 16Q: 3 clusters Score -152281.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -152319.546875 Penalty: 2583.110352
	Iteration 17Q: 3 clusters Score -152319.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -152359.093750 Penalty: 2583.110352
	Iteration 18Q: 3 clusters Score -152359.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -152391.000000 Penalty: 2583.110352
	Iteration 19Q: 3 clusters Score -152391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -152405.484375 Penalty: 2583.110352
	Iteration 20F: 3 clusters Score -152405.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -152413.984375 Penalty: 2583.110352
	Iteration 21Q: 3 clusters Score -152414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -152420.093750 Penalty: 2583.110352
	Iteration 22Q: 3 clusters Score -152420.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -152430.062500 Penalty: 2583.110352
	Iteration 23Q: 3 clusters Score -152430.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -152438.156250 Penalty: 2583.110352
	Iteration 24Q: 3 clusters Score -152438.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -152446.406250 Penalty: 2583.110352
	Iteration 25Q: 3 clusters Score -152446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -152456.453125 Penalty: 2583.110352
	Iteration 26Q: 3 clusters Score -152456.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -152465.218750 Penalty: 2583.110352
	Iteration 27Q: 3 clusters Score -152465.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -152474.078125 Penalty: 2583.110352
	Iteration 28Q: 3 clusters Score -152474.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -152479.343750 Penalty: 2583.110352
	Iteration 29Q: 3 clusters Score -152479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -152482.734375 Penalty: 2583.110352
	Iteration 30Q: 3 clusters Score -152482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -152488.078125 Penalty: 2583.110352
	Iteration 31Q: 3 clusters Score -152488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -152490.812500 Penalty: 2583.110352
	Iteration 32Q: 3 clusters Score -152490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -152493.046875 Penalty: 2583.110352
	Iteration 33Q: 3 clusters Score -152493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -152496.250000 Penalty: 2583.110352
	Iteration 34Q: 3 clusters Score -152496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -152497.875000 Penalty: 2583.110352
	Iteration 35Q: 3 clusters Score -152497.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -152497.875000 Penalty: 2583.110352
	Iteration 36F: 3 clusters Score -152497.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Entering Unmasked Estep 
Score: -408948.906250 Penalty: 1443.681641
	Iteration 0F: 2 clusters Score -408948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -403602.937500 Penalty: 2887.363281
	Iteration 0F: 3 clusters Score -403602.9 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -405273.500000 Penalty: 2887.363281
	Iteration 1F: 3 clusters Score -405273.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -405449.718750 Penalty: 2887.363281
	Iteration 2F: 3 clusters Score -405449.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -405583.375000 Penalty: 2887.363281
	Iteration 3Q: 3 clusters Score -405583.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -405682.312500 Penalty: 2887.363281
	Iteration 4Q: 3 clusters Score -405682.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -405765.968750 Penalty: 2887.363281
	Iteration 5Q: 3 clusters Score -405766 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -405850.281250 Penalty: 2887.363281
	Iteration 6Q: 3 clusters Score -405850.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -405912.562500 Penalty: 2887.363281
	Iteration 7Q: 3 clusters Score -405912.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -405969.343750 Penalty: 2887.363281
	Iteration 8Q: 3 clusters Score -405969.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -406044.968750 Penalty: 2887.363281
	Iteration 9Q: 3 clusters Score -406045 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -406117.812500 Penalty: 2887.363281
	Iteration 10Q: 3 clusters Score -406117.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -406208.093750 Penalty: 2887.363281
	Iteration 11Q: 3 clusters Score -406208.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -406299.687500 Penalty: 2887.363281
	Iteration 12Q: 3 clusters Score -406299.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -406393.000000 Penalty: 2887.363281
	Iteration 13Q: 3 clusters Score -406393 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -406495.406250 Penalty: 2887.363281
	Iteration 14Q: 3 clusters Score -406495.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -406621.531250 Penalty: 2887.363281
	Iteration 15Q: 3 clusters Score -406621.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -406746.718750 Penalty: 2887.363281
	Iteration 16Q: 3 clusters Score -406746.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -406862.187500 Penalty: 2887.363281
	Iteration 17Q: 3 clusters Score -406862.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -406968.468750 Penalty: 2887.363281
	Iteration 18Q: 3 clusters Score -406968.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -407053.125000 Penalty: 2887.363281
	Iteration 19Q: 3 clusters Score -407053.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -407136.125000 Penalty: 2887.363281
	Iteration 20F: 3 clusters Score -407136.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -407207.437500 Penalty: 2887.363281
	Iteration 21Q: 3 clusters Score -407207.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -407256.375000 Penalty: 2887.363281
	Iteration 22Q: 3 clusters Score -407256.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -407293.750000 Penalty: 2887.363281
	Iteration 23Q: 3 clusters Score -407293.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -407338.062500 Penalty: 2887.363281
	Iteration 24Q: 3 clusters Score -407338.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -407375.937500 Penalty: 2887.363281
	Iteration 25Q: 3 clusters Score -407375.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -407401.750000 Penalty: 2887.363281
	Iteration 26Q: 3 clusters Score -407401.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -407421.468750 Penalty: 2887.363281
	Iteration 27Q: 3 clusters Score -407421.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -407434.343750 Penalty: 2887.363281
	Iteration 28Q: 3 clusters Score -407434.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -407446.000000 Penalty: 2887.363281
	Iteration 29Q: 3 clusters Score -407446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -407453.500000 Penalty: 2887.363281
	Iteration 30Q: 3 clusters Score -407453.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -407460.343750 Penalty: 2887.363281
	Iteration 31Q: 3 clusters Score -407460.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -407465.500000 Penalty: 2887.363281
	Iteration 32Q: 3 clusters Score -407465.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -407466.468750 Penalty: 2887.363281
	Iteration 33Q: 3 clusters Score -407466.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -407469.781250 Penalty: 2887.363281
	Iteration 34Q: 3 clusters Score -407469.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -407471.593750 Penalty: 2887.363281
	Iteration 35Q: 3 clusters Score -407471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -407472.187500 Penalty: 2887.363281
	Iteration 36Q: 3 clusters Score -407472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -407472.375000 Penalty: 2887.363281
	Iteration 37Q: 3 clusters Score -407472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -407473.812500 Penalty: 2887.363281
	Iteration 38Q: 3 clusters Score -407473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -407474.281250 Penalty: 2887.363281
	Iteration 39Q: 3 clusters Score -407474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -407475.343750 Penalty: 2887.363281
	Iteration 40F: 3 clusters Score -407475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -407475.437500 Penalty: 2887.363281
	Iteration 41Q: 3 clusters Score -407475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -407475.437500 Penalty: 2887.363281
	Iteration 42F: 3 clusters Score -407475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Entering Unmasked Estep 
Score: -2259120.250000 Penalty: 1716.877808
	Iteration 0F: 2 clusters Score -2259120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2233035.250000 Penalty: 3433.755615
	Iteration 0F: 3 clusters Score -2233035 nChanged 18021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2243542.000000 Penalty: 3433.755615
	Iteration 1F: 3 clusters Score -2243542 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2244493.750000 Penalty: 3433.755615
	Iteration 2F: 3 clusters Score -2244494 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2245925.500000 Penalty: 3433.755615
	Iteration 3F: 3 clusters Score -2245926 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2248149.250000 Penalty: 3433.755615
	Iteration 4F: 3 clusters Score -2248149 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2251007.500000 Penalty: 3433.755615
	Iteration 5F: 3 clusters Score -2251008 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2253561.750000 Penalty: 3433.755615
	Iteration 6F: 3 clusters Score -2253562 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2255364.000000 Penalty: 3433.755615
	Iteration 7F: 3 clusters Score -2255364 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2256463.000000 Penalty: 3433.755615
	Iteration 8Q: 3 clusters Score -2256463 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2257041.000000 Penalty: 3433.755615
	Iteration 9Q: 3 clusters Score -2257041 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2257378.250000 Penalty: 3433.755615
	Iteration 10Q: 3 clusters Score -2257378 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2257557.750000 Penalty: 3433.755615
	Iteration 11Q: 3 clusters Score -2257558 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2257639.500000 Penalty: 3433.755615
	Iteration 12Q: 3 clusters Score -2257640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2257709.250000 Penalty: 3433.755615
	Iteration 13Q: 3 clusters Score -2257709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2257764.750000 Penalty: 3433.755615
	Iteration 14Q: 3 clusters Score -2257765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2257800.000000 Penalty: 3433.755615
	Iteration 15Q: 3 clusters Score -2257800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2257813.000000 Penalty: 3433.755615
	Iteration 16Q: 3 clusters Score -2257813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2257828.000000 Penalty: 3433.755615
	Iteration 17Q: 3 clusters Score -2257828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2257839.500000 Penalty: 3433.755615
	Iteration 18Q: 3 clusters Score -2257840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2257848.750000 Penalty: 3433.755615
	Iteration 19Q: 3 clusters Score -2257849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2257853.750000 Penalty: 3433.755615
	Iteration 20F: 3 clusters Score -2257854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2257862.500000 Penalty: 3433.755615
	Iteration 21Q: 3 clusters Score -2257862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2257871.750000 Penalty: 3433.755615
	Iteration 22Q: 3 clusters Score -2257872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2257873.750000 Penalty: 3433.755615
	Iteration 23Q: 3 clusters Score -2257874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2257877.000000 Penalty: 3433.755615
	Iteration 24Q: 3 clusters Score -2257877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2257877.250000 Penalty: 3433.755615
	Iteration 25Q: 3 clusters Score -2257877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2257877.250000 Penalty: 3433.755615
	Iteration 26Q: 3 clusters Score -2257877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2257879.500000 Penalty: 3433.755615
	Iteration 27Q: 3 clusters Score -2257880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2257879.500000 Penalty: 3433.755615
	Iteration 28F: 3 clusters Score -2257880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Entering Unmasked Estep 
Score: -288937.781250 Penalty: 1392.374146
	Iteration 0F: 2 clusters Score -288937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -284800.625000 Penalty: 2784.748291
	Iteration 0F: 3 clusters Score -284800.6 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -286019.781250 Penalty: 2784.748291
	Iteration 1F: 3 clusters Score -286019.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -286293.468750 Penalty: 2784.748291
	Iteration 2F: 3 clusters Score -286293.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -286509.562500 Penalty: 2784.748291
	Iteration 3F: 3 clusters Score -286509.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -286682.343750 Penalty: 2784.748291
	Iteration 4F: 3 clusters Score -286682.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -286857.968750 Penalty: 2784.748291
	Iteration 5Q: 3 clusters Score -286858 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -287074.531250 Penalty: 2784.748291
	Iteration 6F: 3 clusters Score -287074.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -287256.000000 Penalty: 2784.748291
	Iteration 7Q: 3 clusters Score -287256 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -287407.375000 Penalty: 2784.748291
	Iteration 8Q: 3 clusters Score -287407.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -287559.843750 Penalty: 2784.748291
	Iteration 9Q: 3 clusters Score -287559.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -287711.687500 Penalty: 2784.748291
	Iteration 10Q: 3 clusters Score -287711.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -287895.437500 Penalty: 2784.748291
	Iteration 11Q: 3 clusters Score -287895.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -288080.906250 Penalty: 2784.748291
	Iteration 12Q: 3 clusters Score -288080.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -288164.968750 Penalty: 2784.748291
	Iteration 13Q: 3 clusters Score -288165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -288213.093750 Penalty: 2784.748291
	Iteration 14Q: 3 clusters Score -288213.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -288237.906250 Penalty: 2784.748291
	Iteration 15Q: 3 clusters Score -288237.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -288247.562500 Penalty: 2784.748291
	Iteration 16Q: 3 clusters Score -288247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -288251.437500 Penalty: 2784.748291
	Iteration 17Q: 3 clusters Score -288251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -288254.875000 Penalty: 2784.748291
	Iteration 18Q: 3 clusters Score -288254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -288255.750000 Penalty: 2784.748291
	Iteration 19Q: 3 clusters Score -288255.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -288257.843750 Penalty: 2784.748291
	Iteration 20F: 3 clusters Score -288257.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Entering Unmasked Estep 
Score: -1979553.250000 Penalty: 1720.311646
	Iteration 0F: 2 clusters Score -1979553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -1952931.875000 Penalty: 3440.623291
	Iteration 0F: 3 clusters Score -1952932 nChanged 18406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -1963470.875000 Penalty: 3440.623291
	Iteration 1F: 3 clusters Score -1963471 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -1964222.625000 Penalty: 3440.623291
	Iteration 2Q: 3 clusters Score -1964223 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -1965218.500000 Penalty: 3440.623291
	Iteration 3F: 3 clusters Score -1965218 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -1966566.000000 Penalty: 3440.623291
	Iteration 4F: 3 clusters Score -1966566 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -1968378.875000 Penalty: 3440.623291
	Iteration 5F: 3 clusters Score -1968379 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -1970328.250000 Penalty: 3440.623291
	Iteration 6F: 3 clusters Score -1970328 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -1972199.375000 Penalty: 3440.623291
	Iteration 7F: 3 clusters Score -1972199 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -1973874.500000 Penalty: 3440.623291
	Iteration 8F: 3 clusters Score -1973874 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -1975188.125000 Penalty: 3440.623291
	Iteration 9Q: 3 clusters Score -1975188 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -1976108.625000 Penalty: 3440.623291
	Iteration 10Q: 3 clusters Score -1976109 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -1976759.625000 Penalty: 3440.623291
	Iteration 11Q: 3 clusters Score -1976760 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -1977246.000000 Penalty: 3440.623291
	Iteration 12Q: 3 clusters Score -1977246 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -1977547.500000 Penalty: 3440.623291
	Iteration 13Q: 3 clusters Score -1977548 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -1977734.625000 Penalty: 3440.623291
	Iteration 14Q: 3 clusters Score -1977735 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -1977852.375000 Penalty: 3440.623291
	Iteration 15Q: 3 clusters Score -1977852 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -1977958.125000 Penalty: 3440.623291
	Iteration 16Q: 3 clusters Score -1977958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -1978048.500000 Penalty: 3440.623291
	Iteration 17Q: 3 clusters Score -1978048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -1978108.000000 Penalty: 3440.623291
	Iteration 18Q: 3 clusters Score -1978108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -1978160.500000 Penalty: 3440.623291
	Iteration 19Q: 3 clusters Score -1978160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -1978194.375000 Penalty: 3440.623291
	Iteration 20F: 3 clusters Score -1978194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -1978226.875000 Penalty: 3440.623291
	Iteration 21Q: 3 clusters Score -1978227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -1978241.875000 Penalty: 3440.623291
	Iteration 22Q: 3 clusters Score -1978242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -1978259.500000 Penalty: 3440.623291
	Iteration 23Q: 3 clusters Score -1978260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -1978274.625000 Penalty: 3440.623291
	Iteration 24Q: 3 clusters Score -1978275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -1978281.000000 Penalty: 3440.623291
	Iteration 25Q: 3 clusters Score -1978281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -1978290.875000 Penalty: 3440.623291
	Iteration 26Q: 3 clusters Score -1978291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -1978302.000000 Penalty: 3440.623291
	Iteration 27Q: 3 clusters Score -1978302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -1978317.625000 Penalty: 3440.623291
	Iteration 28Q: 3 clusters Score -1978318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -1978324.500000 Penalty: 3440.623291
	Iteration 29Q: 3 clusters Score -1978324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -1978333.875000 Penalty: 3440.623291
	Iteration 30Q: 3 clusters Score -1978334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -1978340.750000 Penalty: 3440.623291
	Iteration 31Q: 3 clusters Score -1978341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -1978350.250000 Penalty: 3440.623291
	Iteration 32Q: 3 clusters Score -1978350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -1978355.250000 Penalty: 3440.623291
	Iteration 33Q: 3 clusters Score -1978355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -1978359.375000 Penalty: 3440.623291
	Iteration 34Q: 3 clusters Score -1978359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -1978364.125000 Penalty: 3440.623291
	Iteration 35Q: 3 clusters Score -1978364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -1978365.250000 Penalty: 3440.623291
	Iteration 36Q: 3 clusters Score -1978365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -1978367.875000 Penalty: 3440.623291
	Iteration 37Q: 3 clusters Score -1978368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -1978369.125000 Penalty: 3440.623291
	Iteration 38Q: 3 clusters Score -1978369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -1978366.875000 Penalty: 3440.623291
	Iteration 39Q: 3 clusters Score -1978367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -1978372.875000 Penalty: 3440.623291
	Iteration 40F: 3 clusters Score -1978373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -1978374.500000 Penalty: 3440.623291
	Iteration 41Q: 3 clusters Score -1978374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -1978373.875000 Penalty: 3440.623291
	Iteration 42Q: 3 clusters Score -1978374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -1978374.250000 Penalty: 3440.623291
	Iteration 43Q: 3 clusters Score -1978374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -1978375.750000 Penalty: 3440.623291
	Iteration 44Q: 3 clusters Score -1978376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -1978375.875000 Penalty: 3440.623291
	Iteration 45Q: 3 clusters Score -1978376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -1978377.500000 Penalty: 3440.623291
	Iteration 46Q: 3 clusters Score -1978378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -1978377.875000 Penalty: 3440.623291
	Iteration 47Q: 3 clusters Score -1978378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -1978380.500000 Penalty: 3440.623291
	Iteration 48Q: 3 clusters Score -1978380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -1978376.750000 Penalty: 3440.623291
	Iteration 49Q: 3 clusters Score -1978377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -1978377.875000 Penalty: 3440.623291
	Iteration 50Q: 3 clusters Score -1978378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -1978381.250000 Penalty: 3440.623291
	Iteration 51Q: 3 clusters Score -1978381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -1978380.375000 Penalty: 3440.623291
	Iteration 52Q: 3 clusters Score -1978380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -1978380.375000 Penalty: 3440.623291
	Iteration 53F: 3 clusters Score -1978380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -91441.937500 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -91441.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -89349.585938 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -89349.59 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -89842.593750 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -89842.59 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -89985.757812 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -89985.76 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -90075.781250 Penalty: 2477.683594
	Iteration 3F: 3 clusters Score -90075.78 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -90132.328125 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -90132.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -90175.656250 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -90175.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -90219.148438 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -90219.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -90250.281250 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -90250.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -90286.000000 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -90286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -90329.976562 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -90329.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -90367.062500 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -90367.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -90404.070312 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -90404.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -90445.679688 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -90445.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -90476.070312 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -90476.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -90496.765625 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -90496.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -90518.554688 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -90518.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -90537.742188 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -90537.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -90552.929688 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -90552.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -90566.445312 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -90566.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -90580.640625 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -90580.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -90594.351562 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -90594.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -90605.304688 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -90605.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -90613.562500 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -90613.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -90620.585938 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -90620.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -90625.492188 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -90625.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -90632.148438 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -90632.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -90636.859375 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -90636.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -90641.031250 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -90641.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -90642.781250 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -90642.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -90643.179688 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -90643.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -90643.179688 Penalty: 2477.683594
	Iteration 30F: 3 clusters Score -90643.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Entering Unmasked Estep 
Score: -429604.031250 Penalty: 1449.498047
	Iteration 0F: 2 clusters Score -429604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -424111.187500 Penalty: 2898.996094
	Iteration 0F: 3 clusters Score -424111.2 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -425759.250000 Penalty: 2898.996094
	Iteration 1F: 3 clusters Score -425759.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -425956.125000 Penalty: 2898.996094
	Iteration 2F: 3 clusters Score -425956.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -426113.500000 Penalty: 2898.996094
	Iteration 3Q: 3 clusters Score -426113.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -426254.062500 Penalty: 2898.996094
	Iteration 4Q: 3 clusters Score -426254.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -426359.250000 Penalty: 2898.996094
	Iteration 5Q: 3 clusters Score -426359.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -426448.781250 Penalty: 2898.996094
	Iteration 6Q: 3 clusters Score -426448.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -426525.593750 Penalty: 2898.996094
	Iteration 7Q: 3 clusters Score -426525.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -426589.843750 Penalty: 2898.996094
	Iteration 8Q: 3 clusters Score -426589.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -426654.281250 Penalty: 2898.996094
	Iteration 9Q: 3 clusters Score -426654.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -426719.625000 Penalty: 2898.996094
	Iteration 10Q: 3 clusters Score -426719.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -426791.968750 Penalty: 2898.996094
	Iteration 11Q: 3 clusters Score -426792 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -426874.468750 Penalty: 2898.996094
	Iteration 12Q: 3 clusters Score -426874.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -426957.750000 Penalty: 2898.996094
	Iteration 13Q: 3 clusters Score -426957.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -427041.343750 Penalty: 2898.996094
	Iteration 14Q: 3 clusters Score -427041.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -427129.250000 Penalty: 2898.996094
	Iteration 15Q: 3 clusters Score -427129.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -427207.968750 Penalty: 2898.996094
	Iteration 16Q: 3 clusters Score -427208 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -427282.687500 Penalty: 2898.996094
	Iteration 17Q: 3 clusters Score -427282.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -427343.281250 Penalty: 2898.996094
	Iteration 18Q: 3 clusters Score -427343.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -427392.656250 Penalty: 2898.996094
	Iteration 19Q: 3 clusters Score -427392.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -427433.937500 Penalty: 2898.996094
	Iteration 20F: 3 clusters Score -427433.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -427464.718750 Penalty: 2898.996094
	Iteration 21Q: 3 clusters Score -427464.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -427504.718750 Penalty: 2898.996094
	Iteration 22Q: 3 clusters Score -427504.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -427536.687500 Penalty: 2898.996094
	Iteration 23Q: 3 clusters Score -427536.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -427564.500000 Penalty: 2898.996094
	Iteration 24Q: 3 clusters Score -427564.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -427588.531250 Penalty: 2898.996094
	Iteration 25Q: 3 clusters Score -427588.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -427612.281250 Penalty: 2898.996094
	Iteration 26Q: 3 clusters Score -427612.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -427633.750000 Penalty: 2898.996094
	Iteration 27Q: 3 clusters Score -427633.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -427666.812500 Penalty: 2898.996094
	Iteration 28Q: 3 clusters Score -427666.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -427699.093750 Penalty: 2898.996094
	Iteration 29Q: 3 clusters Score -427699.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -427723.281250 Penalty: 2898.996094
	Iteration 30Q: 3 clusters Score -427723.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -427750.093750 Penalty: 2898.996094
	Iteration 31Q: 3 clusters Score -427750.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -427785.625000 Penalty: 2898.996094
	Iteration 32Q: 3 clusters Score -427785.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -427828.781250 Penalty: 2898.996094
	Iteration 33Q: 3 clusters Score -427828.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -427860.031250 Penalty: 2898.996094
	Iteration 34Q: 3 clusters Score -427860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -427891.937500 Penalty: 2898.996094
	Iteration 35Q: 3 clusters Score -427891.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -427930.406250 Penalty: 2898.996094
	Iteration 36Q: 3 clusters Score -427930.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -427970.218750 Penalty: 2898.996094
	Iteration 37Q: 3 clusters Score -427970.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -428016.343750 Penalty: 2898.996094
	Iteration 38Q: 3 clusters Score -428016.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -428060.125000 Penalty: 2898.996094
	Iteration 39Q: 3 clusters Score -428060.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -428095.718750 Penalty: 2898.996094
	Iteration 40F: 3 clusters Score -428095.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -428126.281250 Penalty: 2898.996094
	Iteration 41Q: 3 clusters Score -428126.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -428154.343750 Penalty: 2898.996094
	Iteration 42Q: 3 clusters Score -428154.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -428170.687500 Penalty: 2898.996094
	Iteration 43Q: 3 clusters Score -428170.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -428184.437500 Penalty: 2898.996094
	Iteration 44Q: 3 clusters Score -428184.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -428202.031250 Penalty: 2898.996094
	Iteration 45Q: 3 clusters Score -428202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -428214.968750 Penalty: 2898.996094
	Iteration 46Q: 3 clusters Score -428215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -428225.343750 Penalty: 2898.996094
	Iteration 47Q: 3 clusters Score -428225.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -428237.937500 Penalty: 2898.996094
	Iteration 48Q: 3 clusters Score -428237.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -428250.437500 Penalty: 2898.996094
	Iteration 49Q: 3 clusters Score -428250.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -428264.218750 Penalty: 2898.996094
	Iteration 50Q: 3 clusters Score -428264.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -428275.500000 Penalty: 2898.996094
	Iteration 51Q: 3 clusters Score -428275.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -428287.812500 Penalty: 2898.996094
	Iteration 52Q: 3 clusters Score -428287.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -428296.843750 Penalty: 2898.996094
	Iteration 53Q: 3 clusters Score -428296.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -428309.250000 Penalty: 2898.996094
	Iteration 54Q: 3 clusters Score -428309.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -428319.125000 Penalty: 2898.996094
	Iteration 55Q: 3 clusters Score -428319.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -428329.250000 Penalty: 2898.996094
	Iteration 56Q: 3 clusters Score -428329.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -428336.000000 Penalty: 2898.996094
	Iteration 57Q: 3 clusters Score -428336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -428344.187500 Penalty: 2898.996094
	Iteration 58Q: 3 clusters Score -428344.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -428347.687500 Penalty: 2898.996094
	Iteration 59Q: 3 clusters Score -428347.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -428350.312500 Penalty: 2898.996094
	Iteration 60F: 3 clusters Score -428350.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -428352.468750 Penalty: 2898.996094
	Iteration 61Q: 3 clusters Score -428352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -428354.125000 Penalty: 2898.996094
	Iteration 62Q: 3 clusters Score -428354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -428354.312500 Penalty: 2898.996094
	Iteration 63Q: 3 clusters Score -428354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -428355.593750 Penalty: 2898.996094
	Iteration 64Q: 3 clusters Score -428355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -428356.437500 Penalty: 2898.996094
	Iteration 65Q: 3 clusters Score -428356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -428357.312500 Penalty: 2898.996094
	Iteration 66Q: 3 clusters Score -428357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -428357.593750 Penalty: 2898.996094
	Iteration 67Q: 3 clusters Score -428357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -428357.843750 Penalty: 2898.996094
	Iteration 68Q: 3 clusters Score -428357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -428358.968750 Penalty: 2898.996094
	Iteration 69Q: 3 clusters Score -428359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -428359.937500 Penalty: 2898.996094
	Iteration 70Q: 3 clusters Score -428359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -428361.843750 Penalty: 2898.996094
	Iteration 71Q: 3 clusters Score -428361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -428364.843750 Penalty: 2898.996094
	Iteration 72Q: 3 clusters Score -428364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -428367.093750 Penalty: 2898.996094
	Iteration 73Q: 3 clusters Score -428367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -428367.218750 Penalty: 2898.996094
	Iteration 74Q: 3 clusters Score -428367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -428368.437500 Penalty: 2898.996094
	Iteration 75Q: 3 clusters Score -428368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -428369.531250 Penalty: 2898.996094
	Iteration 76Q: 3 clusters Score -428369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -428369.531250 Penalty: 2898.996094
	Iteration 77F: 3 clusters Score -428369.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -170409.500000 Penalty: 1334.850586
	Iteration 0F: 2 clusters Score -170409.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -167316.953125 Penalty: 2669.701172
	Iteration 0F: 3 clusters Score -167317 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -168472.078125 Penalty: 2669.701172
	Iteration 1F: 3 clusters Score -168472.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -168981.750000 Penalty: 2669.701172
	Iteration 2F: 3 clusters Score -168981.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -169350.796875 Penalty: 2669.701172
	Iteration 3F: 3 clusters Score -169350.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -169680.015625 Penalty: 2669.701172
	Iteration 4F: 3 clusters Score -169680 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -169866.187500 Penalty: 2669.701172
	Iteration 5F: 3 clusters Score -169866.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -169997.515625 Penalty: 2669.701172
	Iteration 6Q: 3 clusters Score -169997.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -170092.484375 Penalty: 2669.701172
	Iteration 7Q: 3 clusters Score -170092.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -170175.875000 Penalty: 2669.701172
	Iteration 8Q: 3 clusters Score -170175.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -170232.390625 Penalty: 2669.701172
	Iteration 9Q: 3 clusters Score -170232.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -170283.968750 Penalty: 2669.701172
	Iteration 10Q: 3 clusters Score -170284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -170319.031250 Penalty: 2669.701172
	Iteration 11Q: 3 clusters Score -170319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -170347.375000 Penalty: 2669.701172
	Iteration 12Q: 3 clusters Score -170347.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -170366.562500 Penalty: 2669.701172
	Iteration 13Q: 3 clusters Score -170366.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -170386.546875 Penalty: 2669.701172
	Iteration 14Q: 3 clusters Score -170386.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -170409.250000 Penalty: 2669.701172
	Iteration 15Q: 3 clusters Score -170409.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -170418.406250 Penalty: 2669.701172
	Iteration 16Q: 3 clusters Score -170418.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -170427.109375 Penalty: 2669.701172
	Iteration 17Q: 3 clusters Score -170427.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -170447.015625 Penalty: 2669.701172
	Iteration 18Q: 3 clusters Score -170447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -170460.328125 Penalty: 2669.701172
	Iteration 19Q: 3 clusters Score -170460.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -170470.375000 Penalty: 2669.701172
	Iteration 20F: 3 clusters Score -170470.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -170481.500000 Penalty: 2669.701172
	Iteration 21Q: 3 clusters Score -170481.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -170488.500000 Penalty: 2669.701172
	Iteration 22Q: 3 clusters Score -170488.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -170498.656250 Penalty: 2669.701172
	Iteration 23Q: 3 clusters Score -170498.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -170509.812500 Penalty: 2669.701172
	Iteration 24Q: 3 clusters Score -170509.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -170516.484375 Penalty: 2669.701172
	Iteration 25Q: 3 clusters Score -170516.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -170519.890625 Penalty: 2669.701172
	Iteration 26Q: 3 clusters Score -170519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -170521.718750 Penalty: 2669.701172
	Iteration 27Q: 3 clusters Score -170521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -170523.203125 Penalty: 2669.701172
	Iteration 28Q: 3 clusters Score -170523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -170524.390625 Penalty: 2669.701172
	Iteration 29Q: 3 clusters Score -170524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -170524.781250 Penalty: 2669.701172
	Iteration 30Q: 3 clusters Score -170524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -170524.781250 Penalty: 2669.701172
	Iteration 31F: 3 clusters Score -170524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 25862 members 
Mstep: Class 3 contains 95460 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 8717 members 
Mstep: Class 6 contains 11852 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 18125 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 40095 members 
Mstep: Class 15 contains 111875 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 38770 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 7480 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 3078 members 
Mstep: Class 28 contains 5486 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 138955 members 
Mstep: Class 32 contains 971 members 
Entering Unmasked Estep 
Score: -34144396.000000 Penalty: 69384.421875
Splitting cluster 23 changes total score from -34129704.000000 to -34144396.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -124739.914062 Penalty: 1261.075928
	Iteration 0F: 2 clusters Score -124739.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -122406.046875 Penalty: 2522.151855
	Iteration 0F: 3 clusters Score -122406 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -122892.867188 Penalty: 2522.151855
	Iteration 1F: 3 clusters Score -122892.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -123011.664062 Penalty: 2522.151855
	Iteration 2F: 3 clusters Score -123011.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -123076.210938 Penalty: 2522.151855
	Iteration 3Q: 3 clusters Score -123076.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -123151.554688 Penalty: 2522.151855
	Iteration 4Q: 3 clusters Score -123151.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -123257.382812 Penalty: 2522.151855
	Iteration 5Q: 3 clusters Score -123257.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -123370.976562 Penalty: 2522.151855
	Iteration 6Q: 3 clusters Score -123371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -123448.437500 Penalty: 2522.151855
	Iteration 7Q: 3 clusters Score -123448.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -123502.546875 Penalty: 2522.151855
	Iteration 8Q: 3 clusters Score -123502.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -123538.203125 Penalty: 2522.151855
	Iteration 9Q: 3 clusters Score -123538.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -123567.632812 Penalty: 2522.151855
	Iteration 10Q: 3 clusters Score -123567.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -123605.328125 Penalty: 2522.151855
	Iteration 11Q: 3 clusters Score -123605.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -123650.632812 Penalty: 2522.151855
	Iteration 12Q: 3 clusters Score -123650.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -123695.531250 Penalty: 2522.151855
	Iteration 13Q: 3 clusters Score -123695.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -123752.812500 Penalty: 2522.151855
	Iteration 14Q: 3 clusters Score -123752.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -123800.031250 Penalty: 2522.151855
	Iteration 15Q: 3 clusters Score -123800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -123841.820312 Penalty: 2522.151855
	Iteration 16Q: 3 clusters Score -123841.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -123875.625000 Penalty: 2522.151855
	Iteration 17Q: 3 clusters Score -123875.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -123907.085938 Penalty: 2522.151855
	Iteration 18Q: 3 clusters Score -123907.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -123938.375000 Penalty: 2522.151855
	Iteration 19Q: 3 clusters Score -123938.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -123980.195312 Penalty: 2522.151855
	Iteration 20F: 3 clusters Score -123980.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -124012.367188 Penalty: 2522.151855
	Iteration 21Q: 3 clusters Score -124012.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -124033.570312 Penalty: 2522.151855
	Iteration 22Q: 3 clusters Score -124033.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -124048.617188 Penalty: 2522.151855
	Iteration 23Q: 3 clusters Score -124048.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -124061.828125 Penalty: 2522.151855
	Iteration 24Q: 3 clusters Score -124061.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -124080.132812 Penalty: 2522.151855
	Iteration 25Q: 3 clusters Score -124080.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -124099.507812 Penalty: 2522.151855
	Iteration 26Q: 3 clusters Score -124099.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -124111.476562 Penalty: 2522.151855
	Iteration 27Q: 3 clusters Score -124111.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -124124.960938 Penalty: 2522.151855
	Iteration 28Q: 3 clusters Score -124125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -124140.945312 Penalty: 2522.151855
	Iteration 29Q: 3 clusters Score -124140.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -124161.968750 Penalty: 2522.151855
	Iteration 30Q: 3 clusters Score -124162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -124189.453125 Penalty: 2522.151855
	Iteration 31Q: 3 clusters Score -124189.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -124204.835938 Penalty: 2522.151855
	Iteration 32Q: 3 clusters Score -124204.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -124215.226562 Penalty: 2522.151855
	Iteration 33Q: 3 clusters Score -124215.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -124228.093750 Penalty: 2522.151855
	Iteration 34Q: 3 clusters Score -124228.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -124247.226562 Penalty: 2522.151855
	Iteration 35Q: 3 clusters Score -124247.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -124261.843750 Penalty: 2522.151855
	Iteration 36Q: 3 clusters Score -124261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -124270.578125 Penalty: 2522.151855
	Iteration 37Q: 3 clusters Score -124270.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -124281.445312 Penalty: 2522.151855
	Iteration 38Q: 3 clusters Score -124281.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -124293.898438 Penalty: 2522.151855
	Iteration 39Q: 3 clusters Score -124293.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -124303.500000 Penalty: 2522.151855
	Iteration 40F: 3 clusters Score -124303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -124307.023438 Penalty: 2522.151855
	Iteration 41Q: 3 clusters Score -124307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -124308.960938 Penalty: 2522.151855
	Iteration 42Q: 3 clusters Score -124309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -124310.593750 Penalty: 2522.151855
	Iteration 43Q: 3 clusters Score -124310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -124313.429688 Penalty: 2522.151855
	Iteration 44Q: 3 clusters Score -124313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -124314.312500 Penalty: 2522.151855
	Iteration 45Q: 3 clusters Score -124314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -124315.781250 Penalty: 2522.151855
	Iteration 46Q: 3 clusters Score -124315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -124316.804688 Penalty: 2522.151855
	Iteration 47Q: 3 clusters Score -124316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -124317.195312 Penalty: 2522.151855
	Iteration 48Q: 3 clusters Score -124317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -124318.296875 Penalty: 2522.151855
	Iteration 49Q: 3 clusters Score -124318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -124319.265625 Penalty: 2522.151855
	Iteration 50Q: 3 clusters Score -124319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -124320.125000 Penalty: 2522.151855
	Iteration 51Q: 3 clusters Score -124320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -124320.250000 Penalty: 2522.151855
	Iteration 52Q: 3 clusters Score -124320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -124320.250000 Penalty: 2522.151855
	Iteration 53F: 3 clusters Score -124320.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Entering Unmasked Estep 
Score: -237199.953125 Penalty: 1351.000977
	Iteration 0F: 2 clusters Score -237200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -233794.968750 Penalty: 2702.001953
	Iteration 0F: 3 clusters Score -233795 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -234793.953125 Penalty: 2702.001953
	Iteration 1F: 3 clusters Score -234794 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -235110.515625 Penalty: 2702.001953
	Iteration 2F: 3 clusters Score -235110.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -235361.203125 Penalty: 2702.001953
	Iteration 3F: 3 clusters Score -235361.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -235539.171875 Penalty: 2702.001953
	Iteration 4F: 3 clusters Score -235539.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -235672.000000 Penalty: 2702.001953
	Iteration 5Q: 3 clusters Score -235672 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -235769.593750 Penalty: 2702.001953
	Iteration 6Q: 3 clusters Score -235769.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -235849.843750 Penalty: 2702.001953
	Iteration 7Q: 3 clusters Score -235849.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -235923.937500 Penalty: 2702.001953
	Iteration 8Q: 3 clusters Score -235923.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -235995.625000 Penalty: 2702.001953
	Iteration 9Q: 3 clusters Score -235995.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -236044.046875 Penalty: 2702.001953
	Iteration 10Q: 3 clusters Score -236044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -236095.953125 Penalty: 2702.001953
	Iteration 11Q: 3 clusters Score -236096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -236138.234375 Penalty: 2702.001953
	Iteration 12Q: 3 clusters Score -236138.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -236163.281250 Penalty: 2702.001953
	Iteration 13Q: 3 clusters Score -236163.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -236193.046875 Penalty: 2702.001953
	Iteration 14Q: 3 clusters Score -236193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -236223.953125 Penalty: 2702.001953
	Iteration 15Q: 3 clusters Score -236224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -236248.078125 Penalty: 2702.001953
	Iteration 16Q: 3 clusters Score -236248.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -236268.375000 Penalty: 2702.001953
	Iteration 17Q: 3 clusters Score -236268.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -236277.968750 Penalty: 2702.001953
	Iteration 18Q: 3 clusters Score -236278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -236283.140625 Penalty: 2702.001953
	Iteration 19Q: 3 clusters Score -236283.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -236286.843750 Penalty: 2702.001953
	Iteration 20F: 3 clusters Score -236286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -236290.593750 Penalty: 2702.001953
	Iteration 21Q: 3 clusters Score -236290.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -236294.375000 Penalty: 2702.001953
	Iteration 22Q: 3 clusters Score -236294.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -236297.031250 Penalty: 2702.001953
	Iteration 23Q: 3 clusters Score -236297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -236298.703125 Penalty: 2702.001953
	Iteration 24Q: 3 clusters Score -236298.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -236301.468750 Penalty: 2702.001953
	Iteration 25Q: 3 clusters Score -236301.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -236303.250000 Penalty: 2702.001953
	Iteration 26Q: 3 clusters Score -236303.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -236305.609375 Penalty: 2702.001953
	Iteration 27Q: 3 clusters Score -236305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -236306.359375 Penalty: 2702.001953
	Iteration 28Q: 3 clusters Score -236306.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -236306.359375 Penalty: 2702.001953
	Iteration 29F: 3 clusters Score -236306.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -175853.109375 Penalty: 1310.145386
	Iteration 0F: 2 clusters Score -175853.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -173037.468750 Penalty: 2620.290771
	Iteration 0F: 3 clusters Score -173037.5 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -173816.875000 Penalty: 2620.290771
	Iteration 1F: 3 clusters Score -173816.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -174033.250000 Penalty: 2620.290771
	Iteration 2F: 3 clusters Score -174033.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -174155.296875 Penalty: 2620.290771
	Iteration 3F: 3 clusters Score -174155.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -174247.406250 Penalty: 2620.290771
	Iteration 4F: 3 clusters Score -174247.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -174293.718750 Penalty: 2620.290771
	Iteration 5Q: 3 clusters Score -174293.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -174325.812500 Penalty: 2620.290771
	Iteration 6Q: 3 clusters Score -174325.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -174349.609375 Penalty: 2620.290771
	Iteration 7Q: 3 clusters Score -174349.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -174370.609375 Penalty: 2620.290771
	Iteration 8Q: 3 clusters Score -174370.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -174389.687500 Penalty: 2620.290771
	Iteration 9Q: 3 clusters Score -174389.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -174397.437500 Penalty: 2620.290771
	Iteration 10Q: 3 clusters Score -174397.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -174403.187500 Penalty: 2620.290771
	Iteration 11Q: 3 clusters Score -174403.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -174406.125000 Penalty: 2620.290771
	Iteration 12Q: 3 clusters Score -174406.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -174407.906250 Penalty: 2620.290771
	Iteration 13Q: 3 clusters Score -174407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -174410.984375 Penalty: 2620.290771
	Iteration 14Q: 3 clusters Score -174411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -174413.781250 Penalty: 2620.290771
	Iteration 15Q: 3 clusters Score -174413.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -174417.109375 Penalty: 2620.290771
	Iteration 16Q: 3 clusters Score -174417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -174419.093750 Penalty: 2620.290771
	Iteration 17Q: 3 clusters Score -174419.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -174421.609375 Penalty: 2620.290771
	Iteration 18Q: 3 clusters Score -174421.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -174423.500000 Penalty: 2620.290771
	Iteration 19Q: 3 clusters Score -174423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -174425.625000 Penalty: 2620.290771
	Iteration 20F: 3 clusters Score -174425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -174429.093750 Penalty: 2620.290771
	Iteration 21Q: 3 clusters Score -174429.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -174432.437500 Penalty: 2620.290771
	Iteration 22Q: 3 clusters Score -174432.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -174435.468750 Penalty: 2620.290771
	Iteration 23Q: 3 clusters Score -174435.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -174436.734375 Penalty: 2620.290771
	Iteration 24Q: 3 clusters Score -174436.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -174438.890625 Penalty: 2620.290771
	Iteration 25Q: 3 clusters Score -174438.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -174440.765625 Penalty: 2620.290771
	Iteration 26Q: 3 clusters Score -174440.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -174441.828125 Penalty: 2620.290771
	Iteration 27Q: 3 clusters Score -174441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -174444.046875 Penalty: 2620.290771
	Iteration 28Q: 3 clusters Score -174444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -174446.281250 Penalty: 2620.290771
	Iteration 29Q: 3 clusters Score -174446.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -174450.765625 Penalty: 2620.290771
	Iteration 30Q: 3 clusters Score -174450.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -174455.406250 Penalty: 2620.290771
	Iteration 31Q: 3 clusters Score -174455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -174459.843750 Penalty: 2620.290771
	Iteration 32Q: 3 clusters Score -174459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -174467.484375 Penalty: 2620.290771
	Iteration 33Q: 3 clusters Score -174467.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -174473.593750 Penalty: 2620.290771
	Iteration 34Q: 3 clusters Score -174473.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -174479.187500 Penalty: 2620.290771
	Iteration 35Q: 3 clusters Score -174479.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -174486.828125 Penalty: 2620.290771
	Iteration 36Q: 3 clusters Score -174486.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -174494.812500 Penalty: 2620.290771
	Iteration 37Q: 3 clusters Score -174494.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -174501.593750 Penalty: 2620.290771
	Iteration 38Q: 3 clusters Score -174501.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -174510.828125 Penalty: 2620.290771
	Iteration 39Q: 3 clusters Score -174510.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -174521.781250 Penalty: 2620.290771
	Iteration 40F: 3 clusters Score -174521.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -174532.953125 Penalty: 2620.290771
	Iteration 41Q: 3 clusters Score -174533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -174548.656250 Penalty: 2620.290771
	Iteration 42Q: 3 clusters Score -174548.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -174568.375000 Penalty: 2620.290771
	Iteration 43Q: 3 clusters Score -174568.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -174593.640625 Penalty: 2620.290771
	Iteration 44Q: 3 clusters Score -174593.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174622.640625 Penalty: 2620.290771
	Iteration 45Q: 3 clusters Score -174622.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -174659.125000 Penalty: 2620.290771
	Iteration 46Q: 3 clusters Score -174659.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -174707.718750 Penalty: 2620.290771
	Iteration 47Q: 3 clusters Score -174707.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -174775.656250 Penalty: 2620.290771
	Iteration 48Q: 3 clusters Score -174775.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174846.546875 Penalty: 2620.290771
	Iteration 49Q: 3 clusters Score -174846.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -174901.015625 Penalty: 2620.290771
	Iteration 50Q: 3 clusters Score -174901 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -174947.578125 Penalty: 2620.290771
	Iteration 51Q: 3 clusters Score -174947.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -174988.203125 Penalty: 2620.290771
	Iteration 52Q: 3 clusters Score -174988.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -175027.703125 Penalty: 2620.290771
	Iteration 53Q: 3 clusters Score -175027.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -175070.843750 Penalty: 2620.290771
	Iteration 54Q: 3 clusters Score -175070.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -175094.640625 Penalty: 2620.290771
	Iteration 55Q: 3 clusters Score -175094.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -175112.812500 Penalty: 2620.290771
	Iteration 56Q: 3 clusters Score -175112.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -175129.546875 Penalty: 2620.290771
	Iteration 57Q: 3 clusters Score -175129.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -175143.968750 Penalty: 2620.290771
	Iteration 58Q: 3 clusters Score -175144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -175155.015625 Penalty: 2620.290771
	Iteration 59Q: 3 clusters Score -175155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -175175.812500 Penalty: 2620.290771
	Iteration 60F: 3 clusters Score -175175.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -175199.562500 Penalty: 2620.290771
	Iteration 61Q: 3 clusters Score -175199.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -175210.968750 Penalty: 2620.290771
	Iteration 62Q: 3 clusters Score -175211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -175218.265625 Penalty: 2620.290771
	Iteration 63Q: 3 clusters Score -175218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -175224.765625 Penalty: 2620.290771
	Iteration 64Q: 3 clusters Score -175224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -175228.625000 Penalty: 2620.290771
	Iteration 65Q: 3 clusters Score -175228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -175229.734375 Penalty: 2620.290771
	Iteration 66Q: 3 clusters Score -175229.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -175230.125000 Penalty: 2620.290771
	Iteration 67Q: 3 clusters Score -175230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -175230.125000 Penalty: 2620.290771
	Iteration 68F: 3 clusters Score -175230.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -137910.296875 Penalty: 1305.205688
	Iteration 0F: 2 clusters Score -137910.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -135199.937500 Penalty: 2610.411377
	Iteration 0F: 3 clusters Score -135199.9 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -135995.640625 Penalty: 2610.411377
	Iteration 1F: 3 clusters Score -135995.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -136336.656250 Penalty: 2610.411377
	Iteration 2F: 3 clusters Score -136336.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -136597.796875 Penalty: 2610.411377
	Iteration 3F: 3 clusters Score -136597.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -136802.656250 Penalty: 2610.411377
	Iteration 4F: 3 clusters Score -136802.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -136930.375000 Penalty: 2610.411377
	Iteration 5F: 3 clusters Score -136930.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -136986.796875 Penalty: 2610.411377
	Iteration 6Q: 3 clusters Score -136986.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -137028.093750 Penalty: 2610.411377
	Iteration 7Q: 3 clusters Score -137028.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -137064.375000 Penalty: 2610.411377
	Iteration 8Q: 3 clusters Score -137064.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -137087.546875 Penalty: 2610.411377
	Iteration 9Q: 3 clusters Score -137087.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -137109.437500 Penalty: 2610.411377
	Iteration 10Q: 3 clusters Score -137109.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -137120.453125 Penalty: 2610.411377
	Iteration 11Q: 3 clusters Score -137120.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -137128.031250 Penalty: 2610.411377
	Iteration 12Q: 3 clusters Score -137128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -137132.640625 Penalty: 2610.411377
	Iteration 13Q: 3 clusters Score -137132.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -137135.843750 Penalty: 2610.411377
	Iteration 14Q: 3 clusters Score -137135.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -137140.531250 Penalty: 2610.411377
	Iteration 15Q: 3 clusters Score -137140.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137144.312500 Penalty: 2610.411377
	Iteration 16Q: 3 clusters Score -137144.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -137147.265625 Penalty: 2610.411377
	Iteration 17Q: 3 clusters Score -137147.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -137149.703125 Penalty: 2610.411377
	Iteration 18Q: 3 clusters Score -137149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -137151.843750 Penalty: 2610.411377
	Iteration 19Q: 3 clusters Score -137151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -137154.281250 Penalty: 2610.411377
	Iteration 20F: 3 clusters Score -137154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -137155.437500 Penalty: 2610.411377
	Iteration 21Q: 3 clusters Score -137155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -137156.734375 Penalty: 2610.411377
	Iteration 22Q: 3 clusters Score -137156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -137157.218750 Penalty: 2610.411377
	Iteration 23Q: 3 clusters Score -137157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -137157.890625 Penalty: 2610.411377
	Iteration 24Q: 3 clusters Score -137157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -137157.984375 Penalty: 2610.411377
	Iteration 25Q: 3 clusters Score -137158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -137158.515625 Penalty: 2610.411377
	Iteration 26Q: 3 clusters Score -137158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -137159.484375 Penalty: 2610.411377
	Iteration 27Q: 3 clusters Score -137159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -137160.046875 Penalty: 2610.411377
	Iteration 28Q: 3 clusters Score -137160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -137161.609375 Penalty: 2610.411377
	Iteration 29Q: 3 clusters Score -137161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -137162.218750 Penalty: 2610.411377
	Iteration 30Q: 3 clusters Score -137162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -137162.343750 Penalty: 2610.411377
	Iteration 31Q: 3 clusters Score -137162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -137163.093750 Penalty: 2610.411377
	Iteration 32Q: 3 clusters Score -137163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -137163.390625 Penalty: 2610.411377
	Iteration 33Q: 3 clusters Score -137163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -137163.390625 Penalty: 2610.411377
	Iteration 34F: 3 clusters Score -137163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -311970.937500 Penalty: 1399.117676
	Iteration 0F: 2 clusters Score -311970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -307684.625000 Penalty: 2798.235352
	Iteration 0F: 3 clusters Score -307684.6 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -308897.031250 Penalty: 2798.235352
	Iteration 1F: 3 clusters Score -308897 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -309119.187500 Penalty: 2798.235352
	Iteration 2F: 3 clusters Score -309119.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -309255.406250 Penalty: 2798.235352
	Iteration 3F: 3 clusters Score -309255.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -309370.343750 Penalty: 2798.235352
	Iteration 4Q: 3 clusters Score -309370.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -309485.281250 Penalty: 2798.235352
	Iteration 5Q: 3 clusters Score -309485.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -309597.625000 Penalty: 2798.235352
	Iteration 6Q: 3 clusters Score -309597.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -309706.312500 Penalty: 2798.235352
	Iteration 7Q: 3 clusters Score -309706.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -309791.625000 Penalty: 2798.235352
	Iteration 8Q: 3 clusters Score -309791.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -309892.656250 Penalty: 2798.235352
	Iteration 9Q: 3 clusters Score -309892.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -309989.406250 Penalty: 2798.235352
	Iteration 10Q: 3 clusters Score -309989.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -310047.500000 Penalty: 2798.235352
	Iteration 11Q: 3 clusters Score -310047.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -310099.187500 Penalty: 2798.235352
	Iteration 12Q: 3 clusters Score -310099.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -310152.468750 Penalty: 2798.235352
	Iteration 13Q: 3 clusters Score -310152.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -310201.062500 Penalty: 2798.235352
	Iteration 14Q: 3 clusters Score -310201.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -310233.406250 Penalty: 2798.235352
	Iteration 15Q: 3 clusters Score -310233.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -310265.125000 Penalty: 2798.235352
	Iteration 16Q: 3 clusters Score -310265.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -310294.437500 Penalty: 2798.235352
	Iteration 17Q: 3 clusters Score -310294.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -310313.500000 Penalty: 2798.235352
	Iteration 18Q: 3 clusters Score -310313.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -310327.687500 Penalty: 2798.235352
	Iteration 19Q: 3 clusters Score -310327.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -310337.781250 Penalty: 2798.235352
	Iteration 20F: 3 clusters Score -310337.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -310345.718750 Penalty: 2798.235352
	Iteration 21Q: 3 clusters Score -310345.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -310351.625000 Penalty: 2798.235352
	Iteration 22Q: 3 clusters Score -310351.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -310356.437500 Penalty: 2798.235352
	Iteration 23Q: 3 clusters Score -310356.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -310363.437500 Penalty: 2798.235352
	Iteration 24Q: 3 clusters Score -310363.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -310369.531250 Penalty: 2798.235352
	Iteration 25Q: 3 clusters Score -310369.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -310376.500000 Penalty: 2798.235352
	Iteration 26Q: 3 clusters Score -310376.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -310381.593750 Penalty: 2798.235352
	Iteration 27Q: 3 clusters Score -310381.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -310387.656250 Penalty: 2798.235352
	Iteration 28Q: 3 clusters Score -310387.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -310390.937500 Penalty: 2798.235352
	Iteration 29Q: 3 clusters Score -310390.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -310394.031250 Penalty: 2798.235352
	Iteration 30Q: 3 clusters Score -310394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -310397.687500 Penalty: 2798.235352
	Iteration 31Q: 3 clusters Score -310397.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -310399.562500 Penalty: 2798.235352
	Iteration 32Q: 3 clusters Score -310399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -310402.500000 Penalty: 2798.235352
	Iteration 33Q: 3 clusters Score -310402.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -310407.156250 Penalty: 2798.235352
	Iteration 34Q: 3 clusters Score -310407.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -310410.812500 Penalty: 2798.235352
	Iteration 35Q: 3 clusters Score -310410.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -310414.406250 Penalty: 2798.235352
	Iteration 36Q: 3 clusters Score -310414.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -310416.812500 Penalty: 2798.235352
	Iteration 37Q: 3 clusters Score -310416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -310417.812500 Penalty: 2798.235352
	Iteration 38Q: 3 clusters Score -310417.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -310420.562500 Penalty: 2798.235352
	Iteration 39Q: 3 clusters Score -310420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -310423.062500 Penalty: 2798.235352
	Iteration 40F: 3 clusters Score -310423.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -310425.343750 Penalty: 2798.235352
	Iteration 41Q: 3 clusters Score -310425.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -310426.906250 Penalty: 2798.235352
	Iteration 42Q: 3 clusters Score -310426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -310428.062500 Penalty: 2798.235352
	Iteration 43Q: 3 clusters Score -310428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -310428.937500 Penalty: 2798.235352
	Iteration 44Q: 3 clusters Score -310428.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -310430.968750 Penalty: 2798.235352
	Iteration 45Q: 3 clusters Score -310431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -310433.937500 Penalty: 2798.235352
	Iteration 46Q: 3 clusters Score -310433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -310436.687500 Penalty: 2798.235352
	Iteration 47Q: 3 clusters Score -310436.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -310439.656250 Penalty: 2798.235352
	Iteration 48Q: 3 clusters Score -310439.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -310441.125000 Penalty: 2798.235352
	Iteration 49Q: 3 clusters Score -310441.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -310444.093750 Penalty: 2798.235352
	Iteration 50Q: 3 clusters Score -310444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -310446.750000 Penalty: 2798.235352
	Iteration 51Q: 3 clusters Score -310446.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -310448.750000 Penalty: 2798.235352
	Iteration 52Q: 3 clusters Score -310448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -310449.562500 Penalty: 2798.235352
	Iteration 53Q: 3 clusters Score -310449.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -310450.343750 Penalty: 2798.235352
	Iteration 54Q: 3 clusters Score -310450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -310451.375000 Penalty: 2798.235352
	Iteration 55Q: 3 clusters Score -310451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -310451.375000 Penalty: 2798.235352
	Iteration 56F: 3 clusters Score -310451.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -166608.546875 Penalty: 1306.572632
	Iteration 0F: 2 clusters Score -166608.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -163808.437500 Penalty: 2613.145264
	Iteration 0F: 3 clusters Score -163808.4 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -164445.718750 Penalty: 2613.145264
	Iteration 1F: 3 clusters Score -164445.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -164591.359375 Penalty: 2613.145264
	Iteration 2F: 3 clusters Score -164591.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -164682.078125 Penalty: 2613.145264
	Iteration 3Q: 3 clusters Score -164682.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -164762.234375 Penalty: 2613.145264
	Iteration 4Q: 3 clusters Score -164762.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -164845.750000 Penalty: 2613.145264
	Iteration 5Q: 3 clusters Score -164845.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -164922.343750 Penalty: 2613.145264
	Iteration 6Q: 3 clusters Score -164922.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -165000.578125 Penalty: 2613.145264
	Iteration 7Q: 3 clusters Score -165000.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -165096.031250 Penalty: 2613.145264
	Iteration 8Q: 3 clusters Score -165096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -165191.609375 Penalty: 2613.145264
	Iteration 9Q: 3 clusters Score -165191.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -165305.656250 Penalty: 2613.145264
	Iteration 10Q: 3 clusters Score -165305.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -165424.406250 Penalty: 2613.145264
	Iteration 11Q: 3 clusters Score -165424.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -165548.718750 Penalty: 2613.145264
	Iteration 12Q: 3 clusters Score -165548.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -165676.906250 Penalty: 2613.145264
	Iteration 13Q: 3 clusters Score -165676.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -165811.343750 Penalty: 2613.145264
	Iteration 14Q: 3 clusters Score -165811.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -165952.281250 Penalty: 2613.145264
	Iteration 15Q: 3 clusters Score -165952.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -166084.671875 Penalty: 2613.145264
	Iteration 16Q: 3 clusters Score -166084.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -166190.812500 Penalty: 2613.145264
	Iteration 17Q: 3 clusters Score -166190.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -166256.750000 Penalty: 2613.145264
	Iteration 18Q: 3 clusters Score -166256.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -166287.078125 Penalty: 2613.145264
	Iteration 19Q: 3 clusters Score -166287.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -166304.984375 Penalty: 2613.145264
	Iteration 20F: 3 clusters Score -166305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -166313.843750 Penalty: 2613.145264
	Iteration 21Q: 3 clusters Score -166313.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -166319.562500 Penalty: 2613.145264
	Iteration 22Q: 3 clusters Score -166319.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -166324.156250 Penalty: 2613.145264
	Iteration 23Q: 3 clusters Score -166324.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -166326.828125 Penalty: 2613.145264
	Iteration 24Q: 3 clusters Score -166326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -166329.328125 Penalty: 2613.145264
	Iteration 25Q: 3 clusters Score -166329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -166330.375000 Penalty: 2613.145264
	Iteration 26Q: 3 clusters Score -166330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -166331.546875 Penalty: 2613.145264
	Iteration 27Q: 3 clusters Score -166331.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -166332.406250 Penalty: 2613.145264
	Iteration 28Q: 3 clusters Score -166332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -166332.406250 Penalty: 2613.145264
	Iteration 29F: 3 clusters Score -166332.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -72980.859375 Penalty: 1176.722046
	Iteration 0F: 2 clusters Score -72980.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -71263.265625 Penalty: 2353.444092
	Iteration 0F: 3 clusters Score -71263.27 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -71597.484375 Penalty: 2353.444092
	Iteration 1F: 3 clusters Score -71597.48 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -71688.765625 Penalty: 2353.444092
	Iteration 2F: 3 clusters Score -71688.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -71764.148438 Penalty: 2353.444092
	Iteration 3Q: 3 clusters Score -71764.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -71850.679688 Penalty: 2353.444092
	Iteration 4Q: 3 clusters Score -71850.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -71904.148438 Penalty: 2353.444092
	Iteration 5Q: 3 clusters Score -71904.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71934.851562 Penalty: 2353.444092
	Iteration 6Q: 3 clusters Score -71934.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -71958.109375 Penalty: 2353.444092
	Iteration 7Q: 3 clusters Score -71958.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71986.179688 Penalty: 2353.444092
	Iteration 8Q: 3 clusters Score -71986.18 nChanged 32
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: -72019.835938 Penalty: 2353.444092
	Iteration 9Q: 3 clusters Score -72019.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72063.500000 Penalty: 2353.444092
	Iteration 10Q: 3 clusters Score -72063.5 nChanged 34
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: -72117.789062 Penalty: 2353.444092
	Iteration 11Q: 3 clusters Score -72117.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -72176.148438 Penalty: 2353.444092
	Iteration 12Q: 3 clusters Score -72176.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -72227.460938 Penalty: 2353.444092
	Iteration 13Q: 3 clusters Score -72227.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -72267.335938 Penalty: 2353.444092
	Iteration 14Q: 3 clusters Score -72267.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -72312.289062 Penalty: 2353.444092
	Iteration 15Q: 3 clusters Score -72312.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -72335.007812 Penalty: 2353.444092
	Iteration 16Q: 3 clusters Score -72335.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -72351.437500 Penalty: 2353.444092
	Iteration 17Q: 3 clusters Score -72351.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -72371.648438 Penalty: 2353.444092
	Iteration 18Q: 3 clusters Score -72371.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -72398.945312 Penalty: 2353.444092
	Iteration 19Q: 3 clusters Score -72398.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -72428.867188 Penalty: 2353.444092
	Iteration 20F: 3 clusters Score -72428.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -72462.835938 Penalty: 2353.444092
	Iteration 21Q: 3 clusters Score -72462.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -72495.343750 Penalty: 2353.444092
	Iteration 22Q: 3 clusters Score -72495.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -72519.195312 Penalty: 2353.444092
	Iteration 23Q: 3 clusters Score -72519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -72539.570312 Penalty: 2353.444092
	Iteration 24Q: 3 clusters Score -72539.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -72551.531250 Penalty: 2353.444092
	Iteration 25Q: 3 clusters Score -72551.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -72557.007812 Penalty: 2353.444092
	Iteration 26Q: 3 clusters Score -72557.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -72558.585938 Penalty: 2353.444092
	Iteration 27Q: 3 clusters Score -72558.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -72558.585938 Penalty: 2353.444092
	Iteration 28F: 3 clusters Score -72558.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 25862 members 
Mstep: Class 3 contains 95460 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 8717 members 
Mstep: Class 6 contains 11852 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 18125 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 40095 members 
Mstep: Class 15 contains 111875 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 38770 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 7480 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 3078 members 
Mstep: Class 28 contains 5486 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34148200.000000 Penalty: 69384.421875
Iteration 119Q: 33 clusters Score -3.41482e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 25867 members 
Mstep: Class 3 contains 95816 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 12264 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 5780 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 18183 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 40606 members 
Mstep: Class 15 contains 110921 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 7446 members 
Mstep: Class 18 contains 39148 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 40566 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 7493 members 
Mstep: Class 23 contains 2750 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 4084 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 3083 members 
Mstep: Class 28 contains 5499 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 1402 members 
Mstep: Class 31 contains 136613 members 
Mstep: Class 32 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34150380.000000 Penalty: 69384.421875
Iteration 120F: 33 clusters Score -3.415038e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 25878 members 
Mstep: Class 3 contains 95959 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 8795 members 
Mstep: Class 6 contains 12247 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 7643 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 18135 members 
Mstep: Class 13 contains 10923 members 
Mstep: Class 14 contains 40572 members 
Mstep: Class 15 contains 110055 members 
Mstep: Class 16 contains 2842 members 
Mstep: Class 17 contains 7514 members 
Mstep: Class 18 contains 39225 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 40822 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 7492 members 
Mstep: Class 23 contains 2779 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 3184 members 
Mstep: Class 27 contains 3084 members 
Mstep: Class 28 contains 5502 members 
Mstep: Class 29 contains 3128 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 137432 members 
Mstep: Class 32 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34151056.000000 Penalty: 69384.421875
Iteration 121Q: 33 clusters Score -3.415106e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 25897 members 
Mstep: Class 3 contains 95990 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 8736 members 
Mstep: Class 6 contains 12303 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 5202 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 18095 members 
Mstep: Class 13 contains 10908 members 
Mstep: Class 14 contains 40567 members 
Mstep: Class 15 contains 109531 members 
Mstep: Class 16 contains 2853 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 39279 members 
Mstep: Class 19 contains 5310 members 
Mstep: Class 20 contains 40992 members 
Mstep: Class 21 contains 2066 members 
Mstep: Class 22 contains 7485 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 4048 members 
Mstep: Class 26 contains 3195 members 
Mstep: Class 27 contains 3084 members 
Mstep: Class 28 contains 5485 members 
Mstep: Class 29 contains 3112 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 137823 members 
Mstep: Class 32 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34151312.000000 Penalty: 69384.421875
Iteration 122Q: 33 clusters Score -3.415131e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 25898 members 
Mstep: Class 3 contains 95995 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 8681 members 
Mstep: Class 6 contains 12344 members 
Mstep: Class 7 contains 2477 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 5083 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 18063 members 
Mstep: Class 13 contains 10890 members 
Mstep: Class 14 contains 40575 members 
Mstep: Class 15 contains 109127 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 7587 members 
Mstep: Class 18 contains 39307 members 
Mstep: Class 19 contains 5320 members 
Mstep: Class 20 contains 41197 members 
Mstep: Class 21 contains 2069 members 
Mstep: Class 22 contains 7484 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 3199 members 
Mstep: Class 27 contains 3081 members 
Mstep: Class 28 contains 5479 members 
Mstep: Class 29 contains 3098 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 138111 members 
Mstep: Class 32 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34151496.000000 Penalty: 69384.421875
Iteration 123Q: 33 clusters Score -3.41515e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 25895 members 
Mstep: Class 3 contains 95999 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 8608 members 
Mstep: Class 6 contains 12360 members 
Mstep: Class 7 contains 2478 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 18042 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 40589 members 
Mstep: Class 15 contains 108831 members 
Mstep: Class 16 contains 2865 members 
Mstep: Class 17 contains 7607 members 
Mstep: Class 18 contains 39337 members 
Mstep: Class 19 contains 5329 members 
Mstep: Class 20 contains 41326 members 
Mstep: Class 21 contains 2075 members 
Mstep: Class 22 contains 7486 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 3200 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 5482 members 
Mstep: Class 29 contains 3094 members 
Mstep: Class 30 contains 1411 members 
Mstep: Class 31 contains 138335 members 
Mstep: Class 32 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34151592.000000 Penalty: 69384.421875
Iteration 124Q: 33 clusters Score -3.415159e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 25886 members 
Mstep: Class 3 contains 95977 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 12366 members 
Mstep: Class 7 contains 2479 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 18027 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 40587 members 
Mstep: Class 15 contains 108599 members 
Mstep: Class 16 contains 2870 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 39355 members 
Mstep: Class 19 contains 5348 members 
Mstep: Class 20 contains 41472 members 
Mstep: Class 21 contains 2079 members 
Mstep: Class 22 contains 7490 members 
Mstep: Class 23 contains 2866 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 4041 members 
Mstep: Class 26 contains 3202 members 
Mstep: Class 27 contains 3086 members 
Mstep: Class 28 contains 5492 members 
Mstep: Class 29 contains 3091 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 138522 members 
Mstep: Class 32 contains 1194 members 
Entering Unmasked Estep 
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Iteration 125Q: 33 clusters Score -3.41517e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 25882 members 
Mstep: Class 3 contains 95954 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 8474 members 
Mstep: Class 6 contains 12368 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 4893 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 18004 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 40579 members 
Mstep: Class 15 contains 108417 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 39370 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 41591 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 7488 members 
Mstep: Class 23 contains 2881 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3203 members 
Mstep: Class 27 contains 3081 members 
Mstep: Class 28 contains 5499 members 
Mstep: Class 29 contains 3085 members 
Mstep: Class 30 contains 1416 members 
Mstep: Class 31 contains 138688 members 
Mstep: Class 32 contains 1193 members 
Entering Unmasked Estep 
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Iteration 126Q: 33 clusters Score -3.41518e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 25877 members 
Mstep: Class 3 contains 95923 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 8427 members 
Mstep: Class 6 contains 12378 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 4853 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 1152 members 
Mstep: Class 12 contains 17987 members 
Mstep: Class 13 contains 10851 members 
Mstep: Class 14 contains 40567 members 
Mstep: Class 15 contains 108275 members 
Mstep: Class 16 contains 2892 members 
Mstep: Class 17 contains 7648 members 
Mstep: Class 18 contains 39387 members 
Mstep: Class 19 contains 5374 members 
Mstep: Class 20 contains 41685 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 7486 members 
Mstep: Class 23 contains 2895 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 3206 members 
Mstep: Class 27 contains 3070 members 
Mstep: Class 28 contains 5506 members 
Mstep: Class 29 contains 3082 members 
Mstep: Class 30 contains 1418 members 
Mstep: Class 31 contains 138812 members 
Mstep: Class 32 contains 1191 members 
Entering Unmasked Estep 
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Iteration 127Q: 33 clusters Score -3.415184e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 25865 members 
Mstep: Class 3 contains 95891 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 8370 members 
Mstep: Class 6 contains 12389 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 1152 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 10836 members 
Mstep: Class 14 contains 40552 members 
Mstep: Class 15 contains 108161 members 
Mstep: Class 16 contains 2902 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 39401 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 41756 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 7489 members 
Mstep: Class 23 contains 2908 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 3208 members 
Mstep: Class 27 contains 3062 members 
Mstep: Class 28 contains 5516 members 
Mstep: Class 29 contains 3078 members 
Mstep: Class 30 contains 1421 members 
Mstep: Class 31 contains 138915 members 
Mstep: Class 32 contains 1196 members 
Entering Unmasked Estep 
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Score: -34151896.000000 Penalty: 69384.421875
Iteration 128Q: 33 clusters Score -3.41519e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 25843 members 
Mstep: Class 3 contains 95852 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 12397 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 4817 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 17954 members 
Mstep: Class 13 contains 10829 members 
Mstep: Class 14 contains 40545 members 
Mstep: Class 15 contains 108056 members 
Mstep: Class 16 contains 2909 members 
Mstep: Class 17 contains 7663 members 
Mstep: Class 18 contains 39412 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 41845 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 7490 members 
Mstep: Class 23 contains 2924 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 3208 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 5527 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 139008 members 
Mstep: Class 32 contains 1203 members 
Entering Unmasked Estep 
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Iteration 129Q: 33 clusters Score -3.415204e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 25825 members 
Mstep: Class 3 contains 95809 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 8256 members 
Mstep: Class 6 contains 12392 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 7642 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 17936 members 
Mstep: Class 13 contains 10816 members 
Mstep: Class 14 contains 40531 members 
Mstep: Class 15 contains 107984 members 
Mstep: Class 16 contains 2918 members 
Mstep: Class 17 contains 7670 members 
Mstep: Class 18 contains 39428 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 41932 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 7494 members 
Mstep: Class 23 contains 2936 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 4032 members 
Mstep: Class 26 contains 3207 members 
Mstep: Class 27 contains 3055 members 
Mstep: Class 28 contains 5543 members 
Mstep: Class 29 contains 3071 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 139083 members 
Mstep: Class 32 contains 1208 members 
Entering Unmasked Estep 
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Score: -34152064.000000 Penalty: 69384.421875
Iteration 130Q: 33 clusters Score -3.415206e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 25812 members 
Mstep: Class 3 contains 95753 members 
Mstep: Class 4 contains 1781 members 
Mstep: Class 5 contains 8217 members 
Mstep: Class 6 contains 12397 members 
Mstep: Class 7 contains 2487 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 17919 members 
Mstep: Class 13 contains 10810 members 
Mstep: Class 14 contains 40512 members 
Mstep: Class 15 contains 107906 members 
Mstep: Class 16 contains 2925 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 39437 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 42059 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 7497 members 
Mstep: Class 23 contains 2941 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 3207 members 
Mstep: Class 27 contains 3050 members 
Mstep: Class 28 contains 5557 members 
Mstep: Class 29 contains 3065 members 
Mstep: Class 30 contains 1429 members 
Mstep: Class 31 contains 139133 members 
Mstep: Class 32 contains 1212 members 
Entering Unmasked Estep 
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Score: -34152092.000000 Penalty: 69384.421875
Iteration 131Q: 33 clusters Score -3.415209e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 25792 members 
Mstep: Class 3 contains 95704 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 10804 members 
Mstep: Class 14 contains 40511 members 
Mstep: Class 15 contains 107838 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 7679 members 
Mstep: Class 18 contains 39443 members 
Mstep: Class 19 contains 5441 members 
Mstep: Class 20 contains 42165 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 7502 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 3207 members 
Mstep: Class 27 contains 3042 members 
Mstep: Class 28 contains 5571 members 
Mstep: Class 29 contains 3065 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 139174 members 
Mstep: Class 32 contains 1213 members 
Entering Unmasked Estep 
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Iteration 132Q: 33 clusters Score -3.41521e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 25774 members 
Mstep: Class 3 contains 95652 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 8155 members 
Mstep: Class 6 contains 12392 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 4772 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 10800 members 
Mstep: Class 14 contains 40514 members 
Mstep: Class 15 contains 107793 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 39449 members 
Mstep: Class 19 contains 5455 members 
Mstep: Class 20 contains 42238 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 3209 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 1432 members 
Mstep: Class 31 contains 139211 members 
Mstep: Class 32 contains 1216 members 
Entering Unmasked Estep 
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Iteration 133Q: 33 clusters Score -3.415213e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 25769 members 
Mstep: Class 3 contains 95596 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 8127 members 
Mstep: Class 6 contains 12394 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 4767 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 17898 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 107759 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7679 members 
Mstep: Class 18 contains 39450 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 42313 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 7530 members 
Mstep: Class 23 contains 2941 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 3211 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 5590 members 
Mstep: Class 29 contains 3059 members 
Mstep: Class 30 contains 1434 members 
Mstep: Class 31 contains 139234 members 
Mstep: Class 32 contains 1219 members 
Entering Unmasked Estep 
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Iteration 134Q: 33 clusters Score -3.415217e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 25761 members 
Mstep: Class 3 contains 95526 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 12393 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 4753 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 17890 members 
Mstep: Class 13 contains 10792 members 
Mstep: Class 14 contains 40518 members 
Mstep: Class 15 contains 107730 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7675 members 
Mstep: Class 18 contains 39454 members 
Mstep: Class 19 contains 5483 members 
Mstep: Class 20 contains 42380 members 
Mstep: Class 21 contains 2091 members 
Mstep: Class 22 contains 7552 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 3212 members 
Mstep: Class 27 contains 3029 members 
Mstep: Class 28 contains 5601 members 
Mstep: Class 29 contains 3051 members 
Mstep: Class 30 contains 1437 members 
Mstep: Class 31 contains 139261 members 
Mstep: Class 32 contains 1221 members 
Entering Unmasked Estep 
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Iteration 135Q: 33 clusters Score -3.415224e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 95477 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 8099 members 
Mstep: Class 6 contains 12392 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 4743 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 17884 members 
Mstep: Class 13 contains 10790 members 
Mstep: Class 14 contains 40518 members 
Mstep: Class 15 contains 107681 members 
Mstep: Class 16 contains 2941 members 
Mstep: Class 17 contains 7675 members 
Mstep: Class 18 contains 39459 members 
Mstep: Class 19 contains 5504 members 
Mstep: Class 20 contains 42436 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 7577 members 
Mstep: Class 23 contains 2945 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 3213 members 
Mstep: Class 27 contains 3026 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 3044 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 139277 members 
Mstep: Class 32 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 33 clusters Score -3.415229e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 25748 members 
Mstep: Class 3 contains 95418 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 12393 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 4739 members 
Mstep: Class 10 contains 7656 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 17881 members 
Mstep: Class 13 contains 10785 members 
Mstep: Class 14 contains 40515 members 
Mstep: Class 15 contains 107655 members 
Mstep: Class 16 contains 2941 members 
Mstep: Class 17 contains 7674 members 
Mstep: Class 18 contains 39465 members 
Mstep: Class 19 contains 5516 members 
Mstep: Class 20 contains 42485 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 7600 members 
Mstep: Class 23 contains 2947 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 3213 members 
Mstep: Class 27 contains 3019 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 3042 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139292 members 
Mstep: Class 32 contains 1223 members 
Entering Unmasked Estep 
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Iteration 137Q: 33 clusters Score -3.415219e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 25739 members 
Mstep: Class 3 contains 95358 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 8075 members 
Mstep: Class 6 contains 12388 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 2721 members 
Mstep: Class 9 contains 4737 members 
Mstep: Class 10 contains 7656 members 
Mstep: Class 11 contains 1158 members 
Mstep: Class 12 contains 17879 members 
Mstep: Class 13 contains 10781 members 
Mstep: Class 14 contains 40523 members 
Mstep: Class 15 contains 107621 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 39469 members 
Mstep: Class 19 contains 5531 members 
Mstep: Class 20 contains 42540 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 7622 members 
Mstep: Class 23 contains 2946 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 3213 members 
Mstep: Class 27 contains 3016 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 3041 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139315 members 
Mstep: Class 32 contains 1224 members 
Entering Unmasked Estep 
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Iteration 138Q: 33 clusters Score -3.41522e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 25739 members 
Mstep: Class 3 contains 95291 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 8048 members 
Mstep: Class 6 contains 12392 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 4731 members 
Mstep: Class 10 contains 7655 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 17878 members 
Mstep: Class 13 contains 10775 members 
Mstep: Class 14 contains 40527 members 
Mstep: Class 15 contains 107608 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7671 members 
Mstep: Class 18 contains 39468 members 
Mstep: Class 19 contains 5536 members 
Mstep: Class 20 contains 42596 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 7649 members 
Mstep: Class 23 contains 2944 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 3213 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 5625 members 
Mstep: Class 29 contains 3040 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139334 members 
Mstep: Class 32 contains 1227 members 
Entering Unmasked Estep 
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Iteration 139Q: 33 clusters Score -3.415221e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 25725 members 
Mstep: Class 3 contains 95230 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 8024 members 
Mstep: Class 6 contains 12395 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 4723 members 
Mstep: Class 10 contains 7657 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 13 contains 10774 members 
Mstep: Class 14 contains 40537 members 
Mstep: Class 15 contains 107592 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7670 members 
Mstep: Class 18 contains 39468 members 
Mstep: Class 19 contains 5541 members 
Mstep: Class 20 contains 42642 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 3213 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 3040 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139353 members 
Mstep: Class 32 contains 1227 members 
Entering Unmasked Estep 
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Iteration 140F: 33 clusters Score -3.415219e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 25723 members 
Mstep: Class 3 contains 95173 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 7998 members 
Mstep: Class 6 contains 12400 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 4723 members 
Mstep: Class 10 contains 7659 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 17874 members 
Mstep: Class 13 contains 10777 members 
Mstep: Class 14 contains 40538 members 
Mstep: Class 15 contains 107584 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 39466 members 
Mstep: Class 19 contains 5539 members 
Mstep: Class 20 contains 42678 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 2942 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 3215 members 
Mstep: Class 27 contains 3016 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 3039 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139363 members 
Mstep: Class 32 contains 1228 members 
Entering Unmasked Estep 
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Iteration 141Q: 33 clusters Score -3.41522e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 25720 members 
Mstep: Class 3 contains 95112 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 7974 members 
Mstep: Class 6 contains 12402 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 4719 members 
Mstep: Class 10 contains 7666 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 17871 members 
Mstep: Class 13 contains 10775 members 
Mstep: Class 14 contains 40533 members 
Mstep: Class 15 contains 107565 members 
Mstep: Class 16 contains 2938 members 
Mstep: Class 17 contains 7668 members 
Mstep: Class 18 contains 39470 members 
Mstep: Class 19 contains 5548 members 
Mstep: Class 20 contains 42732 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 7749 members 
Mstep: Class 23 contains 2941 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 3217 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 3037 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139373 members 
Mstep: Class 32 contains 1231 members 
Entering Unmasked Estep 
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Iteration 142Q: 33 clusters Score -3.415217e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 25715 members 
Mstep: Class 3 contains 95055 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 6 contains 12400 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 4718 members 
Mstep: Class 10 contains 7669 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 17870 members 
Mstep: Class 13 contains 10770 members 
Mstep: Class 14 contains 40528 members 
Mstep: Class 15 contains 107550 members 
Mstep: Class 16 contains 2938 members 
Mstep: Class 17 contains 7664 members 
Mstep: Class 18 contains 39469 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 42784 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 3217 members 
Mstep: Class 27 contains 3012 members 
Mstep: Class 28 contains 5634 members 
Mstep: Class 29 contains 3038 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 139393 members 
Mstep: Class 32 contains 1235 members 
Entering Unmasked Estep 
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Iteration 143Q: 33 clusters Score -3.415217e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 25703 members 
Mstep: Class 3 contains 95003 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 6 contains 12401 members 
Mstep: Class 7 contains 2487 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 4719 members 
Mstep: Class 10 contains 7674 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 17869 members 
Mstep: Class 13 contains 10763 members 
Mstep: Class 14 contains 40537 members 
Mstep: Class 15 contains 107528 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 7666 members 
Mstep: Class 18 contains 39468 members 
Mstep: Class 19 contains 5559 members 
Mstep: Class 20 contains 42821 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 7809 members 
Mstep: Class 23 contains 2940 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 3217 members 
Mstep: Class 27 contains 3011 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 3037 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 139403 members 
Mstep: Class 32 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152124.000000 Penalty: 69384.421875
Iteration 144Q: 33 clusters Score -3.415212e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 25689 members 
Mstep: Class 3 contains 94956 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 12405 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 4717 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 17869 members 
Mstep: Class 13 contains 10763 members 
Mstep: Class 14 contains 40535 members 
Mstep: Class 15 contains 107510 members 
Mstep: Class 16 contains 2938 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 39466 members 
Mstep: Class 19 contains 5563 members 
Mstep: Class 20 contains 42857 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 3217 members 
Mstep: Class 27 contains 3010 members 
Mstep: Class 28 contains 5641 members 
Mstep: Class 29 contains 3035 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 139401 members 
Mstep: Class 32 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152196.000000 Penalty: 69384.421875
Iteration 145Q: 33 clusters Score -3.41522e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 25685 members 
Mstep: Class 3 contains 94890 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 12404 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 4716 members 
Mstep: Class 10 contains 7684 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 17866 members 
Mstep: Class 13 contains 10762 members 
Mstep: Class 14 contains 40533 members 
Mstep: Class 15 contains 107497 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7676 members 
Mstep: Class 18 contains 39464 members 
Mstep: Class 19 contains 5567 members 
Mstep: Class 20 contains 42897 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 22 contains 7898 members 
Mstep: Class 23 contains 2946 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 3218 members 
Mstep: Class 27 contains 3010 members 
Mstep: Class 28 contains 5644 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1439 members 
Mstep: Class 31 contains 139404 members 
Mstep: Class 32 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152164.000000 Penalty: 69384.421875
Iteration 146Q: 33 clusters Score -3.415216e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 25679 members 
Mstep: Class 3 contains 94843 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 7863 members 
Mstep: Class 6 contains 12404 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 4719 members 
Mstep: Class 10 contains 7683 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 17864 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 40527 members 
Mstep: Class 15 contains 107484 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 39466 members 
Mstep: Class 19 contains 5569 members 
Mstep: Class 20 contains 42931 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 2947 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 3219 members 
Mstep: Class 27 contains 3011 members 
Mstep: Class 28 contains 5649 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 139413 members 
Mstep: Class 32 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152196.000000 Penalty: 69384.421875
Iteration 147Q: 33 clusters Score -3.41522e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 25676 members 
Mstep: Class 3 contains 94800 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 7837 members 
Mstep: Class 6 contains 12404 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 4721 members 
Mstep: Class 10 contains 7687 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 17861 members 
Mstep: Class 13 contains 10762 members 
Mstep: Class 14 contains 40519 members 
Mstep: Class 15 contains 107474 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 39464 members 
Mstep: Class 19 contains 5574 members 
Mstep: Class 20 contains 42962 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 7977 members 
Mstep: Class 23 contains 2949 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 3219 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 3029 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139416 members 
Mstep: Class 32 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152260.000000 Penalty: 69384.421875
Iteration 148Q: 33 clusters Score -3.415226e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 25674 members 
Mstep: Class 3 contains 94746 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 7812 members 
Mstep: Class 6 contains 12400 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 4726 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 17857 members 
Mstep: Class 13 contains 10758 members 
Mstep: Class 14 contains 40518 members 
Mstep: Class 15 contains 107463 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 39465 members 
Mstep: Class 19 contains 5578 members 
Mstep: Class 20 contains 43005 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 8013 members 
Mstep: Class 23 contains 2949 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 3219 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 3029 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139418 members 
Mstep: Class 32 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152232.000000 Penalty: 69384.421875
Iteration 149Q: 33 clusters Score -3.415223e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 25675 members 
Mstep: Class 3 contains 94696 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 2487 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 4731 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 10755 members 
Mstep: Class 14 contains 40515 members 
Mstep: Class 15 contains 107457 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 39464 members 
Mstep: Class 19 contains 5580 members 
Mstep: Class 20 contains 43044 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 8048 members 
Mstep: Class 23 contains 2949 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 3219 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 3028 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139423 members 
Mstep: Class 32 contains 1244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152228.000000 Penalty: 69384.421875
Iteration 150Q: 33 clusters Score -3.415223e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 25678 members 
Mstep: Class 3 contains 94633 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 7763 members 
Mstep: Class 6 contains 12397 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 4731 members 
Mstep: Class 10 contains 7709 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 17852 members 
Mstep: Class 13 contains 10757 members 
Mstep: Class 14 contains 40513 members 
Mstep: Class 15 contains 107444 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 39463 members 
Mstep: Class 19 contains 5584 members 
Mstep: Class 20 contains 43071 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 8091 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3012 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 3028 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 139431 members 
Mstep: Class 32 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152268.000000 Penalty: 69384.421875
Iteration 151Q: 33 clusters Score -3.415227e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 25681 members 
Mstep: Class 3 contains 94553 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 12397 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 4729 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 17848 members 
Mstep: Class 13 contains 10753 members 
Mstep: Class 14 contains 40511 members 
Mstep: Class 15 contains 107434 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 39464 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 43116 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 8148 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3012 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 3027 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 139444 members 
Mstep: Class 32 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152336.000000 Penalty: 69384.421875
Iteration 152Q: 33 clusters Score -3.415234e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 25685 members 
Mstep: Class 3 contains 94467 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 7717 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 4723 members 
Mstep: Class 10 contains 7715 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 17846 members 
Mstep: Class 13 contains 10749 members 
Mstep: Class 14 contains 40512 members 
Mstep: Class 15 contains 107418 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 39467 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43154 members 
Mstep: Class 21 contains 2097 members 
Mstep: Class 22 contains 8206 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 139457 members 
Mstep: Class 32 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152312.000000 Penalty: 69384.421875
Iteration 153Q: 33 clusters Score -3.415231e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 25698 members 
Mstep: Class 3 contains 94362 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 7703 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 2480 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 4720 members 
Mstep: Class 10 contains 7718 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 17842 members 
Mstep: Class 13 contains 10747 members 
Mstep: Class 14 contains 40515 members 
Mstep: Class 15 contains 107404 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 39471 members 
Mstep: Class 19 contains 5596 members 
Mstep: Class 20 contains 43203 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 8254 members 
Mstep: Class 23 contains 2951 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 139470 members 
Mstep: Class 32 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152348.000000 Penalty: 69384.421875
Iteration 154Q: 33 clusters Score -3.415235e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 25707 members 
Mstep: Class 3 contains 94278 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 7690 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 4722 members 
Mstep: Class 10 contains 7718 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 17839 members 
Mstep: Class 13 contains 10748 members 
Mstep: Class 14 contains 40532 members 
Mstep: Class 15 contains 107390 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 39475 members 
Mstep: Class 19 contains 5596 members 
Mstep: Class 20 contains 43241 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 8282 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3012 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 139477 members 
Mstep: Class 32 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152388.000000 Penalty: 69384.421875
Iteration 155Q: 33 clusters Score -3.415239e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25706 members 
Mstep: Class 3 contains 94206 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 7677 members 
Mstep: Class 6 contains 12395 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 4723 members 
Mstep: Class 10 contains 7721 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 17839 members 
Mstep: Class 13 contains 10748 members 
Mstep: Class 14 contains 40535 members 
Mstep: Class 15 contains 107370 members 
Mstep: Class 16 contains 2941 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 39477 members 
Mstep: Class 19 contains 5596 members 
Mstep: Class 20 contains 43291 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 8317 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 139485 members 
Mstep: Class 32 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152396.000000 Penalty: 69384.421875
Iteration 156Q: 33 clusters Score -3.41524e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 25703 members 
Mstep: Class 3 contains 94147 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 7663 members 
Mstep: Class 6 contains 12395 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 4727 members 
Mstep: Class 10 contains 7719 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 17838 members 
Mstep: Class 13 contains 10749 members 
Mstep: Class 14 contains 40535 members 
Mstep: Class 15 contains 107357 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 39482 members 
Mstep: Class 19 contains 5596 members 
Mstep: Class 20 contains 43325 members 
Mstep: Class 21 contains 2097 members 
Mstep: Class 22 contains 8354 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 139487 members 
Mstep: Class 32 contains 1244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152300.000000 Penalty: 69384.421875
Iteration 157Q: 33 clusters Score -3.41523e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 25704 members 
Mstep: Class 3 contains 94099 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 7653 members 
Mstep: Class 6 contains 12395 members 
Mstep: Class 7 contains 2485 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 4734 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17836 members 
Mstep: Class 13 contains 10749 members 
Mstep: Class 14 contains 40537 members 
Mstep: Class 15 contains 107345 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 39484 members 
Mstep: Class 19 contains 5596 members 
Mstep: Class 20 contains 43348 members 
Mstep: Class 21 contains 2097 members 
Mstep: Class 22 contains 8377 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 139492 members 
Mstep: Class 32 contains 1244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152412.000000 Penalty: 69384.421875
Iteration 158Q: 33 clusters Score -3.415241e+07 nChanged 154
Entering ConstructFrom: 
Score: -34152412.000000 Penalty: 69384.421875
Entering ConstructFrom: 
Trying to split cluster 1 (10645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Entering Unmasked Estep 
Score: -600627.875000 Penalty: 1506.837402
	Iteration 0F: 2 clusters Score -600627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -593018.187500 Penalty: 3013.674805
	Iteration 0F: 3 clusters Score -593018.2 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -595720.500000 Penalty: 3013.674805
	Iteration 1F: 3 clusters Score -595720.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -596180.937500 Penalty: 3013.674805
	Iteration 2F: 3 clusters Score -596180.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -596704.750000 Penalty: 3013.674805
	Iteration 3F: 3 clusters Score -596704.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -597327.937500 Penalty: 3013.674805
	Iteration 4F: 3 clusters Score -597327.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -597987.125000 Penalty: 3013.674805
	Iteration 5F: 3 clusters Score -597987.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -598576.375000 Penalty: 3013.674805
	Iteration 6F: 3 clusters Score -598576.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -598985.062500 Penalty: 3013.674805
	Iteration 7Q: 3 clusters Score -598985.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -599229.437500 Penalty: 3013.674805
	Iteration 8Q: 3 clusters Score -599229.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -599381.000000 Penalty: 3013.674805
	Iteration 9Q: 3 clusters Score -599381 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -599489.312500 Penalty: 3013.674805
	Iteration 10Q: 3 clusters Score -599489.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -599556.375000 Penalty: 3013.674805
	Iteration 11Q: 3 clusters Score -599556.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -599620.562500 Penalty: 3013.674805
	Iteration 12Q: 3 clusters Score -599620.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -599685.250000 Penalty: 3013.674805
	Iteration 13Q: 3 clusters Score -599685.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -599735.500000 Penalty: 3013.674805
	Iteration 14Q: 3 clusters Score -599735.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -599778.375000 Penalty: 3013.674805
	Iteration 15Q: 3 clusters Score -599778.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -599815.687500 Penalty: 3013.674805
	Iteration 16Q: 3 clusters Score -599815.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -599851.250000 Penalty: 3013.674805
	Iteration 17Q: 3 clusters Score -599851.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -599877.750000 Penalty: 3013.674805
	Iteration 18Q: 3 clusters Score -599877.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -599893.375000 Penalty: 3013.674805
	Iteration 19Q: 3 clusters Score -599893.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -599905.687500 Penalty: 3013.674805
	Iteration 20F: 3 clusters Score -599905.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -599916.625000 Penalty: 3013.674805
	Iteration 21Q: 3 clusters Score -599916.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -599929.625000 Penalty: 3013.674805
	Iteration 22Q: 3 clusters Score -599929.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -599940.562500 Penalty: 3013.674805
	Iteration 23Q: 3 clusters Score -599940.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -599949.625000 Penalty: 3013.674805
	Iteration 24Q: 3 clusters Score -599949.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -599958.437500 Penalty: 3013.674805
	Iteration 25Q: 3 clusters Score -599958.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -599963.375000 Penalty: 3013.674805
	Iteration 26Q: 3 clusters Score -599963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -599966.375000 Penalty: 3013.674805
	Iteration 27Q: 3 clusters Score -599966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -599970.125000 Penalty: 3013.674805
	Iteration 28Q: 3 clusters Score -599970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -599972.500000 Penalty: 3013.674805
	Iteration 29Q: 3 clusters Score -599972.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -599978.687500 Penalty: 3013.674805
	Iteration 30Q: 3 clusters Score -599978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -599982.062500 Penalty: 3013.674805
	Iteration 31Q: 3 clusters Score -599982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -599982.875000 Penalty: 3013.674805
	Iteration 32Q: 3 clusters Score -599982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -599983.375000 Penalty: 3013.674805
	Iteration 33Q: 3 clusters Score -599983.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -599983.375000 Penalty: 3013.674805
	Iteration 34F: 3 clusters Score -599983.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Entering Unmasked Estep 
Score: -1438792.875000 Penalty: 1650.147217
	Iteration 0F: 2 clusters Score -1438793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1421330.250000 Penalty: 3300.294434
	Iteration 0F: 3 clusters Score -1421330 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1427971.125000 Penalty: 3300.294434
	Iteration 1F: 3 clusters Score -1427971 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1428858.625000 Penalty: 3300.294434
	Iteration 2F: 3 clusters Score -1428859 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1430096.750000 Penalty: 3300.294434
	Iteration 3F: 3 clusters Score -1430097 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1431663.750000 Penalty: 3300.294434
	Iteration 4F: 3 clusters Score -1431664 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1433405.375000 Penalty: 3300.294434
	Iteration 5F: 3 clusters Score -1433405 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1434999.375000 Penalty: 3300.294434
	Iteration 6F: 3 clusters Score -1434999 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1435956.500000 Penalty: 3300.294434
	Iteration 7F: 3 clusters Score -1435956 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1436462.750000 Penalty: 3300.294434
	Iteration 8Q: 3 clusters Score -1436463 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1436716.000000 Penalty: 3300.294434
	Iteration 9Q: 3 clusters Score -1436716 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1436849.000000 Penalty: 3300.294434
	Iteration 10Q: 3 clusters Score -1436849 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1436950.250000 Penalty: 3300.294434
	Iteration 11Q: 3 clusters Score -1436950 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1437037.625000 Penalty: 3300.294434
	Iteration 12Q: 3 clusters Score -1437038 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1437094.625000 Penalty: 3300.294434
	Iteration 13Q: 3 clusters Score -1437095 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1437142.000000 Penalty: 3300.294434
	Iteration 14Q: 3 clusters Score -1437142 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1437189.500000 Penalty: 3300.294434
	Iteration 15Q: 3 clusters Score -1437190 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1437226.875000 Penalty: 3300.294434
	Iteration 16Q: 3 clusters Score -1437227 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1437262.750000 Penalty: 3300.294434
	Iteration 17Q: 3 clusters Score -1437263 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1437303.625000 Penalty: 3300.294434
	Iteration 18Q: 3 clusters Score -1437304 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1437337.000000 Penalty: 3300.294434
	Iteration 19Q: 3 clusters Score -1437337 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1437374.750000 Penalty: 3300.294434
	Iteration 20F: 3 clusters Score -1437375 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1437405.750000 Penalty: 3300.294434
	Iteration 21Q: 3 clusters Score -1437406 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1437441.125000 Penalty: 3300.294434
	Iteration 22Q: 3 clusters Score -1437441 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1437473.375000 Penalty: 3300.294434
	Iteration 23Q: 3 clusters Score -1437473 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1437503.250000 Penalty: 3300.294434
	Iteration 24Q: 3 clusters Score -1437503 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1437527.250000 Penalty: 3300.294434
	Iteration 25Q: 3 clusters Score -1437527 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1437551.875000 Penalty: 3300.294434
	Iteration 26Q: 3 clusters Score -1437552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1437570.625000 Penalty: 3300.294434
	Iteration 27Q: 3 clusters Score -1437571 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1437590.250000 Penalty: 3300.294434
	Iteration 28Q: 3 clusters Score -1437590 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1437610.375000 Penalty: 3300.294434
	Iteration 29Q: 3 clusters Score -1437610 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1437618.375000 Penalty: 3300.294434
	Iteration 30Q: 3 clusters Score -1437618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1437625.250000 Penalty: 3300.294434
	Iteration 31Q: 3 clusters Score -1437625 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1437641.000000 Penalty: 3300.294434
	Iteration 32Q: 3 clusters Score -1437641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1437648.125000 Penalty: 3300.294434
	Iteration 33Q: 3 clusters Score -1437648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1437664.875000 Penalty: 3300.294434
	Iteration 34Q: 3 clusters Score -1437665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1437674.625000 Penalty: 3300.294434
	Iteration 35Q: 3 clusters Score -1437675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1437675.625000 Penalty: 3300.294434
	Iteration 36Q: 3 clusters Score -1437676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1437684.375000 Penalty: 3300.294434
	Iteration 37Q: 3 clusters Score -1437684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1437683.750000 Penalty: 3300.294434
	Iteration 38Q: 3 clusters Score -1437684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1437685.875000 Penalty: 3300.294434
	Iteration 39Q: 3 clusters Score -1437686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1437690.750000 Penalty: 3300.294434
	Iteration 40F: 3 clusters Score -1437691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1437703.875000 Penalty: 3300.294434
	Iteration 41Q: 3 clusters Score -1437704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1437704.875000 Penalty: 3300.294434
	Iteration 42Q: 3 clusters Score -1437705 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1437716.625000 Penalty: 3300.294434
	Iteration 43Q: 3 clusters Score -1437717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1437726.125000 Penalty: 3300.294434
	Iteration 44Q: 3 clusters Score -1437726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1437726.000000 Penalty: 3300.294434
	Iteration 45Q: 3 clusters Score -1437726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1437735.250000 Penalty: 3300.294434
	Iteration 46Q: 3 clusters Score -1437735 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1437744.750000 Penalty: 3300.294434
	Iteration 47Q: 3 clusters Score -1437745 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1437749.375000 Penalty: 3300.294434
	Iteration 48Q: 3 clusters Score -1437749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1437761.000000 Penalty: 3300.294434
	Iteration 49Q: 3 clusters Score -1437761 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1437767.125000 Penalty: 3300.294434
	Iteration 50Q: 3 clusters Score -1437767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1437777.500000 Penalty: 3300.294434
	Iteration 51Q: 3 clusters Score -1437778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1437785.500000 Penalty: 3300.294434
	Iteration 52Q: 3 clusters Score -1437786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1437798.625000 Penalty: 3300.294434
	Iteration 53Q: 3 clusters Score -1437799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1437805.250000 Penalty: 3300.294434
	Iteration 54Q: 3 clusters Score -1437805 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1437824.500000 Penalty: 3300.294434
	Iteration 55Q: 3 clusters Score -1437824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1437845.875000 Penalty: 3300.294434
	Iteration 56Q: 3 clusters Score -1437846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1437860.625000 Penalty: 3300.294434
	Iteration 57Q: 3 clusters Score -1437861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1437872.250000 Penalty: 3300.294434
	Iteration 58Q: 3 clusters Score -1437872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1437901.125000 Penalty: 3300.294434
	Iteration 59Q: 3 clusters Score -1437901 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1437920.125000 Penalty: 3300.294434
	Iteration 60F: 3 clusters Score -1437920 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1437959.125000 Penalty: 3300.294434
	Iteration 61Q: 3 clusters Score -1437959 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1437985.250000 Penalty: 3300.294434
	Iteration 62Q: 3 clusters Score -1437985 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1438014.625000 Penalty: 3300.294434
	Iteration 63Q: 3 clusters Score -1438015 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1438048.625000 Penalty: 3300.294434
	Iteration 64Q: 3 clusters Score -1438049 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1438076.125000 Penalty: 3300.294434
	Iteration 65Q: 3 clusters Score -1438076 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1438106.250000 Penalty: 3300.294434
	Iteration 66Q: 3 clusters Score -1438106 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1438141.875000 Penalty: 3300.294434
	Iteration 67Q: 3 clusters Score -1438142 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1438179.875000 Penalty: 3300.294434
	Iteration 68Q: 3 clusters Score -1438180 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1438214.375000 Penalty: 3300.294434
	Iteration 69Q: 3 clusters Score -1438214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1438242.625000 Penalty: 3300.294434
	Iteration 70Q: 3 clusters Score -1438243 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1438259.500000 Penalty: 3300.294434
	Iteration 71Q: 3 clusters Score -1438260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1438274.125000 Penalty: 3300.294434
	Iteration 72Q: 3 clusters Score -1438274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1438288.875000 Penalty: 3300.294434
	Iteration 73Q: 3 clusters Score -1438289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1438292.500000 Penalty: 3300.294434
	Iteration 74Q: 3 clusters Score -1438292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1438309.625000 Penalty: 3300.294434
	Iteration 75Q: 3 clusters Score -1438310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1438312.875000 Penalty: 3300.294434
	Iteration 76Q: 3 clusters Score -1438313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1438322.125000 Penalty: 3300.294434
	Iteration 77Q: 3 clusters Score -1438322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -1438327.000000 Penalty: 3300.294434
	Iteration 78Q: 3 clusters Score -1438327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1438337.875000 Penalty: 3300.294434
	Iteration 79Q: 3 clusters Score -1438338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1438344.000000 Penalty: 3300.294434
	Iteration 80F: 3 clusters Score -1438344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -1438358.875000 Penalty: 3300.294434
	Iteration 81Q: 3 clusters Score -1438359 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1438361.625000 Penalty: 3300.294434
	Iteration 82Q: 3 clusters Score -1438362 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1438379.750000 Penalty: 3300.294434
	Iteration 83Q: 3 clusters Score -1438380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -1438395.250000 Penalty: 3300.294434
	Iteration 84Q: 3 clusters Score -1438395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1438400.625000 Penalty: 3300.294434
	Iteration 85Q: 3 clusters Score -1438401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1438415.375000 Penalty: 3300.294434
	Iteration 86Q: 3 clusters Score -1438415 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1438425.500000 Penalty: 3300.294434
	Iteration 87Q: 3 clusters Score -1438426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1438434.000000 Penalty: 3300.294434
	Iteration 88Q: 3 clusters Score -1438434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1438446.000000 Penalty: 3300.294434
	Iteration 89Q: 3 clusters Score -1438446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1438447.875000 Penalty: 3300.294434
	Iteration 90Q: 3 clusters Score -1438448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1438460.375000 Penalty: 3300.294434
	Iteration 91Q: 3 clusters Score -1438460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1438467.750000 Penalty: 3300.294434
	Iteration 92Q: 3 clusters Score -1438468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -1438475.375000 Penalty: 3300.294434
	Iteration 93Q: 3 clusters Score -1438475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -1438487.125000 Penalty: 3300.294434
	Iteration 94Q: 3 clusters Score -1438487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -1438495.250000 Penalty: 3300.294434
	Iteration 95Q: 3 clusters Score -1438495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1438496.250000 Penalty: 3300.294434
	Iteration 96Q: 3 clusters Score -1438496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1438495.625000 Penalty: 3300.294434
	Iteration 97Q: 3 clusters Score -1438496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1438500.625000 Penalty: 3300.294434
	Iteration 98Q: 3 clusters Score -1438501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1438506.000000 Penalty: 3300.294434
	Iteration 99Q: 3 clusters Score -1438506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1438511.000000 Penalty: 3300.294434
	Iteration 100F: 3 clusters Score -1438511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -1438512.750000 Penalty: 3300.294434
	Iteration 101Q: 3 clusters Score -1438513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1438515.750000 Penalty: 3300.294434
	Iteration 102Q: 3 clusters Score -1438516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1438519.500000 Penalty: 3300.294434
	Iteration 103Q: 3 clusters Score -1438520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1438519.875000 Penalty: 3300.294434
	Iteration 104Q: 3 clusters Score -1438520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1438527.625000 Penalty: 3300.294434
	Iteration 105Q: 3 clusters Score -1438528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1438527.875000 Penalty: 3300.294434
	Iteration 106Q: 3 clusters Score -1438528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1438525.750000 Penalty: 3300.294434
	Iteration 107Q: 3 clusters Score -1438526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1438527.375000 Penalty: 3300.294434
	Iteration 108Q: 3 clusters Score -1438527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1438529.750000 Penalty: 3300.294434
	Iteration 109Q: 3 clusters Score -1438530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1438530.625000 Penalty: 3300.294434
	Iteration 110Q: 3 clusters Score -1438531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1438528.000000 Penalty: 3300.294434
	Iteration 111Q: 3 clusters Score -1438528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1438528.000000 Penalty: 3300.294434
	Iteration 112F: 3 clusters Score -1438528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Entering Unmasked Estep 
Score: -5510671.000000 Penalty: 1860.885498
	Iteration 0F: 2 clusters Score -5510671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -5447916.500000 Penalty: 3721.770996
	Iteration 0F: 3 clusters Score -5447916 nChanged 44818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -5474312.000000 Penalty: 3721.770996
	Iteration 1F: 3 clusters Score -5474312 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -5475370.000000 Penalty: 3721.770996
	Iteration 2Q: 3 clusters Score -5475370 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -5476808.000000 Penalty: 3721.770996
	Iteration 3Q: 3 clusters Score -5476808 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -5478730.500000 Penalty: 3721.770996
	Iteration 4Q: 3 clusters Score -5478730 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -5481279.500000 Penalty: 3721.770996
	Iteration 5F: 3 clusters Score -5481280 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5484326.500000 Penalty: 3721.770996
	Iteration 6F: 3 clusters Score -5484326 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5487614.500000 Penalty: 3721.770996
	Iteration 7F: 3 clusters Score -5487614 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5490533.000000 Penalty: 3721.770996
	Iteration 8F: 3 clusters Score -5490533 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -5492877.500000 Penalty: 3721.770996
	Iteration 9Q: 3 clusters Score -5492878 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -5494253.500000 Penalty: 3721.770996
	Iteration 10Q: 3 clusters Score -5494254 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5495068.000000 Penalty: 3721.770996
	Iteration 11Q: 3 clusters Score -5495068 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -5495586.500000 Penalty: 3721.770996
	Iteration 12Q: 3 clusters Score -5495586 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -5496073.500000 Penalty: 3721.770996
	Iteration 13Q: 3 clusters Score -5496074 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -5496590.500000 Penalty: 3721.770996
	Iteration 14Q: 3 clusters Score -5496590 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -5497155.000000 Penalty: 3721.770996
	Iteration 15Q: 3 clusters Score -5497155 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -5497727.000000 Penalty: 3721.770996
	Iteration 16Q: 3 clusters Score -5497727 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -5498347.000000 Penalty: 3721.770996
	Iteration 17Q: 3 clusters Score -5498347 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73725 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -5499002.000000 Penalty: 3721.770996
	Iteration 18Q: 3 clusters Score -5499002 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -5499763.000000 Penalty: 3721.770996
	Iteration 19Q: 3 clusters Score -5499763 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5500587.500000 Penalty: 3721.770996
	Iteration 20F: 3 clusters Score -5500588 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -5501483.000000 Penalty: 3721.770996
	Iteration 21Q: 3 clusters Score -5501483 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -5502375.500000 Penalty: 3721.770996
	Iteration 22Q: 3 clusters Score -5502376 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -5503256.000000 Penalty: 3721.770996
	Iteration 23Q: 3 clusters Score -5503256 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -5504081.000000 Penalty: 3721.770996
	Iteration 24Q: 3 clusters Score -5504081 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -5504796.000000 Penalty: 3721.770996
	Iteration 25Q: 3 clusters Score -5504796 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -5505516.500000 Penalty: 3721.770996
	Iteration 26Q: 3 clusters Score -5505516 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -5506201.500000 Penalty: 3721.770996
	Iteration 27Q: 3 clusters Score -5506202 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -5506814.500000 Penalty: 3721.770996
	Iteration 28Q: 3 clusters Score -5506814 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -5507331.000000 Penalty: 3721.770996
	Iteration 29Q: 3 clusters Score -5507331 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5507835.000000 Penalty: 3721.770996
	Iteration 30Q: 3 clusters Score -5507835 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -5508185.500000 Penalty: 3721.770996
	Iteration 31Q: 3 clusters Score -5508186 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5508408.000000 Penalty: 3721.770996
	Iteration 32Q: 3 clusters Score -5508408 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5508590.500000 Penalty: 3721.770996
	Iteration 33Q: 3 clusters Score -5508590 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91909 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5508717.500000 Penalty: 3721.770996
	Iteration 34Q: 3 clusters Score -5508718 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5508809.500000 Penalty: 3721.770996
	Iteration 35Q: 3 clusters Score -5508810 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5508891.000000 Penalty: 3721.770996
	Iteration 36Q: 3 clusters Score -5508891 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92447 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5508948.500000 Penalty: 3721.770996
	Iteration 37Q: 3 clusters Score -5508948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5509012.500000 Penalty: 3721.770996
	Iteration 38Q: 3 clusters Score -5509012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5509045.000000 Penalty: 3721.770996
	Iteration 39Q: 3 clusters Score -5509045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5509101.000000 Penalty: 3721.770996
	Iteration 40F: 3 clusters Score -5509101 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5509137.000000 Penalty: 3721.770996
	Iteration 41Q: 3 clusters Score -5509137 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5509180.000000 Penalty: 3721.770996
	Iteration 42Q: 3 clusters Score -5509180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5509213.000000 Penalty: 3721.770996
	Iteration 43Q: 3 clusters Score -5509213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5509240.000000 Penalty: 3721.770996
	Iteration 44Q: 3 clusters Score -5509240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5509284.500000 Penalty: 3721.770996
	Iteration 45Q: 3 clusters Score -5509284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5509305.000000 Penalty: 3721.770996
	Iteration 46Q: 3 clusters Score -5509305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5509335.000000 Penalty: 3721.770996
	Iteration 47Q: 3 clusters Score -5509335 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5509357.500000 Penalty: 3721.770996
	Iteration 48Q: 3 clusters Score -5509358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5509372.500000 Penalty: 3721.770996
	Iteration 49Q: 3 clusters Score -5509372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5509385.500000 Penalty: 3721.770996
	Iteration 50Q: 3 clusters Score -5509386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5509389.500000 Penalty: 3721.770996
	Iteration 51Q: 3 clusters Score -5509390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5509394.500000 Penalty: 3721.770996
	Iteration 52Q: 3 clusters Score -5509394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5509400.500000 Penalty: 3721.770996
	Iteration 53Q: 3 clusters Score -5509400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5509409.500000 Penalty: 3721.770996
	Iteration 54Q: 3 clusters Score -5509410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5509403.500000 Penalty: 3721.770996
	Iteration 55Q: 3 clusters Score -5509404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5509414.500000 Penalty: 3721.770996
	Iteration 56Q: 3 clusters Score -5509414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5509425.500000 Penalty: 3721.770996
	Iteration 57Q: 3 clusters Score -5509426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5509423.000000 Penalty: 3721.770996
	Iteration 58Q: 3 clusters Score -5509423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5509428.000000 Penalty: 3721.770996
	Iteration 59Q: 3 clusters Score -5509428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93143 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5509439.000000 Penalty: 3721.770996
	Iteration 60F: 3 clusters Score -5509439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5509434.000000 Penalty: 3721.770996
	Iteration 61Q: 3 clusters Score -5509434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5509439.000000 Penalty: 3721.770996
	Iteration 62Q: 3 clusters Score -5509439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5509447.500000 Penalty: 3721.770996
	Iteration 63Q: 3 clusters Score -5509448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5509449.500000 Penalty: 3721.770996
	Iteration 64Q: 3 clusters Score -5509450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5509453.500000 Penalty: 3721.770996
	Iteration 65Q: 3 clusters Score -5509454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5509463.500000 Penalty: 3721.770996
	Iteration 66Q: 3 clusters Score -5509464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5509465.500000 Penalty: 3721.770996
	Iteration 67Q: 3 clusters Score -5509466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5509462.500000 Penalty: 3721.770996
	Iteration 68Q: 3 clusters Score -5509462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5509462.000000 Penalty: 3721.770996
	Iteration 69Q: 3 clusters Score -5509462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5509466.500000 Penalty: 3721.770996
	Iteration 70Q: 3 clusters Score -5509466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5509466.500000 Penalty: 3721.770996
	Iteration 71F: 3 clusters Score -5509466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -94578.234375 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -94578.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -92637.875000 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -92637.88 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -93058.414062 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -93058.41 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -93141.671875 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -93141.67 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -93204.335938 Penalty: 2434.603516
	Iteration 3Q: 3 clusters Score -93204.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -93265.429688 Penalty: 2434.603516
	Iteration 4Q: 3 clusters Score -93265.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -93320.796875 Penalty: 2434.603516
	Iteration 5Q: 3 clusters Score -93320.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -93359.101562 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -93359.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -93393.867188 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -93393.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -93427.968750 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -93427.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -93458.851562 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -93458.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -93491.554688 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -93491.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -93523.250000 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -93523.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -93550.679688 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -93550.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -93578.781250 Penalty: 2434.603516
	Iteration 13Q: 3 clusters Score -93578.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -93618.453125 Penalty: 2434.603516
	Iteration 14Q: 3 clusters Score -93618.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -93646.468750 Penalty: 2434.603516
	Iteration 15Q: 3 clusters Score -93646.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -93676.187500 Penalty: 2434.603516
	Iteration 16Q: 3 clusters Score -93676.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -93698.476562 Penalty: 2434.603516
	Iteration 17Q: 3 clusters Score -93698.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -93720.328125 Penalty: 2434.603516
	Iteration 18Q: 3 clusters Score -93720.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -93746.398438 Penalty: 2434.603516
	Iteration 19Q: 3 clusters Score -93746.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -93774.968750 Penalty: 2434.603516
	Iteration 20F: 3 clusters Score -93774.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -93790.507812 Penalty: 2434.603516
	Iteration 21Q: 3 clusters Score -93790.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -93798.812500 Penalty: 2434.603516
	Iteration 22Q: 3 clusters Score -93798.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -93803.765625 Penalty: 2434.603516
	Iteration 23Q: 3 clusters Score -93803.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -93808.937500 Penalty: 2434.603516
	Iteration 24Q: 3 clusters Score -93808.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -93814.414062 Penalty: 2434.603516
	Iteration 25Q: 3 clusters Score -93814.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93821.429688 Penalty: 2434.603516
	Iteration 26Q: 3 clusters Score -93821.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93827.945312 Penalty: 2434.603516
	Iteration 27Q: 3 clusters Score -93827.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -93836.335938 Penalty: 2434.603516
	Iteration 28Q: 3 clusters Score -93836.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93840.765625 Penalty: 2434.603516
	Iteration 29Q: 3 clusters Score -93840.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93842.101562 Penalty: 2434.603516
	Iteration 30Q: 3 clusters Score -93842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93843.609375 Penalty: 2434.603516
	Iteration 31Q: 3 clusters Score -93843.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -93845.304688 Penalty: 2434.603516
	Iteration 32Q: 3 clusters Score -93845.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -93846.382812 Penalty: 2434.603516
	Iteration 33Q: 3 clusters Score -93846.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -93846.609375 Penalty: 2434.603516
	Iteration 34Q: 3 clusters Score -93846.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -93847.554688 Penalty: 2434.603516
	Iteration 35Q: 3 clusters Score -93847.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -93848.804688 Penalty: 2434.603516
	Iteration 36Q: 3 clusters Score -93848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -93849.304688 Penalty: 2434.603516
	Iteration 37Q: 3 clusters Score -93849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -93850.914062 Penalty: 2434.603516
	Iteration 38Q: 3 clusters Score -93850.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -93853.265625 Penalty: 2434.603516
	Iteration 39Q: 3 clusters Score -93853.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -93856.585938 Penalty: 2434.603516
	Iteration 40F: 3 clusters Score -93856.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93859.742188 Penalty: 2434.603516
	Iteration 41Q: 3 clusters Score -93859.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93861.992188 Penalty: 2434.603516
	Iteration 42Q: 3 clusters Score -93861.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93862.812500 Penalty: 2434.603516
	Iteration 43Q: 3 clusters Score -93862.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93862.812500 Penalty: 2434.603516
	Iteration 44F: 3 clusters Score -93862.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Entering Unmasked Estep 
Score: -419785.031250 Penalty: 1452.979858
	Iteration 0F: 2 clusters Score -419785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -414170.125000 Penalty: 2905.959717
	Iteration 0F: 3 clusters Score -414170.1 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -415887.312500 Penalty: 2905.959717
	Iteration 1F: 3 clusters Score -415887.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -416099.812500 Penalty: 2905.959717
	Iteration 2F: 3 clusters Score -416099.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -416242.468750 Penalty: 2905.959717
	Iteration 3Q: 3 clusters Score -416242.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -416354.406250 Penalty: 2905.959717
	Iteration 4Q: 3 clusters Score -416354.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -416469.281250 Penalty: 2905.959717
	Iteration 5Q: 3 clusters Score -416469.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -416588.093750 Penalty: 2905.959717
	Iteration 6Q: 3 clusters Score -416588.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -416717.875000 Penalty: 2905.959717
	Iteration 7Q: 3 clusters Score -416717.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -416908.875000 Penalty: 2905.959717
	Iteration 8Q: 3 clusters Score -416908.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -417137.156250 Penalty: 2905.959717
	Iteration 9Q: 3 clusters Score -417137.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -417423.500000 Penalty: 2905.959717
	Iteration 10Q: 3 clusters Score -417423.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -417684.062500 Penalty: 2905.959717
	Iteration 11Q: 3 clusters Score -417684.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -417904.343750 Penalty: 2905.959717
	Iteration 12Q: 3 clusters Score -417904.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -418088.593750 Penalty: 2905.959717
	Iteration 13Q: 3 clusters Score -418088.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -418221.937500 Penalty: 2905.959717
	Iteration 14Q: 3 clusters Score -418221.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -418310.843750 Penalty: 2905.959717
	Iteration 15Q: 3 clusters Score -418310.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -418376.750000 Penalty: 2905.959717
	Iteration 16Q: 3 clusters Score -418376.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -418408.062500 Penalty: 2905.959717
	Iteration 17Q: 3 clusters Score -418408.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -418427.187500 Penalty: 2905.959717
	Iteration 18Q: 3 clusters Score -418427.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -418441.250000 Penalty: 2905.959717
	Iteration 19Q: 3 clusters Score -418441.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -418455.125000 Penalty: 2905.959717
	Iteration 20F: 3 clusters Score -418455.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -418466.250000 Penalty: 2905.959717
	Iteration 21Q: 3 clusters Score -418466.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -418477.656250 Penalty: 2905.959717
	Iteration 22Q: 3 clusters Score -418477.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -418490.000000 Penalty: 2905.959717
	Iteration 23Q: 3 clusters Score -418490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -418497.843750 Penalty: 2905.959717
	Iteration 24Q: 3 clusters Score -418497.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -418508.968750 Penalty: 2905.959717
	Iteration 25Q: 3 clusters Score -418509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -418520.781250 Penalty: 2905.959717
	Iteration 26Q: 3 clusters Score -418520.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -418528.687500 Penalty: 2905.959717
	Iteration 27Q: 3 clusters Score -418528.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -418536.093750 Penalty: 2905.959717
	Iteration 28Q: 3 clusters Score -418536.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -418542.531250 Penalty: 2905.959717
	Iteration 29Q: 3 clusters Score -418542.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -418546.500000 Penalty: 2905.959717
	Iteration 30Q: 3 clusters Score -418546.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -418548.875000 Penalty: 2905.959717
	Iteration 31Q: 3 clusters Score -418548.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -418552.281250 Penalty: 2905.959717
	Iteration 32Q: 3 clusters Score -418552.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -418556.000000 Penalty: 2905.959717
	Iteration 33Q: 3 clusters Score -418556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -418561.781250 Penalty: 2905.959717
	Iteration 34Q: 3 clusters Score -418561.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -418569.187500 Penalty: 2905.959717
	Iteration 35Q: 3 clusters Score -418569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -418574.906250 Penalty: 2905.959717
	Iteration 36Q: 3 clusters Score -418574.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -418577.531250 Penalty: 2905.959717
	Iteration 37Q: 3 clusters Score -418577.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -418580.281250 Penalty: 2905.959717
	Iteration 38Q: 3 clusters Score -418580.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -418582.937500 Penalty: 2905.959717
	Iteration 39Q: 3 clusters Score -418582.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -418585.406250 Penalty: 2905.959717
	Iteration 40F: 3 clusters Score -418585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -418587.875000 Penalty: 2905.959717
	Iteration 41Q: 3 clusters Score -418587.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -418591.437500 Penalty: 2905.959717
	Iteration 42Q: 3 clusters Score -418591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -418593.562500 Penalty: 2905.959717
	Iteration 43Q: 3 clusters Score -418593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -418594.062500 Penalty: 2905.959717
	Iteration 44Q: 3 clusters Score -418594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -418594.437500 Penalty: 2905.959717
	Iteration 45Q: 3 clusters Score -418594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -418594.750000 Penalty: 2905.959717
	Iteration 46Q: 3 clusters Score -418594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -418594.750000 Penalty: 2905.959717
	Iteration 47F: 3 clusters Score -418594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Entering Unmasked Estep 
Score: -721522.812500 Penalty: 1531.596680
	Iteration 0F: 2 clusters Score -721522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -712762.375000 Penalty: 3063.193359
	Iteration 0F: 3 clusters Score -712762.4 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -715760.062500 Penalty: 3063.193359
	Iteration 1F: 3 clusters Score -715760.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -716014.937500 Penalty: 3063.193359
	Iteration 2F: 3 clusters Score -716014.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -716255.500000 Penalty: 3063.193359
	Iteration 3Q: 3 clusters Score -716255.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -716457.250000 Penalty: 3063.193359
	Iteration 4Q: 3 clusters Score -716457.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -716657.937500 Penalty: 3063.193359
	Iteration 5Q: 3 clusters Score -716657.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -716875.625000 Penalty: 3063.193359
	Iteration 6Q: 3 clusters Score -716875.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -717081.812500 Penalty: 3063.193359
	Iteration 7Q: 3 clusters Score -717081.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -717290.750000 Penalty: 3063.193359
	Iteration 8Q: 3 clusters Score -717290.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -717479.500000 Penalty: 3063.193359
	Iteration 9Q: 3 clusters Score -717479.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -717682.937500 Penalty: 3063.193359
	Iteration 10Q: 3 clusters Score -717682.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -717870.000000 Penalty: 3063.193359
	Iteration 11Q: 3 clusters Score -717870 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -718085.937500 Penalty: 3063.193359
	Iteration 12Q: 3 clusters Score -718085.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -718360.250000 Penalty: 3063.193359
	Iteration 13Q: 3 clusters Score -718360.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -718673.125000 Penalty: 3063.193359
	Iteration 14Q: 3 clusters Score -718673.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -718973.687500 Penalty: 3063.193359
	Iteration 15Q: 3 clusters Score -718973.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -719182.500000 Penalty: 3063.193359
	Iteration 16Q: 3 clusters Score -719182.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -719311.437500 Penalty: 3063.193359
	Iteration 17Q: 3 clusters Score -719311.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -719406.875000 Penalty: 3063.193359
	Iteration 18Q: 3 clusters Score -719406.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -719471.812500 Penalty: 3063.193359
	Iteration 19Q: 3 clusters Score -719471.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -719514.750000 Penalty: 3063.193359
	Iteration 20F: 3 clusters Score -719514.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -719563.187500 Penalty: 3063.193359
	Iteration 21Q: 3 clusters Score -719563.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -719608.500000 Penalty: 3063.193359
	Iteration 22Q: 3 clusters Score -719608.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -719645.312500 Penalty: 3063.193359
	Iteration 23Q: 3 clusters Score -719645.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -719677.187500 Penalty: 3063.193359
	Iteration 24Q: 3 clusters Score -719677.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -719707.750000 Penalty: 3063.193359
	Iteration 25Q: 3 clusters Score -719707.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -719749.562500 Penalty: 3063.193359
	Iteration 26Q: 3 clusters Score -719749.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -719796.250000 Penalty: 3063.193359
	Iteration 27Q: 3 clusters Score -719796.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -719830.687500 Penalty: 3063.193359
	Iteration 28Q: 3 clusters Score -719830.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -719856.500000 Penalty: 3063.193359
	Iteration 29Q: 3 clusters Score -719856.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -719887.437500 Penalty: 3063.193359
	Iteration 30Q: 3 clusters Score -719887.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -719921.562500 Penalty: 3063.193359
	Iteration 31Q: 3 clusters Score -719921.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -719941.187500 Penalty: 3063.193359
	Iteration 32Q: 3 clusters Score -719941.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -719956.500000 Penalty: 3063.193359
	Iteration 33Q: 3 clusters Score -719956.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -719975.875000 Penalty: 3063.193359
	Iteration 34Q: 3 clusters Score -719975.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -719992.500000 Penalty: 3063.193359
	Iteration 35Q: 3 clusters Score -719992.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -720009.562500 Penalty: 3063.193359
	Iteration 36Q: 3 clusters Score -720009.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -720021.625000 Penalty: 3063.193359
	Iteration 37Q: 3 clusters Score -720021.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -720032.250000 Penalty: 3063.193359
	Iteration 38Q: 3 clusters Score -720032.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -720035.437500 Penalty: 3063.193359
	Iteration 39Q: 3 clusters Score -720035.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -720040.187500 Penalty: 3063.193359
	Iteration 40F: 3 clusters Score -720040.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -720047.062500 Penalty: 3063.193359
	Iteration 41Q: 3 clusters Score -720047.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -720051.500000 Penalty: 3063.193359
	Iteration 42Q: 3 clusters Score -720051.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -720058.500000 Penalty: 3063.193359
	Iteration 43Q: 3 clusters Score -720058.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -720061.562500 Penalty: 3063.193359
	Iteration 44Q: 3 clusters Score -720061.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -720068.437500 Penalty: 3063.193359
	Iteration 45Q: 3 clusters Score -720068.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -720075.750000 Penalty: 3063.193359
	Iteration 46Q: 3 clusters Score -720075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -720083.062500 Penalty: 3063.193359
	Iteration 47Q: 3 clusters Score -720083.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -720084.750000 Penalty: 3063.193359
	Iteration 48Q: 3 clusters Score -720084.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -720086.750000 Penalty: 3063.193359
	Iteration 49Q: 3 clusters Score -720086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -720089.312500 Penalty: 3063.193359
	Iteration 50Q: 3 clusters Score -720089.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -720092.250000 Penalty: 3063.193359
	Iteration 51Q: 3 clusters Score -720092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -720092.375000 Penalty: 3063.193359
	Iteration 52Q: 3 clusters Score -720092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -720096.625000 Penalty: 3063.193359
	Iteration 53Q: 3 clusters Score -720096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -720096.125000 Penalty: 3063.193359
	Iteration 54Q: 3 clusters Score -720096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -720098.875000 Penalty: 3063.193359
	Iteration 55Q: 3 clusters Score -720098.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -720102.750000 Penalty: 3063.193359
	Iteration 56Q: 3 clusters Score -720102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -720103.187500 Penalty: 3063.193359
	Iteration 57Q: 3 clusters Score -720103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -720104.562500 Penalty: 3063.193359
	Iteration 58Q: 3 clusters Score -720104.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -720108.000000 Penalty: 3063.193359
	Iteration 59Q: 3 clusters Score -720108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -720109.875000 Penalty: 3063.193359
	Iteration 60F: 3 clusters Score -720109.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -720111.625000 Penalty: 3063.193359
	Iteration 61Q: 3 clusters Score -720111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -720114.562500 Penalty: 3063.193359
	Iteration 62Q: 3 clusters Score -720114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -720116.062500 Penalty: 3063.193359
	Iteration 63Q: 3 clusters Score -720116.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -720119.812500 Penalty: 3063.193359
	Iteration 64Q: 3 clusters Score -720119.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -720122.750000 Penalty: 3063.193359
	Iteration 65Q: 3 clusters Score -720122.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -720123.062500 Penalty: 3063.193359
	Iteration 66Q: 3 clusters Score -720123.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -720125.562500 Penalty: 3063.193359
	Iteration 67Q: 3 clusters Score -720125.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -720127.750000 Penalty: 3063.193359
	Iteration 68Q: 3 clusters Score -720127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -720130.187500 Penalty: 3063.193359
	Iteration 69Q: 3 clusters Score -720130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -720132.500000 Penalty: 3063.193359
	Iteration 70Q: 3 clusters Score -720132.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -720136.437500 Penalty: 3063.193359
	Iteration 71Q: 3 clusters Score -720136.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -720139.437500 Penalty: 3063.193359
	Iteration 72Q: 3 clusters Score -720139.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -720140.625000 Penalty: 3063.193359
	Iteration 73Q: 3 clusters Score -720140.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -720146.375000 Penalty: 3063.193359
	Iteration 74Q: 3 clusters Score -720146.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -720158.937500 Penalty: 3063.193359
	Iteration 75Q: 3 clusters Score -720158.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -720163.875000 Penalty: 3063.193359
	Iteration 76Q: 3 clusters Score -720163.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -720167.875000 Penalty: 3063.193359
	Iteration 77Q: 3 clusters Score -720167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -720172.875000 Penalty: 3063.193359
	Iteration 78Q: 3 clusters Score -720172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -720177.500000 Penalty: 3063.193359
	Iteration 79Q: 3 clusters Score -720177.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -720181.000000 Penalty: 3063.193359
	Iteration 80F: 3 clusters Score -720181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -720181.187500 Penalty: 3063.193359
	Iteration 81Q: 3 clusters Score -720181.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -720185.312500 Penalty: 3063.193359
	Iteration 82Q: 3 clusters Score -720185.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -720191.312500 Penalty: 3063.193359
	Iteration 83Q: 3 clusters Score -720191.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -720195.937500 Penalty: 3063.193359
	Iteration 84Q: 3 clusters Score -720195.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -720203.500000 Penalty: 3063.193359
	Iteration 85Q: 3 clusters Score -720203.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -720207.187500 Penalty: 3063.193359
	Iteration 86Q: 3 clusters Score -720207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -720208.125000 Penalty: 3063.193359
	Iteration 87Q: 3 clusters Score -720208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -720209.875000 Penalty: 3063.193359
	Iteration 88Q: 3 clusters Score -720209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -720210.500000 Penalty: 3063.193359
	Iteration 89Q: 3 clusters Score -720210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -720211.875000 Penalty: 3063.193359
	Iteration 90Q: 3 clusters Score -720211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -720212.937500 Penalty: 3063.193359
	Iteration 91Q: 3 clusters Score -720212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -720212.437500 Penalty: 3063.193359
	Iteration 92Q: 3 clusters Score -720212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -720214.125000 Penalty: 3063.193359
	Iteration 93Q: 3 clusters Score -720214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -720216.750000 Penalty: 3063.193359
	Iteration 94Q: 3 clusters Score -720216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -720216.562500 Penalty: 3063.193359
	Iteration 95Q: 3 clusters Score -720216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -720217.687500 Penalty: 3063.193359
	Iteration 96Q: 3 clusters Score -720217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -720217.500000 Penalty: 3063.193359
	Iteration 97Q: 3 clusters Score -720217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -720217.500000 Penalty: 3063.193359
	Iteration 98F: 3 clusters Score -720217.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -145481.390625 Penalty: 1270.494995
	Iteration 0F: 2 clusters Score -145481.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -143084.187500 Penalty: 2540.989990
	Iteration 0F: 3 clusters Score -143084.2 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -143591.687500 Penalty: 2540.989990
	Iteration 1F: 3 clusters Score -143591.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -143707.109375 Penalty: 2540.989990
	Iteration 2F: 3 clusters Score -143707.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -143778.218750 Penalty: 2540.989990
	Iteration 3Q: 3 clusters Score -143778.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -143828.765625 Penalty: 2540.989990
	Iteration 4Q: 3 clusters Score -143828.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -143863.921875 Penalty: 2540.989990
	Iteration 5Q: 3 clusters Score -143863.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -143883.171875 Penalty: 2540.989990
	Iteration 6Q: 3 clusters Score -143883.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -143895.593750 Penalty: 2540.989990
	Iteration 7Q: 3 clusters Score -143895.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -143909.625000 Penalty: 2540.989990
	Iteration 8Q: 3 clusters Score -143909.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -143923.906250 Penalty: 2540.989990
	Iteration 9Q: 3 clusters Score -143923.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -143934.593750 Penalty: 2540.989990
	Iteration 10Q: 3 clusters Score -143934.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -143944.375000 Penalty: 2540.989990
	Iteration 11Q: 3 clusters Score -143944.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -143951.625000 Penalty: 2540.989990
	Iteration 12Q: 3 clusters Score -143951.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -143962.109375 Penalty: 2540.989990
	Iteration 13Q: 3 clusters Score -143962.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -143973.406250 Penalty: 2540.989990
	Iteration 14Q: 3 clusters Score -143973.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -143983.687500 Penalty: 2540.989990
	Iteration 15Q: 3 clusters Score -143983.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -143992.562500 Penalty: 2540.989990
	Iteration 16Q: 3 clusters Score -143992.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -143996.296875 Penalty: 2540.989990
	Iteration 17Q: 3 clusters Score -143996.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -143998.765625 Penalty: 2540.989990
	Iteration 18Q: 3 clusters Score -143998.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -144003.703125 Penalty: 2540.989990
	Iteration 19Q: 3 clusters Score -144003.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -144007.562500 Penalty: 2540.989990
	Iteration 20F: 3 clusters Score -144007.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -144011.546875 Penalty: 2540.989990
	Iteration 21Q: 3 clusters Score -144011.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -144014.890625 Penalty: 2540.989990
	Iteration 22Q: 3 clusters Score -144014.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -144019.625000 Penalty: 2540.989990
	Iteration 23Q: 3 clusters Score -144019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -144023.140625 Penalty: 2540.989990
	Iteration 24Q: 3 clusters Score -144023.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -144025.828125 Penalty: 2540.989990
	Iteration 25Q: 3 clusters Score -144025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -144026.421875 Penalty: 2540.989990
	Iteration 26Q: 3 clusters Score -144026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -144027.265625 Penalty: 2540.989990
	Iteration 27Q: 3 clusters Score -144027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -144029.078125 Penalty: 2540.989990
	Iteration 28Q: 3 clusters Score -144029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -144032.687500 Penalty: 2540.989990
	Iteration 29Q: 3 clusters Score -144032.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -144035.406250 Penalty: 2540.989990
	Iteration 30Q: 3 clusters Score -144035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -144036.593750 Penalty: 2540.989990
	Iteration 31Q: 3 clusters Score -144036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -144037.687500 Penalty: 2540.989990
	Iteration 32Q: 3 clusters Score -144037.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -144039.046875 Penalty: 2540.989990
	Iteration 33Q: 3 clusters Score -144039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -144039.578125 Penalty: 2540.989990
	Iteration 34Q: 3 clusters Score -144039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -144039.734375 Penalty: 2540.989990
	Iteration 35Q: 3 clusters Score -144039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -144040.359375 Penalty: 2540.989990
	Iteration 36Q: 3 clusters Score -144040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -144040.578125 Penalty: 2540.989990
	Iteration 37Q: 3 clusters Score -144040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -144041.500000 Penalty: 2540.989990
	Iteration 38Q: 3 clusters Score -144041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -144042.609375 Penalty: 2540.989990
	Iteration 39Q: 3 clusters Score -144042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -144043.390625 Penalty: 2540.989990
	Iteration 40F: 3 clusters Score -144043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -144044.343750 Penalty: 2540.989990
	Iteration 41Q: 3 clusters Score -144044.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -144046.593750 Penalty: 2540.989990
	Iteration 42Q: 3 clusters Score -144046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -144048.140625 Penalty: 2540.989990
	Iteration 43Q: 3 clusters Score -144048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -144049.953125 Penalty: 2540.989990
	Iteration 44Q: 3 clusters Score -144050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -144052.109375 Penalty: 2540.989990
	Iteration 45Q: 3 clusters Score -144052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -144054.453125 Penalty: 2540.989990
	Iteration 46Q: 3 clusters Score -144054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -144055.734375 Penalty: 2540.989990
	Iteration 47Q: 3 clusters Score -144055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -144056.421875 Penalty: 2540.989990
	Iteration 48Q: 3 clusters Score -144056.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -144056.421875 Penalty: 2540.989990
	Iteration 49F: 3 clusters Score -144056.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -148112.359375 Penalty: 1284.634277
	Iteration 0F: 2 clusters Score -148112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -145565.437500 Penalty: 2569.268555
	Iteration 0F: 3 clusters Score -145565.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -146168.359375 Penalty: 2569.268555
	Iteration 1F: 3 clusters Score -146168.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -146390.703125 Penalty: 2569.268555
	Iteration 2F: 3 clusters Score -146390.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -146593.046875 Penalty: 2569.268555
	Iteration 3F: 3 clusters Score -146593 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -146802.093750 Penalty: 2569.268555
	Iteration 4F: 3 clusters Score -146802.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -147053.781250 Penalty: 2569.268555
	Iteration 5F: 3 clusters Score -147053.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -147367.828125 Penalty: 2569.268555
	Iteration 6F: 3 clusters Score -147367.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -147682.531250 Penalty: 2569.268555
	Iteration 7F: 3 clusters Score -147682.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -147857.343750 Penalty: 2569.268555
	Iteration 8Q: 3 clusters Score -147857.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -147933.593750 Penalty: 2569.268555
	Iteration 9Q: 3 clusters Score -147933.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -147992.640625 Penalty: 2569.268555
	Iteration 10Q: 3 clusters Score -147992.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -148027.265625 Penalty: 2569.268555
	Iteration 11Q: 3 clusters Score -148027.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -148046.562500 Penalty: 2569.268555
	Iteration 12Q: 3 clusters Score -148046.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -148052.671875 Penalty: 2569.268555
	Iteration 13Q: 3 clusters Score -148052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -148054.359375 Penalty: 2569.268555
	Iteration 14Q: 3 clusters Score -148054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -148055.937500 Penalty: 2569.268555
	Iteration 15Q: 3 clusters Score -148055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -148056.687500 Penalty: 2569.268555
	Iteration 16Q: 3 clusters Score -148056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -148056.828125 Penalty: 2569.268555
	Iteration 17Q: 3 clusters Score -148056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -148056.828125 Penalty: 2569.268555
	Iteration 18F: 3 clusters Score -148056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Entering Unmasked Estep 
Score: -250862.078125 Penalty: 1375.194824
	Iteration 0F: 2 clusters Score -250862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -247076.062500 Penalty: 2750.389648
	Iteration 0F: 3 clusters Score -247076.1 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -248148.250000 Penalty: 2750.389648
	Iteration 1F: 3 clusters Score -248148.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -248336.625000 Penalty: 2750.389648
	Iteration 2F: 3 clusters Score -248336.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -248477.921875 Penalty: 2750.389648
	Iteration 3F: 3 clusters Score -248477.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -248585.140625 Penalty: 2750.389648
	Iteration 4Q: 3 clusters Score -248585.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -248674.578125 Penalty: 2750.389648
	Iteration 5Q: 3 clusters Score -248674.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -248756.890625 Penalty: 2750.389648
	Iteration 6Q: 3 clusters Score -248756.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -248845.062500 Penalty: 2750.389648
	Iteration 7Q: 3 clusters Score -248845.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -248944.765625 Penalty: 2750.389648
	Iteration 8Q: 3 clusters Score -248944.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -249033.828125 Penalty: 2750.389648
	Iteration 9Q: 3 clusters Score -249033.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -249137.812500 Penalty: 2750.389648
	Iteration 10Q: 3 clusters Score -249137.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -249219.734375 Penalty: 2750.389648
	Iteration 11Q: 3 clusters Score -249219.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -249291.625000 Penalty: 2750.389648
	Iteration 12Q: 3 clusters Score -249291.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -249353.859375 Penalty: 2750.389648
	Iteration 13Q: 3 clusters Score -249353.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -249408.390625 Penalty: 2750.389648
	Iteration 14Q: 3 clusters Score -249408.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -249460.437500 Penalty: 2750.389648
	Iteration 15Q: 3 clusters Score -249460.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -249505.453125 Penalty: 2750.389648
	Iteration 16Q: 3 clusters Score -249505.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -249532.156250 Penalty: 2750.389648
	Iteration 17Q: 3 clusters Score -249532.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -249558.703125 Penalty: 2750.389648
	Iteration 18Q: 3 clusters Score -249558.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -249581.750000 Penalty: 2750.389648
	Iteration 19Q: 3 clusters Score -249581.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -249600.375000 Penalty: 2750.389648
	Iteration 20F: 3 clusters Score -249600.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -249626.875000 Penalty: 2750.389648
	Iteration 21Q: 3 clusters Score -249626.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -249655.312500 Penalty: 2750.389648
	Iteration 22Q: 3 clusters Score -249655.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -249678.843750 Penalty: 2750.389648
	Iteration 23Q: 3 clusters Score -249678.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -249702.843750 Penalty: 2750.389648
	Iteration 24Q: 3 clusters Score -249702.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -249720.062500 Penalty: 2750.389648
	Iteration 25Q: 3 clusters Score -249720.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -249734.765625 Penalty: 2750.389648
	Iteration 26Q: 3 clusters Score -249734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -249745.578125 Penalty: 2750.389648
	Iteration 27Q: 3 clusters Score -249745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -249755.796875 Penalty: 2750.389648
	Iteration 28Q: 3 clusters Score -249755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -249762.375000 Penalty: 2750.389648
	Iteration 29Q: 3 clusters Score -249762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -249764.718750 Penalty: 2750.389648
	Iteration 30Q: 3 clusters Score -249764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -249767.468750 Penalty: 2750.389648
	Iteration 31Q: 3 clusters Score -249767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -249768.968750 Penalty: 2750.389648
	Iteration 32Q: 3 clusters Score -249769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -249770.484375 Penalty: 2750.389648
	Iteration 33Q: 3 clusters Score -249770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -249772.062500 Penalty: 2750.389648
	Iteration 34Q: 3 clusters Score -249772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -249774.156250 Penalty: 2750.389648
	Iteration 35Q: 3 clusters Score -249774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -249779.406250 Penalty: 2750.389648
	Iteration 36Q: 3 clusters Score -249779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -249782.703125 Penalty: 2750.389648
	Iteration 37Q: 3 clusters Score -249782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -249784.140625 Penalty: 2750.389648
	Iteration 38Q: 3 clusters Score -249784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -249789.281250 Penalty: 2750.389648
	Iteration 39Q: 3 clusters Score -249789.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -249793.375000 Penalty: 2750.389648
	Iteration 40F: 3 clusters Score -249793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -249797.328125 Penalty: 2750.389648
	Iteration 41Q: 3 clusters Score -249797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -249800.843750 Penalty: 2750.389648
	Iteration 42Q: 3 clusters Score -249800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -249802.781250 Penalty: 2750.389648
	Iteration 43Q: 3 clusters Score -249802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -249805.546875 Penalty: 2750.389648
	Iteration 44Q: 3 clusters Score -249805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -249808.156250 Penalty: 2750.389648
	Iteration 45Q: 3 clusters Score -249808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -249811.781250 Penalty: 2750.389648
	Iteration 46Q: 3 clusters Score -249811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -249815.500000 Penalty: 2750.389648
	Iteration 47Q: 3 clusters Score -249815.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -249819.312500 Penalty: 2750.389648
	Iteration 48Q: 3 clusters Score -249819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -249820.203125 Penalty: 2750.389648
	Iteration 49Q: 3 clusters Score -249820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -249820.203125 Penalty: 2750.389648
	Iteration 50F: 3 clusters Score -249820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Entering Unmasked Estep 
Score: -420292.750000 Penalty: 1454.567017
	Iteration 0F: 2 clusters Score -420292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -414633.687500 Penalty: 2909.134033
	Iteration 0F: 3 clusters Score -414633.7 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -416551.375000 Penalty: 2909.134033
	Iteration 1F: 3 clusters Score -416551.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -416930.093750 Penalty: 2909.134033
	Iteration 2F: 3 clusters Score -416930.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -417200.250000 Penalty: 2909.134033
	Iteration 3F: 3 clusters Score -417200.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -417461.468750 Penalty: 2909.134033
	Iteration 4F: 3 clusters Score -417461.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -417686.468750 Penalty: 2909.134033
	Iteration 5F: 3 clusters Score -417686.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -417839.343750 Penalty: 2909.134033
	Iteration 6Q: 3 clusters Score -417839.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -417957.062500 Penalty: 2909.134033
	Iteration 7Q: 3 clusters Score -417957.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -418066.406250 Penalty: 2909.134033
	Iteration 8Q: 3 clusters Score -418066.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -418172.781250 Penalty: 2909.134033
	Iteration 9Q: 3 clusters Score -418172.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -418306.656250 Penalty: 2909.134033
	Iteration 10Q: 3 clusters Score -418306.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -418491.437500 Penalty: 2909.134033
	Iteration 11Q: 3 clusters Score -418491.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -418672.156250 Penalty: 2909.134033
	Iteration 12Q: 3 clusters Score -418672.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -418820.218750 Penalty: 2909.134033
	Iteration 13Q: 3 clusters Score -418820.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -418938.375000 Penalty: 2909.134033
	Iteration 14Q: 3 clusters Score -418938.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -419039.250000 Penalty: 2909.134033
	Iteration 15Q: 3 clusters Score -419039.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -419115.968750 Penalty: 2909.134033
	Iteration 16Q: 3 clusters Score -419116 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -419174.000000 Penalty: 2909.134033
	Iteration 17Q: 3 clusters Score -419174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -419231.156250 Penalty: 2909.134033
	Iteration 18Q: 3 clusters Score -419231.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -419285.062500 Penalty: 2909.134033
	Iteration 19Q: 3 clusters Score -419285.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -419337.843750 Penalty: 2909.134033
	Iteration 20F: 3 clusters Score -419337.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -419380.125000 Penalty: 2909.134033
	Iteration 21Q: 3 clusters Score -419380.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -419411.000000 Penalty: 2909.134033
	Iteration 22Q: 3 clusters Score -419411 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -419449.562500 Penalty: 2909.134033
	Iteration 23Q: 3 clusters Score -419449.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -419487.968750 Penalty: 2909.134033
	Iteration 24Q: 3 clusters Score -419488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -419526.812500 Penalty: 2909.134033
	Iteration 25Q: 3 clusters Score -419526.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -419555.968750 Penalty: 2909.134033
	Iteration 26Q: 3 clusters Score -419556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -419596.125000 Penalty: 2909.134033
	Iteration 27Q: 3 clusters Score -419596.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -419630.437500 Penalty: 2909.134033
	Iteration 28Q: 3 clusters Score -419630.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -419654.281250 Penalty: 2909.134033
	Iteration 29Q: 3 clusters Score -419654.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -419669.406250 Penalty: 2909.134033
	Iteration 30Q: 3 clusters Score -419669.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -419680.156250 Penalty: 2909.134033
	Iteration 31Q: 3 clusters Score -419680.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -419690.843750 Penalty: 2909.134033
	Iteration 32Q: 3 clusters Score -419690.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -419699.093750 Penalty: 2909.134033
	Iteration 33Q: 3 clusters Score -419699.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -419706.250000 Penalty: 2909.134033
	Iteration 34Q: 3 clusters Score -419706.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -419709.500000 Penalty: 2909.134033
	Iteration 35Q: 3 clusters Score -419709.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -419711.406250 Penalty: 2909.134033
	Iteration 36Q: 3 clusters Score -419711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -419713.000000 Penalty: 2909.134033
	Iteration 37Q: 3 clusters Score -419713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -419714.968750 Penalty: 2909.134033
	Iteration 38Q: 3 clusters Score -419715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -419717.218750 Penalty: 2909.134033
	Iteration 39Q: 3 clusters Score -419717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -419716.843750 Penalty: 2909.134033
	Iteration 40F: 3 clusters Score -419716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -419718.562500 Penalty: 2909.134033
	Iteration 41Q: 3 clusters Score -419718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -419720.031250 Penalty: 2909.134033
	Iteration 42Q: 3 clusters Score -419720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -419722.875000 Penalty: 2909.134033
	Iteration 43Q: 3 clusters Score -419722.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -419725.625000 Penalty: 2909.134033
	Iteration 44Q: 3 clusters Score -419725.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -419728.687500 Penalty: 2909.134033
	Iteration 45Q: 3 clusters Score -419728.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -419730.281250 Penalty: 2909.134033
	Iteration 46Q: 3 clusters Score -419730.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -419732.468750 Penalty: 2909.134033
	Iteration 47Q: 3 clusters Score -419732.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -419734.156250 Penalty: 2909.134033
	Iteration 48Q: 3 clusters Score -419734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -419736.937500 Penalty: 2909.134033
	Iteration 49Q: 3 clusters Score -419736.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -419739.406250 Penalty: 2909.134033
	Iteration 50Q: 3 clusters Score -419739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -419740.125000 Penalty: 2909.134033
	Iteration 51Q: 3 clusters Score -419740.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -419742.218750 Penalty: 2909.134033
	Iteration 52Q: 3 clusters Score -419742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -419742.437500 Penalty: 2909.134033
	Iteration 53Q: 3 clusters Score -419742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -419743.531250 Penalty: 2909.134033
	Iteration 54Q: 3 clusters Score -419743.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -419745.218750 Penalty: 2909.134033
	Iteration 55Q: 3 clusters Score -419745.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -419746.375000 Penalty: 2909.134033
	Iteration 56Q: 3 clusters Score -419746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -419746.531250 Penalty: 2909.134033
	Iteration 57Q: 3 clusters Score -419746.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -419747.968750 Penalty: 2909.134033
	Iteration 58Q: 3 clusters Score -419748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -419747.750000 Penalty: 2909.134033
	Iteration 59Q: 3 clusters Score -419747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -419749.687500 Penalty: 2909.134033
	Iteration 60F: 3 clusters Score -419749.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -419750.968750 Penalty: 2909.134033
	Iteration 61Q: 3 clusters Score -419751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -419751.531250 Penalty: 2909.134033
	Iteration 62Q: 3 clusters Score -419751.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -419754.562500 Penalty: 2909.134033
	Iteration 63Q: 3 clusters Score -419754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -419756.625000 Penalty: 2909.134033
	Iteration 64Q: 3 clusters Score -419756.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -419759.218750 Penalty: 2909.134033
	Iteration 65Q: 3 clusters Score -419759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -419758.906250 Penalty: 2909.134033
	Iteration 66Q: 3 clusters Score -419758.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -419760.781250 Penalty: 2909.134033
	Iteration 67Q: 3 clusters Score -419760.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -419764.718750 Penalty: 2909.134033
	Iteration 68Q: 3 clusters Score -419764.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -419767.718750 Penalty: 2909.134033
	Iteration 69Q: 3 clusters Score -419767.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -419769.312500 Penalty: 2909.134033
	Iteration 70Q: 3 clusters Score -419769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -419769.781250 Penalty: 2909.134033
	Iteration 71Q: 3 clusters Score -419769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -419769.156250 Penalty: 2909.134033
	Iteration 72Q: 3 clusters Score -419769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -419769.812500 Penalty: 2909.134033
	Iteration 73Q: 3 clusters Score -419769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -419771.000000 Penalty: 2909.134033
	Iteration 74Q: 3 clusters Score -419771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -419770.656250 Penalty: 2909.134033
	Iteration 75Q: 3 clusters Score -419770.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -419770.656250 Penalty: 2909.134033
	Iteration 76F: 3 clusters Score -419770.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -60452.855469 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -60452.86 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 568 members 
Entering Unmasked Estep 
Score: -58917.214844 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -58917.21 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -59234.320312 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -59234.32 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59310.835938 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -59310.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -59347.285156 Penalty: 2295.212158
	Iteration 3Q: 3 clusters Score -59347.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -59368.363281 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -59368.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -59380.519531 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -59380.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59394.171875 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -59394.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59398.191406 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -59398.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -59403.929688 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -59403.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59408.898438 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -59408.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -59418.996094 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -59419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -59423.273438 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -59423.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59423.578125 Penalty: 2295.212158
	Iteration 12Q: 3 clusters Score -59423.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -59423.890625 Penalty: 2295.212158
	Iteration 13Q: 3 clusters Score -59423.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -59423.890625 Penalty: 2295.212158
	Iteration 14F: 3 clusters Score -59423.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Entering Unmasked Estep 
Score: -1029822.875000 Penalty: 1590.680908
	Iteration 0F: 2 clusters Score -1029823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1017599.187500 Penalty: 3181.361816
	Iteration 0F: 3 clusters Score -1017599 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1021922.937500 Penalty: 3181.361816
	Iteration 1F: 3 clusters Score -1021923 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1022317.562500 Penalty: 3181.361816
	Iteration 2F: 3 clusters Score -1022318 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1022782.812500 Penalty: 3181.361816
	Iteration 3F: 3 clusters Score -1022783 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1023349.187500 Penalty: 3181.361816
	Iteration 4F: 3 clusters Score -1023349 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1024041.187500 Penalty: 3181.361816
	Iteration 5F: 3 clusters Score -1024041 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1024712.250000 Penalty: 3181.361816
	Iteration 6F: 3 clusters Score -1024712 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1025282.750000 Penalty: 3181.361816
	Iteration 7F: 3 clusters Score -1025283 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1025713.562500 Penalty: 3181.361816
	Iteration 8Q: 3 clusters Score -1025714 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1025990.937500 Penalty: 3181.361816
	Iteration 9Q: 3 clusters Score -1025991 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1026165.875000 Penalty: 3181.361816
	Iteration 10Q: 3 clusters Score -1026166 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1026312.250000 Penalty: 3181.361816
	Iteration 11Q: 3 clusters Score -1026312 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1026438.125000 Penalty: 3181.361816
	Iteration 12Q: 3 clusters Score -1026438 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1026564.875000 Penalty: 3181.361816
	Iteration 13Q: 3 clusters Score -1026565 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1026731.625000 Penalty: 3181.361816
	Iteration 14Q: 3 clusters Score -1026732 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1026922.500000 Penalty: 3181.361816
	Iteration 15Q: 3 clusters Score -1026922 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1027179.750000 Penalty: 3181.361816
	Iteration 16Q: 3 clusters Score -1027180 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1027433.375000 Penalty: 3181.361816
	Iteration 17Q: 3 clusters Score -1027433 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1027649.625000 Penalty: 3181.361816
	Iteration 18Q: 3 clusters Score -1027650 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1027800.875000 Penalty: 3181.361816
	Iteration 19Q: 3 clusters Score -1027801 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1027932.875000 Penalty: 3181.361816
	Iteration 20F: 3 clusters Score -1027933 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1028021.125000 Penalty: 3181.361816
	Iteration 21Q: 3 clusters Score -1028021 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1028082.500000 Penalty: 3181.361816
	Iteration 22Q: 3 clusters Score -1028082 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1028131.750000 Penalty: 3181.361816
	Iteration 23Q: 3 clusters Score -1028132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1028167.562500 Penalty: 3181.361816
	Iteration 24Q: 3 clusters Score -1028168 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1028193.687500 Penalty: 3181.361816
	Iteration 25Q: 3 clusters Score -1028194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1028221.312500 Penalty: 3181.361816
	Iteration 26Q: 3 clusters Score -1028221 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1028253.375000 Penalty: 3181.361816
	Iteration 27Q: 3 clusters Score -1028253 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1028287.937500 Penalty: 3181.361816
	Iteration 28Q: 3 clusters Score -1028288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1028312.062500 Penalty: 3181.361816
	Iteration 29Q: 3 clusters Score -1028312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1028332.500000 Penalty: 3181.361816
	Iteration 30Q: 3 clusters Score -1028332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1028350.937500 Penalty: 3181.361816
	Iteration 31Q: 3 clusters Score -1028351 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1028368.687500 Penalty: 3181.361816
	Iteration 32Q: 3 clusters Score -1028369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1028388.187500 Penalty: 3181.361816
	Iteration 33Q: 3 clusters Score -1028388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1028403.750000 Penalty: 3181.361816
	Iteration 34Q: 3 clusters Score -1028404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1028420.312500 Penalty: 3181.361816
	Iteration 35Q: 3 clusters Score -1028420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1028436.875000 Penalty: 3181.361816
	Iteration 36Q: 3 clusters Score -1028437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1028446.812500 Penalty: 3181.361816
	Iteration 37Q: 3 clusters Score -1028447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1028454.000000 Penalty: 3181.361816
	Iteration 38Q: 3 clusters Score -1028454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1028460.687500 Penalty: 3181.361816
	Iteration 39Q: 3 clusters Score -1028461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1028468.000000 Penalty: 3181.361816
	Iteration 40F: 3 clusters Score -1028468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1028468.687500 Penalty: 3181.361816
	Iteration 41Q: 3 clusters Score -1028469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1028475.125000 Penalty: 3181.361816
	Iteration 42Q: 3 clusters Score -1028475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1028477.875000 Penalty: 3181.361816
	Iteration 43Q: 3 clusters Score -1028478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1028481.812500 Penalty: 3181.361816
	Iteration 44Q: 3 clusters Score -1028482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1028490.625000 Penalty: 3181.361816
	Iteration 45Q: 3 clusters Score -1028491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1028497.812500 Penalty: 3181.361816
	Iteration 46Q: 3 clusters Score -1028498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1028500.312500 Penalty: 3181.361816
	Iteration 47Q: 3 clusters Score -1028500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1028505.312500 Penalty: 3181.361816
	Iteration 48Q: 3 clusters Score -1028505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1028511.500000 Penalty: 3181.361816
	Iteration 49Q: 3 clusters Score -1028512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1028524.187500 Penalty: 3181.361816
	Iteration 50Q: 3 clusters Score -1028524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1028535.687500 Penalty: 3181.361816
	Iteration 51Q: 3 clusters Score -1028536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1028543.312500 Penalty: 3181.361816
	Iteration 52Q: 3 clusters Score -1028543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1028548.250000 Penalty: 3181.361816
	Iteration 53Q: 3 clusters Score -1028548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1028553.937500 Penalty: 3181.361816
	Iteration 54Q: 3 clusters Score -1028554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1028560.250000 Penalty: 3181.361816
	Iteration 55Q: 3 clusters Score -1028560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1028569.187500 Penalty: 3181.361816
	Iteration 56Q: 3 clusters Score -1028569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1028573.187500 Penalty: 3181.361816
	Iteration 57Q: 3 clusters Score -1028573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1028579.625000 Penalty: 3181.361816
	Iteration 58Q: 3 clusters Score -1028580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1028590.625000 Penalty: 3181.361816
	Iteration 59Q: 3 clusters Score -1028591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1028597.187500 Penalty: 3181.361816
	Iteration 60F: 3 clusters Score -1028597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1028601.875000 Penalty: 3181.361816
	Iteration 61Q: 3 clusters Score -1028602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1028606.625000 Penalty: 3181.361816
	Iteration 62Q: 3 clusters Score -1028607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1028611.875000 Penalty: 3181.361816
	Iteration 63Q: 3 clusters Score -1028612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1028619.187500 Penalty: 3181.361816
	Iteration 64Q: 3 clusters Score -1028619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1028620.625000 Penalty: 3181.361816
	Iteration 65Q: 3 clusters Score -1028621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1028620.625000 Penalty: 3181.361816
	Iteration 66Q: 3 clusters Score -1028621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1028625.687500 Penalty: 3181.361816
	Iteration 67Q: 3 clusters Score -1028626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1028631.687500 Penalty: 3181.361816
	Iteration 68Q: 3 clusters Score -1028632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1028638.375000 Penalty: 3181.361816
	Iteration 69Q: 3 clusters Score -1028638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1028639.687500 Penalty: 3181.361816
	Iteration 70Q: 3 clusters Score -1028640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1028641.437500 Penalty: 3181.361816
	Iteration 71Q: 3 clusters Score -1028641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1028646.375000 Penalty: 3181.361816
	Iteration 72Q: 3 clusters Score -1028646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1028651.562500 Penalty: 3181.361816
	Iteration 73Q: 3 clusters Score -1028652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1028655.375000 Penalty: 3181.361816
	Iteration 74Q: 3 clusters Score -1028655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1028655.625000 Penalty: 3181.361816
	Iteration 75Q: 3 clusters Score -1028656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1028662.812500 Penalty: 3181.361816
	Iteration 76Q: 3 clusters Score -1028663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1028665.937500 Penalty: 3181.361816
	Iteration 77Q: 3 clusters Score -1028666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1028673.375000 Penalty: 3181.361816
	Iteration 78Q: 3 clusters Score -1028673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1028680.687500 Penalty: 3181.361816
	Iteration 79Q: 3 clusters Score -1028681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1028683.562500 Penalty: 3181.361816
	Iteration 80F: 3 clusters Score -1028684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1028683.375000 Penalty: 3181.361816
	Iteration 81Q: 3 clusters Score -1028683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1028686.000000 Penalty: 3181.361816
	Iteration 82Q: 3 clusters Score -1028686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1028688.625000 Penalty: 3181.361816
	Iteration 83Q: 3 clusters Score -1028689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1028689.687500 Penalty: 3181.361816
	Iteration 84Q: 3 clusters Score -1028690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1028690.562500 Penalty: 3181.361816
	Iteration 85Q: 3 clusters Score -1028691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1028692.125000 Penalty: 3181.361816
	Iteration 86Q: 3 clusters Score -1028692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1028692.500000 Penalty: 3181.361816
	Iteration 87Q: 3 clusters Score -1028692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1028692.562500 Penalty: 3181.361816
	Iteration 88Q: 3 clusters Score -1028693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1028692.875000 Penalty: 3181.361816
	Iteration 89Q: 3 clusters Score -1028693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1028692.062500 Penalty: 3181.361816
	Iteration 90Q: 3 clusters Score -1028692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1028692.312500 Penalty: 3181.361816
	Iteration 91Q: 3 clusters Score -1028692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1028692.250000 Penalty: 3181.361816
	Iteration 92Q: 3 clusters Score -1028692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1028692.375000 Penalty: 3181.361816
	Iteration 93Q: 3 clusters Score -1028692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1028692.375000 Penalty: 3181.361816
	Iteration 94F: 3 clusters Score -1028692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Entering Unmasked Estep 
Score: -598062.750000 Penalty: 1508.356812
	Iteration 0F: 2 clusters Score -598062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -590401.625000 Penalty: 3016.713623
	Iteration 0F: 3 clusters Score -590401.6 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -593013.687500 Penalty: 3016.713623
	Iteration 1F: 3 clusters Score -593013.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -593292.500000 Penalty: 3016.713623
	Iteration 2F: 3 clusters Score -593292.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -593552.500000 Penalty: 3016.713623
	Iteration 3F: 3 clusters Score -593552.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -593822.687500 Penalty: 3016.713623
	Iteration 4Q: 3 clusters Score -593822.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -594068.437500 Penalty: 3016.713623
	Iteration 5Q: 3 clusters Score -594068.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -594293.625000 Penalty: 3016.713623
	Iteration 6Q: 3 clusters Score -594293.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -594501.250000 Penalty: 3016.713623
	Iteration 7Q: 3 clusters Score -594501.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -594745.937500 Penalty: 3016.713623
	Iteration 8Q: 3 clusters Score -594745.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -595040.375000 Penalty: 3016.713623
	Iteration 9Q: 3 clusters Score -595040.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -595386.562500 Penalty: 3016.713623
	Iteration 10Q: 3 clusters Score -595386.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -595751.187500 Penalty: 3016.713623
	Iteration 11Q: 3 clusters Score -595751.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -596010.250000 Penalty: 3016.713623
	Iteration 12Q: 3 clusters Score -596010.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -596175.625000 Penalty: 3016.713623
	Iteration 13Q: 3 clusters Score -596175.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -596302.562500 Penalty: 3016.713623
	Iteration 14Q: 3 clusters Score -596302.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -596404.687500 Penalty: 3016.713623
	Iteration 15Q: 3 clusters Score -596404.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -596484.250000 Penalty: 3016.713623
	Iteration 16Q: 3 clusters Score -596484.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -596537.187500 Penalty: 3016.713623
	Iteration 17Q: 3 clusters Score -596537.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -596585.437500 Penalty: 3016.713623
	Iteration 18Q: 3 clusters Score -596585.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -596634.687500 Penalty: 3016.713623
	Iteration 19Q: 3 clusters Score -596634.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -596678.687500 Penalty: 3016.713623
	Iteration 20F: 3 clusters Score -596678.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -596722.687500 Penalty: 3016.713623
	Iteration 21Q: 3 clusters Score -596722.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -596765.187500 Penalty: 3016.713623
	Iteration 22Q: 3 clusters Score -596765.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -596808.312500 Penalty: 3016.713623
	Iteration 23Q: 3 clusters Score -596808.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -596855.125000 Penalty: 3016.713623
	Iteration 24Q: 3 clusters Score -596855.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -596886.437500 Penalty: 3016.713623
	Iteration 25Q: 3 clusters Score -596886.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -596909.062500 Penalty: 3016.713623
	Iteration 26Q: 3 clusters Score -596909.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -596927.250000 Penalty: 3016.713623
	Iteration 27Q: 3 clusters Score -596927.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -596942.750000 Penalty: 3016.713623
	Iteration 28Q: 3 clusters Score -596942.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -596949.812500 Penalty: 3016.713623
	Iteration 29Q: 3 clusters Score -596949.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -596958.500000 Penalty: 3016.713623
	Iteration 30Q: 3 clusters Score -596958.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -596962.375000 Penalty: 3016.713623
	Iteration 31Q: 3 clusters Score -596962.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -596966.812500 Penalty: 3016.713623
	Iteration 32Q: 3 clusters Score -596966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -596968.500000 Penalty: 3016.713623
	Iteration 33Q: 3 clusters Score -596968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -596968.937500 Penalty: 3016.713623
	Iteration 34Q: 3 clusters Score -596968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -596969.062500 Penalty: 3016.713623
	Iteration 35Q: 3 clusters Score -596969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -596969.437500 Penalty: 3016.713623
	Iteration 36Q: 3 clusters Score -596969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -596971.000000 Penalty: 3016.713623
	Iteration 37Q: 3 clusters Score -596971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -596972.250000 Penalty: 3016.713623
	Iteration 38Q: 3 clusters Score -596972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -596971.375000 Penalty: 3016.713623
	Iteration 39Q: 3 clusters Score -596971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -596971.875000 Penalty: 3016.713623
	Iteration 40F: 3 clusters Score -596971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -596972.187500 Penalty: 3016.713623
	Iteration 41Q: 3 clusters Score -596972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -596972.000000 Penalty: 3016.713623
	Iteration 42Q: 3 clusters Score -596972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -596972.000000 Penalty: 3016.713623
	Iteration 43F: 3 clusters Score -596972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Entering Unmasked Estep 
Score: -2349655.250000 Penalty: 1724.124146
	Iteration 0F: 2 clusters Score -2349655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2322444.500000 Penalty: 3448.248291
	Iteration 0F: 3 clusters Score -2322444 nChanged 18793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2333006.500000 Penalty: 3448.248291
	Iteration 1F: 3 clusters Score -2333006 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2333573.500000 Penalty: 3448.248291
	Iteration 2Q: 3 clusters Score -2333574 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2334249.500000 Penalty: 3448.248291
	Iteration 3Q: 3 clusters Score -2334250 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2335066.000000 Penalty: 3448.248291
	Iteration 4Q: 3 clusters Score -2335066 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -2336341.000000 Penalty: 3448.248291
	Iteration 5F: 3 clusters Score -2336341 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -2338213.000000 Penalty: 3448.248291
	Iteration 6F: 3 clusters Score -2338213 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -2340704.000000 Penalty: 3448.248291
	Iteration 7F: 3 clusters Score -2340704 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -2343550.000000 Penalty: 3448.248291
	Iteration 8F: 3 clusters Score -2343550 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -2345786.250000 Penalty: 3448.248291
	Iteration 9F: 3 clusters Score -2345786 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -2347023.500000 Penalty: 3448.248291
	Iteration 10Q: 3 clusters Score -2347024 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -2347599.250000 Penalty: 3448.248291
	Iteration 11Q: 3 clusters Score -2347599 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -2347854.250000 Penalty: 3448.248291
	Iteration 12Q: 3 clusters Score -2347854 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -2347996.750000 Penalty: 3448.248291
	Iteration 13Q: 3 clusters Score -2347997 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -2348059.750000 Penalty: 3448.248291
	Iteration 14Q: 3 clusters Score -2348060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -2348099.500000 Penalty: 3448.248291
	Iteration 15Q: 3 clusters Score -2348100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -2348123.750000 Penalty: 3448.248291
	Iteration 16Q: 3 clusters Score -2348124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -2348133.500000 Penalty: 3448.248291
	Iteration 17Q: 3 clusters Score -2348134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -2348141.500000 Penalty: 3448.248291
	Iteration 18Q: 3 clusters Score -2348142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -2348144.750000 Penalty: 3448.248291
	Iteration 19Q: 3 clusters Score -2348145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -2348158.000000 Penalty: 3448.248291
	Iteration 20F: 3 clusters Score -2348158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -2348171.750000 Penalty: 3448.248291
	Iteration 21Q: 3 clusters Score -2348172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -2348177.750000 Penalty: 3448.248291
	Iteration 22Q: 3 clusters Score -2348178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -2348187.500000 Penalty: 3448.248291
	Iteration 23Q: 3 clusters Score -2348188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -2348187.500000 Penalty: 3448.248291
	Iteration 24Q: 3 clusters Score -2348188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -2348191.250000 Penalty: 3448.248291
	Iteration 25Q: 3 clusters Score -2348191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -2348191.250000 Penalty: 3448.248291
	Iteration 26F: 3 clusters Score -2348191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (107332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Entering Unmasked Estep 
Score: -6397449.500000 Penalty: 1882.348389
	Iteration 0F: 2 clusters Score -6397450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -6325626.000000 Penalty: 3764.696777
	Iteration 0F: 3 clusters Score -6325626 nChanged 51389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -6356163.500000 Penalty: 3764.696777
	Iteration 1F: 3 clusters Score -6356164 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -6358860.000000 Penalty: 3764.696777
	Iteration 2F: 3 clusters Score -6358860 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -6363615.500000 Penalty: 3764.696777
	Iteration 3F: 3 clusters Score -6363616 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -6370612.500000 Penalty: 3764.696777
	Iteration 4F: 3 clusters Score -6370612 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -6378323.500000 Penalty: 3764.696777
	Iteration 5F: 3 clusters Score -6378324 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -6384593.500000 Penalty: 3764.696777
	Iteration 6F: 3 clusters Score -6384594 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -6389029.500000 Penalty: 3764.696777
	Iteration 7Q: 3 clusters Score -6389030 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -6391976.000000 Penalty: 3764.696777
	Iteration 8Q: 3 clusters Score -6391976 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6393754.500000 Penalty: 3764.696777
	Iteration 9Q: 3 clusters Score -6393754 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105468 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6394781.000000 Penalty: 3764.696777
	Iteration 10Q: 3 clusters Score -6394781 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6395225.000000 Penalty: 3764.696777
	Iteration 11Q: 3 clusters Score -6395225 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6395490.500000 Penalty: 3764.696777
	Iteration 12Q: 3 clusters Score -6395490 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106569 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6395668.000000 Penalty: 3764.696777
	Iteration 13Q: 3 clusters Score -6395668 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6395768.500000 Penalty: 3764.696777
	Iteration 14Q: 3 clusters Score -6395768 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6395831.500000 Penalty: 3764.696777
	Iteration 15Q: 3 clusters Score -6395832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6395863.000000 Penalty: 3764.696777
	Iteration 16Q: 3 clusters Score -6395863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6395885.500000 Penalty: 3764.696777
	Iteration 17Q: 3 clusters Score -6395886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106825 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6395926.000000 Penalty: 3764.696777
	Iteration 18Q: 3 clusters Score -6395926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6395941.500000 Penalty: 3764.696777
	Iteration 19Q: 3 clusters Score -6395942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6395945.500000 Penalty: 3764.696777
	Iteration 20F: 3 clusters Score -6395946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6395958.000000 Penalty: 3764.696777
	Iteration 21Q: 3 clusters Score -6395958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6395963.500000 Penalty: 3764.696777
	Iteration 22Q: 3 clusters Score -6395964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106869 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6395960.000000 Penalty: 3764.696777
	Iteration 23Q: 3 clusters Score -6395960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6395973.500000 Penalty: 3764.696777
	Iteration 24Q: 3 clusters Score -6395974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6395979.000000 Penalty: 3764.696777
	Iteration 25Q: 3 clusters Score -6395979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106877 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6395980.500000 Penalty: 3764.696777
	Iteration 26Q: 3 clusters Score -6395980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6395980.500000 Penalty: 3764.696777
	Iteration 27Q: 3 clusters Score -6395980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106881 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6395977.000000 Penalty: 3764.696777
	Iteration 28Q: 3 clusters Score -6395977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6395982.000000 Penalty: 3764.696777
	Iteration 29Q: 3 clusters Score -6395982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6395982.000000 Penalty: 3764.696777
	Iteration 30Q: 3 clusters Score -6395982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106889 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6395975.000000 Penalty: 3764.696777
	Iteration 31Q: 3 clusters Score -6395975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106890 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6395978.000000 Penalty: 3764.696777
	Iteration 32Q: 3 clusters Score -6395978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6395979.000000 Penalty: 3764.696777
	Iteration 33Q: 3 clusters Score -6395979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6395983.500000 Penalty: 3764.696777
	Iteration 34Q: 3 clusters Score -6395984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6395986.500000 Penalty: 3764.696777
	Iteration 35Q: 3 clusters Score -6395986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106894 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6395990.000000 Penalty: 3764.696777
	Iteration 36Q: 3 clusters Score -6395990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106894 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6395990.000000 Penalty: 3764.696777
	Iteration 37F: 3 clusters Score -6395990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -158457.609375 Penalty: 1297.917480
	Iteration 0F: 2 clusters Score -158457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -155751.140625 Penalty: 2595.834961
	Iteration 0F: 3 clusters Score -155751.1 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -156421.187500 Penalty: 2595.834961
	Iteration 1F: 3 clusters Score -156421.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -156590.421875 Penalty: 2595.834961
	Iteration 2F: 3 clusters Score -156590.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -156726.343750 Penalty: 2595.834961
	Iteration 3F: 3 clusters Score -156726.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -156831.312500 Penalty: 2595.834961
	Iteration 4Q: 3 clusters Score -156831.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -156931.593750 Penalty: 2595.834961
	Iteration 5Q: 3 clusters Score -156931.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -157017.500000 Penalty: 2595.834961
	Iteration 6Q: 3 clusters Score -157017.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -157113.750000 Penalty: 2595.834961
	Iteration 7Q: 3 clusters Score -157113.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -157212.671875 Penalty: 2595.834961
	Iteration 8Q: 3 clusters Score -157212.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -157293.046875 Penalty: 2595.834961
	Iteration 9Q: 3 clusters Score -157293 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -157382.859375 Penalty: 2595.834961
	Iteration 10Q: 3 clusters Score -157382.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -157446.343750 Penalty: 2595.834961
	Iteration 11Q: 3 clusters Score -157446.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -157511.281250 Penalty: 2595.834961
	Iteration 12Q: 3 clusters Score -157511.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -157552.875000 Penalty: 2595.834961
	Iteration 13Q: 3 clusters Score -157552.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -157587.343750 Penalty: 2595.834961
	Iteration 14Q: 3 clusters Score -157587.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -157609.890625 Penalty: 2595.834961
	Iteration 15Q: 3 clusters Score -157609.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -157625.468750 Penalty: 2595.834961
	Iteration 16Q: 3 clusters Score -157625.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -157635.093750 Penalty: 2595.834961
	Iteration 17Q: 3 clusters Score -157635.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -157648.796875 Penalty: 2595.834961
	Iteration 18Q: 3 clusters Score -157648.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -157657.453125 Penalty: 2595.834961
	Iteration 19Q: 3 clusters Score -157657.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -157667.718750 Penalty: 2595.834961
	Iteration 20F: 3 clusters Score -157667.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -157683.859375 Penalty: 2595.834961
	Iteration 21Q: 3 clusters Score -157683.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -157702.187500 Penalty: 2595.834961
	Iteration 22Q: 3 clusters Score -157702.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -157715.968750 Penalty: 2595.834961
	Iteration 23Q: 3 clusters Score -157716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -157730.281250 Penalty: 2595.834961
	Iteration 24Q: 3 clusters Score -157730.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -157740.187500 Penalty: 2595.834961
	Iteration 25Q: 3 clusters Score -157740.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -157745.671875 Penalty: 2595.834961
	Iteration 26Q: 3 clusters Score -157745.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -157752.171875 Penalty: 2595.834961
	Iteration 27Q: 3 clusters Score -157752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -157757.781250 Penalty: 2595.834961
	Iteration 28Q: 3 clusters Score -157757.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -157764.484375 Penalty: 2595.834961
	Iteration 29Q: 3 clusters Score -157764.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -157771.500000 Penalty: 2595.834961
	Iteration 30Q: 3 clusters Score -157771.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -157777.390625 Penalty: 2595.834961
	Iteration 31Q: 3 clusters Score -157777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -157781.968750 Penalty: 2595.834961
	Iteration 32Q: 3 clusters Score -157782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -157784.734375 Penalty: 2595.834961
	Iteration 33Q: 3 clusters Score -157784.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -157786.953125 Penalty: 2595.834961
	Iteration 34Q: 3 clusters Score -157787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -157788.906250 Penalty: 2595.834961
	Iteration 35Q: 3 clusters Score -157788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -157791.203125 Penalty: 2595.834961
	Iteration 36Q: 3 clusters Score -157791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -157792.984375 Penalty: 2595.834961
	Iteration 37Q: 3 clusters Score -157793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -157793.546875 Penalty: 2595.834961
	Iteration 38Q: 3 clusters Score -157793.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -157793.546875 Penalty: 2595.834961
	Iteration 39F: 3 clusters Score -157793.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Entering Unmasked Estep 
Score: -435121.062500 Penalty: 1453.849243
	Iteration 0F: 2 clusters Score -435121.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -429418.187500 Penalty: 2907.698486
	Iteration 0F: 3 clusters Score -429418.2 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -431156.875000 Penalty: 2907.698486
	Iteration 1F: 3 clusters Score -431156.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -431358.562500 Penalty: 2907.698486
	Iteration 2F: 3 clusters Score -431358.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -431502.000000 Penalty: 2907.698486
	Iteration 3Q: 3 clusters Score -431502 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -431614.593750 Penalty: 2907.698486
	Iteration 4Q: 3 clusters Score -431614.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -431707.625000 Penalty: 2907.698486
	Iteration 5Q: 3 clusters Score -431707.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -431795.093750 Penalty: 2907.698486
	Iteration 6Q: 3 clusters Score -431795.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -431903.500000 Penalty: 2907.698486
	Iteration 7Q: 3 clusters Score -431903.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -432026.250000 Penalty: 2907.698486
	Iteration 8Q: 3 clusters Score -432026.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -432143.750000 Penalty: 2907.698486
	Iteration 9Q: 3 clusters Score -432143.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -432278.906250 Penalty: 2907.698486
	Iteration 10Q: 3 clusters Score -432278.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -432433.250000 Penalty: 2907.698486
	Iteration 11Q: 3 clusters Score -432433.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -432591.687500 Penalty: 2907.698486
	Iteration 12Q: 3 clusters Score -432591.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -432782.156250 Penalty: 2907.698486
	Iteration 13Q: 3 clusters Score -432782.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -432928.437500 Penalty: 2907.698486
	Iteration 14Q: 3 clusters Score -432928.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -433048.812500 Penalty: 2907.698486
	Iteration 15Q: 3 clusters Score -433048.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -433137.062500 Penalty: 2907.698486
	Iteration 16Q: 3 clusters Score -433137.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -433216.062500 Penalty: 2907.698486
	Iteration 17Q: 3 clusters Score -433216.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -433298.968750 Penalty: 2907.698486
	Iteration 18Q: 3 clusters Score -433299 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -433385.718750 Penalty: 2907.698486
	Iteration 19Q: 3 clusters Score -433385.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -433463.875000 Penalty: 2907.698486
	Iteration 20F: 3 clusters Score -433463.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -433549.656250 Penalty: 2907.698486
	Iteration 21Q: 3 clusters Score -433549.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -433641.218750 Penalty: 2907.698486
	Iteration 22Q: 3 clusters Score -433641.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -433702.468750 Penalty: 2907.698486
	Iteration 23Q: 3 clusters Score -433702.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -433738.593750 Penalty: 2907.698486
	Iteration 24Q: 3 clusters Score -433738.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -433763.250000 Penalty: 2907.698486
	Iteration 25Q: 3 clusters Score -433763.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -433780.656250 Penalty: 2907.698486
	Iteration 26Q: 3 clusters Score -433780.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -433788.281250 Penalty: 2907.698486
	Iteration 27Q: 3 clusters Score -433788.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -433792.593750 Penalty: 2907.698486
	Iteration 28Q: 3 clusters Score -433792.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -433794.406250 Penalty: 2907.698486
	Iteration 29Q: 3 clusters Score -433794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -433795.406250 Penalty: 2907.698486
	Iteration 30Q: 3 clusters Score -433795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -433795.062500 Penalty: 2907.698486
	Iteration 31Q: 3 clusters Score -433795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -433797.468750 Penalty: 2907.698486
	Iteration 32Q: 3 clusters Score -433797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -433797.375000 Penalty: 2907.698486
	Iteration 33Q: 3 clusters Score -433797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -433798.718750 Penalty: 2907.698486
	Iteration 34Q: 3 clusters Score -433798.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -433799.812500 Penalty: 2907.698486
	Iteration 35Q: 3 clusters Score -433799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -433801.875000 Penalty: 2907.698486
	Iteration 36Q: 3 clusters Score -433801.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -433801.531250 Penalty: 2907.698486
	Iteration 37Q: 3 clusters Score -433801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -433802.875000 Penalty: 2907.698486
	Iteration 38Q: 3 clusters Score -433802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -433804.187500 Penalty: 2907.698486
	Iteration 39Q: 3 clusters Score -433804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -433805.312500 Penalty: 2907.698486
	Iteration 40F: 3 clusters Score -433805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -433807.625000 Penalty: 2907.698486
	Iteration 41Q: 3 clusters Score -433807.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -433807.625000 Penalty: 2907.698486
	Iteration 42F: 3 clusters Score -433807.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Entering Unmasked Estep 
Score: -2299990.750000 Penalty: 1719.868042
	Iteration 0F: 2 clusters Score -2299991 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 19830 members 
Entering Unmasked Estep 
Score: -2273587.000000 Penalty: 3439.736084
	Iteration 0F: 3 clusters Score -2273587 nChanged 18384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2283786.250000 Penalty: 3439.736084
	Iteration 1F: 3 clusters Score -2283786 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2284255.500000 Penalty: 3439.736084
	Iteration 2Q: 3 clusters Score -2284256 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2284768.750000 Penalty: 3439.736084
	Iteration 3Q: 3 clusters Score -2284769 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2285315.250000 Penalty: 3439.736084
	Iteration 4Q: 3 clusters Score -2285315 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2285891.750000 Penalty: 3439.736084
	Iteration 5Q: 3 clusters Score -2285892 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2286520.250000 Penalty: 3439.736084
	Iteration 6Q: 3 clusters Score -2286520 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2287199.250000 Penalty: 3439.736084
	Iteration 7Q: 3 clusters Score -2287199 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2288026.500000 Penalty: 3439.736084
	Iteration 8Q: 3 clusters Score -2288026 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2289018.250000 Penalty: 3439.736084
	Iteration 9Q: 3 clusters Score -2289018 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -2290138.000000 Penalty: 3439.736084
	Iteration 10Q: 3 clusters Score -2290138 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -2291331.500000 Penalty: 3439.736084
	Iteration 11Q: 3 clusters Score -2291332 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -2292520.250000 Penalty: 3439.736084
	Iteration 12Q: 3 clusters Score -2292520 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -2293717.750000 Penalty: 3439.736084
	Iteration 13Q: 3 clusters Score -2293718 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -2294840.500000 Penalty: 3439.736084
	Iteration 14Q: 3 clusters Score -2294840 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -2295839.500000 Penalty: 3439.736084
	Iteration 15Q: 3 clusters Score -2295840 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -2296610.000000 Penalty: 3439.736084
	Iteration 16Q: 3 clusters Score -2296610 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -2297235.000000 Penalty: 3439.736084
	Iteration 17Q: 3 clusters Score -2297235 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -2297687.500000 Penalty: 3439.736084
	Iteration 18Q: 3 clusters Score -2297688 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -2297944.750000 Penalty: 3439.736084
	Iteration 19Q: 3 clusters Score -2297945 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -2298129.250000 Penalty: 3439.736084
	Iteration 20F: 3 clusters Score -2298129 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -2298265.750000 Penalty: 3439.736084
	Iteration 21Q: 3 clusters Score -2298266 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -2298343.000000 Penalty: 3439.736084
	Iteration 22Q: 3 clusters Score -2298343 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -2298392.500000 Penalty: 3439.736084
	Iteration 23Q: 3 clusters Score -2298392 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -2298432.000000 Penalty: 3439.736084
	Iteration 24Q: 3 clusters Score -2298432 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -2298460.000000 Penalty: 3439.736084
	Iteration 25Q: 3 clusters Score -2298460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -2298501.250000 Penalty: 3439.736084
	Iteration 26Q: 3 clusters Score -2298501 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -2298533.000000 Penalty: 3439.736084
	Iteration 27Q: 3 clusters Score -2298533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -2298551.750000 Penalty: 3439.736084
	Iteration 28Q: 3 clusters Score -2298552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -2298571.750000 Penalty: 3439.736084
	Iteration 29Q: 3 clusters Score -2298572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -2298588.000000 Penalty: 3439.736084
	Iteration 30Q: 3 clusters Score -2298588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -2298604.500000 Penalty: 3439.736084
	Iteration 31Q: 3 clusters Score -2298604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -2298614.250000 Penalty: 3439.736084
	Iteration 32Q: 3 clusters Score -2298614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -2298618.250000 Penalty: 3439.736084
	Iteration 33Q: 3 clusters Score -2298618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -2298617.250000 Penalty: 3439.736084
	Iteration 34Q: 3 clusters Score -2298617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -2298625.250000 Penalty: 3439.736084
	Iteration 35Q: 3 clusters Score -2298625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -2298632.000000 Penalty: 3439.736084
	Iteration 36Q: 3 clusters Score -2298632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -2298638.500000 Penalty: 3439.736084
	Iteration 37Q: 3 clusters Score -2298638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -2298639.750000 Penalty: 3439.736084
	Iteration 38Q: 3 clusters Score -2298640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -2298649.750000 Penalty: 3439.736084
	Iteration 39Q: 3 clusters Score -2298650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -2298647.750000 Penalty: 3439.736084
	Iteration 40F: 3 clusters Score -2298648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -2298652.000000 Penalty: 3439.736084
	Iteration 41Q: 3 clusters Score -2298652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -2298653.750000 Penalty: 3439.736084
	Iteration 42Q: 3 clusters Score -2298654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -2298653.750000 Penalty: 3439.736084
	Iteration 43Q: 3 clusters Score -2298654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -2298657.500000 Penalty: 3439.736084
	Iteration 44Q: 3 clusters Score -2298658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -2298660.000000 Penalty: 3439.736084
	Iteration 45Q: 3 clusters Score -2298660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -2298658.750000 Penalty: 3439.736084
	Iteration 46Q: 3 clusters Score -2298659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -2298662.250000 Penalty: 3439.736084
	Iteration 47Q: 3 clusters Score -2298662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -2298661.750000 Penalty: 3439.736084
	Iteration 48Q: 3 clusters Score -2298662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -2298662.750000 Penalty: 3439.736084
	Iteration 49Q: 3 clusters Score -2298663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -2298663.000000 Penalty: 3439.736084
	Iteration 50Q: 3 clusters Score -2298663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -2298663.000000 Penalty: 3439.736084
	Iteration 51F: 3 clusters Score -2298663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Entering Unmasked Estep 
Score: -306048.656250 Penalty: 1402.372681
	Iteration 0F: 2 clusters Score -306048.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -301703.375000 Penalty: 2804.745361
	Iteration 0F: 3 clusters Score -301703.4 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -303145.312500 Penalty: 2804.745361
	Iteration 1F: 3 clusters Score -303145.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -303605.156250 Penalty: 2804.745361
	Iteration 2F: 3 clusters Score -303605.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -304017.718750 Penalty: 2804.745361
	Iteration 3F: 3 clusters Score -304017.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -304399.031250 Penalty: 2804.745361
	Iteration 4F: 3 clusters Score -304399 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -304758.687500 Penalty: 2804.745361
	Iteration 5F: 3 clusters Score -304758.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -305057.843750 Penalty: 2804.745361
	Iteration 6F: 3 clusters Score -305057.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -305330.281250 Penalty: 2804.745361
	Iteration 7Q: 3 clusters Score -305330.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -305509.156250 Penalty: 2804.745361
	Iteration 8Q: 3 clusters Score -305509.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -305630.000000 Penalty: 2804.745361
	Iteration 9Q: 3 clusters Score -305630 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -305704.093750 Penalty: 2804.745361
	Iteration 10Q: 3 clusters Score -305704.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -305754.187500 Penalty: 2804.745361
	Iteration 11Q: 3 clusters Score -305754.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -305785.781250 Penalty: 2804.745361
	Iteration 12Q: 3 clusters Score -305785.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -305797.406250 Penalty: 2804.745361
	Iteration 13Q: 3 clusters Score -305797.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -305805.218750 Penalty: 2804.745361
	Iteration 14Q: 3 clusters Score -305805.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -305811.593750 Penalty: 2804.745361
	Iteration 15Q: 3 clusters Score -305811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -305812.750000 Penalty: 2804.745361
	Iteration 16Q: 3 clusters Score -305812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -305815.093750 Penalty: 2804.745361
	Iteration 17Q: 3 clusters Score -305815.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -305817.093750 Penalty: 2804.745361
	Iteration 18Q: 3 clusters Score -305817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -305818.031250 Penalty: 2804.745361
	Iteration 19Q: 3 clusters Score -305818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -305818.843750 Penalty: 2804.745361
	Iteration 20F: 3 clusters Score -305818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -305820.937500 Penalty: 2804.745361
	Iteration 21Q: 3 clusters Score -305820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -305822.250000 Penalty: 2804.745361
	Iteration 22Q: 3 clusters Score -305822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -305822.781250 Penalty: 2804.745361
	Iteration 23Q: 3 clusters Score -305822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -305822.781250 Penalty: 2804.745361
	Iteration 24F: 3 clusters Score -305822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Entering Unmasked Estep 
Score: -2183622.750000 Penalty: 1735.097534
	Iteration 0F: 2 clusters Score -2183623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2154458.250000 Penalty: 3470.195068
	Iteration 0F: 3 clusters Score -2154458 nChanged 20366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2165889.250000 Penalty: 3470.195068
	Iteration 1F: 3 clusters Score -2165889 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -2166495.500000 Penalty: 3470.195068
	Iteration 2Q: 3 clusters Score -2166496 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2167109.500000 Penalty: 3470.195068
	Iteration 3Q: 3 clusters Score -2167110 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2167850.250000 Penalty: 3470.195068
	Iteration 4Q: 3 clusters Score -2167850 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2168771.750000 Penalty: 3470.195068
	Iteration 5Q: 3 clusters Score -2168772 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -2169916.750000 Penalty: 3470.195068
	Iteration 6F: 3 clusters Score -2169917 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -2171441.500000 Penalty: 3470.195068
	Iteration 7F: 3 clusters Score -2171442 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -2173446.500000 Penalty: 3470.195068
	Iteration 8F: 3 clusters Score -2173446 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -2175782.250000 Penalty: 3470.195068
	Iteration 9F: 3 clusters Score -2175782 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -2177956.250000 Penalty: 3470.195068
	Iteration 10F: 3 clusters Score -2177956 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -2179830.000000 Penalty: 3470.195068
	Iteration 11Q: 3 clusters Score -2179830 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -2181028.250000 Penalty: 3470.195068
	Iteration 12Q: 3 clusters Score -2181028 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -2181714.000000 Penalty: 3470.195068
	Iteration 13Q: 3 clusters Score -2181714 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -2182083.750000 Penalty: 3470.195068
	Iteration 14Q: 3 clusters Score -2182084 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -2182299.750000 Penalty: 3470.195068
	Iteration 15Q: 3 clusters Score -2182300 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -2182452.000000 Penalty: 3470.195068
	Iteration 16Q: 3 clusters Score -2182452 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -2182536.750000 Penalty: 3470.195068
	Iteration 17Q: 3 clusters Score -2182537 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -2182601.500000 Penalty: 3470.195068
	Iteration 18Q: 3 clusters Score -2182602 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -2182654.000000 Penalty: 3470.195068
	Iteration 19Q: 3 clusters Score -2182654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -2182683.000000 Penalty: 3470.195068
	Iteration 20F: 3 clusters Score -2182683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -2182701.000000 Penalty: 3470.195068
	Iteration 21Q: 3 clusters Score -2182701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -2182713.500000 Penalty: 3470.195068
	Iteration 22Q: 3 clusters Score -2182714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -2182712.750000 Penalty: 3470.195068
	Iteration 23Q: 3 clusters Score -2182713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -2182716.500000 Penalty: 3470.195068
	Iteration 24Q: 3 clusters Score -2182716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -2182720.750000 Penalty: 3470.195068
	Iteration 25Q: 3 clusters Score -2182721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -2182718.500000 Penalty: 3470.195068
	Iteration 26Q: 3 clusters Score -2182718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -2182720.000000 Penalty: 3470.195068
	Iteration 27Q: 3 clusters Score -2182720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -2182722.250000 Penalty: 3470.195068
	Iteration 28Q: 3 clusters Score -2182722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -2182725.250000 Penalty: 3470.195068
	Iteration 29Q: 3 clusters Score -2182725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -2182725.250000 Penalty: 3470.195068
	Iteration 30F: 3 clusters Score -2182725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -93457.218750 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -93457.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -91388.718750 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -91388.72 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -91937.039062 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -91937.04 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -92077.421875 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -92077.42 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -92167.046875 Penalty: 2485.685547
	Iteration 3F: 3 clusters Score -92167.05 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -92233.781250 Penalty: 2485.685547
	Iteration 4Q: 3 clusters Score -92233.78 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -92280.117188 Penalty: 2485.685547
	Iteration 5Q: 3 clusters Score -92280.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -92313.742188 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -92313.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -92336.890625 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -92336.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -92362.093750 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -92362.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -92385.539062 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -92385.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -92405.140625 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -92405.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92423.750000 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -92423.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -92434.820312 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -92434.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92450.710938 Penalty: 2485.685547
	Iteration 13Q: 3 clusters Score -92450.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92463.085938 Penalty: 2485.685547
	Iteration 14Q: 3 clusters Score -92463.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -92473.195312 Penalty: 2485.685547
	Iteration 15Q: 3 clusters Score -92473.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92489.484375 Penalty: 2485.685547
	Iteration 16Q: 3 clusters Score -92489.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92506.632812 Penalty: 2485.685547
	Iteration 17Q: 3 clusters Score -92506.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92519.898438 Penalty: 2485.685547
	Iteration 18Q: 3 clusters Score -92519.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92529.734375 Penalty: 2485.685547
	Iteration 19Q: 3 clusters Score -92529.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -92537.609375 Penalty: 2485.685547
	Iteration 20F: 3 clusters Score -92537.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92549.984375 Penalty: 2485.685547
	Iteration 21Q: 3 clusters Score -92549.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92559.351562 Penalty: 2485.685547
	Iteration 22Q: 3 clusters Score -92559.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92565.585938 Penalty: 2485.685547
	Iteration 23Q: 3 clusters Score -92565.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -92569.718750 Penalty: 2485.685547
	Iteration 24Q: 3 clusters Score -92569.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92573.789062 Penalty: 2485.685547
	Iteration 25Q: 3 clusters Score -92573.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92576.953125 Penalty: 2485.685547
	Iteration 26Q: 3 clusters Score -92576.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -92581.359375 Penalty: 2485.685547
	Iteration 27Q: 3 clusters Score -92581.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92587.929688 Penalty: 2485.685547
	Iteration 28Q: 3 clusters Score -92587.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92596.640625 Penalty: 2485.685547
	Iteration 29Q: 3 clusters Score -92596.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92602.250000 Penalty: 2485.685547
	Iteration 30Q: 3 clusters Score -92602.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92607.656250 Penalty: 2485.685547
	Iteration 31Q: 3 clusters Score -92607.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92610.351562 Penalty: 2485.685547
	Iteration 32Q: 3 clusters Score -92610.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92612.710938 Penalty: 2485.685547
	Iteration 33Q: 3 clusters Score -92612.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -92616.046875 Penalty: 2485.685547
	Iteration 34Q: 3 clusters Score -92616.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92621.828125 Penalty: 2485.685547
	Iteration 35Q: 3 clusters Score -92621.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92625.835938 Penalty: 2485.685547
	Iteration 36Q: 3 clusters Score -92625.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92628.062500 Penalty: 2485.685547
	Iteration 37Q: 3 clusters Score -92628.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92629.929688 Penalty: 2485.685547
	Iteration 38Q: 3 clusters Score -92629.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92629.929688 Penalty: 2485.685547
	Iteration 39F: 3 clusters Score -92629.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Entering Unmasked Estep 
Score: -483366.406250 Penalty: 1468.463989
	Iteration 0F: 2 clusters Score -483366.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -477243.781250 Penalty: 2936.927979
	Iteration 0F: 3 clusters Score -477243.8 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -479139.968750 Penalty: 2936.927979
	Iteration 1F: 3 clusters Score -479140 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -479451.156250 Penalty: 2936.927979
	Iteration 2F: 3 clusters Score -479451.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -479798.750000 Penalty: 2936.927979
	Iteration 3F: 3 clusters Score -479798.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -480199.750000 Penalty: 2936.927979
	Iteration 4F: 3 clusters Score -480199.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -480606.500000 Penalty: 2936.927979
	Iteration 5F: 3 clusters Score -480606.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -481026.625000 Penalty: 2936.927979
	Iteration 6F: 3 clusters Score -481026.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -481337.937500 Penalty: 2936.927979
	Iteration 7Q: 3 clusters Score -481337.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -481547.531250 Penalty: 2936.927979
	Iteration 8Q: 3 clusters Score -481547.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -481695.312500 Penalty: 2936.927979
	Iteration 9Q: 3 clusters Score -481695.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -481826.812500 Penalty: 2936.927979
	Iteration 10Q: 3 clusters Score -481826.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -481930.187500 Penalty: 2936.927979
	Iteration 11Q: 3 clusters Score -481930.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -482003.562500 Penalty: 2936.927979
	Iteration 12Q: 3 clusters Score -482003.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -482045.687500 Penalty: 2936.927979
	Iteration 13Q: 3 clusters Score -482045.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -482074.312500 Penalty: 2936.927979
	Iteration 14Q: 3 clusters Score -482074.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -482093.062500 Penalty: 2936.927979
	Iteration 15Q: 3 clusters Score -482093.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -482106.875000 Penalty: 2936.927979
	Iteration 16Q: 3 clusters Score -482106.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -482119.593750 Penalty: 2936.927979
	Iteration 17Q: 3 clusters Score -482119.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -482127.062500 Penalty: 2936.927979
	Iteration 18Q: 3 clusters Score -482127.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -482133.687500 Penalty: 2936.927979
	Iteration 19Q: 3 clusters Score -482133.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -482137.718750 Penalty: 2936.927979
	Iteration 20F: 3 clusters Score -482137.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -482144.812500 Penalty: 2936.927979
	Iteration 21Q: 3 clusters Score -482144.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -482147.687500 Penalty: 2936.927979
	Iteration 22Q: 3 clusters Score -482147.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -482153.812500 Penalty: 2936.927979
	Iteration 23Q: 3 clusters Score -482153.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -482158.312500 Penalty: 2936.927979
	Iteration 24Q: 3 clusters Score -482158.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -482160.593750 Penalty: 2936.927979
	Iteration 25Q: 3 clusters Score -482160.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -482168.343750 Penalty: 2936.927979
	Iteration 26Q: 3 clusters Score -482168.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -482172.906250 Penalty: 2936.927979
	Iteration 27Q: 3 clusters Score -482172.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -482180.625000 Penalty: 2936.927979
	Iteration 28Q: 3 clusters Score -482180.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -482184.625000 Penalty: 2936.927979
	Iteration 29Q: 3 clusters Score -482184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -482187.562500 Penalty: 2936.927979
	Iteration 30Q: 3 clusters Score -482187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -482189.312500 Penalty: 2936.927979
	Iteration 31Q: 3 clusters Score -482189.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -482190.250000 Penalty: 2936.927979
	Iteration 32Q: 3 clusters Score -482190.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -482190.656250 Penalty: 2936.927979
	Iteration 33Q: 3 clusters Score -482190.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -482189.968750 Penalty: 2936.927979
	Iteration 34Q: 3 clusters Score -482190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -482192.343750 Penalty: 2936.927979
	Iteration 35Q: 3 clusters Score -482192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -482193.750000 Penalty: 2936.927979
	Iteration 36Q: 3 clusters Score -482193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -482193.562500 Penalty: 2936.927979
	Iteration 37Q: 3 clusters Score -482193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -482195.093750 Penalty: 2936.927979
	Iteration 38Q: 3 clusters Score -482195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -482196.625000 Penalty: 2936.927979
	Iteration 39Q: 3 clusters Score -482196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -482195.906250 Penalty: 2936.927979
	Iteration 40F: 3 clusters Score -482195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -482198.031250 Penalty: 2936.927979
	Iteration 41Q: 3 clusters Score -482198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -482199.312500 Penalty: 2936.927979
	Iteration 42Q: 3 clusters Score -482199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -482200.156250 Penalty: 2936.927979
	Iteration 43Q: 3 clusters Score -482200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -482199.468750 Penalty: 2936.927979
	Iteration 44Q: 3 clusters Score -482199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -482199.843750 Penalty: 2936.927979
	Iteration 45Q: 3 clusters Score -482199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -482199.875000 Penalty: 2936.927979
	Iteration 46Q: 3 clusters Score -482199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -482200.593750 Penalty: 2936.927979
	Iteration 47Q: 3 clusters Score -482200.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -482201.375000 Penalty: 2936.927979
	Iteration 48Q: 3 clusters Score -482201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -482202.656250 Penalty: 2936.927979
	Iteration 49Q: 3 clusters Score -482202.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -482204.125000 Penalty: 2936.927979
	Iteration 50Q: 3 clusters Score -482204.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -482209.312500 Penalty: 2936.927979
	Iteration 51Q: 3 clusters Score -482209.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -482214.750000 Penalty: 2936.927979
	Iteration 52Q: 3 clusters Score -482214.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -482217.218750 Penalty: 2936.927979
	Iteration 53Q: 3 clusters Score -482217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -482217.562500 Penalty: 2936.927979
	Iteration 54Q: 3 clusters Score -482217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -482219.750000 Penalty: 2936.927979
	Iteration 55Q: 3 clusters Score -482219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -482223.000000 Penalty: 2936.927979
	Iteration 56Q: 3 clusters Score -482223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -482230.000000 Penalty: 2936.927979
	Iteration 57Q: 3 clusters Score -482230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -482233.437500 Penalty: 2936.927979
	Iteration 58Q: 3 clusters Score -482233.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -482237.843750 Penalty: 2936.927979
	Iteration 59Q: 3 clusters Score -482237.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -482242.500000 Penalty: 2936.927979
	Iteration 60F: 3 clusters Score -482242.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -482249.625000 Penalty: 2936.927979
	Iteration 61Q: 3 clusters Score -482249.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -482255.250000 Penalty: 2936.927979
	Iteration 62Q: 3 clusters Score -482255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -482259.281250 Penalty: 2936.927979
	Iteration 63Q: 3 clusters Score -482259.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -482260.937500 Penalty: 2936.927979
	Iteration 64Q: 3 clusters Score -482260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -482262.031250 Penalty: 2936.927979
	Iteration 65Q: 3 clusters Score -482262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -482263.531250 Penalty: 2936.927979
	Iteration 66Q: 3 clusters Score -482263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -482263.531250 Penalty: 2936.927979
	Iteration 67F: 3 clusters Score -482263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -137172.734375 Penalty: 1298.743652
	Iteration 0F: 2 clusters Score -137172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -134442.218750 Penalty: 2597.487305
	Iteration 0F: 3 clusters Score -134442.2 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -135195.625000 Penalty: 2597.487305
	Iteration 1F: 3 clusters Score -135195.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -135428.015625 Penalty: 2597.487305
	Iteration 2F: 3 clusters Score -135428 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -135569.937500 Penalty: 2597.487305
	Iteration 3F: 3 clusters Score -135569.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -135662.421875 Penalty: 2597.487305
	Iteration 4Q: 3 clusters Score -135662.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -135730.796875 Penalty: 2597.487305
	Iteration 5Q: 3 clusters Score -135730.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -135779.046875 Penalty: 2597.487305
	Iteration 6Q: 3 clusters Score -135779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -135820.890625 Penalty: 2597.487305
	Iteration 7Q: 3 clusters Score -135820.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -135854.031250 Penalty: 2597.487305
	Iteration 8Q: 3 clusters Score -135854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -135881.093750 Penalty: 2597.487305
	Iteration 9Q: 3 clusters Score -135881.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -135907.718750 Penalty: 2597.487305
	Iteration 10Q: 3 clusters Score -135907.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -135932.750000 Penalty: 2597.487305
	Iteration 11Q: 3 clusters Score -135932.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -135956.515625 Penalty: 2597.487305
	Iteration 12Q: 3 clusters Score -135956.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -135972.359375 Penalty: 2597.487305
	Iteration 13Q: 3 clusters Score -135972.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -135989.562500 Penalty: 2597.487305
	Iteration 14Q: 3 clusters Score -135989.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -136011.046875 Penalty: 2597.487305
	Iteration 15Q: 3 clusters Score -136011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -136032.953125 Penalty: 2597.487305
	Iteration 16Q: 3 clusters Score -136033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -136054.515625 Penalty: 2597.487305
	Iteration 17Q: 3 clusters Score -136054.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -136074.484375 Penalty: 2597.487305
	Iteration 18Q: 3 clusters Score -136074.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -136095.281250 Penalty: 2597.487305
	Iteration 19Q: 3 clusters Score -136095.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -136117.218750 Penalty: 2597.487305
	Iteration 20F: 3 clusters Score -136117.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -136134.734375 Penalty: 2597.487305
	Iteration 21Q: 3 clusters Score -136134.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -136147.765625 Penalty: 2597.487305
	Iteration 22Q: 3 clusters Score -136147.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -136156.656250 Penalty: 2597.487305
	Iteration 23Q: 3 clusters Score -136156.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -136162.328125 Penalty: 2597.487305
	Iteration 24Q: 3 clusters Score -136162.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -136164.812500 Penalty: 2597.487305
	Iteration 25Q: 3 clusters Score -136164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -136167.843750 Penalty: 2597.487305
	Iteration 26Q: 3 clusters Score -136167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -136168.515625 Penalty: 2597.487305
	Iteration 27Q: 3 clusters Score -136168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -136168.953125 Penalty: 2597.487305
	Iteration 28Q: 3 clusters Score -136169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -136169.062500 Penalty: 2597.487305
	Iteration 29Q: 3 clusters Score -136169.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -136169.062500 Penalty: 2597.487305
	Iteration 30F: 3 clusters Score -136169.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -124038.742188 Penalty: 1259.894043
	Iteration 0F: 2 clusters Score -124038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -121728.046875 Penalty: 2519.788086
	Iteration 0F: 3 clusters Score -121728 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -122280.578125 Penalty: 2519.788086
	Iteration 1F: 3 clusters Score -122280.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -122464.937500 Penalty: 2519.788086
	Iteration 2F: 3 clusters Score -122464.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -122593.218750 Penalty: 2519.788086
	Iteration 3F: 3 clusters Score -122593.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -122674.773438 Penalty: 2519.788086
	Iteration 4Q: 3 clusters Score -122674.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -122759.226562 Penalty: 2519.788086
	Iteration 5Q: 3 clusters Score -122759.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -122824.968750 Penalty: 2519.788086
	Iteration 6Q: 3 clusters Score -122825 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -122878.539062 Penalty: 2519.788086
	Iteration 7Q: 3 clusters Score -122878.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -122931.109375 Penalty: 2519.788086
	Iteration 8Q: 3 clusters Score -122931.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -122985.726562 Penalty: 2519.788086
	Iteration 9Q: 3 clusters Score -122985.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -123042.085938 Penalty: 2519.788086
	Iteration 10Q: 3 clusters Score -123042.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -123087.664062 Penalty: 2519.788086
	Iteration 11Q: 3 clusters Score -123087.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -123122.789062 Penalty: 2519.788086
	Iteration 12Q: 3 clusters Score -123122.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -123149.421875 Penalty: 2519.788086
	Iteration 13Q: 3 clusters Score -123149.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -123171.367188 Penalty: 2519.788086
	Iteration 14Q: 3 clusters Score -123171.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -123191.710938 Penalty: 2519.788086
	Iteration 15Q: 3 clusters Score -123191.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -123207.968750 Penalty: 2519.788086
	Iteration 16Q: 3 clusters Score -123208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -123219.757812 Penalty: 2519.788086
	Iteration 17Q: 3 clusters Score -123219.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -123228.429688 Penalty: 2519.788086
	Iteration 18Q: 3 clusters Score -123228.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -123234.789062 Penalty: 2519.788086
	Iteration 19Q: 3 clusters Score -123234.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -123238.250000 Penalty: 2519.788086
	Iteration 20F: 3 clusters Score -123238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -123241.460938 Penalty: 2519.788086
	Iteration 21Q: 3 clusters Score -123241.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -123245.593750 Penalty: 2519.788086
	Iteration 22Q: 3 clusters Score -123245.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -123249.570312 Penalty: 2519.788086
	Iteration 23Q: 3 clusters Score -123249.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -123257.617188 Penalty: 2519.788086
	Iteration 24Q: 3 clusters Score -123257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -123265.468750 Penalty: 2519.788086
	Iteration 25Q: 3 clusters Score -123265.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -123270.710938 Penalty: 2519.788086
	Iteration 26Q: 3 clusters Score -123270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -123273.039062 Penalty: 2519.788086
	Iteration 27Q: 3 clusters Score -123273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -123275.375000 Penalty: 2519.788086
	Iteration 28Q: 3 clusters Score -123275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -123275.804688 Penalty: 2519.788086
	Iteration 29Q: 3 clusters Score -123275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -123276.039062 Penalty: 2519.788086
	Iteration 30Q: 3 clusters Score -123276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -123276.296875 Penalty: 2519.788086
	Iteration 31Q: 3 clusters Score -123276.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -123276.257812 Penalty: 2519.788086
	Iteration 32Q: 3 clusters Score -123276.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -123276.257812 Penalty: 2519.788086
	Iteration 33F: 3 clusters Score -123276.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -235133.328125 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -235133.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -231774.015625 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -231774 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -232686.781250 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -232686.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -232857.031250 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -232857 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -233019.562500 Penalty: 2698.719482
	Iteration 3F: 3 clusters Score -233019.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -233175.421875 Penalty: 2698.719482
	Iteration 4F: 3 clusters Score -233175.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -233334.875000 Penalty: 2698.719482
	Iteration 5F: 3 clusters Score -233334.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -233478.796875 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -233478.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -233587.437500 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -233587.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -233687.875000 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -233687.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -233811.640625 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -233811.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -233940.703125 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -233940.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -234076.796875 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -234076.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -234181.656250 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -234181.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -234264.578125 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -234264.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -234324.250000 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -234324.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -234357.828125 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -234357.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -234385.125000 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -234385.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -234412.031250 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -234412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -234432.843750 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -234432.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -234449.234375 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -234449.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -234464.406250 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -234464.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -234477.875000 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -234477.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -234484.343750 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -234484.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -234487.687500 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -234487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -234490.031250 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -234490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -234492.562500 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -234492.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -234493.656250 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -234493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -234494.281250 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -234494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -234495.375000 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -234495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -234495.375000 Penalty: 2698.719482
	Iteration 29F: 3 clusters Score -234495.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -178447.062500 Penalty: 1312.534790
	Iteration 0F: 2 clusters Score -178447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -175563.937500 Penalty: 2625.069580
	Iteration 0F: 3 clusters Score -175563.9 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -176439.375000 Penalty: 2625.069580
	Iteration 1F: 3 clusters Score -176439.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -176705.031250 Penalty: 2625.069580
	Iteration 2F: 3 clusters Score -176705 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -176925.562500 Penalty: 2625.069580
	Iteration 3F: 3 clusters Score -176925.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -177133.312500 Penalty: 2625.069580
	Iteration 4F: 3 clusters Score -177133.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -177322.390625 Penalty: 2625.069580
	Iteration 5F: 3 clusters Score -177322.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -177472.953125 Penalty: 2625.069580
	Iteration 6F: 3 clusters Score -177473 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -177579.828125 Penalty: 2625.069580
	Iteration 7Q: 3 clusters Score -177579.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -177652.125000 Penalty: 2625.069580
	Iteration 8Q: 3 clusters Score -177652.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -177702.468750 Penalty: 2625.069580
	Iteration 9Q: 3 clusters Score -177702.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -177748.890625 Penalty: 2625.069580
	Iteration 10Q: 3 clusters Score -177748.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -177789.750000 Penalty: 2625.069580
	Iteration 11Q: 3 clusters Score -177789.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -177816.171875 Penalty: 2625.069580
	Iteration 12Q: 3 clusters Score -177816.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -177835.625000 Penalty: 2625.069580
	Iteration 13Q: 3 clusters Score -177835.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177846.843750 Penalty: 2625.069580
	Iteration 14Q: 3 clusters Score -177846.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -177855.250000 Penalty: 2625.069580
	Iteration 15Q: 3 clusters Score -177855.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -177864.968750 Penalty: 2625.069580
	Iteration 16Q: 3 clusters Score -177865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177872.796875 Penalty: 2625.069580
	Iteration 17Q: 3 clusters Score -177872.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -177875.828125 Penalty: 2625.069580
	Iteration 18Q: 3 clusters Score -177875.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -177878.921875 Penalty: 2625.069580
	Iteration 19Q: 3 clusters Score -177878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -177881.828125 Penalty: 2625.069580
	Iteration 20F: 3 clusters Score -177881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -177883.750000 Penalty: 2625.069580
	Iteration 21Q: 3 clusters Score -177883.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -177884.375000 Penalty: 2625.069580
	Iteration 22Q: 3 clusters Score -177884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177884.484375 Penalty: 2625.069580
	Iteration 23Q: 3 clusters Score -177884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177884.484375 Penalty: 2625.069580
	Iteration 24F: 3 clusters Score -177884.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -134406.562500 Penalty: 1301.953003
	Iteration 0F: 2 clusters Score -134406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -131721.593750 Penalty: 2603.906006
	Iteration 0F: 3 clusters Score -131721.6 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -132454.171875 Penalty: 2603.906006
	Iteration 1F: 3 clusters Score -132454.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -132653.640625 Penalty: 2603.906006
	Iteration 2F: 3 clusters Score -132653.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -132776.875000 Penalty: 2603.906006
	Iteration 3F: 3 clusters Score -132776.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -132881.640625 Penalty: 2603.906006
	Iteration 4F: 3 clusters Score -132881.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -132968.125000 Penalty: 2603.906006
	Iteration 5Q: 3 clusters Score -132968.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -133022.218750 Penalty: 2603.906006
	Iteration 6Q: 3 clusters Score -133022.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -133080.890625 Penalty: 2603.906006
	Iteration 7Q: 3 clusters Score -133080.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -133145.062500 Penalty: 2603.906006
	Iteration 8Q: 3 clusters Score -133145.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -133197.078125 Penalty: 2603.906006
	Iteration 9Q: 3 clusters Score -133197.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -133234.265625 Penalty: 2603.906006
	Iteration 10Q: 3 clusters Score -133234.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -133276.078125 Penalty: 2603.906006
	Iteration 11Q: 3 clusters Score -133276.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -133305.593750 Penalty: 2603.906006
	Iteration 12Q: 3 clusters Score -133305.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -133331.218750 Penalty: 2603.906006
	Iteration 13Q: 3 clusters Score -133331.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -133354.000000 Penalty: 2603.906006
	Iteration 14Q: 3 clusters Score -133354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -133382.046875 Penalty: 2603.906006
	Iteration 15Q: 3 clusters Score -133382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -133407.640625 Penalty: 2603.906006
	Iteration 16Q: 3 clusters Score -133407.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -133426.906250 Penalty: 2603.906006
	Iteration 17Q: 3 clusters Score -133426.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -133449.375000 Penalty: 2603.906006
	Iteration 18Q: 3 clusters Score -133449.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -133474.593750 Penalty: 2603.906006
	Iteration 19Q: 3 clusters Score -133474.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -133498.140625 Penalty: 2603.906006
	Iteration 20F: 3 clusters Score -133498.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -133523.906250 Penalty: 2603.906006
	Iteration 21Q: 3 clusters Score -133523.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -133546.968750 Penalty: 2603.906006
	Iteration 22Q: 3 clusters Score -133547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -133568.109375 Penalty: 2603.906006
	Iteration 23Q: 3 clusters Score -133568.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -133580.062500 Penalty: 2603.906006
	Iteration 24Q: 3 clusters Score -133580.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -133591.828125 Penalty: 2603.906006
	Iteration 25Q: 3 clusters Score -133591.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -133607.859375 Penalty: 2603.906006
	Iteration 26Q: 3 clusters Score -133607.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -133624.812500 Penalty: 2603.906006
	Iteration 27Q: 3 clusters Score -133624.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -133631.671875 Penalty: 2603.906006
	Iteration 28Q: 3 clusters Score -133631.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -133635.750000 Penalty: 2603.906006
	Iteration 29Q: 3 clusters Score -133635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -133637.000000 Penalty: 2603.906006
	Iteration 30Q: 3 clusters Score -133637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -133637.609375 Penalty: 2603.906006
	Iteration 31Q: 3 clusters Score -133637.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -133637.609375 Penalty: 2603.906006
	Iteration 32F: 3 clusters Score -133637.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Entering Unmasked Estep 
Score: -321005.062500 Penalty: 1404.134155
	Iteration 0F: 2 clusters Score -321005.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -316633.000000 Penalty: 2808.268311
	Iteration 0F: 3 clusters Score -316633 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -317879.031250 Penalty: 2808.268311
	Iteration 1F: 3 clusters Score -317879 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -318033.875000 Penalty: 2808.268311
	Iteration 2F: 3 clusters Score -318033.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -318144.125000 Penalty: 2808.268311
	Iteration 3Q: 3 clusters Score -318144.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -318246.906250 Penalty: 2808.268311
	Iteration 4Q: 3 clusters Score -318246.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -318346.875000 Penalty: 2808.268311
	Iteration 5Q: 3 clusters Score -318346.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -318463.031250 Penalty: 2808.268311
	Iteration 6Q: 3 clusters Score -318463 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -318569.687500 Penalty: 2808.268311
	Iteration 7Q: 3 clusters Score -318569.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -318707.812500 Penalty: 2808.268311
	Iteration 8Q: 3 clusters Score -318707.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -318862.968750 Penalty: 2808.268311
	Iteration 9Q: 3 clusters Score -318863 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -319041.500000 Penalty: 2808.268311
	Iteration 10Q: 3 clusters Score -319041.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -319225.093750 Penalty: 2808.268311
	Iteration 11Q: 3 clusters Score -319225.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -319364.281250 Penalty: 2808.268311
	Iteration 12Q: 3 clusters Score -319364.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -319468.718750 Penalty: 2808.268311
	Iteration 13Q: 3 clusters Score -319468.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -319547.875000 Penalty: 2808.268311
	Iteration 14Q: 3 clusters Score -319547.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -319609.656250 Penalty: 2808.268311
	Iteration 15Q: 3 clusters Score -319609.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -319658.968750 Penalty: 2808.268311
	Iteration 16Q: 3 clusters Score -319659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -319711.125000 Penalty: 2808.268311
	Iteration 17Q: 3 clusters Score -319711.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -319738.125000 Penalty: 2808.268311
	Iteration 18Q: 3 clusters Score -319738.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -319752.156250 Penalty: 2808.268311
	Iteration 19Q: 3 clusters Score -319752.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -319764.812500 Penalty: 2808.268311
	Iteration 20F: 3 clusters Score -319764.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -319776.125000 Penalty: 2808.268311
	Iteration 21Q: 3 clusters Score -319776.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -319789.906250 Penalty: 2808.268311
	Iteration 22Q: 3 clusters Score -319789.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -319795.937500 Penalty: 2808.268311
	Iteration 23Q: 3 clusters Score -319795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -319802.343750 Penalty: 2808.268311
	Iteration 24Q: 3 clusters Score -319802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -319806.218750 Penalty: 2808.268311
	Iteration 25Q: 3 clusters Score -319806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -319807.062500 Penalty: 2808.268311
	Iteration 26Q: 3 clusters Score -319807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -319807.062500 Penalty: 2808.268311
	Iteration 27F: 3 clusters Score -319807.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -162733.281250 Penalty: 1302.812378
	Iteration 0F: 2 clusters Score -162733.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -159953.937500 Penalty: 2605.624756
	Iteration 0F: 3 clusters Score -159953.9 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -160601.625000 Penalty: 2605.624756
	Iteration 1F: 3 clusters Score -160601.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -160755.531250 Penalty: 2605.624756
	Iteration 2F: 3 clusters Score -160755.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -160831.125000 Penalty: 2605.624756
	Iteration 3Q: 3 clusters Score -160831.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -160887.859375 Penalty: 2605.624756
	Iteration 4Q: 3 clusters Score -160887.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -160936.421875 Penalty: 2605.624756
	Iteration 5Q: 3 clusters Score -160936.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -160976.656250 Penalty: 2605.624756
	Iteration 6Q: 3 clusters Score -160976.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -161008.078125 Penalty: 2605.624756
	Iteration 7Q: 3 clusters Score -161008.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -161037.109375 Penalty: 2605.624756
	Iteration 8Q: 3 clusters Score -161037.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -161075.656250 Penalty: 2605.624756
	Iteration 9Q: 3 clusters Score -161075.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -161114.281250 Penalty: 2605.624756
	Iteration 10Q: 3 clusters Score -161114.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -161143.234375 Penalty: 2605.624756
	Iteration 11Q: 3 clusters Score -161143.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -161166.031250 Penalty: 2605.624756
	Iteration 12Q: 3 clusters Score -161166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -161176.734375 Penalty: 2605.624756
	Iteration 13Q: 3 clusters Score -161176.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -161184.625000 Penalty: 2605.624756
	Iteration 14Q: 3 clusters Score -161184.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -161190.859375 Penalty: 2605.624756
	Iteration 15Q: 3 clusters Score -161190.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -161196.421875 Penalty: 2605.624756
	Iteration 16Q: 3 clusters Score -161196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -161200.578125 Penalty: 2605.624756
	Iteration 17Q: 3 clusters Score -161200.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -161208.625000 Penalty: 2605.624756
	Iteration 18Q: 3 clusters Score -161208.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -161219.234375 Penalty: 2605.624756
	Iteration 19Q: 3 clusters Score -161219.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -161228.312500 Penalty: 2605.624756
	Iteration 20F: 3 clusters Score -161228.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -161241.265625 Penalty: 2605.624756
	Iteration 21Q: 3 clusters Score -161241.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -161251.046875 Penalty: 2605.624756
	Iteration 22Q: 3 clusters Score -161251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -161256.062500 Penalty: 2605.624756
	Iteration 23Q: 3 clusters Score -161256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -161259.312500 Penalty: 2605.624756
	Iteration 24Q: 3 clusters Score -161259.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -161262.031250 Penalty: 2605.624756
	Iteration 25Q: 3 clusters Score -161262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -161263.468750 Penalty: 2605.624756
	Iteration 26Q: 3 clusters Score -161263.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -161264.593750 Penalty: 2605.624756
	Iteration 27Q: 3 clusters Score -161264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -161265.703125 Penalty: 2605.624756
	Iteration 28Q: 3 clusters Score -161265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -161266.875000 Penalty: 2605.624756
	Iteration 29Q: 3 clusters Score -161266.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -161268.281250 Penalty: 2605.624756
	Iteration 30Q: 3 clusters Score -161268.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -161268.859375 Penalty: 2605.624756
	Iteration 31Q: 3 clusters Score -161268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -161269.296875 Penalty: 2605.624756
	Iteration 32Q: 3 clusters Score -161269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -161270.093750 Penalty: 2605.624756
	Iteration 33Q: 3 clusters Score -161270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -161270.421875 Penalty: 2605.624756
	Iteration 34Q: 3 clusters Score -161270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -161271.781250 Penalty: 2605.624756
	Iteration 35Q: 3 clusters Score -161271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -161272.546875 Penalty: 2605.624756
	Iteration 36Q: 3 clusters Score -161272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -161273.062500 Penalty: 2605.624756
	Iteration 37Q: 3 clusters Score -161273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -161273.890625 Penalty: 2605.624756
	Iteration 38Q: 3 clusters Score -161273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -161274.343750 Penalty: 2605.624756
	Iteration 39Q: 3 clusters Score -161274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -161274.750000 Penalty: 2605.624756
	Iteration 40F: 3 clusters Score -161274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -161275.640625 Penalty: 2605.624756
	Iteration 41Q: 3 clusters Score -161275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -161276.750000 Penalty: 2605.624756
	Iteration 42Q: 3 clusters Score -161276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -161277.546875 Penalty: 2605.624756
	Iteration 43Q: 3 clusters Score -161277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -161277.984375 Penalty: 2605.624756
	Iteration 44Q: 3 clusters Score -161278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -161278.328125 Penalty: 2605.624756
	Iteration 45Q: 3 clusters Score -161278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -161278.328125 Penalty: 2605.624756
	Iteration 46F: 3 clusters Score -161278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -75384.929688 Penalty: 1182.102905
	Iteration 0F: 2 clusters Score -75384.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -73700.281250 Penalty: 2364.205811
	Iteration 0F: 3 clusters Score -73700.28 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -74074.351562 Penalty: 2364.205811
	Iteration 1F: 3 clusters Score -74074.35 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -74156.203125 Penalty: 2364.205811
	Iteration 2F: 3 clusters Score -74156.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -74203.367188 Penalty: 2364.205811
	Iteration 3Q: 3 clusters Score -74203.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -74242.875000 Penalty: 2364.205811
	Iteration 4Q: 3 clusters Score -74242.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -74281.671875 Penalty: 2364.205811
	Iteration 5Q: 3 clusters Score -74281.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -74329.492188 Penalty: 2364.205811
	Iteration 6Q: 3 clusters Score -74329.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -74375.398438 Penalty: 2364.205811
	Iteration 7Q: 3 clusters Score -74375.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -74421.882812 Penalty: 2364.205811
	Iteration 8Q: 3 clusters Score -74421.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -74484.765625 Penalty: 2364.205811
	Iteration 9Q: 3 clusters Score -74484.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -74529.851562 Penalty: 2364.205811
	Iteration 10Q: 3 clusters Score -74529.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -74560.937500 Penalty: 2364.205811
	Iteration 11Q: 3 clusters Score -74560.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -74575.515625 Penalty: 2364.205811
	Iteration 12Q: 3 clusters Score -74575.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -74581.164062 Penalty: 2364.205811
	Iteration 13Q: 3 clusters Score -74581.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -74585.789062 Penalty: 2364.205811
	Iteration 14Q: 3 clusters Score -74585.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -74590.726562 Penalty: 2364.205811
	Iteration 15Q: 3 clusters Score -74590.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -74595.242188 Penalty: 2364.205811
	Iteration 16Q: 3 clusters Score -74595.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -74600.453125 Penalty: 2364.205811
	Iteration 17Q: 3 clusters Score -74600.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -74605.679688 Penalty: 2364.205811
	Iteration 18Q: 3 clusters Score -74605.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -74608.804688 Penalty: 2364.205811
	Iteration 19Q: 3 clusters Score -74608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -74613.859375 Penalty: 2364.205811
	Iteration 20F: 3 clusters Score -74613.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -74624.750000 Penalty: 2364.205811
	Iteration 21Q: 3 clusters Score -74624.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -74637.000000 Penalty: 2364.205811
	Iteration 22Q: 3 clusters Score -74637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -74649.039062 Penalty: 2364.205811
	Iteration 23Q: 3 clusters Score -74649.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -74665.671875 Penalty: 2364.205811
	Iteration 24Q: 3 clusters Score -74665.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -74702.796875 Penalty: 2364.205811
	Iteration 25Q: 3 clusters Score -74702.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -74733.820312 Penalty: 2364.205811
	Iteration 26Q: 3 clusters Score -74733.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -74757.734375 Penalty: 2364.205811
	Iteration 27Q: 3 clusters Score -74757.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -74771.210938 Penalty: 2364.205811
	Iteration 28Q: 3 clusters Score -74771.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -74779.796875 Penalty: 2364.205811
	Iteration 29Q: 3 clusters Score -74779.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -74792.757812 Penalty: 2364.205811
	Iteration 30Q: 3 clusters Score -74792.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -74802.570312 Penalty: 2364.205811
	Iteration 31Q: 3 clusters Score -74802.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -74809.929688 Penalty: 2364.205811
	Iteration 32Q: 3 clusters Score -74809.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -74813.125000 Penalty: 2364.205811
	Iteration 33Q: 3 clusters Score -74813.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -74817.187500 Penalty: 2364.205811
	Iteration 34Q: 3 clusters Score -74817.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -74817.929688 Penalty: 2364.205811
	Iteration 35Q: 3 clusters Score -74817.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -74818.734375 Penalty: 2364.205811
	Iteration 36Q: 3 clusters Score -74818.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -74819.132812 Penalty: 2364.205811
	Iteration 37Q: 3 clusters Score -74819.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -74819.132812 Penalty: 2364.205811
	Iteration 38F: 3 clusters Score -74819.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (139495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139495 members 
Entering Unmasked Estep 
Score: -8192539.000000 Penalty: 1924.939941
	Iteration 0F: 2 clusters Score -8192539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -8098897.500000 Penalty: 3849.879883
	Iteration 0F: 3 clusters Score -8098898 nChanged 67242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -8138582.000000 Penalty: 3849.879883
	Iteration 1F: 3 clusters Score -8138582 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -8139606.500000 Penalty: 3849.879883
	Iteration 2Q: 3 clusters Score -8139606 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -8141156.000000 Penalty: 3849.879883
	Iteration 3Q: 3 clusters Score -8141156 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -8143500.000000 Penalty: 3849.879883
	Iteration 4Q: 3 clusters Score -8143500 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -8147189.500000 Penalty: 3849.879883
	Iteration 5F: 3 clusters Score -8147190 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -8152394.000000 Penalty: 3849.879883
	Iteration 6F: 3 clusters Score -8152394 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -8158212.000000 Penalty: 3849.879883
	Iteration 7F: 3 clusters Score -8158212 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -8163674.500000 Penalty: 3849.879883
	Iteration 8F: 3 clusters Score -8163674 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 107599 members 
Entering Unmasked Estep 
Score: -8168425.500000 Penalty: 3849.879883
	Iteration 9F: 3 clusters Score -8168426 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 112961 members 
Entering Unmasked Estep 
Score: -8172723.500000 Penalty: 3849.879883
	Iteration 10Q: 3 clusters Score -8172724 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -8176479.000000 Penalty: 3849.879883
	Iteration 11Q: 3 clusters Score -8176479 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 121209 members 
Entering Unmasked Estep 
Score: -8179639.000000 Penalty: 3849.879883
	Iteration 12Q: 3 clusters Score -8179639 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 124157 members 
Entering Unmasked Estep 
Score: -8181756.000000 Penalty: 3849.879883
	Iteration 13Q: 3 clusters Score -8181756 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 126634 members 
Entering Unmasked Estep 
Score: -8183336.500000 Penalty: 3849.879883
	Iteration 14Q: 3 clusters Score -8183336 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 128770 members 
Entering Unmasked Estep 
Score: -8184596.500000 Penalty: 3849.879883
	Iteration 15Q: 3 clusters Score -8184596 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 130620 members 
Entering Unmasked Estep 
Score: -8185651.000000 Penalty: 3849.879883
	Iteration 16Q: 3 clusters Score -8185651 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 132216 members 
Entering Unmasked Estep 
Score: -8186541.500000 Penalty: 3849.879883
	Iteration 17Q: 3 clusters Score -8186542 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 133687 members 
Entering Unmasked Estep 
Score: -8187442.000000 Penalty: 3849.879883
	Iteration 18Q: 3 clusters Score -8187442 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 134898 members 
Entering Unmasked Estep 
Score: -8188105.500000 Penalty: 3849.879883
	Iteration 19Q: 3 clusters Score -8188106 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 135919 members 
Entering Unmasked Estep 
Score: -8188689.500000 Penalty: 3849.879883
	Iteration 20F: 3 clusters Score -8188690 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 136756 members 
Entering Unmasked Estep 
Score: -8189240.500000 Penalty: 3849.879883
	Iteration 21Q: 3 clusters Score -8189240 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 137446 members 
Entering Unmasked Estep 
Score: -8189677.500000 Penalty: 3849.879883
	Iteration 22Q: 3 clusters Score -8189678 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 137951 members 
Entering Unmasked Estep 
Score: -8190008.000000 Penalty: 3849.879883
	Iteration 23Q: 3 clusters Score -8190008 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 138316 members 
Entering Unmasked Estep 
Score: -8190234.500000 Penalty: 3849.879883
	Iteration 24Q: 3 clusters Score -8190234 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 138574 members 
Entering Unmasked Estep 
Score: -8190405.500000 Penalty: 3849.879883
	Iteration 25Q: 3 clusters Score -8190406 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -8190535.000000 Penalty: 3849.879883
	Iteration 26Q: 3 clusters Score -8190535 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 138853 members 
Entering Unmasked Estep 
Score: -8190612.000000 Penalty: 3849.879883
	Iteration 27Q: 3 clusters Score -8190612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 138932 members 
Entering Unmasked Estep 
Score: -8190673.000000 Penalty: 3849.879883
	Iteration 28Q: 3 clusters Score -8190673 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 138993 members 
Entering Unmasked Estep 
Score: -8190711.000000 Penalty: 3849.879883
	Iteration 29Q: 3 clusters Score -8190711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 139033 members 
Entering Unmasked Estep 
Score: -8190732.500000 Penalty: 3849.879883
	Iteration 30Q: 3 clusters Score -8190732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 139062 members 
Entering Unmasked Estep 
Score: -8190754.500000 Penalty: 3849.879883
	Iteration 31Q: 3 clusters Score -8190754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 139083 members 
Entering Unmasked Estep 
Score: -8190782.000000 Penalty: 3849.879883
	Iteration 32Q: 3 clusters Score -8190782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 139105 members 
Entering Unmasked Estep 
Score: -8190795.500000 Penalty: 3849.879883
	Iteration 33Q: 3 clusters Score -8190796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 139115 members 
Entering Unmasked Estep 
Score: -8190818.500000 Penalty: 3849.879883
	Iteration 34Q: 3 clusters Score -8190818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 139126 members 
Entering Unmasked Estep 
Score: -8190819.000000 Penalty: 3849.879883
	Iteration 35Q: 3 clusters Score -8190819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 139137 members 
Entering Unmasked Estep 
Score: -8190833.500000 Penalty: 3849.879883
	Iteration 36Q: 3 clusters Score -8190834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 139142 members 
Entering Unmasked Estep 
Score: -8190834.500000 Penalty: 3849.879883
	Iteration 37Q: 3 clusters Score -8190834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -8190843.000000 Penalty: 3849.879883
	Iteration 38Q: 3 clusters Score -8190843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 139148 members 
Entering Unmasked Estep 
Score: -8190842.000000 Penalty: 3849.879883
	Iteration 39Q: 3 clusters Score -8190842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -8190848.000000 Penalty: 3849.879883
	Iteration 40F: 3 clusters Score -8190848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -62737.816406 Penalty: 1158.119751
	Iteration 0F: 2 clusters Score -62737.82 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 619 members 
Entering Unmasked Estep 
Score: -61167.687500 Penalty: 2316.239502
	Iteration 0F: 3 clusters Score -61167.69 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -61453.949219 Penalty: 2316.239502
	Iteration 1F: 3 clusters Score -61453.95 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -61574.976562 Penalty: 2316.239502
	Iteration 2F: 3 clusters Score -61574.98 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61663.464844 Penalty: 2316.239502
	Iteration 3F: 3 clusters Score -61663.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -61720.746094 Penalty: 2316.239502
	Iteration 4Q: 3 clusters Score -61720.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61751.117188 Penalty: 2316.239502
	Iteration 5Q: 3 clusters Score -61751.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61773.527344 Penalty: 2316.239502
	Iteration 6Q: 3 clusters Score -61773.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -61809.316406 Penalty: 2316.239502
	Iteration 7Q: 3 clusters Score -61809.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -61852.531250 Penalty: 2316.239502
	Iteration 8Q: 3 clusters Score -61852.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -61885.996094 Penalty: 2316.239502
	Iteration 9Q: 3 clusters Score -61886 nChanged 35
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: -61929.265625 Penalty: 2316.239502
	Iteration 10Q: 3 clusters Score -61929.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -61973.218750 Penalty: 2316.239502
	Iteration 11Q: 3 clusters Score -61973.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -62009.714844 Penalty: 2316.239502
	Iteration 12Q: 3 clusters Score -62009.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -62045.542969 Penalty: 2316.239502
	Iteration 13Q: 3 clusters Score -62045.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -62093.753906 Penalty: 2316.239502
	Iteration 14Q: 3 clusters Score -62093.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -62145.375000 Penalty: 2316.239502
	Iteration 15Q: 3 clusters Score -62145.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -62172.527344 Penalty: 2316.239502
	Iteration 16Q: 3 clusters Score -62172.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62193.070312 Penalty: 2316.239502
	Iteration 17Q: 3 clusters Score -62193.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62209.003906 Penalty: 2316.239502
	Iteration 18Q: 3 clusters Score -62209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62224.160156 Penalty: 2316.239502
	Iteration 19Q: 3 clusters Score -62224.16 nChanged 9
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: -62239.101562 Penalty: 2316.239502
	Iteration 20F: 3 clusters Score -62239.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -62246.308594 Penalty: 2316.239502
	Iteration 21Q: 3 clusters Score -62246.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -62249.578125 Penalty: 2316.239502
	Iteration 22Q: 3 clusters Score -62249.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -62252.843750 Penalty: 2316.239502
	Iteration 23Q: 3 clusters Score -62252.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -62253.800781 Penalty: 2316.239502
	Iteration 24Q: 3 clusters Score -62253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -62257.546875 Penalty: 2316.239502
	Iteration 25Q: 3 clusters Score -62257.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -62265.996094 Penalty: 2316.239502
	Iteration 26Q: 3 clusters Score -62266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -62270.566406 Penalty: 2316.239502
	Iteration 27Q: 3 clusters Score -62270.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -62272.042969 Penalty: 2316.239502
	Iteration 28Q: 3 clusters Score -62272.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -62272.953125 Penalty: 2316.239502
	Iteration 29Q: 3 clusters Score -62272.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -62274.246094 Penalty: 2316.239502
	Iteration 30Q: 3 clusters Score -62274.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -62276.152344 Penalty: 2316.239502
	Iteration 31Q: 3 clusters Score -62276.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -62276.152344 Penalty: 2316.239502
	Iteration 32F: 3 clusters Score -62276.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 25713 members 
Mstep: Class 3 contains 94052 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 7642 members 
Mstep: Class 6 contains 12397 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 4735 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17833 members 
Mstep: Class 13 contains 10745 members 
Mstep: Class 14 contains 40538 members 
Mstep: Class 15 contains 107332 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 39490 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 43370 members 
Mstep: Class 21 contains 2097 members 
Mstep: Class 22 contains 8406 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 139495 members 
Mstep: Class 32 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152344.000000 Penalty: 69384.421875
Iteration 159Q: 33 clusters Score -3.415234e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 25723 members 
Mstep: Class 3 contains 94002 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 7636 members 
Mstep: Class 6 contains 12393 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 4739 members 
Mstep: Class 10 contains 7718 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17832 members 
Mstep: Class 13 contains 10742 members 
Mstep: Class 14 contains 40539 members 
Mstep: Class 15 contains 107322 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 39491 members 
Mstep: Class 19 contains 5595 members 
Mstep: Class 20 contains 43400 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 8431 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 139494 members 
Mstep: Class 32 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152428.000000 Penalty: 69384.421875
Iteration 160F: 33 clusters Score -3.415243e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 25725 members 
Mstep: Class 3 contains 93955 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 7630 members 
Mstep: Class 6 contains 12388 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 4745 members 
Mstep: Class 10 contains 7720 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17830 members 
Mstep: Class 13 contains 10737 members 
Mstep: Class 14 contains 40548 members 
Mstep: Class 15 contains 107316 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 39491 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 43422 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 8454 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139492 members 
Mstep: Class 32 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152484.000000 Penalty: 69384.421875
Iteration 161Q: 33 clusters Score -3.415248e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25731 members 
Mstep: Class 3 contains 93908 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 4749 members 
Mstep: Class 10 contains 7719 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17829 members 
Mstep: Class 13 contains 10738 members 
Mstep: Class 14 contains 40550 members 
Mstep: Class 15 contains 107314 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 39492 members 
Mstep: Class 19 contains 5595 members 
Mstep: Class 20 contains 43446 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 8474 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3219 members 
Mstep: Class 27 contains 3016 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139487 members 
Mstep: Class 32 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152512.000000 Penalty: 69384.421875
Iteration 162Q: 33 clusters Score -3.415251e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25728 members 
Mstep: Class 3 contains 93856 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 7619 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 4751 members 
Mstep: Class 10 contains 7720 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17827 members 
Mstep: Class 13 contains 10735 members 
Mstep: Class 14 contains 40554 members 
Mstep: Class 15 contains 107298 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 7698 members 
Mstep: Class 18 contains 39496 members 
Mstep: Class 19 contains 5595 members 
Mstep: Class 20 contains 43480 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 8495 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139493 members 
Mstep: Class 32 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152520.000000 Penalty: 69384.421875
Iteration 163Q: 33 clusters Score -3.415252e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 25727 members 
Mstep: Class 3 contains 93811 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 7615 members 
Mstep: Class 6 contains 12386 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 4754 members 
Mstep: Class 10 contains 7723 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17830 members 
Mstep: Class 13 contains 10731 members 
Mstep: Class 14 contains 40556 members 
Mstep: Class 15 contains 107286 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 7700 members 
Mstep: Class 18 contains 39500 members 
Mstep: Class 19 contains 5595 members 
Mstep: Class 20 contains 43506 members 
Mstep: Class 21 contains 2100 members 
Mstep: Class 22 contains 8514 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3220 members 
Mstep: Class 27 contains 3016 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139491 members 
Mstep: Class 32 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152504.000000 Penalty: 69384.421875
Iteration 164Q: 33 clusters Score -3.41525e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 25731 members 
Mstep: Class 3 contains 93762 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 7611 members 
Mstep: Class 6 contains 12384 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 4760 members 
Mstep: Class 10 contains 7723 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17830 members 
Mstep: Class 13 contains 10725 members 
Mstep: Class 14 contains 40555 members 
Mstep: Class 15 contains 107279 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 7701 members 
Mstep: Class 18 contains 39503 members 
Mstep: Class 19 contains 5595 members 
Mstep: Class 20 contains 43531 members 
Mstep: Class 21 contains 2101 members 
Mstep: Class 22 contains 8534 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3221 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139493 members 
Mstep: Class 32 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152560.000000 Penalty: 69384.421875
Iteration 165Q: 33 clusters Score -3.415256e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 25736 members 
Mstep: Class 3 contains 93714 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 7606 members 
Mstep: Class 6 contains 12385 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 7723 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17831 members 
Mstep: Class 13 contains 10723 members 
Mstep: Class 14 contains 40559 members 
Mstep: Class 15 contains 107268 members 
Mstep: Class 16 contains 2941 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 39502 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 43560 members 
Mstep: Class 21 contains 2102 members 
Mstep: Class 22 contains 8553 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3222 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139500 members 
Mstep: Class 32 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152604.000000 Penalty: 69384.421875
Iteration 166Q: 33 clusters Score -3.41526e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 25732 members 
Mstep: Class 3 contains 93669 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 7599 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 7723 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17831 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 40557 members 
Mstep: Class 15 contains 107256 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 39502 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43591 members 
Mstep: Class 21 contains 2104 members 
Mstep: Class 22 contains 8589 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3223 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139503 members 
Mstep: Class 32 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152580.000000 Penalty: 69384.421875
Iteration 167Q: 33 clusters Score -3.415258e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 25735 members 
Mstep: Class 3 contains 93631 members 
Mstep: Class 4 contains 1801 members 
Mstep: Class 5 contains 7595 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 4770 members 
Mstep: Class 10 contains 7722 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17827 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 40560 members 
Mstep: Class 15 contains 107242 members 
Mstep: Class 16 contains 2941 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 39503 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43606 members 
Mstep: Class 21 contains 2106 members 
Mstep: Class 22 contains 8610 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3223 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139508 members 
Mstep: Class 32 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152580.000000 Penalty: 69384.421875
Iteration 168Q: 33 clusters Score -3.415258e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 25735 members 
Mstep: Class 3 contains 93597 members 
Mstep: Class 4 contains 1801 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 12389 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4777 members 
Mstep: Class 10 contains 7724 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17824 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 40563 members 
Mstep: Class 15 contains 107230 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 39507 members 
Mstep: Class 19 contains 5587 members 
Mstep: Class 20 contains 43614 members 
Mstep: Class 21 contains 2106 members 
Mstep: Class 22 contains 8631 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3223 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 3035 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139509 members 
Mstep: Class 32 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152528.000000 Penalty: 69384.421875
Iteration 169Q: 33 clusters Score -3.415253e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 25731 members 
Mstep: Class 3 contains 93550 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 12388 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4780 members 
Mstep: Class 10 contains 7725 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17821 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40572 members 
Mstep: Class 15 contains 107223 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7702 members 
Mstep: Class 18 contains 39512 members 
Mstep: Class 19 contains 5587 members 
Mstep: Class 20 contains 43634 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 2961 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3223 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 3035 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 139507 members 
Mstep: Class 32 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152476.000000 Penalty: 69384.421875
Iteration 170Q: 33 clusters Score -3.415248e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 25735 members 
Mstep: Class 3 contains 93500 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 12389 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4782 members 
Mstep: Class 10 contains 7727 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17819 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 40577 members 
Mstep: Class 15 contains 107214 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7702 members 
Mstep: Class 18 contains 39509 members 
Mstep: Class 19 contains 5586 members 
Mstep: Class 20 contains 43666 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 8681 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3223 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 3035 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139504 members 
Mstep: Class 32 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152472.000000 Penalty: 69384.421875
Iteration 171Q: 33 clusters Score -3.415247e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 25736 members 
Mstep: Class 3 contains 93457 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 12388 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 7729 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17817 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40587 members 
Mstep: Class 15 contains 107204 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7701 members 
Mstep: Class 18 contains 39508 members 
Mstep: Class 19 contains 5587 members 
Mstep: Class 20 contains 43691 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 2966 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3223 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 3035 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139504 members 
Mstep: Class 32 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152436.000000 Penalty: 69384.421875
Iteration 172Q: 33 clusters Score -3.415244e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 25739 members 
Mstep: Class 3 contains 93418 members 
Mstep: Class 4 contains 1805 members 
Mstep: Class 5 contains 7560 members 
Mstep: Class 6 contains 12389 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 7730 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17817 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40594 members 
Mstep: Class 15 contains 107194 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7704 members 
Mstep: Class 18 contains 39511 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 43693 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 8723 members 
Mstep: Class 23 contains 2968 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3223 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 3035 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139505 members 
Mstep: Class 32 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152500.000000 Penalty: 69384.421875
Iteration 173Q: 33 clusters Score -3.41525e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 25741 members 
Mstep: Class 3 contains 93381 members 
Mstep: Class 4 contains 1805 members 
Mstep: Class 5 contains 7556 members 
Mstep: Class 6 contains 12389 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4792 members 
Mstep: Class 10 contains 7731 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40596 members 
Mstep: Class 15 contains 107180 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7705 members 
Mstep: Class 18 contains 39517 members 
Mstep: Class 19 contains 5589 members 
Mstep: Class 20 contains 43709 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 8736 members 
Mstep: Class 23 contains 2968 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3223 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 3035 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139509 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152500.000000 Penalty: 69384.421875
Iteration 174Q: 33 clusters Score -3.41525e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 25746 members 
Mstep: Class 3 contains 93346 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7556 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4792 members 
Mstep: Class 10 contains 7733 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 40600 members 
Mstep: Class 15 contains 107172 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7705 members 
Mstep: Class 18 contains 39522 members 
Mstep: Class 19 contains 5589 members 
Mstep: Class 20 contains 43730 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 8743 members 
Mstep: Class 23 contains 2968 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3223 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139512 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152548.000000 Penalty: 69384.421875
Iteration 175Q: 33 clusters Score -3.415255e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 93315 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7555 members 
Mstep: Class 6 contains 12390 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40606 members 
Mstep: Class 15 contains 107161 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7705 members 
Mstep: Class 18 contains 39524 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 43742 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3224 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139514 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152544.000000 Penalty: 69384.421875
Iteration 176Q: 33 clusters Score -3.415254e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 25756 members 
Mstep: Class 3 contains 93289 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7553 members 
Mstep: Class 6 contains 12388 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4793 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 10714 members 
Mstep: Class 14 contains 40608 members 
Mstep: Class 15 contains 107149 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7705 members 
Mstep: Class 18 contains 39525 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 43763 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 3225 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139521 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152592.000000 Penalty: 69384.421875
Iteration 177Q: 33 clusters Score -3.415259e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 25755 members 
Mstep: Class 3 contains 93259 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7551 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4793 members 
Mstep: Class 10 contains 7735 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 10712 members 
Mstep: Class 14 contains 40610 members 
Mstep: Class 15 contains 107141 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7711 members 
Mstep: Class 18 contains 39526 members 
Mstep: Class 19 contains 5587 members 
Mstep: Class 20 contains 43777 members 
Mstep: Class 21 contains 2111 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3226 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139524 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152608.000000 Penalty: 69384.421875
Iteration 178Q: 33 clusters Score -3.415261e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93232 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 12390 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 7738 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40613 members 
Mstep: Class 15 contains 107133 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7718 members 
Mstep: Class 18 contains 39526 members 
Mstep: Class 19 contains 5586 members 
Mstep: Class 20 contains 43791 members 
Mstep: Class 21 contains 2114 members 
Mstep: Class 22 contains 8785 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139524 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152564.000000 Penalty: 69384.421875
Iteration 179Q: 33 clusters Score -3.415256e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 25748 members 
Mstep: Class 3 contains 93213 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7538 members 
Mstep: Class 6 contains 12386 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4790 members 
Mstep: Class 10 contains 7738 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17812 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40616 members 
Mstep: Class 15 contains 107129 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 39531 members 
Mstep: Class 19 contains 5587 members 
Mstep: Class 20 contains 43804 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 8788 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139522 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152540.000000 Penalty: 69384.421875
Iteration 180F: 33 clusters Score -3.415254e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 25748 members 
Mstep: Class 3 contains 93196 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7536 members 
Mstep: Class 6 contains 12389 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 4790 members 
Mstep: Class 10 contains 7738 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17812 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 40619 members 
Mstep: Class 15 contains 107126 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 18 contains 39531 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 43815 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 8793 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139517 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152544.000000 Penalty: 69384.421875
Iteration 181Q: 33 clusters Score -3.415254e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 25747 members 
Mstep: Class 3 contains 93177 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7533 members 
Mstep: Class 6 contains 12389 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 7738 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17809 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40623 members 
Mstep: Class 15 contains 107122 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7731 members 
Mstep: Class 18 contains 39533 members 
Mstep: Class 19 contains 5590 members 
Mstep: Class 20 contains 43830 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 8799 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139515 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152596.000000 Penalty: 69384.421875
Iteration 182Q: 33 clusters Score -3.41526e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 25746 members 
Mstep: Class 3 contains 93155 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 12390 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4789 members 
Mstep: Class 10 contains 7738 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17806 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40626 members 
Mstep: Class 15 contains 107121 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5590 members 
Mstep: Class 20 contains 43847 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 8804 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139515 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152576.000000 Penalty: 69384.421875
Iteration 183Q: 33 clusters Score -3.415258e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 25746 members 
Mstep: Class 3 contains 93141 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7532 members 
Mstep: Class 6 contains 12391 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4789 members 
Mstep: Class 10 contains 7739 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17806 members 
Mstep: Class 13 contains 10722 members 
Mstep: Class 14 contains 40631 members 
Mstep: Class 15 contains 107118 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5590 members 
Mstep: Class 20 contains 43858 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 8804 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139513 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152576.000000 Penalty: 69384.421875
Iteration 184Q: 33 clusters Score -3.415258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 93127 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7529 members 
Mstep: Class 6 contains 12390 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4789 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10724 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 15 contains 107116 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7728 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43864 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 8805 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139512 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152560.000000 Penalty: 69384.421875
Iteration 185Q: 33 clusters Score -3.415256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 93119 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4789 members 
Mstep: Class 10 contains 7742 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10724 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 15 contains 107115 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7727 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43871 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 8810 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3019 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139515 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152576.000000 Penalty: 69384.421875
Iteration 186Q: 33 clusters Score -3.415258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 93112 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 12385 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4792 members 
Mstep: Class 10 contains 7744 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10724 members 
Mstep: Class 14 contains 40638 members 
Mstep: Class 15 contains 107110 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43878 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 8813 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3020 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139516 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152576.000000 Penalty: 69384.421875
Iteration 187Q: 33 clusters Score -3.415258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 25752 members 
Mstep: Class 3 contains 93102 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7521 members 
Mstep: Class 6 contains 12386 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4793 members 
Mstep: Class 10 contains 7744 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10724 members 
Mstep: Class 14 contains 40639 members 
Mstep: Class 15 contains 107103 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7728 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43886 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 8818 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3020 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139515 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152564.000000 Penalty: 69384.421875
Iteration 188Q: 33 clusters Score -3.415256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 25748 members 
Mstep: Class 3 contains 93093 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10723 members 
Mstep: Class 14 contains 40642 members 
Mstep: Class 15 contains 107099 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43897 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 8817 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3020 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139511 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152568.000000 Penalty: 69384.421875
Iteration 189Q: 33 clusters Score -3.415257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93087 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4793 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10722 members 
Mstep: Class 14 contains 40642 members 
Mstep: Class 15 contains 107094 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39538 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43905 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 22 contains 8816 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3229 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139509 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152548.000000 Penalty: 69384.421875
Iteration 190Q: 33 clusters Score -3.415255e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93076 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4793 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 40642 members 
Mstep: Class 15 contains 107091 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39539 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43914 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 22 contains 8818 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139511 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152528.000000 Penalty: 69384.421875
Iteration 191Q: 33 clusters Score -3.415253e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93061 members 
Mstep: Class 4 contains 1805 members 
Mstep: Class 5 contains 7519 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 10 contains 7747 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 40644 members 
Mstep: Class 15 contains 107086 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7731 members 
Mstep: Class 18 contains 39538 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43933 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 22 contains 8819 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139511 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152568.000000 Penalty: 69384.421875
Iteration 192Q: 33 clusters Score -3.415257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93048 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 7747 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 40644 members 
Mstep: Class 15 contains 107080 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39538 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43944 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 22 contains 8822 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139510 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152560.000000 Penalty: 69384.421875
Iteration 193Q: 33 clusters Score -3.415256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93037 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4796 members 
Mstep: Class 10 contains 7747 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 40645 members 
Mstep: Class 15 contains 107078 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39539 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43954 members 
Mstep: Class 21 contains 2117 members 
Mstep: Class 22 contains 8822 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 5674 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139511 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152548.000000 Penalty: 69384.421875
Iteration 194Q: 33 clusters Score -3.415255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 93027 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 7749 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 107074 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 39539 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43964 members 
Mstep: Class 21 contains 2118 members 
Mstep: Class 22 contains 8821 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139509 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152548.000000 Penalty: 69384.421875
Iteration 195Q: 33 clusters Score -3.415255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93025 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 12386 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 7750 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 40647 members 
Mstep: Class 15 contains 107072 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39538 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43968 members 
Mstep: Class 21 contains 2118 members 
Mstep: Class 22 contains 8821 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 3023 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139509 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152588.000000 Penalty: 69384.421875
Iteration 196Q: 33 clusters Score -3.415259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93023 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 12383 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 40647 members 
Mstep: Class 15 contains 107071 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39538 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43971 members 
Mstep: Class 21 contains 2117 members 
Mstep: Class 22 contains 8821 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 3023 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139509 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152588.000000 Penalty: 69384.421875
Iteration 197Q: 33 clusters Score -3.415259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93022 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 12382 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4805 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 40647 members 
Mstep: Class 15 contains 107070 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43970 members 
Mstep: Class 21 contains 2118 members 
Mstep: Class 22 contains 8822 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139511 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152568.000000 Penalty: 69384.421875
Iteration 198Q: 33 clusters Score -3.415257e+07 nChanged 23
Entering ConstructFrom: 
Score: -34152568.000000 Penalty: 69384.421875
Entering ConstructFrom: 
Trying to split cluster 1 (10654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Entering Unmasked Estep 
Score: -601119.062500 Penalty: 1506.974854
	Iteration 0F: 2 clusters Score -601119.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -593559.000000 Penalty: 3013.949707
	Iteration 0F: 3 clusters Score -593559 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -596154.750000 Penalty: 3013.949707
	Iteration 1F: 3 clusters Score -596154.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -596588.875000 Penalty: 3013.949707
	Iteration 2F: 3 clusters Score -596588.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -597042.687500 Penalty: 3013.949707
	Iteration 3F: 3 clusters Score -597042.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -597499.875000 Penalty: 3013.949707
	Iteration 4F: 3 clusters Score -597499.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -598028.062500 Penalty: 3013.949707
	Iteration 5F: 3 clusters Score -598028.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -598638.062500 Penalty: 3013.949707
	Iteration 6F: 3 clusters Score -598638.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -599169.937500 Penalty: 3013.949707
	Iteration 7F: 3 clusters Score -599169.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -599525.500000 Penalty: 3013.949707
	Iteration 8Q: 3 clusters Score -599525.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -599717.625000 Penalty: 3013.949707
	Iteration 9Q: 3 clusters Score -599717.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -599812.687500 Penalty: 3013.949707
	Iteration 10Q: 3 clusters Score -599812.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -599862.375000 Penalty: 3013.949707
	Iteration 11Q: 3 clusters Score -599862.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -599900.187500 Penalty: 3013.949707
	Iteration 12Q: 3 clusters Score -599900.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -599936.312500 Penalty: 3013.949707
	Iteration 13Q: 3 clusters Score -599936.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -599963.125000 Penalty: 3013.949707
	Iteration 14Q: 3 clusters Score -599963.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -599985.437500 Penalty: 3013.949707
	Iteration 15Q: 3 clusters Score -599985.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -600009.062500 Penalty: 3013.949707
	Iteration 16Q: 3 clusters Score -600009.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -600029.562500 Penalty: 3013.949707
	Iteration 17Q: 3 clusters Score -600029.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -600045.375000 Penalty: 3013.949707
	Iteration 18Q: 3 clusters Score -600045.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -600063.812500 Penalty: 3013.949707
	Iteration 19Q: 3 clusters Score -600063.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -600079.937500 Penalty: 3013.949707
	Iteration 20F: 3 clusters Score -600079.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -600093.562500 Penalty: 3013.949707
	Iteration 21Q: 3 clusters Score -600093.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -600101.687500 Penalty: 3013.949707
	Iteration 22Q: 3 clusters Score -600101.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -600111.312500 Penalty: 3013.949707
	Iteration 23Q: 3 clusters Score -600111.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -600123.500000 Penalty: 3013.949707
	Iteration 24Q: 3 clusters Score -600123.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -600136.500000 Penalty: 3013.949707
	Iteration 25Q: 3 clusters Score -600136.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -600149.875000 Penalty: 3013.949707
	Iteration 26Q: 3 clusters Score -600149.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -600160.250000 Penalty: 3013.949707
	Iteration 27Q: 3 clusters Score -600160.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -600170.375000 Penalty: 3013.949707
	Iteration 28Q: 3 clusters Score -600170.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -600178.437500 Penalty: 3013.949707
	Iteration 29Q: 3 clusters Score -600178.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -600190.125000 Penalty: 3013.949707
	Iteration 30Q: 3 clusters Score -600190.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -600197.625000 Penalty: 3013.949707
	Iteration 31Q: 3 clusters Score -600197.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -600205.125000 Penalty: 3013.949707
	Iteration 32Q: 3 clusters Score -600205.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -600210.187500 Penalty: 3013.949707
	Iteration 33Q: 3 clusters Score -600210.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -600213.500000 Penalty: 3013.949707
	Iteration 34Q: 3 clusters Score -600213.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -600218.250000 Penalty: 3013.949707
	Iteration 35Q: 3 clusters Score -600218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -600221.687500 Penalty: 3013.949707
	Iteration 36Q: 3 clusters Score -600221.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -600223.437500 Penalty: 3013.949707
	Iteration 37Q: 3 clusters Score -600223.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -600227.125000 Penalty: 3013.949707
	Iteration 38Q: 3 clusters Score -600227.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -600230.937500 Penalty: 3013.949707
	Iteration 39Q: 3 clusters Score -600230.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -600233.437500 Penalty: 3013.949707
	Iteration 40F: 3 clusters Score -600233.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -600234.687500 Penalty: 3013.949707
	Iteration 41Q: 3 clusters Score -600234.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -600238.125000 Penalty: 3013.949707
	Iteration 42Q: 3 clusters Score -600238.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -600240.187500 Penalty: 3013.949707
	Iteration 43Q: 3 clusters Score -600240.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -600243.000000 Penalty: 3013.949707
	Iteration 44Q: 3 clusters Score -600243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -600247.937500 Penalty: 3013.949707
	Iteration 45Q: 3 clusters Score -600247.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -600250.250000 Penalty: 3013.949707
	Iteration 46Q: 3 clusters Score -600250.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -600253.250000 Penalty: 3013.949707
	Iteration 47Q: 3 clusters Score -600253.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -600259.875000 Penalty: 3013.949707
	Iteration 48Q: 3 clusters Score -600259.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -600265.187500 Penalty: 3013.949707
	Iteration 49Q: 3 clusters Score -600265.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -600271.125000 Penalty: 3013.949707
	Iteration 50Q: 3 clusters Score -600271.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -600273.687500 Penalty: 3013.949707
	Iteration 51Q: 3 clusters Score -600273.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -600280.000000 Penalty: 3013.949707
	Iteration 52Q: 3 clusters Score -600280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -600281.875000 Penalty: 3013.949707
	Iteration 53Q: 3 clusters Score -600281.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -600284.500000 Penalty: 3013.949707
	Iteration 54Q: 3 clusters Score -600284.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -600285.687500 Penalty: 3013.949707
	Iteration 55Q: 3 clusters Score -600285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -600286.375000 Penalty: 3013.949707
	Iteration 56Q: 3 clusters Score -600286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -600286.750000 Penalty: 3013.949707
	Iteration 57Q: 3 clusters Score -600286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -600286.250000 Penalty: 3013.949707
	Iteration 58Q: 3 clusters Score -600286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -600286.250000 Penalty: 3013.949707
	Iteration 59Q: 3 clusters Score -600286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -600287.000000 Penalty: 3013.949707
	Iteration 60F: 3 clusters Score -600287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Entering Unmasked Estep 
Score: -1440866.375000 Penalty: 1650.374512
	Iteration 0F: 2 clusters Score -1440866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1423370.375000 Penalty: 3300.749023
	Iteration 0F: 3 clusters Score -1423370 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1430084.500000 Penalty: 3300.749023
	Iteration 1F: 3 clusters Score -1430084 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1430742.500000 Penalty: 3300.749023
	Iteration 2F: 3 clusters Score -1430742 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1431547.000000 Penalty: 3300.749023
	Iteration 3F: 3 clusters Score -1431547 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1432516.375000 Penalty: 3300.749023
	Iteration 4F: 3 clusters Score -1432516 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1433693.125000 Penalty: 3300.749023
	Iteration 5F: 3 clusters Score -1433693 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1434893.875000 Penalty: 3300.749023
	Iteration 6F: 3 clusters Score -1434894 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1436057.625000 Penalty: 3300.749023
	Iteration 7F: 3 clusters Score -1436058 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1436955.375000 Penalty: 3300.749023
	Iteration 8F: 3 clusters Score -1436955 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1437626.375000 Penalty: 3300.749023
	Iteration 9Q: 3 clusters Score -1437626 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1438121.250000 Penalty: 3300.749023
	Iteration 10Q: 3 clusters Score -1438121 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1438527.250000 Penalty: 3300.749023
	Iteration 11Q: 3 clusters Score -1438527 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1438791.500000 Penalty: 3300.749023
	Iteration 12Q: 3 clusters Score -1438792 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1439001.750000 Penalty: 3300.749023
	Iteration 13Q: 3 clusters Score -1439002 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1439143.750000 Penalty: 3300.749023
	Iteration 14Q: 3 clusters Score -1439144 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1439257.000000 Penalty: 3300.749023
	Iteration 15Q: 3 clusters Score -1439257 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1439350.875000 Penalty: 3300.749023
	Iteration 16Q: 3 clusters Score -1439351 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1439426.750000 Penalty: 3300.749023
	Iteration 17Q: 3 clusters Score -1439427 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1439480.125000 Penalty: 3300.749023
	Iteration 18Q: 3 clusters Score -1439480 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1439539.250000 Penalty: 3300.749023
	Iteration 19Q: 3 clusters Score -1439539 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1439577.750000 Penalty: 3300.749023
	Iteration 20F: 3 clusters Score -1439578 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1439608.750000 Penalty: 3300.749023
	Iteration 21Q: 3 clusters Score -1439609 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1439638.125000 Penalty: 3300.749023
	Iteration 22Q: 3 clusters Score -1439638 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1439669.500000 Penalty: 3300.749023
	Iteration 23Q: 3 clusters Score -1439670 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1439703.125000 Penalty: 3300.749023
	Iteration 24Q: 3 clusters Score -1439703 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1439725.125000 Penalty: 3300.749023
	Iteration 25Q: 3 clusters Score -1439725 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1439756.625000 Penalty: 3300.749023
	Iteration 26Q: 3 clusters Score -1439757 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1439783.750000 Penalty: 3300.749023
	Iteration 27Q: 3 clusters Score -1439784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1439809.625000 Penalty: 3300.749023
	Iteration 28Q: 3 clusters Score -1439810 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1439824.625000 Penalty: 3300.749023
	Iteration 29Q: 3 clusters Score -1439825 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1439836.875000 Penalty: 3300.749023
	Iteration 30Q: 3 clusters Score -1439837 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1439853.000000 Penalty: 3300.749023
	Iteration 31Q: 3 clusters Score -1439853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1439863.375000 Penalty: 3300.749023
	Iteration 32Q: 3 clusters Score -1439863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1439870.375000 Penalty: 3300.749023
	Iteration 33Q: 3 clusters Score -1439870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1439870.750000 Penalty: 3300.749023
	Iteration 34Q: 3 clusters Score -1439871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1439876.375000 Penalty: 3300.749023
	Iteration 35Q: 3 clusters Score -1439876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1439872.625000 Penalty: 3300.749023
	Iteration 36Q: 3 clusters Score -1439873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1439875.250000 Penalty: 3300.749023
	Iteration 37Q: 3 clusters Score -1439875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1439874.250000 Penalty: 3300.749023
	Iteration 38Q: 3 clusters Score -1439874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1439874.750000 Penalty: 3300.749023
	Iteration 39Q: 3 clusters Score -1439875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1439879.875000 Penalty: 3300.749023
	Iteration 40F: 3 clusters Score -1439880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1439881.875000 Penalty: 3300.749023
	Iteration 41Q: 3 clusters Score -1439882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1439887.625000 Penalty: 3300.749023
	Iteration 42Q: 3 clusters Score -1439888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1439889.625000 Penalty: 3300.749023
	Iteration 43Q: 3 clusters Score -1439890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1439894.750000 Penalty: 3300.749023
	Iteration 44Q: 3 clusters Score -1439895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1439896.250000 Penalty: 3300.749023
	Iteration 45Q: 3 clusters Score -1439896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1439904.125000 Penalty: 3300.749023
	Iteration 46Q: 3 clusters Score -1439904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1439915.500000 Penalty: 3300.749023
	Iteration 47Q: 3 clusters Score -1439916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1439908.750000 Penalty: 3300.749023
	Iteration 48Q: 3 clusters Score -1439909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1439919.875000 Penalty: 3300.749023
	Iteration 49Q: 3 clusters Score -1439920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1439929.375000 Penalty: 3300.749023
	Iteration 50Q: 3 clusters Score -1439929 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1439935.500000 Penalty: 3300.749023
	Iteration 51Q: 3 clusters Score -1439936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1439942.250000 Penalty: 3300.749023
	Iteration 52Q: 3 clusters Score -1439942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1439949.375000 Penalty: 3300.749023
	Iteration 53Q: 3 clusters Score -1439949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1439954.375000 Penalty: 3300.749023
	Iteration 54Q: 3 clusters Score -1439954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1439967.750000 Penalty: 3300.749023
	Iteration 55Q: 3 clusters Score -1439968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1439966.000000 Penalty: 3300.749023
	Iteration 56Q: 3 clusters Score -1439966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1439975.875000 Penalty: 3300.749023
	Iteration 57Q: 3 clusters Score -1439976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1439988.625000 Penalty: 3300.749023
	Iteration 58Q: 3 clusters Score -1439989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1439990.875000 Penalty: 3300.749023
	Iteration 59Q: 3 clusters Score -1439991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1439993.375000 Penalty: 3300.749023
	Iteration 60F: 3 clusters Score -1439993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1440005.625000 Penalty: 3300.749023
	Iteration 61Q: 3 clusters Score -1440006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1440011.875000 Penalty: 3300.749023
	Iteration 62Q: 3 clusters Score -1440012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1440016.000000 Penalty: 3300.749023
	Iteration 63Q: 3 clusters Score -1440016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1440024.750000 Penalty: 3300.749023
	Iteration 64Q: 3 clusters Score -1440025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1440036.250000 Penalty: 3300.749023
	Iteration 65Q: 3 clusters Score -1440036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1440035.750000 Penalty: 3300.749023
	Iteration 66Q: 3 clusters Score -1440036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1440042.750000 Penalty: 3300.749023
	Iteration 67Q: 3 clusters Score -1440043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1440051.000000 Penalty: 3300.749023
	Iteration 68Q: 3 clusters Score -1440051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1440056.750000 Penalty: 3300.749023
	Iteration 69Q: 3 clusters Score -1440057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1440056.500000 Penalty: 3300.749023
	Iteration 70Q: 3 clusters Score -1440056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1440064.375000 Penalty: 3300.749023
	Iteration 71Q: 3 clusters Score -1440064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1440068.625000 Penalty: 3300.749023
	Iteration 72Q: 3 clusters Score -1440069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1440079.125000 Penalty: 3300.749023
	Iteration 73Q: 3 clusters Score -1440079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1440088.000000 Penalty: 3300.749023
	Iteration 74Q: 3 clusters Score -1440088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1440093.000000 Penalty: 3300.749023
	Iteration 75Q: 3 clusters Score -1440093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1440103.250000 Penalty: 3300.749023
	Iteration 76Q: 3 clusters Score -1440103 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1440109.125000 Penalty: 3300.749023
	Iteration 77Q: 3 clusters Score -1440109 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1440117.500000 Penalty: 3300.749023
	Iteration 78Q: 3 clusters Score -1440118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1440119.125000 Penalty: 3300.749023
	Iteration 79Q: 3 clusters Score -1440119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1440141.375000 Penalty: 3300.749023
	Iteration 80F: 3 clusters Score -1440141 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1440145.875000 Penalty: 3300.749023
	Iteration 81Q: 3 clusters Score -1440146 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1440155.625000 Penalty: 3300.749023
	Iteration 82Q: 3 clusters Score -1440156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1440166.250000 Penalty: 3300.749023
	Iteration 83Q: 3 clusters Score -1440166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1440178.375000 Penalty: 3300.749023
	Iteration 84Q: 3 clusters Score -1440178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1440181.250000 Penalty: 3300.749023
	Iteration 85Q: 3 clusters Score -1440181 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1440195.875000 Penalty: 3300.749023
	Iteration 86Q: 3 clusters Score -1440196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1440199.125000 Penalty: 3300.749023
	Iteration 87Q: 3 clusters Score -1440199 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1440215.875000 Penalty: 3300.749023
	Iteration 88Q: 3 clusters Score -1440216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1440227.000000 Penalty: 3300.749023
	Iteration 89Q: 3 clusters Score -1440227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1440237.000000 Penalty: 3300.749023
	Iteration 90Q: 3 clusters Score -1440237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1440250.875000 Penalty: 3300.749023
	Iteration 91Q: 3 clusters Score -1440251 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1440270.625000 Penalty: 3300.749023
	Iteration 92Q: 3 clusters Score -1440271 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1440291.250000 Penalty: 3300.749023
	Iteration 93Q: 3 clusters Score -1440291 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1440315.500000 Penalty: 3300.749023
	Iteration 94Q: 3 clusters Score -1440316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1440339.875000 Penalty: 3300.749023
	Iteration 95Q: 3 clusters Score -1440340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1440372.625000 Penalty: 3300.749023
	Iteration 96Q: 3 clusters Score -1440373 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1440409.250000 Penalty: 3300.749023
	Iteration 97Q: 3 clusters Score -1440409 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1440445.500000 Penalty: 3300.749023
	Iteration 98Q: 3 clusters Score -1440446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1440482.375000 Penalty: 3300.749023
	Iteration 99Q: 3 clusters Score -1440482 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1440527.375000 Penalty: 3300.749023
	Iteration 100F: 3 clusters Score -1440527 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1440568.750000 Penalty: 3300.749023
	Iteration 101Q: 3 clusters Score -1440569 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1440617.250000 Penalty: 3300.749023
	Iteration 102Q: 3 clusters Score -1440617 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1440657.000000 Penalty: 3300.749023
	Iteration 103Q: 3 clusters Score -1440657 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1440684.750000 Penalty: 3300.749023
	Iteration 104Q: 3 clusters Score -1440685 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1440707.250000 Penalty: 3300.749023
	Iteration 105Q: 3 clusters Score -1440707 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1440737.625000 Penalty: 3300.749023
	Iteration 106Q: 3 clusters Score -1440738 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1440761.750000 Penalty: 3300.749023
	Iteration 107Q: 3 clusters Score -1440762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1440776.875000 Penalty: 3300.749023
	Iteration 108Q: 3 clusters Score -1440777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1440795.250000 Penalty: 3300.749023
	Iteration 109Q: 3 clusters Score -1440795 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1440808.875000 Penalty: 3300.749023
	Iteration 110Q: 3 clusters Score -1440809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1440817.250000 Penalty: 3300.749023
	Iteration 111Q: 3 clusters Score -1440817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1440828.000000 Penalty: 3300.749023
	Iteration 112Q: 3 clusters Score -1440828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1440837.000000 Penalty: 3300.749023
	Iteration 113Q: 3 clusters Score -1440837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1440843.125000 Penalty: 3300.749023
	Iteration 114Q: 3 clusters Score -1440843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1440856.500000 Penalty: 3300.749023
	Iteration 115Q: 3 clusters Score -1440856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1440862.750000 Penalty: 3300.749023
	Iteration 116Q: 3 clusters Score -1440863 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1440872.000000 Penalty: 3300.749023
	Iteration 117Q: 3 clusters Score -1440872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1440879.375000 Penalty: 3300.749023
	Iteration 118Q: 3 clusters Score -1440879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1440885.000000 Penalty: 3300.749023
	Iteration 119Q: 3 clusters Score -1440885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1440896.625000 Penalty: 3300.749023
	Iteration 120F: 3 clusters Score -1440897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1440908.625000 Penalty: 3300.749023
	Iteration 121Q: 3 clusters Score -1440909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1440919.875000 Penalty: 3300.749023
	Iteration 122Q: 3 clusters Score -1440920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1440927.250000 Penalty: 3300.749023
	Iteration 123Q: 3 clusters Score -1440927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1440943.250000 Penalty: 3300.749023
	Iteration 124Q: 3 clusters Score -1440943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1440943.250000 Penalty: 3300.749023
	Iteration 125Q: 3 clusters Score -1440943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1440949.375000 Penalty: 3300.749023
	Iteration 126Q: 3 clusters Score -1440949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1440950.375000 Penalty: 3300.749023
	Iteration 127Q: 3 clusters Score -1440950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1440955.000000 Penalty: 3300.749023
	Iteration 128Q: 3 clusters Score -1440955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1440958.625000 Penalty: 3300.749023
	Iteration 129Q: 3 clusters Score -1440959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1440965.250000 Penalty: 3300.749023
	Iteration 130Q: 3 clusters Score -1440965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1440973.750000 Penalty: 3300.749023
	Iteration 131Q: 3 clusters Score -1440974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1440975.000000 Penalty: 3300.749023
	Iteration 132Q: 3 clusters Score -1440975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1440989.500000 Penalty: 3300.749023
	Iteration 133Q: 3 clusters Score -1440990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1440992.375000 Penalty: 3300.749023
	Iteration 134Q: 3 clusters Score -1440992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1440997.000000 Penalty: 3300.749023
	Iteration 135Q: 3 clusters Score -1440997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1441002.250000 Penalty: 3300.749023
	Iteration 136Q: 3 clusters Score -1441002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1441010.625000 Penalty: 3300.749023
	Iteration 137Q: 3 clusters Score -1441011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1441019.125000 Penalty: 3300.749023
	Iteration 138Q: 3 clusters Score -1441019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1441023.500000 Penalty: 3300.749023
	Iteration 139Q: 3 clusters Score -1441024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1441026.375000 Penalty: 3300.749023
	Iteration 140F: 3 clusters Score -1441026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1441030.625000 Penalty: 3300.749023
	Iteration 141Q: 3 clusters Score -1441031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1441038.750000 Penalty: 3300.749023
	Iteration 142Q: 3 clusters Score -1441039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1441044.250000 Penalty: 3300.749023
	Iteration 143Q: 3 clusters Score -1441044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1441048.000000 Penalty: 3300.749023
	Iteration 144Q: 3 clusters Score -1441048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1441050.500000 Penalty: 3300.749023
	Iteration 145Q: 3 clusters Score -1441050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1441053.500000 Penalty: 3300.749023
	Iteration 146Q: 3 clusters Score -1441054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1441049.500000 Penalty: 3300.749023
	Iteration 147Q: 3 clusters Score -1441050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1441049.750000 Penalty: 3300.749023
	Iteration 148Q: 3 clusters Score -1441050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1441055.125000 Penalty: 3300.749023
	Iteration 149Q: 3 clusters Score -1441055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1441058.500000 Penalty: 3300.749023
	Iteration 150Q: 3 clusters Score -1441058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1441065.000000 Penalty: 3300.749023
	Iteration 151Q: 3 clusters Score -1441065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1441069.750000 Penalty: 3300.749023
	Iteration 152Q: 3 clusters Score -1441070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1441071.500000 Penalty: 3300.749023
	Iteration 153Q: 3 clusters Score -1441072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1441079.875000 Penalty: 3300.749023
	Iteration 154Q: 3 clusters Score -1441080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1441075.875000 Penalty: 3300.749023
	Iteration 155Q: 3 clusters Score -1441076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1441076.375000 Penalty: 3300.749023
	Iteration 156Q: 3 clusters Score -1441076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1441076.250000 Penalty: 3300.749023
	Iteration 157Q: 3 clusters Score -1441076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1441083.000000 Penalty: 3300.749023
	Iteration 158Q: 3 clusters Score -1441083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1441085.125000 Penalty: 3300.749023
	Iteration 159Q: 3 clusters Score -1441085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1441084.125000 Penalty: 3300.749023
	Iteration 160F: 3 clusters Score -1441084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1441083.500000 Penalty: 3300.749023
	Iteration 161Q: 3 clusters Score -1441084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1441084.625000 Penalty: 3300.749023
	Iteration 162Q: 3 clusters Score -1441085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1441088.500000 Penalty: 3300.749023
	Iteration 163Q: 3 clusters Score -1441088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1441089.250000 Penalty: 3300.749023
	Iteration 164Q: 3 clusters Score -1441089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1441090.125000 Penalty: 3300.749023
	Iteration 165Q: 3 clusters Score -1441090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1441091.250000 Penalty: 3300.749023
	Iteration 166Q: 3 clusters Score -1441091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1441092.750000 Penalty: 3300.749023
	Iteration 167Q: 3 clusters Score -1441093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1441092.750000 Penalty: 3300.749023
	Iteration 168Q: 3 clusters Score -1441093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1441091.250000 Penalty: 3300.749023
	Iteration 169Q: 3 clusters Score -1441091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1441093.000000 Penalty: 3300.749023
	Iteration 170Q: 3 clusters Score -1441093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1441094.250000 Penalty: 3300.749023
	Iteration 171Q: 3 clusters Score -1441094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1441093.250000 Penalty: 3300.749023
	Iteration 172Q: 3 clusters Score -1441093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1441093.375000 Penalty: 3300.749023
	Iteration 173Q: 3 clusters Score -1441093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1441093.375000 Penalty: 3300.749023
	Iteration 174F: 3 clusters Score -1441093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 22332 members 
Mstep: Class 3 contains 93019 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 12379 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10720 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 107069 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39537 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43971 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 22 contains 8822 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 3025 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139514 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 3417 members 
Entering Unmasked Estep 
Score: -34152288.000000 Penalty: 71552.687500
Splitting cluster 2 changes total score from -34152568.000000 to -34152288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (93019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Entering Unmasked Estep 
Score: -5454699.500000 Penalty: 1859.090942
	Iteration 0F: 2 clusters Score -5454700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -5392353.000000 Penalty: 3718.181885
	Iteration 0F: 3 clusters Score -5392353 nChanged 44654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -5418336.000000 Penalty: 3718.181885
	Iteration 1F: 3 clusters Score -5418336 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -5419198.500000 Penalty: 3718.181885
	Iteration 2Q: 3 clusters Score -5419198 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -5420582.000000 Penalty: 3718.181885
	Iteration 3Q: 3 clusters Score -5420582 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -5422752.500000 Penalty: 3718.181885
	Iteration 4Q: 3 clusters Score -5422752 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5426450.500000 Penalty: 3718.181885
	Iteration 5F: 3 clusters Score -5426450 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -5432445.500000 Penalty: 3718.181885
	Iteration 6F: 3 clusters Score -5432446 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -5439852.500000 Penalty: 3718.181885
	Iteration 7F: 3 clusters Score -5439852 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -5446554.500000 Penalty: 3718.181885
	Iteration 8F: 3 clusters Score -5446554 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5450513.500000 Penalty: 3718.181885
	Iteration 9Q: 3 clusters Score -5450514 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91695 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5452067.500000 Penalty: 3718.181885
	Iteration 10Q: 3 clusters Score -5452068 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5452632.500000 Penalty: 3718.181885
	Iteration 11Q: 3 clusters Score -5452632 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92465 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5452874.000000 Penalty: 3718.181885
	Iteration 12Q: 3 clusters Score -5452874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92555 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5452990.500000 Penalty: 3718.181885
	Iteration 13Q: 3 clusters Score -5452990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5453047.000000 Penalty: 3718.181885
	Iteration 14Q: 3 clusters Score -5453047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92617 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5453090.500000 Penalty: 3718.181885
	Iteration 15Q: 3 clusters Score -5453090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5453104.000000 Penalty: 3718.181885
	Iteration 16Q: 3 clusters Score -5453104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5453119.000000 Penalty: 3718.181885
	Iteration 17Q: 3 clusters Score -5453119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5453129.500000 Penalty: 3718.181885
	Iteration 18Q: 3 clusters Score -5453130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5453141.500000 Penalty: 3718.181885
	Iteration 19Q: 3 clusters Score -5453142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5453153.500000 Penalty: 3718.181885
	Iteration 20F: 3 clusters Score -5453154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5453156.000000 Penalty: 3718.181885
	Iteration 21Q: 3 clusters Score -5453156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5453158.500000 Penalty: 3718.181885
	Iteration 22Q: 3 clusters Score -5453158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5453160.000000 Penalty: 3718.181885
	Iteration 23Q: 3 clusters Score -5453160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5453157.000000 Penalty: 3718.181885
	Iteration 24Q: 3 clusters Score -5453157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5453161.500000 Penalty: 3718.181885
	Iteration 25Q: 3 clusters Score -5453162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5453161.500000 Penalty: 3718.181885
	Iteration 26F: 3 clusters Score -5453162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -95372.890625 Penalty: 1218.656372
	Iteration 0F: 2 clusters Score -95372.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -93420.562500 Penalty: 2437.312744
	Iteration 0F: 3 clusters Score -93420.56 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -93800.578125 Penalty: 2437.312744
	Iteration 1F: 3 clusters Score -93800.58 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -93903.492188 Penalty: 2437.312744
	Iteration 2F: 3 clusters Score -93903.49 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -93958.781250 Penalty: 2437.312744
	Iteration 3Q: 3 clusters Score -93958.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93996.960938 Penalty: 2437.312744
	Iteration 4Q: 3 clusters Score -93996.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -94037.906250 Penalty: 2437.312744
	Iteration 5Q: 3 clusters Score -94037.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -94060.476562 Penalty: 2437.312744
	Iteration 6Q: 3 clusters Score -94060.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -94073.250000 Penalty: 2437.312744
	Iteration 7Q: 3 clusters Score -94073.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -94085.164062 Penalty: 2437.312744
	Iteration 8Q: 3 clusters Score -94085.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -94097.234375 Penalty: 2437.312744
	Iteration 9Q: 3 clusters Score -94097.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -94103.632812 Penalty: 2437.312744
	Iteration 10Q: 3 clusters Score -94103.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -94111.414062 Penalty: 2437.312744
	Iteration 11Q: 3 clusters Score -94111.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -94122.335938 Penalty: 2437.312744
	Iteration 12Q: 3 clusters Score -94122.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -94135.804688 Penalty: 2437.312744
	Iteration 13Q: 3 clusters Score -94135.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -94147.687500 Penalty: 2437.312744
	Iteration 14Q: 3 clusters Score -94147.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -94164.117188 Penalty: 2437.312744
	Iteration 15Q: 3 clusters Score -94164.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -94180.187500 Penalty: 2437.312744
	Iteration 16Q: 3 clusters Score -94180.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -94190.437500 Penalty: 2437.312744
	Iteration 17Q: 3 clusters Score -94190.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -94197.757812 Penalty: 2437.312744
	Iteration 18Q: 3 clusters Score -94197.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -94205.820312 Penalty: 2437.312744
	Iteration 19Q: 3 clusters Score -94205.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -94211.367188 Penalty: 2437.312744
	Iteration 20F: 3 clusters Score -94211.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -94218.539062 Penalty: 2437.312744
	Iteration 21Q: 3 clusters Score -94218.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -94224.687500 Penalty: 2437.312744
	Iteration 22Q: 3 clusters Score -94224.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -94233.125000 Penalty: 2437.312744
	Iteration 23Q: 3 clusters Score -94233.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -94243.093750 Penalty: 2437.312744
	Iteration 24Q: 3 clusters Score -94243.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -94252.500000 Penalty: 2437.312744
	Iteration 25Q: 3 clusters Score -94252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -94255.429688 Penalty: 2437.312744
	Iteration 26Q: 3 clusters Score -94255.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -94258.312500 Penalty: 2437.312744
	Iteration 27Q: 3 clusters Score -94258.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -94260.640625 Penalty: 2437.312744
	Iteration 28Q: 3 clusters Score -94260.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -94261.671875 Penalty: 2437.312744
	Iteration 29Q: 3 clusters Score -94261.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -94262.367188 Penalty: 2437.312744
	Iteration 30Q: 3 clusters Score -94262.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -94263.898438 Penalty: 2437.312744
	Iteration 31Q: 3 clusters Score -94263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -94264.320312 Penalty: 2437.312744
	Iteration 32Q: 3 clusters Score -94264.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -94264.320312 Penalty: 2437.312744
	Iteration 33F: 3 clusters Score -94264.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -412836.593750 Penalty: 1450.213379
	Iteration 0F: 2 clusters Score -412836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -407312.781250 Penalty: 2900.426758
	Iteration 0F: 3 clusters Score -407312.8 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -408902.750000 Penalty: 2900.426758
	Iteration 1F: 3 clusters Score -408902.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -409123.312500 Penalty: 2900.426758
	Iteration 2F: 3 clusters Score -409123.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -409316.125000 Penalty: 2900.426758
	Iteration 3F: 3 clusters Score -409316.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -409480.250000 Penalty: 2900.426758
	Iteration 4Q: 3 clusters Score -409480.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -409631.750000 Penalty: 2900.426758
	Iteration 5Q: 3 clusters Score -409631.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -409779.187500 Penalty: 2900.426758
	Iteration 6Q: 3 clusters Score -409779.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -409939.750000 Penalty: 2900.426758
	Iteration 7Q: 3 clusters Score -409939.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -410132.062500 Penalty: 2900.426758
	Iteration 8Q: 3 clusters Score -410132.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -410351.375000 Penalty: 2900.426758
	Iteration 9Q: 3 clusters Score -410351.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -410578.000000 Penalty: 2900.426758
	Iteration 10Q: 3 clusters Score -410578 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -410765.093750 Penalty: 2900.426758
	Iteration 11Q: 3 clusters Score -410765.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -410938.656250 Penalty: 2900.426758
	Iteration 12Q: 3 clusters Score -410938.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -411090.375000 Penalty: 2900.426758
	Iteration 13Q: 3 clusters Score -411090.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -411209.437500 Penalty: 2900.426758
	Iteration 14Q: 3 clusters Score -411209.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -411323.062500 Penalty: 2900.426758
	Iteration 15Q: 3 clusters Score -411323.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -411422.218750 Penalty: 2900.426758
	Iteration 16Q: 3 clusters Score -411422.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -411499.625000 Penalty: 2900.426758
	Iteration 17Q: 3 clusters Score -411499.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -411548.250000 Penalty: 2900.426758
	Iteration 18Q: 3 clusters Score -411548.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -411580.937500 Penalty: 2900.426758
	Iteration 19Q: 3 clusters Score -411580.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -411613.656250 Penalty: 2900.426758
	Iteration 20F: 3 clusters Score -411613.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -411638.187500 Penalty: 2900.426758
	Iteration 21Q: 3 clusters Score -411638.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -411654.625000 Penalty: 2900.426758
	Iteration 22Q: 3 clusters Score -411654.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -411667.125000 Penalty: 2900.426758
	Iteration 23Q: 3 clusters Score -411667.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -411672.656250 Penalty: 2900.426758
	Iteration 24Q: 3 clusters Score -411672.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -411679.843750 Penalty: 2900.426758
	Iteration 25Q: 3 clusters Score -411679.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -411687.656250 Penalty: 2900.426758
	Iteration 26Q: 3 clusters Score -411687.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -411699.593750 Penalty: 2900.426758
	Iteration 27Q: 3 clusters Score -411699.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -411706.093750 Penalty: 2900.426758
	Iteration 28Q: 3 clusters Score -411706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -411713.593750 Penalty: 2900.426758
	Iteration 29Q: 3 clusters Score -411713.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -411716.156250 Penalty: 2900.426758
	Iteration 30Q: 3 clusters Score -411716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -411718.312500 Penalty: 2900.426758
	Iteration 31Q: 3 clusters Score -411718.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -411719.406250 Penalty: 2900.426758
	Iteration 32Q: 3 clusters Score -411719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -411719.406250 Penalty: 2900.426758
	Iteration 33F: 3 clusters Score -411719.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Entering Unmasked Estep 
Score: -720515.562500 Penalty: 1531.360474
	Iteration 0F: 2 clusters Score -720515.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -711875.875000 Penalty: 3062.720947
	Iteration 0F: 3 clusters Score -711875.9 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -714684.000000 Penalty: 3062.720947
	Iteration 1F: 3 clusters Score -714684 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -714974.625000 Penalty: 3062.720947
	Iteration 2F: 3 clusters Score -714974.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -715218.937500 Penalty: 3062.720947
	Iteration 3Q: 3 clusters Score -715218.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -715454.125000 Penalty: 3062.720947
	Iteration 4Q: 3 clusters Score -715454.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -715697.312500 Penalty: 3062.720947
	Iteration 5Q: 3 clusters Score -715697.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -715948.812500 Penalty: 3062.720947
	Iteration 6Q: 3 clusters Score -715948.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -716220.687500 Penalty: 3062.720947
	Iteration 7Q: 3 clusters Score -716220.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -716521.125000 Penalty: 3062.720947
	Iteration 8Q: 3 clusters Score -716521.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -716800.437500 Penalty: 3062.720947
	Iteration 9Q: 3 clusters Score -716800.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -717105.250000 Penalty: 3062.720947
	Iteration 10Q: 3 clusters Score -717105.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -717495.250000 Penalty: 3062.720947
	Iteration 11Q: 3 clusters Score -717495.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -717841.312500 Penalty: 3062.720947
	Iteration 12Q: 3 clusters Score -717841.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -718124.562500 Penalty: 3062.720947
	Iteration 13Q: 3 clusters Score -718124.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -718364.375000 Penalty: 3062.720947
	Iteration 14Q: 3 clusters Score -718364.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -718553.000000 Penalty: 3062.720947
	Iteration 15Q: 3 clusters Score -718553 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -718692.250000 Penalty: 3062.720947
	Iteration 16Q: 3 clusters Score -718692.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -718794.250000 Penalty: 3062.720947
	Iteration 17Q: 3 clusters Score -718794.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -718857.250000 Penalty: 3062.720947
	Iteration 18Q: 3 clusters Score -718857.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -718917.500000 Penalty: 3062.720947
	Iteration 19Q: 3 clusters Score -718917.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -718957.187500 Penalty: 3062.720947
	Iteration 20F: 3 clusters Score -718957.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -718993.187500 Penalty: 3062.720947
	Iteration 21Q: 3 clusters Score -718993.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -719022.687500 Penalty: 3062.720947
	Iteration 22Q: 3 clusters Score -719022.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -719049.750000 Penalty: 3062.720947
	Iteration 23Q: 3 clusters Score -719049.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -719069.500000 Penalty: 3062.720947
	Iteration 24Q: 3 clusters Score -719069.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -719091.562500 Penalty: 3062.720947
	Iteration 25Q: 3 clusters Score -719091.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -719115.437500 Penalty: 3062.720947
	Iteration 26Q: 3 clusters Score -719115.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -719130.250000 Penalty: 3062.720947
	Iteration 27Q: 3 clusters Score -719130.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -719144.375000 Penalty: 3062.720947
	Iteration 28Q: 3 clusters Score -719144.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -719152.875000 Penalty: 3062.720947
	Iteration 29Q: 3 clusters Score -719152.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -719164.875000 Penalty: 3062.720947
	Iteration 30Q: 3 clusters Score -719164.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -719172.437500 Penalty: 3062.720947
	Iteration 31Q: 3 clusters Score -719172.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -719178.750000 Penalty: 3062.720947
	Iteration 32Q: 3 clusters Score -719178.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -719185.000000 Penalty: 3062.720947
	Iteration 33Q: 3 clusters Score -719185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -719188.375000 Penalty: 3062.720947
	Iteration 34Q: 3 clusters Score -719188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -719189.062500 Penalty: 3062.720947
	Iteration 35Q: 3 clusters Score -719189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -719189.312500 Penalty: 3062.720947
	Iteration 36Q: 3 clusters Score -719189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -719190.062500 Penalty: 3062.720947
	Iteration 37Q: 3 clusters Score -719190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -719190.062500 Penalty: 3062.720947
	Iteration 38F: 3 clusters Score -719190.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -146016.109375 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -146016.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -143632.437500 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -143632.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -144177.546875 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -144177.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -144298.765625 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -144298.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -144354.468750 Penalty: 2542.164307
	Iteration 3Q: 3 clusters Score -144354.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -144391.656250 Penalty: 2542.164307
	Iteration 4Q: 3 clusters Score -144391.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -144428.328125 Penalty: 2542.164307
	Iteration 5Q: 3 clusters Score -144428.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -144453.062500 Penalty: 2542.164307
	Iteration 6Q: 3 clusters Score -144453.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -144473.796875 Penalty: 2542.164307
	Iteration 7Q: 3 clusters Score -144473.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -144488.578125 Penalty: 2542.164307
	Iteration 8Q: 3 clusters Score -144488.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -144503.859375 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -144503.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -144517.218750 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -144517.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -144529.375000 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -144529.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -144540.734375 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -144540.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -144550.265625 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -144550.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -144559.125000 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -144559.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144566.828125 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -144566.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144574.765625 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -144574.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -144585.296875 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -144585.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -144594.015625 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -144594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -144602.796875 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -144602.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -144610.328125 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -144610.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -144616.453125 Penalty: 2542.164307
	Iteration 21Q: 3 clusters Score -144616.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -144626.125000 Penalty: 2542.164307
	Iteration 22Q: 3 clusters Score -144626.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -144639.390625 Penalty: 2542.164307
	Iteration 23Q: 3 clusters Score -144639.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -144657.140625 Penalty: 2542.164307
	Iteration 24Q: 3 clusters Score -144657.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144674.765625 Penalty: 2542.164307
	Iteration 25Q: 3 clusters Score -144674.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -144701.796875 Penalty: 2542.164307
	Iteration 26Q: 3 clusters Score -144701.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144734.734375 Penalty: 2542.164307
	Iteration 27Q: 3 clusters Score -144734.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -144765.687500 Penalty: 2542.164307
	Iteration 28Q: 3 clusters Score -144765.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -144798.843750 Penalty: 2542.164307
	Iteration 29Q: 3 clusters Score -144798.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144823.031250 Penalty: 2542.164307
	Iteration 30Q: 3 clusters Score -144823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -144848.515625 Penalty: 2542.164307
	Iteration 31Q: 3 clusters Score -144848.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -144865.812500 Penalty: 2542.164307
	Iteration 32Q: 3 clusters Score -144865.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144876.343750 Penalty: 2542.164307
	Iteration 33Q: 3 clusters Score -144876.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -144883.687500 Penalty: 2542.164307
	Iteration 34Q: 3 clusters Score -144883.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144894.015625 Penalty: 2542.164307
	Iteration 35Q: 3 clusters Score -144894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144902.375000 Penalty: 2542.164307
	Iteration 36Q: 3 clusters Score -144902.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144908.750000 Penalty: 2542.164307
	Iteration 37Q: 3 clusters Score -144908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144913.984375 Penalty: 2542.164307
	Iteration 38Q: 3 clusters Score -144914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144918.062500 Penalty: 2542.164307
	Iteration 39Q: 3 clusters Score -144918.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -144922.828125 Penalty: 2542.164307
	Iteration 40F: 3 clusters Score -144922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -144927.015625 Penalty: 2542.164307
	Iteration 41Q: 3 clusters Score -144927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -144930.984375 Penalty: 2542.164307
	Iteration 42Q: 3 clusters Score -144931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144934.140625 Penalty: 2542.164307
	Iteration 43Q: 3 clusters Score -144934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144934.296875 Penalty: 2542.164307
	Iteration 44Q: 3 clusters Score -144934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144934.296875 Penalty: 2542.164307
	Iteration 45F: 3 clusters Score -144934.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -148348.015625 Penalty: 1284.873779
	Iteration 0F: 2 clusters Score -148348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -145809.984375 Penalty: 2569.747559
	Iteration 0F: 3 clusters Score -145810 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -146546.406250 Penalty: 2569.747559
	Iteration 1F: 3 clusters Score -146546.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -146785.578125 Penalty: 2569.747559
	Iteration 2F: 3 clusters Score -146785.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -146962.578125 Penalty: 2569.747559
	Iteration 3F: 3 clusters Score -146962.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -147164.203125 Penalty: 2569.747559
	Iteration 4F: 3 clusters Score -147164.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -147412.515625 Penalty: 2569.747559
	Iteration 5F: 3 clusters Score -147412.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -147592.015625 Penalty: 2569.747559
	Iteration 6F: 3 clusters Score -147592 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -147679.390625 Penalty: 2569.747559
	Iteration 7Q: 3 clusters Score -147679.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -147748.484375 Penalty: 2569.747559
	Iteration 8Q: 3 clusters Score -147748.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -147787.078125 Penalty: 2569.747559
	Iteration 9Q: 3 clusters Score -147787.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -147818.468750 Penalty: 2569.747559
	Iteration 10Q: 3 clusters Score -147818.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147839.562500 Penalty: 2569.747559
	Iteration 11Q: 3 clusters Score -147839.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -147860.578125 Penalty: 2569.747559
	Iteration 12Q: 3 clusters Score -147860.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -147881.453125 Penalty: 2569.747559
	Iteration 13Q: 3 clusters Score -147881.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -147905.609375 Penalty: 2569.747559
	Iteration 14Q: 3 clusters Score -147905.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -147940.109375 Penalty: 2569.747559
	Iteration 15Q: 3 clusters Score -147940.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -147976.000000 Penalty: 2569.747559
	Iteration 16Q: 3 clusters Score -147976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -148005.562500 Penalty: 2569.747559
	Iteration 17Q: 3 clusters Score -148005.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -148028.359375 Penalty: 2569.747559
	Iteration 18Q: 3 clusters Score -148028.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -148048.093750 Penalty: 2569.747559
	Iteration 19Q: 3 clusters Score -148048.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -148065.968750 Penalty: 2569.747559
	Iteration 20F: 3 clusters Score -148066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -148078.796875 Penalty: 2569.747559
	Iteration 21Q: 3 clusters Score -148078.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -148092.078125 Penalty: 2569.747559
	Iteration 22Q: 3 clusters Score -148092.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -148105.812500 Penalty: 2569.747559
	Iteration 23Q: 3 clusters Score -148105.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -148118.812500 Penalty: 2569.747559
	Iteration 24Q: 3 clusters Score -148118.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -148126.796875 Penalty: 2569.747559
	Iteration 25Q: 3 clusters Score -148126.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -148134.859375 Penalty: 2569.747559
	Iteration 26Q: 3 clusters Score -148134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -148138.203125 Penalty: 2569.747559
	Iteration 27Q: 3 clusters Score -148138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -148141.046875 Penalty: 2569.747559
	Iteration 28Q: 3 clusters Score -148141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -148143.703125 Penalty: 2569.747559
	Iteration 29Q: 3 clusters Score -148143.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -148144.890625 Penalty: 2569.747559
	Iteration 30Q: 3 clusters Score -148144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -148145.656250 Penalty: 2569.747559
	Iteration 31Q: 3 clusters Score -148145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -148145.890625 Penalty: 2569.747559
	Iteration 32Q: 3 clusters Score -148145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -148145.890625 Penalty: 2569.747559
	Iteration 33F: 3 clusters Score -148145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -254425.828125 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -254425.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -250557.187500 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -250557.2 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -251672.546875 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -251672.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -251827.046875 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -251827 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -251908.656250 Penalty: 2755.294189
	Iteration 3Q: 3 clusters Score -251908.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -251957.031250 Penalty: 2755.294189
	Iteration 4Q: 3 clusters Score -251957 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -251998.343750 Penalty: 2755.294189
	Iteration 5Q: 3 clusters Score -251998.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -252042.078125 Penalty: 2755.294189
	Iteration 6Q: 3 clusters Score -252042.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -252070.640625 Penalty: 2755.294189
	Iteration 7Q: 3 clusters Score -252070.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -252095.093750 Penalty: 2755.294189
	Iteration 8Q: 3 clusters Score -252095.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -252118.328125 Penalty: 2755.294189
	Iteration 9Q: 3 clusters Score -252118.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -252143.796875 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -252143.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -252168.296875 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -252168.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -252191.750000 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -252191.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -252216.953125 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -252217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -252237.953125 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -252238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -252256.875000 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -252256.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -252280.703125 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -252280.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -252312.609375 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -252312.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -252348.640625 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -252348.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -252384.750000 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -252384.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -252419.312500 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -252419.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -252477.687500 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -252477.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -252548.265625 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -252548.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -252618.109375 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -252618.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -252704.812500 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -252704.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -252796.890625 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -252796.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -252875.296875 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -252875.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -252966.812500 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -252966.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -253049.781250 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -253049.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -253113.109375 Penalty: 2755.294189
	Iteration 29Q: 3 clusters Score -253113.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -253157.218750 Penalty: 2755.294189
	Iteration 30Q: 3 clusters Score -253157.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -253188.625000 Penalty: 2755.294189
	Iteration 31Q: 3 clusters Score -253188.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -253209.500000 Penalty: 2755.294189
	Iteration 32Q: 3 clusters Score -253209.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -253223.921875 Penalty: 2755.294189
	Iteration 33Q: 3 clusters Score -253223.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -253234.531250 Penalty: 2755.294189
	Iteration 34Q: 3 clusters Score -253234.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -253241.781250 Penalty: 2755.294189
	Iteration 35Q: 3 clusters Score -253241.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -253248.453125 Penalty: 2755.294189
	Iteration 36Q: 3 clusters Score -253248.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -253252.578125 Penalty: 2755.294189
	Iteration 37Q: 3 clusters Score -253252.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -253255.203125 Penalty: 2755.294189
	Iteration 38Q: 3 clusters Score -253255.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -253258.156250 Penalty: 2755.294189
	Iteration 39Q: 3 clusters Score -253258.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -253260.765625 Penalty: 2755.294189
	Iteration 40F: 3 clusters Score -253260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -253262.203125 Penalty: 2755.294189
	Iteration 41Q: 3 clusters Score -253262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -253262.515625 Penalty: 2755.294189
	Iteration 42Q: 3 clusters Score -253262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -253262.937500 Penalty: 2755.294189
	Iteration 43Q: 3 clusters Score -253262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -253262.828125 Penalty: 2755.294189
	Iteration 44Q: 3 clusters Score -253262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -253262.828125 Penalty: 2755.294189
	Iteration 45F: 3 clusters Score -253262.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -422173.187500 Penalty: 1455.281250
	Iteration 0F: 2 clusters Score -422173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -416398.218750 Penalty: 2910.562500
	Iteration 0F: 3 clusters Score -416398.2 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -418169.187500 Penalty: 2910.562500
	Iteration 1F: 3 clusters Score -418169.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -418424.031250 Penalty: 2910.562500
	Iteration 2F: 3 clusters Score -418424 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -418674.937500 Penalty: 2910.562500
	Iteration 3F: 3 clusters Score -418674.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -418944.687500 Penalty: 2910.562500
	Iteration 4F: 3 clusters Score -418944.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -419284.187500 Penalty: 2910.562500
	Iteration 5F: 3 clusters Score -419284.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -419710.656250 Penalty: 2910.562500
	Iteration 6F: 3 clusters Score -419710.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -420263.656250 Penalty: 2910.562500
	Iteration 7F: 3 clusters Score -420263.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -420863.125000 Penalty: 2910.562500
	Iteration 8F: 3 clusters Score -420863.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -421307.656250 Penalty: 2910.562500
	Iteration 9F: 3 clusters Score -421307.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -421640.281250 Penalty: 2910.562500
	Iteration 10Q: 3 clusters Score -421640.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -421883.625000 Penalty: 2910.562500
	Iteration 11Q: 3 clusters Score -421883.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -422081.250000 Penalty: 2910.562500
	Iteration 12Q: 3 clusters Score -422081.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -422208.750000 Penalty: 2910.562500
	Iteration 13Q: 3 clusters Score -422208.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -422313.781250 Penalty: 2910.562500
	Iteration 14Q: 3 clusters Score -422313.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -422408.281250 Penalty: 2910.562500
	Iteration 15Q: 3 clusters Score -422408.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -422469.093750 Penalty: 2910.562500
	Iteration 16Q: 3 clusters Score -422469.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -422513.812500 Penalty: 2910.562500
	Iteration 17Q: 3 clusters Score -422513.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -422542.968750 Penalty: 2910.562500
	Iteration 18Q: 3 clusters Score -422543 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -422558.406250 Penalty: 2910.562500
	Iteration 19Q: 3 clusters Score -422558.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -422568.937500 Penalty: 2910.562500
	Iteration 20F: 3 clusters Score -422568.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -422575.875000 Penalty: 2910.562500
	Iteration 21Q: 3 clusters Score -422575.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -422581.343750 Penalty: 2910.562500
	Iteration 22Q: 3 clusters Score -422581.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -422586.812500 Penalty: 2910.562500
	Iteration 23Q: 3 clusters Score -422586.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -422588.687500 Penalty: 2910.562500
	Iteration 24Q: 3 clusters Score -422588.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -422589.468750 Penalty: 2910.562500
	Iteration 25Q: 3 clusters Score -422589.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -422592.250000 Penalty: 2910.562500
	Iteration 26Q: 3 clusters Score -422592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -422593.218750 Penalty: 2910.562500
	Iteration 27Q: 3 clusters Score -422593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -422592.937500 Penalty: 2910.562500
	Iteration 28Q: 3 clusters Score -422592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -422593.218750 Penalty: 2910.562500
	Iteration 29Q: 3 clusters Score -422593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -422592.718750 Penalty: 2910.562500
	Iteration 30Q: 3 clusters Score -422592.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -422593.156250 Penalty: 2910.562500
	Iteration 31Q: 3 clusters Score -422593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -422593.156250 Penalty: 2910.562500
	Iteration 32F: 3 clusters Score -422593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93019 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 12379 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10720 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 107069 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39537 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43971 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 22 contains 8822 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 3025 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139514 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 4040 members 
Entering Unmasked Estep 
Score: -34152108.000000 Penalty: 71552.687500
Splitting cluster 10 changes total score from -34152568.000000 to -34152108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -60452.855469 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -60452.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -58926.195312 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -58926.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -59301.652344 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -59301.65 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -59452.710938 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -59452.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -59544.324219 Penalty: 2295.212158
	Iteration 3Q: 3 clusters Score -59544.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -59632.199219 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -59632.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -59706.976562 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -59706.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -59790.941406 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -59790.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59844.246094 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -59844.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -59879.824219 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -59879.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59921.156250 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -59921.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59951.855469 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -59951.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -59980.300781 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -59980.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60003.992188 Penalty: 2295.212158
	Iteration 12Q: 3 clusters Score -60003.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -60017.492188 Penalty: 2295.212158
	Iteration 13Q: 3 clusters Score -60017.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -60027.250000 Penalty: 2295.212158
	Iteration 14Q: 3 clusters Score -60027.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -60029.429688 Penalty: 2295.212158
	Iteration 15Q: 3 clusters Score -60029.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -60029.812500 Penalty: 2295.212158
	Iteration 16Q: 3 clusters Score -60029.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -60029.812500 Penalty: 2295.212158
	Iteration 17F: 3 clusters Score -60029.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Entering Unmasked Estep 
Score: -1028416.562500 Penalty: 1590.443848
	Iteration 0F: 2 clusters Score -1028417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1016234.250000 Penalty: 3180.887695
	Iteration 0F: 3 clusters Score -1016234 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1020567.562500 Penalty: 3180.887695
	Iteration 1F: 3 clusters Score -1020568 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1020908.000000 Penalty: 3180.887695
	Iteration 2Q: 3 clusters Score -1020908 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1021251.125000 Penalty: 3180.887695
	Iteration 3Q: 3 clusters Score -1021251 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1021562.062500 Penalty: 3180.887695
	Iteration 4Q: 3 clusters Score -1021562 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1021921.812500 Penalty: 3180.887695
	Iteration 5Q: 3 clusters Score -1021922 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1022378.875000 Penalty: 3180.887695
	Iteration 6Q: 3 clusters Score -1022379 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1022972.125000 Penalty: 3180.887695
	Iteration 7F: 3 clusters Score -1022972 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1023711.875000 Penalty: 3180.887695
	Iteration 8F: 3 clusters Score -1023712 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1024566.062500 Penalty: 3180.887695
	Iteration 9F: 3 clusters Score -1024566 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1025393.125000 Penalty: 3180.887695
	Iteration 10F: 3 clusters Score -1025393 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1025990.250000 Penalty: 3180.887695
	Iteration 11F: 3 clusters Score -1025990 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1026386.687500 Penalty: 3180.887695
	Iteration 12Q: 3 clusters Score -1026387 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1026602.250000 Penalty: 3180.887695
	Iteration 13Q: 3 clusters Score -1026602 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1026728.937500 Penalty: 3180.887695
	Iteration 14Q: 3 clusters Score -1026729 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1026806.562500 Penalty: 3180.887695
	Iteration 15Q: 3 clusters Score -1026807 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1026873.250000 Penalty: 3180.887695
	Iteration 16Q: 3 clusters Score -1026873 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1026920.687500 Penalty: 3180.887695
	Iteration 17Q: 3 clusters Score -1026921 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1026952.750000 Penalty: 3180.887695
	Iteration 18Q: 3 clusters Score -1026953 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1026973.812500 Penalty: 3180.887695
	Iteration 19Q: 3 clusters Score -1026974 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1026987.750000 Penalty: 3180.887695
	Iteration 20F: 3 clusters Score -1026988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1027004.625000 Penalty: 3180.887695
	Iteration 21Q: 3 clusters Score -1027005 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1027015.437500 Penalty: 3180.887695
	Iteration 22Q: 3 clusters Score -1027015 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1027027.875000 Penalty: 3180.887695
	Iteration 23Q: 3 clusters Score -1027028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1027048.375000 Penalty: 3180.887695
	Iteration 24Q: 3 clusters Score -1027048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1027056.000000 Penalty: 3180.887695
	Iteration 25Q: 3 clusters Score -1027056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1027065.625000 Penalty: 3180.887695
	Iteration 26Q: 3 clusters Score -1027066 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1027079.687500 Penalty: 3180.887695
	Iteration 27Q: 3 clusters Score -1027080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1027095.625000 Penalty: 3180.887695
	Iteration 28Q: 3 clusters Score -1027096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1027116.125000 Penalty: 3180.887695
	Iteration 29Q: 3 clusters Score -1027116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1027134.312500 Penalty: 3180.887695
	Iteration 30Q: 3 clusters Score -1027134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1027152.187500 Penalty: 3180.887695
	Iteration 31Q: 3 clusters Score -1027152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1027165.000000 Penalty: 3180.887695
	Iteration 32Q: 3 clusters Score -1027165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1027178.000000 Penalty: 3180.887695
	Iteration 33Q: 3 clusters Score -1027178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1027191.000000 Penalty: 3180.887695
	Iteration 34Q: 3 clusters Score -1027191 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1027205.812500 Penalty: 3180.887695
	Iteration 35Q: 3 clusters Score -1027206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1027210.250000 Penalty: 3180.887695
	Iteration 36Q: 3 clusters Score -1027210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1027226.562500 Penalty: 3180.887695
	Iteration 37Q: 3 clusters Score -1027227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1027233.000000 Penalty: 3180.887695
	Iteration 38Q: 3 clusters Score -1027233 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1027247.062500 Penalty: 3180.887695
	Iteration 39Q: 3 clusters Score -1027247 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1027256.875000 Penalty: 3180.887695
	Iteration 40F: 3 clusters Score -1027257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1027272.562500 Penalty: 3180.887695
	Iteration 41Q: 3 clusters Score -1027273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1027283.750000 Penalty: 3180.887695
	Iteration 42Q: 3 clusters Score -1027284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1027286.625000 Penalty: 3180.887695
	Iteration 43Q: 3 clusters Score -1027287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1027291.312500 Penalty: 3180.887695
	Iteration 44Q: 3 clusters Score -1027291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1027295.312500 Penalty: 3180.887695
	Iteration 45Q: 3 clusters Score -1027295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1027298.312500 Penalty: 3180.887695
	Iteration 46Q: 3 clusters Score -1027298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1027303.250000 Penalty: 3180.887695
	Iteration 47Q: 3 clusters Score -1027303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1027300.000000 Penalty: 3180.887695
	Iteration 48Q: 3 clusters Score -1027300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1027304.500000 Penalty: 3180.887695
	Iteration 49Q: 3 clusters Score -1027304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1027302.875000 Penalty: 3180.887695
	Iteration 50Q: 3 clusters Score -1027303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1027304.437500 Penalty: 3180.887695
	Iteration 51Q: 3 clusters Score -1027304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1027306.875000 Penalty: 3180.887695
	Iteration 52Q: 3 clusters Score -1027307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1027306.875000 Penalty: 3180.887695
	Iteration 53Q: 3 clusters Score -1027307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1027308.187500 Penalty: 3180.887695
	Iteration 54Q: 3 clusters Score -1027308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1027310.812500 Penalty: 3180.887695
	Iteration 55Q: 3 clusters Score -1027311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1027311.437500 Penalty: 3180.887695
	Iteration 56Q: 3 clusters Score -1027311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1027315.937500 Penalty: 3180.887695
	Iteration 57Q: 3 clusters Score -1027316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1027314.937500 Penalty: 3180.887695
	Iteration 58Q: 3 clusters Score -1027315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1027317.187500 Penalty: 3180.887695
	Iteration 59Q: 3 clusters Score -1027317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1027321.062500 Penalty: 3180.887695
	Iteration 60F: 3 clusters Score -1027321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1027321.250000 Penalty: 3180.887695
	Iteration 61Q: 3 clusters Score -1027321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1027327.000000 Penalty: 3180.887695
	Iteration 62Q: 3 clusters Score -1027327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1027325.500000 Penalty: 3180.887695
	Iteration 63Q: 3 clusters Score -1027326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1027329.125000 Penalty: 3180.887695
	Iteration 64Q: 3 clusters Score -1027329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1027327.687500 Penalty: 3180.887695
	Iteration 65Q: 3 clusters Score -1027328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1027327.812500 Penalty: 3180.887695
	Iteration 66Q: 3 clusters Score -1027328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1027327.875000 Penalty: 3180.887695
	Iteration 67Q: 3 clusters Score -1027328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1027329.000000 Penalty: 3180.887695
	Iteration 68Q: 3 clusters Score -1027329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1027327.000000 Penalty: 3180.887695
	Iteration 69Q: 3 clusters Score -1027327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1027329.187500 Penalty: 3180.887695
	Iteration 70Q: 3 clusters Score -1027329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1027329.937500 Penalty: 3180.887695
	Iteration 71Q: 3 clusters Score -1027330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1027329.562500 Penalty: 3180.887695
	Iteration 72Q: 3 clusters Score -1027330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1027332.187500 Penalty: 3180.887695
	Iteration 73Q: 3 clusters Score -1027332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1027333.312500 Penalty: 3180.887695
	Iteration 74Q: 3 clusters Score -1027333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1027333.437500 Penalty: 3180.887695
	Iteration 75Q: 3 clusters Score -1027333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1027335.062500 Penalty: 3180.887695
	Iteration 76Q: 3 clusters Score -1027335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1027335.375000 Penalty: 3180.887695
	Iteration 77Q: 3 clusters Score -1027335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1027334.125000 Penalty: 3180.887695
	Iteration 78Q: 3 clusters Score -1027334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1027334.937500 Penalty: 3180.887695
	Iteration 79Q: 3 clusters Score -1027335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1027334.062500 Penalty: 3180.887695
	Iteration 80F: 3 clusters Score -1027334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -596475.437500 Penalty: 1507.978271
	Iteration 0F: 2 clusters Score -596475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -588917.562500 Penalty: 3015.956543
	Iteration 0F: 3 clusters Score -588917.6 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -591408.750000 Penalty: 3015.956543
	Iteration 1F: 3 clusters Score -591408.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -591771.500000 Penalty: 3015.956543
	Iteration 2F: 3 clusters Score -591771.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -592057.187500 Penalty: 3015.956543
	Iteration 3F: 3 clusters Score -592057.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -592303.437500 Penalty: 3015.956543
	Iteration 4F: 3 clusters Score -592303.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -592532.687500 Penalty: 3015.956543
	Iteration 5Q: 3 clusters Score -592532.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -592802.500000 Penalty: 3015.956543
	Iteration 6Q: 3 clusters Score -592802.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -593103.250000 Penalty: 3015.956543
	Iteration 7Q: 3 clusters Score -593103.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -593414.000000 Penalty: 3015.956543
	Iteration 8Q: 3 clusters Score -593414 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -593732.625000 Penalty: 3015.956543
	Iteration 9Q: 3 clusters Score -593732.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -593997.437500 Penalty: 3015.956543
	Iteration 10Q: 3 clusters Score -593997.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -594159.187500 Penalty: 3015.956543
	Iteration 11Q: 3 clusters Score -594159.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -594275.187500 Penalty: 3015.956543
	Iteration 12Q: 3 clusters Score -594275.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -594355.187500 Penalty: 3015.956543
	Iteration 13Q: 3 clusters Score -594355.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -594421.437500 Penalty: 3015.956543
	Iteration 14Q: 3 clusters Score -594421.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -594472.687500 Penalty: 3015.956543
	Iteration 15Q: 3 clusters Score -594472.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -594520.562500 Penalty: 3015.956543
	Iteration 16Q: 3 clusters Score -594520.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -594552.187500 Penalty: 3015.956543
	Iteration 17Q: 3 clusters Score -594552.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -594583.125000 Penalty: 3015.956543
	Iteration 18Q: 3 clusters Score -594583.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -594611.937500 Penalty: 3015.956543
	Iteration 19Q: 3 clusters Score -594611.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -594630.562500 Penalty: 3015.956543
	Iteration 20F: 3 clusters Score -594630.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -594648.812500 Penalty: 3015.956543
	Iteration 21Q: 3 clusters Score -594648.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -594668.437500 Penalty: 3015.956543
	Iteration 22Q: 3 clusters Score -594668.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -594692.187500 Penalty: 3015.956543
	Iteration 23Q: 3 clusters Score -594692.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -594719.187500 Penalty: 3015.956543
	Iteration 24Q: 3 clusters Score -594719.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -594765.625000 Penalty: 3015.956543
	Iteration 25Q: 3 clusters Score -594765.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -594817.187500 Penalty: 3015.956543
	Iteration 26Q: 3 clusters Score -594817.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -594890.250000 Penalty: 3015.956543
	Iteration 27Q: 3 clusters Score -594890.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -594949.875000 Penalty: 3015.956543
	Iteration 28Q: 3 clusters Score -594949.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -595029.187500 Penalty: 3015.956543
	Iteration 29Q: 3 clusters Score -595029.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -595094.500000 Penalty: 3015.956543
	Iteration 30Q: 3 clusters Score -595094.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -595135.375000 Penalty: 3015.956543
	Iteration 31Q: 3 clusters Score -595135.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -595164.375000 Penalty: 3015.956543
	Iteration 32Q: 3 clusters Score -595164.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -595180.687500 Penalty: 3015.956543
	Iteration 33Q: 3 clusters Score -595180.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -595190.625000 Penalty: 3015.956543
	Iteration 34Q: 3 clusters Score -595190.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -595199.562500 Penalty: 3015.956543
	Iteration 35Q: 3 clusters Score -595199.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -595210.812500 Penalty: 3015.956543
	Iteration 36Q: 3 clusters Score -595210.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -595218.687500 Penalty: 3015.956543
	Iteration 37Q: 3 clusters Score -595218.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -595229.750000 Penalty: 3015.956543
	Iteration 38Q: 3 clusters Score -595229.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -595236.187500 Penalty: 3015.956543
	Iteration 39Q: 3 clusters Score -595236.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -595241.312500 Penalty: 3015.956543
	Iteration 40F: 3 clusters Score -595241.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -595248.437500 Penalty: 3015.956543
	Iteration 41Q: 3 clusters Score -595248.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -595253.875000 Penalty: 3015.956543
	Iteration 42Q: 3 clusters Score -595253.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -595257.000000 Penalty: 3015.956543
	Iteration 43Q: 3 clusters Score -595257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -595260.625000 Penalty: 3015.956543
	Iteration 44Q: 3 clusters Score -595260.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -595266.750000 Penalty: 3015.956543
	Iteration 45Q: 3 clusters Score -595266.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -595268.875000 Penalty: 3015.956543
	Iteration 46Q: 3 clusters Score -595268.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -595272.437500 Penalty: 3015.956543
	Iteration 47Q: 3 clusters Score -595272.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -595274.062500 Penalty: 3015.956543
	Iteration 48Q: 3 clusters Score -595274.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -595275.687500 Penalty: 3015.956543
	Iteration 49Q: 3 clusters Score -595275.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -595278.437500 Penalty: 3015.956543
	Iteration 50Q: 3 clusters Score -595278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -595279.437500 Penalty: 3015.956543
	Iteration 51Q: 3 clusters Score -595279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -595280.625000 Penalty: 3015.956543
	Iteration 52Q: 3 clusters Score -595280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -595280.437500 Penalty: 3015.956543
	Iteration 53Q: 3 clusters Score -595280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -595280.437500 Penalty: 3015.956543
	Iteration 54F: 3 clusters Score -595280.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Entering Unmasked Estep 
Score: -2355875.750000 Penalty: 1724.556519
	Iteration 0F: 2 clusters Score -2355876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2328592.000000 Penalty: 3449.113037
	Iteration 0F: 3 clusters Score -2328592 nChanged 18991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2339077.500000 Penalty: 3449.113037
	Iteration 1F: 3 clusters Score -2339078 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2339524.000000 Penalty: 3449.113037
	Iteration 2Q: 3 clusters Score -2339524 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2339956.250000 Penalty: 3449.113037
	Iteration 3Q: 3 clusters Score -2339956 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2340399.000000 Penalty: 3449.113037
	Iteration 4Q: 3 clusters Score -2340399 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2340991.000000 Penalty: 3449.113037
	Iteration 5Q: 3 clusters Score -2340991 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2341809.250000 Penalty: 3449.113037
	Iteration 6Q: 3 clusters Score -2341809 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2342958.500000 Penalty: 3449.113037
	Iteration 7F: 3 clusters Score -2342958 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2344481.250000 Penalty: 3449.113037
	Iteration 8F: 3 clusters Score -2344481 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -2346370.500000 Penalty: 3449.113037
	Iteration 9F: 3 clusters Score -2346370 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -2348048.000000 Penalty: 3449.113037
	Iteration 10F: 3 clusters Score -2348048 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -2349296.750000 Penalty: 3449.113037
	Iteration 11Q: 3 clusters Score -2349297 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -2350017.000000 Penalty: 3449.113037
	Iteration 12Q: 3 clusters Score -2350017 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -2350514.000000 Penalty: 3449.113037
	Iteration 13Q: 3 clusters Score -2350514 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -2350999.000000 Penalty: 3449.113037
	Iteration 14Q: 3 clusters Score -2350999 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -2351506.750000 Penalty: 3449.113037
	Iteration 15Q: 3 clusters Score -2351507 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -2352077.500000 Penalty: 3449.113037
	Iteration 16Q: 3 clusters Score -2352078 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -2352609.250000 Penalty: 3449.113037
	Iteration 17Q: 3 clusters Score -2352609 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -2353058.250000 Penalty: 3449.113037
	Iteration 18Q: 3 clusters Score -2353058 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -2353395.000000 Penalty: 3449.113037
	Iteration 19Q: 3 clusters Score -2353395 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -2353650.750000 Penalty: 3449.113037
	Iteration 20F: 3 clusters Score -2353651 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -2353859.750000 Penalty: 3449.113037
	Iteration 21Q: 3 clusters Score -2353860 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -2353996.750000 Penalty: 3449.113037
	Iteration 22Q: 3 clusters Score -2353997 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -2354100.000000 Penalty: 3449.113037
	Iteration 23Q: 3 clusters Score -2354100 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -2354201.750000 Penalty: 3449.113037
	Iteration 24Q: 3 clusters Score -2354202 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -2354272.500000 Penalty: 3449.113037
	Iteration 25Q: 3 clusters Score -2354272 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -2354339.000000 Penalty: 3449.113037
	Iteration 26Q: 3 clusters Score -2354339 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -2354387.250000 Penalty: 3449.113037
	Iteration 27Q: 3 clusters Score -2354387 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -2354420.750000 Penalty: 3449.113037
	Iteration 28Q: 3 clusters Score -2354421 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -2354458.500000 Penalty: 3449.113037
	Iteration 29Q: 3 clusters Score -2354458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -2354490.250000 Penalty: 3449.113037
	Iteration 30Q: 3 clusters Score -2354490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -2354507.250000 Penalty: 3449.113037
	Iteration 31Q: 3 clusters Score -2354507 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -2354518.500000 Penalty: 3449.113037
	Iteration 32Q: 3 clusters Score -2354518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -2354526.000000 Penalty: 3449.113037
	Iteration 33Q: 3 clusters Score -2354526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -2354527.500000 Penalty: 3449.113037
	Iteration 34Q: 3 clusters Score -2354528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -2354531.000000 Penalty: 3449.113037
	Iteration 35Q: 3 clusters Score -2354531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -2354550.000000 Penalty: 3449.113037
	Iteration 36Q: 3 clusters Score -2354550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -2354561.750000 Penalty: 3449.113037
	Iteration 37Q: 3 clusters Score -2354562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -2354563.750000 Penalty: 3449.113037
	Iteration 38Q: 3 clusters Score -2354564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -2354571.250000 Penalty: 3449.113037
	Iteration 39Q: 3 clusters Score -2354571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -2354577.250000 Penalty: 3449.113037
	Iteration 40F: 3 clusters Score -2354577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -2354583.750000 Penalty: 3449.113037
	Iteration 41Q: 3 clusters Score -2354584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -2354583.750000 Penalty: 3449.113037
	Iteration 42Q: 3 clusters Score -2354584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -2354592.750000 Penalty: 3449.113037
	Iteration 43Q: 3 clusters Score -2354593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -2354591.000000 Penalty: 3449.113037
	Iteration 44Q: 3 clusters Score -2354591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -2354594.250000 Penalty: 3449.113037
	Iteration 45Q: 3 clusters Score -2354594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -2354601.000000 Penalty: 3449.113037
	Iteration 46Q: 3 clusters Score -2354601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -2354608.500000 Penalty: 3449.113037
	Iteration 47Q: 3 clusters Score -2354608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -2354616.250000 Penalty: 3449.113037
	Iteration 48Q: 3 clusters Score -2354616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -2354621.250000 Penalty: 3449.113037
	Iteration 49Q: 3 clusters Score -2354621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -2354629.750000 Penalty: 3449.113037
	Iteration 50Q: 3 clusters Score -2354630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -2354627.000000 Penalty: 3449.113037
	Iteration 51Q: 3 clusters Score -2354627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -2354629.000000 Penalty: 3449.113037
	Iteration 52Q: 3 clusters Score -2354629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -2354625.000000 Penalty: 3449.113037
	Iteration 53Q: 3 clusters Score -2354625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -2354627.750000 Penalty: 3449.113037
	Iteration 54Q: 3 clusters Score -2354628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -2354635.250000 Penalty: 3449.113037
	Iteration 55Q: 3 clusters Score -2354635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -2354639.750000 Penalty: 3449.113037
	Iteration 56Q: 3 clusters Score -2354640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -2354645.500000 Penalty: 3449.113037
	Iteration 57Q: 3 clusters Score -2354646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -2354641.750000 Penalty: 3449.113037
	Iteration 58Q: 3 clusters Score -2354642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -2354646.750000 Penalty: 3449.113037
	Iteration 59Q: 3 clusters Score -2354647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -2354649.250000 Penalty: 3449.113037
	Iteration 60F: 3 clusters Score -2354649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -2354651.750000 Penalty: 3449.113037
	Iteration 61Q: 3 clusters Score -2354652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -2354649.500000 Penalty: 3449.113037
	Iteration 62Q: 3 clusters Score -2354650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -2354653.500000 Penalty: 3449.113037
	Iteration 63Q: 3 clusters Score -2354654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -2354652.500000 Penalty: 3449.113037
	Iteration 64Q: 3 clusters Score -2354652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -2354656.750000 Penalty: 3449.113037
	Iteration 65Q: 3 clusters Score -2354657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -2354656.250000 Penalty: 3449.113037
	Iteration 66Q: 3 clusters Score -2354656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -2354656.750000 Penalty: 3449.113037
	Iteration 67Q: 3 clusters Score -2354657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -2354659.000000 Penalty: 3449.113037
	Iteration 68Q: 3 clusters Score -2354659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -2354659.000000 Penalty: 3449.113037
	Iteration 69Q: 3 clusters Score -2354659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -2354658.000000 Penalty: 3449.113037
	Iteration 70Q: 3 clusters Score -2354658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -2354658.000000 Penalty: 3449.113037
	Iteration 71Q: 3 clusters Score -2354658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -2354665.000000 Penalty: 3449.113037
	Iteration 72Q: 3 clusters Score -2354665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -2354665.500000 Penalty: 3449.113037
	Iteration 73Q: 3 clusters Score -2354666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -2354665.500000 Penalty: 3449.113037
	Iteration 74F: 3 clusters Score -2354666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (107069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Entering Unmasked Estep 
Score: -6383543.000000 Penalty: 1881.949707
	Iteration 0F: 2 clusters Score -6383543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -6311909.500000 Penalty: 3763.899414
	Iteration 0F: 3 clusters Score -6311910 nChanged 51347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -6341518.000000 Penalty: 3763.899414
	Iteration 1F: 3 clusters Score -6341518 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -6342199.000000 Penalty: 3763.899414
	Iteration 2Q: 3 clusters Score -6342199 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -6343153.000000 Penalty: 3763.899414
	Iteration 3Q: 3 clusters Score -6343153 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -6344518.000000 Penalty: 3763.899414
	Iteration 4Q: 3 clusters Score -6344518 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -6346715.500000 Penalty: 3763.899414
	Iteration 5Q: 3 clusters Score -6346716 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
Score: -6350629.500000 Penalty: 3763.899414
	Iteration 6F: 3 clusters Score -6350630 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -6357027.500000 Penalty: 3763.899414
	Iteration 7F: 3 clusters Score -6357028 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -6365000.500000 Penalty: 3763.899414
	Iteration 8F: 3 clusters Score -6365000 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -6372314.000000 Penalty: 3763.899414
	Iteration 9F: 3 clusters Score -6372314 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -6377039.500000 Penalty: 3763.899414
	Iteration 10Q: 3 clusters Score -6377040 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -6379455.500000 Penalty: 3763.899414
	Iteration 11Q: 3 clusters Score -6379456 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 104219 members 
Entering Unmasked Estep 
Score: -6380654.000000 Penalty: 3763.899414
	Iteration 12Q: 3 clusters Score -6380654 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 104849 members 
Entering Unmasked Estep 
Score: -6381239.000000 Penalty: 3763.899414
	Iteration 13Q: 3 clusters Score -6381239 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 105182 members 
Entering Unmasked Estep 
Score: -6381485.000000 Penalty: 3763.899414
	Iteration 14Q: 3 clusters Score -6381485 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -6381627.500000 Penalty: 3763.899414
	Iteration 15Q: 3 clusters Score -6381628 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -6381751.000000 Penalty: 3763.899414
	Iteration 16Q: 3 clusters Score -6381751 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 105654 members 
Entering Unmasked Estep 
Score: -6381802.500000 Penalty: 3763.899414
	Iteration 17Q: 3 clusters Score -6381802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 105753 members 
Entering Unmasked Estep 
Score: -6381861.000000 Penalty: 3763.899414
	Iteration 18Q: 3 clusters Score -6381861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 105820 members 
Entering Unmasked Estep 
Score: -6381879.500000 Penalty: 3763.899414
	Iteration 19Q: 3 clusters Score -6381880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -6381891.500000 Penalty: 3763.899414
	Iteration 20F: 3 clusters Score -6381892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -6381911.500000 Penalty: 3763.899414
	Iteration 21Q: 3 clusters Score -6381912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -6381920.000000 Penalty: 3763.899414
	Iteration 22Q: 3 clusters Score -6381920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 105985 members 
Entering Unmasked Estep 
Score: -6381935.500000 Penalty: 3763.899414
	Iteration 23Q: 3 clusters Score -6381936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -6381949.000000 Penalty: 3763.899414
	Iteration 24Q: 3 clusters Score -6381949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 106054 members 
Entering Unmasked Estep 
Score: -6381958.000000 Penalty: 3763.899414
	Iteration 25Q: 3 clusters Score -6381958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 106078 members 
Entering Unmasked Estep 
Score: -6381972.000000 Penalty: 3763.899414
	Iteration 26Q: 3 clusters Score -6381972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 106102 members 
Entering Unmasked Estep 
Score: -6381981.000000 Penalty: 3763.899414
	Iteration 27Q: 3 clusters Score -6381981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
Score: -6381989.500000 Penalty: 3763.899414
	Iteration 28Q: 3 clusters Score -6381990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 106140 members 
Entering Unmasked Estep 
Score: -6381995.500000 Penalty: 3763.899414
	Iteration 29Q: 3 clusters Score -6381996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 106151 members 
Entering Unmasked Estep 
Score: -6382003.000000 Penalty: 3763.899414
	Iteration 30Q: 3 clusters Score -6382003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 106155 members 
Entering Unmasked Estep 
Score: -6382000.000000 Penalty: 3763.899414
	Iteration 31Q: 3 clusters Score -6382000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 106158 members 
Entering Unmasked Estep 
Score: -6382002.500000 Penalty: 3763.899414
	Iteration 32Q: 3 clusters Score -6382002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 106161 members 
Entering Unmasked Estep 
Score: -6381999.500000 Penalty: 3763.899414
	Iteration 33Q: 3 clusters Score -6382000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -6382004.000000 Penalty: 3763.899414
	Iteration 34Q: 3 clusters Score -6382004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 106171 members 
Entering Unmasked Estep 
Score: -6382004.500000 Penalty: 3763.899414
	Iteration 35Q: 3 clusters Score -6382004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
Score: -6382004.000000 Penalty: 3763.899414
	Iteration 36Q: 3 clusters Score -6382004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
Score: -6382003.500000 Penalty: 3763.899414
	Iteration 37Q: 3 clusters Score -6382004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -6381998.500000 Penalty: 3763.899414
	Iteration 38Q: 3 clusters Score -6381998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -6381999.000000 Penalty: 3763.899414
	Iteration 39Q: 3 clusters Score -6381999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -6381998.500000 Penalty: 3763.899414
	Iteration 40F: 3 clusters Score -6381998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -6382000.000000 Penalty: 3763.899414
	Iteration 41Q: 3 clusters Score -6382000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 106184 members 
Entering Unmasked Estep 
Score: -6381999.000000 Penalty: 3763.899414
	Iteration 42Q: 3 clusters Score -6381999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -6381999.500000 Penalty: 3763.899414
	Iteration 43Q: 3 clusters Score -6382000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -6381999.500000 Penalty: 3763.899414
	Iteration 44F: 3 clusters Score -6382000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Entering Unmasked Estep 
Score: -158239.953125 Penalty: 1297.696533
	Iteration 0F: 2 clusters Score -158240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -155597.437500 Penalty: 2595.393066
	Iteration 0F: 3 clusters Score -155597.4 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -156290.312500 Penalty: 2595.393066
	Iteration 1F: 3 clusters Score -156290.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -156472.015625 Penalty: 2595.393066
	Iteration 2F: 3 clusters Score -156472 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -156646.625000 Penalty: 2595.393066
	Iteration 3F: 3 clusters Score -156646.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -156839.000000 Penalty: 2595.393066
	Iteration 4F: 3 clusters Score -156839 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -157001.531250 Penalty: 2595.393066
	Iteration 5F: 3 clusters Score -157001.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -157097.125000 Penalty: 2595.393066
	Iteration 6Q: 3 clusters Score -157097.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -157159.375000 Penalty: 2595.393066
	Iteration 7Q: 3 clusters Score -157159.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -157207.828125 Penalty: 2595.393066
	Iteration 8Q: 3 clusters Score -157207.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -157246.453125 Penalty: 2595.393066
	Iteration 9Q: 3 clusters Score -157246.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -157280.796875 Penalty: 2595.393066
	Iteration 10Q: 3 clusters Score -157280.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -157312.125000 Penalty: 2595.393066
	Iteration 11Q: 3 clusters Score -157312.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -157336.156250 Penalty: 2595.393066
	Iteration 12Q: 3 clusters Score -157336.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -157360.171875 Penalty: 2595.393066
	Iteration 13Q: 3 clusters Score -157360.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -157377.453125 Penalty: 2595.393066
	Iteration 14Q: 3 clusters Score -157377.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -157390.312500 Penalty: 2595.393066
	Iteration 15Q: 3 clusters Score -157390.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -157399.875000 Penalty: 2595.393066
	Iteration 16Q: 3 clusters Score -157399.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -157415.984375 Penalty: 2595.393066
	Iteration 17Q: 3 clusters Score -157416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -157427.125000 Penalty: 2595.393066
	Iteration 18Q: 3 clusters Score -157427.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -157435.546875 Penalty: 2595.393066
	Iteration 19Q: 3 clusters Score -157435.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -157445.500000 Penalty: 2595.393066
	Iteration 20F: 3 clusters Score -157445.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -157459.562500 Penalty: 2595.393066
	Iteration 21Q: 3 clusters Score -157459.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -157471.156250 Penalty: 2595.393066
	Iteration 22Q: 3 clusters Score -157471.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -157481.640625 Penalty: 2595.393066
	Iteration 23Q: 3 clusters Score -157481.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -157495.218750 Penalty: 2595.393066
	Iteration 24Q: 3 clusters Score -157495.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -157508.828125 Penalty: 2595.393066
	Iteration 25Q: 3 clusters Score -157508.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -157523.703125 Penalty: 2595.393066
	Iteration 26Q: 3 clusters Score -157523.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -157535.906250 Penalty: 2595.393066
	Iteration 27Q: 3 clusters Score -157535.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -157547.062500 Penalty: 2595.393066
	Iteration 28Q: 3 clusters Score -157547.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -157553.453125 Penalty: 2595.393066
	Iteration 29Q: 3 clusters Score -157553.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -157559.281250 Penalty: 2595.393066
	Iteration 30Q: 3 clusters Score -157559.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -157563.906250 Penalty: 2595.393066
	Iteration 31Q: 3 clusters Score -157563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -157567.625000 Penalty: 2595.393066
	Iteration 32Q: 3 clusters Score -157567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -157568.906250 Penalty: 2595.393066
	Iteration 33Q: 3 clusters Score -157568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -157570.578125 Penalty: 2595.393066
	Iteration 34Q: 3 clusters Score -157570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -157573.828125 Penalty: 2595.393066
	Iteration 35Q: 3 clusters Score -157573.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -157576.000000 Penalty: 2595.393066
	Iteration 36Q: 3 clusters Score -157576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -157576.671875 Penalty: 2595.393066
	Iteration 37Q: 3 clusters Score -157576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -157576.687500 Penalty: 2595.393066
	Iteration 38Q: 3 clusters Score -157576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -157576.906250 Penalty: 2595.393066
	Iteration 39Q: 3 clusters Score -157576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -157577.578125 Penalty: 2595.393066
	Iteration 40F: 3 clusters Score -157577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -437691.031250 Penalty: 1454.903442
	Iteration 0F: 2 clusters Score -437691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -431931.062500 Penalty: 2909.806885
	Iteration 0F: 3 clusters Score -431931.1 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -433666.656250 Penalty: 2909.806885
	Iteration 1F: 3 clusters Score -433666.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -433883.218750 Penalty: 2909.806885
	Iteration 2F: 3 clusters Score -433883.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -434077.750000 Penalty: 2909.806885
	Iteration 3F: 3 clusters Score -434077.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -434261.781250 Penalty: 2909.806885
	Iteration 4Q: 3 clusters Score -434261.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -434422.031250 Penalty: 2909.806885
	Iteration 5Q: 3 clusters Score -434422 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -434545.031250 Penalty: 2909.806885
	Iteration 6Q: 3 clusters Score -434545 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -434638.250000 Penalty: 2909.806885
	Iteration 7Q: 3 clusters Score -434638.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -434740.656250 Penalty: 2909.806885
	Iteration 8Q: 3 clusters Score -434740.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -434847.500000 Penalty: 2909.806885
	Iteration 9Q: 3 clusters Score -434847.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -434950.843750 Penalty: 2909.806885
	Iteration 10Q: 3 clusters Score -434950.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -435051.843750 Penalty: 2909.806885
	Iteration 11Q: 3 clusters Score -435051.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -435140.906250 Penalty: 2909.806885
	Iteration 12Q: 3 clusters Score -435140.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -435223.281250 Penalty: 2909.806885
	Iteration 13Q: 3 clusters Score -435223.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -435300.468750 Penalty: 2909.806885
	Iteration 14Q: 3 clusters Score -435300.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -435372.781250 Penalty: 2909.806885
	Iteration 15Q: 3 clusters Score -435372.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -435436.875000 Penalty: 2909.806885
	Iteration 16Q: 3 clusters Score -435436.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -435487.812500 Penalty: 2909.806885
	Iteration 17Q: 3 clusters Score -435487.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -435531.687500 Penalty: 2909.806885
	Iteration 18Q: 3 clusters Score -435531.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -435566.062500 Penalty: 2909.806885
	Iteration 19Q: 3 clusters Score -435566.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -435597.312500 Penalty: 2909.806885
	Iteration 20F: 3 clusters Score -435597.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -435619.625000 Penalty: 2909.806885
	Iteration 21Q: 3 clusters Score -435619.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -435638.250000 Penalty: 2909.806885
	Iteration 22Q: 3 clusters Score -435638.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -435654.125000 Penalty: 2909.806885
	Iteration 23Q: 3 clusters Score -435654.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -435668.718750 Penalty: 2909.806885
	Iteration 24Q: 3 clusters Score -435668.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -435678.031250 Penalty: 2909.806885
	Iteration 25Q: 3 clusters Score -435678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -435687.000000 Penalty: 2909.806885
	Iteration 26Q: 3 clusters Score -435687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -435697.531250 Penalty: 2909.806885
	Iteration 27Q: 3 clusters Score -435697.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -435710.562500 Penalty: 2909.806885
	Iteration 28Q: 3 clusters Score -435710.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -435726.375000 Penalty: 2909.806885
	Iteration 29Q: 3 clusters Score -435726.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -435739.562500 Penalty: 2909.806885
	Iteration 30Q: 3 clusters Score -435739.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -435750.312500 Penalty: 2909.806885
	Iteration 31Q: 3 clusters Score -435750.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -435759.812500 Penalty: 2909.806885
	Iteration 32Q: 3 clusters Score -435759.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -435768.343750 Penalty: 2909.806885
	Iteration 33Q: 3 clusters Score -435768.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -435781.343750 Penalty: 2909.806885
	Iteration 34Q: 3 clusters Score -435781.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -435795.062500 Penalty: 2909.806885
	Iteration 35Q: 3 clusters Score -435795.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -435808.687500 Penalty: 2909.806885
	Iteration 36Q: 3 clusters Score -435808.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -435823.375000 Penalty: 2909.806885
	Iteration 37Q: 3 clusters Score -435823.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -435837.250000 Penalty: 2909.806885
	Iteration 38Q: 3 clusters Score -435837.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -435853.968750 Penalty: 2909.806885
	Iteration 39Q: 3 clusters Score -435854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -435880.531250 Penalty: 2909.806885
	Iteration 40F: 3 clusters Score -435880.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -435905.687500 Penalty: 2909.806885
	Iteration 41Q: 3 clusters Score -435905.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -435938.156250 Penalty: 2909.806885
	Iteration 42Q: 3 clusters Score -435938.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -435976.250000 Penalty: 2909.806885
	Iteration 43Q: 3 clusters Score -435976.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -436015.312500 Penalty: 2909.806885
	Iteration 44Q: 3 clusters Score -436015.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -436053.562500 Penalty: 2909.806885
	Iteration 45Q: 3 clusters Score -436053.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -436088.093750 Penalty: 2909.806885
	Iteration 46Q: 3 clusters Score -436088.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -436141.531250 Penalty: 2909.806885
	Iteration 47Q: 3 clusters Score -436141.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -436177.000000 Penalty: 2909.806885
	Iteration 48Q: 3 clusters Score -436177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -436196.156250 Penalty: 2909.806885
	Iteration 49Q: 3 clusters Score -436196.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -436211.656250 Penalty: 2909.806885
	Iteration 50Q: 3 clusters Score -436211.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -436224.718750 Penalty: 2909.806885
	Iteration 51Q: 3 clusters Score -436224.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -436246.031250 Penalty: 2909.806885
	Iteration 52Q: 3 clusters Score -436246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -436263.218750 Penalty: 2909.806885
	Iteration 53Q: 3 clusters Score -436263.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -436282.125000 Penalty: 2909.806885
	Iteration 54Q: 3 clusters Score -436282.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -436306.281250 Penalty: 2909.806885
	Iteration 55Q: 3 clusters Score -436306.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -436326.812500 Penalty: 2909.806885
	Iteration 56Q: 3 clusters Score -436326.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -436342.937500 Penalty: 2909.806885
	Iteration 57Q: 3 clusters Score -436342.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -436356.750000 Penalty: 2909.806885
	Iteration 58Q: 3 clusters Score -436356.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -436368.781250 Penalty: 2909.806885
	Iteration 59Q: 3 clusters Score -436368.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -436376.843750 Penalty: 2909.806885
	Iteration 60F: 3 clusters Score -436376.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -436385.093750 Penalty: 2909.806885
	Iteration 61Q: 3 clusters Score -436385.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -436391.531250 Penalty: 2909.806885
	Iteration 62Q: 3 clusters Score -436391.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -436396.562500 Penalty: 2909.806885
	Iteration 63Q: 3 clusters Score -436396.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -436402.375000 Penalty: 2909.806885
	Iteration 64Q: 3 clusters Score -436402.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -436404.937500 Penalty: 2909.806885
	Iteration 65Q: 3 clusters Score -436404.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -436407.656250 Penalty: 2909.806885
	Iteration 66Q: 3 clusters Score -436407.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -436411.031250 Penalty: 2909.806885
	Iteration 67Q: 3 clusters Score -436411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -436412.562500 Penalty: 2909.806885
	Iteration 68Q: 3 clusters Score -436412.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -436414.937500 Penalty: 2909.806885
	Iteration 69Q: 3 clusters Score -436414.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -436418.218750 Penalty: 2909.806885
	Iteration 70Q: 3 clusters Score -436418.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -436423.093750 Penalty: 2909.806885
	Iteration 71Q: 3 clusters Score -436423.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -436431.343750 Penalty: 2909.806885
	Iteration 72Q: 3 clusters Score -436431.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -436437.437500 Penalty: 2909.806885
	Iteration 73Q: 3 clusters Score -436437.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -436443.281250 Penalty: 2909.806885
	Iteration 74Q: 3 clusters Score -436443.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -436444.562500 Penalty: 2909.806885
	Iteration 75Q: 3 clusters Score -436444.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -436448.437500 Penalty: 2909.806885
	Iteration 76Q: 3 clusters Score -436448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -436449.531250 Penalty: 2909.806885
	Iteration 77Q: 3 clusters Score -436449.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -436450.968750 Penalty: 2909.806885
	Iteration 78Q: 3 clusters Score -436451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -436454.812500 Penalty: 2909.806885
	Iteration 79Q: 3 clusters Score -436454.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -436456.156250 Penalty: 2909.806885
	Iteration 80F: 3 clusters Score -436456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -436458.593750 Penalty: 2909.806885
	Iteration 81Q: 3 clusters Score -436458.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -436460.218750 Penalty: 2909.806885
	Iteration 82Q: 3 clusters Score -436460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -436461.031250 Penalty: 2909.806885
	Iteration 83Q: 3 clusters Score -436461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -436462.000000 Penalty: 2909.806885
	Iteration 84Q: 3 clusters Score -436462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -436462.875000 Penalty: 2909.806885
	Iteration 85Q: 3 clusters Score -436462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -436463.250000 Penalty: 2909.806885
	Iteration 86Q: 3 clusters Score -436463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -436464.250000 Penalty: 2909.806885
	Iteration 87Q: 3 clusters Score -436464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -436465.343750 Penalty: 2909.806885
	Iteration 88Q: 3 clusters Score -436465.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -436469.500000 Penalty: 2909.806885
	Iteration 89Q: 3 clusters Score -436469.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -436474.281250 Penalty: 2909.806885
	Iteration 90Q: 3 clusters Score -436474.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -436477.781250 Penalty: 2909.806885
	Iteration 91Q: 3 clusters Score -436477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -436480.062500 Penalty: 2909.806885
	Iteration 92Q: 3 clusters Score -436480.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -436481.812500 Penalty: 2909.806885
	Iteration 93Q: 3 clusters Score -436481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -436482.875000 Penalty: 2909.806885
	Iteration 94Q: 3 clusters Score -436482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -436482.593750 Penalty: 2909.806885
	Iteration 95Q: 3 clusters Score -436482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -436482.468750 Penalty: 2909.806885
	Iteration 96Q: 3 clusters Score -436482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -436483.937500 Penalty: 2909.806885
	Iteration 97Q: 3 clusters Score -436483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -436484.531250 Penalty: 2909.806885
	Iteration 98Q: 3 clusters Score -436484.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -436485.625000 Penalty: 2909.806885
	Iteration 99Q: 3 clusters Score -436485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -436486.218750 Penalty: 2909.806885
	Iteration 100F: 3 clusters Score -436486.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Entering Unmasked Estep 
Score: -2302297.250000 Penalty: 1720.061279
	Iteration 0F: 2 clusters Score -2302297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2275957.500000 Penalty: 3440.122559
	Iteration 0F: 3 clusters Score -2275958 nChanged 18300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2286099.500000 Penalty: 3440.122559
	Iteration 1F: 3 clusters Score -2286100 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2286605.500000 Penalty: 3440.122559
	Iteration 2Q: 3 clusters Score -2286606 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2287210.000000 Penalty: 3440.122559
	Iteration 3Q: 3 clusters Score -2287210 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2287953.000000 Penalty: 3440.122559
	Iteration 4Q: 3 clusters Score -2287953 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2288876.000000 Penalty: 3440.122559
	Iteration 5Q: 3 clusters Score -2288876 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2289961.500000 Penalty: 3440.122559
	Iteration 6F: 3 clusters Score -2289962 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2291160.000000 Penalty: 3440.122559
	Iteration 7F: 3 clusters Score -2291160 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2292263.500000 Penalty: 3440.122559
	Iteration 8F: 3 clusters Score -2292264 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2293227.500000 Penalty: 3440.122559
	Iteration 9Q: 3 clusters Score -2293228 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2294064.500000 Penalty: 3440.122559
	Iteration 10Q: 3 clusters Score -2294064 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2294825.000000 Penalty: 3440.122559
	Iteration 11Q: 3 clusters Score -2294825 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2295531.750000 Penalty: 3440.122559
	Iteration 12Q: 3 clusters Score -2295532 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2296240.250000 Penalty: 3440.122559
	Iteration 13Q: 3 clusters Score -2296240 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2296931.250000 Penalty: 3440.122559
	Iteration 14Q: 3 clusters Score -2296931 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2297580.250000 Penalty: 3440.122559
	Iteration 15Q: 3 clusters Score -2297580 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2298158.000000 Penalty: 3440.122559
	Iteration 16Q: 3 clusters Score -2298158 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2298686.250000 Penalty: 3440.122559
	Iteration 17Q: 3 clusters Score -2298686 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2299101.500000 Penalty: 3440.122559
	Iteration 18Q: 3 clusters Score -2299102 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2299455.500000 Penalty: 3440.122559
	Iteration 19Q: 3 clusters Score -2299456 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2299761.000000 Penalty: 3440.122559
	Iteration 20F: 3 clusters Score -2299761 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2300017.000000 Penalty: 3440.122559
	Iteration 21Q: 3 clusters Score -2300017 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2300196.250000 Penalty: 3440.122559
	Iteration 22Q: 3 clusters Score -2300196 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2300361.000000 Penalty: 3440.122559
	Iteration 23Q: 3 clusters Score -2300361 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2300477.500000 Penalty: 3440.122559
	Iteration 24Q: 3 clusters Score -2300478 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2300572.500000 Penalty: 3440.122559
	Iteration 25Q: 3 clusters Score -2300572 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2300640.500000 Penalty: 3440.122559
	Iteration 26Q: 3 clusters Score -2300640 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2300686.500000 Penalty: 3440.122559
	Iteration 27Q: 3 clusters Score -2300686 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2300725.250000 Penalty: 3440.122559
	Iteration 28Q: 3 clusters Score -2300725 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2300762.000000 Penalty: 3440.122559
	Iteration 29Q: 3 clusters Score -2300762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2300795.750000 Penalty: 3440.122559
	Iteration 30Q: 3 clusters Score -2300796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2300816.750000 Penalty: 3440.122559
	Iteration 31Q: 3 clusters Score -2300817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2300837.000000 Penalty: 3440.122559
	Iteration 32Q: 3 clusters Score -2300837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2300855.000000 Penalty: 3440.122559
	Iteration 33Q: 3 clusters Score -2300855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2300866.500000 Penalty: 3440.122559
	Iteration 34Q: 3 clusters Score -2300866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2300885.500000 Penalty: 3440.122559
	Iteration 35Q: 3 clusters Score -2300886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2300896.750000 Penalty: 3440.122559
	Iteration 36Q: 3 clusters Score -2300897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2300905.250000 Penalty: 3440.122559
	Iteration 37Q: 3 clusters Score -2300905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2300910.250000 Penalty: 3440.122559
	Iteration 38Q: 3 clusters Score -2300910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2300913.750000 Penalty: 3440.122559
	Iteration 39Q: 3 clusters Score -2300914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2300918.000000 Penalty: 3440.122559
	Iteration 40F: 3 clusters Score -2300918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2300922.250000 Penalty: 3440.122559
	Iteration 41Q: 3 clusters Score -2300922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2300926.250000 Penalty: 3440.122559
	Iteration 42Q: 3 clusters Score -2300926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2300929.750000 Penalty: 3440.122559
	Iteration 43Q: 3 clusters Score -2300930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2300932.250000 Penalty: 3440.122559
	Iteration 44Q: 3 clusters Score -2300932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2300935.500000 Penalty: 3440.122559
	Iteration 45Q: 3 clusters Score -2300936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2300936.000000 Penalty: 3440.122559
	Iteration 46Q: 3 clusters Score -2300936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2300939.000000 Penalty: 3440.122559
	Iteration 47Q: 3 clusters Score -2300939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2300942.000000 Penalty: 3440.122559
	Iteration 48Q: 3 clusters Score -2300942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2300944.500000 Penalty: 3440.122559
	Iteration 49Q: 3 clusters Score -2300944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2300949.000000 Penalty: 3440.122559
	Iteration 50Q: 3 clusters Score -2300949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2300951.750000 Penalty: 3440.122559
	Iteration 51Q: 3 clusters Score -2300952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2300952.750000 Penalty: 3440.122559
	Iteration 52Q: 3 clusters Score -2300953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2300955.250000 Penalty: 3440.122559
	Iteration 53Q: 3 clusters Score -2300955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2300956.750000 Penalty: 3440.122559
	Iteration 54Q: 3 clusters Score -2300957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2300954.750000 Penalty: 3440.122559
	Iteration 55Q: 3 clusters Score -2300955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2300957.750000 Penalty: 3440.122559
	Iteration 56Q: 3 clusters Score -2300958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2300959.000000 Penalty: 3440.122559
	Iteration 57Q: 3 clusters Score -2300959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2300956.250000 Penalty: 3440.122559
	Iteration 58Q: 3 clusters Score -2300956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2300958.000000 Penalty: 3440.122559
	Iteration 59Q: 3 clusters Score -2300958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2300958.500000 Penalty: 3440.122559
	Iteration 60F: 3 clusters Score -2300958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Entering Unmasked Estep 
Score: -305754.843750 Penalty: 1402.198486
	Iteration 0F: 2 clusters Score -305754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -301359.125000 Penalty: 2804.396973
	Iteration 0F: 3 clusters Score -301359.1 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -302712.562500 Penalty: 2804.396973
	Iteration 1F: 3 clusters Score -302712.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -302957.156250 Penalty: 2804.396973
	Iteration 2F: 3 clusters Score -302957.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -303138.156250 Penalty: 2804.396973
	Iteration 3F: 3 clusters Score -303138.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -303283.000000 Penalty: 2804.396973
	Iteration 4Q: 3 clusters Score -303283 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -303398.468750 Penalty: 2804.396973
	Iteration 5Q: 3 clusters Score -303398.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -303512.406250 Penalty: 2804.396973
	Iteration 6Q: 3 clusters Score -303512.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -303614.906250 Penalty: 2804.396973
	Iteration 7Q: 3 clusters Score -303614.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -303707.031250 Penalty: 2804.396973
	Iteration 8Q: 3 clusters Score -303707 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -303790.718750 Penalty: 2804.396973
	Iteration 9Q: 3 clusters Score -303790.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -303871.375000 Penalty: 2804.396973
	Iteration 10Q: 3 clusters Score -303871.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -303981.625000 Penalty: 2804.396973
	Iteration 11Q: 3 clusters Score -303981.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -304103.312500 Penalty: 2804.396973
	Iteration 12Q: 3 clusters Score -304103.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -304254.375000 Penalty: 2804.396973
	Iteration 13Q: 3 clusters Score -304254.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -304378.843750 Penalty: 2804.396973
	Iteration 14Q: 3 clusters Score -304378.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -304487.031250 Penalty: 2804.396973
	Iteration 15Q: 3 clusters Score -304487 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -304580.281250 Penalty: 2804.396973
	Iteration 16Q: 3 clusters Score -304580.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -304644.562500 Penalty: 2804.396973
	Iteration 17Q: 3 clusters Score -304644.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -304697.531250 Penalty: 2804.396973
	Iteration 18Q: 3 clusters Score -304697.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -304735.093750 Penalty: 2804.396973
	Iteration 19Q: 3 clusters Score -304735.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -304766.062500 Penalty: 2804.396973
	Iteration 20F: 3 clusters Score -304766.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -304793.625000 Penalty: 2804.396973
	Iteration 21Q: 3 clusters Score -304793.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -304815.531250 Penalty: 2804.396973
	Iteration 22Q: 3 clusters Score -304815.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -304833.093750 Penalty: 2804.396973
	Iteration 23Q: 3 clusters Score -304833.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -304843.187500 Penalty: 2804.396973
	Iteration 24Q: 3 clusters Score -304843.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -304852.218750 Penalty: 2804.396973
	Iteration 25Q: 3 clusters Score -304852.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -304860.218750 Penalty: 2804.396973
	Iteration 26Q: 3 clusters Score -304860.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -304870.750000 Penalty: 2804.396973
	Iteration 27Q: 3 clusters Score -304870.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -304881.250000 Penalty: 2804.396973
	Iteration 28Q: 3 clusters Score -304881.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -304893.031250 Penalty: 2804.396973
	Iteration 29Q: 3 clusters Score -304893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -304909.656250 Penalty: 2804.396973
	Iteration 30Q: 3 clusters Score -304909.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -304936.593750 Penalty: 2804.396973
	Iteration 31Q: 3 clusters Score -304936.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -304966.718750 Penalty: 2804.396973
	Iteration 32Q: 3 clusters Score -304966.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -304988.031250 Penalty: 2804.396973
	Iteration 33Q: 3 clusters Score -304988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -305006.906250 Penalty: 2804.396973
	Iteration 34Q: 3 clusters Score -305006.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -305023.562500 Penalty: 2804.396973
	Iteration 35Q: 3 clusters Score -305023.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -305048.093750 Penalty: 2804.396973
	Iteration 36Q: 3 clusters Score -305048.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -305072.531250 Penalty: 2804.396973
	Iteration 37Q: 3 clusters Score -305072.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -305090.875000 Penalty: 2804.396973
	Iteration 38Q: 3 clusters Score -305090.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -305101.593750 Penalty: 2804.396973
	Iteration 39Q: 3 clusters Score -305101.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -305122.937500 Penalty: 2804.396973
	Iteration 40F: 3 clusters Score -305122.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -305146.000000 Penalty: 2804.396973
	Iteration 41Q: 3 clusters Score -305146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -305168.562500 Penalty: 2804.396973
	Iteration 42Q: 3 clusters Score -305168.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -305185.187500 Penalty: 2804.396973
	Iteration 43Q: 3 clusters Score -305185.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -305201.531250 Penalty: 2804.396973
	Iteration 44Q: 3 clusters Score -305201.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -305214.625000 Penalty: 2804.396973
	Iteration 45Q: 3 clusters Score -305214.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -305226.656250 Penalty: 2804.396973
	Iteration 46Q: 3 clusters Score -305226.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -305238.406250 Penalty: 2804.396973
	Iteration 47Q: 3 clusters Score -305238.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -305250.406250 Penalty: 2804.396973
	Iteration 48Q: 3 clusters Score -305250.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -305264.437500 Penalty: 2804.396973
	Iteration 49Q: 3 clusters Score -305264.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -305280.312500 Penalty: 2804.396973
	Iteration 50Q: 3 clusters Score -305280.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -305313.906250 Penalty: 2804.396973
	Iteration 51Q: 3 clusters Score -305313.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -305380.718750 Penalty: 2804.396973
	Iteration 52Q: 3 clusters Score -305380.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -305458.843750 Penalty: 2804.396973
	Iteration 53Q: 3 clusters Score -305458.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -305509.937500 Penalty: 2804.396973
	Iteration 54Q: 3 clusters Score -305509.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -305528.875000 Penalty: 2804.396973
	Iteration 55Q: 3 clusters Score -305528.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -305532.562500 Penalty: 2804.396973
	Iteration 56Q: 3 clusters Score -305532.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -305537.468750 Penalty: 2804.396973
	Iteration 57Q: 3 clusters Score -305537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -305539.437500 Penalty: 2804.396973
	Iteration 58Q: 3 clusters Score -305539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -305541.375000 Penalty: 2804.396973
	Iteration 59Q: 3 clusters Score -305541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -305542.812500 Penalty: 2804.396973
	Iteration 60F: 3 clusters Score -305542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -305543.031250 Penalty: 2804.396973
	Iteration 61Q: 3 clusters Score -305543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -305543.031250 Penalty: 2804.396973
	Iteration 62Q: 3 clusters Score -305543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -305544.031250 Penalty: 2804.396973
	Iteration 63Q: 3 clusters Score -305544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -305545.125000 Penalty: 2804.396973
	Iteration 64Q: 3 clusters Score -305545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -305545.468750 Penalty: 2804.396973
	Iteration 65Q: 3 clusters Score -305545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -305546.156250 Penalty: 2804.396973
	Iteration 66Q: 3 clusters Score -305546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -305547.500000 Penalty: 2804.396973
	Iteration 67Q: 3 clusters Score -305547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -305548.125000 Penalty: 2804.396973
	Iteration 68Q: 3 clusters Score -305548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -305548.125000 Penalty: 2804.396973
	Iteration 69F: 3 clusters Score -305548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Entering Unmasked Estep 
Score: -2216996.250000 Penalty: 1737.333984
	Iteration 0F: 2 clusters Score -2216996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2187530.250000 Penalty: 3474.667969
	Iteration 0F: 3 clusters Score -2187530 nChanged 20652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2199559.250000 Penalty: 3474.667969
	Iteration 1F: 3 clusters Score -2199559 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2200364.250000 Penalty: 3474.667969
	Iteration 2Q: 3 clusters Score -2200364 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2201234.000000 Penalty: 3474.667969
	Iteration 3Q: 3 clusters Score -2201234 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2202216.750000 Penalty: 3474.667969
	Iteration 4F: 3 clusters Score -2202217 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2203416.000000 Penalty: 3474.667969
	Iteration 5F: 3 clusters Score -2203416 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -2204686.750000 Penalty: 3474.667969
	Iteration 6F: 3 clusters Score -2204687 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2206080.000000 Penalty: 3474.667969
	Iteration 7F: 3 clusters Score -2206080 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2207416.750000 Penalty: 3474.667969
	Iteration 8F: 3 clusters Score -2207417 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2208418.250000 Penalty: 3474.667969
	Iteration 9Q: 3 clusters Score -2208418 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2209042.250000 Penalty: 3474.667969
	Iteration 10Q: 3 clusters Score -2209042 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2209375.750000 Penalty: 3474.667969
	Iteration 11Q: 3 clusters Score -2209376 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2209547.750000 Penalty: 3474.667969
	Iteration 12Q: 3 clusters Score -2209548 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2209666.500000 Penalty: 3474.667969
	Iteration 13Q: 3 clusters Score -2209666 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2209771.250000 Penalty: 3474.667969
	Iteration 14Q: 3 clusters Score -2209771 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -2209877.750000 Penalty: 3474.667969
	Iteration 15Q: 3 clusters Score -2209878 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -2209962.250000 Penalty: 3474.667969
	Iteration 16Q: 3 clusters Score -2209962 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -2210041.500000 Penalty: 3474.667969
	Iteration 17Q: 3 clusters Score -2210042 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -2210112.000000 Penalty: 3474.667969
	Iteration 18Q: 3 clusters Score -2210112 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -2210185.250000 Penalty: 3474.667969
	Iteration 19Q: 3 clusters Score -2210185 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -2210262.750000 Penalty: 3474.667969
	Iteration 20F: 3 clusters Score -2210263 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2210323.500000 Penalty: 3474.667969
	Iteration 21Q: 3 clusters Score -2210324 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -2210397.750000 Penalty: 3474.667969
	Iteration 22Q: 3 clusters Score -2210398 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2210471.500000 Penalty: 3474.667969
	Iteration 23Q: 3 clusters Score -2210472 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -2210525.750000 Penalty: 3474.667969
	Iteration 24Q: 3 clusters Score -2210526 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -2210613.250000 Penalty: 3474.667969
	Iteration 25Q: 3 clusters Score -2210613 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -2210688.250000 Penalty: 3474.667969
	Iteration 26Q: 3 clusters Score -2210688 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -2210796.500000 Penalty: 3474.667969
	Iteration 27Q: 3 clusters Score -2210796 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2210903.500000 Penalty: 3474.667969
	Iteration 28Q: 3 clusters Score -2210904 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -2211012.750000 Penalty: 3474.667969
	Iteration 29Q: 3 clusters Score -2211013 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -2211159.000000 Penalty: 3474.667969
	Iteration 30Q: 3 clusters Score -2211159 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -2211323.000000 Penalty: 3474.667969
	Iteration 31Q: 3 clusters Score -2211323 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -2211473.000000 Penalty: 3474.667969
	Iteration 32Q: 3 clusters Score -2211473 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -2211622.250000 Penalty: 3474.667969
	Iteration 33Q: 3 clusters Score -2211622 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -2211755.750000 Penalty: 3474.667969
	Iteration 34Q: 3 clusters Score -2211756 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -2211867.500000 Penalty: 3474.667969
	Iteration 35Q: 3 clusters Score -2211868 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -2211964.500000 Penalty: 3474.667969
	Iteration 36Q: 3 clusters Score -2211964 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -2212058.250000 Penalty: 3474.667969
	Iteration 37Q: 3 clusters Score -2212058 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -2212141.250000 Penalty: 3474.667969
	Iteration 38Q: 3 clusters Score -2212141 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -2212207.750000 Penalty: 3474.667969
	Iteration 39Q: 3 clusters Score -2212208 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -2212282.750000 Penalty: 3474.667969
	Iteration 40F: 3 clusters Score -2212283 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -2212347.250000 Penalty: 3474.667969
	Iteration 41Q: 3 clusters Score -2212347 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -2212438.000000 Penalty: 3474.667969
	Iteration 42Q: 3 clusters Score -2212438 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -2212527.750000 Penalty: 3474.667969
	Iteration 43Q: 3 clusters Score -2212528 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -2212613.500000 Penalty: 3474.667969
	Iteration 44Q: 3 clusters Score -2212614 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -2212708.750000 Penalty: 3474.667969
	Iteration 45Q: 3 clusters Score -2212709 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -2212788.250000 Penalty: 3474.667969
	Iteration 46Q: 3 clusters Score -2212788 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -2212873.250000 Penalty: 3474.667969
	Iteration 47Q: 3 clusters Score -2212873 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -2212945.250000 Penalty: 3474.667969
	Iteration 48Q: 3 clusters Score -2212945 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -2213022.250000 Penalty: 3474.667969
	Iteration 49Q: 3 clusters Score -2213022 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -2213115.250000 Penalty: 3474.667969
	Iteration 50Q: 3 clusters Score -2213115 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -2213183.000000 Penalty: 3474.667969
	Iteration 51Q: 3 clusters Score -2213183 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -2213258.250000 Penalty: 3474.667969
	Iteration 52Q: 3 clusters Score -2213258 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -2213354.750000 Penalty: 3474.667969
	Iteration 53Q: 3 clusters Score -2213355 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -2213451.000000 Penalty: 3474.667969
	Iteration 54Q: 3 clusters Score -2213451 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -2213536.000000 Penalty: 3474.667969
	Iteration 55Q: 3 clusters Score -2213536 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -2213622.000000 Penalty: 3474.667969
	Iteration 56Q: 3 clusters Score -2213622 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -2213699.250000 Penalty: 3474.667969
	Iteration 57Q: 3 clusters Score -2213699 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2214018 nChanged 316
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Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2214130 nChanged 334
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Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2214238 nChanged 320
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Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2214352 nChanged 300
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Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2214478 nChanged 323
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Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2214625 nChanged 328
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Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2214786 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2214933 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2215072 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2215212 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2215324 nChanged 228
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Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2215424 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2215518 nChanged 182
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Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2215611 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2215702 nChanged 146
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Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2215762 nChanged 120
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Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2215822 nChanged 121
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Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2215871 nChanged 101
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Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2215920 nChanged 91
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Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2215946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2215976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2215997 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2216018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -2216029.000000 Penalty: 3474.667969
	Iteration 83Q: 3 clusters Score -2216029 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2216044 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2216052 nChanged 21
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Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2216058 nChanged 25
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Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2216062 nChanged 23
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Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2216068 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2216072 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2216083 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2216086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -2216092.250000 Penalty: 3474.667969
	Iteration 92Q: 3 clusters Score -2216092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2216098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -2216104.500000 Penalty: 3474.667969
	Iteration 94Q: 3 clusters Score -2216104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -2216125.750000 Penalty: 3474.667969
	Iteration 95Q: 3 clusters Score -2216126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -2216138.000000 Penalty: 3474.667969
	Iteration 96Q: 3 clusters Score -2216138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -2216151.750000 Penalty: 3474.667969
	Iteration 97Q: 3 clusters Score -2216152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -2216171.750000 Penalty: 3474.667969
	Iteration 98Q: 3 clusters Score -2216172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -2216203.250000 Penalty: 3474.667969
	Iteration 99Q: 3 clusters Score -2216203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -2216223.250000 Penalty: 3474.667969
	Iteration 100F: 3 clusters Score -2216223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -2216245.000000 Penalty: 3474.667969
	Iteration 101Q: 3 clusters Score -2216245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -2216260.000000 Penalty: 3474.667969
	Iteration 102Q: 3 clusters Score -2216260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -2216268.000000 Penalty: 3474.667969
	Iteration 103Q: 3 clusters Score -2216268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -2216282.000000 Penalty: 3474.667969
	Iteration 104Q: 3 clusters Score -2216282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -2216284.250000 Penalty: 3474.667969
	Iteration 105Q: 3 clusters Score -2216284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -2216284.500000 Penalty: 3474.667969
	Iteration 106Q: 3 clusters Score -2216284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2216286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -2216289.750000 Penalty: 3474.667969
	Iteration 108Q: 3 clusters Score -2216290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -2216291.750000 Penalty: 3474.667969
	Iteration 109Q: 3 clusters Score -2216292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -2216295.000000 Penalty: 3474.667969
	Iteration 110Q: 3 clusters Score -2216295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -2216298.500000 Penalty: 3474.667969
	Iteration 111Q: 3 clusters Score -2216298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -2216299.250000 Penalty: 3474.667969
	Iteration 112Q: 3 clusters Score -2216299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -2216303.500000 Penalty: 3474.667969
	Iteration 113Q: 3 clusters Score -2216304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2216306 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -2216310.000000 Penalty: 3474.667969
	Iteration 115Q: 3 clusters Score -2216310 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -2216314.250000 Penalty: 3474.667969
	Iteration 116Q: 3 clusters Score -2216314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -2216318.500000 Penalty: 3474.667969
	Iteration 117Q: 3 clusters Score -2216318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -2216321.000000 Penalty: 3474.667969
	Iteration 118Q: 3 clusters Score -2216321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -2216321.000000 Penalty: 3474.667969
	Iteration 119Q: 3 clusters Score -2216321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -2216322.000000 Penalty: 3474.667969
	Iteration 120F: 3 clusters Score -2216322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -2216326.750000 Penalty: 3474.667969
	Iteration 121Q: 3 clusters Score -2216327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -2216328.750000 Penalty: 3474.667969
	Iteration 122Q: 3 clusters Score -2216329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -2216334.000000 Penalty: 3474.667969
	Iteration 123Q: 3 clusters Score -2216334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -2216339.500000 Penalty: 3474.667969
	Iteration 124Q: 3 clusters Score -2216340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -2216343.250000 Penalty: 3474.667969
	Iteration 125Q: 3 clusters Score -2216343 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -2216345.500000 Penalty: 3474.667969
	Iteration 126Q: 3 clusters Score -2216346 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -2216351.500000 Penalty: 3474.667969
	Iteration 127Q: 3 clusters Score -2216352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -2216356.750000 Penalty: 3474.667969
	Iteration 128Q: 3 clusters Score -2216357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -2216361.500000 Penalty: 3474.667969
	Iteration 129Q: 3 clusters Score -2216362 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -2216367.500000 Penalty: 3474.667969
	Iteration 130Q: 3 clusters Score -2216368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -2216376.250000 Penalty: 3474.667969
	Iteration 131Q: 3 clusters Score -2216376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -2216382.000000 Penalty: 3474.667969
	Iteration 132Q: 3 clusters Score -2216382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -2216391.000000 Penalty: 3474.667969
	Iteration 133Q: 3 clusters Score -2216391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -2216397.000000 Penalty: 3474.667969
	Iteration 134Q: 3 clusters Score -2216397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -2216402.250000 Penalty: 3474.667969
	Iteration 135Q: 3 clusters Score -2216402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -2216403.000000 Penalty: 3474.667969
	Iteration 136Q: 3 clusters Score -2216403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2216404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -2216404.000000 Penalty: 3474.667969
	Iteration 138Q: 3 clusters Score -2216404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2216404 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2216404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -94433.023438 Penalty: 1244.538696
	Iteration 0F: 2 clusters Score -94433.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -92371.945312 Penalty: 2489.077393
	Iteration 0F: 3 clusters Score -92371.95 nChanged 742
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -92874.76 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -92971.570312 Penalty: 2489.077393
	Iteration 2F: 3 clusters Score -92971.57 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -93040.085938 Penalty: 2489.077393
	Iteration 3Q: 3 clusters Score -93040.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -93081.820312 Penalty: 2489.077393
	Iteration 4Q: 3 clusters Score -93081.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -93114.406250 Penalty: 2489.077393
	Iteration 5Q: 3 clusters Score -93114.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -93141.320312 Penalty: 2489.077393
	Iteration 6Q: 3 clusters Score -93141.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -93166.585938 Penalty: 2489.077393
	Iteration 7Q: 3 clusters Score -93166.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -93188.773438 Penalty: 2489.077393
	Iteration 8Q: 3 clusters Score -93188.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -93217.351562 Penalty: 2489.077393
	Iteration 9Q: 3 clusters Score -93217.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -93237.562500 Penalty: 2489.077393
	Iteration 10Q: 3 clusters Score -93237.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -93257.789062 Penalty: 2489.077393
	Iteration 11Q: 3 clusters Score -93257.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93274.460938 Penalty: 2489.077393
	Iteration 12Q: 3 clusters Score -93274.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -93285.632812 Penalty: 2489.077393
	Iteration 13Q: 3 clusters Score -93285.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93298.695312 Penalty: 2489.077393
	Iteration 14Q: 3 clusters Score -93298.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93315.476562 Penalty: 2489.077393
	Iteration 15Q: 3 clusters Score -93315.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -93330.726562 Penalty: 2489.077393
	Iteration 16Q: 3 clusters Score -93330.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -93340.382812 Penalty: 2489.077393
	Iteration 17Q: 3 clusters Score -93340.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -93353.242188 Penalty: 2489.077393
	Iteration 18Q: 3 clusters Score -93353.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93366.765625 Penalty: 2489.077393
	Iteration 19Q: 3 clusters Score -93366.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -93377.507812 Penalty: 2489.077393
	Iteration 20F: 3 clusters Score -93377.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -93385.781250 Penalty: 2489.077393
	Iteration 21Q: 3 clusters Score -93385.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93393.648438 Penalty: 2489.077393
	Iteration 22Q: 3 clusters Score -93393.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93400.484375 Penalty: 2489.077393
	Iteration 23Q: 3 clusters Score -93400.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93403.843750 Penalty: 2489.077393
	Iteration 24Q: 3 clusters Score -93403.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93405.343750 Penalty: 2489.077393
	Iteration 25Q: 3 clusters Score -93405.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93405.343750 Penalty: 2489.077393
	Iteration 26F: 3 clusters Score -93405.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Entering Unmasked Estep 
Score: -507691.625000 Penalty: 1476.313110
	Iteration 0F: 2 clusters Score -507691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -501231.781250 Penalty: 2952.626221
	Iteration 0F: 3 clusters Score -501231.8 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -503255.593750 Penalty: 2952.626221
	Iteration 1F: 3 clusters Score -503255.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -503501.937500 Penalty: 2952.626221
	Iteration 2F: 3 clusters Score -503501.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -503716.812500 Penalty: 2952.626221
	Iteration 3F: 3 clusters Score -503716.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -503944.187500 Penalty: 2952.626221
	Iteration 4Q: 3 clusters Score -503944.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -504176.218750 Penalty: 2952.626221
	Iteration 5Q: 3 clusters Score -504176.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -504416.937500 Penalty: 2952.626221
	Iteration 6Q: 3 clusters Score -504416.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -504715.843750 Penalty: 2952.626221
	Iteration 7Q: 3 clusters Score -504715.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -505016.125000 Penalty: 2952.626221
	Iteration 8Q: 3 clusters Score -505016.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -505362.031250 Penalty: 2952.626221
	Iteration 9Q: 3 clusters Score -505362 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -505675.875000 Penalty: 2952.626221
	Iteration 10Q: 3 clusters Score -505675.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -505894.937500 Penalty: 2952.626221
	Iteration 11Q: 3 clusters Score -505894.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -506048.375000 Penalty: 2952.626221
	Iteration 12Q: 3 clusters Score -506048.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -506167.375000 Penalty: 2952.626221
	Iteration 13Q: 3 clusters Score -506167.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -506233.312500 Penalty: 2952.626221
	Iteration 14Q: 3 clusters Score -506233.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -506266.875000 Penalty: 2952.626221
	Iteration 15Q: 3 clusters Score -506266.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -506298.093750 Penalty: 2952.626221
	Iteration 16Q: 3 clusters Score -506298.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -506314.187500 Penalty: 2952.626221
	Iteration 17Q: 3 clusters Score -506314.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -506328.156250 Penalty: 2952.626221
	Iteration 18Q: 3 clusters Score -506328.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -506339.312500 Penalty: 2952.626221
	Iteration 19Q: 3 clusters Score -506339.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -506346.406250 Penalty: 2952.626221
	Iteration 20F: 3 clusters Score -506346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -506354.343750 Penalty: 2952.626221
	Iteration 21Q: 3 clusters Score -506354.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -506365.250000 Penalty: 2952.626221
	Iteration 22Q: 3 clusters Score -506365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -506376.531250 Penalty: 2952.626221
	Iteration 23Q: 3 clusters Score -506376.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -506379.437500 Penalty: 2952.626221
	Iteration 24Q: 3 clusters Score -506379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -506383.156250 Penalty: 2952.626221
	Iteration 25Q: 3 clusters Score -506383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -506386.562500 Penalty: 2952.626221
	Iteration 26Q: 3 clusters Score -506386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -506388.875000 Penalty: 2952.626221
	Iteration 27Q: 3 clusters Score -506388.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -506394.562500 Penalty: 2952.626221
	Iteration 28Q: 3 clusters Score -506394.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -506401.187500 Penalty: 2952.626221
	Iteration 29Q: 3 clusters Score -506401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -506401.437500 Penalty: 2952.626221
	Iteration 30Q: 3 clusters Score -506401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -506402.281250 Penalty: 2952.626221
	Iteration 31Q: 3 clusters Score -506402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -506403.343750 Penalty: 2952.626221
	Iteration 32Q: 3 clusters Score -506403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -506403.593750 Penalty: 2952.626221
	Iteration 33Q: 3 clusters Score -506403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -506407.281250 Penalty: 2952.626221
	Iteration 34Q: 3 clusters Score -506407.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -506407.406250 Penalty: 2952.626221
	Iteration 35Q: 3 clusters Score -506407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -506407.406250 Penalty: 2952.626221
	Iteration 36Q: 3 clusters Score -506407.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -506407.406250 Penalty: 2952.626221
	Iteration 37F: 3 clusters Score -506407.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Entering Unmasked Estep 
Score: -137791.515625 Penalty: 1299.456299
	Iteration 0F: 2 clusters Score -137791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -135122.125000 Penalty: 2598.912598
	Iteration 0F: 3 clusters Score -135122.1 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -135898.015625 Penalty: 2598.912598
	Iteration 1F: 3 clusters Score -135898 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -136131.703125 Penalty: 2598.912598
	Iteration 2F: 3 clusters Score -136131.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -136268.890625 Penalty: 2598.912598
	Iteration 3F: 3 clusters Score -136268.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -136355.187500 Penalty: 2598.912598
	Iteration 4Q: 3 clusters Score -136355.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -136411.921875 Penalty: 2598.912598
	Iteration 5Q: 3 clusters Score -136411.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -136458.796875 Penalty: 2598.912598
	Iteration 6Q: 3 clusters Score -136458.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -136491.062500 Penalty: 2598.912598
	Iteration 7Q: 3 clusters Score -136491.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -136525.984375 Penalty: 2598.912598
	Iteration 8Q: 3 clusters Score -136526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -136567.687500 Penalty: 2598.912598
	Iteration 9Q: 3 clusters Score -136567.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -136607.890625 Penalty: 2598.912598
	Iteration 10Q: 3 clusters Score -136607.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -136636.562500 Penalty: 2598.912598
	Iteration 11Q: 3 clusters Score -136636.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -136649.609375 Penalty: 2598.912598
	Iteration 12Q: 3 clusters Score -136649.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -136658.687500 Penalty: 2598.912598
	Iteration 13Q: 3 clusters Score -136658.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -136670.968750 Penalty: 2598.912598
	Iteration 14Q: 3 clusters Score -136671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -136686.703125 Penalty: 2598.912598
	Iteration 15Q: 3 clusters Score -136686.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -136696.687500 Penalty: 2598.912598
	Iteration 16Q: 3 clusters Score -136696.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -136706.375000 Penalty: 2598.912598
	Iteration 17Q: 3 clusters Score -136706.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -136718.078125 Penalty: 2598.912598
	Iteration 18Q: 3 clusters Score -136718.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -136730.531250 Penalty: 2598.912598
	Iteration 19Q: 3 clusters Score -136730.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -136739.734375 Penalty: 2598.912598
	Iteration 20F: 3 clusters Score -136739.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -136748.000000 Penalty: 2598.912598
	Iteration 21Q: 3 clusters Score -136748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -136753.843750 Penalty: 2598.912598
	Iteration 22Q: 3 clusters Score -136753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -136759.828125 Penalty: 2598.912598
	Iteration 23Q: 3 clusters Score -136759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -136764.750000 Penalty: 2598.912598
	Iteration 24Q: 3 clusters Score -136764.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -136767.328125 Penalty: 2598.912598
	Iteration 25Q: 3 clusters Score -136767.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -136769.875000 Penalty: 2598.912598
	Iteration 26Q: 3 clusters Score -136769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -136774.156250 Penalty: 2598.912598
	Iteration 27Q: 3 clusters Score -136774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -136776.765625 Penalty: 2598.912598
	Iteration 28Q: 3 clusters Score -136776.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -136780.484375 Penalty: 2598.912598
	Iteration 29Q: 3 clusters Score -136780.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -136782.953125 Penalty: 2598.912598
	Iteration 30Q: 3 clusters Score -136783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -136785.859375 Penalty: 2598.912598
	Iteration 31Q: 3 clusters Score -136785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -136788.750000 Penalty: 2598.912598
	Iteration 32Q: 3 clusters Score -136788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -136790.953125 Penalty: 2598.912598
	Iteration 33Q: 3 clusters Score -136791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -136792.843750 Penalty: 2598.912598
	Iteration 34Q: 3 clusters Score -136792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -136795.062500 Penalty: 2598.912598
	Iteration 35Q: 3 clusters Score -136795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -136797.109375 Penalty: 2598.912598
	Iteration 36Q: 3 clusters Score -136797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -136798.156250 Penalty: 2598.912598
	Iteration 37Q: 3 clusters Score -136798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -136798.859375 Penalty: 2598.912598
	Iteration 38Q: 3 clusters Score -136798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -136799.062500 Penalty: 2598.912598
	Iteration 39Q: 3 clusters Score -136799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -136798.953125 Penalty: 2598.912598
	Iteration 40F: 3 clusters Score -136799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -124147.304688 Penalty: 1260.033569
	Iteration 0F: 2 clusters Score -124147.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -121847.906250 Penalty: 2520.067139
	Iteration 0F: 3 clusters Score -121847.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -122373.781250 Penalty: 2520.067139
	Iteration 1F: 3 clusters Score -122373.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -122566.851562 Penalty: 2520.067139
	Iteration 2F: 3 clusters Score -122566.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -122685.835938 Penalty: 2520.067139
	Iteration 3F: 3 clusters Score -122685.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -122759.226562 Penalty: 2520.067139
	Iteration 4Q: 3 clusters Score -122759.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -122817.968750 Penalty: 2520.067139
	Iteration 5Q: 3 clusters Score -122818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -122870.164062 Penalty: 2520.067139
	Iteration 6Q: 3 clusters Score -122870.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -122912.828125 Penalty: 2520.067139
	Iteration 7Q: 3 clusters Score -122912.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -122957.867188 Penalty: 2520.067139
	Iteration 8Q: 3 clusters Score -122957.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -123003.171875 Penalty: 2520.067139
	Iteration 9Q: 3 clusters Score -123003.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -123032.257812 Penalty: 2520.067139
	Iteration 10Q: 3 clusters Score -123032.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -123061.265625 Penalty: 2520.067139
	Iteration 11Q: 3 clusters Score -123061.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -123095.429688 Penalty: 2520.067139
	Iteration 12Q: 3 clusters Score -123095.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -123127.054688 Penalty: 2520.067139
	Iteration 13Q: 3 clusters Score -123127.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -123154.734375 Penalty: 2520.067139
	Iteration 14Q: 3 clusters Score -123154.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -123179.492188 Penalty: 2520.067139
	Iteration 15Q: 3 clusters Score -123179.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -123213.601562 Penalty: 2520.067139
	Iteration 16Q: 3 clusters Score -123213.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -123248.296875 Penalty: 2520.067139
	Iteration 17Q: 3 clusters Score -123248.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -123276.000000 Penalty: 2520.067139
	Iteration 18Q: 3 clusters Score -123276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -123296.421875 Penalty: 2520.067139
	Iteration 19Q: 3 clusters Score -123296.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -123309.148438 Penalty: 2520.067139
	Iteration 20F: 3 clusters Score -123309.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -123314.531250 Penalty: 2520.067139
	Iteration 21Q: 3 clusters Score -123314.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -123319.265625 Penalty: 2520.067139
	Iteration 22Q: 3 clusters Score -123319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -123323.835938 Penalty: 2520.067139
	Iteration 23Q: 3 clusters Score -123323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -123327.023438 Penalty: 2520.067139
	Iteration 24Q: 3 clusters Score -123327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -123329.875000 Penalty: 2520.067139
	Iteration 25Q: 3 clusters Score -123329.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -123335.390625 Penalty: 2520.067139
	Iteration 26Q: 3 clusters Score -123335.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -123339.953125 Penalty: 2520.067139
	Iteration 27Q: 3 clusters Score -123340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -123341.890625 Penalty: 2520.067139
	Iteration 28Q: 3 clusters Score -123341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -123341.890625 Penalty: 2520.067139
	Iteration 29F: 3 clusters Score -123341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -235142.406250 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -235142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -231765.843750 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -231765.8 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -232643.421875 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -232643.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -232797.250000 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -232797.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -232921.156250 Penalty: 2698.719482
	Iteration 3F: 3 clusters Score -232921.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -233013.703125 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -233013.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -233101.937500 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -233101.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -233180.453125 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -233180.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -233274.625000 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -233274.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -233387.406250 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -233387.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -233510.468750 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -233510.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -233669.640625 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -233669.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -233829.609375 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -233829.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -233971.437500 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -233971.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -234106.750000 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -234106.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -234208.390625 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -234208.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -234256.968750 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -234257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -234275.281250 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -234275.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -234284.734375 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -234284.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -234290.515625 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -234290.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -234296.562500 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -234296.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -234299.890625 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -234299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -234303.437500 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -234303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -234305.312500 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -234305.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -234306.781250 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -234306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -234306.718750 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -234306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -234306.578125 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -234306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -234306.718750 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -234306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -234306.718750 Penalty: 2698.719482
	Iteration 27F: 3 clusters Score -234306.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -179093.156250 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -179093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -176248.281250 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -176248.3 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -177102.656250 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -177102.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -177451.703125 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -177451.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -177733.328125 Penalty: 2626.177979
	Iteration 3F: 3 clusters Score -177733.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -177998.609375 Penalty: 2626.177979
	Iteration 4F: 3 clusters Score -177998.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178213.171875 Penalty: 2626.177979
	Iteration 5F: 3 clusters Score -178213.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -178334.078125 Penalty: 2626.177979
	Iteration 6Q: 3 clusters Score -178334.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178399.390625 Penalty: 2626.177979
	Iteration 7Q: 3 clusters Score -178399.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -178453.875000 Penalty: 2626.177979
	Iteration 8Q: 3 clusters Score -178453.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -178488.546875 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -178488.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -178511.593750 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -178511.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -178527.281250 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -178527.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -178538.281250 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -178538.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -178546.218750 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -178546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -178552.140625 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -178552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -178558.671875 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -178558.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -178567.296875 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -178567.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -178571.921875 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -178571.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -178576.046875 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -178576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -178582.921875 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -178582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -178588.093750 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -178588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -178589.750000 Penalty: 2626.177979
	Iteration 21Q: 3 clusters Score -178589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -178592.375000 Penalty: 2626.177979
	Iteration 22Q: 3 clusters Score -178592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -178594.750000 Penalty: 2626.177979
	Iteration 23Q: 3 clusters Score -178594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -178596.328125 Penalty: 2626.177979
	Iteration 24Q: 3 clusters Score -178596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -178596.187500 Penalty: 2626.177979
	Iteration 25Q: 3 clusters Score -178596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -178596.187500 Penalty: 2626.177979
	Iteration 26F: 3 clusters Score -178596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -134775.578125 Penalty: 1302.383301
	Iteration 0F: 2 clusters Score -134775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -132074.703125 Penalty: 2604.766602
	Iteration 0F: 3 clusters Score -132074.7 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -132884.515625 Penalty: 2604.766602
	Iteration 1F: 3 clusters Score -132884.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -133112.390625 Penalty: 2604.766602
	Iteration 2F: 3 clusters Score -133112.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -133305.718750 Penalty: 2604.766602
	Iteration 3F: 3 clusters Score -133305.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -133472.718750 Penalty: 2604.766602
	Iteration 4F: 3 clusters Score -133472.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -133620.734375 Penalty: 2604.766602
	Iteration 5F: 3 clusters Score -133620.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -133710.046875 Penalty: 2604.766602
	Iteration 6Q: 3 clusters Score -133710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -133811.671875 Penalty: 2604.766602
	Iteration 7Q: 3 clusters Score -133811.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -133902.062500 Penalty: 2604.766602
	Iteration 8Q: 3 clusters Score -133902.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -133965.515625 Penalty: 2604.766602
	Iteration 9Q: 3 clusters Score -133965.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -134010.250000 Penalty: 2604.766602
	Iteration 10Q: 3 clusters Score -134010.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -134043.265625 Penalty: 2604.766602
	Iteration 11Q: 3 clusters Score -134043.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -134061.921875 Penalty: 2604.766602
	Iteration 12Q: 3 clusters Score -134061.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -134083.546875 Penalty: 2604.766602
	Iteration 13Q: 3 clusters Score -134083.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -134095.328125 Penalty: 2604.766602
	Iteration 14Q: 3 clusters Score -134095.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -134102.281250 Penalty: 2604.766602
	Iteration 15Q: 3 clusters Score -134102.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -134107.984375 Penalty: 2604.766602
	Iteration 16Q: 3 clusters Score -134108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -134113.921875 Penalty: 2604.766602
	Iteration 17Q: 3 clusters Score -134113.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -134118.796875 Penalty: 2604.766602
	Iteration 18Q: 3 clusters Score -134118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -134124.796875 Penalty: 2604.766602
	Iteration 19Q: 3 clusters Score -134124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -134129.812500 Penalty: 2604.766602
	Iteration 20F: 3 clusters Score -134129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -134139.484375 Penalty: 2604.766602
	Iteration 21Q: 3 clusters Score -134139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -134141.625000 Penalty: 2604.766602
	Iteration 22Q: 3 clusters Score -134141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -134143.562500 Penalty: 2604.766602
	Iteration 23Q: 3 clusters Score -134143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -134144.000000 Penalty: 2604.766602
	Iteration 24Q: 3 clusters Score -134144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -134144.000000 Penalty: 2604.766602
	Iteration 25F: 3 clusters Score -134144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Entering Unmasked Estep 
Score: -321955.343750 Penalty: 1404.621704
	Iteration 0F: 2 clusters Score -321955.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -317533.687500 Penalty: 2809.243408
	Iteration 0F: 3 clusters Score -317533.7 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -318703.343750 Penalty: 2809.243408
	Iteration 1F: 3 clusters Score -318703.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -318902.781250 Penalty: 2809.243408
	Iteration 2F: 3 clusters Score -318902.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -319048.906250 Penalty: 2809.243408
	Iteration 3F: 3 clusters Score -319048.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -319153.062500 Penalty: 2809.243408
	Iteration 4Q: 3 clusters Score -319153.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -319230.031250 Penalty: 2809.243408
	Iteration 5Q: 3 clusters Score -319230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -319283.125000 Penalty: 2809.243408
	Iteration 6Q: 3 clusters Score -319283.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -319326.187500 Penalty: 2809.243408
	Iteration 7Q: 3 clusters Score -319326.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -319361.281250 Penalty: 2809.243408
	Iteration 8Q: 3 clusters Score -319361.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -319394.718750 Penalty: 2809.243408
	Iteration 9Q: 3 clusters Score -319394.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -319425.468750 Penalty: 2809.243408
	Iteration 10Q: 3 clusters Score -319425.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -319459.781250 Penalty: 2809.243408
	Iteration 11Q: 3 clusters Score -319459.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -319497.375000 Penalty: 2809.243408
	Iteration 12Q: 3 clusters Score -319497.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -319541.312500 Penalty: 2809.243408
	Iteration 13Q: 3 clusters Score -319541.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -319591.031250 Penalty: 2809.243408
	Iteration 14Q: 3 clusters Score -319591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -319637.468750 Penalty: 2809.243408
	Iteration 15Q: 3 clusters Score -319637.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -319688.593750 Penalty: 2809.243408
	Iteration 16Q: 3 clusters Score -319688.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -319761.875000 Penalty: 2809.243408
	Iteration 17Q: 3 clusters Score -319761.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -319831.812500 Penalty: 2809.243408
	Iteration 18Q: 3 clusters Score -319831.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -319899.375000 Penalty: 2809.243408
	Iteration 19Q: 3 clusters Score -319899.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -319954.812500 Penalty: 2809.243408
	Iteration 20F: 3 clusters Score -319954.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -319999.406250 Penalty: 2809.243408
	Iteration 21Q: 3 clusters Score -319999.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -320032.062500 Penalty: 2809.243408
	Iteration 22Q: 3 clusters Score -320032.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -320065.656250 Penalty: 2809.243408
	Iteration 23Q: 3 clusters Score -320065.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -320090.593750 Penalty: 2809.243408
	Iteration 24Q: 3 clusters Score -320090.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -320113.062500 Penalty: 2809.243408
	Iteration 25Q: 3 clusters Score -320113.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -320136.375000 Penalty: 2809.243408
	Iteration 26Q: 3 clusters Score -320136.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -320164.687500 Penalty: 2809.243408
	Iteration 27Q: 3 clusters Score -320164.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -320191.250000 Penalty: 2809.243408
	Iteration 28Q: 3 clusters Score -320191.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -320206.625000 Penalty: 2809.243408
	Iteration 29Q: 3 clusters Score -320206.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -320218.468750 Penalty: 2809.243408
	Iteration 30Q: 3 clusters Score -320218.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -320232.531250 Penalty: 2809.243408
	Iteration 31Q: 3 clusters Score -320232.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -320240.125000 Penalty: 2809.243408
	Iteration 32Q: 3 clusters Score -320240.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -320247.187500 Penalty: 2809.243408
	Iteration 33Q: 3 clusters Score -320247.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -320251.437500 Penalty: 2809.243408
	Iteration 34Q: 3 clusters Score -320251.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -320256.250000 Penalty: 2809.243408
	Iteration 35Q: 3 clusters Score -320256.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -320264.156250 Penalty: 2809.243408
	Iteration 36Q: 3 clusters Score -320264.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -320269.750000 Penalty: 2809.243408
	Iteration 37Q: 3 clusters Score -320269.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -320275.156250 Penalty: 2809.243408
	Iteration 38Q: 3 clusters Score -320275.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -320280.125000 Penalty: 2809.243408
	Iteration 39Q: 3 clusters Score -320280.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -320285.625000 Penalty: 2809.243408
	Iteration 40F: 3 clusters Score -320285.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -320290.718750 Penalty: 2809.243408
	Iteration 41Q: 3 clusters Score -320290.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -320294.218750 Penalty: 2809.243408
	Iteration 42Q: 3 clusters Score -320294.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -320298.343750 Penalty: 2809.243408
	Iteration 43Q: 3 clusters Score -320298.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -320301.343750 Penalty: 2809.243408
	Iteration 44Q: 3 clusters Score -320301.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -320303.812500 Penalty: 2809.243408
	Iteration 45Q: 3 clusters Score -320303.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -320307.531250 Penalty: 2809.243408
	Iteration 46Q: 3 clusters Score -320307.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -320311.031250 Penalty: 2809.243408
	Iteration 47Q: 3 clusters Score -320311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -320314.562500 Penalty: 2809.243408
	Iteration 48Q: 3 clusters Score -320314.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -320319.656250 Penalty: 2809.243408
	Iteration 49Q: 3 clusters Score -320319.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -320324.187500 Penalty: 2809.243408
	Iteration 50Q: 3 clusters Score -320324.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -320327.406250 Penalty: 2809.243408
	Iteration 51Q: 3 clusters Score -320327.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -320330.625000 Penalty: 2809.243408
	Iteration 52Q: 3 clusters Score -320330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -320333.031250 Penalty: 2809.243408
	Iteration 53Q: 3 clusters Score -320333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -320334.781250 Penalty: 2809.243408
	Iteration 54Q: 3 clusters Score -320334.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -320338.125000 Penalty: 2809.243408
	Iteration 55Q: 3 clusters Score -320338.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -320340.156250 Penalty: 2809.243408
	Iteration 56Q: 3 clusters Score -320340.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -320343.031250 Penalty: 2809.243408
	Iteration 57Q: 3 clusters Score -320343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -320347.437500 Penalty: 2809.243408
	Iteration 58Q: 3 clusters Score -320347.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -320351.312500 Penalty: 2809.243408
	Iteration 59Q: 3 clusters Score -320351.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -320353.343750 Penalty: 2809.243408
	Iteration 60F: 3 clusters Score -320353.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -320356.375000 Penalty: 2809.243408
	Iteration 61Q: 3 clusters Score -320356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -320359.593750 Penalty: 2809.243408
	Iteration 62Q: 3 clusters Score -320359.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -320362.312500 Penalty: 2809.243408
	Iteration 63Q: 3 clusters Score -320362.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -320364.562500 Penalty: 2809.243408
	Iteration 64Q: 3 clusters Score -320364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -320365.937500 Penalty: 2809.243408
	Iteration 65Q: 3 clusters Score -320365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -320366.187500 Penalty: 2809.243408
	Iteration 66Q: 3 clusters Score -320366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -320365.687500 Penalty: 2809.243408
	Iteration 67Q: 3 clusters Score -320365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -320366.406250 Penalty: 2809.243408
	Iteration 68Q: 3 clusters Score -320366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -320367.718750 Penalty: 2809.243408
	Iteration 69Q: 3 clusters Score -320367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -320368.218750 Penalty: 2809.243408
	Iteration 70Q: 3 clusters Score -320368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -320368.437500 Penalty: 2809.243408
	Iteration 71Q: 3 clusters Score -320368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -320368.968750 Penalty: 2809.243408
	Iteration 72Q: 3 clusters Score -320369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -320368.968750 Penalty: 2809.243408
	Iteration 73F: 3 clusters Score -320369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -162633.265625 Penalty: 1302.705322
	Iteration 0F: 2 clusters Score -162633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -159929.531250 Penalty: 2605.410645
	Iteration 0F: 3 clusters Score -159929.5 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -160630.015625 Penalty: 2605.410645
	Iteration 1F: 3 clusters Score -160630 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -160800.578125 Penalty: 2605.410645
	Iteration 2F: 3 clusters Score -160800.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -160907.718750 Penalty: 2605.410645
	Iteration 3F: 3 clusters Score -160907.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -160969.203125 Penalty: 2605.410645
	Iteration 4Q: 3 clusters Score -160969.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -161048.078125 Penalty: 2605.410645
	Iteration 5Q: 3 clusters Score -161048.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -161140.328125 Penalty: 2605.410645
	Iteration 6Q: 3 clusters Score -161140.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -161231.343750 Penalty: 2605.410645
	Iteration 7Q: 3 clusters Score -161231.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -161287.656250 Penalty: 2605.410645
	Iteration 8Q: 3 clusters Score -161287.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -161333.796875 Penalty: 2605.410645
	Iteration 9Q: 3 clusters Score -161333.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -161369.937500 Penalty: 2605.410645
	Iteration 10Q: 3 clusters Score -161369.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -161400.140625 Penalty: 2605.410645
	Iteration 11Q: 3 clusters Score -161400.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -161431.171875 Penalty: 2605.410645
	Iteration 12Q: 3 clusters Score -161431.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -161458.125000 Penalty: 2605.410645
	Iteration 13Q: 3 clusters Score -161458.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -161482.750000 Penalty: 2605.410645
	Iteration 14Q: 3 clusters Score -161482.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -161510.359375 Penalty: 2605.410645
	Iteration 15Q: 3 clusters Score -161510.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -161542.265625 Penalty: 2605.410645
	Iteration 16Q: 3 clusters Score -161542.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -161586.250000 Penalty: 2605.410645
	Iteration 17Q: 3 clusters Score -161586.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -161633.140625 Penalty: 2605.410645
	Iteration 18Q: 3 clusters Score -161633.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -161706.406250 Penalty: 2605.410645
	Iteration 19Q: 3 clusters Score -161706.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -161846.953125 Penalty: 2605.410645
	Iteration 20F: 3 clusters Score -161847 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -162004.625000 Penalty: 2605.410645
	Iteration 21Q: 3 clusters Score -162004.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -162132.796875 Penalty: 2605.410645
	Iteration 22Q: 3 clusters Score -162132.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -162210.031250 Penalty: 2605.410645
	Iteration 23Q: 3 clusters Score -162210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -162264.546875 Penalty: 2605.410645
	Iteration 24Q: 3 clusters Score -162264.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -162292.156250 Penalty: 2605.410645
	Iteration 25Q: 3 clusters Score -162292.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -162307.203125 Penalty: 2605.410645
	Iteration 26Q: 3 clusters Score -162307.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -162319.437500 Penalty: 2605.410645
	Iteration 27Q: 3 clusters Score -162319.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -162331.046875 Penalty: 2605.410645
	Iteration 28Q: 3 clusters Score -162331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -162340.953125 Penalty: 2605.410645
	Iteration 29Q: 3 clusters Score -162341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -162352.125000 Penalty: 2605.410645
	Iteration 30Q: 3 clusters Score -162352.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -162358.265625 Penalty: 2605.410645
	Iteration 31Q: 3 clusters Score -162358.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -162362.906250 Penalty: 2605.410645
	Iteration 32Q: 3 clusters Score -162362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -162363.953125 Penalty: 2605.410645
	Iteration 33Q: 3 clusters Score -162364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -162365.328125 Penalty: 2605.410645
	Iteration 34Q: 3 clusters Score -162365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -162365.765625 Penalty: 2605.410645
	Iteration 35Q: 3 clusters Score -162365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -162366.453125 Penalty: 2605.410645
	Iteration 36Q: 3 clusters Score -162366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -162367.171875 Penalty: 2605.410645
	Iteration 37Q: 3 clusters Score -162367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -162367.687500 Penalty: 2605.410645
	Iteration 38Q: 3 clusters Score -162367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -162369.875000 Penalty: 2605.410645
	Iteration 39Q: 3 clusters Score -162369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -162370.125000 Penalty: 2605.410645
	Iteration 40F: 3 clusters Score -162370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -162370.375000 Penalty: 2605.410645
	Iteration 41Q: 3 clusters Score -162370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -162370.375000 Penalty: 2605.410645
	Iteration 42F: 3 clusters Score -162370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -75282.867188 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -75282.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -73551.445312 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -73551.45 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -73873.578125 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -73873.58 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -73982.531250 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -73982.53 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -74067.992188 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -74067.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -74162.390625 Penalty: 2363.755127
	Iteration 4F: 3 clusters Score -74162.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -74220.625000 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -74220.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -74280.343750 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -74280.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -74341.812500 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -74341.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -74397.210938 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -74397.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -74450.453125 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -74450.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -74517.531250 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -74517.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -74576.820312 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -74576.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -74647.812500 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -74647.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -74697.546875 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -74697.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -74748.132812 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -74748.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -74784.710938 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -74784.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -74813.304688 Penalty: 2363.755127
	Iteration 16Q: 3 clusters Score -74813.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -74841.703125 Penalty: 2363.755127
	Iteration 17Q: 3 clusters Score -74841.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -74864.078125 Penalty: 2363.755127
	Iteration 18Q: 3 clusters Score -74864.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -74874.890625 Penalty: 2363.755127
	Iteration 19Q: 3 clusters Score -74874.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -74880.695312 Penalty: 2363.755127
	Iteration 20F: 3 clusters Score -74880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -74885.101562 Penalty: 2363.755127
	Iteration 21Q: 3 clusters Score -74885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -74886.148438 Penalty: 2363.755127
	Iteration 22Q: 3 clusters Score -74886.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -74886.148438 Penalty: 2363.755127
	Iteration 23F: 3 clusters Score -74886.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (139514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139514 members 
Entering Unmasked Estep 
Score: -8193424.000000 Penalty: 1924.962036
	Iteration 0F: 2 clusters Score -8193424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -8099501.500000 Penalty: 3849.924072
	Iteration 0F: 3 clusters Score -8099502 nChanged 67376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -8140331.500000 Penalty: 3849.924072
	Iteration 1F: 3 clusters Score -8140332 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -8143297.500000 Penalty: 3849.924072
	Iteration 2Q: 3 clusters Score -8143298 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -8148517.000000 Penalty: 3849.924072
	Iteration 3F: 3 clusters Score -8148517 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 99216 members 
Entering Unmasked Estep 
Score: -8156496.500000 Penalty: 3849.924072
	Iteration 4F: 3 clusters Score -8156496 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 110152 members 
Entering Unmasked Estep 
Score: -8166086.500000 Penalty: 3849.924072
	Iteration 5F: 3 clusters Score -8166086 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 120167 members 
Entering Unmasked Estep 
Score: -8174901.000000 Penalty: 3849.924072
	Iteration 6F: 3 clusters Score -8174901 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 127986 members 
Entering Unmasked Estep 
Score: -8181721.500000 Penalty: 3849.924072
	Iteration 7F: 3 clusters Score -8181722 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 133385 members 
Entering Unmasked Estep 
Score: -8186619.000000 Penalty: 3849.924072
	Iteration 8Q: 3 clusters Score -8186619 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 136603 members 
Entering Unmasked Estep 
Score: -8189432.500000 Penalty: 3849.924072
	Iteration 9Q: 3 clusters Score -8189432 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 138136 members 
Entering Unmasked Estep 
Score: -8190762.500000 Penalty: 3849.924072
	Iteration 10Q: 3 clusters Score -8190762 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 138751 members 
Entering Unmasked Estep 
Score: -8191276.500000 Penalty: 3849.924072
	Iteration 11Q: 3 clusters Score -8191276 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 139009 members 
Entering Unmasked Estep 
Score: -8191499.500000 Penalty: 3849.924072
	Iteration 12Q: 3 clusters Score -8191500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 139120 members 
Entering Unmasked Estep 
Score: -8191610.500000 Penalty: 3849.924072
	Iteration 13Q: 3 clusters Score -8191610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 139178 members 
Entering Unmasked Estep 
Score: -8191676.000000 Penalty: 3849.924072
	Iteration 14Q: 3 clusters Score -8191676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 139203 members 
Entering Unmasked Estep 
Score: -8191712.500000 Penalty: 3849.924072
	Iteration 15Q: 3 clusters Score -8191712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 139211 members 
Entering Unmasked Estep 
Score: -8191728.000000 Penalty: 3849.924072
	Iteration 16Q: 3 clusters Score -8191728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 139217 members 
Entering Unmasked Estep 
Score: -8191734.000000 Penalty: 3849.924072
	Iteration 17Q: 3 clusters Score -8191734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 139217 members 
Entering Unmasked Estep 
Score: -8191744.500000 Penalty: 3849.924072
	Iteration 18Q: 3 clusters Score -8191744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 139220 members 
Entering Unmasked Estep 
Score: -8191755.000000 Penalty: 3849.924072
	Iteration 19Q: 3 clusters Score -8191755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 139222 members 
Entering Unmasked Estep 
Score: -8191759.500000 Penalty: 3849.924072
	Iteration 20F: 3 clusters Score -8191760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -63506.738281 Penalty: 1160.065918
	Iteration 0F: 2 clusters Score -63506.74 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 634 members 
Entering Unmasked Estep 
Score: -61876.281250 Penalty: 2320.131836
	Iteration 0F: 3 clusters Score -61876.28 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -62201.335938 Penalty: 2320.131836
	Iteration 1F: 3 clusters Score -62201.34 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -62342.234375 Penalty: 2320.131836
	Iteration 2F: 3 clusters Score -62342.23 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -62453.726562 Penalty: 2320.131836
	Iteration 3F: 3 clusters Score -62453.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -62536.285156 Penalty: 2320.131836
	Iteration 4F: 3 clusters Score -62536.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62615.511719 Penalty: 2320.131836
	Iteration 5Q: 3 clusters Score -62615.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -62709.593750 Penalty: 2320.131836
	Iteration 6Q: 3 clusters Score -62709.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -62807.960938 Penalty: 2320.131836
	Iteration 7Q: 3 clusters Score -62807.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -62902.546875 Penalty: 2320.131836
	Iteration 8Q: 3 clusters Score -62902.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -62977.097656 Penalty: 2320.131836
	Iteration 9Q: 3 clusters Score -62977.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -63017.105469 Penalty: 2320.131836
	Iteration 10Q: 3 clusters Score -63017.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -63044.019531 Penalty: 2320.131836
	Iteration 11Q: 3 clusters Score -63044.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -63058.503906 Penalty: 2320.131836
	Iteration 12Q: 3 clusters Score -63058.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -63077.460938 Penalty: 2320.131836
	Iteration 13Q: 3 clusters Score -63077.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -63099.699219 Penalty: 2320.131836
	Iteration 14Q: 3 clusters Score -63099.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -63116.445312 Penalty: 2320.131836
	Iteration 15Q: 3 clusters Score -63116.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -63127.703125 Penalty: 2320.131836
	Iteration 16Q: 3 clusters Score -63127.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -63133.214844 Penalty: 2320.131836
	Iteration 17Q: 3 clusters Score -63133.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -63136.175781 Penalty: 2320.131836
	Iteration 18Q: 3 clusters Score -63136.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -63136.902344 Penalty: 2320.131836
	Iteration 19Q: 3 clusters Score -63136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -63137.238281 Penalty: 2320.131836
	Iteration 20F: 3 clusters Score -63137.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -63137.605469 Penalty: 2320.131836
	Iteration 21Q: 3 clusters Score -63137.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -63137.605469 Penalty: 2320.131836
	Iteration 22F: 3 clusters Score -63137.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93019 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 12379 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10720 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 107069 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39537 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43971 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 22 contains 8822 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 3025 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139514 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152516.000000 Penalty: 69384.421875
Iteration 199Q: 33 clusters Score -3.415252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93018 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 12376 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4810 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 107065 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 39538 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43969 members 
Mstep: Class 21 contains 2120 members 
Mstep: Class 22 contains 8822 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3232 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139522 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152528.000000 Penalty: 69384.421875
Iteration 200F: 33 clusters Score -3.415253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 93013 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 12373 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4810 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 107062 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7731 members 
Mstep: Class 18 contains 39538 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43975 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 8821 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139530 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152484.000000 Penalty: 69384.421875
Iteration 201Q: 33 clusters Score -3.415248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 93009 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 12372 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4817 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40647 members 
Mstep: Class 15 contains 107059 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7731 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43974 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 8821 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139533 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152492.000000 Penalty: 69384.421875
Iteration 202Q: 33 clusters Score -3.415249e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 93001 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 12371 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4819 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17806 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 107055 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 43982 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 8821 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139536 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152488.000000 Penalty: 69384.421875
Iteration 203Q: 33 clusters Score -3.415249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 92994 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 12371 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4821 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17805 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40645 members 
Mstep: Class 15 contains 107051 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 43988 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8822 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5676 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139537 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152508.000000 Penalty: 69384.421875
Iteration 204Q: 33 clusters Score -3.415251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 92991 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4823 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40645 members 
Mstep: Class 15 contains 107046 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 43991 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8823 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139541 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152524.000000 Penalty: 69384.421875
Iteration 205Q: 33 clusters Score -3.415252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 92985 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4823 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 107042 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 43997 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8824 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139544 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152536.000000 Penalty: 69384.421875
Iteration 206Q: 33 clusters Score -3.415254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 92983 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 40648 members 
Mstep: Class 15 contains 107037 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 43996 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139544 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152520.000000 Penalty: 69384.421875
Iteration 207Q: 33 clusters Score -3.415252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 92982 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40649 members 
Mstep: Class 15 contains 107034 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7731 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 43999 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8827 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139544 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152552.000000 Penalty: 69384.421875
Iteration 208Q: 33 clusters Score -3.415255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 92982 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40649 members 
Mstep: Class 15 contains 107032 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44002 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139545 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152524.000000 Penalty: 69384.421875
Iteration 209Q: 33 clusters Score -3.415252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 92982 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40649 members 
Mstep: Class 15 contains 107031 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 43998 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139546 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152520.000000 Penalty: 69384.421875
Iteration 210Q: 33 clusters Score -3.415252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 92982 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40649 members 
Mstep: Class 15 contains 107029 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 43995 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139545 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152544.000000 Penalty: 69384.421875
Iteration 211Q: 33 clusters Score -3.415254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 92981 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40649 members 
Mstep: Class 15 contains 107026 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 43998 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139545 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152564.000000 Penalty: 69384.421875
Iteration 212Q: 33 clusters Score -3.415256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 92977 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40649 members 
Mstep: Class 15 contains 107025 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44003 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139544 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152548.000000 Penalty: 69384.421875
Iteration 213Q: 33 clusters Score -3.415255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 92972 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17802 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107025 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44007 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139548 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152592.000000 Penalty: 69384.421875
Iteration 214Q: 33 clusters Score -3.415259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 92967 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 12369 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107027 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 44009 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2330 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139551 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152568.000000 Penalty: 69384.421875
Iteration 215Q: 33 clusters Score -3.415257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 92962 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12368 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 107029 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7731 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 44013 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139550 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152568.000000 Penalty: 69384.421875
Iteration 216Q: 33 clusters Score -3.415257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 92961 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 12366 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4837 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 107030 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 44008 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139550 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152600.000000 Penalty: 69384.421875
Iteration 217Q: 33 clusters Score -3.41526e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 92957 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12365 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4841 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40653 members 
Mstep: Class 15 contains 107028 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 44007 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139553 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152556.000000 Penalty: 69384.421875
Iteration 218Q: 33 clusters Score -3.415256e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 92953 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12363 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 107026 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44002 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3025 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139558 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152548.000000 Penalty: 69384.421875
Iteration 219Q: 33 clusters Score -3.415255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 92946 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12364 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4846 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40650 members 
Mstep: Class 15 contains 107025 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44009 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139558 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152568.000000 Penalty: 69384.421875
Iteration 220F: 33 clusters Score -3.415257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 92941 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12363 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40650 members 
Mstep: Class 15 contains 107022 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7736 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44016 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139562 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152540.000000 Penalty: 69384.421875
Iteration 221Q: 33 clusters Score -3.415254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 92939 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4846 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40650 members 
Mstep: Class 15 contains 107020 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7736 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44018 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139564 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152560.000000 Penalty: 69384.421875
Iteration 222Q: 33 clusters Score -3.415256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 92934 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40650 members 
Mstep: Class 15 contains 107021 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44021 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8827 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139564 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152544.000000 Penalty: 69384.421875
Iteration 223Q: 33 clusters Score -3.415254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 25751 members 
Mstep: Class 3 contains 92930 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40650 members 
Mstep: Class 15 contains 107021 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44028 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8827 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152564.000000 Penalty: 69384.421875
Iteration 224Q: 33 clusters Score -3.415256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25752 members 
Mstep: Class 3 contains 92925 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40650 members 
Mstep: Class 15 contains 107020 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44031 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8828 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139564 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152584.000000 Penalty: 69384.421875
Iteration 225Q: 33 clusters Score -3.415258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25752 members 
Mstep: Class 3 contains 92918 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107018 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44034 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8832 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139564 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152568.000000 Penalty: 69384.421875
Iteration 226Q: 33 clusters Score -3.415257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25752 members 
Mstep: Class 3 contains 92915 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107016 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7736 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44036 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8835 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139564 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152596.000000 Penalty: 69384.421875
Iteration 227Q: 33 clusters Score -3.41526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25752 members 
Mstep: Class 3 contains 92910 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 107015 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7737 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44037 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8839 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152604.000000 Penalty: 69384.421875
Iteration 228Q: 33 clusters Score -3.41526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 92907 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44037 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8840 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152612.000000 Penalty: 69384.421875
Iteration 229Q: 33 clusters Score -3.415261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 92906 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39535 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44038 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8841 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152604.000000 Penalty: 69384.421875
Iteration 230Q: 33 clusters Score -3.41526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 92906 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44037 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8841 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152616.000000 Penalty: 69384.421875
Iteration 231Q: 33 clusters Score -3.415262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25754 members 
Mstep: Class 3 contains 92904 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44038 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8841 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152596.000000 Penalty: 69384.421875
Iteration 232Q: 33 clusters Score -3.41526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 92902 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44037 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8845 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152576.000000 Penalty: 69384.421875
Iteration 233Q: 33 clusters Score -3.415258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 92901 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44038 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8850 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152580.000000 Penalty: 69384.421875
Iteration 234Q: 33 clusters Score -3.415258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25748 members 
Mstep: Class 3 contains 92899 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2496 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44039 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8852 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152564.000000 Penalty: 69384.421875
Iteration 235Q: 33 clusters Score -3.415256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25746 members 
Mstep: Class 3 contains 92898 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2496 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44038 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8856 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152564.000000 Penalty: 69384.421875
Iteration 236Q: 33 clusters Score -3.415256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25745 members 
Mstep: Class 3 contains 92897 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2497 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44038 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8857 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152572.000000 Penalty: 69384.421875
Iteration 237Q: 33 clusters Score -3.415257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25745 members 
Mstep: Class 3 contains 92895 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2497 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44039 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8858 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152568.000000 Penalty: 69384.421875
Iteration 238Q: 33 clusters Score -3.415257e+07 nChanged 3
Entering ConstructFrom: 
Score: -34152568.000000 Penalty: 69384.421875
Entering ConstructFrom: 
Trying to split cluster 1 (10648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Entering Unmasked Estep 
Score: -600788.500000 Penalty: 1506.883179
	Iteration 0F: 2 clusters Score -600788.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -593226.625000 Penalty: 3013.766357
	Iteration 0F: 3 clusters Score -593226.6 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -595909.812500 Penalty: 3013.766357
	Iteration 1F: 3 clusters Score -595909.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -596467.812500 Penalty: 3013.766357
	Iteration 2F: 3 clusters Score -596467.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -597018.312500 Penalty: 3013.766357
	Iteration 3F: 3 clusters Score -597018.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -597561.062500 Penalty: 3013.766357
	Iteration 4F: 3 clusters Score -597561.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -598120.750000 Penalty: 3013.766357
	Iteration 5F: 3 clusters Score -598120.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -598561.875000 Penalty: 3013.766357
	Iteration 6F: 3 clusters Score -598561.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -598840.000000 Penalty: 3013.766357
	Iteration 7Q: 3 clusters Score -598840 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -598997.750000 Penalty: 3013.766357
	Iteration 8Q: 3 clusters Score -598997.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -599096.687500 Penalty: 3013.766357
	Iteration 9Q: 3 clusters Score -599096.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -599156.437500 Penalty: 3013.766357
	Iteration 10Q: 3 clusters Score -599156.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -599193.875000 Penalty: 3013.766357
	Iteration 11Q: 3 clusters Score -599193.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -599215.812500 Penalty: 3013.766357
	Iteration 12Q: 3 clusters Score -599215.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -599232.125000 Penalty: 3013.766357
	Iteration 13Q: 3 clusters Score -599232.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -599240.500000 Penalty: 3013.766357
	Iteration 14Q: 3 clusters Score -599240.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -599249.375000 Penalty: 3013.766357
	Iteration 15Q: 3 clusters Score -599249.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -599254.750000 Penalty: 3013.766357
	Iteration 16Q: 3 clusters Score -599254.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -599259.812500 Penalty: 3013.766357
	Iteration 17Q: 3 clusters Score -599259.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -599265.812500 Penalty: 3013.766357
	Iteration 18Q: 3 clusters Score -599265.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -599268.062500 Penalty: 3013.766357
	Iteration 19Q: 3 clusters Score -599268.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -599273.187500 Penalty: 3013.766357
	Iteration 20F: 3 clusters Score -599273.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -599280.375000 Penalty: 3013.766357
	Iteration 21Q: 3 clusters Score -599280.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -599282.937500 Penalty: 3013.766357
	Iteration 22Q: 3 clusters Score -599282.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -599287.937500 Penalty: 3013.766357
	Iteration 23Q: 3 clusters Score -599287.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -599291.250000 Penalty: 3013.766357
	Iteration 24Q: 3 clusters Score -599291.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -599291.562500 Penalty: 3013.766357
	Iteration 25Q: 3 clusters Score -599291.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -599294.812500 Penalty: 3013.766357
	Iteration 26Q: 3 clusters Score -599294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -599295.437500 Penalty: 3013.766357
	Iteration 27Q: 3 clusters Score -599295.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -599297.437500 Penalty: 3013.766357
	Iteration 28Q: 3 clusters Score -599297.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -599300.187500 Penalty: 3013.766357
	Iteration 29Q: 3 clusters Score -599300.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -599305.500000 Penalty: 3013.766357
	Iteration 30Q: 3 clusters Score -599305.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -599306.937500 Penalty: 3013.766357
	Iteration 31Q: 3 clusters Score -599306.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -599308.250000 Penalty: 3013.766357
	Iteration 32Q: 3 clusters Score -599308.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -599310.937500 Penalty: 3013.766357
	Iteration 33Q: 3 clusters Score -599310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -599311.750000 Penalty: 3013.766357
	Iteration 34Q: 3 clusters Score -599311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -599312.750000 Penalty: 3013.766357
	Iteration 35Q: 3 clusters Score -599312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -599311.687500 Penalty: 3013.766357
	Iteration 36Q: 3 clusters Score -599311.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -599314.625000 Penalty: 3013.766357
	Iteration 37Q: 3 clusters Score -599314.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -599317.000000 Penalty: 3013.766357
	Iteration 38Q: 3 clusters Score -599317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -599318.062500 Penalty: 3013.766357
	Iteration 39Q: 3 clusters Score -599318.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -599320.875000 Penalty: 3013.766357
	Iteration 40F: 3 clusters Score -599320.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -599325.250000 Penalty: 3013.766357
	Iteration 41Q: 3 clusters Score -599325.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -599324.500000 Penalty: 3013.766357
	Iteration 42Q: 3 clusters Score -599324.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -599325.187500 Penalty: 3013.766357
	Iteration 43Q: 3 clusters Score -599325.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -599327.000000 Penalty: 3013.766357
	Iteration 44Q: 3 clusters Score -599327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -599330.687500 Penalty: 3013.766357
	Iteration 45Q: 3 clusters Score -599330.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -599329.875000 Penalty: 3013.766357
	Iteration 46Q: 3 clusters Score -599329.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -599330.062500 Penalty: 3013.766357
	Iteration 47Q: 3 clusters Score -599330.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -599329.875000 Penalty: 3013.766357
	Iteration 48Q: 3 clusters Score -599329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -599330.562500 Penalty: 3013.766357
	Iteration 49Q: 3 clusters Score -599330.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -599330.687500 Penalty: 3013.766357
	Iteration 50Q: 3 clusters Score -599330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -599331.812500 Penalty: 3013.766357
	Iteration 51Q: 3 clusters Score -599331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -599332.375000 Penalty: 3013.766357
	Iteration 52Q: 3 clusters Score -599332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -599332.375000 Penalty: 3013.766357
	Iteration 53F: 3 clusters Score -599332.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Entering Unmasked Estep 
Score: -1440507.375000 Penalty: 1650.336670
	Iteration 0F: 2 clusters Score -1440507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1423110.125000 Penalty: 3300.673340
	Iteration 0F: 3 clusters Score -1423110 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1429677.750000 Penalty: 3300.673340
	Iteration 1F: 3 clusters Score -1429678 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1430306.500000 Penalty: 3300.673340
	Iteration 2F: 3 clusters Score -1430306 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1431012.000000 Penalty: 3300.673340
	Iteration 3F: 3 clusters Score -1431012 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1431918.000000 Penalty: 3300.673340
	Iteration 4F: 3 clusters Score -1431918 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1433010.750000 Penalty: 3300.673340
	Iteration 5F: 3 clusters Score -1433011 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1434292.375000 Penalty: 3300.673340
	Iteration 6F: 3 clusters Score -1434292 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1435828.125000 Penalty: 3300.673340
	Iteration 7F: 3 clusters Score -1435828 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1437356.000000 Penalty: 3300.673340
	Iteration 8F: 3 clusters Score -1437356 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1438444.625000 Penalty: 3300.673340
	Iteration 9F: 3 clusters Score -1438445 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1439056.875000 Penalty: 3300.673340
	Iteration 10Q: 3 clusters Score -1439057 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1439354.000000 Penalty: 3300.673340
	Iteration 11Q: 3 clusters Score -1439354 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1439542.250000 Penalty: 3300.673340
	Iteration 12Q: 3 clusters Score -1439542 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1439710.000000 Penalty: 3300.673340
	Iteration 13Q: 3 clusters Score -1439710 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1439861.000000 Penalty: 3300.673340
	Iteration 14Q: 3 clusters Score -1439861 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1440006.750000 Penalty: 3300.673340
	Iteration 15Q: 3 clusters Score -1440007 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1440119.500000 Penalty: 3300.673340
	Iteration 16Q: 3 clusters Score -1440120 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1440199.125000 Penalty: 3300.673340
	Iteration 17Q: 3 clusters Score -1440199 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1440236.250000 Penalty: 3300.673340
	Iteration 18Q: 3 clusters Score -1440236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1440250.375000 Penalty: 3300.673340
	Iteration 19Q: 3 clusters Score -1440250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1440250.625000 Penalty: 3300.673340
	Iteration 20F: 3 clusters Score -1440251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1440252.000000 Penalty: 3300.673340
	Iteration 21Q: 3 clusters Score -1440252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1440257.500000 Penalty: 3300.673340
	Iteration 22Q: 3 clusters Score -1440258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1440260.125000 Penalty: 3300.673340
	Iteration 23Q: 3 clusters Score -1440260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1440261.125000 Penalty: 3300.673340
	Iteration 24Q: 3 clusters Score -1440261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1440262.125000 Penalty: 3300.673340
	Iteration 25Q: 3 clusters Score -1440262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1440260.000000 Penalty: 3300.673340
	Iteration 26Q: 3 clusters Score -1440260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1440261.375000 Penalty: 3300.673340
	Iteration 27Q: 3 clusters Score -1440261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1440263.000000 Penalty: 3300.673340
	Iteration 28Q: 3 clusters Score -1440263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1440261.500000 Penalty: 3300.673340
	Iteration 29Q: 3 clusters Score -1440262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1440260.250000 Penalty: 3300.673340
	Iteration 30Q: 3 clusters Score -1440260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1440263.000000 Penalty: 3300.673340
	Iteration 31Q: 3 clusters Score -1440263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1440262.375000 Penalty: 3300.673340
	Iteration 32Q: 3 clusters Score -1440262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1440261.875000 Penalty: 3300.673340
	Iteration 33Q: 3 clusters Score -1440262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1440261.875000 Penalty: 3300.673340
	Iteration 34F: 3 clusters Score -1440262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (92894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Entering Unmasked Estep 
Score: -5447984.500000 Penalty: 1858.872437
	Iteration 0F: 2 clusters Score -5447984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -5385538.000000 Penalty: 3717.744873
	Iteration 0F: 3 clusters Score -5385538 nChanged 44547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -5411980.500000 Penalty: 3717.744873
	Iteration 1F: 3 clusters Score -5411980 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -5413145.500000 Penalty: 3717.744873
	Iteration 2Q: 3 clusters Score -5413146 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -5414715.500000 Penalty: 3717.744873
	Iteration 3Q: 3 clusters Score -5414716 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -5417137.500000 Penalty: 3717.744873
	Iteration 4F: 3 clusters Score -5417138 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -5420743.000000 Penalty: 3717.744873
	Iteration 5F: 3 clusters Score -5420743 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -5425960.500000 Penalty: 3717.744873
	Iteration 6F: 3 clusters Score -5425960 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -5432259.500000 Penalty: 3717.744873
	Iteration 7F: 3 clusters Score -5432260 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -5438096.000000 Penalty: 3717.744873
	Iteration 8F: 3 clusters Score -5438096 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -5442219.000000 Penalty: 3717.744873
	Iteration 9Q: 3 clusters Score -5442219 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -5444488.000000 Penalty: 3717.744873
	Iteration 10Q: 3 clusters Score -5444488 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -5445564.500000 Penalty: 3717.744873
	Iteration 11Q: 3 clusters Score -5445564 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -5446038.500000 Penalty: 3717.744873
	Iteration 12Q: 3 clusters Score -5446038 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
Score: -5446229.000000 Penalty: 3717.744873
	Iteration 13Q: 3 clusters Score -5446229 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -5446378.500000 Penalty: 3717.744873
	Iteration 14Q: 3 clusters Score -5446378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 92374 members 
Entering Unmasked Estep 
Score: -5446458.000000 Penalty: 3717.744873
	Iteration 15Q: 3 clusters Score -5446458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 92392 members 
Entering Unmasked Estep 
Score: -5446505.000000 Penalty: 3717.744873
	Iteration 16Q: 3 clusters Score -5446505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -5446540.000000 Penalty: 3717.744873
	Iteration 17Q: 3 clusters Score -5446540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -5446568.000000 Penalty: 3717.744873
	Iteration 18Q: 3 clusters Score -5446568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -5446594.000000 Penalty: 3717.744873
	Iteration 19Q: 3 clusters Score -5446594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -5446609.000000 Penalty: 3717.744873
	Iteration 20F: 3 clusters Score -5446609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -5446617.000000 Penalty: 3717.744873
	Iteration 21Q: 3 clusters Score -5446617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -5446623.500000 Penalty: 3717.744873
	Iteration 22Q: 3 clusters Score -5446624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 92399 members 
Entering Unmasked Estep 
Score: -5446625.000000 Penalty: 3717.744873
	Iteration 23Q: 3 clusters Score -5446625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -5446629.500000 Penalty: 3717.744873
	Iteration 24Q: 3 clusters Score -5446630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -5446636.500000 Penalty: 3717.744873
	Iteration 25Q: 3 clusters Score -5446636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -5446638.000000 Penalty: 3717.744873
	Iteration 26Q: 3 clusters Score -5446638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -5446635.000000 Penalty: 3717.744873
	Iteration 27Q: 3 clusters Score -5446635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -5446636.000000 Penalty: 3717.744873
	Iteration 28Q: 3 clusters Score -5446636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -5446638.500000 Penalty: 3717.744873
	Iteration 29Q: 3 clusters Score -5446638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -5446639.000000 Penalty: 3717.744873
	Iteration 30Q: 3 clusters Score -5446639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -5446637.000000 Penalty: 3717.744873
	Iteration 31Q: 3 clusters Score -5446637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -5446637.000000 Penalty: 3717.744873
	Iteration 32F: 3 clusters Score -5446637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -95372.890625 Penalty: 1218.656372
	Iteration 0F: 2 clusters Score -95372.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -93400.546875 Penalty: 2437.312744
	Iteration 0F: 3 clusters Score -93400.55 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -93894.382812 Penalty: 2437.312744
	Iteration 1F: 3 clusters Score -93894.38 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -94026.875000 Penalty: 2437.312744
	Iteration 2F: 3 clusters Score -94026.88 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -94105.117188 Penalty: 2437.312744
	Iteration 3Q: 3 clusters Score -94105.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -94159.773438 Penalty: 2437.312744
	Iteration 4Q: 3 clusters Score -94159.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -94222.726562 Penalty: 2437.312744
	Iteration 5Q: 3 clusters Score -94222.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -94292.953125 Penalty: 2437.312744
	Iteration 6Q: 3 clusters Score -94292.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -94345.054688 Penalty: 2437.312744
	Iteration 7Q: 3 clusters Score -94345.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -94381.492188 Penalty: 2437.312744
	Iteration 8Q: 3 clusters Score -94381.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -94405.921875 Penalty: 2437.312744
	Iteration 9Q: 3 clusters Score -94405.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -94429.382812 Penalty: 2437.312744
	Iteration 10Q: 3 clusters Score -94429.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -94443.304688 Penalty: 2437.312744
	Iteration 11Q: 3 clusters Score -94443.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -94452.687500 Penalty: 2437.312744
	Iteration 12Q: 3 clusters Score -94452.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -94462.046875 Penalty: 2437.312744
	Iteration 13Q: 3 clusters Score -94462.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -94472.421875 Penalty: 2437.312744
	Iteration 14Q: 3 clusters Score -94472.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -94484.882812 Penalty: 2437.312744
	Iteration 15Q: 3 clusters Score -94484.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -94497.687500 Penalty: 2437.312744
	Iteration 16Q: 3 clusters Score -94497.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -94509.523438 Penalty: 2437.312744
	Iteration 17Q: 3 clusters Score -94509.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -94524.171875 Penalty: 2437.312744
	Iteration 18Q: 3 clusters Score -94524.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -94532.445312 Penalty: 2437.312744
	Iteration 19Q: 3 clusters Score -94532.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -94537.812500 Penalty: 2437.312744
	Iteration 20F: 3 clusters Score -94537.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -94539.500000 Penalty: 2437.312744
	Iteration 21Q: 3 clusters Score -94539.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -94540.578125 Penalty: 2437.312744
	Iteration 22Q: 3 clusters Score -94540.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -94541.765625 Penalty: 2437.312744
	Iteration 23Q: 3 clusters Score -94541.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -94543.164062 Penalty: 2437.312744
	Iteration 24Q: 3 clusters Score -94543.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -94546.304688 Penalty: 2437.312744
	Iteration 25Q: 3 clusters Score -94546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -94548.375000 Penalty: 2437.312744
	Iteration 26Q: 3 clusters Score -94548.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -94549.875000 Penalty: 2437.312744
	Iteration 27Q: 3 clusters Score -94549.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -94549.875000 Penalty: 2437.312744
	Iteration 28F: 3 clusters Score -94549.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Entering Unmasked Estep 
Score: -412933.875000 Penalty: 1450.256592
	Iteration 0F: 2 clusters Score -412933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -407355.156250 Penalty: 2900.513184
	Iteration 0F: 3 clusters Score -407355.2 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -409102.281250 Penalty: 2900.513184
	Iteration 1F: 3 clusters Score -409102.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -409357.687500 Penalty: 2900.513184
	Iteration 2F: 3 clusters Score -409357.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -409573.093750 Penalty: 2900.513184
	Iteration 3F: 3 clusters Score -409573.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -409764.406250 Penalty: 2900.513184
	Iteration 4F: 3 clusters Score -409764.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -409946.031250 Penalty: 2900.513184
	Iteration 5Q: 3 clusters Score -409946 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -410108.875000 Penalty: 2900.513184
	Iteration 6Q: 3 clusters Score -410108.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -410261.531250 Penalty: 2900.513184
	Iteration 7Q: 3 clusters Score -410261.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -410407.656250 Penalty: 2900.513184
	Iteration 8Q: 3 clusters Score -410407.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -410598.906250 Penalty: 2900.513184
	Iteration 9Q: 3 clusters Score -410598.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -410786.593750 Penalty: 2900.513184
	Iteration 10Q: 3 clusters Score -410786.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -410952.593750 Penalty: 2900.513184
	Iteration 11Q: 3 clusters Score -410952.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -411071.281250 Penalty: 2900.513184
	Iteration 12Q: 3 clusters Score -411071.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -411167.906250 Penalty: 2900.513184
	Iteration 13Q: 3 clusters Score -411167.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -411242.875000 Penalty: 2900.513184
	Iteration 14Q: 3 clusters Score -411242.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -411310.625000 Penalty: 2900.513184
	Iteration 15Q: 3 clusters Score -411310.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -411362.218750 Penalty: 2900.513184
	Iteration 16Q: 3 clusters Score -411362.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -411402.250000 Penalty: 2900.513184
	Iteration 17Q: 3 clusters Score -411402.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -411425.812500 Penalty: 2900.513184
	Iteration 18Q: 3 clusters Score -411425.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -411444.031250 Penalty: 2900.513184
	Iteration 19Q: 3 clusters Score -411444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -411461.093750 Penalty: 2900.513184
	Iteration 20F: 3 clusters Score -411461.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -411477.156250 Penalty: 2900.513184
	Iteration 21Q: 3 clusters Score -411477.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -411494.062500 Penalty: 2900.513184
	Iteration 22Q: 3 clusters Score -411494.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -411508.468750 Penalty: 2900.513184
	Iteration 23Q: 3 clusters Score -411508.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -411525.375000 Penalty: 2900.513184
	Iteration 24Q: 3 clusters Score -411525.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -411547.718750 Penalty: 2900.513184
	Iteration 25Q: 3 clusters Score -411547.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -411560.312500 Penalty: 2900.513184
	Iteration 26Q: 3 clusters Score -411560.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -411570.500000 Penalty: 2900.513184
	Iteration 27Q: 3 clusters Score -411570.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -411577.750000 Penalty: 2900.513184
	Iteration 28Q: 3 clusters Score -411577.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -411587.562500 Penalty: 2900.513184
	Iteration 29Q: 3 clusters Score -411587.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -411594.750000 Penalty: 2900.513184
	Iteration 30Q: 3 clusters Score -411594.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -411600.000000 Penalty: 2900.513184
	Iteration 31Q: 3 clusters Score -411600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -411605.718750 Penalty: 2900.513184
	Iteration 32Q: 3 clusters Score -411605.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -411611.062500 Penalty: 2900.513184
	Iteration 33Q: 3 clusters Score -411611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -411613.062500 Penalty: 2900.513184
	Iteration 34Q: 3 clusters Score -411613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -411616.625000 Penalty: 2900.513184
	Iteration 35Q: 3 clusters Score -411616.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -411620.812500 Penalty: 2900.513184
	Iteration 36Q: 3 clusters Score -411620.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -411626.187500 Penalty: 2900.513184
	Iteration 37Q: 3 clusters Score -411626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -411629.093750 Penalty: 2900.513184
	Iteration 38Q: 3 clusters Score -411629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -411631.250000 Penalty: 2900.513184
	Iteration 39Q: 3 clusters Score -411631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -411632.937500 Penalty: 2900.513184
	Iteration 40F: 3 clusters Score -411632.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -411634.625000 Penalty: 2900.513184
	Iteration 41Q: 3 clusters Score -411634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -411633.031250 Penalty: 2900.513184
	Iteration 42Q: 3 clusters Score -411633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -411634.187500 Penalty: 2900.513184
	Iteration 43Q: 3 clusters Score -411634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -411634.187500 Penalty: 2900.513184
	Iteration 44F: 3 clusters Score -411634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Entering Unmasked Estep 
Score: -719505.500000 Penalty: 1531.123901
	Iteration 0F: 2 clusters Score -719505.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -710781.375000 Penalty: 3062.247803
	Iteration 0F: 3 clusters Score -710781.4 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -713721.000000 Penalty: 3062.247803
	Iteration 1F: 3 clusters Score -713721 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -713967.500000 Penalty: 3062.247803
	Iteration 2F: 3 clusters Score -713967.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -714153.875000 Penalty: 3062.247803
	Iteration 3Q: 3 clusters Score -714153.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -714334.687500 Penalty: 3062.247803
	Iteration 4Q: 3 clusters Score -714334.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -714502.437500 Penalty: 3062.247803
	Iteration 5Q: 3 clusters Score -714502.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -714667.500000 Penalty: 3062.247803
	Iteration 6Q: 3 clusters Score -714667.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -714850.562500 Penalty: 3062.247803
	Iteration 7Q: 3 clusters Score -714850.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -715065.312500 Penalty: 3062.247803
	Iteration 8Q: 3 clusters Score -715065.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -715379.125000 Penalty: 3062.247803
	Iteration 9Q: 3 clusters Score -715379.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -715733.812500 Penalty: 3062.247803
	Iteration 10F: 3 clusters Score -715733.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -716063.562500 Penalty: 3062.247803
	Iteration 11Q: 3 clusters Score -716063.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -716361.312500 Penalty: 3062.247803
	Iteration 12Q: 3 clusters Score -716361.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -716640.562500 Penalty: 3062.247803
	Iteration 13Q: 3 clusters Score -716640.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -716938.250000 Penalty: 3062.247803
	Iteration 14Q: 3 clusters Score -716938.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -717224.437500 Penalty: 3062.247803
	Iteration 15Q: 3 clusters Score -717224.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -717460.375000 Penalty: 3062.247803
	Iteration 16Q: 3 clusters Score -717460.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -717659.687500 Penalty: 3062.247803
	Iteration 17Q: 3 clusters Score -717659.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -717803.187500 Penalty: 3062.247803
	Iteration 18Q: 3 clusters Score -717803.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -717885.187500 Penalty: 3062.247803
	Iteration 19Q: 3 clusters Score -717885.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -717956.750000 Penalty: 3062.247803
	Iteration 20F: 3 clusters Score -717956.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -718031.625000 Penalty: 3062.247803
	Iteration 21Q: 3 clusters Score -718031.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -718083.500000 Penalty: 3062.247803
	Iteration 22Q: 3 clusters Score -718083.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -718119.250000 Penalty: 3062.247803
	Iteration 23Q: 3 clusters Score -718119.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -718138.500000 Penalty: 3062.247803
	Iteration 24Q: 3 clusters Score -718138.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -718152.500000 Penalty: 3062.247803
	Iteration 25Q: 3 clusters Score -718152.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -718164.187500 Penalty: 3062.247803
	Iteration 26Q: 3 clusters Score -718164.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -718171.875000 Penalty: 3062.247803
	Iteration 27Q: 3 clusters Score -718171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -718173.812500 Penalty: 3062.247803
	Iteration 28Q: 3 clusters Score -718173.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -718181.187500 Penalty: 3062.247803
	Iteration 29Q: 3 clusters Score -718181.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -718184.250000 Penalty: 3062.247803
	Iteration 30Q: 3 clusters Score -718184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -718188.250000 Penalty: 3062.247803
	Iteration 31Q: 3 clusters Score -718188.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -718190.500000 Penalty: 3062.247803
	Iteration 32Q: 3 clusters Score -718190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -718192.625000 Penalty: 3062.247803
	Iteration 33Q: 3 clusters Score -718192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -718196.000000 Penalty: 3062.247803
	Iteration 34Q: 3 clusters Score -718196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -718199.250000 Penalty: 3062.247803
	Iteration 35Q: 3 clusters Score -718199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -718200.125000 Penalty: 3062.247803
	Iteration 36Q: 3 clusters Score -718200.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -718200.125000 Penalty: 3062.247803
	Iteration 37F: 3 clusters Score -718200.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -146123.906250 Penalty: 1271.212402
	Iteration 0F: 2 clusters Score -146123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -143716.796875 Penalty: 2542.424805
	Iteration 0F: 3 clusters Score -143716.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -144270.890625 Penalty: 2542.424805
	Iteration 1F: 3 clusters Score -144270.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -144379.953125 Penalty: 2542.424805
	Iteration 2F: 3 clusters Score -144380 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -144458.625000 Penalty: 2542.424805
	Iteration 3Q: 3 clusters Score -144458.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -144529.984375 Penalty: 2542.424805
	Iteration 4Q: 3 clusters Score -144530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -144606.046875 Penalty: 2542.424805
	Iteration 5Q: 3 clusters Score -144606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -144697.000000 Penalty: 2542.424805
	Iteration 6Q: 3 clusters Score -144697 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -144762.171875 Penalty: 2542.424805
	Iteration 7Q: 3 clusters Score -144762.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -144802.062500 Penalty: 2542.424805
	Iteration 8Q: 3 clusters Score -144802.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -144830.343750 Penalty: 2542.424805
	Iteration 9Q: 3 clusters Score -144830.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -144848.671875 Penalty: 2542.424805
	Iteration 10Q: 3 clusters Score -144848.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -144866.984375 Penalty: 2542.424805
	Iteration 11Q: 3 clusters Score -144867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -144888.640625 Penalty: 2542.424805
	Iteration 12Q: 3 clusters Score -144888.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -144909.296875 Penalty: 2542.424805
	Iteration 13Q: 3 clusters Score -144909.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -144924.515625 Penalty: 2542.424805
	Iteration 14Q: 3 clusters Score -144924.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -144940.750000 Penalty: 2542.424805
	Iteration 15Q: 3 clusters Score -144940.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -144952.281250 Penalty: 2542.424805
	Iteration 16Q: 3 clusters Score -144952.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -144966.078125 Penalty: 2542.424805
	Iteration 17Q: 3 clusters Score -144966.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -144979.500000 Penalty: 2542.424805
	Iteration 18Q: 3 clusters Score -144979.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -144995.031250 Penalty: 2542.424805
	Iteration 19Q: 3 clusters Score -144995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -145011.140625 Penalty: 2542.424805
	Iteration 20F: 3 clusters Score -145011.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -145025.468750 Penalty: 2542.424805
	Iteration 21Q: 3 clusters Score -145025.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -145038.906250 Penalty: 2542.424805
	Iteration 22Q: 3 clusters Score -145038.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -145048.687500 Penalty: 2542.424805
	Iteration 23Q: 3 clusters Score -145048.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -145053.671875 Penalty: 2542.424805
	Iteration 24Q: 3 clusters Score -145053.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -145060.515625 Penalty: 2542.424805
	Iteration 25Q: 3 clusters Score -145060.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -145066.093750 Penalty: 2542.424805
	Iteration 26Q: 3 clusters Score -145066.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -145072.109375 Penalty: 2542.424805
	Iteration 27Q: 3 clusters Score -145072.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -145075.593750 Penalty: 2542.424805
	Iteration 28Q: 3 clusters Score -145075.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -145079.828125 Penalty: 2542.424805
	Iteration 29Q: 3 clusters Score -145079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -145083.468750 Penalty: 2542.424805
	Iteration 30Q: 3 clusters Score -145083.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -145088.812500 Penalty: 2542.424805
	Iteration 31Q: 3 clusters Score -145088.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -145091.281250 Penalty: 2542.424805
	Iteration 32Q: 3 clusters Score -145091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -145093.671875 Penalty: 2542.424805
	Iteration 33Q: 3 clusters Score -145093.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -145099.906250 Penalty: 2542.424805
	Iteration 34Q: 3 clusters Score -145099.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -145109.046875 Penalty: 2542.424805
	Iteration 35Q: 3 clusters Score -145109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -145119.406250 Penalty: 2542.424805
	Iteration 36Q: 3 clusters Score -145119.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -145125.828125 Penalty: 2542.424805
	Iteration 37Q: 3 clusters Score -145125.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -145128.343750 Penalty: 2542.424805
	Iteration 38Q: 3 clusters Score -145128.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -145132.093750 Penalty: 2542.424805
	Iteration 39Q: 3 clusters Score -145132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -145135.375000 Penalty: 2542.424805
	Iteration 40F: 3 clusters Score -145135.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -145139.203125 Penalty: 2542.424805
	Iteration 41Q: 3 clusters Score -145139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -145141.718750 Penalty: 2542.424805
	Iteration 42Q: 3 clusters Score -145141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -145142.281250 Penalty: 2542.424805
	Iteration 43Q: 3 clusters Score -145142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -145145.875000 Penalty: 2542.424805
	Iteration 44Q: 3 clusters Score -145145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -145149.468750 Penalty: 2542.424805
	Iteration 45Q: 3 clusters Score -145149.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -145152.109375 Penalty: 2542.424805
	Iteration 46Q: 3 clusters Score -145152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -145154.859375 Penalty: 2542.424805
	Iteration 47Q: 3 clusters Score -145154.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -145158.234375 Penalty: 2542.424805
	Iteration 48Q: 3 clusters Score -145158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -145159.953125 Penalty: 2542.424805
	Iteration 49Q: 3 clusters Score -145160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -145162.437500 Penalty: 2542.424805
	Iteration 50Q: 3 clusters Score -145162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -145163.921875 Penalty: 2542.424805
	Iteration 51Q: 3 clusters Score -145163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -145165.937500 Penalty: 2542.424805
	Iteration 52Q: 3 clusters Score -145165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -145167.125000 Penalty: 2542.424805
	Iteration 53Q: 3 clusters Score -145167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -145167.328125 Penalty: 2542.424805
	Iteration 54Q: 3 clusters Score -145167.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -145167.718750 Penalty: 2542.424805
	Iteration 55Q: 3 clusters Score -145167.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -145167.718750 Penalty: 2542.424805
	Iteration 56F: 3 clusters Score -145167.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -148348.015625 Penalty: 1284.873779
	Iteration 0F: 2 clusters Score -148348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -145809.843750 Penalty: 2569.747559
	Iteration 0F: 3 clusters Score -145809.8 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -146590.281250 Penalty: 2569.747559
	Iteration 1F: 3 clusters Score -146590.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -146778.156250 Penalty: 2569.747559
	Iteration 2F: 3 clusters Score -146778.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -146930.593750 Penalty: 2569.747559
	Iteration 3F: 3 clusters Score -146930.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -147103.250000 Penalty: 2569.747559
	Iteration 4F: 3 clusters Score -147103.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -147273.625000 Penalty: 2569.747559
	Iteration 5F: 3 clusters Score -147273.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -147427.250000 Penalty: 2569.747559
	Iteration 6Q: 3 clusters Score -147427.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -147566.437500 Penalty: 2569.747559
	Iteration 7Q: 3 clusters Score -147566.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -147667.281250 Penalty: 2569.747559
	Iteration 8Q: 3 clusters Score -147667.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -147738.421875 Penalty: 2569.747559
	Iteration 9Q: 3 clusters Score -147738.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -147790.906250 Penalty: 2569.747559
	Iteration 10Q: 3 clusters Score -147790.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -147829.515625 Penalty: 2569.747559
	Iteration 11Q: 3 clusters Score -147829.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -147862.468750 Penalty: 2569.747559
	Iteration 12Q: 3 clusters Score -147862.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -147886.218750 Penalty: 2569.747559
	Iteration 13Q: 3 clusters Score -147886.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -147907.078125 Penalty: 2569.747559
	Iteration 14Q: 3 clusters Score -147907.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -147933.656250 Penalty: 2569.747559
	Iteration 15Q: 3 clusters Score -147933.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -147974.984375 Penalty: 2569.747559
	Iteration 16Q: 3 clusters Score -147975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -148032.531250 Penalty: 2569.747559
	Iteration 17Q: 3 clusters Score -148032.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -148115.484375 Penalty: 2569.747559
	Iteration 18Q: 3 clusters Score -148115.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -148223.156250 Penalty: 2569.747559
	Iteration 19Q: 3 clusters Score -148223.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -148300.031250 Penalty: 2569.747559
	Iteration 20F: 3 clusters Score -148300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -148347.437500 Penalty: 2569.747559
	Iteration 21Q: 3 clusters Score -148347.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -148370.171875 Penalty: 2569.747559
	Iteration 22Q: 3 clusters Score -148370.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -148377.843750 Penalty: 2569.747559
	Iteration 23Q: 3 clusters Score -148377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -148381.562500 Penalty: 2569.747559
	Iteration 24Q: 3 clusters Score -148381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -148382.562500 Penalty: 2569.747559
	Iteration 25Q: 3 clusters Score -148382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -148383.046875 Penalty: 2569.747559
	Iteration 26Q: 3 clusters Score -148383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -148383.703125 Penalty: 2569.747559
	Iteration 27Q: 3 clusters Score -148383.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -148383.703125 Penalty: 2569.747559
	Iteration 28F: 3 clusters Score -148383.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25743 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2497 members 
Mstep: Class 8 contains 1155 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44039 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1262 members 
Mstep: Class 33 contains 1561 members 
Entering Unmasked Estep 
Score: -34151672.000000 Penalty: 71552.687500
Splitting cluster 8 changes total score from -34152568.000000 to -34151672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -256052.531250 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -256052.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -252199.562500 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -252199.6 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -253293.140625 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -253293.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -253506.359375 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -253506.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -253662.968750 Penalty: 2757.853271
	Iteration 3F: 3 clusters Score -253663 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -253783.765625 Penalty: 2757.853271
	Iteration 4Q: 3 clusters Score -253783.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -253880.593750 Penalty: 2757.853271
	Iteration 5Q: 3 clusters Score -253880.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -253986.109375 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -253986.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -254080.515625 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -254080.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -254173.921875 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -254173.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -254272.984375 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -254273 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -254360.500000 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -254360.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -254441.921875 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -254441.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -254494.359375 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -254494.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -254537.984375 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -254538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -254568.828125 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -254568.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -254598.046875 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -254598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -254629.937500 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -254629.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -254665.500000 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -254665.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -254698.187500 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -254698.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -254734.640625 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -254734.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -254767.875000 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -254767.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -254790.562500 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -254790.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -254809.937500 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -254809.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -254822.890625 Penalty: 2757.853271
	Iteration 23Q: 3 clusters Score -254822.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -254831.562500 Penalty: 2757.853271
	Iteration 24Q: 3 clusters Score -254831.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -254838.593750 Penalty: 2757.853271
	Iteration 25Q: 3 clusters Score -254838.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -254842.578125 Penalty: 2757.853271
	Iteration 26Q: 3 clusters Score -254842.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -254848.296875 Penalty: 2757.853271
	Iteration 27Q: 3 clusters Score -254848.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -254851.718750 Penalty: 2757.853271
	Iteration 28Q: 3 clusters Score -254851.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -254853.656250 Penalty: 2757.853271
	Iteration 29Q: 3 clusters Score -254853.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -254855.187500 Penalty: 2757.853271
	Iteration 30Q: 3 clusters Score -254855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -254855.343750 Penalty: 2757.853271
	Iteration 31Q: 3 clusters Score -254855.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -254856.562500 Penalty: 2757.853271
	Iteration 32Q: 3 clusters Score -254856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -254857.250000 Penalty: 2757.853271
	Iteration 33Q: 3 clusters Score -254857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -254858.656250 Penalty: 2757.853271
	Iteration 34Q: 3 clusters Score -254858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -254860.593750 Penalty: 2757.853271
	Iteration 35Q: 3 clusters Score -254860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -254862.125000 Penalty: 2757.853271
	Iteration 36Q: 3 clusters Score -254862.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -254864.828125 Penalty: 2757.853271
	Iteration 37Q: 3 clusters Score -254864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -254866.718750 Penalty: 2757.853271
	Iteration 38Q: 3 clusters Score -254866.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -254868.281250 Penalty: 2757.853271
	Iteration 39Q: 3 clusters Score -254868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -254869.203125 Penalty: 2757.853271
	Iteration 40F: 3 clusters Score -254869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -254869.656250 Penalty: 2757.853271
	Iteration 41Q: 3 clusters Score -254869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -254870.453125 Penalty: 2757.853271
	Iteration 42Q: 3 clusters Score -254870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -254870.453125 Penalty: 2757.853271
	Iteration 43F: 3 clusters Score -254870.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Entering Unmasked Estep 
Score: -422289.218750 Penalty: 1455.323242
	Iteration 0F: 2 clusters Score -422289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -416541.812500 Penalty: 2910.646484
	Iteration 0F: 3 clusters Score -416541.8 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -418334.312500 Penalty: 2910.646484
	Iteration 1F: 3 clusters Score -418334.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -418555.093750 Penalty: 2910.646484
	Iteration 2F: 3 clusters Score -418555.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -418746.125000 Penalty: 2910.646484
	Iteration 3F: 3 clusters Score -418746.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -418944.343750 Penalty: 2910.646484
	Iteration 4Q: 3 clusters Score -418944.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -419154.093750 Penalty: 2910.646484
	Iteration 5Q: 3 clusters Score -419154.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -419401.781250 Penalty: 2910.646484
	Iteration 6Q: 3 clusters Score -419401.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -419678.562500 Penalty: 2910.646484
	Iteration 7Q: 3 clusters Score -419678.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -419945.250000 Penalty: 2910.646484
	Iteration 8Q: 3 clusters Score -419945.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -420201.218750 Penalty: 2910.646484
	Iteration 9Q: 3 clusters Score -420201.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -420473.468750 Penalty: 2910.646484
	Iteration 10Q: 3 clusters Score -420473.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -420706.875000 Penalty: 2910.646484
	Iteration 11Q: 3 clusters Score -420706.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -420896.625000 Penalty: 2910.646484
	Iteration 12Q: 3 clusters Score -420896.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -421040.250000 Penalty: 2910.646484
	Iteration 13Q: 3 clusters Score -421040.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -421180.500000 Penalty: 2910.646484
	Iteration 14Q: 3 clusters Score -421180.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -421271.250000 Penalty: 2910.646484
	Iteration 15Q: 3 clusters Score -421271.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -421327.875000 Penalty: 2910.646484
	Iteration 16Q: 3 clusters Score -421327.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -421363.406250 Penalty: 2910.646484
	Iteration 17Q: 3 clusters Score -421363.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -421385.125000 Penalty: 2910.646484
	Iteration 18Q: 3 clusters Score -421385.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -421400.250000 Penalty: 2910.646484
	Iteration 19Q: 3 clusters Score -421400.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -421408.562500 Penalty: 2910.646484
	Iteration 20F: 3 clusters Score -421408.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -421416.062500 Penalty: 2910.646484
	Iteration 21Q: 3 clusters Score -421416.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -421422.343750 Penalty: 2910.646484
	Iteration 22Q: 3 clusters Score -421422.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -421426.437500 Penalty: 2910.646484
	Iteration 23Q: 3 clusters Score -421426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -421430.656250 Penalty: 2910.646484
	Iteration 24Q: 3 clusters Score -421430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -421432.906250 Penalty: 2910.646484
	Iteration 25Q: 3 clusters Score -421432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -421432.937500 Penalty: 2910.646484
	Iteration 26Q: 3 clusters Score -421432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -421433.562500 Penalty: 2910.646484
	Iteration 27Q: 3 clusters Score -421433.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -421433.562500 Penalty: 2910.646484
	Iteration 28F: 3 clusters Score -421433.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -60507.558594 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -60507.56 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 575 members 
Entering Unmasked Estep 
Score: -58952.757812 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -58952.76 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -59290.101562 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -59290.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -59392.800781 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -59392.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -59441.789062 Penalty: 2295.490723
	Iteration 3Q: 3 clusters Score -59441.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -59474.792969 Penalty: 2295.490723
	Iteration 4Q: 3 clusters Score -59474.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59496.437500 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -59496.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -59523.097656 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -59523.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -59540.605469 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -59540.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -59553.726562 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -59553.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -59564.324219 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -59564.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59571.460938 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -59571.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -59580.816406 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -59580.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -59588.554688 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -59588.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -59593.855469 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -59593.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59595.839844 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -59595.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59595.839844 Penalty: 2295.490723
	Iteration 15F: 3 clusters Score -59595.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Entering Unmasked Estep 
Score: -1028034.000000 Penalty: 1590.380005
	Iteration 0F: 2 clusters Score -1028034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1015904.687500 Penalty: 3180.760010
	Iteration 0F: 3 clusters Score -1015905 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1020247.250000 Penalty: 3180.760010
	Iteration 1F: 3 clusters Score -1020247 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1020562.250000 Penalty: 3180.760010
	Iteration 2F: 3 clusters Score -1020562 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1020836.375000 Penalty: 3180.760010
	Iteration 3Q: 3 clusters Score -1020836 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1021104.312500 Penalty: 3180.760010
	Iteration 4Q: 3 clusters Score -1021104 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1021394.562500 Penalty: 3180.760010
	Iteration 5Q: 3 clusters Score -1021395 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1021737.937500 Penalty: 3180.760010
	Iteration 6Q: 3 clusters Score -1021738 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1022141.062500 Penalty: 3180.760010
	Iteration 7Q: 3 clusters Score -1022141 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1022606.562500 Penalty: 3180.760010
	Iteration 8Q: 3 clusters Score -1022607 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1023138.875000 Penalty: 3180.760010
	Iteration 9Q: 3 clusters Score -1023139 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1023746.562500 Penalty: 3180.760010
	Iteration 10F: 3 clusters Score -1023747 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1024296.375000 Penalty: 3180.760010
	Iteration 11Q: 3 clusters Score -1024296 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1024821.500000 Penalty: 3180.760010
	Iteration 12Q: 3 clusters Score -1024822 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1025258.250000 Penalty: 3180.760010
	Iteration 13Q: 3 clusters Score -1025258 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1025564.875000 Penalty: 3180.760010
	Iteration 14Q: 3 clusters Score -1025565 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1025743.375000 Penalty: 3180.760010
	Iteration 15Q: 3 clusters Score -1025743 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1025853.187500 Penalty: 3180.760010
	Iteration 16Q: 3 clusters Score -1025853 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1025932.250000 Penalty: 3180.760010
	Iteration 17Q: 3 clusters Score -1025932 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1025997.562500 Penalty: 3180.760010
	Iteration 18Q: 3 clusters Score -1025998 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1026049.000000 Penalty: 3180.760010
	Iteration 19Q: 3 clusters Score -1026049 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1026094.562500 Penalty: 3180.760010
	Iteration 20F: 3 clusters Score -1026095 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1026133.812500 Penalty: 3180.760010
	Iteration 21Q: 3 clusters Score -1026134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1026160.687500 Penalty: 3180.760010
	Iteration 22Q: 3 clusters Score -1026161 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1026189.687500 Penalty: 3180.760010
	Iteration 23Q: 3 clusters Score -1026190 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1026213.937500 Penalty: 3180.760010
	Iteration 24Q: 3 clusters Score -1026214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1026242.187500 Penalty: 3180.760010
	Iteration 25Q: 3 clusters Score -1026242 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1026282.625000 Penalty: 3180.760010
	Iteration 26Q: 3 clusters Score -1026283 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1026334.750000 Penalty: 3180.760010
	Iteration 27Q: 3 clusters Score -1026335 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1026410.125000 Penalty: 3180.760010
	Iteration 28Q: 3 clusters Score -1026410 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1026503.937500 Penalty: 3180.760010
	Iteration 29Q: 3 clusters Score -1026504 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1026597.937500 Penalty: 3180.760010
	Iteration 30Q: 3 clusters Score -1026598 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1026689.937500 Penalty: 3180.760010
	Iteration 31Q: 3 clusters Score -1026690 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1026755.625000 Penalty: 3180.760010
	Iteration 32Q: 3 clusters Score -1026756 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1026800.687500 Penalty: 3180.760010
	Iteration 33Q: 3 clusters Score -1026801 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1026831.875000 Penalty: 3180.760010
	Iteration 34Q: 3 clusters Score -1026832 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1026857.500000 Penalty: 3180.760010
	Iteration 35Q: 3 clusters Score -1026858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1026876.750000 Penalty: 3180.760010
	Iteration 36Q: 3 clusters Score -1026877 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1026890.312500 Penalty: 3180.760010
	Iteration 37Q: 3 clusters Score -1026890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1026900.937500 Penalty: 3180.760010
	Iteration 38Q: 3 clusters Score -1026901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1026909.812500 Penalty: 3180.760010
	Iteration 39Q: 3 clusters Score -1026910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1026911.375000 Penalty: 3180.760010
	Iteration 40F: 3 clusters Score -1026911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1026918.187500 Penalty: 3180.760010
	Iteration 41Q: 3 clusters Score -1026918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1026921.687500 Penalty: 3180.760010
	Iteration 42Q: 3 clusters Score -1026922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1026924.750000 Penalty: 3180.760010
	Iteration 43Q: 3 clusters Score -1026925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1026924.687500 Penalty: 3180.760010
	Iteration 44Q: 3 clusters Score -1026925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1026928.375000 Penalty: 3180.760010
	Iteration 45Q: 3 clusters Score -1026928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1026930.562500 Penalty: 3180.760010
	Iteration 46Q: 3 clusters Score -1026931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1026932.187500 Penalty: 3180.760010
	Iteration 47Q: 3 clusters Score -1026932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1026932.875000 Penalty: 3180.760010
	Iteration 48Q: 3 clusters Score -1026933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1026932.187500 Penalty: 3180.760010
	Iteration 49Q: 3 clusters Score -1026932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1026935.125000 Penalty: 3180.760010
	Iteration 50Q: 3 clusters Score -1026935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1026933.687500 Penalty: 3180.760010
	Iteration 51Q: 3 clusters Score -1026934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1026939.125000 Penalty: 3180.760010
	Iteration 52Q: 3 clusters Score -1026939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1026941.125000 Penalty: 3180.760010
	Iteration 53Q: 3 clusters Score -1026941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1026946.125000 Penalty: 3180.760010
	Iteration 54Q: 3 clusters Score -1026946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1026946.062500 Penalty: 3180.760010
	Iteration 55Q: 3 clusters Score -1026946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1026944.750000 Penalty: 3180.760010
	Iteration 56Q: 3 clusters Score -1026945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1026952.437500 Penalty: 3180.760010
	Iteration 57Q: 3 clusters Score -1026952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1026954.250000 Penalty: 3180.760010
	Iteration 58Q: 3 clusters Score -1026954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1026955.625000 Penalty: 3180.760010
	Iteration 59Q: 3 clusters Score -1026956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1026958.875000 Penalty: 3180.760010
	Iteration 60F: 3 clusters Score -1026959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1026960.937500 Penalty: 3180.760010
	Iteration 61Q: 3 clusters Score -1026961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1026959.625000 Penalty: 3180.760010
	Iteration 62Q: 3 clusters Score -1026960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1026959.687500 Penalty: 3180.760010
	Iteration 63Q: 3 clusters Score -1026960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1026960.687500 Penalty: 3180.760010
	Iteration 64Q: 3 clusters Score -1026961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1026959.750000 Penalty: 3180.760010
	Iteration 65Q: 3 clusters Score -1026960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1026959.875000 Penalty: 3180.760010
	Iteration 66Q: 3 clusters Score -1026960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1026960.625000 Penalty: 3180.760010
	Iteration 67Q: 3 clusters Score -1026961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1026958.875000 Penalty: 3180.760010
	Iteration 68Q: 3 clusters Score -1026959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1026958.937500 Penalty: 3180.760010
	Iteration 69Q: 3 clusters Score -1026959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1026958.937500 Penalty: 3180.760010
	Iteration 70F: 3 clusters Score -1026959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Entering Unmasked Estep 
Score: -596183.562500 Penalty: 1507.902466
	Iteration 0F: 2 clusters Score -596183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -588474.625000 Penalty: 3015.804932
	Iteration 0F: 3 clusters Score -588474.6 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -591044.312500 Penalty: 3015.804932
	Iteration 1F: 3 clusters Score -591044.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -591416.000000 Penalty: 3015.804932
	Iteration 2F: 3 clusters Score -591416 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -591746.687500 Penalty: 3015.804932
	Iteration 3F: 3 clusters Score -591746.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -592066.500000 Penalty: 3015.804932
	Iteration 4F: 3 clusters Score -592066.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -592397.625000 Penalty: 3015.804932
	Iteration 5F: 3 clusters Score -592397.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -592704.125000 Penalty: 3015.804932
	Iteration 6Q: 3 clusters Score -592704.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -593013.500000 Penalty: 3015.804932
	Iteration 7Q: 3 clusters Score -593013.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -593364.250000 Penalty: 3015.804932
	Iteration 8Q: 3 clusters Score -593364.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -593761.000000 Penalty: 3015.804932
	Iteration 9Q: 3 clusters Score -593761 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -594058.875000 Penalty: 3015.804932
	Iteration 10Q: 3 clusters Score -594058.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -594271.187500 Penalty: 3015.804932
	Iteration 11Q: 3 clusters Score -594271.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -594420.625000 Penalty: 3015.804932
	Iteration 12Q: 3 clusters Score -594420.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -594532.750000 Penalty: 3015.804932
	Iteration 13Q: 3 clusters Score -594532.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -594622.250000 Penalty: 3015.804932
	Iteration 14Q: 3 clusters Score -594622.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -594687.625000 Penalty: 3015.804932
	Iteration 15Q: 3 clusters Score -594687.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -594745.562500 Penalty: 3015.804932
	Iteration 16Q: 3 clusters Score -594745.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -594787.062500 Penalty: 3015.804932
	Iteration 17Q: 3 clusters Score -594787.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -594833.875000 Penalty: 3015.804932
	Iteration 18Q: 3 clusters Score -594833.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -594882.125000 Penalty: 3015.804932
	Iteration 19Q: 3 clusters Score -594882.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -594933.875000 Penalty: 3015.804932
	Iteration 20F: 3 clusters Score -594933.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -594978.562500 Penalty: 3015.804932
	Iteration 21Q: 3 clusters Score -594978.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -595008.625000 Penalty: 3015.804932
	Iteration 22Q: 3 clusters Score -595008.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -595035.312500 Penalty: 3015.804932
	Iteration 23Q: 3 clusters Score -595035.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -595065.687500 Penalty: 3015.804932
	Iteration 24Q: 3 clusters Score -595065.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -595077.312500 Penalty: 3015.804932
	Iteration 25Q: 3 clusters Score -595077.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -595080.562500 Penalty: 3015.804932
	Iteration 26Q: 3 clusters Score -595080.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -595084.562500 Penalty: 3015.804932
	Iteration 27Q: 3 clusters Score -595084.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -595088.125000 Penalty: 3015.804932
	Iteration 28Q: 3 clusters Score -595088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -595091.062500 Penalty: 3015.804932
	Iteration 29Q: 3 clusters Score -595091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -595094.625000 Penalty: 3015.804932
	Iteration 30Q: 3 clusters Score -595094.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -595096.687500 Penalty: 3015.804932
	Iteration 31Q: 3 clusters Score -595096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -595099.312500 Penalty: 3015.804932
	Iteration 32Q: 3 clusters Score -595099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -595099.250000 Penalty: 3015.804932
	Iteration 33Q: 3 clusters Score -595099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -595101.500000 Penalty: 3015.804932
	Iteration 34Q: 3 clusters Score -595101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -595101.375000 Penalty: 3015.804932
	Iteration 35Q: 3 clusters Score -595101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -595101.500000 Penalty: 3015.804932
	Iteration 36Q: 3 clusters Score -595101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -595101.500000 Penalty: 3015.804932
	Iteration 37Q: 3 clusters Score -595101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -595101.500000 Penalty: 3015.804932
	Iteration 38F: 3 clusters Score -595101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Entering Unmasked Estep 
Score: -2356204.000000 Penalty: 1724.576538
	Iteration 0F: 2 clusters Score -2356204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2328780.250000 Penalty: 3449.153076
	Iteration 0F: 3 clusters Score -2328780 nChanged 18979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2339519.250000 Penalty: 3449.153076
	Iteration 1F: 3 clusters Score -2339519 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2340063.000000 Penalty: 3449.153076
	Iteration 2Q: 3 clusters Score -2340063 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2340654.000000 Penalty: 3449.153076
	Iteration 3Q: 3 clusters Score -2340654 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2341419.500000 Penalty: 3449.153076
	Iteration 4Q: 3 clusters Score -2341420 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2342465.250000 Penalty: 3449.153076
	Iteration 5F: 3 clusters Score -2342465 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2344034.750000 Penalty: 3449.153076
	Iteration 6F: 3 clusters Score -2344035 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2346339.750000 Penalty: 3449.153076
	Iteration 7F: 3 clusters Score -2346340 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2349068.750000 Penalty: 3449.153076
	Iteration 8F: 3 clusters Score -2349069 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2351471.000000 Penalty: 3449.153076
	Iteration 9F: 3 clusters Score -2351471 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2353050.000000 Penalty: 3449.153076
	Iteration 10Q: 3 clusters Score -2353050 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2353927.250000 Penalty: 3449.153076
	Iteration 11Q: 3 clusters Score -2353927 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2354346.000000 Penalty: 3449.153076
	Iteration 12Q: 3 clusters Score -2354346 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2354562.250000 Penalty: 3449.153076
	Iteration 13Q: 3 clusters Score -2354562 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2354665.250000 Penalty: 3449.153076
	Iteration 14Q: 3 clusters Score -2354665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2354723.250000 Penalty: 3449.153076
	Iteration 15Q: 3 clusters Score -2354723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2354757.250000 Penalty: 3449.153076
	Iteration 16Q: 3 clusters Score -2354757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2354773.250000 Penalty: 3449.153076
	Iteration 17Q: 3 clusters Score -2354773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2354784.250000 Penalty: 3449.153076
	Iteration 18Q: 3 clusters Score -2354784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2354796.000000 Penalty: 3449.153076
	Iteration 19Q: 3 clusters Score -2354796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2354805.000000 Penalty: 3449.153076
	Iteration 20F: 3 clusters Score -2354805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2354814.000000 Penalty: 3449.153076
	Iteration 21Q: 3 clusters Score -2354814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2354816.250000 Penalty: 3449.153076
	Iteration 22Q: 3 clusters Score -2354816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2354818.500000 Penalty: 3449.153076
	Iteration 23Q: 3 clusters Score -2354818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2354818.250000 Penalty: 3449.153076
	Iteration 24Q: 3 clusters Score -2354818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2354818.250000 Penalty: 3449.153076
	Iteration 25F: 3 clusters Score -2354818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (107017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Entering Unmasked Estep 
Score: -6380782.500000 Penalty: 1881.870728
	Iteration 0F: 2 clusters Score -6380782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -6309067.500000 Penalty: 3763.741455
	Iteration 0F: 3 clusters Score -6309068 nChanged 51133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -6340331.000000 Penalty: 3763.741455
	Iteration 1F: 3 clusters Score -6340331 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -6342928.000000 Penalty: 3763.741455
	Iteration 2F: 3 clusters Score -6342928 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -6346880.500000 Penalty: 3763.741455
	Iteration 3F: 3 clusters Score -6346880 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -6352136.000000 Penalty: 3763.741455
	Iteration 4F: 3 clusters Score -6352136 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -6357619.500000 Penalty: 3763.741455
	Iteration 5F: 3 clusters Score -6357620 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -6362503.500000 Penalty: 3763.741455
	Iteration 6F: 3 clusters Score -6362504 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -6366668.500000 Penalty: 3763.741455
	Iteration 7F: 3 clusters Score -6366668 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -6370508.500000 Penalty: 3763.741455
	Iteration 8Q: 3 clusters Score -6370508 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -6373717.000000 Penalty: 3763.741455
	Iteration 9Q: 3 clusters Score -6373717 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -6375994.500000 Penalty: 3763.741455
	Iteration 10Q: 3 clusters Score -6375994 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6377342.000000 Penalty: 3763.741455
	Iteration 11Q: 3 clusters Score -6377342 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6378137.000000 Penalty: 3763.741455
	Iteration 12Q: 3 clusters Score -6378137 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6378596.500000 Penalty: 3763.741455
	Iteration 13Q: 3 clusters Score -6378596 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6378911.500000 Penalty: 3763.741455
	Iteration 14Q: 3 clusters Score -6378912 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105466 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6379062.000000 Penalty: 3763.741455
	Iteration 15Q: 3 clusters Score -6379062 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6379153.000000 Penalty: 3763.741455
	Iteration 16Q: 3 clusters Score -6379153 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105705 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6379185.000000 Penalty: 3763.741455
	Iteration 17Q: 3 clusters Score -6379185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105761 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6379218.000000 Penalty: 3763.741455
	Iteration 18Q: 3 clusters Score -6379218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6379247.500000 Penalty: 3763.741455
	Iteration 19Q: 3 clusters Score -6379248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105858 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6379276.500000 Penalty: 3763.741455
	Iteration 20F: 3 clusters Score -6379276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105895 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6379305.000000 Penalty: 3763.741455
	Iteration 21Q: 3 clusters Score -6379305 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105932 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6379334.000000 Penalty: 3763.741455
	Iteration 22Q: 3 clusters Score -6379334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6379351.000000 Penalty: 3763.741455
	Iteration 23Q: 3 clusters Score -6379351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105994 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6379360.000000 Penalty: 3763.741455
	Iteration 24Q: 3 clusters Score -6379360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106016 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6379371.500000 Penalty: 3763.741455
	Iteration 25Q: 3 clusters Score -6379372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106028 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6379374.000000 Penalty: 3763.741455
	Iteration 26Q: 3 clusters Score -6379374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6379383.000000 Penalty: 3763.741455
	Iteration 27Q: 3 clusters Score -6379383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6379377.500000 Penalty: 3763.741455
	Iteration 28Q: 3 clusters Score -6379378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106044 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6379384.000000 Penalty: 3763.741455
	Iteration 29Q: 3 clusters Score -6379384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106049 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6379385.500000 Penalty: 3763.741455
	Iteration 30Q: 3 clusters Score -6379386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106053 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6379386.500000 Penalty: 3763.741455
	Iteration 31Q: 3 clusters Score -6379386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106057 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6379386.000000 Penalty: 3763.741455
	Iteration 32Q: 3 clusters Score -6379386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106059 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6379386.500000 Penalty: 3763.741455
	Iteration 33Q: 3 clusters Score -6379386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6379389.000000 Penalty: 3763.741455
	Iteration 34Q: 3 clusters Score -6379389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6379389.000000 Penalty: 3763.741455
	Iteration 35F: 3 clusters Score -6379389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Entering Unmasked Estep 
Score: -158239.953125 Penalty: 1297.696533
	Iteration 0F: 2 clusters Score -158240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -155561.734375 Penalty: 2595.393066
	Iteration 0F: 3 clusters Score -155561.7 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -156196.203125 Penalty: 2595.393066
	Iteration 1F: 3 clusters Score -156196.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -156328.015625 Penalty: 2595.393066
	Iteration 2F: 3 clusters Score -156328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -156429.687500 Penalty: 2595.393066
	Iteration 3F: 3 clusters Score -156429.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -156513.156250 Penalty: 2595.393066
	Iteration 4Q: 3 clusters Score -156513.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -156603.718750 Penalty: 2595.393066
	Iteration 5Q: 3 clusters Score -156603.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -156691.484375 Penalty: 2595.393066
	Iteration 6Q: 3 clusters Score -156691.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -156781.578125 Penalty: 2595.393066
	Iteration 7Q: 3 clusters Score -156781.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -156868.921875 Penalty: 2595.393066
	Iteration 8Q: 3 clusters Score -156868.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -156965.593750 Penalty: 2595.393066
	Iteration 9Q: 3 clusters Score -156965.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -157062.500000 Penalty: 2595.393066
	Iteration 10Q: 3 clusters Score -157062.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -157168.484375 Penalty: 2595.393066
	Iteration 11Q: 3 clusters Score -157168.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -157248.593750 Penalty: 2595.393066
	Iteration 12Q: 3 clusters Score -157248.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -157304.734375 Penalty: 2595.393066
	Iteration 13Q: 3 clusters Score -157304.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -157340.656250 Penalty: 2595.393066
	Iteration 14Q: 3 clusters Score -157340.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -157378.250000 Penalty: 2595.393066
	Iteration 15Q: 3 clusters Score -157378.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -157411.984375 Penalty: 2595.393066
	Iteration 16Q: 3 clusters Score -157412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -157440.953125 Penalty: 2595.393066
	Iteration 17Q: 3 clusters Score -157441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -157457.656250 Penalty: 2595.393066
	Iteration 18Q: 3 clusters Score -157457.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -157472.953125 Penalty: 2595.393066
	Iteration 19Q: 3 clusters Score -157473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -157488.546875 Penalty: 2595.393066
	Iteration 20F: 3 clusters Score -157488.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -157509.359375 Penalty: 2595.393066
	Iteration 21Q: 3 clusters Score -157509.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -157532.859375 Penalty: 2595.393066
	Iteration 22Q: 3 clusters Score -157532.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -157564.937500 Penalty: 2595.393066
	Iteration 23Q: 3 clusters Score -157564.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -157592.140625 Penalty: 2595.393066
	Iteration 24Q: 3 clusters Score -157592.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -157609.875000 Penalty: 2595.393066
	Iteration 25Q: 3 clusters Score -157609.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -157625.875000 Penalty: 2595.393066
	Iteration 26Q: 3 clusters Score -157625.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -157635.984375 Penalty: 2595.393066
	Iteration 27Q: 3 clusters Score -157636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -157643.343750 Penalty: 2595.393066
	Iteration 28Q: 3 clusters Score -157643.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -157647.531250 Penalty: 2595.393066
	Iteration 29Q: 3 clusters Score -157647.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -157651.812500 Penalty: 2595.393066
	Iteration 30Q: 3 clusters Score -157651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -157653.984375 Penalty: 2595.393066
	Iteration 31Q: 3 clusters Score -157654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -157654.984375 Penalty: 2595.393066
	Iteration 32Q: 3 clusters Score -157655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -157655.140625 Penalty: 2595.393066
	Iteration 33Q: 3 clusters Score -157655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -157655.140625 Penalty: 2595.393066
	Iteration 34F: 3 clusters Score -157655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Entering Unmasked Estep 
Score: -437693.406250 Penalty: 1454.924561
	Iteration 0F: 2 clusters Score -437693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -431996.031250 Penalty: 2909.849121
	Iteration 0F: 3 clusters Score -431996 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -433725.906250 Penalty: 2909.849121
	Iteration 1F: 3 clusters Score -433725.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -433931.500000 Penalty: 2909.849121
	Iteration 2F: 3 clusters Score -433931.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -434052.687500 Penalty: 2909.849121
	Iteration 3Q: 3 clusters Score -434052.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -434136.656250 Penalty: 2909.849121
	Iteration 4Q: 3 clusters Score -434136.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -434214.281250 Penalty: 2909.849121
	Iteration 5Q: 3 clusters Score -434214.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -434275.531250 Penalty: 2909.849121
	Iteration 6Q: 3 clusters Score -434275.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -434333.781250 Penalty: 2909.849121
	Iteration 7Q: 3 clusters Score -434333.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -434398.031250 Penalty: 2909.849121
	Iteration 8Q: 3 clusters Score -434398 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -434454.687500 Penalty: 2909.849121
	Iteration 9Q: 3 clusters Score -434454.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -434509.437500 Penalty: 2909.849121
	Iteration 10Q: 3 clusters Score -434509.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -434576.625000 Penalty: 2909.849121
	Iteration 11Q: 3 clusters Score -434576.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -434638.625000 Penalty: 2909.849121
	Iteration 12Q: 3 clusters Score -434638.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -434731.031250 Penalty: 2909.849121
	Iteration 13Q: 3 clusters Score -434731 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -434864.906250 Penalty: 2909.849121
	Iteration 14Q: 3 clusters Score -434864.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -435028.750000 Penalty: 2909.849121
	Iteration 15Q: 3 clusters Score -435028.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -435208.343750 Penalty: 2909.849121
	Iteration 16Q: 3 clusters Score -435208.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -435381.968750 Penalty: 2909.849121
	Iteration 17Q: 3 clusters Score -435382 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -435547.000000 Penalty: 2909.849121
	Iteration 18Q: 3 clusters Score -435547 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -435680.250000 Penalty: 2909.849121
	Iteration 19Q: 3 clusters Score -435680.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -435791.250000 Penalty: 2909.849121
	Iteration 20F: 3 clusters Score -435791.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -435898.625000 Penalty: 2909.849121
	Iteration 21Q: 3 clusters Score -435898.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -435984.781250 Penalty: 2909.849121
	Iteration 22Q: 3 clusters Score -435984.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -436067.125000 Penalty: 2909.849121
	Iteration 23Q: 3 clusters Score -436067.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -436126.250000 Penalty: 2909.849121
	Iteration 24Q: 3 clusters Score -436126.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -436184.031250 Penalty: 2909.849121
	Iteration 25Q: 3 clusters Score -436184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -436238.312500 Penalty: 2909.849121
	Iteration 26Q: 3 clusters Score -436238.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -436287.937500 Penalty: 2909.849121
	Iteration 27Q: 3 clusters Score -436287.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -436328.718750 Penalty: 2909.849121
	Iteration 28Q: 3 clusters Score -436328.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -436354.500000 Penalty: 2909.849121
	Iteration 29Q: 3 clusters Score -436354.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -436378.156250 Penalty: 2909.849121
	Iteration 30Q: 3 clusters Score -436378.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -436394.000000 Penalty: 2909.849121
	Iteration 31Q: 3 clusters Score -436394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -436410.250000 Penalty: 2909.849121
	Iteration 32Q: 3 clusters Score -436410.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -436421.968750 Penalty: 2909.849121
	Iteration 33Q: 3 clusters Score -436422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -436430.218750 Penalty: 2909.849121
	Iteration 34Q: 3 clusters Score -436430.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -436437.750000 Penalty: 2909.849121
	Iteration 35Q: 3 clusters Score -436437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -436448.656250 Penalty: 2909.849121
	Iteration 36Q: 3 clusters Score -436448.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -436457.312500 Penalty: 2909.849121
	Iteration 37Q: 3 clusters Score -436457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -436465.125000 Penalty: 2909.849121
	Iteration 38Q: 3 clusters Score -436465.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -436473.000000 Penalty: 2909.849121
	Iteration 39Q: 3 clusters Score -436473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -436482.312500 Penalty: 2909.849121
	Iteration 40F: 3 clusters Score -436482.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -436488.843750 Penalty: 2909.849121
	Iteration 41Q: 3 clusters Score -436488.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -436499.187500 Penalty: 2909.849121
	Iteration 42Q: 3 clusters Score -436499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -436505.781250 Penalty: 2909.849121
	Iteration 43Q: 3 clusters Score -436505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -436510.937500 Penalty: 2909.849121
	Iteration 44Q: 3 clusters Score -436510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -436511.937500 Penalty: 2909.849121
	Iteration 45Q: 3 clusters Score -436511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -436513.500000 Penalty: 2909.849121
	Iteration 46Q: 3 clusters Score -436513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -436515.812500 Penalty: 2909.849121
	Iteration 47Q: 3 clusters Score -436515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -436518.843750 Penalty: 2909.849121
	Iteration 48Q: 3 clusters Score -436518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -436520.937500 Penalty: 2909.849121
	Iteration 49Q: 3 clusters Score -436520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -436523.031250 Penalty: 2909.849121
	Iteration 50Q: 3 clusters Score -436523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -436523.906250 Penalty: 2909.849121
	Iteration 51Q: 3 clusters Score -436523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -436526.937500 Penalty: 2909.849121
	Iteration 52Q: 3 clusters Score -436526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -436530.687500 Penalty: 2909.849121
	Iteration 53Q: 3 clusters Score -436530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -436530.843750 Penalty: 2909.849121
	Iteration 54Q: 3 clusters Score -436530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -436530.843750 Penalty: 2909.849121
	Iteration 55F: 3 clusters Score -436530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Entering Unmasked Estep 
Score: -2302125.500000 Penalty: 1720.048828
	Iteration 0F: 2 clusters Score -2302126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2275547.000000 Penalty: 3440.097656
	Iteration 0F: 3 clusters Score -2275547 nChanged 18519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2286346.000000 Penalty: 3440.097656
	Iteration 1F: 3 clusters Score -2286346 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2286967.250000 Penalty: 3440.097656
	Iteration 2Q: 3 clusters Score -2286967 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2287689.750000 Penalty: 3440.097656
	Iteration 3Q: 3 clusters Score -2287690 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2288561.000000 Penalty: 3440.097656
	Iteration 4F: 3 clusters Score -2288561 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2289508.250000 Penalty: 3440.097656
	Iteration 5F: 3 clusters Score -2289508 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2290444.250000 Penalty: 3440.097656
	Iteration 6F: 3 clusters Score -2290444 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2291296.500000 Penalty: 3440.097656
	Iteration 7F: 3 clusters Score -2291296 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2291989.500000 Penalty: 3440.097656
	Iteration 8Q: 3 clusters Score -2291990 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2292538.000000 Penalty: 3440.097656
	Iteration 9Q: 3 clusters Score -2292538 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2292942.000000 Penalty: 3440.097656
	Iteration 10Q: 3 clusters Score -2292942 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2293219.750000 Penalty: 3440.097656
	Iteration 11Q: 3 clusters Score -2293220 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2293463.000000 Penalty: 3440.097656
	Iteration 12Q: 3 clusters Score -2293463 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2293633.000000 Penalty: 3440.097656
	Iteration 13Q: 3 clusters Score -2293633 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2293796.750000 Penalty: 3440.097656
	Iteration 14Q: 3 clusters Score -2293797 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2293946.000000 Penalty: 3440.097656
	Iteration 15Q: 3 clusters Score -2293946 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2294117.500000 Penalty: 3440.097656
	Iteration 16Q: 3 clusters Score -2294118 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2294280.750000 Penalty: 3440.097656
	Iteration 17Q: 3 clusters Score -2294281 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2294532.000000 Penalty: 3440.097656
	Iteration 18Q: 3 clusters Score -2294532 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2294855.750000 Penalty: 3440.097656
	Iteration 19Q: 3 clusters Score -2294856 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2295299.500000 Penalty: 3440.097656
	Iteration 20F: 3 clusters Score -2295300 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2295916.500000 Penalty: 3440.097656
	Iteration 21Q: 3 clusters Score -2295916 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2296706.250000 Penalty: 3440.097656
	Iteration 22Q: 3 clusters Score -2296706 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2297603.250000 Penalty: 3440.097656
	Iteration 23Q: 3 clusters Score -2297603 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2298500.250000 Penalty: 3440.097656
	Iteration 24Q: 3 clusters Score -2298500 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2299294.250000 Penalty: 3440.097656
	Iteration 25Q: 3 clusters Score -2299294 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2299859.750000 Penalty: 3440.097656
	Iteration 26Q: 3 clusters Score -2299860 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2300197.750000 Penalty: 3440.097656
	Iteration 27Q: 3 clusters Score -2300198 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2300387.750000 Penalty: 3440.097656
	Iteration 28Q: 3 clusters Score -2300388 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2300508.750000 Penalty: 3440.097656
	Iteration 29Q: 3 clusters Score -2300509 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2300579.500000 Penalty: 3440.097656
	Iteration 30Q: 3 clusters Score -2300580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2300621.500000 Penalty: 3440.097656
	Iteration 31Q: 3 clusters Score -2300622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2300639.000000 Penalty: 3440.097656
	Iteration 32Q: 3 clusters Score -2300639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2300660.500000 Penalty: 3440.097656
	Iteration 33Q: 3 clusters Score -2300660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2300671.750000 Penalty: 3440.097656
	Iteration 34Q: 3 clusters Score -2300672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2300678.250000 Penalty: 3440.097656
	Iteration 35Q: 3 clusters Score -2300678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2300683.750000 Penalty: 3440.097656
	Iteration 36Q: 3 clusters Score -2300684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2300689.000000 Penalty: 3440.097656
	Iteration 37Q: 3 clusters Score -2300689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2300693.000000 Penalty: 3440.097656
	Iteration 38Q: 3 clusters Score -2300693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2300694.000000 Penalty: 3440.097656
	Iteration 39Q: 3 clusters Score -2300694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2300696.250000 Penalty: 3440.097656
	Iteration 40F: 3 clusters Score -2300696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2300697.500000 Penalty: 3440.097656
	Iteration 41Q: 3 clusters Score -2300698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2300697.500000 Penalty: 3440.097656
	Iteration 42F: 3 clusters Score -2300698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -305855.031250 Penalty: 1402.256592
	Iteration 0F: 2 clusters Score -305855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -301501.281250 Penalty: 2804.513184
	Iteration 0F: 3 clusters Score -301501.3 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -302871.812500 Penalty: 2804.513184
	Iteration 1F: 3 clusters Score -302871.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -303101.468750 Penalty: 2804.513184
	Iteration 2F: 3 clusters Score -303101.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -303313.281250 Penalty: 2804.513184
	Iteration 3F: 3 clusters Score -303313.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -303603.500000 Penalty: 2804.513184
	Iteration 4F: 3 clusters Score -303603.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -303920.125000 Penalty: 2804.513184
	Iteration 5F: 3 clusters Score -303920.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -304266.718750 Penalty: 2804.513184
	Iteration 6F: 3 clusters Score -304266.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -304546.218750 Penalty: 2804.513184
	Iteration 7F: 3 clusters Score -304546.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -304715.531250 Penalty: 2804.513184
	Iteration 8Q: 3 clusters Score -304715.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -304848.125000 Penalty: 2804.513184
	Iteration 9Q: 3 clusters Score -304848.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -304942.281250 Penalty: 2804.513184
	Iteration 10Q: 3 clusters Score -304942.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -305024.656250 Penalty: 2804.513184
	Iteration 11Q: 3 clusters Score -305024.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -305098.468750 Penalty: 2804.513184
	Iteration 12Q: 3 clusters Score -305098.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -305147.500000 Penalty: 2804.513184
	Iteration 13Q: 3 clusters Score -305147.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -305186.500000 Penalty: 2804.513184
	Iteration 14Q: 3 clusters Score -305186.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -305209.250000 Penalty: 2804.513184
	Iteration 15Q: 3 clusters Score -305209.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -305225.750000 Penalty: 2804.513184
	Iteration 16Q: 3 clusters Score -305225.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -305249.531250 Penalty: 2804.513184
	Iteration 17Q: 3 clusters Score -305249.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -305279.656250 Penalty: 2804.513184
	Iteration 18Q: 3 clusters Score -305279.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -305311.218750 Penalty: 2804.513184
	Iteration 19Q: 3 clusters Score -305311.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -305336.468750 Penalty: 2804.513184
	Iteration 20F: 3 clusters Score -305336.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -305364.968750 Penalty: 2804.513184
	Iteration 21Q: 3 clusters Score -305365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -305392.937500 Penalty: 2804.513184
	Iteration 22Q: 3 clusters Score -305392.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -305422.312500 Penalty: 2804.513184
	Iteration 23Q: 3 clusters Score -305422.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -305443.625000 Penalty: 2804.513184
	Iteration 24Q: 3 clusters Score -305443.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -305463.906250 Penalty: 2804.513184
	Iteration 25Q: 3 clusters Score -305463.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -305487.187500 Penalty: 2804.513184
	Iteration 26Q: 3 clusters Score -305487.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -305501.250000 Penalty: 2804.513184
	Iteration 27Q: 3 clusters Score -305501.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -305513.031250 Penalty: 2804.513184
	Iteration 28Q: 3 clusters Score -305513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -305524.437500 Penalty: 2804.513184
	Iteration 29Q: 3 clusters Score -305524.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -305536.031250 Penalty: 2804.513184
	Iteration 30Q: 3 clusters Score -305536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -305544.468750 Penalty: 2804.513184
	Iteration 31Q: 3 clusters Score -305544.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -305551.437500 Penalty: 2804.513184
	Iteration 32Q: 3 clusters Score -305551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -305561.156250 Penalty: 2804.513184
	Iteration 33Q: 3 clusters Score -305561.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -305567.906250 Penalty: 2804.513184
	Iteration 34Q: 3 clusters Score -305567.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -305575.843750 Penalty: 2804.513184
	Iteration 35Q: 3 clusters Score -305575.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -305582.062500 Penalty: 2804.513184
	Iteration 36Q: 3 clusters Score -305582.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -305587.468750 Penalty: 2804.513184
	Iteration 37Q: 3 clusters Score -305587.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -305592.718750 Penalty: 2804.513184
	Iteration 38Q: 3 clusters Score -305592.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -305597.843750 Penalty: 2804.513184
	Iteration 39Q: 3 clusters Score -305597.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -305601.750000 Penalty: 2804.513184
	Iteration 40F: 3 clusters Score -305601.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -305605.656250 Penalty: 2804.513184
	Iteration 41Q: 3 clusters Score -305605.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -305608.125000 Penalty: 2804.513184
	Iteration 42Q: 3 clusters Score -305608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -305609.281250 Penalty: 2804.513184
	Iteration 43Q: 3 clusters Score -305609.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -305612.906250 Penalty: 2804.513184
	Iteration 44Q: 3 clusters Score -305612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -305615.156250 Penalty: 2804.513184
	Iteration 45Q: 3 clusters Score -305615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -305616.281250 Penalty: 2804.513184
	Iteration 46Q: 3 clusters Score -305616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -305616.937500 Penalty: 2804.513184
	Iteration 47Q: 3 clusters Score -305616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -305616.937500 Penalty: 2804.513184
	Iteration 48Q: 3 clusters Score -305616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -305617.156250 Penalty: 2804.513184
	Iteration 49Q: 3 clusters Score -305617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -305617.156250 Penalty: 2804.513184
	Iteration 50F: 3 clusters Score -305617.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Entering Unmasked Estep 
Score: -2221353.750000 Penalty: 1737.585083
	Iteration 0F: 2 clusters Score -2221354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2191964.250000 Penalty: 3475.170166
	Iteration 0F: 3 clusters Score -2191964 nChanged 20523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2203807.250000 Penalty: 3475.170166
	Iteration 1F: 3 clusters Score -2203807 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2204796.500000 Penalty: 3475.170166
	Iteration 2Q: 3 clusters Score -2204796 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2206009.000000 Penalty: 3475.170166
	Iteration 3F: 3 clusters Score -2206009 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2207524.750000 Penalty: 3475.170166
	Iteration 4F: 3 clusters Score -2207525 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2209379.250000 Penalty: 3475.170166
	Iteration 5F: 3 clusters Score -2209379 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2211490.750000 Penalty: 3475.170166
	Iteration 6F: 3 clusters Score -2211491 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2213570.750000 Penalty: 3475.170166
	Iteration 7F: 3 clusters Score -2213571 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2215473.000000 Penalty: 3475.170166
	Iteration 8F: 3 clusters Score -2215473 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2216969.250000 Penalty: 3475.170166
	Iteration 9Q: 3 clusters Score -2216969 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2218031.500000 Penalty: 3475.170166
	Iteration 10Q: 3 clusters Score -2218032 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2218755.500000 Penalty: 3475.170166
	Iteration 11Q: 3 clusters Score -2218756 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2219256.000000 Penalty: 3475.170166
	Iteration 12Q: 3 clusters Score -2219256 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2219605.250000 Penalty: 3475.170166
	Iteration 13Q: 3 clusters Score -2219605 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2219839.000000 Penalty: 3475.170166
	Iteration 14Q: 3 clusters Score -2219839 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2220003.750000 Penalty: 3475.170166
	Iteration 15Q: 3 clusters Score -2220004 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2220118.000000 Penalty: 3475.170166
	Iteration 16Q: 3 clusters Score -2220118 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2220219.000000 Penalty: 3475.170166
	Iteration 17Q: 3 clusters Score -2220219 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2220301.750000 Penalty: 3475.170166
	Iteration 18Q: 3 clusters Score -2220302 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2220351.000000 Penalty: 3475.170166
	Iteration 19Q: 3 clusters Score -2220351 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2220395.500000 Penalty: 3475.170166
	Iteration 20F: 3 clusters Score -2220396 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2220432.000000 Penalty: 3475.170166
	Iteration 21Q: 3 clusters Score -2220432 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2220457.000000 Penalty: 3475.170166
	Iteration 22Q: 3 clusters Score -2220457 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2220492.750000 Penalty: 3475.170166
	Iteration 23Q: 3 clusters Score -2220493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2220508.000000 Penalty: 3475.170166
	Iteration 24Q: 3 clusters Score -2220508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2220527.750000 Penalty: 3475.170166
	Iteration 25Q: 3 clusters Score -2220528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2220549.000000 Penalty: 3475.170166
	Iteration 26Q: 3 clusters Score -2220549 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2220554.750000 Penalty: 3475.170166
	Iteration 27Q: 3 clusters Score -2220555 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2220576.500000 Penalty: 3475.170166
	Iteration 28Q: 3 clusters Score -2220576 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2220609.250000 Penalty: 3475.170166
	Iteration 29Q: 3 clusters Score -2220609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2220624.750000 Penalty: 3475.170166
	Iteration 30Q: 3 clusters Score -2220625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2220648.250000 Penalty: 3475.170166
	Iteration 31Q: 3 clusters Score -2220648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2220675.250000 Penalty: 3475.170166
	Iteration 32Q: 3 clusters Score -2220675 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2220695.750000 Penalty: 3475.170166
	Iteration 33Q: 3 clusters Score -2220696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2220714.000000 Penalty: 3475.170166
	Iteration 34Q: 3 clusters Score -2220714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2220733.250000 Penalty: 3475.170166
	Iteration 35Q: 3 clusters Score -2220733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2220746.000000 Penalty: 3475.170166
	Iteration 36Q: 3 clusters Score -2220746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2220768.500000 Penalty: 3475.170166
	Iteration 37Q: 3 clusters Score -2220768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2220788.750000 Penalty: 3475.170166
	Iteration 38Q: 3 clusters Score -2220789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2220803.750000 Penalty: 3475.170166
	Iteration 39Q: 3 clusters Score -2220804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2220816.250000 Penalty: 3475.170166
	Iteration 40F: 3 clusters Score -2220816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2220825.000000 Penalty: 3475.170166
	Iteration 41Q: 3 clusters Score -2220825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2220831.500000 Penalty: 3475.170166
	Iteration 42Q: 3 clusters Score -2220832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2220840.500000 Penalty: 3475.170166
	Iteration 43Q: 3 clusters Score -2220840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2220852.750000 Penalty: 3475.170166
	Iteration 44Q: 3 clusters Score -2220853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2220855.000000 Penalty: 3475.170166
	Iteration 45Q: 3 clusters Score -2220855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2220858.000000 Penalty: 3475.170166
	Iteration 46Q: 3 clusters Score -2220858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2220857.250000 Penalty: 3475.170166
	Iteration 47Q: 3 clusters Score -2220857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2220855.750000 Penalty: 3475.170166
	Iteration 48Q: 3 clusters Score -2220856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2220862.750000 Penalty: 3475.170166
	Iteration 49Q: 3 clusters Score -2220863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2220868.500000 Penalty: 3475.170166
	Iteration 50Q: 3 clusters Score -2220868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2220870.750000 Penalty: 3475.170166
	Iteration 51Q: 3 clusters Score -2220871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2220873.500000 Penalty: 3475.170166
	Iteration 52Q: 3 clusters Score -2220874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2220869.250000 Penalty: 3475.170166
	Iteration 53Q: 3 clusters Score -2220869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2220871.250000 Penalty: 3475.170166
	Iteration 54Q: 3 clusters Score -2220871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2220872.500000 Penalty: 3475.170166
	Iteration 55Q: 3 clusters Score -2220872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2220873.750000 Penalty: 3475.170166
	Iteration 56Q: 3 clusters Score -2220874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2220874.000000 Penalty: 3475.170166
	Iteration 57Q: 3 clusters Score -2220874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2220876.750000 Penalty: 3475.170166
	Iteration 58Q: 3 clusters Score -2220877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2220875.250000 Penalty: 3475.170166
	Iteration 59Q: 3 clusters Score -2220875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2220877.750000 Penalty: 3475.170166
	Iteration 60F: 3 clusters Score -2220878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -94730.414062 Penalty: 1245.074585
	Iteration 0F: 2 clusters Score -94730.41 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 1086 members 
Entering Unmasked Estep 
Score: -92584.265625 Penalty: 2490.149170
	Iteration 0F: 3 clusters Score -92584.27 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -93125.968750 Penalty: 2490.149170
	Iteration 1F: 3 clusters Score -93125.97 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -93301.867188 Penalty: 2490.149170
	Iteration 2F: 3 clusters Score -93301.87 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -93417.023438 Penalty: 2490.149170
	Iteration 3F: 3 clusters Score -93417.02 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -93493.476562 Penalty: 2490.149170
	Iteration 4Q: 3 clusters Score -93493.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -93538.367188 Penalty: 2490.149170
	Iteration 5Q: 3 clusters Score -93538.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -93581.382812 Penalty: 2490.149170
	Iteration 6Q: 3 clusters Score -93581.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -93611.859375 Penalty: 2490.149170
	Iteration 7Q: 3 clusters Score -93611.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -93639.062500 Penalty: 2490.149170
	Iteration 8Q: 3 clusters Score -93639.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -93668.390625 Penalty: 2490.149170
	Iteration 9Q: 3 clusters Score -93668.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -93706.859375 Penalty: 2490.149170
	Iteration 10Q: 3 clusters Score -93706.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -93742.992188 Penalty: 2490.149170
	Iteration 11Q: 3 clusters Score -93742.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -93767.367188 Penalty: 2490.149170
	Iteration 12Q: 3 clusters Score -93767.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93786.937500 Penalty: 2490.149170
	Iteration 13Q: 3 clusters Score -93786.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -93801.679688 Penalty: 2490.149170
	Iteration 14Q: 3 clusters Score -93801.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93809.359375 Penalty: 2490.149170
	Iteration 15Q: 3 clusters Score -93809.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -93815.296875 Penalty: 2490.149170
	Iteration 16Q: 3 clusters Score -93815.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -93821.304688 Penalty: 2490.149170
	Iteration 17Q: 3 clusters Score -93821.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93828.820312 Penalty: 2490.149170
	Iteration 18Q: 3 clusters Score -93828.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -93835.632812 Penalty: 2490.149170
	Iteration 19Q: 3 clusters Score -93835.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -93843.679688 Penalty: 2490.149170
	Iteration 20F: 3 clusters Score -93843.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -93846.617188 Penalty: 2490.149170
	Iteration 21Q: 3 clusters Score -93846.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -93849.937500 Penalty: 2490.149170
	Iteration 22Q: 3 clusters Score -93849.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -93852.835938 Penalty: 2490.149170
	Iteration 23Q: 3 clusters Score -93852.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -93856.054688 Penalty: 2490.149170
	Iteration 24Q: 3 clusters Score -93856.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93858.406250 Penalty: 2490.149170
	Iteration 25Q: 3 clusters Score -93858.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -93861.960938 Penalty: 2490.149170
	Iteration 26Q: 3 clusters Score -93861.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -93863.875000 Penalty: 2490.149170
	Iteration 27Q: 3 clusters Score -93863.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -93866.929688 Penalty: 2490.149170
	Iteration 28Q: 3 clusters Score -93866.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93870.359375 Penalty: 2490.149170
	Iteration 29Q: 3 clusters Score -93870.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -93873.468750 Penalty: 2490.149170
	Iteration 30Q: 3 clusters Score -93873.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -93875.984375 Penalty: 2490.149170
	Iteration 31Q: 3 clusters Score -93875.98 nChanged 6
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: -93878.812500 Penalty: 2490.149170
	Iteration 32Q: 3 clusters Score -93878.81 nChanged 5
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: -93880.320312 Penalty: 2490.149170
	Iteration 33Q: 3 clusters Score -93880.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -93880.664062 Penalty: 2490.149170
	Iteration 34Q: 3 clusters Score -93880.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -93880.664062 Penalty: 2490.149170
	Iteration 35F: 3 clusters Score -93880.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Entering Unmasked Estep 
Score: -509974.093750 Penalty: 1477.029907
	Iteration 0F: 2 clusters Score -509974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -503548.156250 Penalty: 2954.059814
	Iteration 0F: 3 clusters Score -503548.2 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -505454.312500 Penalty: 2954.059814
	Iteration 1F: 3 clusters Score -505454.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -505674.000000 Penalty: 2954.059814
	Iteration 2F: 3 clusters Score -505674 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -505867.625000 Penalty: 2954.059814
	Iteration 3F: 3 clusters Score -505867.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -506041.125000 Penalty: 2954.059814
	Iteration 4Q: 3 clusters Score -506041.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -506216.437500 Penalty: 2954.059814
	Iteration 5Q: 3 clusters Score -506216.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -506414.781250 Penalty: 2954.059814
	Iteration 6Q: 3 clusters Score -506414.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -506634.406250 Penalty: 2954.059814
	Iteration 7Q: 3 clusters Score -506634.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -506867.500000 Penalty: 2954.059814
	Iteration 8Q: 3 clusters Score -506867.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -507124.218750 Penalty: 2954.059814
	Iteration 9Q: 3 clusters Score -507124.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -507434.843750 Penalty: 2954.059814
	Iteration 10Q: 3 clusters Score -507434.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -507763.468750 Penalty: 2954.059814
	Iteration 11Q: 3 clusters Score -507763.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -508093.000000 Penalty: 2954.059814
	Iteration 12Q: 3 clusters Score -508093 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -508323.625000 Penalty: 2954.059814
	Iteration 13Q: 3 clusters Score -508323.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -508498.781250 Penalty: 2954.059814
	Iteration 14Q: 3 clusters Score -508498.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -508604.218750 Penalty: 2954.059814
	Iteration 15Q: 3 clusters Score -508604.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -508668.687500 Penalty: 2954.059814
	Iteration 16Q: 3 clusters Score -508668.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -508704.625000 Penalty: 2954.059814
	Iteration 17Q: 3 clusters Score -508704.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -508729.093750 Penalty: 2954.059814
	Iteration 18Q: 3 clusters Score -508729.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -508740.718750 Penalty: 2954.059814
	Iteration 19Q: 3 clusters Score -508740.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -508750.968750 Penalty: 2954.059814
	Iteration 20F: 3 clusters Score -508751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -508762.093750 Penalty: 2954.059814
	Iteration 21Q: 3 clusters Score -508762.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -508771.562500 Penalty: 2954.059814
	Iteration 22Q: 3 clusters Score -508771.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -508778.843750 Penalty: 2954.059814
	Iteration 23Q: 3 clusters Score -508778.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -508782.468750 Penalty: 2954.059814
	Iteration 24Q: 3 clusters Score -508782.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -508784.875000 Penalty: 2954.059814
	Iteration 25Q: 3 clusters Score -508784.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -508788.156250 Penalty: 2954.059814
	Iteration 26Q: 3 clusters Score -508788.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -508790.781250 Penalty: 2954.059814
	Iteration 27Q: 3 clusters Score -508790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -508793.218750 Penalty: 2954.059814
	Iteration 28Q: 3 clusters Score -508793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -508794.687500 Penalty: 2954.059814
	Iteration 29Q: 3 clusters Score -508794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -508796.750000 Penalty: 2954.059814
	Iteration 30Q: 3 clusters Score -508796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -508797.593750 Penalty: 2954.059814
	Iteration 31Q: 3 clusters Score -508797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -508799.000000 Penalty: 2954.059814
	Iteration 32Q: 3 clusters Score -508799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -508801.375000 Penalty: 2954.059814
	Iteration 33Q: 3 clusters Score -508801.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -508803.125000 Penalty: 2954.059814
	Iteration 34Q: 3 clusters Score -508803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -508805.531250 Penalty: 2954.059814
	Iteration 35Q: 3 clusters Score -508805.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -508807.812500 Penalty: 2954.059814
	Iteration 36Q: 3 clusters Score -508807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -508809.500000 Penalty: 2954.059814
	Iteration 37Q: 3 clusters Score -508809.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -508809.750000 Penalty: 2954.059814
	Iteration 38Q: 3 clusters Score -508809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -508810.125000 Penalty: 2954.059814
	Iteration 39Q: 3 clusters Score -508810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -508810.562500 Penalty: 2954.059814
	Iteration 40F: 3 clusters Score -508810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -508809.812500 Penalty: 2954.059814
	Iteration 41Q: 3 clusters Score -508809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -508810.406250 Penalty: 2954.059814
	Iteration 42Q: 3 clusters Score -508810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -508811.000000 Penalty: 2954.059814
	Iteration 43Q: 3 clusters Score -508811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -508811.000000 Penalty: 2954.059814
	Iteration 44F: 3 clusters Score -508811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -137983.750000 Penalty: 1299.674927
	Iteration 0F: 2 clusters Score -137983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -135283.578125 Penalty: 2599.349854
	Iteration 0F: 3 clusters Score -135283.6 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -136054.031250 Penalty: 2599.349854
	Iteration 1F: 3 clusters Score -136054 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -136294.640625 Penalty: 2599.349854
	Iteration 2F: 3 clusters Score -136294.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -136460.031250 Penalty: 2599.349854
	Iteration 3F: 3 clusters Score -136460 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -136567.921875 Penalty: 2599.349854
	Iteration 4Q: 3 clusters Score -136567.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -136646.437500 Penalty: 2599.349854
	Iteration 5Q: 3 clusters Score -136646.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -136727.187500 Penalty: 2599.349854
	Iteration 6Q: 3 clusters Score -136727.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -136794.796875 Penalty: 2599.349854
	Iteration 7Q: 3 clusters Score -136794.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -136865.984375 Penalty: 2599.349854
	Iteration 8Q: 3 clusters Score -136866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -136911.109375 Penalty: 2599.349854
	Iteration 9Q: 3 clusters Score -136911.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -136939.703125 Penalty: 2599.349854
	Iteration 10Q: 3 clusters Score -136939.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -136964.171875 Penalty: 2599.349854
	Iteration 11Q: 3 clusters Score -136964.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -136978.734375 Penalty: 2599.349854
	Iteration 12Q: 3 clusters Score -136978.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -136992.453125 Penalty: 2599.349854
	Iteration 13Q: 3 clusters Score -136992.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -137003.328125 Penalty: 2599.349854
	Iteration 14Q: 3 clusters Score -137003.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -137018.593750 Penalty: 2599.349854
	Iteration 15Q: 3 clusters Score -137018.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -137039.281250 Penalty: 2599.349854
	Iteration 16Q: 3 clusters Score -137039.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -137056.375000 Penalty: 2599.349854
	Iteration 17Q: 3 clusters Score -137056.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -137077.078125 Penalty: 2599.349854
	Iteration 18Q: 3 clusters Score -137077.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -137091.906250 Penalty: 2599.349854
	Iteration 19Q: 3 clusters Score -137091.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -137107.781250 Penalty: 2599.349854
	Iteration 20F: 3 clusters Score -137107.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -137123.890625 Penalty: 2599.349854
	Iteration 21Q: 3 clusters Score -137123.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -137140.078125 Penalty: 2599.349854
	Iteration 22Q: 3 clusters Score -137140.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -137152.312500 Penalty: 2599.349854
	Iteration 23Q: 3 clusters Score -137152.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -137163.953125 Penalty: 2599.349854
	Iteration 24Q: 3 clusters Score -137164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -137178.078125 Penalty: 2599.349854
	Iteration 25Q: 3 clusters Score -137178.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -137194.921875 Penalty: 2599.349854
	Iteration 26Q: 3 clusters Score -137194.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -137217.828125 Penalty: 2599.349854
	Iteration 27Q: 3 clusters Score -137217.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -137234.953125 Penalty: 2599.349854
	Iteration 28Q: 3 clusters Score -137235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -137252.250000 Penalty: 2599.349854
	Iteration 29Q: 3 clusters Score -137252.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -137270.109375 Penalty: 2599.349854
	Iteration 30Q: 3 clusters Score -137270.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -137280.515625 Penalty: 2599.349854
	Iteration 31Q: 3 clusters Score -137280.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -137285.421875 Penalty: 2599.349854
	Iteration 32Q: 3 clusters Score -137285.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -137288.125000 Penalty: 2599.349854
	Iteration 33Q: 3 clusters Score -137288.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -137291.437500 Penalty: 2599.349854
	Iteration 34Q: 3 clusters Score -137291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -137293.984375 Penalty: 2599.349854
	Iteration 35Q: 3 clusters Score -137294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -137297.656250 Penalty: 2599.349854
	Iteration 36Q: 3 clusters Score -137297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -137300.656250 Penalty: 2599.349854
	Iteration 37Q: 3 clusters Score -137300.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -137304.000000 Penalty: 2599.349854
	Iteration 38Q: 3 clusters Score -137304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -137309.015625 Penalty: 2599.349854
	Iteration 39Q: 3 clusters Score -137309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -137313.859375 Penalty: 2599.349854
	Iteration 40F: 3 clusters Score -137313.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -137316.078125 Penalty: 2599.349854
	Iteration 41Q: 3 clusters Score -137316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -137319.921875 Penalty: 2599.349854
	Iteration 42Q: 3 clusters Score -137319.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -137325.468750 Penalty: 2599.349854
	Iteration 43Q: 3 clusters Score -137325.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -137330.140625 Penalty: 2599.349854
	Iteration 44Q: 3 clusters Score -137330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -137331.062500 Penalty: 2599.349854
	Iteration 45Q: 3 clusters Score -137331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -137331.671875 Penalty: 2599.349854
	Iteration 46Q: 3 clusters Score -137331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -137332.578125 Penalty: 2599.349854
	Iteration 47Q: 3 clusters Score -137332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -137333.265625 Penalty: 2599.349854
	Iteration 48Q: 3 clusters Score -137333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -137333.390625 Penalty: 2599.349854
	Iteration 49Q: 3 clusters Score -137333.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -137333.687500 Penalty: 2599.349854
	Iteration 50Q: 3 clusters Score -137333.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -137333.687500 Penalty: 2599.349854
	Iteration 51F: 3 clusters Score -137333.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -123984.679688 Penalty: 1259.824219
	Iteration 0F: 2 clusters Score -123984.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -121698.757812 Penalty: 2519.648438
	Iteration 0F: 3 clusters Score -121698.8 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -122277.093750 Penalty: 2519.648438
	Iteration 1F: 3 clusters Score -122277.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -122416.960938 Penalty: 2519.648438
	Iteration 2F: 3 clusters Score -122417 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -122538.476562 Penalty: 2519.648438
	Iteration 3F: 3 clusters Score -122538.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -122645.757812 Penalty: 2519.648438
	Iteration 4Q: 3 clusters Score -122645.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -122762.789062 Penalty: 2519.648438
	Iteration 5Q: 3 clusters Score -122762.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -122843.375000 Penalty: 2519.648438
	Iteration 6Q: 3 clusters Score -122843.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -122942.085938 Penalty: 2519.648438
	Iteration 7Q: 3 clusters Score -122942.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -123049.171875 Penalty: 2519.648438
	Iteration 8Q: 3 clusters Score -123049.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -123167.250000 Penalty: 2519.648438
	Iteration 9Q: 3 clusters Score -123167.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -123275.234375 Penalty: 2519.648438
	Iteration 10Q: 3 clusters Score -123275.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -123340.414062 Penalty: 2519.648438
	Iteration 11Q: 3 clusters Score -123340.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -123373.156250 Penalty: 2519.648438
	Iteration 12Q: 3 clusters Score -123373.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -123402.460938 Penalty: 2519.648438
	Iteration 13Q: 3 clusters Score -123402.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -123420.953125 Penalty: 2519.648438
	Iteration 14Q: 3 clusters Score -123421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -123436.273438 Penalty: 2519.648438
	Iteration 15Q: 3 clusters Score -123436.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -123452.023438 Penalty: 2519.648438
	Iteration 16Q: 3 clusters Score -123452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -123465.195312 Penalty: 2519.648438
	Iteration 17Q: 3 clusters Score -123465.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -123475.367188 Penalty: 2519.648438
	Iteration 18Q: 3 clusters Score -123475.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -123482.031250 Penalty: 2519.648438
	Iteration 19Q: 3 clusters Score -123482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -123490.250000 Penalty: 2519.648438
	Iteration 20F: 3 clusters Score -123490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -123494.445312 Penalty: 2519.648438
	Iteration 21Q: 3 clusters Score -123494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -123495.718750 Penalty: 2519.648438
	Iteration 22Q: 3 clusters Score -123495.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -123499.281250 Penalty: 2519.648438
	Iteration 23Q: 3 clusters Score -123499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -123501.617188 Penalty: 2519.648438
	Iteration 24Q: 3 clusters Score -123501.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -123503.953125 Penalty: 2519.648438
	Iteration 25Q: 3 clusters Score -123504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -123505.523438 Penalty: 2519.648438
	Iteration 26Q: 3 clusters Score -123505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -123506.132812 Penalty: 2519.648438
	Iteration 27Q: 3 clusters Score -123506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -123507.078125 Penalty: 2519.648438
	Iteration 28Q: 3 clusters Score -123507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -123507.796875 Penalty: 2519.648438
	Iteration 29Q: 3 clusters Score -123507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -123507.796875 Penalty: 2519.648438
	Iteration 30F: 3 clusters Score -123507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -235142.406250 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -235142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -231744.390625 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -231744.4 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -232726.015625 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -232726 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -232947.062500 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -232947.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -233114.562500 Penalty: 2698.719482
	Iteration 3F: 3 clusters Score -233114.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -233273.046875 Penalty: 2698.719482
	Iteration 4F: 3 clusters Score -233273 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -233418.562500 Penalty: 2698.719482
	Iteration 5F: 3 clusters Score -233418.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -233526.609375 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -233526.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -233620.500000 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -233620.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -233705.156250 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -233705.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -233789.437500 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -233789.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -233864.921875 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -233864.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -233918.984375 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -233919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -233958.140625 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -233958.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -233995.828125 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -233995.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -234032.625000 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -234032.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -234057.984375 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -234058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -234080.515625 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -234080.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -234097.562500 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -234097.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -234109.843750 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -234109.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -234123.484375 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -234123.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -234132.250000 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -234132.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -234137.312500 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -234137.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -234141.906250 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -234141.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -234145.921875 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -234145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -234147.765625 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -234147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -234149.375000 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -234149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -234151.171875 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -234151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -234154.109375 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -234154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -234156.031250 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -234156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -234158.265625 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -234158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -234160.234375 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -234160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -234160.734375 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -234160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -234162.625000 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -234162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -234165.125000 Penalty: 2698.719482
	Iteration 33Q: 3 clusters Score -234165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -234166.875000 Penalty: 2698.719482
	Iteration 34Q: 3 clusters Score -234166.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -234168.984375 Penalty: 2698.719482
	Iteration 35Q: 3 clusters Score -234169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -234172.031250 Penalty: 2698.719482
	Iteration 36Q: 3 clusters Score -234172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -234175.671875 Penalty: 2698.719482
	Iteration 37Q: 3 clusters Score -234175.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -234182.375000 Penalty: 2698.719482
	Iteration 38Q: 3 clusters Score -234182.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -234187.828125 Penalty: 2698.719482
	Iteration 39Q: 3 clusters Score -234187.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -234190.750000 Penalty: 2698.719482
	Iteration 40F: 3 clusters Score -234190.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -234193.671875 Penalty: 2698.719482
	Iteration 41Q: 3 clusters Score -234193.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -234196.390625 Penalty: 2698.719482
	Iteration 42Q: 3 clusters Score -234196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -234197.515625 Penalty: 2698.719482
	Iteration 43Q: 3 clusters Score -234197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -234198.515625 Penalty: 2698.719482
	Iteration 44Q: 3 clusters Score -234198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -234201.125000 Penalty: 2698.719482
	Iteration 45Q: 3 clusters Score -234201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -234204.125000 Penalty: 2698.719482
	Iteration 46Q: 3 clusters Score -234204.1 nChanged 7
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: -234206.468750 Penalty: 2698.719482
	Iteration 47Q: 3 clusters Score -234206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -234207.656250 Penalty: 2698.719482
	Iteration 48Q: 3 clusters Score -234207.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -234209.843750 Penalty: 2698.719482
	Iteration 49Q: 3 clusters Score -234209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -234211.203125 Penalty: 2698.719482
	Iteration 50Q: 3 clusters Score -234211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -234212.937500 Penalty: 2698.719482
	Iteration 51Q: 3 clusters Score -234212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -234213.312500 Penalty: 2698.719482
	Iteration 52Q: 3 clusters Score -234213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -234213.671875 Penalty: 2698.719482
	Iteration 53Q: 3 clusters Score -234213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -234213.937500 Penalty: 2698.719482
	Iteration 54Q: 3 clusters Score -234213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -234214.312500 Penalty: 2698.719482
	Iteration 55Q: 3 clusters Score -234214.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -234214.640625 Penalty: 2698.719482
	Iteration 56Q: 3 clusters Score -234214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -234214.640625 Penalty: 2698.719482
	Iteration 57F: 3 clusters Score -234214.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -179021.406250 Penalty: 1313.038574
	Iteration 0F: 2 clusters Score -179021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -176179.828125 Penalty: 2626.077148
	Iteration 0F: 3 clusters Score -176179.8 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -176921.031250 Penalty: 2626.077148
	Iteration 1F: 3 clusters Score -176921 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -177082.390625 Penalty: 2626.077148
	Iteration 2F: 3 clusters Score -177082.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -177184.281250 Penalty: 2626.077148
	Iteration 3F: 3 clusters Score -177184.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -177255.828125 Penalty: 2626.077148
	Iteration 4Q: 3 clusters Score -177255.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -177313.015625 Penalty: 2626.077148
	Iteration 5Q: 3 clusters Score -177313 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -177378.687500 Penalty: 2626.077148
	Iteration 6Q: 3 clusters Score -177378.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -177461.765625 Penalty: 2626.077148
	Iteration 7Q: 3 clusters Score -177461.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -177572.859375 Penalty: 2626.077148
	Iteration 8Q: 3 clusters Score -177572.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -177736.312500 Penalty: 2626.077148
	Iteration 9F: 3 clusters Score -177736.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -177930.515625 Penalty: 2626.077148
	Iteration 10F: 3 clusters Score -177930.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -178096.187500 Penalty: 2626.077148
	Iteration 11F: 3 clusters Score -178096.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -178204.718750 Penalty: 2626.077148
	Iteration 12Q: 3 clusters Score -178204.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -178324.265625 Penalty: 2626.077148
	Iteration 13Q: 3 clusters Score -178324.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -178396.453125 Penalty: 2626.077148
	Iteration 14Q: 3 clusters Score -178396.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -178441.968750 Penalty: 2626.077148
	Iteration 15Q: 3 clusters Score -178442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -178462.890625 Penalty: 2626.077148
	Iteration 16Q: 3 clusters Score -178462.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -178475.703125 Penalty: 2626.077148
	Iteration 17Q: 3 clusters Score -178475.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -178488.000000 Penalty: 2626.077148
	Iteration 18Q: 3 clusters Score -178488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -178495.453125 Penalty: 2626.077148
	Iteration 19Q: 3 clusters Score -178495.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -178506.484375 Penalty: 2626.077148
	Iteration 20F: 3 clusters Score -178506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -178510.140625 Penalty: 2626.077148
	Iteration 21Q: 3 clusters Score -178510.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -178513.890625 Penalty: 2626.077148
	Iteration 22Q: 3 clusters Score -178513.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -178515.015625 Penalty: 2626.077148
	Iteration 23Q: 3 clusters Score -178515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -178515.015625 Penalty: 2626.077148
	Iteration 24F: 3 clusters Score -178515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Entering Unmasked Estep 
Score: -134740.171875 Penalty: 1302.329590
	Iteration 0F: 2 clusters Score -134740.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -132052.312500 Penalty: 2604.659180
	Iteration 0F: 3 clusters Score -132052.3 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -132947.906250 Penalty: 2604.659180
	Iteration 1F: 3 clusters Score -132947.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -133271.906250 Penalty: 2604.659180
	Iteration 2F: 3 clusters Score -133271.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -133500.062500 Penalty: 2604.659180
	Iteration 3F: 3 clusters Score -133500.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -133654.765625 Penalty: 2604.659180
	Iteration 4F: 3 clusters Score -133654.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -133750.593750 Penalty: 2604.659180
	Iteration 5Q: 3 clusters Score -133750.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -133830.421875 Penalty: 2604.659180
	Iteration 6Q: 3 clusters Score -133830.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -133877.718750 Penalty: 2604.659180
	Iteration 7Q: 3 clusters Score -133877.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -133902.875000 Penalty: 2604.659180
	Iteration 8Q: 3 clusters Score -133902.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -133918.890625 Penalty: 2604.659180
	Iteration 9Q: 3 clusters Score -133918.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -133931.453125 Penalty: 2604.659180
	Iteration 10Q: 3 clusters Score -133931.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -133940.984375 Penalty: 2604.659180
	Iteration 11Q: 3 clusters Score -133941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -133945.765625 Penalty: 2604.659180
	Iteration 12Q: 3 clusters Score -133945.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -133949.359375 Penalty: 2604.659180
	Iteration 13Q: 3 clusters Score -133949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -133953.437500 Penalty: 2604.659180
	Iteration 14Q: 3 clusters Score -133953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -133957.218750 Penalty: 2604.659180
	Iteration 15Q: 3 clusters Score -133957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -133962.359375 Penalty: 2604.659180
	Iteration 16Q: 3 clusters Score -133962.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -133966.625000 Penalty: 2604.659180
	Iteration 17Q: 3 clusters Score -133966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -133969.515625 Penalty: 2604.659180
	Iteration 18Q: 3 clusters Score -133969.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -133970.640625 Penalty: 2604.659180
	Iteration 19Q: 3 clusters Score -133970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -133971.343750 Penalty: 2604.659180
	Iteration 20F: 3 clusters Score -133971.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -133971.687500 Penalty: 2604.659180
	Iteration 21Q: 3 clusters Score -133971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -133971.906250 Penalty: 2604.659180
	Iteration 22Q: 3 clusters Score -133971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -133971.906250 Penalty: 2604.659180
	Iteration 23F: 3 clusters Score -133971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -322071.093750 Penalty: 1404.678955
	Iteration 0F: 2 clusters Score -322071.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -317630.125000 Penalty: 2809.357910
	Iteration 0F: 3 clusters Score -317630.1 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -318871.031250 Penalty: 2809.357910
	Iteration 1F: 3 clusters Score -318871 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -319063.625000 Penalty: 2809.357910
	Iteration 2F: 3 clusters Score -319063.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -319213.500000 Penalty: 2809.357910
	Iteration 3F: 3 clusters Score -319213.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -319341.031250 Penalty: 2809.357910
	Iteration 4Q: 3 clusters Score -319341 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -319454.750000 Penalty: 2809.357910
	Iteration 5Q: 3 clusters Score -319454.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -319565.250000 Penalty: 2809.357910
	Iteration 6Q: 3 clusters Score -319565.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -319685.000000 Penalty: 2809.357910
	Iteration 7Q: 3 clusters Score -319685 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -319825.031250 Penalty: 2809.357910
	Iteration 8Q: 3 clusters Score -319825 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -319994.250000 Penalty: 2809.357910
	Iteration 9Q: 3 clusters Score -319994.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -320176.968750 Penalty: 2809.357910
	Iteration 10Q: 3 clusters Score -320177 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -320333.562500 Penalty: 2809.357910
	Iteration 11Q: 3 clusters Score -320333.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -320461.531250 Penalty: 2809.357910
	Iteration 12Q: 3 clusters Score -320461.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -320574.437500 Penalty: 2809.357910
	Iteration 13Q: 3 clusters Score -320574.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -320665.375000 Penalty: 2809.357910
	Iteration 14Q: 3 clusters Score -320665.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -320731.406250 Penalty: 2809.357910
	Iteration 15Q: 3 clusters Score -320731.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -320769.906250 Penalty: 2809.357910
	Iteration 16Q: 3 clusters Score -320769.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -320796.843750 Penalty: 2809.357910
	Iteration 17Q: 3 clusters Score -320796.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -320817.437500 Penalty: 2809.357910
	Iteration 18Q: 3 clusters Score -320817.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -320833.812500 Penalty: 2809.357910
	Iteration 19Q: 3 clusters Score -320833.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -320845.062500 Penalty: 2809.357910
	Iteration 20F: 3 clusters Score -320845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -320853.218750 Penalty: 2809.357910
	Iteration 21Q: 3 clusters Score -320853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -320857.968750 Penalty: 2809.357910
	Iteration 22Q: 3 clusters Score -320858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -320861.218750 Penalty: 2809.357910
	Iteration 23Q: 3 clusters Score -320861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -320865.593750 Penalty: 2809.357910
	Iteration 24Q: 3 clusters Score -320865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -320868.500000 Penalty: 2809.357910
	Iteration 25Q: 3 clusters Score -320868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -320871.437500 Penalty: 2809.357910
	Iteration 26Q: 3 clusters Score -320871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -320873.468750 Penalty: 2809.357910
	Iteration 27Q: 3 clusters Score -320873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -320876.937500 Penalty: 2809.357910
	Iteration 28Q: 3 clusters Score -320876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -320879.625000 Penalty: 2809.357910
	Iteration 29Q: 3 clusters Score -320879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -320884.250000 Penalty: 2809.357910
	Iteration 30Q: 3 clusters Score -320884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -320888.875000 Penalty: 2809.357910
	Iteration 31Q: 3 clusters Score -320888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -320890.687500 Penalty: 2809.357910
	Iteration 32Q: 3 clusters Score -320890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -320890.687500 Penalty: 2809.357910
	Iteration 33F: 3 clusters Score -320890.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -162767.796875 Penalty: 1302.866089
	Iteration 0F: 2 clusters Score -162767.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -160046.312500 Penalty: 2605.732178
	Iteration 0F: 3 clusters Score -160046.3 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -160806.531250 Penalty: 2605.732178
	Iteration 1F: 3 clusters Score -160806.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -161020.625000 Penalty: 2605.732178
	Iteration 2F: 3 clusters Score -161020.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -161181.578125 Penalty: 2605.732178
	Iteration 3F: 3 clusters Score -161181.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -161313.812500 Penalty: 2605.732178
	Iteration 4Q: 3 clusters Score -161313.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -161417.656250 Penalty: 2605.732178
	Iteration 5Q: 3 clusters Score -161417.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -161494.796875 Penalty: 2605.732178
	Iteration 6Q: 3 clusters Score -161494.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -161561.968750 Penalty: 2605.732178
	Iteration 7Q: 3 clusters Score -161562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -161639.031250 Penalty: 2605.732178
	Iteration 8Q: 3 clusters Score -161639 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -161736.000000 Penalty: 2605.732178
	Iteration 9Q: 3 clusters Score -161736 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -161816.578125 Penalty: 2605.732178
	Iteration 10Q: 3 clusters Score -161816.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -161893.734375 Penalty: 2605.732178
	Iteration 11Q: 3 clusters Score -161893.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -161950.453125 Penalty: 2605.732178
	Iteration 12Q: 3 clusters Score -161950.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -161995.062500 Penalty: 2605.732178
	Iteration 13Q: 3 clusters Score -161995.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -162043.328125 Penalty: 2605.732178
	Iteration 14Q: 3 clusters Score -162043.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -162066.984375 Penalty: 2605.732178
	Iteration 15Q: 3 clusters Score -162067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -162085.359375 Penalty: 2605.732178
	Iteration 16Q: 3 clusters Score -162085.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -162100.156250 Penalty: 2605.732178
	Iteration 17Q: 3 clusters Score -162100.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -162112.531250 Penalty: 2605.732178
	Iteration 18Q: 3 clusters Score -162112.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -162123.953125 Penalty: 2605.732178
	Iteration 19Q: 3 clusters Score -162124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -162135.656250 Penalty: 2605.732178
	Iteration 20F: 3 clusters Score -162135.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -162142.718750 Penalty: 2605.732178
	Iteration 21Q: 3 clusters Score -162142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -162145.296875 Penalty: 2605.732178
	Iteration 22Q: 3 clusters Score -162145.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -162146.281250 Penalty: 2605.732178
	Iteration 23Q: 3 clusters Score -162146.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -162149.421875 Penalty: 2605.732178
	Iteration 24Q: 3 clusters Score -162149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -162153.406250 Penalty: 2605.732178
	Iteration 25Q: 3 clusters Score -162153.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -162161.640625 Penalty: 2605.732178
	Iteration 26Q: 3 clusters Score -162161.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -162167.781250 Penalty: 2605.732178
	Iteration 27Q: 3 clusters Score -162167.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -162171.656250 Penalty: 2605.732178
	Iteration 28Q: 3 clusters Score -162171.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -162175.125000 Penalty: 2605.732178
	Iteration 29Q: 3 clusters Score -162175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -162175.859375 Penalty: 2605.732178
	Iteration 30Q: 3 clusters Score -162175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -162176.046875 Penalty: 2605.732178
	Iteration 31Q: 3 clusters Score -162176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -162176.046875 Penalty: 2605.732178
	Iteration 32F: 3 clusters Score -162176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -75282.867188 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -75282.87 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 673 members 
Entering Unmasked Estep 
Score: -73539.531250 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -73539.53 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -73900.273438 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -73900.27 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -74001.390625 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -74001.39 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -74065.296875 Penalty: 2363.755127
	Iteration 3Q: 3 clusters Score -74065.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -74100.539062 Penalty: 2363.755127
	Iteration 4Q: 3 clusters Score -74100.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -74124.171875 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -74124.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -74144.820312 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -74144.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74160.750000 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -74160.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74176.351562 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -74176.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74190.007812 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -74190.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74203.726562 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -74203.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74215.929688 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -74215.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -74231.023438 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -74231.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -74247.976562 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -74247.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74277.929688 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -74277.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -74333.132812 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -74333.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -74377.187500 Penalty: 2363.755127
	Iteration 16Q: 3 clusters Score -74377.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -74426.015625 Penalty: 2363.755127
	Iteration 17Q: 3 clusters Score -74426.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -74479.031250 Penalty: 2363.755127
	Iteration 18Q: 3 clusters Score -74479.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74535.601562 Penalty: 2363.755127
	Iteration 19Q: 3 clusters Score -74535.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74604.515625 Penalty: 2363.755127
	Iteration 20F: 3 clusters Score -74604.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74653.835938 Penalty: 2363.755127
	Iteration 21Q: 3 clusters Score -74653.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74695.882812 Penalty: 2363.755127
	Iteration 22Q: 3 clusters Score -74695.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -74729.093750 Penalty: 2363.755127
	Iteration 23Q: 3 clusters Score -74729.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74757.726562 Penalty: 2363.755127
	Iteration 24Q: 3 clusters Score -74757.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74795.953125 Penalty: 2363.755127
	Iteration 25Q: 3 clusters Score -74795.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74836.742188 Penalty: 2363.755127
	Iteration 26Q: 3 clusters Score -74836.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74867.703125 Penalty: 2363.755127
	Iteration 27Q: 3 clusters Score -74867.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74886.109375 Penalty: 2363.755127
	Iteration 28Q: 3 clusters Score -74886.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74895.523438 Penalty: 2363.755127
	Iteration 29Q: 3 clusters Score -74895.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74899.226562 Penalty: 2363.755127
	Iteration 30Q: 3 clusters Score -74899.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74901.656250 Penalty: 2363.755127
	Iteration 31Q: 3 clusters Score -74901.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74902.210938 Penalty: 2363.755127
	Iteration 32Q: 3 clusters Score -74902.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -74902.437500 Penalty: 2363.755127
	Iteration 33Q: 3 clusters Score -74902.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -74902.437500 Penalty: 2363.755127
	Iteration 34F: 3 clusters Score -74902.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (139563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139563 members 
Entering Unmasked Estep 
Score: -8196050.500000 Penalty: 1925.019165
	Iteration 0F: 2 clusters Score -8196050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -8102330.000000 Penalty: 3850.038330
	Iteration 0F: 3 clusters Score -8102330 nChanged 67180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -8142662.000000 Penalty: 3850.038330
	Iteration 1F: 3 clusters Score -8142662 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -8144612.000000 Penalty: 3850.038330
	Iteration 2Q: 3 clusters Score -8144612 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -8147818.000000 Penalty: 3850.038330
	Iteration 3F: 3 clusters Score -8147818 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -8152498.500000 Penalty: 3850.038330
	Iteration 4F: 3 clusters Score -8152498 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8158623.000000 Penalty: 3850.038330
	Iteration 5F: 3 clusters Score -8158623 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -8165067.000000 Penalty: 3850.038330
	Iteration 6F: 3 clusters Score -8165067 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112374 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -8171296.500000 Penalty: 3850.038330
	Iteration 7F: 3 clusters Score -8171296 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120102 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -8177259.000000 Penalty: 3850.038330
	Iteration 8F: 3 clusters Score -8177259 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127036 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -8183030.000000 Penalty: 3850.038330
	Iteration 9Q: 3 clusters Score -8183030 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -8188137.000000 Penalty: 3850.038330
	Iteration 10Q: 3 clusters Score -8188137 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136195 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -8191551.000000 Penalty: 3850.038330
	Iteration 11Q: 3 clusters Score -8191551 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138053 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8193238.500000 Penalty: 3850.038330
	Iteration 12Q: 3 clusters Score -8193238 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138827 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8193874.000000 Penalty: 3850.038330
	Iteration 13Q: 3 clusters Score -8193874 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139098 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8194144.500000 Penalty: 3850.038330
	Iteration 14Q: 3 clusters Score -8194144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139198 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8194282.500000 Penalty: 3850.038330
	Iteration 15Q: 3 clusters Score -8194282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139239 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8194317.500000 Penalty: 3850.038330
	Iteration 16Q: 3 clusters Score -8194318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139257 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8194345.500000 Penalty: 3850.038330
	Iteration 17Q: 3 clusters Score -8194346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139266 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8194359.500000 Penalty: 3850.038330
	Iteration 18Q: 3 clusters Score -8194360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139268 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8194362.500000 Penalty: 3850.038330
	Iteration 19Q: 3 clusters Score -8194362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139272 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8194366.000000 Penalty: 3850.038330
	Iteration 20F: 3 clusters Score -8194366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8194371.500000 Penalty: 3850.038330
	Iteration 21Q: 3 clusters Score -8194372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8194373.000000 Penalty: 3850.038330
	Iteration 22Q: 3 clusters Score -8194373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8194385.000000 Penalty: 3850.038330
	Iteration 23Q: 3 clusters Score -8194385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139276 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8194381.000000 Penalty: 3850.038330
	Iteration 24Q: 3 clusters Score -8194381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139276 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8194381.000000 Penalty: 3850.038330
	Iteration 25F: 3 clusters Score -8194381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -63612.421875 Penalty: 1160.323608
	Iteration 0F: 2 clusters Score -63612.42 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 620 members 
Entering Unmasked Estep 
Score: -62004.867188 Penalty: 2320.647217
	Iteration 0F: 3 clusters Score -62004.87 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -62341.238281 Penalty: 2320.647217
	Iteration 1F: 3 clusters Score -62341.24 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62453.546875 Penalty: 2320.647217
	Iteration 2F: 3 clusters Score -62453.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -62518.527344 Penalty: 2320.647217
	Iteration 3Q: 3 clusters Score -62518.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -62567.281250 Penalty: 2320.647217
	Iteration 4Q: 3 clusters Score -62567.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -62606.859375 Penalty: 2320.647217
	Iteration 5Q: 3 clusters Score -62606.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -62646.128906 Penalty: 2320.647217
	Iteration 6Q: 3 clusters Score -62646.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62676.359375 Penalty: 2320.647217
	Iteration 7Q: 3 clusters Score -62676.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -62703.246094 Penalty: 2320.647217
	Iteration 8Q: 3 clusters Score -62703.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -62730.792969 Penalty: 2320.647217
	Iteration 9Q: 3 clusters Score -62730.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -62754.546875 Penalty: 2320.647217
	Iteration 10Q: 3 clusters Score -62754.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -62793.898438 Penalty: 2320.647217
	Iteration 11Q: 3 clusters Score -62793.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -62835.351562 Penalty: 2320.647217
	Iteration 12Q: 3 clusters Score -62835.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -62864.476562 Penalty: 2320.647217
	Iteration 13Q: 3 clusters Score -62864.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -62896.601562 Penalty: 2320.647217
	Iteration 14Q: 3 clusters Score -62896.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -62936.414062 Penalty: 2320.647217
	Iteration 15Q: 3 clusters Score -62936.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -62981.058594 Penalty: 2320.647217
	Iteration 16Q: 3 clusters Score -62981.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -63024.503906 Penalty: 2320.647217
	Iteration 17Q: 3 clusters Score -63024.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -63064.125000 Penalty: 2320.647217
	Iteration 18Q: 3 clusters Score -63064.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -63096.546875 Penalty: 2320.647217
	Iteration 19Q: 3 clusters Score -63096.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63128.078125 Penalty: 2320.647217
	Iteration 20F: 3 clusters Score -63128.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -63157.324219 Penalty: 2320.647217
	Iteration 21Q: 3 clusters Score -63157.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63175.035156 Penalty: 2320.647217
	Iteration 22Q: 3 clusters Score -63175.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -63192.769531 Penalty: 2320.647217
	Iteration 23Q: 3 clusters Score -63192.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63206.128906 Penalty: 2320.647217
	Iteration 24Q: 3 clusters Score -63206.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -63212.390625 Penalty: 2320.647217
	Iteration 25Q: 3 clusters Score -63212.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -63220.507812 Penalty: 2320.647217
	Iteration 26Q: 3 clusters Score -63220.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -63228.218750 Penalty: 2320.647217
	Iteration 27Q: 3 clusters Score -63228.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -63233.980469 Penalty: 2320.647217
	Iteration 28Q: 3 clusters Score -63233.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63239.875000 Penalty: 2320.647217
	Iteration 29Q: 3 clusters Score -63239.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -63249.828125 Penalty: 2320.647217
	Iteration 30Q: 3 clusters Score -63249.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -63259.816406 Penalty: 2320.647217
	Iteration 31Q: 3 clusters Score -63259.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -63264.761719 Penalty: 2320.647217
	Iteration 32Q: 3 clusters Score -63264.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -63265.812500 Penalty: 2320.647217
	Iteration 33Q: 3 clusters Score -63265.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -63269.085938 Penalty: 2320.647217
	Iteration 34Q: 3 clusters Score -63269.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -63271.316406 Penalty: 2320.647217
	Iteration 35Q: 3 clusters Score -63271.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -63273.816406 Penalty: 2320.647217
	Iteration 36Q: 3 clusters Score -63273.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -63275.503906 Penalty: 2320.647217
	Iteration 37Q: 3 clusters Score -63275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -63276.660156 Penalty: 2320.647217
	Iteration 38Q: 3 clusters Score -63276.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -63277.714844 Penalty: 2320.647217
	Iteration 39Q: 3 clusters Score -63277.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -63280.433594 Penalty: 2320.647217
	Iteration 40F: 3 clusters Score -63280.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -63286.714844 Penalty: 2320.647217
	Iteration 41Q: 3 clusters Score -63286.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -63294.160156 Penalty: 2320.647217
	Iteration 42Q: 3 clusters Score -63294.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -63299.101562 Penalty: 2320.647217
	Iteration 43Q: 3 clusters Score -63299.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -63305.050781 Penalty: 2320.647217
	Iteration 44Q: 3 clusters Score -63305.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -63310.492188 Penalty: 2320.647217
	Iteration 45Q: 3 clusters Score -63310.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -63317.027344 Penalty: 2320.647217
	Iteration 46Q: 3 clusters Score -63317.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -63318.390625 Penalty: 2320.647217
	Iteration 47Q: 3 clusters Score -63318.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -63319.226562 Penalty: 2320.647217
	Iteration 48Q: 3 clusters Score -63319.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -63321.832031 Penalty: 2320.647217
	Iteration 49Q: 3 clusters Score -63321.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -63326.343750 Penalty: 2320.647217
	Iteration 50Q: 3 clusters Score -63326.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -63328.789062 Penalty: 2320.647217
	Iteration 51Q: 3 clusters Score -63328.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -63330.730469 Penalty: 2320.647217
	Iteration 52Q: 3 clusters Score -63330.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -63332.222656 Penalty: 2320.647217
	Iteration 53Q: 3 clusters Score -63332.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -63335.949219 Penalty: 2320.647217
	Iteration 54Q: 3 clusters Score -63335.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -63338.695312 Penalty: 2320.647217
	Iteration 55Q: 3 clusters Score -63338.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -63339.035156 Penalty: 2320.647217
	Iteration 56Q: 3 clusters Score -63339.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -63339.035156 Penalty: 2320.647217
	Iteration 57F: 3 clusters Score -63339.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25743 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2497 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44039 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152584.000000 Penalty: 69384.421875
Iteration 239Q: 33 clusters Score -3.415258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25743 members 
Mstep: Class 3 contains 92893 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2497 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44039 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8862 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34152580.000000 Penalty: 69384.421875
Iteration 240F: 33 clusters Score -3.415258e+07 nChanged 0
Entering ConstructFrom: 
Score: -34152580.000000 Penalty: 69384.421875
Entering ConstructFrom: 
Trying to split cluster 1 (10648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Entering Unmasked Estep 
Score: -600788.500000 Penalty: 1506.883179
	Iteration 0F: 2 clusters Score -600788.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -593233.062500 Penalty: 3013.766357
	Iteration 0F: 3 clusters Score -593233.1 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -595852.687500 Penalty: 3013.766357
	Iteration 1F: 3 clusters Score -595852.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -596258.937500 Penalty: 3013.766357
	Iteration 2F: 3 clusters Score -596258.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -596702.062500 Penalty: 3013.766357
	Iteration 3F: 3 clusters Score -596702.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -597173.562500 Penalty: 3013.766357
	Iteration 4F: 3 clusters Score -597173.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -597635.187500 Penalty: 3013.766357
	Iteration 5F: 3 clusters Score -597635.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -598110.187500 Penalty: 3013.766357
	Iteration 6F: 3 clusters Score -598110.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -598553.250000 Penalty: 3013.766357
	Iteration 7F: 3 clusters Score -598553.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -598895.250000 Penalty: 3013.766357
	Iteration 8F: 3 clusters Score -598895.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -599151.375000 Penalty: 3013.766357
	Iteration 9Q: 3 clusters Score -599151.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -599324.687500 Penalty: 3013.766357
	Iteration 10Q: 3 clusters Score -599324.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -599431.687500 Penalty: 3013.766357
	Iteration 11Q: 3 clusters Score -599431.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -599488.625000 Penalty: 3013.766357
	Iteration 12Q: 3 clusters Score -599488.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -599520.750000 Penalty: 3013.766357
	Iteration 13Q: 3 clusters Score -599520.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -599546.062500 Penalty: 3013.766357
	Iteration 14Q: 3 clusters Score -599546.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -599554.250000 Penalty: 3013.766357
	Iteration 15Q: 3 clusters Score -599554.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -599562.000000 Penalty: 3013.766357
	Iteration 16Q: 3 clusters Score -599562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -599566.437500 Penalty: 3013.766357
	Iteration 17Q: 3 clusters Score -599566.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -599567.437500 Penalty: 3013.766357
	Iteration 18Q: 3 clusters Score -599567.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -599570.500000 Penalty: 3013.766357
	Iteration 19Q: 3 clusters Score -599570.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -599574.000000 Penalty: 3013.766357
	Iteration 20F: 3 clusters Score -599574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -599575.312500 Penalty: 3013.766357
	Iteration 21Q: 3 clusters Score -599575.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -599576.312500 Penalty: 3013.766357
	Iteration 22Q: 3 clusters Score -599576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -599575.937500 Penalty: 3013.766357
	Iteration 23Q: 3 clusters Score -599575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -599577.750000 Penalty: 3013.766357
	Iteration 24Q: 3 clusters Score -599577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -599578.187500 Penalty: 3013.766357
	Iteration 25Q: 3 clusters Score -599578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -599578.312500 Penalty: 3013.766357
	Iteration 26Q: 3 clusters Score -599578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -599579.312500 Penalty: 3013.766357
	Iteration 27Q: 3 clusters Score -599579.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -599579.312500 Penalty: 3013.766357
	Iteration 28F: 3 clusters Score -599579.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Entering Unmasked Estep 
Score: -1440507.375000 Penalty: 1650.336670
	Iteration 0F: 2 clusters Score -1440507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1423182.875000 Penalty: 3300.673340
	Iteration 0F: 3 clusters Score -1423183 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1429938.250000 Penalty: 3300.673340
	Iteration 1F: 3 clusters Score -1429938 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1430667.125000 Penalty: 3300.673340
	Iteration 2F: 3 clusters Score -1430667 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1431614.625000 Penalty: 3300.673340
	Iteration 3F: 3 clusters Score -1431615 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1432753.250000 Penalty: 3300.673340
	Iteration 4F: 3 clusters Score -1432753 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1434009.250000 Penalty: 3300.673340
	Iteration 5F: 3 clusters Score -1434009 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1435142.375000 Penalty: 3300.673340
	Iteration 6F: 3 clusters Score -1435142 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1436068.500000 Penalty: 3300.673340
	Iteration 7F: 3 clusters Score -1436068 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1436762.500000 Penalty: 3300.673340
	Iteration 8Q: 3 clusters Score -1436762 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1437196.375000 Penalty: 3300.673340
	Iteration 9Q: 3 clusters Score -1437196 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1437444.875000 Penalty: 3300.673340
	Iteration 10Q: 3 clusters Score -1437445 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1437634.125000 Penalty: 3300.673340
	Iteration 11Q: 3 clusters Score -1437634 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1437786.125000 Penalty: 3300.673340
	Iteration 12Q: 3 clusters Score -1437786 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1437918.875000 Penalty: 3300.673340
	Iteration 13Q: 3 clusters Score -1437919 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1438031.000000 Penalty: 3300.673340
	Iteration 14Q: 3 clusters Score -1438031 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1438111.750000 Penalty: 3300.673340
	Iteration 15Q: 3 clusters Score -1438112 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1438191.000000 Penalty: 3300.673340
	Iteration 16Q: 3 clusters Score -1438191 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1438268.125000 Penalty: 3300.673340
	Iteration 17Q: 3 clusters Score -1438268 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1438319.875000 Penalty: 3300.673340
	Iteration 18Q: 3 clusters Score -1438320 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1438357.875000 Penalty: 3300.673340
	Iteration 19Q: 3 clusters Score -1438358 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1438395.375000 Penalty: 3300.673340
	Iteration 20F: 3 clusters Score -1438395 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1438423.500000 Penalty: 3300.673340
	Iteration 21Q: 3 clusters Score -1438424 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1438457.000000 Penalty: 3300.673340
	Iteration 22Q: 3 clusters Score -1438457 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1438482.500000 Penalty: 3300.673340
	Iteration 23Q: 3 clusters Score -1438482 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1438505.125000 Penalty: 3300.673340
	Iteration 24Q: 3 clusters Score -1438505 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1438523.750000 Penalty: 3300.673340
	Iteration 25Q: 3 clusters Score -1438524 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1438538.625000 Penalty: 3300.673340
	Iteration 26Q: 3 clusters Score -1438539 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1438552.250000 Penalty: 3300.673340
	Iteration 27Q: 3 clusters Score -1438552 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1438567.125000 Penalty: 3300.673340
	Iteration 28Q: 3 clusters Score -1438567 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1438582.625000 Penalty: 3300.673340
	Iteration 29Q: 3 clusters Score -1438583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1438593.000000 Penalty: 3300.673340
	Iteration 30Q: 3 clusters Score -1438593 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1438592.375000 Penalty: 3300.673340
	Iteration 31Q: 3 clusters Score -1438592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1438605.250000 Penalty: 3300.673340
	Iteration 32Q: 3 clusters Score -1438605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1438614.875000 Penalty: 3300.673340
	Iteration 33Q: 3 clusters Score -1438615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1438618.125000 Penalty: 3300.673340
	Iteration 34Q: 3 clusters Score -1438618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1438619.250000 Penalty: 3300.673340
	Iteration 35Q: 3 clusters Score -1438619 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1438627.125000 Penalty: 3300.673340
	Iteration 36Q: 3 clusters Score -1438627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1438632.625000 Penalty: 3300.673340
	Iteration 37Q: 3 clusters Score -1438633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1438639.875000 Penalty: 3300.673340
	Iteration 38Q: 3 clusters Score -1438640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1438643.750000 Penalty: 3300.673340
	Iteration 39Q: 3 clusters Score -1438644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1438643.125000 Penalty: 3300.673340
	Iteration 40F: 3 clusters Score -1438643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1438646.250000 Penalty: 3300.673340
	Iteration 41Q: 3 clusters Score -1438646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1438653.250000 Penalty: 3300.673340
	Iteration 42Q: 3 clusters Score -1438653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1438660.125000 Penalty: 3300.673340
	Iteration 43Q: 3 clusters Score -1438660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1438664.000000 Penalty: 3300.673340
	Iteration 44Q: 3 clusters Score -1438664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1438668.750000 Penalty: 3300.673340
	Iteration 45Q: 3 clusters Score -1438669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1438674.000000 Penalty: 3300.673340
	Iteration 46Q: 3 clusters Score -1438674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1438676.125000 Penalty: 3300.673340
	Iteration 47Q: 3 clusters Score -1438676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1438679.250000 Penalty: 3300.673340
	Iteration 48Q: 3 clusters Score -1438679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1438683.625000 Penalty: 3300.673340
	Iteration 49Q: 3 clusters Score -1438684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1438686.375000 Penalty: 3300.673340
	Iteration 50Q: 3 clusters Score -1438686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1438688.750000 Penalty: 3300.673340
	Iteration 51Q: 3 clusters Score -1438689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1438685.375000 Penalty: 3300.673340
	Iteration 52Q: 3 clusters Score -1438685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1438687.000000 Penalty: 3300.673340
	Iteration 53Q: 3 clusters Score -1438687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1438694.125000 Penalty: 3300.673340
	Iteration 54Q: 3 clusters Score -1438694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1438691.625000 Penalty: 3300.673340
	Iteration 55Q: 3 clusters Score -1438692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1438694.125000 Penalty: 3300.673340
	Iteration 56Q: 3 clusters Score -1438694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1438696.375000 Penalty: 3300.673340
	Iteration 57Q: 3 clusters Score -1438696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1438699.375000 Penalty: 3300.673340
	Iteration 58Q: 3 clusters Score -1438699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1438698.625000 Penalty: 3300.673340
	Iteration 59Q: 3 clusters Score -1438699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1438698.250000 Penalty: 3300.673340
	Iteration 60F: 3 clusters Score -1438698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1438699.000000 Penalty: 3300.673340
	Iteration 61Q: 3 clusters Score -1438699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1438697.500000 Penalty: 3300.673340
	Iteration 62Q: 3 clusters Score -1438698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1438698.375000 Penalty: 3300.673340
	Iteration 63Q: 3 clusters Score -1438698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1438701.375000 Penalty: 3300.673340
	Iteration 64Q: 3 clusters Score -1438701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1438704.500000 Penalty: 3300.673340
	Iteration 65Q: 3 clusters Score -1438704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1438703.625000 Penalty: 3300.673340
	Iteration 66Q: 3 clusters Score -1438704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1438705.500000 Penalty: 3300.673340
	Iteration 67Q: 3 clusters Score -1438706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1438707.625000 Penalty: 3300.673340
	Iteration 68Q: 3 clusters Score -1438708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1438711.625000 Penalty: 3300.673340
	Iteration 69Q: 3 clusters Score -1438712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1438709.375000 Penalty: 3300.673340
	Iteration 70Q: 3 clusters Score -1438709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1438709.000000 Penalty: 3300.673340
	Iteration 71Q: 3 clusters Score -1438709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1438707.750000 Penalty: 3300.673340
	Iteration 72Q: 3 clusters Score -1438708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1438705.250000 Penalty: 3300.673340
	Iteration 73Q: 3 clusters Score -1438705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1438704.625000 Penalty: 3300.673340
	Iteration 74Q: 3 clusters Score -1438705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1438705.500000 Penalty: 3300.673340
	Iteration 75Q: 3 clusters Score -1438706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1438709.000000 Penalty: 3300.673340
	Iteration 76Q: 3 clusters Score -1438709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1438707.750000 Penalty: 3300.673340
	Iteration 77Q: 3 clusters Score -1438708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1438711.750000 Penalty: 3300.673340
	Iteration 78Q: 3 clusters Score -1438712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1438712.125000 Penalty: 3300.673340
	Iteration 79Q: 3 clusters Score -1438712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1438711.375000 Penalty: 3300.673340
	Iteration 80F: 3 clusters Score -1438711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1438712.000000 Penalty: 3300.673340
	Iteration 81Q: 3 clusters Score -1438712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1438713.625000 Penalty: 3300.673340
	Iteration 82Q: 3 clusters Score -1438714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1438714.375000 Penalty: 3300.673340
	Iteration 83Q: 3 clusters Score -1438714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1438713.500000 Penalty: 3300.673340
	Iteration 84Q: 3 clusters Score -1438714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1438714.125000 Penalty: 3300.673340
	Iteration 85Q: 3 clusters Score -1438714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1438713.625000 Penalty: 3300.673340
	Iteration 86Q: 3 clusters Score -1438714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1438712.875000 Penalty: 3300.673340
	Iteration 87Q: 3 clusters Score -1438713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1438716.875000 Penalty: 3300.673340
	Iteration 88Q: 3 clusters Score -1438717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1438716.375000 Penalty: 3300.673340
	Iteration 89Q: 3 clusters Score -1438716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1438714.875000 Penalty: 3300.673340
	Iteration 90Q: 3 clusters Score -1438715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1438716.250000 Penalty: 3300.673340
	Iteration 91Q: 3 clusters Score -1438716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1438716.375000 Penalty: 3300.673340
	Iteration 92Q: 3 clusters Score -1438716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1438716.750000 Penalty: 3300.673340
	Iteration 93Q: 3 clusters Score -1438717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1438714.000000 Penalty: 3300.673340
	Iteration 94Q: 3 clusters Score -1438714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1438714.625000 Penalty: 3300.673340
	Iteration 95Q: 3 clusters Score -1438715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1438714.625000 Penalty: 3300.673340
	Iteration 96F: 3 clusters Score -1438715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (92893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Entering Unmasked Estep 
Score: -5447929.500000 Penalty: 1858.870483
	Iteration 0F: 2 clusters Score -5447930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -5385621.000000 Penalty: 3717.740967
	Iteration 0F: 3 clusters Score -5385621 nChanged 44328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -5411536.000000 Penalty: 3717.740967
	Iteration 1F: 3 clusters Score -5411536 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -5412569.000000 Penalty: 3717.740967
	Iteration 2Q: 3 clusters Score -5412569 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5414054.000000 Penalty: 3717.740967
	Iteration 3Q: 3 clusters Score -5414054 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -5416725.000000 Penalty: 3717.740967
	Iteration 4F: 3 clusters Score -5416725 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -5421658.500000 Penalty: 3717.740967
	Iteration 5F: 3 clusters Score -5421658 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -5429111.500000 Penalty: 3717.740967
	Iteration 6F: 3 clusters Score -5429112 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -5437286.500000 Penalty: 3717.740967
	Iteration 7F: 3 clusters Score -5437286 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5443031.000000 Penalty: 3717.740967
	Iteration 8F: 3 clusters Score -5443031 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5445298.500000 Penalty: 3717.740967
	Iteration 9Q: 3 clusters Score -5445298 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92523 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5445935.500000 Penalty: 3717.740967
	Iteration 10Q: 3 clusters Score -5445936 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5446106.500000 Penalty: 3717.740967
	Iteration 11Q: 3 clusters Score -5446106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5446160.500000 Penalty: 3717.740967
	Iteration 12Q: 3 clusters Score -5446160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5446197.000000 Penalty: 3717.740967
	Iteration 13Q: 3 clusters Score -5446197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92707 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5446221.500000 Penalty: 3717.740967
	Iteration 14Q: 3 clusters Score -5446222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92714 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5446230.000000 Penalty: 3717.740967
	Iteration 15Q: 3 clusters Score -5446230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5446237.500000 Penalty: 3717.740967
	Iteration 16Q: 3 clusters Score -5446238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5446241.500000 Penalty: 3717.740967
	Iteration 17Q: 3 clusters Score -5446242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92714 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5446243.500000 Penalty: 3717.740967
	Iteration 18Q: 3 clusters Score -5446244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92714 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5446243.500000 Penalty: 3717.740967
	Iteration 19F: 3 clusters Score -5446244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -95372.890625 Penalty: 1218.656372
	Iteration 0F: 2 clusters Score -95372.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -93381.023438 Penalty: 2437.312744
	Iteration 0F: 3 clusters Score -93381.02 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -93803.843750 Penalty: 2437.312744
	Iteration 1F: 3 clusters Score -93803.84 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -93925.773438 Penalty: 2437.312744
	Iteration 2F: 3 clusters Score -93925.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -94012.820312 Penalty: 2437.312744
	Iteration 3Q: 3 clusters Score -94012.82 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -94068.945312 Penalty: 2437.312744
	Iteration 4Q: 3 clusters Score -94068.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -94124.726562 Penalty: 2437.312744
	Iteration 5Q: 3 clusters Score -94124.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -94196.507812 Penalty: 2437.312744
	Iteration 6Q: 3 clusters Score -94196.51 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -94242.789062 Penalty: 2437.312744
	Iteration 7Q: 3 clusters Score -94242.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -94279.453125 Penalty: 2437.312744
	Iteration 8Q: 3 clusters Score -94279.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -94312.195312 Penalty: 2437.312744
	Iteration 9Q: 3 clusters Score -94312.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -94351.664062 Penalty: 2437.312744
	Iteration 10Q: 3 clusters Score -94351.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -94397.867188 Penalty: 2437.312744
	Iteration 11Q: 3 clusters Score -94397.87 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -94440.679688 Penalty: 2437.312744
	Iteration 12Q: 3 clusters Score -94440.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -94489.921875 Penalty: 2437.312744
	Iteration 13Q: 3 clusters Score -94489.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -94529.742188 Penalty: 2437.312744
	Iteration 14Q: 3 clusters Score -94529.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -94565.648438 Penalty: 2437.312744
	Iteration 15Q: 3 clusters Score -94565.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -94592.242188 Penalty: 2437.312744
	Iteration 16Q: 3 clusters Score -94592.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -94611.289062 Penalty: 2437.312744
	Iteration 17Q: 3 clusters Score -94611.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -94627.789062 Penalty: 2437.312744
	Iteration 18Q: 3 clusters Score -94627.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -94636.804688 Penalty: 2437.312744
	Iteration 19Q: 3 clusters Score -94636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -94644.718750 Penalty: 2437.312744
	Iteration 20F: 3 clusters Score -94644.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -94650.195312 Penalty: 2437.312744
	Iteration 21Q: 3 clusters Score -94650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -94655.164062 Penalty: 2437.312744
	Iteration 22Q: 3 clusters Score -94655.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -94660.953125 Penalty: 2437.312744
	Iteration 23Q: 3 clusters Score -94660.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -94664.421875 Penalty: 2437.312744
	Iteration 24Q: 3 clusters Score -94664.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -94668.234375 Penalty: 2437.312744
	Iteration 25Q: 3 clusters Score -94668.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -94673.351562 Penalty: 2437.312744
	Iteration 26Q: 3 clusters Score -94673.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -94679.164062 Penalty: 2437.312744
	Iteration 27Q: 3 clusters Score -94679.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -94681.992188 Penalty: 2437.312744
	Iteration 28Q: 3 clusters Score -94681.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -94683.718750 Penalty: 2437.312744
	Iteration 29Q: 3 clusters Score -94683.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -94685.406250 Penalty: 2437.312744
	Iteration 30Q: 3 clusters Score -94685.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -94688.250000 Penalty: 2437.312744
	Iteration 31Q: 3 clusters Score -94688.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -94691.890625 Penalty: 2437.312744
	Iteration 32Q: 3 clusters Score -94691.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -94698.281250 Penalty: 2437.312744
	Iteration 33Q: 3 clusters Score -94698.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -94703.703125 Penalty: 2437.312744
	Iteration 34Q: 3 clusters Score -94703.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -94714.328125 Penalty: 2437.312744
	Iteration 35Q: 3 clusters Score -94714.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94720.953125 Penalty: 2437.312744
	Iteration 36Q: 3 clusters Score -94720.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -94726.312500 Penalty: 2437.312744
	Iteration 37Q: 3 clusters Score -94726.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -94728.937500 Penalty: 2437.312744
	Iteration 38Q: 3 clusters Score -94728.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -94731.937500 Penalty: 2437.312744
	Iteration 39Q: 3 clusters Score -94731.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -94734.125000 Penalty: 2437.312744
	Iteration 40F: 3 clusters Score -94734.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -94734.898438 Penalty: 2437.312744
	Iteration 41Q: 3 clusters Score -94734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -94735.984375 Penalty: 2437.312744
	Iteration 42Q: 3 clusters Score -94735.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -94736.773438 Penalty: 2437.312744
	Iteration 43Q: 3 clusters Score -94736.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -94737.179688 Penalty: 2437.312744
	Iteration 44Q: 3 clusters Score -94737.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -94737.179688 Penalty: 2437.312744
	Iteration 45F: 3 clusters Score -94737.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Entering Unmasked Estep 
Score: -412933.875000 Penalty: 1450.256592
	Iteration 0F: 2 clusters Score -412933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -407373.843750 Penalty: 2900.513184
	Iteration 0F: 3 clusters Score -407373.8 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -409080.375000 Penalty: 2900.513184
	Iteration 1F: 3 clusters Score -409080.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -409278.437500 Penalty: 2900.513184
	Iteration 2F: 3 clusters Score -409278.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -409413.531250 Penalty: 2900.513184
	Iteration 3Q: 3 clusters Score -409413.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -409513.000000 Penalty: 2900.513184
	Iteration 4Q: 3 clusters Score -409513 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -409598.093750 Penalty: 2900.513184
	Iteration 5Q: 3 clusters Score -409598.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -409677.531250 Penalty: 2900.513184
	Iteration 6Q: 3 clusters Score -409677.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -409762.187500 Penalty: 2900.513184
	Iteration 7Q: 3 clusters Score -409762.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -409846.718750 Penalty: 2900.513184
	Iteration 8Q: 3 clusters Score -409846.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -409959.312500 Penalty: 2900.513184
	Iteration 9Q: 3 clusters Score -409959.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -410095.937500 Penalty: 2900.513184
	Iteration 10Q: 3 clusters Score -410095.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -410238.218750 Penalty: 2900.513184
	Iteration 11Q: 3 clusters Score -410238.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -410381.875000 Penalty: 2900.513184
	Iteration 12Q: 3 clusters Score -410381.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -410539.343750 Penalty: 2900.513184
	Iteration 13Q: 3 clusters Score -410539.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -410729.437500 Penalty: 2900.513184
	Iteration 14Q: 3 clusters Score -410729.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -410910.437500 Penalty: 2900.513184
	Iteration 15Q: 3 clusters Score -410910.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -411046.406250 Penalty: 2900.513184
	Iteration 16Q: 3 clusters Score -411046.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -411153.531250 Penalty: 2900.513184
	Iteration 17Q: 3 clusters Score -411153.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -411250.187500 Penalty: 2900.513184
	Iteration 18Q: 3 clusters Score -411250.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -411344.687500 Penalty: 2900.513184
	Iteration 19Q: 3 clusters Score -411344.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -411416.250000 Penalty: 2900.513184
	Iteration 20F: 3 clusters Score -411416.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -411475.125000 Penalty: 2900.513184
	Iteration 21Q: 3 clusters Score -411475.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -411535.468750 Penalty: 2900.513184
	Iteration 22Q: 3 clusters Score -411535.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -411582.656250 Penalty: 2900.513184
	Iteration 23Q: 3 clusters Score -411582.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -411628.343750 Penalty: 2900.513184
	Iteration 24Q: 3 clusters Score -411628.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -411667.593750 Penalty: 2900.513184
	Iteration 25Q: 3 clusters Score -411667.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -411696.937500 Penalty: 2900.513184
	Iteration 26Q: 3 clusters Score -411696.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -411720.281250 Penalty: 2900.513184
	Iteration 27Q: 3 clusters Score -411720.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -411736.750000 Penalty: 2900.513184
	Iteration 28Q: 3 clusters Score -411736.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -411747.625000 Penalty: 2900.513184
	Iteration 29Q: 3 clusters Score -411747.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -411754.781250 Penalty: 2900.513184
	Iteration 30Q: 3 clusters Score -411754.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -411761.281250 Penalty: 2900.513184
	Iteration 31Q: 3 clusters Score -411761.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -411773.156250 Penalty: 2900.513184
	Iteration 32Q: 3 clusters Score -411773.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -411783.250000 Penalty: 2900.513184
	Iteration 33Q: 3 clusters Score -411783.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -411792.125000 Penalty: 2900.513184
	Iteration 34Q: 3 clusters Score -411792.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -411799.937500 Penalty: 2900.513184
	Iteration 35Q: 3 clusters Score -411799.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -411808.906250 Penalty: 2900.513184
	Iteration 36Q: 3 clusters Score -411808.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -411821.250000 Penalty: 2900.513184
	Iteration 37Q: 3 clusters Score -411821.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -411834.000000 Penalty: 2900.513184
	Iteration 38Q: 3 clusters Score -411834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -411845.000000 Penalty: 2900.513184
	Iteration 39Q: 3 clusters Score -411845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -411853.218750 Penalty: 2900.513184
	Iteration 40F: 3 clusters Score -411853.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -411863.343750 Penalty: 2900.513184
	Iteration 41Q: 3 clusters Score -411863.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -411872.562500 Penalty: 2900.513184
	Iteration 42Q: 3 clusters Score -411872.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -411882.843750 Penalty: 2900.513184
	Iteration 43Q: 3 clusters Score -411882.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -411893.250000 Penalty: 2900.513184
	Iteration 44Q: 3 clusters Score -411893.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -411900.656250 Penalty: 2900.513184
	Iteration 45Q: 3 clusters Score -411900.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -411905.968750 Penalty: 2900.513184
	Iteration 46Q: 3 clusters Score -411906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -411911.062500 Penalty: 2900.513184
	Iteration 47Q: 3 clusters Score -411911.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -411917.250000 Penalty: 2900.513184
	Iteration 48Q: 3 clusters Score -411917.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -411921.531250 Penalty: 2900.513184
	Iteration 49Q: 3 clusters Score -411921.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -411925.468750 Penalty: 2900.513184
	Iteration 50Q: 3 clusters Score -411925.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -411932.031250 Penalty: 2900.513184
	Iteration 51Q: 3 clusters Score -411932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -411934.250000 Penalty: 2900.513184
	Iteration 52Q: 3 clusters Score -411934.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -411942.343750 Penalty: 2900.513184
	Iteration 53Q: 3 clusters Score -411942.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -411948.843750 Penalty: 2900.513184
	Iteration 54Q: 3 clusters Score -411948.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -411953.250000 Penalty: 2900.513184
	Iteration 55Q: 3 clusters Score -411953.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -411956.062500 Penalty: 2900.513184
	Iteration 56Q: 3 clusters Score -411956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -411957.312500 Penalty: 2900.513184
	Iteration 57Q: 3 clusters Score -411957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -411959.031250 Penalty: 2900.513184
	Iteration 58Q: 3 clusters Score -411959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -411960.593750 Penalty: 2900.513184
	Iteration 59Q: 3 clusters Score -411960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -411962.468750 Penalty: 2900.513184
	Iteration 60F: 3 clusters Score -411962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -411964.093750 Penalty: 2900.513184
	Iteration 61Q: 3 clusters Score -411964.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -411965.906250 Penalty: 2900.513184
	Iteration 62Q: 3 clusters Score -411965.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -411967.781250 Penalty: 2900.513184
	Iteration 63Q: 3 clusters Score -411967.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -411969.593750 Penalty: 2900.513184
	Iteration 64Q: 3 clusters Score -411969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -411969.656250 Penalty: 2900.513184
	Iteration 65Q: 3 clusters Score -411969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -411971.468750 Penalty: 2900.513184
	Iteration 66Q: 3 clusters Score -411971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -411971.468750 Penalty: 2900.513184
	Iteration 67F: 3 clusters Score -411971.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Entering Unmasked Estep 
Score: -719505.500000 Penalty: 1531.123901
	Iteration 0F: 2 clusters Score -719505.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -710849.187500 Penalty: 3062.247803
	Iteration 0F: 3 clusters Score -710849.2 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -713620.187500 Penalty: 3062.247803
	Iteration 1F: 3 clusters Score -713620.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -713828.937500 Penalty: 3062.247803
	Iteration 2Q: 3 clusters Score -713828.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -713995.062500 Penalty: 3062.247803
	Iteration 3Q: 3 clusters Score -713995.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -714149.000000 Penalty: 3062.247803
	Iteration 4Q: 3 clusters Score -714149 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -714302.875000 Penalty: 3062.247803
	Iteration 5Q: 3 clusters Score -714302.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -714436.812500 Penalty: 3062.247803
	Iteration 6Q: 3 clusters Score -714436.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -714572.500000 Penalty: 3062.247803
	Iteration 7Q: 3 clusters Score -714572.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -714715.062500 Penalty: 3062.247803
	Iteration 8Q: 3 clusters Score -714715.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -714884.500000 Penalty: 3062.247803
	Iteration 9Q: 3 clusters Score -714884.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -715093.000000 Penalty: 3062.247803
	Iteration 10Q: 3 clusters Score -715093 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -715353.750000 Penalty: 3062.247803
	Iteration 11Q: 3 clusters Score -715353.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -715671.625000 Penalty: 3062.247803
	Iteration 12Q: 3 clusters Score -715671.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -716022.375000 Penalty: 3062.247803
	Iteration 13Q: 3 clusters Score -716022.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -716399.375000 Penalty: 3062.247803
	Iteration 14Q: 3 clusters Score -716399.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -716742.062500 Penalty: 3062.247803
	Iteration 15Q: 3 clusters Score -716742.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -717033.500000 Penalty: 3062.247803
	Iteration 16Q: 3 clusters Score -717033.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -717280.250000 Penalty: 3062.247803
	Iteration 17Q: 3 clusters Score -717280.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -717484.875000 Penalty: 3062.247803
	Iteration 18Q: 3 clusters Score -717484.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -717651.937500 Penalty: 3062.247803
	Iteration 19Q: 3 clusters Score -717651.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -717778.875000 Penalty: 3062.247803
	Iteration 20F: 3 clusters Score -717778.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -717859.625000 Penalty: 3062.247803
	Iteration 21Q: 3 clusters Score -717859.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -717907.750000 Penalty: 3062.247803
	Iteration 22Q: 3 clusters Score -717907.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -717945.125000 Penalty: 3062.247803
	Iteration 23Q: 3 clusters Score -717945.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -717979.312500 Penalty: 3062.247803
	Iteration 24Q: 3 clusters Score -717979.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -718018.125000 Penalty: 3062.247803
	Iteration 25Q: 3 clusters Score -718018.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -718044.062500 Penalty: 3062.247803
	Iteration 26Q: 3 clusters Score -718044.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -718069.625000 Penalty: 3062.247803
	Iteration 27Q: 3 clusters Score -718069.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -718086.125000 Penalty: 3062.247803
	Iteration 28Q: 3 clusters Score -718086.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -718109.750000 Penalty: 3062.247803
	Iteration 29Q: 3 clusters Score -718109.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -718125.750000 Penalty: 3062.247803
	Iteration 30Q: 3 clusters Score -718125.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -718138.062500 Penalty: 3062.247803
	Iteration 31Q: 3 clusters Score -718138.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -718147.437500 Penalty: 3062.247803
	Iteration 32Q: 3 clusters Score -718147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -718155.187500 Penalty: 3062.247803
	Iteration 33Q: 3 clusters Score -718155.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -718158.750000 Penalty: 3062.247803
	Iteration 34Q: 3 clusters Score -718158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -718160.062500 Penalty: 3062.247803
	Iteration 35Q: 3 clusters Score -718160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -718161.875000 Penalty: 3062.247803
	Iteration 36Q: 3 clusters Score -718161.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -718165.562500 Penalty: 3062.247803
	Iteration 37Q: 3 clusters Score -718165.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -718167.625000 Penalty: 3062.247803
	Iteration 38Q: 3 clusters Score -718167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -718170.937500 Penalty: 3062.247803
	Iteration 39Q: 3 clusters Score -718170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -718175.625000 Penalty: 3062.247803
	Iteration 40F: 3 clusters Score -718175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -718180.375000 Penalty: 3062.247803
	Iteration 41Q: 3 clusters Score -718180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -718183.250000 Penalty: 3062.247803
	Iteration 42Q: 3 clusters Score -718183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -718188.187500 Penalty: 3062.247803
	Iteration 43Q: 3 clusters Score -718188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -718190.875000 Penalty: 3062.247803
	Iteration 44Q: 3 clusters Score -718190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -718191.250000 Penalty: 3062.247803
	Iteration 45Q: 3 clusters Score -718191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -718191.437500 Penalty: 3062.247803
	Iteration 46Q: 3 clusters Score -718191.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -718191.437500 Penalty: 3062.247803
	Iteration 47F: 3 clusters Score -718191.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -146123.906250 Penalty: 1271.212402
	Iteration 0F: 2 clusters Score -146123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -143707.703125 Penalty: 2542.424805
	Iteration 0F: 3 clusters Score -143707.7 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -144199.937500 Penalty: 2542.424805
	Iteration 1F: 3 clusters Score -144199.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -144351.171875 Penalty: 2542.424805
	Iteration 2F: 3 clusters Score -144351.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -144467.000000 Penalty: 2542.424805
	Iteration 3F: 3 clusters Score -144467 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -144545.218750 Penalty: 2542.424805
	Iteration 4Q: 3 clusters Score -144545.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -144616.031250 Penalty: 2542.424805
	Iteration 5Q: 3 clusters Score -144616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -144667.921875 Penalty: 2542.424805
	Iteration 6Q: 3 clusters Score -144667.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -144720.203125 Penalty: 2542.424805
	Iteration 7Q: 3 clusters Score -144720.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -144769.218750 Penalty: 2542.424805
	Iteration 8Q: 3 clusters Score -144769.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -144824.953125 Penalty: 2542.424805
	Iteration 9Q: 3 clusters Score -144825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -144898.390625 Penalty: 2542.424805
	Iteration 10Q: 3 clusters Score -144898.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -144946.046875 Penalty: 2542.424805
	Iteration 11Q: 3 clusters Score -144946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -144978.703125 Penalty: 2542.424805
	Iteration 12Q: 3 clusters Score -144978.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -145004.125000 Penalty: 2542.424805
	Iteration 13Q: 3 clusters Score -145004.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -145032.000000 Penalty: 2542.424805
	Iteration 14Q: 3 clusters Score -145032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -145049.375000 Penalty: 2542.424805
	Iteration 15Q: 3 clusters Score -145049.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -145063.843750 Penalty: 2542.424805
	Iteration 16Q: 3 clusters Score -145063.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -145077.140625 Penalty: 2542.424805
	Iteration 17Q: 3 clusters Score -145077.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -145092.140625 Penalty: 2542.424805
	Iteration 18Q: 3 clusters Score -145092.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -145103.296875 Penalty: 2542.424805
	Iteration 19Q: 3 clusters Score -145103.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -145111.468750 Penalty: 2542.424805
	Iteration 20F: 3 clusters Score -145111.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -145118.531250 Penalty: 2542.424805
	Iteration 21Q: 3 clusters Score -145118.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -145122.671875 Penalty: 2542.424805
	Iteration 22Q: 3 clusters Score -145122.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -145125.250000 Penalty: 2542.424805
	Iteration 23Q: 3 clusters Score -145125.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -145130.265625 Penalty: 2542.424805
	Iteration 24Q: 3 clusters Score -145130.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -145135.609375 Penalty: 2542.424805
	Iteration 25Q: 3 clusters Score -145135.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -145139.062500 Penalty: 2542.424805
	Iteration 26Q: 3 clusters Score -145139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -145140.140625 Penalty: 2542.424805
	Iteration 27Q: 3 clusters Score -145140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -145142.484375 Penalty: 2542.424805
	Iteration 28Q: 3 clusters Score -145142.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -145145.234375 Penalty: 2542.424805
	Iteration 29Q: 3 clusters Score -145145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -145147.046875 Penalty: 2542.424805
	Iteration 30Q: 3 clusters Score -145147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -145147.812500 Penalty: 2542.424805
	Iteration 31Q: 3 clusters Score -145147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -145149.171875 Penalty: 2542.424805
	Iteration 32Q: 3 clusters Score -145149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -145149.390625 Penalty: 2542.424805
	Iteration 33Q: 3 clusters Score -145149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -145149.843750 Penalty: 2542.424805
	Iteration 34Q: 3 clusters Score -145149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -145149.828125 Penalty: 2542.424805
	Iteration 35Q: 3 clusters Score -145149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -145150.609375 Penalty: 2542.424805
	Iteration 36Q: 3 clusters Score -145150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -145150.781250 Penalty: 2542.424805
	Iteration 37Q: 3 clusters Score -145150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -145150.781250 Penalty: 2542.424805
	Iteration 38F: 3 clusters Score -145150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -148348.015625 Penalty: 1284.873779
	Iteration 0F: 2 clusters Score -148348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -145807.171875 Penalty: 2569.747559
	Iteration 0F: 3 clusters Score -145807.2 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -146392.218750 Penalty: 2569.747559
	Iteration 1F: 3 clusters Score -146392.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -146504.437500 Penalty: 2569.747559
	Iteration 2F: 3 clusters Score -146504.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -146581.531250 Penalty: 2569.747559
	Iteration 3Q: 3 clusters Score -146581.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -146630.390625 Penalty: 2569.747559
	Iteration 4Q: 3 clusters Score -146630.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -146685.578125 Penalty: 2569.747559
	Iteration 5Q: 3 clusters Score -146685.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -146752.421875 Penalty: 2569.747559
	Iteration 6Q: 3 clusters Score -146752.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -146837.875000 Penalty: 2569.747559
	Iteration 7Q: 3 clusters Score -146837.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -146956.281250 Penalty: 2569.747559
	Iteration 8Q: 3 clusters Score -146956.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -147112.843750 Penalty: 2569.747559
	Iteration 9Q: 3 clusters Score -147112.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -147337.218750 Penalty: 2569.747559
	Iteration 10Q: 3 clusters Score -147337.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -147564.281250 Penalty: 2569.747559
	Iteration 11F: 3 clusters Score -147564.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -147780.656250 Penalty: 2569.747559
	Iteration 12F: 3 clusters Score -147780.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -147924.937500 Penalty: 2569.747559
	Iteration 13Q: 3 clusters Score -147924.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -148014.500000 Penalty: 2569.747559
	Iteration 14Q: 3 clusters Score -148014.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -148102.968750 Penalty: 2569.747559
	Iteration 15Q: 3 clusters Score -148103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -148181.953125 Penalty: 2569.747559
	Iteration 16Q: 3 clusters Score -148182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -148250.734375 Penalty: 2569.747559
	Iteration 17Q: 3 clusters Score -148250.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -148299.328125 Penalty: 2569.747559
	Iteration 18Q: 3 clusters Score -148299.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -148343.843750 Penalty: 2569.747559
	Iteration 19Q: 3 clusters Score -148343.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -148366.312500 Penalty: 2569.747559
	Iteration 20F: 3 clusters Score -148366.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -148378.796875 Penalty: 2569.747559
	Iteration 21Q: 3 clusters Score -148378.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -148384.015625 Penalty: 2569.747559
	Iteration 22Q: 3 clusters Score -148384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -148386.281250 Penalty: 2569.747559
	Iteration 23Q: 3 clusters Score -148386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -148386.281250 Penalty: 2569.747559
	Iteration 24F: 3 clusters Score -148386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25743 members 
Mstep: Class 3 contains 92893 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 2497 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 40651 members 
Mstep: Class 15 contains 107017 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 39534 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 44039 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 8862 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 5677 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 139563 members 
Mstep: Class 32 contains 1262 members 
Mstep: Class 33 contains 1138 members 
Entering Unmasked Estep 
Score: -34151696.000000 Penalty: 71552.687500
Splitting cluster 8 changes total score from -34152580.000000 to -34151696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -256052.531250 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -256052.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -252123.406250 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -252123.4 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -253189.484375 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -253189.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -253409.031250 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -253409 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -253556.765625 Penalty: 2757.853271
	Iteration 3F: 3 clusters Score -253556.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -253670.187500 Penalty: 2757.853271
	Iteration 4Q: 3 clusters Score -253670.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -253754.562500 Penalty: 2757.853271
	Iteration 5Q: 3 clusters Score -253754.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -253851.406250 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -253851.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -253959.953125 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -253960 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -254089.640625 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -254089.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -254231.890625 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -254231.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -254350.765625 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -254350.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -254468.781250 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -254468.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -254576.828125 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -254576.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -254665.187500 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -254665.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -254748.984375 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -254749 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -254793.625000 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -254793.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -254822.281250 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -254822.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -254840.546875 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -254840.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -254856.406250 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -254856.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -254865.093750 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -254865.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -254873.359375 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -254873.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -254879.656250 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -254879.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -254885.453125 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -254885.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -254890.125000 Penalty: 2757.853271
	Iteration 23Q: 3 clusters Score -254890.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -254895.937500 Penalty: 2757.853271
	Iteration 24Q: 3 clusters Score -254895.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -254900.312500 Penalty: 2757.853271
	Iteration 25Q: 3 clusters Score -254900.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -254902.812500 Penalty: 2757.853271
	Iteration 26Q: 3 clusters Score -254902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -254905.906250 Penalty: 2757.853271
	Iteration 27Q: 3 clusters Score -254905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -254907.765625 Penalty: 2757.853271
	Iteration 28Q: 3 clusters Score -254907.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -254909.484375 Penalty: 2757.853271
	Iteration 29Q: 3 clusters Score -254909.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -254910.093750 Penalty: 2757.853271
	Iteration 30Q: 3 clusters Score -254910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -254911.203125 Penalty: 2757.853271
	Iteration 31Q: 3 clusters Score -254911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -254911.500000 Penalty: 2757.853271
	Iteration 32Q: 3 clusters Score -254911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -254911.703125 Penalty: 2757.853271
	Iteration 33Q: 3 clusters Score -254911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -254913.046875 Penalty: 2757.853271
	Iteration 34Q: 3 clusters Score -254913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -254913.421875 Penalty: 2757.853271
	Iteration 35Q: 3 clusters Score -254913.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -254913.421875 Penalty: 2757.853271
	Iteration 36F: 3 clusters Score -254913.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Entering Unmasked Estep 
Score: -422289.218750 Penalty: 1455.323242
	Iteration 0F: 2 clusters Score -422289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -416546.125000 Penalty: 2910.646484
	Iteration 0F: 3 clusters Score -416546.1 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -418390.906250 Penalty: 2910.646484
	Iteration 1F: 3 clusters Score -418390.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -418792.656250 Penalty: 2910.646484
	Iteration 2F: 3 clusters Score -418792.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -419091.218750 Penalty: 2910.646484
	Iteration 3F: 3 clusters Score -419091.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -419339.500000 Penalty: 2910.646484
	Iteration 4F: 3 clusters Score -419339.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -419526.531250 Penalty: 2910.646484
	Iteration 5Q: 3 clusters Score -419526.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -419660.500000 Penalty: 2910.646484
	Iteration 6Q: 3 clusters Score -419660.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -419780.468750 Penalty: 2910.646484
	Iteration 7Q: 3 clusters Score -419780.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -419867.687500 Penalty: 2910.646484
	Iteration 8Q: 3 clusters Score -419867.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -419938.843750 Penalty: 2910.646484
	Iteration 9Q: 3 clusters Score -419938.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -419995.437500 Penalty: 2910.646484
	Iteration 10Q: 3 clusters Score -419995.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -420053.906250 Penalty: 2910.646484
	Iteration 11Q: 3 clusters Score -420053.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -420103.718750 Penalty: 2910.646484
	Iteration 12Q: 3 clusters Score -420103.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -420165.500000 Penalty: 2910.646484
	Iteration 13Q: 3 clusters Score -420165.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -420233.031250 Penalty: 2910.646484
	Iteration 14Q: 3 clusters Score -420233 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -420289.718750 Penalty: 2910.646484
	Iteration 15Q: 3 clusters Score -420289.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -420341.093750 Penalty: 2910.646484
	Iteration 16Q: 3 clusters Score -420341.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -420392.250000 Penalty: 2910.646484
	Iteration 17Q: 3 clusters Score -420392.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -420445.156250 Penalty: 2910.646484
	Iteration 18Q: 3 clusters Score -420445.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -420492.750000 Penalty: 2910.646484
	Iteration 19Q: 3 clusters Score -420492.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -420532.250000 Penalty: 2910.646484
	Iteration 20F: 3 clusters Score -420532.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -420569.812500 Penalty: 2910.646484
	Iteration 21Q: 3 clusters Score -420569.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -420611.125000 Penalty: 2910.646484
	Iteration 22Q: 3 clusters Score -420611.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -420651.281250 Penalty: 2910.646484
	Iteration 23Q: 3 clusters Score -420651.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -420691.031250 Penalty: 2910.646484
	Iteration 24Q: 3 clusters Score -420691 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -420740.906250 Penalty: 2910.646484
	Iteration 25Q: 3 clusters Score -420740.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -420787.031250 Penalty: 2910.646484
	Iteration 26Q: 3 clusters Score -420787 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -420828.656250 Penalty: 2910.646484
	Iteration 27Q: 3 clusters Score -420828.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -420874.812500 Penalty: 2910.646484
	Iteration 28Q: 3 clusters Score -420874.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -420903.187500 Penalty: 2910.646484
	Iteration 29Q: 3 clusters Score -420903.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -420928.593750 Penalty: 2910.646484
	Iteration 30Q: 3 clusters Score -420928.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -420948.312500 Penalty: 2910.646484
	Iteration 31Q: 3 clusters Score -420948.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -420969.406250 Penalty: 2910.646484
	Iteration 32Q: 3 clusters Score -420969.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -420991.625000 Penalty: 2910.646484
	Iteration 33Q: 3 clusters Score -420991.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -421011.250000 Penalty: 2910.646484
	Iteration 34Q: 3 clusters Score -421011.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -421030.125000 Penalty: 2910.646484
	Iteration 35Q: 3 clusters Score -421030.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -421048.468750 Penalty: 2910.646484
	Iteration 36Q: 3 clusters Score -421048.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -421065.906250 Penalty: 2910.646484
	Iteration 37Q: 3 clusters Score -421065.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -421080.156250 Penalty: 2910.646484
	Iteration 38Q: 3 clusters Score -421080.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -421090.437500 Penalty: 2910.646484
	Iteration 39Q: 3 clusters Score -421090.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -421104.218750 Penalty: 2910.646484
	Iteration 40F: 3 clusters Score -421104.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -421120.281250 Penalty: 2910.646484
	Iteration 41Q: 3 clusters Score -421120.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -421133.281250 Penalty: 2910.646484
	Iteration 42Q: 3 clusters Score -421133.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -421141.468750 Penalty: 2910.646484
	Iteration 43Q: 3 clusters Score -421141.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -421147.250000 Penalty: 2910.646484
	Iteration 44Q: 3 clusters Score -421147.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -421153.406250 Penalty: 2910.646484
	Iteration 45Q: 3 clusters Score -421153.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -421160.093750 Penalty: 2910.646484
	Iteration 46Q: 3 clusters Score -421160.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -421166.531250 Penalty: 2910.646484
	Iteration 47Q: 3 clusters Score -421166.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -421175.968750 Penalty: 2910.646484
	Iteration 48Q: 3 clusters Score -421176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -421181.468750 Penalty: 2910.646484
	Iteration 49Q: 3 clusters Score -421181.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -421184.593750 Penalty: 2910.646484
	Iteration 50Q: 3 clusters Score -421184.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -421190.750000 Penalty: 2910.646484
	Iteration 51Q: 3 clusters Score -421190.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -421197.187500 Penalty: 2910.646484
	Iteration 52Q: 3 clusters Score -421197.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -421204.062500 Penalty: 2910.646484
	Iteration 53Q: 3 clusters Score -421204.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -421208.000000 Penalty: 2910.646484
	Iteration 54Q: 3 clusters Score -421208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -421212.187500 Penalty: 2910.646484
	Iteration 55Q: 3 clusters Score -421212.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -421215.906250 Penalty: 2910.646484
	Iteration 56Q: 3 clusters Score -421215.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -421216.750000 Penalty: 2910.646484
	Iteration 57Q: 3 clusters Score -421216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -421218.750000 Penalty: 2910.646484
	Iteration 58Q: 3 clusters Score -421218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -421219.625000 Penalty: 2910.646484
	Iteration 59Q: 3 clusters Score -421219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -421222.187500 Penalty: 2910.646484
	Iteration 60F: 3 clusters Score -421222.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -421223.687500 Penalty: 2910.646484
	Iteration 61Q: 3 clusters Score -421223.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -421224.468750 Penalty: 2910.646484
	Iteration 62Q: 3 clusters Score -421224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -421225.031250 Penalty: 2910.646484
	Iteration 63Q: 3 clusters Score -421225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -421225.593750 Penalty: 2910.646484
	Iteration 64Q: 3 clusters Score -421225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -421226.593750 Penalty: 2910.646484
	Iteration 65Q: 3 clusters Score -421226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -421228.093750 Penalty: 2910.646484
	Iteration 66Q: 3 clusters Score -421228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -421228.218750 Penalty: 2910.646484
	Iteration 67Q: 3 clusters Score -421228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -421229.375000 Penalty: 2910.646484
	Iteration 68Q: 3 clusters Score -421229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -421229.000000 Penalty: 2910.646484
	Iteration 69Q: 3 clusters Score -421229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -421230.187500 Penalty: 2910.646484
	Iteration 70Q: 3 clusters Score -421230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -421230.062500 Penalty: 2910.646484
	Iteration 71Q: 3 clusters Score -421230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -421231.000000 Penalty: 2910.646484
	Iteration 72Q: 3 clusters Score -421231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -421231.000000 Penalty: 2910.646484
	Iteration 73Q: 3 clusters Score -421231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -421230.437500 Penalty: 2910.646484
	Iteration 74Q: 3 clusters Score -421230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -421229.812500 Penalty: 2910.646484
	Iteration 75Q: 3 clusters Score -421229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -421229.812500 Penalty: 2910.646484
	Iteration 76F: 3 clusters Score -421229.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -60507.558594 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -60507.56 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 570 members 
Entering Unmasked Estep 
Score: -58967.160156 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -58967.16 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -59267.003906 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -59267 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -59328.347656 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -59328.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -59370.613281 Penalty: 2295.490723
	Iteration 3Q: 3 clusters Score -59370.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -59395.019531 Penalty: 2295.490723
	Iteration 4Q: 3 clusters Score -59395.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -59420.988281 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -59420.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -59433.363281 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -59433.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -59441.910156 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -59441.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -59447.785156 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -59447.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -59448.644531 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -59448.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -59449.011719 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -59449.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -59450.316406 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -59450.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -59450.593750 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -59450.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -59451.003906 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -59451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -59451.718750 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -59451.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -59452.144531 Penalty: 2295.490723
	Iteration 15Q: 3 clusters Score -59452.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -59452.144531 Penalty: 2295.490723
	Iteration 16F: 3 clusters Score -59452.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Entering Unmasked Estep 
Score: -1028034.000000 Penalty: 1590.380005
	Iteration 0F: 2 clusters Score -1028034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1015742.687500 Penalty: 3180.760010
	Iteration 0F: 3 clusters Score -1015743 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1020319.562500 Penalty: 3180.760010
	Iteration 1F: 3 clusters Score -1020320 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1020801.437500 Penalty: 3180.760010
	Iteration 2F: 3 clusters Score -1020801 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1021385.937500 Penalty: 3180.760010
	Iteration 3F: 3 clusters Score -1021386 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1022164.437500 Penalty: 3180.760010
	Iteration 4F: 3 clusters Score -1022164 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1023181.562500 Penalty: 3180.760010
	Iteration 5F: 3 clusters Score -1023182 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1024409.375000 Penalty: 3180.760010
	Iteration 6F: 3 clusters Score -1024409 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1025570.312500 Penalty: 3180.760010
	Iteration 7F: 3 clusters Score -1025570 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1026363.125000 Penalty: 3180.760010
	Iteration 8F: 3 clusters Score -1026363 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1026731.812500 Penalty: 3180.760010
	Iteration 9Q: 3 clusters Score -1026732 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1026918.625000 Penalty: 3180.760010
	Iteration 10Q: 3 clusters Score -1026919 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1027020.562500 Penalty: 3180.760010
	Iteration 11Q: 3 clusters Score -1027021 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1027095.250000 Penalty: 3180.760010
	Iteration 12Q: 3 clusters Score -1027095 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1027148.687500 Penalty: 3180.760010
	Iteration 13Q: 3 clusters Score -1027149 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1027194.937500 Penalty: 3180.760010
	Iteration 14Q: 3 clusters Score -1027195 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1027220.937500 Penalty: 3180.760010
	Iteration 15Q: 3 clusters Score -1027221 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1027237.437500 Penalty: 3180.760010
	Iteration 16Q: 3 clusters Score -1027237 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1027251.312500 Penalty: 3180.760010
	Iteration 17Q: 3 clusters Score -1027251 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1027266.875000 Penalty: 3180.760010
	Iteration 18Q: 3 clusters Score -1027267 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1027279.500000 Penalty: 3180.760010
	Iteration 19Q: 3 clusters Score -1027280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1027288.750000 Penalty: 3180.760010
	Iteration 20F: 3 clusters Score -1027289 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1027300.000000 Penalty: 3180.760010
	Iteration 21Q: 3 clusters Score -1027300 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1027310.000000 Penalty: 3180.760010
	Iteration 22Q: 3 clusters Score -1027310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1027325.062500 Penalty: 3180.760010
	Iteration 23Q: 3 clusters Score -1027325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1027334.250000 Penalty: 3180.760010
	Iteration 24Q: 3 clusters Score -1027334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1027342.812500 Penalty: 3180.760010
	Iteration 25Q: 3 clusters Score -1027343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1027352.375000 Penalty: 3180.760010
	Iteration 26Q: 3 clusters Score -1027352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1027357.562500 Penalty: 3180.760010
	Iteration 27Q: 3 clusters Score -1027358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1027358.937500 Penalty: 3180.760010
	Iteration 28Q: 3 clusters Score -1027359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1027361.312500 Penalty: 3180.760010
	Iteration 29Q: 3 clusters Score -1027361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1027366.375000 Penalty: 3180.760010
	Iteration 30Q: 3 clusters Score -1027366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1027373.750000 Penalty: 3180.760010
	Iteration 31Q: 3 clusters Score -1027374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1027372.000000 Penalty: 3180.760010
	Iteration 32Q: 3 clusters Score -1027372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1027374.125000 Penalty: 3180.760010
	Iteration 33Q: 3 clusters Score -1027374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1027377.562500 Penalty: 3180.760010
	Iteration 34Q: 3 clusters Score -1027378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1027378.562500 Penalty: 3180.760010
	Iteration 35Q: 3 clusters Score -1027379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1027378.062500 Penalty: 3180.760010
	Iteration 36Q: 3 clusters Score -1027378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1027380.625000 Penalty: 3180.760010
	Iteration 37Q: 3 clusters Score -1027381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1027384.812500 Penalty: 3180.760010
	Iteration 38Q: 3 clusters Score -1027385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1027384.687500 Penalty: 3180.760010
	Iteration 39Q: 3 clusters Score -1027385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1027386.375000 Penalty: 3180.760010
	Iteration 40F: 3 clusters Score -1027386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1027389.125000 Penalty: 3180.760010
	Iteration 41Q: 3 clusters Score -1027389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1027386.125000 Penalty: 3180.760010
	Iteration 42Q: 3 clusters Score -1027386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1027387.937500 Penalty: 3180.760010
	Iteration 43Q: 3 clusters Score -1027388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1027391.312500 Penalty: 3180.760010
	Iteration 44Q: 3 clusters Score -1027391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1027392.937500 Penalty: 3180.760010
	Iteration 45Q: 3 clusters Score -1027393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1027394.000000 Penalty: 3180.760010
	Iteration 46Q: 3 clusters Score -1027394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1027395.875000 Penalty: 3180.760010
	Iteration 47Q: 3 clusters Score -1027396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1027397.687500 Penalty: 3180.760010
	Iteration 48Q: 3 clusters Score -1027398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1027400.375000 Penalty: 3180.760010
	Iteration 49Q: 3 clusters Score -1027400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1027400.500000 Penalty: 3180.760010
	Iteration 50Q: 3 clusters Score -1027400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1027400.125000 Penalty: 3180.760010
	Iteration 51Q: 3 clusters Score -1027400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1027406.875000 Penalty: 3180.760010
	Iteration 52Q: 3 clusters Score -1027407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1027409.812500 Penalty: 3180.760010
	Iteration 53Q: 3 clusters Score -1027410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1027409.000000 Penalty: 3180.760010
	Iteration 54Q: 3 clusters Score -1027409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1027409.000000 Penalty: 3180.760010
	Iteration 55Q: 3 clusters Score -1027409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1027411.812500 Penalty: 3180.760010
	Iteration 56Q: 3 clusters Score -1027412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1027413.750000 Penalty: 3180.760010
	Iteration 57Q: 3 clusters Score -1027414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1027410.750000 Penalty: 3180.760010
	Iteration 58Q: 3 clusters Score -1027411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1027414.062500 Penalty: 3180.760010
	Iteration 59Q: 3 clusters Score -1027414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1027416.437500 Penalty: 3180.760010
	Iteration 60F: 3 clusters Score -1027416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1027417.062500 Penalty: 3180.760010
	Iteration 61Q: 3 clusters Score -1027417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1027418.187500 Penalty: 3180.760010
	Iteration 62Q: 3 clusters Score -1027418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1027418.250000 Penalty: 3180.760010
	Iteration 63Q: 3 clusters Score -1027418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1027420.312500 Penalty: 3180.760010
	Iteration 64Q: 3 clusters Score -1027420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1027422.187500 Penalty: 3180.760010
	Iteration 65Q: 3 clusters Score -1027422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1027419.750000 Penalty: 3180.760010
	Iteration 66Q: 3 clusters Score -1027420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1027422.562500 Penalty: 3180.760010
	Iteration 67Q: 3 clusters Score -1027423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1027425.187500 Penalty: 3180.760010
	Iteration 68Q: 3 clusters Score -1027425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1027428.562500 Penalty: 3180.760010
	Iteration 69Q: 3 clusters Score -1027429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1027430.000000 Penalty: 3180.760010
	Iteration 70Q: 3 clusters Score -1027430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1027430.937500 Penalty: 3180.760010
	Iteration 71Q: 3 clusters Score -1027431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1027432.187500 Penalty: 3180.760010
	Iteration 72Q: 3 clusters Score -1027432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1027434.250000 Penalty: 3180.760010
	Iteration 73Q: 3 clusters Score -1027434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1027435.812500 Penalty: 3180.760010
	Iteration 74Q: 3 clusters Score -1027436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1027436.000000 Penalty: 3180.760010
	Iteration 75Q: 3 clusters Score -1027436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1027434.750000 Penalty: 3180.760010
	Iteration 76Q: 3 clusters Score -1027435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1027435.312500 Penalty: 3180.760010
	Iteration 77Q: 3 clusters Score -1027435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1027437.625000 Penalty: 3180.760010
	Iteration 78Q: 3 clusters Score -1027438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1027437.312500 Penalty: 3180.760010
	Iteration 79Q: 3 clusters Score -1027437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1027436.187500 Penalty: 3180.760010
	Iteration 80F: 3 clusters Score -1027436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1027435.187500 Penalty: 3180.760010
	Iteration 81Q: 3 clusters Score -1027435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1027435.750000 Penalty: 3180.760010
	Iteration 82Q: 3 clusters Score -1027436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1027436.812500 Penalty: 3180.760010
	Iteration 83Q: 3 clusters Score -1027437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1027438.437500 Penalty: 3180.760010
	Iteration 84Q: 3 clusters Score -1027438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1027437.250000 Penalty: 3180.760010
	Iteration 85Q: 3 clusters Score -1027437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1027437.062500 Penalty: 3180.760010
	Iteration 86Q: 3 clusters Score -1027437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1027436.250000 Penalty: 3180.760010
	Iteration 87Q: 3 clusters Score -1027436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1027435.937500 Penalty: 3180.760010
	Iteration 88Q: 3 clusters Score -1027436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1027435.500000 Penalty: 3180.760010
	Iteration 89Q: 3 clusters Score -1027436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1027435.375000 Penalty: 3180.760010
	Iteration 90Q: 3 clusters Score -1027435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1027436.250000 Penalty: 3180.760010
	Iteration 91Q: 3 clusters Score -1027436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1027435.437500 Penalty: 3180.760010
	Iteration 92Q: 3 clusters Score -1027435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1027435.000000 Penalty: 3180.760010
	Iteration 93Q: 3 clusters Score -1027435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1027433.625000 Penalty: 3180.760010
	Iteration 94Q: 3 clusters Score -1027434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1027435.250000 Penalty: 3180.760010
	Iteration 95Q: 3 clusters Score -1027435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1027434.562500 Penalty: 3180.760010
	Iteration 96Q: 3 clusters Score -1027435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1027437.375000 Penalty: 3180.760010
	Iteration 97Q: 3 clusters Score -1027437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1027437.625000 Penalty: 3180.760010
	Iteration 98Q: 3 clusters Score -1027438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1027438.312500 Penalty: 3180.760010
	Iteration 99Q: 3 clusters Score -1027438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1027439.250000 Penalty: 3180.760010
	Iteration 100F: 3 clusters Score -1027439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1027439.437500 Penalty: 3180.760010
	Iteration 101Q: 3 clusters Score -1027439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1027439.000000 Penalty: 3180.760010
	Iteration 102Q: 3 clusters Score -1027439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1027440.500000 Penalty: 3180.760010
	Iteration 103Q: 3 clusters Score -1027440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1027439.687500 Penalty: 3180.760010
	Iteration 104Q: 3 clusters Score -1027440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1027439.312500 Penalty: 3180.760010
	Iteration 105Q: 3 clusters Score -1027439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1027439.312500 Penalty: 3180.760010
	Iteration 106F: 3 clusters Score -1027439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Entering Unmasked Estep 
Score: -596183.562500 Penalty: 1507.902466
	Iteration 0F: 2 clusters Score -596183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -588632.000000 Penalty: 3015.804932
	Iteration 0F: 3 clusters Score -588632 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -591159.250000 Penalty: 3015.804932
	Iteration 1F: 3 clusters Score -591159.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -591456.875000 Penalty: 3015.804932
	Iteration 2F: 3 clusters Score -591456.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -591775.562500 Penalty: 3015.804932
	Iteration 3F: 3 clusters Score -591775.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -592125.375000 Penalty: 3015.804932
	Iteration 4F: 3 clusters Score -592125.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -592490.187500 Penalty: 3015.804932
	Iteration 5F: 3 clusters Score -592490.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -592852.687500 Penalty: 3015.804932
	Iteration 6F: 3 clusters Score -592852.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -593199.562500 Penalty: 3015.804932
	Iteration 7Q: 3 clusters Score -593199.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -593580.625000 Penalty: 3015.804932
	Iteration 8Q: 3 clusters Score -593580.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -594076.937500 Penalty: 3015.804932
	Iteration 9Q: 3 clusters Score -594076.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -594569.500000 Penalty: 3015.804932
	Iteration 10Q: 3 clusters Score -594569.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -594870.750000 Penalty: 3015.804932
	Iteration 11Q: 3 clusters Score -594870.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -595019.000000 Penalty: 3015.804932
	Iteration 12Q: 3 clusters Score -595019 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -595109.875000 Penalty: 3015.804932
	Iteration 13Q: 3 clusters Score -595109.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -595159.312500 Penalty: 3015.804932
	Iteration 14Q: 3 clusters Score -595159.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -595196.312500 Penalty: 3015.804932
	Iteration 15Q: 3 clusters Score -595196.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -595217.062500 Penalty: 3015.804932
	Iteration 16Q: 3 clusters Score -595217.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -595234.437500 Penalty: 3015.804932
	Iteration 17Q: 3 clusters Score -595234.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -595244.687500 Penalty: 3015.804932
	Iteration 18Q: 3 clusters Score -595244.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -595254.312500 Penalty: 3015.804932
	Iteration 19Q: 3 clusters Score -595254.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -595262.687500 Penalty: 3015.804932
	Iteration 20F: 3 clusters Score -595262.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -595270.875000 Penalty: 3015.804932
	Iteration 21Q: 3 clusters Score -595270.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -595274.812500 Penalty: 3015.804932
	Iteration 22Q: 3 clusters Score -595274.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -595280.625000 Penalty: 3015.804932
	Iteration 23Q: 3 clusters Score -595280.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -595284.625000 Penalty: 3015.804932
	Iteration 24Q: 3 clusters Score -595284.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -595286.750000 Penalty: 3015.804932
	Iteration 25Q: 3 clusters Score -595286.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -595288.875000 Penalty: 3015.804932
	Iteration 26Q: 3 clusters Score -595288.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -595291.437500 Penalty: 3015.804932
	Iteration 27Q: 3 clusters Score -595291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -595292.187500 Penalty: 3015.804932
	Iteration 28Q: 3 clusters Score -595292.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -595297.750000 Penalty: 3015.804932
	Iteration 29Q: 3 clusters Score -595297.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -595301.625000 Penalty: 3015.804932
	Iteration 30Q: 3 clusters Score -595301.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -595307.000000 Penalty: 3015.804932
	Iteration 31Q: 3 clusters Score -595307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -595314.312500 Penalty: 3015.804932
	Iteration 32Q: 3 clusters Score -595314.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -595321.625000 Penalty: 3015.804932
	Iteration 33Q: 3 clusters Score -595321.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -595325.875000 Penalty: 3015.804932
	Iteration 34Q: 3 clusters Score -595325.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -595330.562500 Penalty: 3015.804932
	Iteration 35Q: 3 clusters Score -595330.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -595333.937500 Penalty: 3015.804932
	Iteration 36Q: 3 clusters Score -595333.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -595337.750000 Penalty: 3015.804932
	Iteration 37Q: 3 clusters Score -595337.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -595340.062500 Penalty: 3015.804932
	Iteration 38Q: 3 clusters Score -595340.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -595343.875000 Penalty: 3015.804932
	Iteration 39Q: 3 clusters Score -595343.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -595344.000000 Penalty: 3015.804932
	Iteration 40F: 3 clusters Score -595344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -595348.937500 Penalty: 3015.804932
	Iteration 41Q: 3 clusters Score -595348.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -595357.500000 Penalty: 3015.804932
	Iteration 42Q: 3 clusters Score -595357.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -595372.875000 Penalty: 3015.804932
	Iteration 43Q: 3 clusters Score -595372.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -595392.687500 Penalty: 3015.804932
	Iteration 44Q: 3 clusters Score -595392.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -595422.250000 Penalty: 3015.804932
	Iteration 45Q: 3 clusters Score -595422.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -595445.875000 Penalty: 3015.804932
	Iteration 46Q: 3 clusters Score -595445.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -595464.437500 Penalty: 3015.804932
	Iteration 47Q: 3 clusters Score -595464.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -595477.562500 Penalty: 3015.804932
	Iteration 48Q: 3 clusters Score -595477.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -595490.000000 Penalty: 3015.804932
	Iteration 49Q: 3 clusters Score -595490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -595501.437500 Penalty: 3015.804932
	Iteration 50Q: 3 clusters Score -595501.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -595513.812500 Penalty: 3015.804932
	Iteration 51Q: 3 clusters Score -595513.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -595518.187500 Penalty: 3015.804932
	Iteration 52Q: 3 clusters Score -595518.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -595524.187500 Penalty: 3015.804932
	Iteration 53Q: 3 clusters Score -595524.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -595531.250000 Penalty: 3015.804932
	Iteration 54Q: 3 clusters Score -595531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -595533.312500 Penalty: 3015.804932
	Iteration 55Q: 3 clusters Score -595533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -595535.375000 Penalty: 3015.804932
	Iteration 56Q: 3 clusters Score -595535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -595533.937500 Penalty: 3015.804932
	Iteration 57Q: 3 clusters Score -595533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -595536.562500 Penalty: 3015.804932
	Iteration 58Q: 3 clusters Score -595536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -595536.562500 Penalty: 3015.804932
	Iteration 59F: 3 clusters Score -595536.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Entering Unmasked Estep 
Score: -2356204.000000 Penalty: 1724.576538
	Iteration 0F: 2 clusters Score -2356204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2328962.750000 Penalty: 3449.153076
	Iteration 0F: 3 clusters Score -2328963 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2339737.500000 Penalty: 3449.153076
	Iteration 1F: 3 clusters Score -2339738 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2340246.500000 Penalty: 3449.153076
	Iteration 2Q: 3 clusters Score -2340246 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2340806.000000 Penalty: 3449.153076
	Iteration 3Q: 3 clusters Score -2340806 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2341536.000000 Penalty: 3449.153076
	Iteration 4Q: 3 clusters Score -2341536 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2342451.250000 Penalty: 3449.153076
	Iteration 5Q: 3 clusters Score -2342451 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2343693.750000 Penalty: 3449.153076
	Iteration 6F: 3 clusters Score -2343694 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2345310.250000 Penalty: 3449.153076
	Iteration 7F: 3 clusters Score -2345310 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2347042.000000 Penalty: 3449.153076
	Iteration 8F: 3 clusters Score -2347042 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2348573.000000 Penalty: 3449.153076
	Iteration 9F: 3 clusters Score -2348573 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2349694.000000 Penalty: 3449.153076
	Iteration 10Q: 3 clusters Score -2349694 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2350380.500000 Penalty: 3449.153076
	Iteration 11Q: 3 clusters Score -2350380 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2350898.000000 Penalty: 3449.153076
	Iteration 12Q: 3 clusters Score -2350898 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2351306.500000 Penalty: 3449.153076
	Iteration 13Q: 3 clusters Score -2351306 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2351714.250000 Penalty: 3449.153076
	Iteration 14Q: 3 clusters Score -2351714 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2352076.000000 Penalty: 3449.153076
	Iteration 15Q: 3 clusters Score -2352076 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2352444.000000 Penalty: 3449.153076
	Iteration 16Q: 3 clusters Score -2352444 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2352886.500000 Penalty: 3449.153076
	Iteration 17Q: 3 clusters Score -2352886 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2353338.750000 Penalty: 3449.153076
	Iteration 18Q: 3 clusters Score -2353339 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2353684.250000 Penalty: 3449.153076
	Iteration 19Q: 3 clusters Score -2353684 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2353973.750000 Penalty: 3449.153076
	Iteration 20F: 3 clusters Score -2353974 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2354201.250000 Penalty: 3449.153076
	Iteration 21Q: 3 clusters Score -2354201 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2354370.500000 Penalty: 3449.153076
	Iteration 22Q: 3 clusters Score -2354370 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2354491.750000 Penalty: 3449.153076
	Iteration 23Q: 3 clusters Score -2354492 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2354578.000000 Penalty: 3449.153076
	Iteration 24Q: 3 clusters Score -2354578 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2354642.750000 Penalty: 3449.153076
	Iteration 25Q: 3 clusters Score -2354643 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2354705.500000 Penalty: 3449.153076
	Iteration 26Q: 3 clusters Score -2354706 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2354747.250000 Penalty: 3449.153076
	Iteration 27Q: 3 clusters Score -2354747 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2354780.750000 Penalty: 3449.153076
	Iteration 28Q: 3 clusters Score -2354781 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2354812.000000 Penalty: 3449.153076
	Iteration 29Q: 3 clusters Score -2354812 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2354827.000000 Penalty: 3449.153076
	Iteration 30Q: 3 clusters Score -2354827 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2354842.250000 Penalty: 3449.153076
	Iteration 31Q: 3 clusters Score -2354842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2354862.500000 Penalty: 3449.153076
	Iteration 32Q: 3 clusters Score -2354862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2354866.500000 Penalty: 3449.153076
	Iteration 33Q: 3 clusters Score -2354866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2354881.000000 Penalty: 3449.153076
	Iteration 34Q: 3 clusters Score -2354881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2354888.000000 Penalty: 3449.153076
	Iteration 35Q: 3 clusters Score -2354888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2354888.000000 Penalty: 3449.153076
	Iteration 36Q: 3 clusters Score -2354888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2354898.750000 Penalty: 3449.153076
	Iteration 37Q: 3 clusters Score -2354899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2354904.750000 Penalty: 3449.153076
	Iteration 38Q: 3 clusters Score -2354905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2354910.750000 Penalty: 3449.153076
	Iteration 39Q: 3 clusters Score -2354911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2354912.750000 Penalty: 3449.153076
	Iteration 40F: 3 clusters Score -2354913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2354916.750000 Penalty: 3449.153076
	Iteration 41Q: 3 clusters Score -2354917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2354922.250000 Penalty: 3449.153076
	Iteration 42Q: 3 clusters Score -2354922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2354929.500000 Penalty: 3449.153076
	Iteration 43Q: 3 clusters Score -2354930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2354931.000000 Penalty: 3449.153076
	Iteration 44Q: 3 clusters Score -2354931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2354929.250000 Penalty: 3449.153076
	Iteration 45Q: 3 clusters Score -2354929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2354938.250000 Penalty: 3449.153076
	Iteration 46Q: 3 clusters Score -2354938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2354943.500000 Penalty: 3449.153076
	Iteration 47Q: 3 clusters Score -2354944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2354945.000000 Penalty: 3449.153076
	Iteration 48Q: 3 clusters Score -2354945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2354947.750000 Penalty: 3449.153076
	Iteration 49Q: 3 clusters Score -2354948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2354949.750000 Penalty: 3449.153076
	Iteration 50Q: 3 clusters Score -2354950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2354947.750000 Penalty: 3449.153076
	Iteration 51Q: 3 clusters Score -2354948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2354960.250000 Penalty: 3449.153076
	Iteration 52Q: 3 clusters Score -2354960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2354959.000000 Penalty: 3449.153076
	Iteration 53Q: 3 clusters Score -2354959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2354959.750000 Penalty: 3449.153076
	Iteration 54Q: 3 clusters Score -2354960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2354957.750000 Penalty: 3449.153076
	Iteration 55Q: 3 clusters Score -2354958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2354959.500000 Penalty: 3449.153076
	Iteration 56Q: 3 clusters Score -2354960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2354960.500000 Penalty: 3449.153076
	Iteration 57Q: 3 clusters Score -2354960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2354960.750000 Penalty: 3449.153076
	Iteration 58Q: 3 clusters Score -2354961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2354961.000000 Penalty: 3449.153076
	Iteration 59Q: 3 clusters Score -2354961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2354966.250000 Penalty: 3449.153076
	Iteration 60F: 3 clusters Score -2354966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2354963.000000 Penalty: 3449.153076
	Iteration 61Q: 3 clusters Score -2354963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2354964.500000 Penalty: 3449.153076
	Iteration 62Q: 3 clusters Score -2354964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2354966.000000 Penalty: 3449.153076
	Iteration 63Q: 3 clusters Score -2354966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2354967.000000 Penalty: 3449.153076
	Iteration 64Q: 3 clusters Score -2354967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2354969.750000 Penalty: 3449.153076
	Iteration 65Q: 3 clusters Score -2354970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2354973.500000 Penalty: 3449.153076
	Iteration 66Q: 3 clusters Score -2354974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2354980.000000 Penalty: 3449.153076
	Iteration 67Q: 3 clusters Score -2354980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2354976.500000 Penalty: 3449.153076
	Iteration 68Q: 3 clusters Score -2354976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2354975.000000 Penalty: 3449.153076
	Iteration 69Q: 3 clusters Score -2354975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2354983.250000 Penalty: 3449.153076
	Iteration 70Q: 3 clusters Score -2354983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2354982.750000 Penalty: 3449.153076
	Iteration 71Q: 3 clusters Score -2354983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2354983.000000 Penalty: 3449.153076
	Iteration 72Q: 3 clusters Score -2354983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2354984.750000 Penalty: 3449.153076
	Iteration 73Q: 3 clusters Score -2354985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2354989.750000 Penalty: 3449.153076
	Iteration 74Q: 3 clusters Score -2354990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2354986.750000 Penalty: 3449.153076
	Iteration 75Q: 3 clusters Score -2354987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2354985.250000 Penalty: 3449.153076
	Iteration 76Q: 3 clusters Score -2354985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2354983.250000 Penalty: 3449.153076
	Iteration 77Q: 3 clusters Score -2354983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2354987.000000 Penalty: 3449.153076
	Iteration 78Q: 3 clusters Score -2354987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2354987.250000 Penalty: 3449.153076
	Iteration 79Q: 3 clusters Score -2354987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2354982.000000 Penalty: 3449.153076
	Iteration 80F: 3 clusters Score -2354982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2354986.000000 Penalty: 3449.153076
	Iteration 81Q: 3 clusters Score -2354986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2354987.750000 Penalty: 3449.153076
	Iteration 82Q: 3 clusters Score -2354988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2354988.750000 Penalty: 3449.153076
	Iteration 83Q: 3 clusters Score -2354989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2354986.500000 Penalty: 3449.153076
	Iteration 84Q: 3 clusters Score -2354986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2354989.000000 Penalty: 3449.153076
	Iteration 85Q: 3 clusters Score -2354989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2354984.250000 Penalty: 3449.153076
	Iteration 86Q: 3 clusters Score -2354984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2354984.250000 Penalty: 3449.153076
	Iteration 87F: 3 clusters Score -2354984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (107017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Entering Unmasked Estep 
Score: -6380782.500000 Penalty: 1881.870728
	Iteration 0F: 2 clusters Score -6380782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -6309195.000000 Penalty: 3763.741455
	Iteration 0F: 3 clusters Score -6309195 nChanged 50908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -6339192.000000 Penalty: 3763.741455
	Iteration 1F: 3 clusters Score -6339192 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -6340410.500000 Penalty: 3763.741455
	Iteration 2Q: 3 clusters Score -6340410 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -6342278.000000 Penalty: 3763.741455
	Iteration 3Q: 3 clusters Score -6342278 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -6345462.000000 Penalty: 3763.741455
	Iteration 4F: 3 clusters Score -6345462 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -6350331.000000 Penalty: 3763.741455
	Iteration 5F: 3 clusters Score -6350331 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -6356512.000000 Penalty: 3763.741455
	Iteration 6F: 3 clusters Score -6356512 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -6362740.500000 Penalty: 3763.741455
	Iteration 7F: 3 clusters Score -6362740 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -6367798.000000 Penalty: 3763.741455
	Iteration 8F: 3 clusters Score -6367798 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -6371554.500000 Penalty: 3763.741455
	Iteration 9Q: 3 clusters Score -6371554 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 100146 members 
Entering Unmasked Estep 
Score: -6374219.000000 Penalty: 3763.741455
	Iteration 10Q: 3 clusters Score -6374219 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 102424 members 
Entering Unmasked Estep 
Score: -6376019.000000 Penalty: 3763.741455
	Iteration 11Q: 3 clusters Score -6376019 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -6377093.500000 Penalty: 3763.741455
	Iteration 12Q: 3 clusters Score -6377094 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 104828 members 
Entering Unmasked Estep 
Score: -6377784.000000 Penalty: 3763.741455
	Iteration 13Q: 3 clusters Score -6377784 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
Score: -6378286.000000 Penalty: 3763.741455
	Iteration 14Q: 3 clusters Score -6378286 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -6378539.500000 Penalty: 3763.741455
	Iteration 15Q: 3 clusters Score -6378540 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -6378727.500000 Penalty: 3763.741455
	Iteration 16Q: 3 clusters Score -6378728 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 106269 members 
Entering Unmasked Estep 
Score: -6378850.500000 Penalty: 3763.741455
	Iteration 17Q: 3 clusters Score -6378850 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -6378924.000000 Penalty: 3763.741455
	Iteration 18Q: 3 clusters Score -6378924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 106439 members 
Entering Unmasked Estep 
Score: -6378980.500000 Penalty: 3763.741455
	Iteration 19Q: 3 clusters Score -6378980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -6379011.000000 Penalty: 3763.741455
	Iteration 20F: 3 clusters Score -6379011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 106506 members 
Entering Unmasked Estep 
Score: -6379047.500000 Penalty: 3763.741455
	Iteration 21Q: 3 clusters Score -6379048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 106530 members 
Entering Unmasked Estep 
Score: -6379042.500000 Penalty: 3763.741455
	Iteration 22Q: 3 clusters Score -6379042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -6379058.500000 Penalty: 3763.741455
	Iteration 23Q: 3 clusters Score -6379058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 106561 members 
Entering Unmasked Estep 
Score: -6379068.500000 Penalty: 3763.741455
	Iteration 24Q: 3 clusters Score -6379068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -6379091.500000 Penalty: 3763.741455
	Iteration 25Q: 3 clusters Score -6379092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
Score: -6379091.500000 Penalty: 3763.741455
	Iteration 26Q: 3 clusters Score -6379092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 106604 members 
Entering Unmasked Estep 
Score: -6379112.000000 Penalty: 3763.741455
	Iteration 27Q: 3 clusters Score -6379112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -6379106.000000 Penalty: 3763.741455
	Iteration 28Q: 3 clusters Score -6379106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -6379114.000000 Penalty: 3763.741455
	Iteration 29Q: 3 clusters Score -6379114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -6379114.000000 Penalty: 3763.741455
	Iteration 30Q: 3 clusters Score -6379114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 106628 members 
Entering Unmasked Estep 
Score: -6379112.500000 Penalty: 3763.741455
	Iteration 31Q: 3 clusters Score -6379112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 106631 members 
Entering Unmasked Estep 
Score: -6379118.000000 Penalty: 3763.741455
	Iteration 32Q: 3 clusters Score -6379118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -6379120.000000 Penalty: 3763.741455
	Iteration 33Q: 3 clusters Score -6379120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 106640 members 
Entering Unmasked Estep 
Score: -6379121.000000 Penalty: 3763.741455
	Iteration 34Q: 3 clusters Score -6379121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 106639 members 
Entering Unmasked Estep 
Score: -6379120.000000 Penalty: 3763.741455
	Iteration 35Q: 3 clusters Score -6379120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 106641 members 
Entering Unmasked Estep 
Score: -6379125.500000 Penalty: 3763.741455
	Iteration 36Q: 3 clusters Score -6379126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -6379125.000000 Penalty: 3763.741455
	Iteration 37Q: 3 clusters Score -6379125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 106652 members 
Entering Unmasked Estep 
Score: -6379135.500000 Penalty: 3763.741455
	Iteration 38Q: 3 clusters Score -6379136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -6379149.500000 Penalty: 3763.741455
	Iteration 39Q: 3 clusters Score -6379150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -6379161.000000 Penalty: 3763.741455
	Iteration 40F: 3 clusters Score -6379161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -6379173.500000 Penalty: 3763.741455
	Iteration 41Q: 3 clusters Score -6379174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 106672 members 
Entering Unmasked Estep 
Score: -6379170.000000 Penalty: 3763.741455
	Iteration 42Q: 3 clusters Score -6379170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 106673 members 
Entering Unmasked Estep 
Score: -6379172.000000 Penalty: 3763.741455
	Iteration 43Q: 3 clusters Score -6379172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 106678 members 
Entering Unmasked Estep 
Score: -6379172.500000 Penalty: 3763.741455
	Iteration 44Q: 3 clusters Score -6379172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 106684 members 
Entering Unmasked Estep 
Score: -6379177.500000 Penalty: 3763.741455
	Iteration 45Q: 3 clusters Score -6379178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 106689 members 
Entering Unmasked Estep 
Score: -6379182.000000 Penalty: 3763.741455
	Iteration 46Q: 3 clusters Score -6379182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 106691 members 
Entering Unmasked Estep 
Score: -6379186.000000 Penalty: 3763.741455
	Iteration 47Q: 3 clusters Score -6379186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -6379185.000000 Penalty: 3763.741455
	Iteration 48Q: 3 clusters Score -6379185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 106694 members 
Entering Unmasked Estep 
Score: -6379186.500000 Penalty: 3763.741455
	Iteration 49Q: 3 clusters Score -6379186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -6379188.500000 Penalty: 3763.741455
	Iteration 50Q: 3 clusters Score -6379188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 106700 members 
Entering Unmasked Estep 
Score: -6379183.000000 Penalty: 3763.741455
	Iteration 51Q: 3 clusters Score -6379183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 106702 members 
Entering Unmasked Estep 
Score: -6379188.500000 Penalty: 3763.741455
	Iteration 52Q: 3 clusters Score -6379188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 106703 members 
Entering Unmasked Estep 
Score: -6379191.500000 Penalty: 3763.741455
	Iteration 53Q: 3 clusters Score -6379192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 106705 members 
Entering Unmasked Estep 
Score: -6379187.500000 Penalty: 3763.741455
	Iteration 54Q: 3 clusters Score -6379188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 106705 members 
Entering Unmasked Estep 
Score: -6379187.500000 Penalty: 3763.741455
	Iteration 55F: 3 clusters Score -6379188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Entering Unmasked Estep 
Score: -158239.953125 Penalty: 1297.696533
	Iteration 0F: 2 clusters Score -158240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -155525.390625 Penalty: 2595.393066
	Iteration 0F: 3 clusters Score -155525.4 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -156187.421875 Penalty: 2595.393066
	Iteration 1F: 3 clusters Score -156187.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -156393.734375 Penalty: 2595.393066
	Iteration 2F: 3 clusters Score -156393.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -156613.281250 Penalty: 2595.393066
	Iteration 3F: 3 clusters Score -156613.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -156855.671875 Penalty: 2595.393066
	Iteration 4F: 3 clusters Score -156855.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -157007.906250 Penalty: 2595.393066
	Iteration 5F: 3 clusters Score -157007.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -157093.031250 Penalty: 2595.393066
	Iteration 6Q: 3 clusters Score -157093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -157142.734375 Penalty: 2595.393066
	Iteration 7Q: 3 clusters Score -157142.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -157172.765625 Penalty: 2595.393066
	Iteration 8Q: 3 clusters Score -157172.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -157194.453125 Penalty: 2595.393066
	Iteration 9Q: 3 clusters Score -157194.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -157209.093750 Penalty: 2595.393066
	Iteration 10Q: 3 clusters Score -157209.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -157215.234375 Penalty: 2595.393066
	Iteration 11Q: 3 clusters Score -157215.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -157218.906250 Penalty: 2595.393066
	Iteration 12Q: 3 clusters Score -157218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -157220.421875 Penalty: 2595.393066
	Iteration 13Q: 3 clusters Score -157220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -157222.031250 Penalty: 2595.393066
	Iteration 14Q: 3 clusters Score -157222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -157223.593750 Penalty: 2595.393066
	Iteration 15Q: 3 clusters Score -157223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -157226.968750 Penalty: 2595.393066
	Iteration 16Q: 3 clusters Score -157227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -157228.546875 Penalty: 2595.393066
	Iteration 17Q: 3 clusters Score -157228.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -157231.609375 Penalty: 2595.393066
	Iteration 18Q: 3 clusters Score -157231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -157235.656250 Penalty: 2595.393066
	Iteration 19Q: 3 clusters Score -157235.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -157238.843750 Penalty: 2595.393066
	Iteration 20F: 3 clusters Score -157238.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -157242.031250 Penalty: 2595.393066
	Iteration 21Q: 3 clusters Score -157242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -157246.875000 Penalty: 2595.393066
	Iteration 22Q: 3 clusters Score -157246.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -157252.437500 Penalty: 2595.393066
	Iteration 23Q: 3 clusters Score -157252.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -157258.156250 Penalty: 2595.393066
	Iteration 24Q: 3 clusters Score -157258.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -157266.265625 Penalty: 2595.393066
	Iteration 25Q: 3 clusters Score -157266.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -157272.812500 Penalty: 2595.393066
	Iteration 26Q: 3 clusters Score -157272.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -157279.250000 Penalty: 2595.393066
	Iteration 27Q: 3 clusters Score -157279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -157285.765625 Penalty: 2595.393066
	Iteration 28Q: 3 clusters Score -157285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -157291.921875 Penalty: 2595.393066
	Iteration 29Q: 3 clusters Score -157291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -157294.734375 Penalty: 2595.393066
	Iteration 30Q: 3 clusters Score -157294.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -157297.656250 Penalty: 2595.393066
	Iteration 31Q: 3 clusters Score -157297.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -157302.046875 Penalty: 2595.393066
	Iteration 32Q: 3 clusters Score -157302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -157306.421875 Penalty: 2595.393066
	Iteration 33Q: 3 clusters Score -157306.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -157311.296875 Penalty: 2595.393066
	Iteration 34Q: 3 clusters Score -157311.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -157314.718750 Penalty: 2595.393066
	Iteration 35Q: 3 clusters Score -157314.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -157319.296875 Penalty: 2595.393066
	Iteration 36Q: 3 clusters Score -157319.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -157323.109375 Penalty: 2595.393066
	Iteration 37Q: 3 clusters Score -157323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -157325.312500 Penalty: 2595.393066
	Iteration 38Q: 3 clusters Score -157325.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -157329.921875 Penalty: 2595.393066
	Iteration 39Q: 3 clusters Score -157329.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -157335.562500 Penalty: 2595.393066
	Iteration 40F: 3 clusters Score -157335.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -157341.281250 Penalty: 2595.393066
	Iteration 41Q: 3 clusters Score -157341.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -157347.312500 Penalty: 2595.393066
	Iteration 42Q: 3 clusters Score -157347.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -157356.343750 Penalty: 2595.393066
	Iteration 43Q: 3 clusters Score -157356.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -157363.593750 Penalty: 2595.393066
	Iteration 44Q: 3 clusters Score -157363.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -157372.640625 Penalty: 2595.393066
	Iteration 45Q: 3 clusters Score -157372.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -157383.312500 Penalty: 2595.393066
	Iteration 46Q: 3 clusters Score -157383.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -157397.250000 Penalty: 2595.393066
	Iteration 47Q: 3 clusters Score -157397.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -157412.562500 Penalty: 2595.393066
	Iteration 48Q: 3 clusters Score -157412.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -157425.000000 Penalty: 2595.393066
	Iteration 49Q: 3 clusters Score -157425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -157436.718750 Penalty: 2595.393066
	Iteration 50Q: 3 clusters Score -157436.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -157448.328125 Penalty: 2595.393066
	Iteration 51Q: 3 clusters Score -157448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -157456.328125 Penalty: 2595.393066
	Iteration 52Q: 3 clusters Score -157456.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -157470.281250 Penalty: 2595.393066
	Iteration 53Q: 3 clusters Score -157470.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -157486.390625 Penalty: 2595.393066
	Iteration 54Q: 3 clusters Score -157486.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157509.140625 Penalty: 2595.393066
	Iteration 55Q: 3 clusters Score -157509.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -157538.421875 Penalty: 2595.393066
	Iteration 56Q: 3 clusters Score -157538.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -157565.375000 Penalty: 2595.393066
	Iteration 57Q: 3 clusters Score -157565.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -157586.812500 Penalty: 2595.393066
	Iteration 58Q: 3 clusters Score -157586.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -157607.937500 Penalty: 2595.393066
	Iteration 59Q: 3 clusters Score -157607.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -157630.578125 Penalty: 2595.393066
	Iteration 60F: 3 clusters Score -157630.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -157641.875000 Penalty: 2595.393066
	Iteration 61Q: 3 clusters Score -157641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -157644.218750 Penalty: 2595.393066
	Iteration 62Q: 3 clusters Score -157644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -157646.703125 Penalty: 2595.393066
	Iteration 63Q: 3 clusters Score -157646.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -157649.406250 Penalty: 2595.393066
	Iteration 64Q: 3 clusters Score -157649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -157651.625000 Penalty: 2595.393066
	Iteration 65Q: 3 clusters Score -157651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -157651.953125 Penalty: 2595.393066
	Iteration 66Q: 3 clusters Score -157652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -157653.296875 Penalty: 2595.393066
	Iteration 67Q: 3 clusters Score -157653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -157654.125000 Penalty: 2595.393066
	Iteration 68Q: 3 clusters Score -157654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -157655.296875 Penalty: 2595.393066
	Iteration 69Q: 3 clusters Score -157655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -157657.187500 Penalty: 2595.393066
	Iteration 70Q: 3 clusters Score -157657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -157658.781250 Penalty: 2595.393066
	Iteration 71Q: 3 clusters Score -157658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -157660.671875 Penalty: 2595.393066
	Iteration 72Q: 3 clusters Score -157660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -157661.531250 Penalty: 2595.393066
	Iteration 73Q: 3 clusters Score -157661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -157661.531250 Penalty: 2595.393066
	Iteration 74F: 3 clusters Score -157661.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Entering Unmasked Estep 
Score: -437693.406250 Penalty: 1454.924561
	Iteration 0F: 2 clusters Score -437693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -432034.343750 Penalty: 2909.849121
	Iteration 0F: 3 clusters Score -432034.3 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -433764.375000 Penalty: 2909.849121
	Iteration 1F: 3 clusters Score -433764.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -434027.781250 Penalty: 2909.849121
	Iteration 2F: 3 clusters Score -434027.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -434237.656250 Penalty: 2909.849121
	Iteration 3F: 3 clusters Score -434237.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -434397.062500 Penalty: 2909.849121
	Iteration 4Q: 3 clusters Score -434397.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -434557.812500 Penalty: 2909.849121
	Iteration 5Q: 3 clusters Score -434557.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -434716.375000 Penalty: 2909.849121
	Iteration 6Q: 3 clusters Score -434716.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -434880.968750 Penalty: 2909.849121
	Iteration 7Q: 3 clusters Score -434881 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -435041.187500 Penalty: 2909.849121
	Iteration 8Q: 3 clusters Score -435041.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -435190.031250 Penalty: 2909.849121
	Iteration 9Q: 3 clusters Score -435190 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -435338.781250 Penalty: 2909.849121
	Iteration 10Q: 3 clusters Score -435338.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -435441.500000 Penalty: 2909.849121
	Iteration 11Q: 3 clusters Score -435441.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -435536.156250 Penalty: 2909.849121
	Iteration 12Q: 3 clusters Score -435536.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -435623.500000 Penalty: 2909.849121
	Iteration 13Q: 3 clusters Score -435623.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -435691.312500 Penalty: 2909.849121
	Iteration 14Q: 3 clusters Score -435691.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -435745.968750 Penalty: 2909.849121
	Iteration 15Q: 3 clusters Score -435746 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -435781.312500 Penalty: 2909.849121
	Iteration 16Q: 3 clusters Score -435781.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -435806.093750 Penalty: 2909.849121
	Iteration 17Q: 3 clusters Score -435806.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -435820.968750 Penalty: 2909.849121
	Iteration 18Q: 3 clusters Score -435821 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -435827.906250 Penalty: 2909.849121
	Iteration 19Q: 3 clusters Score -435827.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -435833.312500 Penalty: 2909.849121
	Iteration 20F: 3 clusters Score -435833.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -435837.718750 Penalty: 2909.849121
	Iteration 21Q: 3 clusters Score -435837.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -435841.250000 Penalty: 2909.849121
	Iteration 22Q: 3 clusters Score -435841.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -435846.437500 Penalty: 2909.849121
	Iteration 23Q: 3 clusters Score -435846.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -435851.093750 Penalty: 2909.849121
	Iteration 24Q: 3 clusters Score -435851.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -435854.937500 Penalty: 2909.849121
	Iteration 25Q: 3 clusters Score -435854.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -435856.187500 Penalty: 2909.849121
	Iteration 26Q: 3 clusters Score -435856.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -435859.406250 Penalty: 2909.849121
	Iteration 27Q: 3 clusters Score -435859.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -435862.500000 Penalty: 2909.849121
	Iteration 28Q: 3 clusters Score -435862.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -435865.687500 Penalty: 2909.849121
	Iteration 29Q: 3 clusters Score -435865.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -435870.031250 Penalty: 2909.849121
	Iteration 30Q: 3 clusters Score -435870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -435873.375000 Penalty: 2909.849121
	Iteration 31Q: 3 clusters Score -435873.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -435877.687500 Penalty: 2909.849121
	Iteration 32Q: 3 clusters Score -435877.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -435881.281250 Penalty: 2909.849121
	Iteration 33Q: 3 clusters Score -435881.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -435885.406250 Penalty: 2909.849121
	Iteration 34Q: 3 clusters Score -435885.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -435888.875000 Penalty: 2909.849121
	Iteration 35Q: 3 clusters Score -435888.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -435894.750000 Penalty: 2909.849121
	Iteration 36Q: 3 clusters Score -435894.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -435899.687500 Penalty: 2909.849121
	Iteration 37Q: 3 clusters Score -435899.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -435904.156250 Penalty: 2909.849121
	Iteration 38Q: 3 clusters Score -435904.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -435912.281250 Penalty: 2909.849121
	Iteration 39Q: 3 clusters Score -435912.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -435919.125000 Penalty: 2909.849121
	Iteration 40F: 3 clusters Score -435919.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -435926.281250 Penalty: 2909.849121
	Iteration 41Q: 3 clusters Score -435926.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -435933.812500 Penalty: 2909.849121
	Iteration 42Q: 3 clusters Score -435933.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -435942.437500 Penalty: 2909.849121
	Iteration 43Q: 3 clusters Score -435942.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -435953.250000 Penalty: 2909.849121
	Iteration 44Q: 3 clusters Score -435953.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -435967.125000 Penalty: 2909.849121
	Iteration 45Q: 3 clusters Score -435967.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -435977.687500 Penalty: 2909.849121
	Iteration 46Q: 3 clusters Score -435977.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -435990.437500 Penalty: 2909.849121
	Iteration 47Q: 3 clusters Score -435990.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -436001.906250 Penalty: 2909.849121
	Iteration 48Q: 3 clusters Score -436001.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -436013.281250 Penalty: 2909.849121
	Iteration 49Q: 3 clusters Score -436013.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -436026.625000 Penalty: 2909.849121
	Iteration 50Q: 3 clusters Score -436026.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -436047.531250 Penalty: 2909.849121
	Iteration 51Q: 3 clusters Score -436047.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -436066.156250 Penalty: 2909.849121
	Iteration 52Q: 3 clusters Score -436066.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -436086.937500 Penalty: 2909.849121
	Iteration 53Q: 3 clusters Score -436086.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -436103.937500 Penalty: 2909.849121
	Iteration 54Q: 3 clusters Score -436103.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -436122.406250 Penalty: 2909.849121
	Iteration 55Q: 3 clusters Score -436122.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -436138.375000 Penalty: 2909.849121
	Iteration 56Q: 3 clusters Score -436138.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -436151.718750 Penalty: 2909.849121
	Iteration 57Q: 3 clusters Score -436151.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -436166.250000 Penalty: 2909.849121
	Iteration 58Q: 3 clusters Score -436166.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -436184.031250 Penalty: 2909.849121
	Iteration 59Q: 3 clusters Score -436184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -436201.562500 Penalty: 2909.849121
	Iteration 60F: 3 clusters Score -436201.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -436219.281250 Penalty: 2909.849121
	Iteration 61Q: 3 clusters Score -436219.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -436243.843750 Penalty: 2909.849121
	Iteration 62Q: 3 clusters Score -436243.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -436266.750000 Penalty: 2909.849121
	Iteration 63Q: 3 clusters Score -436266.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -436292.375000 Penalty: 2909.849121
	Iteration 64Q: 3 clusters Score -436292.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -436320.937500 Penalty: 2909.849121
	Iteration 65Q: 3 clusters Score -436320.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -436350.250000 Penalty: 2909.849121
	Iteration 66Q: 3 clusters Score -436350.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -436375.718750 Penalty: 2909.849121
	Iteration 67Q: 3 clusters Score -436375.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -436393.718750 Penalty: 2909.849121
	Iteration 68Q: 3 clusters Score -436393.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -436415.968750 Penalty: 2909.849121
	Iteration 69Q: 3 clusters Score -436416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -436436.750000 Penalty: 2909.849121
	Iteration 70Q: 3 clusters Score -436436.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -436452.093750 Penalty: 2909.849121
	Iteration 71Q: 3 clusters Score -436452.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -436477.187500 Penalty: 2909.849121
	Iteration 72Q: 3 clusters Score -436477.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -436504.250000 Penalty: 2909.849121
	Iteration 73Q: 3 clusters Score -436504.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -436528.156250 Penalty: 2909.849121
	Iteration 74Q: 3 clusters Score -436528.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -436560.875000 Penalty: 2909.849121
	Iteration 75Q: 3 clusters Score -436560.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -436605.375000 Penalty: 2909.849121
	Iteration 76Q: 3 clusters Score -436605.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -436669.437500 Penalty: 2909.849121
	Iteration 77Q: 3 clusters Score -436669.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -436709.937500 Penalty: 2909.849121
	Iteration 78Q: 3 clusters Score -436709.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -436726.812500 Penalty: 2909.849121
	Iteration 79Q: 3 clusters Score -436726.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -436735.437500 Penalty: 2909.849121
	Iteration 80F: 3 clusters Score -436735.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -436739.156250 Penalty: 2909.849121
	Iteration 81Q: 3 clusters Score -436739.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -436742.281250 Penalty: 2909.849121
	Iteration 82Q: 3 clusters Score -436742.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -436744.718750 Penalty: 2909.849121
	Iteration 83Q: 3 clusters Score -436744.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -436746.000000 Penalty: 2909.849121
	Iteration 84Q: 3 clusters Score -436746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -436747.000000 Penalty: 2909.849121
	Iteration 85Q: 3 clusters Score -436747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -436747.656250 Penalty: 2909.849121
	Iteration 86Q: 3 clusters Score -436747.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -436747.656250 Penalty: 2909.849121
	Iteration 87F: 3 clusters Score -436747.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Entering Unmasked Estep 
Score: -2302125.500000 Penalty: 1720.048828
	Iteration 0F: 2 clusters Score -2302126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2275663.500000 Penalty: 3440.097656
	Iteration 0F: 3 clusters Score -2275664 nChanged 18385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2286081.750000 Penalty: 3440.097656
	Iteration 1F: 3 clusters Score -2286082 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2286605.750000 Penalty: 3440.097656
	Iteration 2Q: 3 clusters Score -2286606 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2287113.500000 Penalty: 3440.097656
	Iteration 3Q: 3 clusters Score -2287114 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2287680.500000 Penalty: 3440.097656
	Iteration 4Q: 3 clusters Score -2287680 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2288295.500000 Penalty: 3440.097656
	Iteration 5Q: 3 clusters Score -2288296 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2289114.250000 Penalty: 3440.097656
	Iteration 6Q: 3 clusters Score -2289114 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2290124.500000 Penalty: 3440.097656
	Iteration 7F: 3 clusters Score -2290124 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -2291306.000000 Penalty: 3440.097656
	Iteration 8F: 3 clusters Score -2291306 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -2292503.000000 Penalty: 3440.097656
	Iteration 9F: 3 clusters Score -2292503 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2293692.750000 Penalty: 3440.097656
	Iteration 10Q: 3 clusters Score -2293693 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -2294861.750000 Penalty: 3440.097656
	Iteration 11Q: 3 clusters Score -2294862 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -2295853.250000 Penalty: 3440.097656
	Iteration 12Q: 3 clusters Score -2295853 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -2296570.500000 Penalty: 3440.097656
	Iteration 13Q: 3 clusters Score -2296570 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -2297139.500000 Penalty: 3440.097656
	Iteration 14Q: 3 clusters Score -2297140 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -2297599.500000 Penalty: 3440.097656
	Iteration 15Q: 3 clusters Score -2297600 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -2298020.000000 Penalty: 3440.097656
	Iteration 16Q: 3 clusters Score -2298020 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -2298430.500000 Penalty: 3440.097656
	Iteration 17Q: 3 clusters Score -2298430 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -2298798.250000 Penalty: 3440.097656
	Iteration 18Q: 3 clusters Score -2298798 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -2299144.500000 Penalty: 3440.097656
	Iteration 19Q: 3 clusters Score -2299144 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -2299452.500000 Penalty: 3440.097656
	Iteration 20F: 3 clusters Score -2299452 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -2299722.750000 Penalty: 3440.097656
	Iteration 21Q: 3 clusters Score -2299723 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -2299973.000000 Penalty: 3440.097656
	Iteration 22Q: 3 clusters Score -2299973 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -2300190.500000 Penalty: 3440.097656
	Iteration 23Q: 3 clusters Score -2300190 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -2300347.250000 Penalty: 3440.097656
	Iteration 24Q: 3 clusters Score -2300347 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -2300469.500000 Penalty: 3440.097656
	Iteration 25Q: 3 clusters Score -2300470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -2300545.750000 Penalty: 3440.097656
	Iteration 26Q: 3 clusters Score -2300546 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -2300613.000000 Penalty: 3440.097656
	Iteration 27Q: 3 clusters Score -2300613 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -2300652.250000 Penalty: 3440.097656
	Iteration 28Q: 3 clusters Score -2300652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -2300681.750000 Penalty: 3440.097656
	Iteration 29Q: 3 clusters Score -2300682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -2300699.750000 Penalty: 3440.097656
	Iteration 30Q: 3 clusters Score -2300700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -2300715.250000 Penalty: 3440.097656
	Iteration 31Q: 3 clusters Score -2300715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -2300736.250000 Penalty: 3440.097656
	Iteration 32Q: 3 clusters Score -2300736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -2300740.750000 Penalty: 3440.097656
	Iteration 33Q: 3 clusters Score -2300741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -2300748.250000 Penalty: 3440.097656
	Iteration 34Q: 3 clusters Score -2300748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -2300756.250000 Penalty: 3440.097656
	Iteration 35Q: 3 clusters Score -2300756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -2300762.000000 Penalty: 3440.097656
	Iteration 36Q: 3 clusters Score -2300762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -2300762.500000 Penalty: 3440.097656
	Iteration 37Q: 3 clusters Score -2300762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -2300768.750000 Penalty: 3440.097656
	Iteration 38Q: 3 clusters Score -2300769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -2300775.000000 Penalty: 3440.097656
	Iteration 39Q: 3 clusters Score -2300775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -2300776.500000 Penalty: 3440.097656
	Iteration 40F: 3 clusters Score -2300776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -2300781.000000 Penalty: 3440.097656
	Iteration 41Q: 3 clusters Score -2300781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -2300782.500000 Penalty: 3440.097656
	Iteration 42Q: 3 clusters Score -2300782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -2300783.500000 Penalty: 3440.097656
	Iteration 43Q: 3 clusters Score -2300784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -2300786.000000 Penalty: 3440.097656
	Iteration 44Q: 3 clusters Score -2300786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -2300788.500000 Penalty: 3440.097656
	Iteration 45Q: 3 clusters Score -2300788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -2300786.750000 Penalty: 3440.097656
	Iteration 46Q: 3 clusters Score -2300787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -2300786.750000 Penalty: 3440.097656
	Iteration 47F: 3 clusters Score -2300787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -305855.031250 Penalty: 1402.256592
	Iteration 0F: 2 clusters Score -305855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -301573.562500 Penalty: 2804.513184
	Iteration 0F: 3 clusters Score -301573.6 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -303021.531250 Penalty: 2804.513184
	Iteration 1F: 3 clusters Score -303021.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -303334.343750 Penalty: 2804.513184
	Iteration 2F: 3 clusters Score -303334.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -303593.218750 Penalty: 2804.513184
	Iteration 3F: 3 clusters Score -303593.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -303863.781250 Penalty: 2804.513184
	Iteration 4F: 3 clusters Score -303863.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -304196.500000 Penalty: 2804.513184
	Iteration 5F: 3 clusters Score -304196.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -304522.937500 Penalty: 2804.513184
	Iteration 6F: 3 clusters Score -304522.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -304792.531250 Penalty: 2804.513184
	Iteration 7Q: 3 clusters Score -304792.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -305001.312500 Penalty: 2804.513184
	Iteration 8Q: 3 clusters Score -305001.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -305149.250000 Penalty: 2804.513184
	Iteration 9Q: 3 clusters Score -305149.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -305224.250000 Penalty: 2804.513184
	Iteration 10Q: 3 clusters Score -305224.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -305264.156250 Penalty: 2804.513184
	Iteration 11Q: 3 clusters Score -305264.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -305287.125000 Penalty: 2804.513184
	Iteration 12Q: 3 clusters Score -305287.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -305301.281250 Penalty: 2804.513184
	Iteration 13Q: 3 clusters Score -305301.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -305311.687500 Penalty: 2804.513184
	Iteration 14Q: 3 clusters Score -305311.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -305321.750000 Penalty: 2804.513184
	Iteration 15Q: 3 clusters Score -305321.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -305327.968750 Penalty: 2804.513184
	Iteration 16Q: 3 clusters Score -305328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -305331.968750 Penalty: 2804.513184
	Iteration 17Q: 3 clusters Score -305332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -305333.812500 Penalty: 2804.513184
	Iteration 18Q: 3 clusters Score -305333.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -305336.031250 Penalty: 2804.513184
	Iteration 19Q: 3 clusters Score -305336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -305336.656250 Penalty: 2804.513184
	Iteration 20F: 3 clusters Score -305336.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -305337.468750 Penalty: 2804.513184
	Iteration 21Q: 3 clusters Score -305337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -305338.218750 Penalty: 2804.513184
	Iteration 22Q: 3 clusters Score -305338.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -305338.531250 Penalty: 2804.513184
	Iteration 23Q: 3 clusters Score -305338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -305339.375000 Penalty: 2804.513184
	Iteration 24Q: 3 clusters Score -305339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -305339.031250 Penalty: 2804.513184
	Iteration 25Q: 3 clusters Score -305339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -305339.031250 Penalty: 2804.513184
	Iteration 26F: 3 clusters Score -305339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Entering Unmasked Estep 
Score: -2221353.750000 Penalty: 1737.585083
	Iteration 0F: 2 clusters Score -2221354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2192014.500000 Penalty: 3475.170166
	Iteration 0F: 3 clusters Score -2192014 nChanged 20487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2203752.000000 Penalty: 3475.170166
	Iteration 1F: 3 clusters Score -2203752 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2204362.750000 Penalty: 3475.170166
	Iteration 2Q: 3 clusters Score -2204363 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2205076.000000 Penalty: 3475.170166
	Iteration 3Q: 3 clusters Score -2205076 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -2206079.500000 Penalty: 3475.170166
	Iteration 4Q: 3 clusters Score -2206080 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -2207360.250000 Penalty: 3475.170166
	Iteration 5F: 3 clusters Score -2207360 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -2208988.500000 Penalty: 3475.170166
	Iteration 6F: 3 clusters Score -2208988 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -2210817.000000 Penalty: 3475.170166
	Iteration 7F: 3 clusters Score -2210817 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -2212779.750000 Penalty: 3475.170166
	Iteration 8F: 3 clusters Score -2212780 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -2214599.250000 Penalty: 3475.170166
	Iteration 9F: 3 clusters Score -2214599 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -2216134.250000 Penalty: 3475.170166
	Iteration 10Q: 3 clusters Score -2216134 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -2217352.250000 Penalty: 3475.170166
	Iteration 11Q: 3 clusters Score -2217352 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -2218330.500000 Penalty: 3475.170166
	Iteration 12Q: 3 clusters Score -2218330 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -2219145.750000 Penalty: 3475.170166
	Iteration 13Q: 3 clusters Score -2219146 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -2219811.750000 Penalty: 3475.170166
	Iteration 14Q: 3 clusters Score -2219812 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -2220232.750000 Penalty: 3475.170166
	Iteration 15Q: 3 clusters Score -2220233 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -2220481.000000 Penalty: 3475.170166
	Iteration 16Q: 3 clusters Score -2220481 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -2220607.250000 Penalty: 3475.170166
	Iteration 17Q: 3 clusters Score -2220607 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -2220680.250000 Penalty: 3475.170166
	Iteration 18Q: 3 clusters Score -2220680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -2220737.250000 Penalty: 3475.170166
	Iteration 19Q: 3 clusters Score -2220737 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -2220772.500000 Penalty: 3475.170166
	Iteration 20F: 3 clusters Score -2220772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -2220794.750000 Penalty: 3475.170166
	Iteration 21Q: 3 clusters Score -2220795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -2220809.500000 Penalty: 3475.170166
	Iteration 22Q: 3 clusters Score -2220810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -2220820.000000 Penalty: 3475.170166
	Iteration 23Q: 3 clusters Score -2220820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -2220830.500000 Penalty: 3475.170166
	Iteration 24Q: 3 clusters Score -2220830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -2220838.000000 Penalty: 3475.170166
	Iteration 25Q: 3 clusters Score -2220838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -2220838.000000 Penalty: 3475.170166
	Iteration 26Q: 3 clusters Score -2220838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -2220846.250000 Penalty: 3475.170166
	Iteration 27Q: 3 clusters Score -2220846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -2220845.750000 Penalty: 3475.170166
	Iteration 28Q: 3 clusters Score -2220846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -2220849.500000 Penalty: 3475.170166
	Iteration 29Q: 3 clusters Score -2220850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -2220851.750000 Penalty: 3475.170166
	Iteration 30Q: 3 clusters Score -2220852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -2220855.250000 Penalty: 3475.170166
	Iteration 31Q: 3 clusters Score -2220855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -2220860.500000 Penalty: 3475.170166
	Iteration 32Q: 3 clusters Score -2220860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -2220864.750000 Penalty: 3475.170166
	Iteration 33Q: 3 clusters Score -2220865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -2220866.250000 Penalty: 3475.170166
	Iteration 34Q: 3 clusters Score -2220866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -2220865.250000 Penalty: 3475.170166
	Iteration 35Q: 3 clusters Score -2220865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -2220867.750000 Penalty: 3475.170166
	Iteration 36Q: 3 clusters Score -2220868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -2220870.000000 Penalty: 3475.170166
	Iteration 37Q: 3 clusters Score -2220870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -2220870.000000 Penalty: 3475.170166
	Iteration 38F: 3 clusters Score -2220870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -94730.414062 Penalty: 1245.074585
	Iteration 0F: 2 clusters Score -94730.41 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 1078 members 
Entering Unmasked Estep 
Score: -92561.312500 Penalty: 2490.149170
	Iteration 0F: 3 clusters Score -92561.31 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -93084.132812 Penalty: 2490.149170
	Iteration 1F: 3 clusters Score -93084.13 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -93217.875000 Penalty: 2490.149170
	Iteration 2F: 3 clusters Score -93217.88 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -93296.382812 Penalty: 2490.149170
	Iteration 3Q: 3 clusters Score -93296.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -93353.437500 Penalty: 2490.149170
	Iteration 4Q: 3 clusters Score -93353.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -93392.054688 Penalty: 2490.149170
	Iteration 5Q: 3 clusters Score -93392.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -93420.734375 Penalty: 2490.149170
	Iteration 6Q: 3 clusters Score -93420.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -93442.007812 Penalty: 2490.149170
	Iteration 7Q: 3 clusters Score -93442.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -93460.695312 Penalty: 2490.149170
	Iteration 8Q: 3 clusters Score -93460.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -93475.742188 Penalty: 2490.149170
	Iteration 9Q: 3 clusters Score -93475.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -93485.734375 Penalty: 2490.149170
	Iteration 10Q: 3 clusters Score -93485.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -93499.054688 Penalty: 2490.149170
	Iteration 11Q: 3 clusters Score -93499.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -93508.398438 Penalty: 2490.149170
	Iteration 12Q: 3 clusters Score -93508.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -93514.804688 Penalty: 2490.149170
	Iteration 13Q: 3 clusters Score -93514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -93521.750000 Penalty: 2490.149170
	Iteration 14Q: 3 clusters Score -93521.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -93526.265625 Penalty: 2490.149170
	Iteration 15Q: 3 clusters Score -93526.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -93529.054688 Penalty: 2490.149170
	Iteration 16Q: 3 clusters Score -93529.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -93532.148438 Penalty: 2490.149170
	Iteration 17Q: 3 clusters Score -93532.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -93534.046875 Penalty: 2490.149170
	Iteration 18Q: 3 clusters Score -93534.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -93535.070312 Penalty: 2490.149170
	Iteration 19Q: 3 clusters Score -93535.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -93537.195312 Penalty: 2490.149170
	Iteration 20F: 3 clusters Score -93537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -93540.039062 Penalty: 2490.149170
	Iteration 21Q: 3 clusters Score -93540.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -93543.789062 Penalty: 2490.149170
	Iteration 22Q: 3 clusters Score -93543.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -93550.820312 Penalty: 2490.149170
	Iteration 23Q: 3 clusters Score -93550.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -93556.539062 Penalty: 2490.149170
	Iteration 24Q: 3 clusters Score -93556.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -93562.398438 Penalty: 2490.149170
	Iteration 25Q: 3 clusters Score -93562.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -93570.031250 Penalty: 2490.149170
	Iteration 26Q: 3 clusters Score -93570.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -93575.937500 Penalty: 2490.149170
	Iteration 27Q: 3 clusters Score -93575.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -93584.773438 Penalty: 2490.149170
	Iteration 28Q: 3 clusters Score -93584.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -93593.765625 Penalty: 2490.149170
	Iteration 29Q: 3 clusters Score -93593.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -93603.429688 Penalty: 2490.149170
	Iteration 30Q: 3 clusters Score -93603.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -93616.453125 Penalty: 2490.149170
	Iteration 31Q: 3 clusters Score -93616.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -93632.070312 Penalty: 2490.149170
	Iteration 32Q: 3 clusters Score -93632.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -93647.375000 Penalty: 2490.149170
	Iteration 33Q: 3 clusters Score -93647.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -93658.312500 Penalty: 2490.149170
	Iteration 34Q: 3 clusters Score -93658.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -93665.703125 Penalty: 2490.149170
	Iteration 35Q: 3 clusters Score -93665.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -93673.554688 Penalty: 2490.149170
	Iteration 36Q: 3 clusters Score -93673.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -93678.484375 Penalty: 2490.149170
	Iteration 37Q: 3 clusters Score -93678.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -93683.757812 Penalty: 2490.149170
	Iteration 38Q: 3 clusters Score -93683.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -93687.898438 Penalty: 2490.149170
	Iteration 39Q: 3 clusters Score -93687.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -93695.148438 Penalty: 2490.149170
	Iteration 40F: 3 clusters Score -93695.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -93705.757812 Penalty: 2490.149170
	Iteration 41Q: 3 clusters Score -93705.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -93714.015625 Penalty: 2490.149170
	Iteration 42Q: 3 clusters Score -93714.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -93723.757812 Penalty: 2490.149170
	Iteration 43Q: 3 clusters Score -93723.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -93737.421875 Penalty: 2490.149170
	Iteration 44Q: 3 clusters Score -93737.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -93752.414062 Penalty: 2490.149170
	Iteration 45Q: 3 clusters Score -93752.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -93768.953125 Penalty: 2490.149170
	Iteration 46Q: 3 clusters Score -93768.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -93783.132812 Penalty: 2490.149170
	Iteration 47Q: 3 clusters Score -93783.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -93792.562500 Penalty: 2490.149170
	Iteration 48Q: 3 clusters Score -93792.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -93798.984375 Penalty: 2490.149170
	Iteration 49Q: 3 clusters Score -93798.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -93802.929688 Penalty: 2490.149170
	Iteration 50Q: 3 clusters Score -93802.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -93807.109375 Penalty: 2490.149170
	Iteration 51Q: 3 clusters Score -93807.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -93812.242188 Penalty: 2490.149170
	Iteration 52Q: 3 clusters Score -93812.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -93820.257812 Penalty: 2490.149170
	Iteration 53Q: 3 clusters Score -93820.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -93827.351562 Penalty: 2490.149170
	Iteration 54Q: 3 clusters Score -93827.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -93837.109375 Penalty: 2490.149170
	Iteration 55Q: 3 clusters Score -93837.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -93842.304688 Penalty: 2490.149170
	Iteration 56Q: 3 clusters Score -93842.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -93846.039062 Penalty: 2490.149170
	Iteration 57Q: 3 clusters Score -93846.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -93847.015625 Penalty: 2490.149170
	Iteration 58Q: 3 clusters Score -93847.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -93847.015625 Penalty: 2490.149170
	Iteration 59F: 3 clusters Score -93847.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Entering Unmasked Estep 
Score: -510033.437500 Penalty: 1477.048340
	Iteration 0F: 2 clusters Score -510033.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -503588.562500 Penalty: 2954.096680
	Iteration 0F: 3 clusters Score -503588.6 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -505796.500000 Penalty: 2954.096680
	Iteration 1F: 3 clusters Score -505796.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -506088.093750 Penalty: 2954.096680
	Iteration 2F: 3 clusters Score -506088.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -506285.687500 Penalty: 2954.096680
	Iteration 3Q: 3 clusters Score -506285.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -506449.656250 Penalty: 2954.096680
	Iteration 4Q: 3 clusters Score -506449.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -506595.562500 Penalty: 2954.096680
	Iteration 5Q: 3 clusters Score -506595.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -506735.375000 Penalty: 2954.096680
	Iteration 6Q: 3 clusters Score -506735.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -506907.750000 Penalty: 2954.096680
	Iteration 7Q: 3 clusters Score -506907.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -507097.531250 Penalty: 2954.096680
	Iteration 8Q: 3 clusters Score -507097.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -507275.812500 Penalty: 2954.096680
	Iteration 9Q: 3 clusters Score -507275.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -507449.937500 Penalty: 2954.096680
	Iteration 10Q: 3 clusters Score -507449.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -507584.843750 Penalty: 2954.096680
	Iteration 11Q: 3 clusters Score -507584.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -507744.531250 Penalty: 2954.096680
	Iteration 12Q: 3 clusters Score -507744.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -507877.968750 Penalty: 2954.096680
	Iteration 13Q: 3 clusters Score -507878 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -508007.437500 Penalty: 2954.096680
	Iteration 14Q: 3 clusters Score -508007.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -508094.656250 Penalty: 2954.096680
	Iteration 15Q: 3 clusters Score -508094.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -508183.312500 Penalty: 2954.096680
	Iteration 16Q: 3 clusters Score -508183.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -508259.187500 Penalty: 2954.096680
	Iteration 17Q: 3 clusters Score -508259.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -508324.625000 Penalty: 2954.096680
	Iteration 18Q: 3 clusters Score -508324.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -508382.843750 Penalty: 2954.096680
	Iteration 19Q: 3 clusters Score -508382.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -508437.343750 Penalty: 2954.096680
	Iteration 20F: 3 clusters Score -508437.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -508492.437500 Penalty: 2954.096680
	Iteration 21Q: 3 clusters Score -508492.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -508536.625000 Penalty: 2954.096680
	Iteration 22Q: 3 clusters Score -508536.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -508577.531250 Penalty: 2954.096680
	Iteration 23Q: 3 clusters Score -508577.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -508614.437500 Penalty: 2954.096680
	Iteration 24Q: 3 clusters Score -508614.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -508655.156250 Penalty: 2954.096680
	Iteration 25Q: 3 clusters Score -508655.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -508690.187500 Penalty: 2954.096680
	Iteration 26Q: 3 clusters Score -508690.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -508724.125000 Penalty: 2954.096680
	Iteration 27Q: 3 clusters Score -508724.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -508759.781250 Penalty: 2954.096680
	Iteration 28Q: 3 clusters Score -508759.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -508803.000000 Penalty: 2954.096680
	Iteration 29Q: 3 clusters Score -508803 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -508850.875000 Penalty: 2954.096680
	Iteration 30Q: 3 clusters Score -508850.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -508908.000000 Penalty: 2954.096680
	Iteration 31Q: 3 clusters Score -508908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -508996.625000 Penalty: 2954.096680
	Iteration 32Q: 3 clusters Score -508996.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -509092.406250 Penalty: 2954.096680
	Iteration 33Q: 3 clusters Score -509092.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -509162.250000 Penalty: 2954.096680
	Iteration 34Q: 3 clusters Score -509162.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -509193.406250 Penalty: 2954.096680
	Iteration 35Q: 3 clusters Score -509193.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -509213.062500 Penalty: 2954.096680
	Iteration 36Q: 3 clusters Score -509213.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -509224.531250 Penalty: 2954.096680
	Iteration 37Q: 3 clusters Score -509224.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -509232.906250 Penalty: 2954.096680
	Iteration 38Q: 3 clusters Score -509232.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -509238.625000 Penalty: 2954.096680
	Iteration 39Q: 3 clusters Score -509238.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -509241.500000 Penalty: 2954.096680
	Iteration 40F: 3 clusters Score -509241.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -509243.625000 Penalty: 2954.096680
	Iteration 41Q: 3 clusters Score -509243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -509247.718750 Penalty: 2954.096680
	Iteration 42Q: 3 clusters Score -509247.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -509248.656250 Penalty: 2954.096680
	Iteration 43Q: 3 clusters Score -509248.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -509250.531250 Penalty: 2954.096680
	Iteration 44Q: 3 clusters Score -509250.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -509251.968750 Penalty: 2954.096680
	Iteration 45Q: 3 clusters Score -509252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -509253.593750 Penalty: 2954.096680
	Iteration 46Q: 3 clusters Score -509253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -509252.906250 Penalty: 2954.096680
	Iteration 47Q: 3 clusters Score -509252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -509253.937500 Penalty: 2954.096680
	Iteration 48Q: 3 clusters Score -509253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -509253.906250 Penalty: 2954.096680
	Iteration 49Q: 3 clusters Score -509253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -509253.906250 Penalty: 2954.096680
	Iteration 50Q: 3 clusters Score -509253.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -509253.906250 Penalty: 2954.096680
	Iteration 51F: 3 clusters Score -509253.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -137983.750000 Penalty: 1299.674927
	Iteration 0F: 2 clusters Score -137983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -135259.593750 Penalty: 2599.349854
	Iteration 0F: 3 clusters Score -135259.6 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -135936.515625 Penalty: 2599.349854
	Iteration 1F: 3 clusters Score -135936.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -136122.906250 Penalty: 2599.349854
	Iteration 2F: 3 clusters Score -136122.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -136252.031250 Penalty: 2599.349854
	Iteration 3F: 3 clusters Score -136252 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -136357.203125 Penalty: 2599.349854
	Iteration 4F: 3 clusters Score -136357.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -136413.546875 Penalty: 2599.349854
	Iteration 5Q: 3 clusters Score -136413.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -136458.859375 Penalty: 2599.349854
	Iteration 6Q: 3 clusters Score -136458.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -136490.328125 Penalty: 2599.349854
	Iteration 7Q: 3 clusters Score -136490.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -136517.218750 Penalty: 2599.349854
	Iteration 8Q: 3 clusters Score -136517.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -136529.656250 Penalty: 2599.349854
	Iteration 9Q: 3 clusters Score -136529.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -136541.765625 Penalty: 2599.349854
	Iteration 10Q: 3 clusters Score -136541.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -136556.359375 Penalty: 2599.349854
	Iteration 11Q: 3 clusters Score -136556.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -136576.000000 Penalty: 2599.349854
	Iteration 12Q: 3 clusters Score -136576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -136585.734375 Penalty: 2599.349854
	Iteration 13Q: 3 clusters Score -136585.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -136594.875000 Penalty: 2599.349854
	Iteration 14Q: 3 clusters Score -136594.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -136606.406250 Penalty: 2599.349854
	Iteration 15Q: 3 clusters Score -136606.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -136615.250000 Penalty: 2599.349854
	Iteration 16Q: 3 clusters Score -136615.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -136624.562500 Penalty: 2599.349854
	Iteration 17Q: 3 clusters Score -136624.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -136632.171875 Penalty: 2599.349854
	Iteration 18Q: 3 clusters Score -136632.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -136639.406250 Penalty: 2599.349854
	Iteration 19Q: 3 clusters Score -136639.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -136647.859375 Penalty: 2599.349854
	Iteration 20F: 3 clusters Score -136647.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -136653.375000 Penalty: 2599.349854
	Iteration 21Q: 3 clusters Score -136653.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -136658.906250 Penalty: 2599.349854
	Iteration 22Q: 3 clusters Score -136658.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -136663.281250 Penalty: 2599.349854
	Iteration 23Q: 3 clusters Score -136663.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -136665.140625 Penalty: 2599.349854
	Iteration 24Q: 3 clusters Score -136665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -136667.406250 Penalty: 2599.349854
	Iteration 25Q: 3 clusters Score -136667.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -136670.187500 Penalty: 2599.349854
	Iteration 26Q: 3 clusters Score -136670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -136672.687500 Penalty: 2599.349854
	Iteration 27Q: 3 clusters Score -136672.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -136676.812500 Penalty: 2599.349854
	Iteration 28Q: 3 clusters Score -136676.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -136685.484375 Penalty: 2599.349854
	Iteration 29Q: 3 clusters Score -136685.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -136697.578125 Penalty: 2599.349854
	Iteration 30Q: 3 clusters Score -136697.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -136708.156250 Penalty: 2599.349854
	Iteration 31Q: 3 clusters Score -136708.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -136721.296875 Penalty: 2599.349854
	Iteration 32Q: 3 clusters Score -136721.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -136727.953125 Penalty: 2599.349854
	Iteration 33Q: 3 clusters Score -136728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -136736.953125 Penalty: 2599.349854
	Iteration 34Q: 3 clusters Score -136737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -136749.921875 Penalty: 2599.349854
	Iteration 35Q: 3 clusters Score -136749.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -136760.140625 Penalty: 2599.349854
	Iteration 36Q: 3 clusters Score -136760.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -136770.015625 Penalty: 2599.349854
	Iteration 37Q: 3 clusters Score -136770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -136778.531250 Penalty: 2599.349854
	Iteration 38Q: 3 clusters Score -136778.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -136791.531250 Penalty: 2599.349854
	Iteration 39Q: 3 clusters Score -136791.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -136801.390625 Penalty: 2599.349854
	Iteration 40F: 3 clusters Score -136801.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -136813.140625 Penalty: 2599.349854
	Iteration 41Q: 3 clusters Score -136813.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -136821.765625 Penalty: 2599.349854
	Iteration 42Q: 3 clusters Score -136821.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -136826.859375 Penalty: 2599.349854
	Iteration 43Q: 3 clusters Score -136826.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -136831.187500 Penalty: 2599.349854
	Iteration 44Q: 3 clusters Score -136831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -136834.203125 Penalty: 2599.349854
	Iteration 45Q: 3 clusters Score -136834.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -136837.421875 Penalty: 2599.349854
	Iteration 46Q: 3 clusters Score -136837.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -136840.265625 Penalty: 2599.349854
	Iteration 47Q: 3 clusters Score -136840.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -136844.343750 Penalty: 2599.349854
	Iteration 48Q: 3 clusters Score -136844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -136846.906250 Penalty: 2599.349854
	Iteration 49Q: 3 clusters Score -136846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -136849.281250 Penalty: 2599.349854
	Iteration 50Q: 3 clusters Score -136849.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -136853.390625 Penalty: 2599.349854
	Iteration 51Q: 3 clusters Score -136853.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -136855.484375 Penalty: 2599.349854
	Iteration 52Q: 3 clusters Score -136855.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -136858.375000 Penalty: 2599.349854
	Iteration 53Q: 3 clusters Score -136858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -136860.781250 Penalty: 2599.349854
	Iteration 54Q: 3 clusters Score -136860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -136862.234375 Penalty: 2599.349854
	Iteration 55Q: 3 clusters Score -136862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -136866.078125 Penalty: 2599.349854
	Iteration 56Q: 3 clusters Score -136866.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -136869.359375 Penalty: 2599.349854
	Iteration 57Q: 3 clusters Score -136869.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -136874.687500 Penalty: 2599.349854
	Iteration 58Q: 3 clusters Score -136874.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -136878.453125 Penalty: 2599.349854
	Iteration 59Q: 3 clusters Score -136878.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -136881.328125 Penalty: 2599.349854
	Iteration 60F: 3 clusters Score -136881.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -136885.593750 Penalty: 2599.349854
	Iteration 61Q: 3 clusters Score -136885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -136887.828125 Penalty: 2599.349854
	Iteration 62Q: 3 clusters Score -136887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -136891.984375 Penalty: 2599.349854
	Iteration 63Q: 3 clusters Score -136892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -136895.750000 Penalty: 2599.349854
	Iteration 64Q: 3 clusters Score -136895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -136898.890625 Penalty: 2599.349854
	Iteration 65Q: 3 clusters Score -136898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -136900.875000 Penalty: 2599.349854
	Iteration 66Q: 3 clusters Score -136900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -136906.390625 Penalty: 2599.349854
	Iteration 67Q: 3 clusters Score -136906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -136909.328125 Penalty: 2599.349854
	Iteration 68Q: 3 clusters Score -136909.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -136912.234375 Penalty: 2599.349854
	Iteration 69Q: 3 clusters Score -136912.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -136917.156250 Penalty: 2599.349854
	Iteration 70Q: 3 clusters Score -136917.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -136922.265625 Penalty: 2599.349854
	Iteration 71Q: 3 clusters Score -136922.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -136929.765625 Penalty: 2599.349854
	Iteration 72Q: 3 clusters Score -136929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -136935.984375 Penalty: 2599.349854
	Iteration 73Q: 3 clusters Score -136936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -136938.656250 Penalty: 2599.349854
	Iteration 74Q: 3 clusters Score -136938.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -136941.546875 Penalty: 2599.349854
	Iteration 75Q: 3 clusters Score -136941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -136942.203125 Penalty: 2599.349854
	Iteration 76Q: 3 clusters Score -136942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -136943.609375 Penalty: 2599.349854
	Iteration 77Q: 3 clusters Score -136943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -136945.234375 Penalty: 2599.349854
	Iteration 78Q: 3 clusters Score -136945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -136945.718750 Penalty: 2599.349854
	Iteration 79Q: 3 clusters Score -136945.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -136945.718750 Penalty: 2599.349854
	Iteration 80F: 3 clusters Score -136945.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -123984.679688 Penalty: 1259.824219
	Iteration 0F: 2 clusters Score -123984.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -121710.632812 Penalty: 2519.648438
	Iteration 0F: 3 clusters Score -121710.6 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -122281.148438 Penalty: 2519.648438
	Iteration 1F: 3 clusters Score -122281.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -122437.601562 Penalty: 2519.648438
	Iteration 2F: 3 clusters Score -122437.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -122559.695312 Penalty: 2519.648438
	Iteration 3F: 3 clusters Score -122559.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -122662.335938 Penalty: 2519.648438
	Iteration 4Q: 3 clusters Score -122662.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -122756.390625 Penalty: 2519.648438
	Iteration 5Q: 3 clusters Score -122756.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -122839.132812 Penalty: 2519.648438
	Iteration 6Q: 3 clusters Score -122839.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -122917.898438 Penalty: 2519.648438
	Iteration 7Q: 3 clusters Score -122917.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -122995.437500 Penalty: 2519.648438
	Iteration 8Q: 3 clusters Score -122995.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -123063.625000 Penalty: 2519.648438
	Iteration 9Q: 3 clusters Score -123063.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -123118.500000 Penalty: 2519.648438
	Iteration 10Q: 3 clusters Score -123118.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -123183.492188 Penalty: 2519.648438
	Iteration 11Q: 3 clusters Score -123183.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -123242.007812 Penalty: 2519.648438
	Iteration 12Q: 3 clusters Score -123242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -123282.679688 Penalty: 2519.648438
	Iteration 13Q: 3 clusters Score -123282.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -123299.882812 Penalty: 2519.648438
	Iteration 14Q: 3 clusters Score -123299.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -123316.625000 Penalty: 2519.648438
	Iteration 15Q: 3 clusters Score -123316.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -123330.601562 Penalty: 2519.648438
	Iteration 16Q: 3 clusters Score -123330.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -123342.335938 Penalty: 2519.648438
	Iteration 17Q: 3 clusters Score -123342.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -123349.859375 Penalty: 2519.648438
	Iteration 18Q: 3 clusters Score -123349.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -123355.945312 Penalty: 2519.648438
	Iteration 19Q: 3 clusters Score -123355.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -123358.789062 Penalty: 2519.648438
	Iteration 20F: 3 clusters Score -123358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -123360.015625 Penalty: 2519.648438
	Iteration 21Q: 3 clusters Score -123360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -123362.906250 Penalty: 2519.648438
	Iteration 22Q: 3 clusters Score -123362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -123365.929688 Penalty: 2519.648438
	Iteration 23Q: 3 clusters Score -123365.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -123369.257812 Penalty: 2519.648438
	Iteration 24Q: 3 clusters Score -123369.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -123376.820312 Penalty: 2519.648438
	Iteration 25Q: 3 clusters Score -123376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -123379.843750 Penalty: 2519.648438
	Iteration 26Q: 3 clusters Score -123379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -123383.500000 Penalty: 2519.648438
	Iteration 27Q: 3 clusters Score -123383.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -123390.039062 Penalty: 2519.648438
	Iteration 28Q: 3 clusters Score -123390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -123398.937500 Penalty: 2519.648438
	Iteration 29Q: 3 clusters Score -123398.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -123409.312500 Penalty: 2519.648438
	Iteration 30Q: 3 clusters Score -123409.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -123428.992188 Penalty: 2519.648438
	Iteration 31Q: 3 clusters Score -123429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -123452.359375 Penalty: 2519.648438
	Iteration 32Q: 3 clusters Score -123452.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -123467.546875 Penalty: 2519.648438
	Iteration 33Q: 3 clusters Score -123467.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -123472.929688 Penalty: 2519.648438
	Iteration 34Q: 3 clusters Score -123472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -123475.476562 Penalty: 2519.648438
	Iteration 35Q: 3 clusters Score -123475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -123475.648438 Penalty: 2519.648438
	Iteration 36Q: 3 clusters Score -123475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -123475.648438 Penalty: 2519.648438
	Iteration 37F: 3 clusters Score -123475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -235142.406250 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -235142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -231788.312500 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -231788.3 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -232655.390625 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -232655.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -232865.031250 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -232865 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -233026.390625 Penalty: 2698.719482
	Iteration 3F: 3 clusters Score -233026.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -233171.406250 Penalty: 2698.719482
	Iteration 4F: 3 clusters Score -233171.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -233307.125000 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -233307.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -233430.890625 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -233430.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -233531.500000 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -233531.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -233642.125000 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -233642.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -233763.796875 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -233763.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -233883.187500 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -233883.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -233978.625000 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -233978.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -234059.703125 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -234059.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -234146.578125 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -234146.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -234234.734375 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -234234.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -234308.203125 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -234308.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -234386.500000 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -234386.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -234432.984375 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -234433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -234453.687500 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -234453.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -234470.312500 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -234470.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -234479.437500 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -234479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -234482.531250 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -234482.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -234487.921875 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -234487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -234491.390625 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -234491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -234494.468750 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -234494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -234496.640625 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -234496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -234498.171875 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -234498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -234498.765625 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -234498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -234501.343750 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -234501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -234504.546875 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -234504.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -234506.546875 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -234506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234506.921875 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -234506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -234507.125000 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -234507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -234507.125000 Penalty: 2698.719482
	Iteration 33F: 3 clusters Score -234507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -179021.406250 Penalty: 1313.038574
	Iteration 0F: 2 clusters Score -179021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -176179.515625 Penalty: 2626.077148
	Iteration 0F: 3 clusters Score -176179.5 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -176966.515625 Penalty: 2626.077148
	Iteration 1F: 3 clusters Score -176966.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -177217.437500 Penalty: 2626.077148
	Iteration 2F: 3 clusters Score -177217.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -177445.234375 Penalty: 2626.077148
	Iteration 3F: 3 clusters Score -177445.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -177640.750000 Penalty: 2626.077148
	Iteration 4F: 3 clusters Score -177640.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -177823.281250 Penalty: 2626.077148
	Iteration 5F: 3 clusters Score -177823.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -178036.875000 Penalty: 2626.077148
	Iteration 6F: 3 clusters Score -178036.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -178207.296875 Penalty: 2626.077148
	Iteration 7F: 3 clusters Score -178207.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -178328.765625 Penalty: 2626.077148
	Iteration 8Q: 3 clusters Score -178328.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -178397.265625 Penalty: 2626.077148
	Iteration 9Q: 3 clusters Score -178397.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -178433.515625 Penalty: 2626.077148
	Iteration 10Q: 3 clusters Score -178433.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -178448.796875 Penalty: 2626.077148
	Iteration 11Q: 3 clusters Score -178448.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -178458.515625 Penalty: 2626.077148
	Iteration 12Q: 3 clusters Score -178458.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -178465.421875 Penalty: 2626.077148
	Iteration 13Q: 3 clusters Score -178465.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -178471.000000 Penalty: 2626.077148
	Iteration 14Q: 3 clusters Score -178471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -178475.218750 Penalty: 2626.077148
	Iteration 15Q: 3 clusters Score -178475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -178478.796875 Penalty: 2626.077148
	Iteration 16Q: 3 clusters Score -178478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -178479.984375 Penalty: 2626.077148
	Iteration 17Q: 3 clusters Score -178480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -178481.140625 Penalty: 2626.077148
	Iteration 18Q: 3 clusters Score -178481.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -178482.765625 Penalty: 2626.077148
	Iteration 19Q: 3 clusters Score -178482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -178485.375000 Penalty: 2626.077148
	Iteration 20F: 3 clusters Score -178485.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -178488.156250 Penalty: 2626.077148
	Iteration 21Q: 3 clusters Score -178488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -178490.906250 Penalty: 2626.077148
	Iteration 22Q: 3 clusters Score -178490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -178492.437500 Penalty: 2626.077148
	Iteration 23Q: 3 clusters Score -178492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -178494.796875 Penalty: 2626.077148
	Iteration 24Q: 3 clusters Score -178494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -178496.703125 Penalty: 2626.077148
	Iteration 25Q: 3 clusters Score -178496.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -178498.156250 Penalty: 2626.077148
	Iteration 26Q: 3 clusters Score -178498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -178500.328125 Penalty: 2626.077148
	Iteration 27Q: 3 clusters Score -178500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -178501.734375 Penalty: 2626.077148
	Iteration 28Q: 3 clusters Score -178501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -178502.906250 Penalty: 2626.077148
	Iteration 29Q: 3 clusters Score -178502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -178504.390625 Penalty: 2626.077148
	Iteration 30Q: 3 clusters Score -178504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -178507.218750 Penalty: 2626.077148
	Iteration 31Q: 3 clusters Score -178507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -178509.609375 Penalty: 2626.077148
	Iteration 32Q: 3 clusters Score -178509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -178511.171875 Penalty: 2626.077148
	Iteration 33Q: 3 clusters Score -178511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -178511.281250 Penalty: 2626.077148
	Iteration 34Q: 3 clusters Score -178511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -178511.281250 Penalty: 2626.077148
	Iteration 35F: 3 clusters Score -178511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Entering Unmasked Estep 
Score: -134740.171875 Penalty: 1302.329590
	Iteration 0F: 2 clusters Score -134740.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -132031.906250 Penalty: 2604.659180
	Iteration 0F: 3 clusters Score -132031.9 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -132728.968750 Penalty: 2604.659180
	Iteration 1F: 3 clusters Score -132729 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -132899.875000 Penalty: 2604.659180
	Iteration 2F: 3 clusters Score -132899.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -133001.656250 Penalty: 2604.659180
	Iteration 3F: 3 clusters Score -133001.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -133060.281250 Penalty: 2604.659180
	Iteration 4Q: 3 clusters Score -133060.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -133116.734375 Penalty: 2604.659180
	Iteration 5Q: 3 clusters Score -133116.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -133165.718750 Penalty: 2604.659180
	Iteration 6Q: 3 clusters Score -133165.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -133212.890625 Penalty: 2604.659180
	Iteration 7Q: 3 clusters Score -133212.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -133256.203125 Penalty: 2604.659180
	Iteration 8Q: 3 clusters Score -133256.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -133288.343750 Penalty: 2604.659180
	Iteration 9Q: 3 clusters Score -133288.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -133322.421875 Penalty: 2604.659180
	Iteration 10Q: 3 clusters Score -133322.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -133346.468750 Penalty: 2604.659180
	Iteration 11Q: 3 clusters Score -133346.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -133376.875000 Penalty: 2604.659180
	Iteration 12Q: 3 clusters Score -133376.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -133397.750000 Penalty: 2604.659180
	Iteration 13Q: 3 clusters Score -133397.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -133408.765625 Penalty: 2604.659180
	Iteration 14Q: 3 clusters Score -133408.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -133418.734375 Penalty: 2604.659180
	Iteration 15Q: 3 clusters Score -133418.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -133431.171875 Penalty: 2604.659180
	Iteration 16Q: 3 clusters Score -133431.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -133445.796875 Penalty: 2604.659180
	Iteration 17Q: 3 clusters Score -133445.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -133456.640625 Penalty: 2604.659180
	Iteration 18Q: 3 clusters Score -133456.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -133469.234375 Penalty: 2604.659180
	Iteration 19Q: 3 clusters Score -133469.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -133489.750000 Penalty: 2604.659180
	Iteration 20F: 3 clusters Score -133489.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -133504.375000 Penalty: 2604.659180
	Iteration 21Q: 3 clusters Score -133504.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -133515.421875 Penalty: 2604.659180
	Iteration 22Q: 3 clusters Score -133515.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -133529.234375 Penalty: 2604.659180
	Iteration 23Q: 3 clusters Score -133529.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -133541.828125 Penalty: 2604.659180
	Iteration 24Q: 3 clusters Score -133541.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -133560.906250 Penalty: 2604.659180
	Iteration 25Q: 3 clusters Score -133560.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -133574.046875 Penalty: 2604.659180
	Iteration 26Q: 3 clusters Score -133574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133582.296875 Penalty: 2604.659180
	Iteration 27Q: 3 clusters Score -133582.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -133586.265625 Penalty: 2604.659180
	Iteration 28Q: 3 clusters Score -133586.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -133589.500000 Penalty: 2604.659180
	Iteration 29Q: 3 clusters Score -133589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133591.218750 Penalty: 2604.659180
	Iteration 30Q: 3 clusters Score -133591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133593.296875 Penalty: 2604.659180
	Iteration 31Q: 3 clusters Score -133593.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -133596.609375 Penalty: 2604.659180
	Iteration 32Q: 3 clusters Score -133596.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -133600.281250 Penalty: 2604.659180
	Iteration 33Q: 3 clusters Score -133600.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133606.562500 Penalty: 2604.659180
	Iteration 34Q: 3 clusters Score -133606.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -133615.046875 Penalty: 2604.659180
	Iteration 35Q: 3 clusters Score -133615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133627.375000 Penalty: 2604.659180
	Iteration 36Q: 3 clusters Score -133627.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133639.515625 Penalty: 2604.659180
	Iteration 37Q: 3 clusters Score -133639.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -133649.562500 Penalty: 2604.659180
	Iteration 38Q: 3 clusters Score -133649.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133660.796875 Penalty: 2604.659180
	Iteration 39Q: 3 clusters Score -133660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133675.625000 Penalty: 2604.659180
	Iteration 40F: 3 clusters Score -133675.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -133693.218750 Penalty: 2604.659180
	Iteration 41Q: 3 clusters Score -133693.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133713.515625 Penalty: 2604.659180
	Iteration 42Q: 3 clusters Score -133713.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133733.250000 Penalty: 2604.659180
	Iteration 43Q: 3 clusters Score -133733.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133753.015625 Penalty: 2604.659180
	Iteration 44Q: 3 clusters Score -133753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133774.687500 Penalty: 2604.659180
	Iteration 45Q: 3 clusters Score -133774.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133793.984375 Penalty: 2604.659180
	Iteration 46Q: 3 clusters Score -133794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -133815.937500 Penalty: 2604.659180
	Iteration 47Q: 3 clusters Score -133815.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133825.859375 Penalty: 2604.659180
	Iteration 48Q: 3 clusters Score -133825.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -133838.156250 Penalty: 2604.659180
	Iteration 49Q: 3 clusters Score -133838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133845.359375 Penalty: 2604.659180
	Iteration 50Q: 3 clusters Score -133845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133850.937500 Penalty: 2604.659180
	Iteration 51Q: 3 clusters Score -133850.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133856.375000 Penalty: 2604.659180
	Iteration 52Q: 3 clusters Score -133856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133863.046875 Penalty: 2604.659180
	Iteration 53Q: 3 clusters Score -133863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133867.343750 Penalty: 2604.659180
	Iteration 54Q: 3 clusters Score -133867.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -133870.796875 Penalty: 2604.659180
	Iteration 55Q: 3 clusters Score -133870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -133872.125000 Penalty: 2604.659180
	Iteration 56Q: 3 clusters Score -133872.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133875.468750 Penalty: 2604.659180
	Iteration 57Q: 3 clusters Score -133875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -133880.656250 Penalty: 2604.659180
	Iteration 58Q: 3 clusters Score -133880.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133888.250000 Penalty: 2604.659180
	Iteration 59Q: 3 clusters Score -133888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133891.875000 Penalty: 2604.659180
	Iteration 60F: 3 clusters Score -133891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133895.421875 Penalty: 2604.659180
	Iteration 61Q: 3 clusters Score -133895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133899.796875 Penalty: 2604.659180
	Iteration 62Q: 3 clusters Score -133899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133903.593750 Penalty: 2604.659180
	Iteration 63Q: 3 clusters Score -133903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -133904.343750 Penalty: 2604.659180
	Iteration 64Q: 3 clusters Score -133904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -133904.343750 Penalty: 2604.659180
	Iteration 65F: 3 clusters Score -133904.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -322071.093750 Penalty: 1404.678955
	Iteration 0F: 2 clusters Score -322071.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -317669.875000 Penalty: 2809.357910
	Iteration 0F: 3 clusters Score -317669.9 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -318913.625000 Penalty: 2809.357910
	Iteration 1F: 3 clusters Score -318913.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -319065.250000 Penalty: 2809.357910
	Iteration 2F: 3 clusters Score -319065.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -319190.031250 Penalty: 2809.357910
	Iteration 3Q: 3 clusters Score -319190 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -319294.187500 Penalty: 2809.357910
	Iteration 4Q: 3 clusters Score -319294.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -319385.468750 Penalty: 2809.357910
	Iteration 5Q: 3 clusters Score -319385.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -319478.031250 Penalty: 2809.357910
	Iteration 6Q: 3 clusters Score -319478 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -319586.468750 Penalty: 2809.357910
	Iteration 7Q: 3 clusters Score -319586.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -319719.312500 Penalty: 2809.357910
	Iteration 8Q: 3 clusters Score -319719.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -319876.187500 Penalty: 2809.357910
	Iteration 9Q: 3 clusters Score -319876.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -320038.531250 Penalty: 2809.357910
	Iteration 10Q: 3 clusters Score -320038.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -320223.906250 Penalty: 2809.357910
	Iteration 11Q: 3 clusters Score -320223.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -320382.656250 Penalty: 2809.357910
	Iteration 12Q: 3 clusters Score -320382.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -320527.531250 Penalty: 2809.357910
	Iteration 13Q: 3 clusters Score -320527.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -320633.937500 Penalty: 2809.357910
	Iteration 14Q: 3 clusters Score -320633.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -320693.281250 Penalty: 2809.357910
	Iteration 15Q: 3 clusters Score -320693.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -320729.125000 Penalty: 2809.357910
	Iteration 16Q: 3 clusters Score -320729.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -320755.468750 Penalty: 2809.357910
	Iteration 17Q: 3 clusters Score -320755.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -320774.687500 Penalty: 2809.357910
	Iteration 18Q: 3 clusters Score -320774.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -320791.093750 Penalty: 2809.357910
	Iteration 19Q: 3 clusters Score -320791.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -320810.656250 Penalty: 2809.357910
	Iteration 20F: 3 clusters Score -320810.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -320820.062500 Penalty: 2809.357910
	Iteration 21Q: 3 clusters Score -320820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -320829.000000 Penalty: 2809.357910
	Iteration 22Q: 3 clusters Score -320829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -320834.375000 Penalty: 2809.357910
	Iteration 23Q: 3 clusters Score -320834.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -320841.406250 Penalty: 2809.357910
	Iteration 24Q: 3 clusters Score -320841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -320845.312500 Penalty: 2809.357910
	Iteration 25Q: 3 clusters Score -320845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -320846.531250 Penalty: 2809.357910
	Iteration 26Q: 3 clusters Score -320846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -320848.718750 Penalty: 2809.357910
	Iteration 27Q: 3 clusters Score -320848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -320850.437500 Penalty: 2809.357910
	Iteration 28Q: 3 clusters Score -320850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -320852.843750 Penalty: 2809.357910
	Iteration 29Q: 3 clusters Score -320852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -320853.875000 Penalty: 2809.357910
	Iteration 30Q: 3 clusters Score -320853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -320855.093750 Penalty: 2809.357910
	Iteration 31Q: 3 clusters Score -320855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -320859.625000 Penalty: 2809.357910
	Iteration 32Q: 3 clusters Score -320859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -320861.500000 Penalty: 2809.357910
	Iteration 33Q: 3 clusters Score -320861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -320862.968750 Penalty: 2809.357910
	Iteration 34Q: 3 clusters Score -320863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -320865.312500 Penalty: 2809.357910
	Iteration 35Q: 3 clusters Score -320865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -320867.531250 Penalty: 2809.357910
	Iteration 36Q: 3 clusters Score -320867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -320870.406250 Penalty: 2809.357910
	Iteration 37Q: 3 clusters Score -320870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -320872.593750 Penalty: 2809.357910
	Iteration 38Q: 3 clusters Score -320872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -320872.625000 Penalty: 2809.357910
	Iteration 39Q: 3 clusters Score -320872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -320874.187500 Penalty: 2809.357910
	Iteration 40F: 3 clusters Score -320874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -320874.843750 Penalty: 2809.357910
	Iteration 41Q: 3 clusters Score -320874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -320874.843750 Penalty: 2809.357910
	Iteration 42F: 3 clusters Score -320874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -162767.796875 Penalty: 1302.866089
	Iteration 0F: 2 clusters Score -162767.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -160069.203125 Penalty: 2605.732178
	Iteration 0F: 3 clusters Score -160069.2 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -160685.921875 Penalty: 2605.732178
	Iteration 1F: 3 clusters Score -160685.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -160826.640625 Penalty: 2605.732178
	Iteration 2F: 3 clusters Score -160826.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -160888.921875 Penalty: 2605.732178
	Iteration 3Q: 3 clusters Score -160888.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -160931.578125 Penalty: 2605.732178
	Iteration 4Q: 3 clusters Score -160931.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -160964.437500 Penalty: 2605.732178
	Iteration 5Q: 3 clusters Score -160964.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -160998.765625 Penalty: 2605.732178
	Iteration 6Q: 3 clusters Score -160998.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -161030.640625 Penalty: 2605.732178
	Iteration 7Q: 3 clusters Score -161030.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -161066.968750 Penalty: 2605.732178
	Iteration 8Q: 3 clusters Score -161067 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -161109.484375 Penalty: 2605.732178
	Iteration 9Q: 3 clusters Score -161109.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -161151.187500 Penalty: 2605.732178
	Iteration 10Q: 3 clusters Score -161151.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -161195.265625 Penalty: 2605.732178
	Iteration 11Q: 3 clusters Score -161195.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -161238.687500 Penalty: 2605.732178
	Iteration 12Q: 3 clusters Score -161238.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -161282.437500 Penalty: 2605.732178
	Iteration 13Q: 3 clusters Score -161282.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -161328.953125 Penalty: 2605.732178
	Iteration 14Q: 3 clusters Score -161329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -161380.203125 Penalty: 2605.732178
	Iteration 15Q: 3 clusters Score -161380.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -161446.750000 Penalty: 2605.732178
	Iteration 16Q: 3 clusters Score -161446.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -161567.031250 Penalty: 2605.732178
	Iteration 17Q: 3 clusters Score -161567 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -161696.953125 Penalty: 2605.732178
	Iteration 18Q: 3 clusters Score -161697 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -161841.968750 Penalty: 2605.732178
	Iteration 19Q: 3 clusters Score -161842 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -162016.093750 Penalty: 2605.732178
	Iteration 20F: 3 clusters Score -162016.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -162176.375000 Penalty: 2605.732178
	Iteration 21Q: 3 clusters Score -162176.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -162294.406250 Penalty: 2605.732178
	Iteration 22Q: 3 clusters Score -162294.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -162364.390625 Penalty: 2605.732178
	Iteration 23Q: 3 clusters Score -162364.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -162388.859375 Penalty: 2605.732178
	Iteration 24Q: 3 clusters Score -162388.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -162402.109375 Penalty: 2605.732178
	Iteration 25Q: 3 clusters Score -162402.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -162416.015625 Penalty: 2605.732178
	Iteration 26Q: 3 clusters Score -162416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -162424.781250 Penalty: 2605.732178
	Iteration 27Q: 3 clusters Score -162424.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -162431.343750 Penalty: 2605.732178
	Iteration 28Q: 3 clusters Score -162431.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -162443.250000 Penalty: 2605.732178
	Iteration 29Q: 3 clusters Score -162443.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -162457.906250 Penalty: 2605.732178
	Iteration 30Q: 3 clusters Score -162457.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -162471.625000 Penalty: 2605.732178
	Iteration 31Q: 3 clusters Score -162471.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -162484.031250 Penalty: 2605.732178
	Iteration 32Q: 3 clusters Score -162484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -162493.968750 Penalty: 2605.732178
	Iteration 33Q: 3 clusters Score -162494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -162500.921875 Penalty: 2605.732178
	Iteration 34Q: 3 clusters Score -162500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -162502.750000 Penalty: 2605.732178
	Iteration 35Q: 3 clusters Score -162502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -162504.437500 Penalty: 2605.732178
	Iteration 36Q: 3 clusters Score -162504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -162504.921875 Penalty: 2605.732178
	Iteration 37Q: 3 clusters Score -162504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -162505.156250 Penalty: 2605.732178
	Iteration 38Q: 3 clusters Score -162505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -162505.500000 Penalty: 2605.732178
	Iteration 39Q: 3 clusters Score -162505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -162505.500000 Penalty: 2605.732178
	Iteration 40F: 3 clusters Score -162505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -75282.867188 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -75282.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -73546.476562 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -73546.48 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -73874.257812 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -73874.26 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -74001.437500 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -74001.44 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -74072.281250 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -74072.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -74130.593750 Penalty: 2363.755127
	Iteration 4Q: 3 clusters Score -74130.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -74178.718750 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -74178.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -74237.750000 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -74237.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -74289.632812 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -74289.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -74330.796875 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -74330.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -74359.429688 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -74359.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -74387.867188 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -74387.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -74414.921875 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -74414.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -74431.453125 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -74431.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -74447.007812 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -74447.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -74460.898438 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -74460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -74471.414062 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -74471.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -74481.664062 Penalty: 2363.755127
	Iteration 16Q: 3 clusters Score -74481.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -74490.585938 Penalty: 2363.755127
	Iteration 17Q: 3 clusters Score -74490.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -74495.882812 Penalty: 2363.755127
	Iteration 18Q: 3 clusters Score -74495.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -74504.804688 Penalty: 2363.755127
	Iteration 19Q: 3 clusters Score -74504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -74509.007812 Penalty: 2363.755127
	Iteration 20F: 3 clusters Score -74509.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -74510.507812 Penalty: 2363.755127
	Iteration 21Q: 3 clusters Score -74510.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -74512.117188 Penalty: 2363.755127
	Iteration 22Q: 3 clusters Score -74512.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -74512.117188 Penalty: 2363.755127
	Iteration 23F: 3 clusters Score -74512.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (139563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139563 members 
Entering Unmasked Estep 
Score: -8196050.500000 Penalty: 1925.019165
	Iteration 0F: 2 clusters Score -8196050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -8102396.000000 Penalty: 3850.038330
	Iteration 0F: 3 clusters Score -8102396 nChanged 67332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -8141704.000000 Penalty: 3850.038330
	Iteration 1F: 3 clusters Score -8141704 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -8142723.500000 Penalty: 3850.038330
	Iteration 2Q: 3 clusters Score -8142724 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -8144183.500000 Penalty: 3850.038330
	Iteration 3Q: 3 clusters Score -8144184 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 81833 members 
Entering Unmasked Estep 
Score: -8146707.000000 Penalty: 3850.038330
	Iteration 4Q: 3 clusters Score -8146707 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -8151101.000000 Penalty: 3850.038330
	Iteration 5F: 3 clusters Score -8151101 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 97131 members 
Entering Unmasked Estep 
Score: -8157787.500000 Penalty: 3850.038330
	Iteration 6F: 3 clusters Score -8157788 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -8166479.500000 Penalty: 3850.038330
	Iteration 7F: 3 clusters Score -8166480 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 117465 members 
Entering Unmasked Estep 
Score: -8175389.000000 Penalty: 3850.038330
	Iteration 8F: 3 clusters Score -8175389 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 125667 members 
Entering Unmasked Estep 
Score: -8182607.000000 Penalty: 3850.038330
	Iteration 9F: 3 clusters Score -8182607 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 131600 members 
Entering Unmasked Estep 
Score: -8187801.500000 Penalty: 3850.038330
	Iteration 10Q: 3 clusters Score -8187802 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 135224 members 
Entering Unmasked Estep 
Score: -8190840.500000 Penalty: 3850.038330
	Iteration 11Q: 3 clusters Score -8190840 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 137318 members 
Entering Unmasked Estep 
Score: -8192636.500000 Penalty: 3850.038330
	Iteration 12Q: 3 clusters Score -8192636 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 138380 members 
Entering Unmasked Estep 
Score: -8193515.500000 Penalty: 3850.038330
	Iteration 13Q: 3 clusters Score -8193516 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 138865 members 
Entering Unmasked Estep 
Score: -8193954.500000 Penalty: 3850.038330
	Iteration 14Q: 3 clusters Score -8193954 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 139076 members 
Entering Unmasked Estep 
Score: -8194103.500000 Penalty: 3850.038330
	Iteration 15Q: 3 clusters Score -8194104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 139166 members 
Entering Unmasked Estep 
Score: -8194205.500000 Penalty: 3850.038330
	Iteration 16Q: 3 clusters Score -8194206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 139210 members 
Entering Unmasked Estep 
Score: -8194243.000000 Penalty: 3850.038330
	Iteration 17Q: 3 clusters Score -8194243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 139238 members 
Entering Unmasked Estep 
Score: -8194276.500000 Penalty: 3850.038330
	Iteration 18Q: 3 clusters Score -8194276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 139249 members 
Entering Unmasked Estep 
Score: -8194291.000000 Penalty: 3850.038330
	Iteration 19Q: 3 clusters Score -8194291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 139267 members 
Entering Unmasked Estep 
Score: -8194320.000000 Penalty: 3850.038330
	Iteration 20F: 3 clusters Score -8194320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 139276 members 
Entering Unmasked Estep 
Score: -8194319.000000 Penalty: 3850.038330
	Iteration 21Q: 3 clusters Score -8194319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 139285 members 
Entering Unmasked Estep 
Score: -8194332.500000 Penalty: 3850.038330
	Iteration 22Q: 3 clusters Score -8194332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 139287 members 
Entering Unmasked Estep 
Score: -8194335.500000 Penalty: 3850.038330
	Iteration 23Q: 3 clusters Score -8194336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 139291 members 
Entering Unmasked Estep 
Score: -8194342.000000 Penalty: 3850.038330
	Iteration 24Q: 3 clusters Score -8194342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 139292 members 
Entering Unmasked Estep 
Score: -8194343.500000 Penalty: 3850.038330
	Iteration 25Q: 3 clusters Score -8194344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 139294 members 
Entering Unmasked Estep 
Score: -8194346.000000 Penalty: 3850.038330
	Iteration 26Q: 3 clusters Score -8194346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 139296 members 
Entering Unmasked Estep 
Score: -8194348.000000 Penalty: 3850.038330
	Iteration 27Q: 3 clusters Score -8194348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 139300 members 
Entering Unmasked Estep 
Score: -8194348.000000 Penalty: 3850.038330
	Iteration 28Q: 3 clusters Score -8194348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 139303 members 
Entering Unmasked Estep 
Score: -8194347.500000 Penalty: 3850.038330
	Iteration 29Q: 3 clusters Score -8194348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 139303 members 
Entering Unmasked Estep 
Score: -8194351.500000 Penalty: 3850.038330
	Iteration 30Q: 3 clusters Score -8194352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 139305 members 
Entering Unmasked Estep 
Score: -8194355.500000 Penalty: 3850.038330
	Iteration 31Q: 3 clusters Score -8194356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 139306 members 
Entering Unmasked Estep 
Score: -8194355.500000 Penalty: 3850.038330
	Iteration 32Q: 3 clusters Score -8194356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 139307 members 
Entering Unmasked Estep 
Score: -8194357.500000 Penalty: 3850.038330
	Iteration 33Q: 3 clusters Score -8194358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 139310 members 
Entering Unmasked Estep 
Score: -8194358.000000 Penalty: 3850.038330
	Iteration 34Q: 3 clusters Score -8194358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 139312 members 
Entering Unmasked Estep 
Score: -8194357.000000 Penalty: 3850.038330
	Iteration 35Q: 3 clusters Score -8194357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 139313 members 
Entering Unmasked Estep 
Score: -8194355.000000 Penalty: 3850.038330
	Iteration 36Q: 3 clusters Score -8194355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 139313 members 
Entering Unmasked Estep 
Score: -8194355.000000 Penalty: 3850.038330
	Iteration 37F: 3 clusters Score -8194355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -63612.421875 Penalty: 1160.323608
	Iteration 0F: 2 clusters Score -63612.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -61959.882812 Penalty: 2320.647217
	Iteration 0F: 3 clusters Score -61959.88 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -62305.750000 Penalty: 2320.647217
	Iteration 1F: 3 clusters Score -62305.75 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -62426.632812 Penalty: 2320.647217
	Iteration 2F: 3 clusters Score -62426.63 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -62515.472656 Penalty: 2320.647217
	Iteration 3F: 3 clusters Score -62515.47 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -62599.320312 Penalty: 2320.647217
	Iteration 4F: 3 clusters Score -62599.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -62651.117188 Penalty: 2320.647217
	Iteration 5Q: 3 clusters Score -62651.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -62688.664062 Penalty: 2320.647217
	Iteration 6Q: 3 clusters Score -62688.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -62726.906250 Penalty: 2320.647217
	Iteration 7Q: 3 clusters Score -62726.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -62761.960938 Penalty: 2320.647217
	Iteration 8Q: 3 clusters Score -62761.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -62794.414062 Penalty: 2320.647217
	Iteration 9Q: 3 clusters Score -62794.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -62830.199219 Penalty: 2320.647217
	Iteration 10Q: 3 clusters Score -62830.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -62868.492188 Penalty: 2320.647217
	Iteration 11Q: 3 clusters Score -62868.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -62929.468750 Penalty: 2320.647217
	Iteration 12Q: 3 clusters Score -62929.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -62994.796875 Penalty: 2320.647217
	Iteration 13Q: 3 clusters Score -62994.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -63047.871094 Penalty: 2320.647217
	Iteration 14Q: 3 clusters Score -63047.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -63088.363281 Penalty: 2320.647217
	Iteration 15Q: 3 clusters Score -63088.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63129.769531 Penalty: 2320.647217
	Iteration 16Q: 3 clusters Score -63129.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -63190.011719 Penalty: 2320.647217
	Iteration 17Q: 3 clusters Score -63190.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -63263.097656 Penalty: 2320.647217
	Iteration 18Q: 3 clusters Score -63263.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -63301.832031 Penalty: 2320.647217
	Iteration 19Q: 3 clusters Score -63301.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -63331.675781 Penalty: 2320.647217
	Iteration 20F: 3 clusters Score -63331.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63350.574219 Penalty: 2320.647217
	Iteration 21Q: 3 clusters Score -63350.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -63361.582031 Penalty: 2320.647217
	Iteration 22Q: 3 clusters Score -63361.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -63370.023438 Penalty: 2320.647217
	Iteration 23Q: 3 clusters Score -63370.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -63399.945312 Penalty: 2320.647217
	Iteration 24Q: 3 clusters Score -63399.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63446.488281 Penalty: 2320.647217
	Iteration 25Q: 3 clusters Score -63446.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -63479.007812 Penalty: 2320.647217
	Iteration 26Q: 3 clusters Score -63479.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -63509.253906 Penalty: 2320.647217
	Iteration 27Q: 3 clusters Score -63509.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63529.156250 Penalty: 2320.647217
	Iteration 28Q: 3 clusters Score -63529.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -63549.949219 Penalty: 2320.647217
	Iteration 29Q: 3 clusters Score -63549.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63570.335938 Penalty: 2320.647217
	Iteration 30Q: 3 clusters Score -63570.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63577.156250 Penalty: 2320.647217
	Iteration 31Q: 3 clusters Score -63577.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63587.843750 Penalty: 2320.647217
	Iteration 32Q: 3 clusters Score -63587.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63589.214844 Penalty: 2320.647217
	Iteration 33Q: 3 clusters Score -63589.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63589.214844 Penalty: 2320.647217
	Iteration 34F: 3 clusters Score -63589.21 nChanged 0
--- Evaluating fit on full set of 1870603 points ---
Entering Unmasked Estep 
Score: -102502568.000000 Penalty: 75097.210938
22->33 Clusters: Score -102502568.000000, best is -102523912.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 623534 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 28422 members 
Mstep: Class 3 contains 28481 members 
Mstep: Class 4 contains 28519 members 
Mstep: Class 5 contains 28243 members 
Mstep: Class 6 contains 28510 members 
Mstep: Class 7 contains 28376 members 
Mstep: Class 8 contains 28302 members 
Mstep: Class 9 contains 28346 members 
Mstep: Class 10 contains 28150 members 
Mstep: Class 11 contains 28081 members 
Mstep: Class 12 contains 28268 members 
Mstep: Class 13 contains 28324 members 
Mstep: Class 14 contains 28234 members 
Mstep: Class 15 contains 28110 members 
Mstep: Class 16 contains 28829 members 
Mstep: Class 17 contains 28028 members 
Mstep: Class 18 contains 28254 members 
Mstep: Class 19 contains 28459 members 
Mstep: Class 20 contains 28387 members 
Mstep: Class 21 contains 28316 members 
Mstep: Class 22 contains 28494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 680.047302 but Gain 2168.265625
Score: -31080088.000000 Penalty: 45533.527344
Iteration 0F: 22 clusters Score -3.108009e+07 nChanged 590565
Entering Unmasked Mstep 
Mstep: Class 0 contains 576 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 35510 members 
Mstep: Class 3 contains 62787 members 
Mstep: Class 4 contains 30854 members 
Mstep: Class 5 contains 32728 members 
Mstep: Class 6 contains 29060 members 
Mstep: Class 7 contains 34816 members 
Mstep: Class 8 contains 17747 members 
Mstep: Class 9 contains 18569 members 
Mstep: Class 10 contains 25300 members 
Mstep: Class 11 contains 39588 members 
Mstep: Class 12 contains 32494 members 
Mstep: Class 13 contains 24122 members 
Mstep: Class 14 contains 20458 members 
Mstep: Class 15 contains 27267 members 
Mstep: Class 16 contains 20477 members 
Mstep: Class 18 contains 26569 members 
Mstep: Class 19 contains 23816 members 
Mstep: Class 20 contains 34210 members 
Mstep: Class 21 contains 19909 members 
Mstep: Class 22 contains 29571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931568.000000 Penalty: 45533.527344
Iteration 1F: 22 clusters Score -3.293157e+07 nChanged 217414
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 33507 members 
Mstep: Class 3 contains 93558 members 
Mstep: Class 4 contains 27804 members 
Mstep: Class 5 contains 33885 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 33382 members 
Mstep: Class 8 contains 11640 members 
Mstep: Class 9 contains 14316 members 
Mstep: Class 10 contains 20372 members 
Mstep: Class 11 contains 51855 members 
Mstep: Class 12 contains 30763 members 
Mstep: Class 13 contains 27846 members 
Mstep: Class 14 contains 17298 members 
Mstep: Class 15 contains 26805 members 
Mstep: Class 16 contains 12551 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 19841 members 
Mstep: Class 20 contains 33934 members 
Mstep: Class 21 contains 19757 members 
Mstep: Class 22 contains 22411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33281444.000000 Penalty: 45533.527344
Iteration 2F: 22 clusters Score -3.328144e+07 nChanged 156591
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 35055 members 
Mstep: Class 3 contains 114330 members 
Mstep: Class 4 contains 23772 members 
Mstep: Class 5 contains 30785 members 
Mstep: Class 6 contains 23410 members 
Mstep: Class 7 contains 29246 members 
Mstep: Class 8 contains 7989 members 
Mstep: Class 9 contains 12378 members 
Mstep: Class 10 contains 17575 members 
Mstep: Class 11 contains 58749 members 
Mstep: Class 12 contains 31860 members 
Mstep: Class 13 contains 27972 members 
Mstep: Class 14 contains 18273 members 
Mstep: Class 15 contains 29150 members 
Mstep: Class 16 contains 8985 members 
Mstep: Class 18 contains 40980 members 
Mstep: Class 19 contains 21314 members 
Mstep: Class 20 contains 34971 members 
Mstep: Class 21 contains 16841 members 
Mstep: Class 22 contains 16605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33476174.000000 Penalty: 45533.527344
Iteration 3F: 22 clusters Score -3.347617e+07 nChanged 123866
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 34167 members 
Mstep: Class 3 contains 128614 members 
Mstep: Class 4 contains 19989 members 
Mstep: Class 5 contains 25846 members 
Mstep: Class 6 contains 23897 members 
Mstep: Class 7 contains 25345 members 
Mstep: Class 8 contains 6240 members 
Mstep: Class 9 contains 9908 members 
Mstep: Class 10 contains 16493 members 
Mstep: Class 11 contains 61982 members 
Mstep: Class 12 contains 33395 members 
Mstep: Class 13 contains 27015 members 
Mstep: Class 14 contains 21510 members 
Mstep: Class 15 contains 33906 members 
Mstep: Class 16 contains 7096 members 
Mstep: Class 18 contains 39957 members 
Mstep: Class 19 contains 24447 members 
Mstep: Class 20 contains 38718 members 
Mstep: Class 21 contains 12809 members 
Mstep: Class 22 contains 13158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33633424.000000 Penalty: 45533.527344
Iteration 4F: 22 clusters Score -3.363342e+07 nChanged 107372
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 31353 members 
Mstep: Class 3 contains 137441 members 
Mstep: Class 4 contains 15878 members 
Mstep: Class 5 contains 20385 members 
Mstep: Class 6 contains 24683 members 
Mstep: Class 7 contains 21855 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 16111 members 
Mstep: Class 11 contains 66791 members 
Mstep: Class 12 contains 32985 members 
Mstep: Class 13 contains 25261 members 
Mstep: Class 14 contains 25511 members 
Mstep: Class 15 contains 40936 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 18 contains 35268 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 43530 members 
Mstep: Class 21 contains 10118 members 
Mstep: Class 22 contains 11074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33767276.000000 Penalty: 45533.527344
Iteration 5F: 22 clusters Score -3.376728e+07 nChanged 91713
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 28153 members 
Mstep: Class 3 contains 140033 members 
Mstep: Class 4 contains 12100 members 
Mstep: Class 5 contains 15149 members 
Mstep: Class 6 contains 24755 members 
Mstep: Class 7 contains 19426 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 75543 members 
Mstep: Class 12 contains 31392 members 
Mstep: Class 13 contains 22993 members 
Mstep: Class 14 contains 29534 members 
Mstep: Class 15 contains 49551 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 18 contains 30496 members 
Mstep: Class 19 contains 28343 members 
Mstep: Class 20 contains 46513 members 
Mstep: Class 21 contains 8428 members 
Mstep: Class 22 contains 9783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33869008.000000 Penalty: 45533.527344
Iteration 6F: 22 clusters Score -3.386901e+07 nChanged 73255
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 25598 members 
Mstep: Class 3 contains 139707 members 
Mstep: Class 4 contains 9204 members 
Mstep: Class 5 contains 11131 members 
Mstep: Class 6 contains 23771 members 
Mstep: Class 7 contains 18032 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 15663 members 
Mstep: Class 11 contains 85429 members 
Mstep: Class 12 contains 31252 members 
Mstep: Class 13 contains 20058 members 
Mstep: Class 14 contains 32620 members 
Mstep: Class 15 contains 58239 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 18 contains 26227 members 
Mstep: Class 19 contains 28867 members 
Mstep: Class 20 contains 47103 members 
Mstep: Class 21 contains 7206 members 
Mstep: Class 22 contains 8976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33937836.000000 Penalty: 45533.527344
Iteration 7F: 22 clusters Score -3.393784e+07 nChanged 56130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 24045 members 
Mstep: Class 3 contains 138633 members 
Mstep: Class 4 contains 7152 members 
Mstep: Class 5 contains 8474 members 
Mstep: Class 6 contains 22106 members 
Mstep: Class 7 contains 17028 members 
Mstep: Class 8 contains 6552 members 
Mstep: Class 9 contains 5237 members 
Mstep: Class 10 contains 14439 members 
Mstep: Class 11 contains 94504 members 
Mstep: Class 12 contains 32272 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 35151 members 
Mstep: Class 15 contains 65831 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 18 contains 22338 members 
Mstep: Class 19 contains 28921 members 
Mstep: Class 20 contains 46467 members 
Mstep: Class 21 contains 6416 members 
Mstep: Class 22 contains 8710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33984948.000000 Penalty: 45533.527344
Iteration 8F: 22 clusters Score -3.398495e+07 nChanged 43936
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 23024 members 
Mstep: Class 3 contains 136926 members 
Mstep: Class 4 contains 5705 members 
Mstep: Class 5 contains 6785 members 
Mstep: Class 6 contains 20123 members 
Mstep: Class 7 contains 16138 members 
Mstep: Class 8 contains 7352 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 12897 members 
Mstep: Class 11 contains 102091 members 
Mstep: Class 12 contains 33509 members 
Mstep: Class 13 contains 13299 members 
Mstep: Class 14 contains 37390 members 
Mstep: Class 15 contains 72351 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 18 contains 19233 members 
Mstep: Class 19 contains 28795 members 
Mstep: Class 20 contains 45680 members 
Mstep: Class 21 contains 6056 members 
Mstep: Class 22 contains 8824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34017996.000000 Penalty: 45533.527344
Iteration 9F: 22 clusters Score -3.4018e+07 nChanged 34980
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 22363 members 
Mstep: Class 3 contains 134743 members 
Mstep: Class 4 contains 4674 members 
Mstep: Class 5 contains 5850 members 
Mstep: Class 6 contains 18135 members 
Mstep: Class 7 contains 15336 members 
Mstep: Class 8 contains 7985 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 108420 members 
Mstep: Class 12 contains 34716 members 
Mstep: Class 13 contains 10262 members 
Mstep: Class 14 contains 39774 members 
Mstep: Class 15 contains 77681 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 18 contains 16646 members 
Mstep: Class 19 contains 28564 members 
Mstep: Class 20 contains 44952 members 
Mstep: Class 21 contains 5864 members 
Mstep: Class 22 contains 9187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34042036.000000 Penalty: 45533.527344
Iteration 10F: 22 clusters Score -3.404204e+07 nChanged 28130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 21883 members 
Mstep: Class 3 contains 132115 members 
Mstep: Class 4 contains 3885 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 16220 members 
Mstep: Class 7 contains 14754 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 113756 members 
Mstep: Class 12 contains 35959 members 
Mstep: Class 13 contains 8126 members 
Mstep: Class 14 contains 42145 members 
Mstep: Class 15 contains 81829 members 
Mstep: Class 16 contains 3170 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 44251 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 9547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34059496.000000 Penalty: 45533.527344
Iteration 11Q: 22 clusters Score -3.40595e+07 nChanged 23273
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 21489 members 
Mstep: Class 3 contains 129194 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5379 members 
Mstep: Class 6 contains 14415 members 
Mstep: Class 7 contains 14299 members 
Mstep: Class 8 contains 8910 members 
Mstep: Class 9 contains 5241 members 
Mstep: Class 10 contains 8222 members 
Mstep: Class 11 contains 118535 members 
Mstep: Class 12 contains 37094 members 
Mstep: Class 13 contains 6817 members 
Mstep: Class 14 contains 44363 members 
Mstep: Class 15 contains 84844 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 18 contains 12416 members 
Mstep: Class 19 contains 27925 members 
Mstep: Class 20 contains 43602 members 
Mstep: Class 21 contains 5560 members 
Mstep: Class 22 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34073144.000000 Penalty: 45533.527344
Iteration 12Q: 22 clusters Score -3.407314e+07 nChanged 18899
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 21109 members 
Mstep: Class 3 contains 126231 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 5541 members 
Mstep: Class 6 contains 12824 members 
Mstep: Class 7 contains 13934 members 
Mstep: Class 8 contains 9308 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 122674 members 
Mstep: Class 12 contains 38189 members 
Mstep: Class 13 contains 6039 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 86957 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 18 contains 10604 members 
Mstep: Class 19 contains 27572 members 
Mstep: Class 20 contains 42945 members 
Mstep: Class 21 contains 5634 members 
Mstep: Class 22 contains 10440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34082204.000000 Penalty: 45533.527344
Iteration 13Q: 22 clusters Score -3.40822e+07 nChanged 15309
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 20762 members 
Mstep: Class 3 contains 123533 members 
Mstep: Class 4 contains 2430 members 
Mstep: Class 5 contains 5835 members 
Mstep: Class 6 contains 11533 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 9705 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 126370 members 
Mstep: Class 12 contains 39174 members 
Mstep: Class 13 contains 5542 members 
Mstep: Class 14 contains 47522 members 
Mstep: Class 15 contains 88403 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 18 contains 9009 members 
Mstep: Class 19 contains 27254 members 
Mstep: Class 20 contains 42316 members 
Mstep: Class 21 contains 5727 members 
Mstep: Class 22 contains 10817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34088764.000000 Penalty: 45533.527344
Iteration 14Q: 22 clusters Score -3.408876e+07 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 20424 members 
Mstep: Class 3 contains 121048 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 6181 members 
Mstep: Class 6 contains 10503 members 
Mstep: Class 7 contains 13450 members 
Mstep: Class 8 contains 10136 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 129596 members 
Mstep: Class 12 contains 40079 members 
Mstep: Class 13 contains 5275 members 
Mstep: Class 14 contains 48558 members 
Mstep: Class 15 contains 89315 members 
Mstep: Class 16 contains 3791 members 
Mstep: Class 18 contains 7612 members 
Mstep: Class 19 contains 27017 members 
Mstep: Class 20 contains 41679 members 
Mstep: Class 21 contains 5841 members 
Mstep: Class 22 contains 11114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34093760.000000 Penalty: 45533.527344
Iteration 15Q: 22 clusters Score -3.409376e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 20055 members 
Mstep: Class 3 contains 118843 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 9660 members 
Mstep: Class 7 contains 13288 members 
Mstep: Class 8 contains 10597 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 5786 members 
Mstep: Class 11 contains 132391 members 
Mstep: Class 12 contains 40926 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 49400 members 
Mstep: Class 15 contains 89969 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 19 contains 26830 members 
Mstep: Class 20 contains 41070 members 
Mstep: Class 21 contains 5914 members 
Mstep: Class 22 contains 11356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34097660.000000 Penalty: 45533.527344
Iteration 16Q: 22 clusters Score -3.409766e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 19654 members 
Mstep: Class 3 contains 116918 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 13105 members 
Mstep: Class 8 contains 11122 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 134784 members 
Mstep: Class 12 contains 41669 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 50025 members 
Mstep: Class 15 contains 90436 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 18 contains 5416 members 
Mstep: Class 19 contains 26690 members 
Mstep: Class 20 contains 40474 members 
Mstep: Class 21 contains 5941 members 
Mstep: Class 22 contains 11527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34100576.000000 Penalty: 45533.527344
Iteration 17Q: 22 clusters Score -3.410058e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 19179 members 
Mstep: Class 3 contains 115323 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 8531 members 
Mstep: Class 7 contains 12959 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 5277 members 
Mstep: Class 11 contains 136741 members 
Mstep: Class 12 contains 42512 members 
Mstep: Class 13 contains 4851 members 
Mstep: Class 14 contains 50494 members 
Mstep: Class 15 contains 90804 members 
Mstep: Class 16 contains 4383 members 
Mstep: Class 18 contains 4549 members 
Mstep: Class 19 contains 26571 members 
Mstep: Class 20 contains 39908 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 11633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34103620.000000 Penalty: 45533.527344
Iteration 18Q: 22 clusters Score -3.410362e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 18577 members 
Mstep: Class 3 contains 113939 members 
Mstep: Class 4 contains 1490 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 12851 members 
Mstep: Class 8 contains 12347 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 138385 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 50870 members 
Mstep: Class 15 contains 91121 members 
Mstep: Class 16 contains 4561 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 26498 members 
Mstep: Class 20 contains 39440 members 
Mstep: Class 21 contains 5903 members 
Mstep: Class 22 contains 11675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34105304.000000 Penalty: 45533.527344
Iteration 19Q: 22 clusters Score -3.41053e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 17937 members 
Mstep: Class 3 contains 112778 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 7754 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 12958 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 139800 members 
Mstep: Class 12 contains 43919 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 51129 members 
Mstep: Class 15 contains 91317 members 
Mstep: Class 16 contains 4779 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 26432 members 
Mstep: Class 20 contains 39066 members 
Mstep: Class 21 contains 5878 members 
Mstep: Class 22 contains 11693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34107220.000000 Penalty: 45533.527344
Iteration 20F: 22 clusters Score -3.410722e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 17118 members 
Mstep: Class 3 contains 111819 members 
Mstep: Class 4 contains 1322 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 7458 members 
Mstep: Class 7 contains 12788 members 
Mstep: Class 8 contains 13680 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 140990 members 
Mstep: Class 12 contains 44464 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 51342 members 
Mstep: Class 15 contains 91492 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 18 contains 2695 members 
Mstep: Class 19 contains 26348 members 
Mstep: Class 20 contains 38714 members 
Mstep: Class 21 contains 5809 members 
Mstep: Class 22 contains 11697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2153.699463 but Gain 2168.261719
Score: -34108736.000000 Penalty: 43365.265625
Iteration 21Q: 21 clusters Score -3.410874e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 16337 members 
Mstep: Class 3 contains 111086 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 7 contains 12722 members 
Mstep: Class 8 contains 14368 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 142013 members 
Mstep: Class 12 contains 45354 members 
Mstep: Class 13 contains 4591 members 
Mstep: Class 14 contains 51626 members 
Mstep: Class 15 contains 91771 members 
Mstep: Class 16 contains 5362 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 26408 members 
Mstep: Class 20 contains 38420 members 
Mstep: Class 21 contains 5777 members 
Mstep: Class 22 contains 11921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2129.409424 but Gain 2168.261719
Score: -34112048.000000 Penalty: 41197.003906
Iteration 22Q: 20 clusters Score -3.411205e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 15502 members 
Mstep: Class 3 contains 110539 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 6991 members 
Mstep: Class 7 contains 12638 members 
Mstep: Class 8 contains 14980 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 4727 members 
Mstep: Class 11 contains 144287 members 
Mstep: Class 12 contains 46001 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 51698 members 
Mstep: Class 15 contains 91912 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 19 contains 26304 members 
Mstep: Class 20 contains 38189 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 11961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115944.000000 Penalty: 41197.003906
Iteration 23Q: 20 clusters Score -3.411594e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 14759 members 
Mstep: Class 3 contains 109906 members 
Mstep: Class 5 contains 8462 members 
Mstep: Class 6 contains 6821 members 
Mstep: Class 7 contains 12558 members 
Mstep: Class 8 contains 15445 members 
Mstep: Class 9 contains 5512 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 144864 members 
Mstep: Class 12 contains 46500 members 
Mstep: Class 13 contains 4479 members 
Mstep: Class 14 contains 51685 members 
Mstep: Class 15 contains 91974 members 
Mstep: Class 16 contains 6009 members 
Mstep: Class 19 contains 26225 members 
Mstep: Class 20 contains 38006 members 
Mstep: Class 21 contains 5607 members 
Mstep: Class 22 contains 11955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117260.000000 Penalty: 41197.003906
Iteration 24Q: 20 clusters Score -3.411726e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 14065 members 
Mstep: Class 3 contains 109360 members 
Mstep: Class 5 contains 8655 members 
Mstep: Class 6 contains 6633 members 
Mstep: Class 7 contains 12501 members 
Mstep: Class 8 contains 15830 members 
Mstep: Class 9 contains 5520 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 145283 members 
Mstep: Class 12 contains 46951 members 
Mstep: Class 13 contains 4430 members 
Mstep: Class 14 contains 51657 members 
Mstep: Class 15 contains 92078 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 19 contains 26126 members 
Mstep: Class 20 contains 37864 members 
Mstep: Class 21 contains 5563 members 
Mstep: Class 22 contains 11941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34118052.000000 Penalty: 41197.003906
Iteration 25Q: 20 clusters Score -3.411805e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 13452 members 
Mstep: Class 3 contains 108960 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6474 members 
Mstep: Class 7 contains 12405 members 
Mstep: Class 8 contains 16129 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 145524 members 
Mstep: Class 12 contains 47379 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 51677 members 
Mstep: Class 15 contains 92180 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 19 contains 26069 members 
Mstep: Class 20 contains 37714 members 
Mstep: Class 21 contains 5502 members 
Mstep: Class 22 contains 11928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34119032.000000 Penalty: 41197.003906
Iteration 26Q: 20 clusters Score -3.411903e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 12895 members 
Mstep: Class 3 contains 108649 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 12371 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 5538 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 145665 members 
Mstep: Class 12 contains 47736 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 14 contains 51641 members 
Mstep: Class 15 contains 92310 members 
Mstep: Class 16 contains 7051 members 
Mstep: Class 19 contains 26024 members 
Mstep: Class 20 contains 37598 members 
Mstep: Class 21 contains 5468 members 
Mstep: Class 22 contains 11895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34119780.000000 Penalty: 41197.003906
Iteration 27Q: 20 clusters Score -3.411978e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 12440 members 
Mstep: Class 3 contains 108378 members 
Mstep: Class 5 contains 9262 members 
Mstep: Class 6 contains 6206 members 
Mstep: Class 7 contains 12383 members 
Mstep: Class 8 contains 16591 members 
Mstep: Class 9 contains 5544 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 145761 members 
Mstep: Class 12 contains 48027 members 
Mstep: Class 13 contains 4198 members 
Mstep: Class 14 contains 51578 members 
Mstep: Class 15 contains 92427 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 19 contains 26002 members 
Mstep: Class 20 contains 37503 members 
Mstep: Class 21 contains 5434 members 
Mstep: Class 22 contains 11835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34120408.000000 Penalty: 41197.003906
Iteration 28Q: 20 clusters Score -3.412041e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 12065 members 
Mstep: Class 3 contains 108134 members 
Mstep: Class 5 contains 9490 members 
Mstep: Class 6 contains 6106 members 
Mstep: Class 7 contains 12402 members 
Mstep: Class 8 contains 16801 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 145810 members 
Mstep: Class 12 contains 48210 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 51516 members 
Mstep: Class 15 contains 92534 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 19 contains 25982 members 
Mstep: Class 20 contains 37434 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 11800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121032.000000 Penalty: 41197.003906
Iteration 29Q: 20 clusters Score -3.412103e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 107941 members 
Mstep: Class 5 contains 9685 members 
Mstep: Class 6 contains 6011 members 
Mstep: Class 7 contains 12422 members 
Mstep: Class 8 contains 16975 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 145851 members 
Mstep: Class 12 contains 48320 members 
Mstep: Class 13 contains 4087 members 
Mstep: Class 14 contains 51437 members 
Mstep: Class 15 contains 92633 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 19 contains 25970 members 
Mstep: Class 20 contains 37376 members 
Mstep: Class 21 contains 5343 members 
Mstep: Class 22 contains 11762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34121480.000000 Penalty: 41197.003906
Iteration 30Q: 20 clusters Score -3.412148e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 11582 members 
Mstep: Class 3 contains 107788 members 
Mstep: Class 5 contains 9836 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 17130 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 4306 members 
Mstep: Class 11 contains 145882 members 
Mstep: Class 12 contains 48380 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 14 contains 51389 members 
Mstep: Class 15 contains 92724 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 19 contains 25960 members 
Mstep: Class 20 contains 37320 members 
Mstep: Class 21 contains 5316 members 
Mstep: Class 22 contains 11703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34122060.000000 Penalty: 41197.003906
Iteration 31Q: 20 clusters Score -3.412206e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 11421 members 
Mstep: Class 3 contains 107669 members 
Mstep: Class 5 contains 9986 members 
Mstep: Class 6 contains 5876 members 
Mstep: Class 7 contains 12481 members 
Mstep: Class 8 contains 17296 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 145891 members 
Mstep: Class 12 contains 48411 members 
Mstep: Class 13 contains 4047 members 
Mstep: Class 14 contains 51342 members 
Mstep: Class 15 contains 92781 members 
Mstep: Class 16 contains 7935 members 
Mstep: Class 19 contains 25942 members 
Mstep: Class 20 contains 37253 members 
Mstep: Class 21 contains 5288 members 
Mstep: Class 22 contains 11678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34122620.000000 Penalty: 41197.003906
Iteration 32Q: 20 clusters Score -3.412262e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 107559 members 
Mstep: Class 5 contains 10134 members 
Mstep: Class 6 contains 5808 members 
Mstep: Class 7 contains 12495 members 
Mstep: Class 8 contains 17448 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 145898 members 
Mstep: Class 12 contains 48380 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 51299 members 
Mstep: Class 15 contains 92831 members 
Mstep: Class 16 contains 7985 members 
Mstep: Class 19 contains 25933 members 
Mstep: Class 20 contains 37191 members 
Mstep: Class 21 contains 5290 members 
Mstep: Class 22 contains 11652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34122968.000000 Penalty: 41197.003906
Iteration 33Q: 20 clusters Score -3.412297e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 11235 members 
Mstep: Class 3 contains 107450 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 5741 members 
Mstep: Class 7 contains 12506 members 
Mstep: Class 8 contains 17579 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 145907 members 
Mstep: Class 12 contains 48336 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 51270 members 
Mstep: Class 15 contains 92898 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 19 contains 25928 members 
Mstep: Class 20 contains 37138 members 
Mstep: Class 21 contains 5288 members 
Mstep: Class 22 contains 11610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123184.000000 Penalty: 41197.003906
Iteration 34Q: 20 clusters Score -3.412318e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 11178 members 
Mstep: Class 3 contains 107354 members 
Mstep: Class 5 contains 10371 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 12521 members 
Mstep: Class 8 contains 17702 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 145912 members 
Mstep: Class 12 contains 48316 members 
Mstep: Class 13 contains 4048 members 
Mstep: Class 14 contains 51247 members 
Mstep: Class 15 contains 92957 members 
Mstep: Class 16 contains 8077 members 
Mstep: Class 19 contains 25909 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 5274 members 
Mstep: Class 22 contains 11581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123400.000000 Penalty: 41197.003906
Iteration 35Q: 20 clusters Score -3.41234e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 11113 members 
Mstep: Class 3 contains 107274 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 5629 members 
Mstep: Class 7 contains 12541 members 
Mstep: Class 8 contains 17791 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 4207 members 
Mstep: Class 11 contains 145926 members 
Mstep: Class 12 contains 48301 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 51229 members 
Mstep: Class 15 contains 93034 members 
Mstep: Class 16 contains 8105 members 
Mstep: Class 19 contains 25899 members 
Mstep: Class 20 contains 37045 members 
Mstep: Class 21 contains 5266 members 
Mstep: Class 22 contains 11562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123568.000000 Penalty: 41197.003906
Iteration 36Q: 20 clusters Score -3.412357e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 107198 members 
Mstep: Class 5 contains 10592 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 12575 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 145933 members 
Mstep: Class 12 contains 48259 members 
Mstep: Class 13 contains 3995 members 
Mstep: Class 14 contains 51214 members 
Mstep: Class 15 contains 93093 members 
Mstep: Class 16 contains 8125 members 
Mstep: Class 19 contains 25894 members 
Mstep: Class 20 contains 37007 members 
Mstep: Class 21 contains 5262 members 
Mstep: Class 22 contains 11538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123740.000000 Penalty: 41197.003906
Iteration 37Q: 20 clusters Score -3.412374e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11004 members 
Mstep: Class 3 contains 107134 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 5554 members 
Mstep: Class 7 contains 12602 members 
Mstep: Class 8 contains 17941 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 4181 members 
Mstep: Class 11 contains 145937 members 
Mstep: Class 12 contains 48216 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 51188 members 
Mstep: Class 15 contains 93165 members 
Mstep: Class 16 contains 8129 members 
Mstep: Class 19 contains 25897 members 
Mstep: Class 20 contains 36967 members 
Mstep: Class 21 contains 5258 members 
Mstep: Class 22 contains 11505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34123880.000000 Penalty: 41197.003906
Iteration 38Q: 20 clusters Score -3.412388e+07 nChanged 888
Entering ConstructFrom: 
Score: -34123880.000000 Penalty: 41197.003906
Entering ConstructFrom: 
Trying to split cluster 1 (18655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Entering Unmasked Estep 
Score: -1020899.750000 Penalty: 1598.003906
	Iteration 0F: 2 clusters Score -1020900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1008229.750000 Penalty: 3196.007812
	Iteration 0F: 3 clusters Score -1008230 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1012851.250000 Penalty: 3196.007812
	Iteration 1F: 3 clusters Score -1012851 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1013467.937500 Penalty: 3196.007812
	Iteration 2F: 3 clusters Score -1013468 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1014306.375000 Penalty: 3196.007812
	Iteration 3F: 3 clusters Score -1014306 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1015434.125000 Penalty: 3196.007812
	Iteration 4F: 3 clusters Score -1015434 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1016573.187500 Penalty: 3196.007812
	Iteration 5F: 3 clusters Score -1016573 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1017693.437500 Penalty: 3196.007812
	Iteration 6F: 3 clusters Score -1017693 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1018667.937500 Penalty: 3196.007812
	Iteration 7F: 3 clusters Score -1018668 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1019414.312500 Penalty: 3196.007812
	Iteration 8F: 3 clusters Score -1019414 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1019990.750000 Penalty: 3196.007812
	Iteration 9Q: 3 clusters Score -1019991 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1020501.562500 Penalty: 3196.007812
	Iteration 10Q: 3 clusters Score -1020502 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1020857.500000 Penalty: 3196.007812
	Iteration 11Q: 3 clusters Score -1020858 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1021077.875000 Penalty: 3196.007812
	Iteration 12Q: 3 clusters Score -1021078 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1021237.000000 Penalty: 3196.007812
	Iteration 13Q: 3 clusters Score -1021237 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1021321.937500 Penalty: 3196.007812
	Iteration 14Q: 3 clusters Score -1021322 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1021367.562500 Penalty: 3196.007812
	Iteration 15Q: 3 clusters Score -1021368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1021386.312500 Penalty: 3196.007812
	Iteration 16Q: 3 clusters Score -1021386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1021399.625000 Penalty: 3196.007812
	Iteration 17Q: 3 clusters Score -1021400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1021406.125000 Penalty: 3196.007812
	Iteration 18Q: 3 clusters Score -1021406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1021412.250000 Penalty: 3196.007812
	Iteration 19Q: 3 clusters Score -1021412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1021414.500000 Penalty: 3196.007812
	Iteration 20F: 3 clusters Score -1021414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1021422.750000 Penalty: 3196.007812
	Iteration 21Q: 3 clusters Score -1021423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1021422.437500 Penalty: 3196.007812
	Iteration 22Q: 3 clusters Score -1021422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1021425.000000 Penalty: 3196.007812
	Iteration 23Q: 3 clusters Score -1021425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1021427.250000 Penalty: 3196.007812
	Iteration 24Q: 3 clusters Score -1021427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1021427.250000 Penalty: 3196.007812
	Iteration 25Q: 3 clusters Score -1021427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1021429.687500 Penalty: 3196.007812
	Iteration 26Q: 3 clusters Score -1021430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1021427.437500 Penalty: 3196.007812
	Iteration 27Q: 3 clusters Score -1021427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1021428.375000 Penalty: 3196.007812
	Iteration 28Q: 3 clusters Score -1021428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1021429.187500 Penalty: 3196.007812
	Iteration 29Q: 3 clusters Score -1021429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1021430.125000 Penalty: 3196.007812
	Iteration 30Q: 3 clusters Score -1021430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1021427.625000 Penalty: 3196.007812
	Iteration 31Q: 3 clusters Score -1021428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1021430.500000 Penalty: 3196.007812
	Iteration 32Q: 3 clusters Score -1021430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1021428.500000 Penalty: 3196.007812
	Iteration 33Q: 3 clusters Score -1021428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1021432.062500 Penalty: 3196.007812
	Iteration 34Q: 3 clusters Score -1021432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1021432.937500 Penalty: 3196.007812
	Iteration 35Q: 3 clusters Score -1021433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1021432.187500 Penalty: 3196.007812
	Iteration 36Q: 3 clusters Score -1021432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1021432.312500 Penalty: 3196.007812
	Iteration 37Q: 3 clusters Score -1021432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1021431.875000 Penalty: 3196.007812
	Iteration 38Q: 3 clusters Score -1021432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1021431.875000 Penalty: 3196.007812
	Iteration 39F: 3 clusters Score -1021432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10979 members 
Mstep: Class 3 contains 107066 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 12624 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 145960 members 
Mstep: Class 12 contains 48130 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 51158 members 
Mstep: Class 15 contains 93247 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 19 contains 25913 members 
Mstep: Class 20 contains 36938 members 
Mstep: Class 21 contains 5256 members 
Mstep: Class 22 contains 11488 members 
Entering Unmasked Estep 
Score: -34123900.000000 Penalty: 43365.265625
Splitting cluster 1 changes total score from -34123880.000000 to -34123900.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (10979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Entering Unmasked Estep 
Score: -603222.937500 Penalty: 1511.857666
	Iteration 0F: 2 clusters Score -603222.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -595491.312500 Penalty: 3023.715332
	Iteration 0F: 3 clusters Score -595491.3 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -598498.562500 Penalty: 3023.715332
	Iteration 1F: 3 clusters Score -598498.6 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -600014.750000 Penalty: 3023.715332
	Iteration 2F: 3 clusters Score -600014.8 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -601402.937500 Penalty: 3023.715332
	Iteration 3F: 3 clusters Score -601402.9 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -602165.250000 Penalty: 3023.715332
	Iteration 4F: 3 clusters Score -602165.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -602601.500000 Penalty: 3023.715332
	Iteration 5F: 3 clusters Score -602601.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -602912.562500 Penalty: 3023.715332
	Iteration 6Q: 3 clusters Score -602912.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -603157.250000 Penalty: 3023.715332
	Iteration 7Q: 3 clusters Score -603157.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -603371.187500 Penalty: 3023.715332
	Iteration 8Q: 3 clusters Score -603371.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -603543.687500 Penalty: 3023.715332
	Iteration 9Q: 3 clusters Score -603543.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -603657.625000 Penalty: 3023.715332
	Iteration 10Q: 3 clusters Score -603657.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -603756.125000 Penalty: 3023.715332
	Iteration 11Q: 3 clusters Score -603756.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -603851.500000 Penalty: 3023.715332
	Iteration 12Q: 3 clusters Score -603851.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -603930.000000 Penalty: 3023.715332
	Iteration 13Q: 3 clusters Score -603930 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -603993.875000 Penalty: 3023.715332
	Iteration 14Q: 3 clusters Score -603993.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -604046.250000 Penalty: 3023.715332
	Iteration 15Q: 3 clusters Score -604046.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -604102.562500 Penalty: 3023.715332
	Iteration 16Q: 3 clusters Score -604102.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -604145.125000 Penalty: 3023.715332
	Iteration 17Q: 3 clusters Score -604145.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -604163.125000 Penalty: 3023.715332
	Iteration 18Q: 3 clusters Score -604163.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -604175.000000 Penalty: 3023.715332
	Iteration 19Q: 3 clusters Score -604175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -604185.875000 Penalty: 3023.715332
	Iteration 20F: 3 clusters Score -604185.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -604195.875000 Penalty: 3023.715332
	Iteration 21Q: 3 clusters Score -604195.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -604200.375000 Penalty: 3023.715332
	Iteration 22Q: 3 clusters Score -604200.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -604202.312500 Penalty: 3023.715332
	Iteration 23Q: 3 clusters Score -604202.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -604203.625000 Penalty: 3023.715332
	Iteration 24Q: 3 clusters Score -604203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -604204.750000 Penalty: 3023.715332
	Iteration 25Q: 3 clusters Score -604204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -604205.500000 Penalty: 3023.715332
	Iteration 26Q: 3 clusters Score -604205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -604206.312500 Penalty: 3023.715332
	Iteration 27Q: 3 clusters Score -604206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -604206.312500 Penalty: 3023.715332
	Iteration 28F: 3 clusters Score -604206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 107066 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 12624 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 145960 members 
Mstep: Class 12 contains 48130 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 51158 members 
Mstep: Class 15 contains 93247 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 19 contains 25913 members 
Mstep: Class 20 contains 36938 members 
Mstep: Class 21 contains 5256 members 
Mstep: Class 22 contains 11488 members 
Entering Unmasked Estep 
Score: -34124220.000000 Penalty: 45533.527344
Splitting cluster 2 changes total score from -34123880.000000 to -34124220.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 3 (107066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Entering Unmasked Estep 
Score: -6384443.000000 Penalty: 1881.945068
	Iteration 0F: 2 clusters Score -6384443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -6312955.500000 Penalty: 3763.890137
	Iteration 0F: 3 clusters Score -6312956 nChanged 51243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -6342588.500000 Penalty: 3763.890137
	Iteration 1F: 3 clusters Score -6342588 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -6343155.500000 Penalty: 3763.890137
	Iteration 2Q: 3 clusters Score -6343156 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -6343764.500000 Penalty: 3763.890137
	Iteration 3Q: 3 clusters Score -6343764 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -6344569.000000 Penalty: 3763.890137
	Iteration 4Q: 3 clusters Score -6344569 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -6345605.000000 Penalty: 3763.890137
	Iteration 5Q: 3 clusters Score -6345605 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -6347095.000000 Penalty: 3763.890137
	Iteration 6Q: 3 clusters Score -6347095 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -6349202.500000 Penalty: 3763.890137
	Iteration 7Q: 3 clusters Score -6349202 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -6351741.500000 Penalty: 3763.890137
	Iteration 8F: 3 clusters Score -6351742 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -6354421.000000 Penalty: 3763.890137
	Iteration 9F: 3 clusters Score -6354421 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -6357066.500000 Penalty: 3763.890137
	Iteration 10F: 3 clusters Score -6357066 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -6359387.000000 Penalty: 3763.890137
	Iteration 11F: 3 clusters Score -6359387 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -6361197.000000 Penalty: 3763.890137
	Iteration 12Q: 3 clusters Score -6361197 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -6362463.000000 Penalty: 3763.890137
	Iteration 13Q: 3 clusters Score -6362463 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -6363349.500000 Penalty: 3763.890137
	Iteration 14Q: 3 clusters Score -6363350 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -6363952.000000 Penalty: 3763.890137
	Iteration 15Q: 3 clusters Score -6363952 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -6364603.500000 Penalty: 3763.890137
	Iteration 16Q: 3 clusters Score -6364604 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -6365302.000000 Penalty: 3763.890137
	Iteration 17Q: 3 clusters Score -6365302 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -6366170.500000 Penalty: 3763.890137
	Iteration 18Q: 3 clusters Score -6366170 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -6367460.500000 Penalty: 3763.890137
	Iteration 19Q: 3 clusters Score -6367460 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -6369079.000000 Penalty: 3763.890137
	Iteration 20F: 3 clusters Score -6369079 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -6371260.500000 Penalty: 3763.890137
	Iteration 21Q: 3 clusters Score -6371260 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -6373938.500000 Penalty: 3763.890137
	Iteration 22Q: 3 clusters Score -6373938 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -6376695.500000 Penalty: 3763.890137
	Iteration 23Q: 3 clusters Score -6376696 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -6379168.500000 Penalty: 3763.890137
	Iteration 24Q: 3 clusters Score -6379168 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6380849.000000 Penalty: 3763.890137
	Iteration 25Q: 3 clusters Score -6380849 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6381805.000000 Penalty: 3763.890137
	Iteration 26Q: 3 clusters Score -6381805 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6382353.000000 Penalty: 3763.890137
	Iteration 27Q: 3 clusters Score -6382353 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106198 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6382579.500000 Penalty: 3763.890137
	Iteration 28Q: 3 clusters Score -6382580 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6382678.000000 Penalty: 3763.890137
	Iteration 29Q: 3 clusters Score -6382678 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6382760.500000 Penalty: 3763.890137
	Iteration 30Q: 3 clusters Score -6382760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6382831.500000 Penalty: 3763.890137
	Iteration 31Q: 3 clusters Score -6382832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106564 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6382864.000000 Penalty: 3763.890137
	Iteration 32Q: 3 clusters Score -6382864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106588 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6382895.000000 Penalty: 3763.890137
	Iteration 33Q: 3 clusters Score -6382895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6382899.500000 Penalty: 3763.890137
	Iteration 34Q: 3 clusters Score -6382900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6382903.000000 Penalty: 3763.890137
	Iteration 35Q: 3 clusters Score -6382903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106619 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6382904.000000 Penalty: 3763.890137
	Iteration 36Q: 3 clusters Score -6382904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6382911.000000 Penalty: 3763.890137
	Iteration 37Q: 3 clusters Score -6382911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106633 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6382908.500000 Penalty: 3763.890137
	Iteration 38Q: 3 clusters Score -6382908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6382909.000000 Penalty: 3763.890137
	Iteration 39Q: 3 clusters Score -6382909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6382923.000000 Penalty: 3763.890137
	Iteration 40F: 3 clusters Score -6382923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106649 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6382933.500000 Penalty: 3763.890137
	Iteration 41Q: 3 clusters Score -6382934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106657 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6382932.000000 Penalty: 3763.890137
	Iteration 42Q: 3 clusters Score -6382932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106659 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6382940.000000 Penalty: 3763.890137
	Iteration 43Q: 3 clusters Score -6382940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106661 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6382941.500000 Penalty: 3763.890137
	Iteration 44Q: 3 clusters Score -6382942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106665 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6382942.000000 Penalty: 3763.890137
	Iteration 45Q: 3 clusters Score -6382942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106667 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6382946.500000 Penalty: 3763.890137
	Iteration 46Q: 3 clusters Score -6382946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106665 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6382954.000000 Penalty: 3763.890137
	Iteration 47Q: 3 clusters Score -6382954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6382956.500000 Penalty: 3763.890137
	Iteration 48Q: 3 clusters Score -6382956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106668 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6382959.000000 Penalty: 3763.890137
	Iteration 49Q: 3 clusters Score -6382959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6382960.500000 Penalty: 3763.890137
	Iteration 50Q: 3 clusters Score -6382960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6382962.500000 Penalty: 3763.890137
	Iteration 51Q: 3 clusters Score -6382962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6382974.000000 Penalty: 3763.890137
	Iteration 52Q: 3 clusters Score -6382974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6382977.500000 Penalty: 3763.890137
	Iteration 53Q: 3 clusters Score -6382978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6382976.000000 Penalty: 3763.890137
	Iteration 54Q: 3 clusters Score -6382976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6382980.500000 Penalty: 3763.890137
	Iteration 55Q: 3 clusters Score -6382980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6382977.500000 Penalty: 3763.890137
	Iteration 56Q: 3 clusters Score -6382978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6382977.500000 Penalty: 3763.890137
	Iteration 57F: 3 clusters Score -6382978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -573962.562500 Penalty: 1509.020874
	Iteration 0F: 2 clusters Score -573962.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -566312.562500 Penalty: 3018.041748
	Iteration 0F: 3 clusters Score -566312.6 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -568872.687500 Penalty: 3018.041748
	Iteration 1F: 3 clusters Score -568872.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -569129.375000 Penalty: 3018.041748
	Iteration 2F: 3 clusters Score -569129.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -569356.687500 Penalty: 3018.041748
	Iteration 3Q: 3 clusters Score -569356.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -569581.875000 Penalty: 3018.041748
	Iteration 4Q: 3 clusters Score -569581.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -569802.000000 Penalty: 3018.041748
	Iteration 5Q: 3 clusters Score -569802 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -570028.812500 Penalty: 3018.041748
	Iteration 6Q: 3 clusters Score -570028.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -570299.250000 Penalty: 3018.041748
	Iteration 7Q: 3 clusters Score -570299.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -570586.750000 Penalty: 3018.041748
	Iteration 8Q: 3 clusters Score -570586.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -570933.437500 Penalty: 3018.041748
	Iteration 9Q: 3 clusters Score -570933.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -571355.125000 Penalty: 3018.041748
	Iteration 10Q: 3 clusters Score -571355.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -571771.562500 Penalty: 3018.041748
	Iteration 11Q: 3 clusters Score -571771.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -572100.437500 Penalty: 3018.041748
	Iteration 12Q: 3 clusters Score -572100.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -572328.937500 Penalty: 3018.041748
	Iteration 13Q: 3 clusters Score -572328.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -572478.062500 Penalty: 3018.041748
	Iteration 14Q: 3 clusters Score -572478.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -572583.000000 Penalty: 3018.041748
	Iteration 15Q: 3 clusters Score -572583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -572654.062500 Penalty: 3018.041748
	Iteration 16Q: 3 clusters Score -572654.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -572708.625000 Penalty: 3018.041748
	Iteration 17Q: 3 clusters Score -572708.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -572735.500000 Penalty: 3018.041748
	Iteration 18Q: 3 clusters Score -572735.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -572762.187500 Penalty: 3018.041748
	Iteration 19Q: 3 clusters Score -572762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -572776.062500 Penalty: 3018.041748
	Iteration 20F: 3 clusters Score -572776.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -572782.937500 Penalty: 3018.041748
	Iteration 21Q: 3 clusters Score -572782.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -572791.187500 Penalty: 3018.041748
	Iteration 22Q: 3 clusters Score -572791.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -572795.875000 Penalty: 3018.041748
	Iteration 23Q: 3 clusters Score -572795.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -572803.000000 Penalty: 3018.041748
	Iteration 24Q: 3 clusters Score -572803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -572810.062500 Penalty: 3018.041748
	Iteration 25Q: 3 clusters Score -572810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -572816.062500 Penalty: 3018.041748
	Iteration 26Q: 3 clusters Score -572816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -572820.312500 Penalty: 3018.041748
	Iteration 27Q: 3 clusters Score -572820.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -572825.562500 Penalty: 3018.041748
	Iteration 28Q: 3 clusters Score -572825.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -572829.812500 Penalty: 3018.041748
	Iteration 29Q: 3 clusters Score -572829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -572832.687500 Penalty: 3018.041748
	Iteration 30Q: 3 clusters Score -572832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -572834.250000 Penalty: 3018.041748
	Iteration 31Q: 3 clusters Score -572834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -572834.687500 Penalty: 3018.041748
	Iteration 32Q: 3 clusters Score -572834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -572834.250000 Penalty: 3018.041748
	Iteration 33Q: 3 clusters Score -572834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -572834.250000 Penalty: 3018.041748
	Iteration 34F: 3 clusters Score -572834.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -251199.609375 Penalty: 1400.180420
	Iteration 0F: 2 clusters Score -251199.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -246918.234375 Penalty: 2800.360840
	Iteration 0F: 3 clusters Score -246918.2 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -248345.500000 Penalty: 2800.360840
	Iteration 1F: 3 clusters Score -248345.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -248766.484375 Penalty: 2800.360840
	Iteration 2F: 3 clusters Score -248766.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -249234.796875 Penalty: 2800.360840
	Iteration 3F: 3 clusters Score -249234.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -249639.375000 Penalty: 2800.360840
	Iteration 4F: 3 clusters Score -249639.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -249963.812500 Penalty: 2800.360840
	Iteration 5F: 3 clusters Score -249963.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -250191.015625 Penalty: 2800.360840
	Iteration 6Q: 3 clusters Score -250191 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -250316.578125 Penalty: 2800.360840
	Iteration 7Q: 3 clusters Score -250316.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -250387.203125 Penalty: 2800.360840
	Iteration 8Q: 3 clusters Score -250387.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -250427.625000 Penalty: 2800.360840
	Iteration 9Q: 3 clusters Score -250427.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -250457.218750 Penalty: 2800.360840
	Iteration 10Q: 3 clusters Score -250457.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -250476.328125 Penalty: 2800.360840
	Iteration 11Q: 3 clusters Score -250476.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -250490.859375 Penalty: 2800.360840
	Iteration 12Q: 3 clusters Score -250490.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -250508.421875 Penalty: 2800.360840
	Iteration 13Q: 3 clusters Score -250508.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -250519.625000 Penalty: 2800.360840
	Iteration 14Q: 3 clusters Score -250519.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -250531.453125 Penalty: 2800.360840
	Iteration 15Q: 3 clusters Score -250531.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -250545.062500 Penalty: 2800.360840
	Iteration 16Q: 3 clusters Score -250545.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -250554.875000 Penalty: 2800.360840
	Iteration 17Q: 3 clusters Score -250554.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -250561.718750 Penalty: 2800.360840
	Iteration 18Q: 3 clusters Score -250561.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -250568.671875 Penalty: 2800.360840
	Iteration 19Q: 3 clusters Score -250568.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -250575.265625 Penalty: 2800.360840
	Iteration 20F: 3 clusters Score -250575.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -250581.437500 Penalty: 2800.360840
	Iteration 21Q: 3 clusters Score -250581.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -250586.328125 Penalty: 2800.360840
	Iteration 22Q: 3 clusters Score -250586.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -250591.812500 Penalty: 2800.360840
	Iteration 23Q: 3 clusters Score -250591.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -250594.125000 Penalty: 2800.360840
	Iteration 24Q: 3 clusters Score -250594.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -250596.203125 Penalty: 2800.360840
	Iteration 25Q: 3 clusters Score -250596.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -250596.937500 Penalty: 2800.360840
	Iteration 26Q: 3 clusters Score -250596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -250598.609375 Penalty: 2800.360840
	Iteration 27Q: 3 clusters Score -250598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -250599.437500 Penalty: 2800.360840
	Iteration 28Q: 3 clusters Score -250599.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -250600.453125 Penalty: 2800.360840
	Iteration 29Q: 3 clusters Score -250600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -250601.140625 Penalty: 2800.360840
	Iteration 30Q: 3 clusters Score -250601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -250602.765625 Penalty: 2800.360840
	Iteration 31Q: 3 clusters Score -250602.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -250603.937500 Penalty: 2800.360840
	Iteration 32Q: 3 clusters Score -250603.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -250605.671875 Penalty: 2800.360840
	Iteration 33Q: 3 clusters Score -250605.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -250606.437500 Penalty: 2800.360840
	Iteration 34Q: 3 clusters Score -250606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -250606.812500 Penalty: 2800.360840
	Iteration 35Q: 3 clusters Score -250606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -250607.359375 Penalty: 2800.360840
	Iteration 36Q: 3 clusters Score -250607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -250608.156250 Penalty: 2800.360840
	Iteration 37Q: 3 clusters Score -250608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -250608.187500 Penalty: 2800.360840
	Iteration 38Q: 3 clusters Score -250608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -250608.593750 Penalty: 2800.360840
	Iteration 39Q: 3 clusters Score -250608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -250608.281250 Penalty: 2800.360840
	Iteration 40F: 3 clusters Score -250608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -250608.468750 Penalty: 2800.360840
	Iteration 41Q: 3 clusters Score -250608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -250608.468750 Penalty: 2800.360840
	Iteration 42F: 3 clusters Score -250608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Entering Unmasked Estep 
Score: -696369.937500 Penalty: 1534.545166
	Iteration 0F: 2 clusters Score -696369.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -687494.750000 Penalty: 3069.090332
	Iteration 0F: 3 clusters Score -687494.8 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -690782.125000 Penalty: 3069.090332
	Iteration 1F: 3 clusters Score -690782.1 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -691594.250000 Penalty: 3069.090332
	Iteration 2F: 3 clusters Score -691594.2 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -692516.187500 Penalty: 3069.090332
	Iteration 3F: 3 clusters Score -692516.2 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -693385.312500 Penalty: 3069.090332
	Iteration 4F: 3 clusters Score -693385.3 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -694151.500000 Penalty: 3069.090332
	Iteration 5F: 3 clusters Score -694151.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -694797.937500 Penalty: 3069.090332
	Iteration 6F: 3 clusters Score -694797.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -695339.687500 Penalty: 3069.090332
	Iteration 7F: 3 clusters Score -695339.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -695727.125000 Penalty: 3069.090332
	Iteration 8Q: 3 clusters Score -695727.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -696002.437500 Penalty: 3069.090332
	Iteration 9Q: 3 clusters Score -696002.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -696160.687500 Penalty: 3069.090332
	Iteration 10Q: 3 clusters Score -696160.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -696250.375000 Penalty: 3069.090332
	Iteration 11Q: 3 clusters Score -696250.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -696317.125000 Penalty: 3069.090332
	Iteration 12Q: 3 clusters Score -696317.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -696388.000000 Penalty: 3069.090332
	Iteration 13Q: 3 clusters Score -696388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -696443.250000 Penalty: 3069.090332
	Iteration 14Q: 3 clusters Score -696443.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -696487.812500 Penalty: 3069.090332
	Iteration 15Q: 3 clusters Score -696487.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -696523.437500 Penalty: 3069.090332
	Iteration 16Q: 3 clusters Score -696523.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -696552.875000 Penalty: 3069.090332
	Iteration 17Q: 3 clusters Score -696552.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -696583.187500 Penalty: 3069.090332
	Iteration 18Q: 3 clusters Score -696583.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -696607.062500 Penalty: 3069.090332
	Iteration 19Q: 3 clusters Score -696607.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -696633.562500 Penalty: 3069.090332
	Iteration 20F: 3 clusters Score -696633.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -696651.375000 Penalty: 3069.090332
	Iteration 21Q: 3 clusters Score -696651.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -696673.312500 Penalty: 3069.090332
	Iteration 22Q: 3 clusters Score -696673.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -696695.562500 Penalty: 3069.090332
	Iteration 23Q: 3 clusters Score -696695.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -696717.437500 Penalty: 3069.090332
	Iteration 24Q: 3 clusters Score -696717.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -696739.562500 Penalty: 3069.090332
	Iteration 25Q: 3 clusters Score -696739.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -696749.375000 Penalty: 3069.090332
	Iteration 26Q: 3 clusters Score -696749.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -696755.125000 Penalty: 3069.090332
	Iteration 27Q: 3 clusters Score -696755.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -696759.562500 Penalty: 3069.090332
	Iteration 28Q: 3 clusters Score -696759.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -696765.312500 Penalty: 3069.090332
	Iteration 29Q: 3 clusters Score -696765.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -696768.125000 Penalty: 3069.090332
	Iteration 30Q: 3 clusters Score -696768.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -696773.187500 Penalty: 3069.090332
	Iteration 31Q: 3 clusters Score -696773.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -696781.437500 Penalty: 3069.090332
	Iteration 32Q: 3 clusters Score -696781.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -696784.125000 Penalty: 3069.090332
	Iteration 33Q: 3 clusters Score -696784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -696785.375000 Penalty: 3069.090332
	Iteration 34Q: 3 clusters Score -696785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -696785.812500 Penalty: 3069.090332
	Iteration 35Q: 3 clusters Score -696785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -696784.937500 Penalty: 3069.090332
	Iteration 36Q: 3 clusters Score -696784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -696785.687500 Penalty: 3069.090332
	Iteration 37Q: 3 clusters Score -696785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -696786.437500 Penalty: 3069.090332
	Iteration 38Q: 3 clusters Score -696786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -696786.875000 Penalty: 3069.090332
	Iteration 39Q: 3 clusters Score -696786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -696786.437500 Penalty: 3069.090332
	Iteration 40F: 3 clusters Score -696786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 107066 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 145960 members 
Mstep: Class 12 contains 48130 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 51158 members 
Mstep: Class 15 contains 93247 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 25913 members 
Mstep: Class 20 contains 36938 members 
Mstep: Class 21 contains 5256 members 
Mstep: Class 22 contains 11488 members 
Entering Unmasked Estep 
Score: -34123956.000000 Penalty: 47701.792969
Splitting cluster 7 changes total score from -34123880.000000 to -34123956.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 8 (18018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Entering Unmasked Estep 
Score: -1040589.750000 Penalty: 1592.358032
	Iteration 0F: 2 clusters Score -1040590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1028222.500000 Penalty: 3184.716064
	Iteration 0F: 3 clusters Score -1028222 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1032876.187500 Penalty: 3184.716064
	Iteration 1F: 3 clusters Score -1032876 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1033475.687500 Penalty: 3184.716064
	Iteration 2F: 3 clusters Score -1033476 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1034088.812500 Penalty: 3184.716064
	Iteration 3F: 3 clusters Score -1034089 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1034763.875000 Penalty: 3184.716064
	Iteration 4F: 3 clusters Score -1034764 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1035388.062500 Penalty: 3184.716064
	Iteration 5F: 3 clusters Score -1035388 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1035942.187500 Penalty: 3184.716064
	Iteration 6F: 3 clusters Score -1035942 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1036450.937500 Penalty: 3184.716064
	Iteration 7F: 3 clusters Score -1036451 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1036879.375000 Penalty: 3184.716064
	Iteration 8Q: 3 clusters Score -1036879 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1037244.062500 Penalty: 3184.716064
	Iteration 9Q: 3 clusters Score -1037244 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1037583.062500 Penalty: 3184.716064
	Iteration 10Q: 3 clusters Score -1037583 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1037936.562500 Penalty: 3184.716064
	Iteration 11Q: 3 clusters Score -1037937 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1038256.687500 Penalty: 3184.716064
	Iteration 12Q: 3 clusters Score -1038257 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1038502.437500 Penalty: 3184.716064
	Iteration 13Q: 3 clusters Score -1038502 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1038708.250000 Penalty: 3184.716064
	Iteration 14Q: 3 clusters Score -1038708 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1038862.437500 Penalty: 3184.716064
	Iteration 15Q: 3 clusters Score -1038862 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1038990.500000 Penalty: 3184.716064
	Iteration 16Q: 3 clusters Score -1038990 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1039082.187500 Penalty: 3184.716064
	Iteration 17Q: 3 clusters Score -1039082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1039155.125000 Penalty: 3184.716064
	Iteration 18Q: 3 clusters Score -1039155 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1039210.562500 Penalty: 3184.716064
	Iteration 19Q: 3 clusters Score -1039211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1039255.875000 Penalty: 3184.716064
	Iteration 20F: 3 clusters Score -1039256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1039297.250000 Penalty: 3184.716064
	Iteration 21Q: 3 clusters Score -1039297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1039333.250000 Penalty: 3184.716064
	Iteration 22Q: 3 clusters Score -1039333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1039357.437500 Penalty: 3184.716064
	Iteration 23Q: 3 clusters Score -1039357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1039369.875000 Penalty: 3184.716064
	Iteration 24Q: 3 clusters Score -1039370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1039387.437500 Penalty: 3184.716064
	Iteration 25Q: 3 clusters Score -1039387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1039406.312500 Penalty: 3184.716064
	Iteration 26Q: 3 clusters Score -1039406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1039414.500000 Penalty: 3184.716064
	Iteration 27Q: 3 clusters Score -1039414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1039418.875000 Penalty: 3184.716064
	Iteration 28Q: 3 clusters Score -1039419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1039426.187500 Penalty: 3184.716064
	Iteration 29Q: 3 clusters Score -1039426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1039425.625000 Penalty: 3184.716064
	Iteration 30Q: 3 clusters Score -1039426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1039425.937500 Penalty: 3184.716064
	Iteration 31Q: 3 clusters Score -1039426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1039427.312500 Penalty: 3184.716064
	Iteration 32Q: 3 clusters Score -1039427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1039428.937500 Penalty: 3184.716064
	Iteration 33Q: 3 clusters Score -1039429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1039428.812500 Penalty: 3184.716064
	Iteration 34Q: 3 clusters Score -1039429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1039428.625000 Penalty: 3184.716064
	Iteration 35Q: 3 clusters Score -1039429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1039428.625000 Penalty: 3184.716064
	Iteration 36F: 3 clusters Score -1039429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -282950.468750 Penalty: 1400.679932
	Iteration 0F: 2 clusters Score -282950.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -278644.593750 Penalty: 2801.359863
	Iteration 0F: 3 clusters Score -278644.6 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -280506.031250 Penalty: 2801.359863
	Iteration 1F: 3 clusters Score -280506 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -281097.562500 Penalty: 2801.359863
	Iteration 2F: 3 clusters Score -281097.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -281570.437500 Penalty: 2801.359863
	Iteration 3F: 3 clusters Score -281570.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -281926.156250 Penalty: 2801.359863
	Iteration 4F: 3 clusters Score -281926.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -282143.656250 Penalty: 2801.359863
	Iteration 5F: 3 clusters Score -282143.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -282288.093750 Penalty: 2801.359863
	Iteration 6Q: 3 clusters Score -282288.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -282378.531250 Penalty: 2801.359863
	Iteration 7Q: 3 clusters Score -282378.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -282429.687500 Penalty: 2801.359863
	Iteration 8Q: 3 clusters Score -282429.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -282484.906250 Penalty: 2801.359863
	Iteration 9Q: 3 clusters Score -282484.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -282556.312500 Penalty: 2801.359863
	Iteration 10Q: 3 clusters Score -282556.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -282620.343750 Penalty: 2801.359863
	Iteration 11Q: 3 clusters Score -282620.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -282673.906250 Penalty: 2801.359863
	Iteration 12Q: 3 clusters Score -282673.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -282721.875000 Penalty: 2801.359863
	Iteration 13Q: 3 clusters Score -282721.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -282760.406250 Penalty: 2801.359863
	Iteration 14Q: 3 clusters Score -282760.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -282796.343750 Penalty: 2801.359863
	Iteration 15Q: 3 clusters Score -282796.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -282835.437500 Penalty: 2801.359863
	Iteration 16Q: 3 clusters Score -282835.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -282875.531250 Penalty: 2801.359863
	Iteration 17Q: 3 clusters Score -282875.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -282915.062500 Penalty: 2801.359863
	Iteration 18Q: 3 clusters Score -282915.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -282973.656250 Penalty: 2801.359863
	Iteration 19Q: 3 clusters Score -282973.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -283091.625000 Penalty: 2801.359863
	Iteration 20F: 3 clusters Score -283091.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -283287.750000 Penalty: 2801.359863
	Iteration 21Q: 3 clusters Score -283287.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -283486.781250 Penalty: 2801.359863
	Iteration 22Q: 3 clusters Score -283486.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -283683.250000 Penalty: 2801.359863
	Iteration 23Q: 3 clusters Score -283683.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -283803.750000 Penalty: 2801.359863
	Iteration 24Q: 3 clusters Score -283803.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -283876.500000 Penalty: 2801.359863
	Iteration 25Q: 3 clusters Score -283876.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -283940.687500 Penalty: 2801.359863
	Iteration 26Q: 3 clusters Score -283940.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -284008.062500 Penalty: 2801.359863
	Iteration 27Q: 3 clusters Score -284008.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -284060.843750 Penalty: 2801.359863
	Iteration 28Q: 3 clusters Score -284060.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -284115.937500 Penalty: 2801.359863
	Iteration 29Q: 3 clusters Score -284115.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -284150.125000 Penalty: 2801.359863
	Iteration 30Q: 3 clusters Score -284150.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -284177.250000 Penalty: 2801.359863
	Iteration 31Q: 3 clusters Score -284177.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -284196.062500 Penalty: 2801.359863
	Iteration 32Q: 3 clusters Score -284196.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -284203.562500 Penalty: 2801.359863
	Iteration 33Q: 3 clusters Score -284203.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -284212.062500 Penalty: 2801.359863
	Iteration 34Q: 3 clusters Score -284212.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -284215.812500 Penalty: 2801.359863
	Iteration 35Q: 3 clusters Score -284215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -284218.718750 Penalty: 2801.359863
	Iteration 36Q: 3 clusters Score -284218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -284220.343750 Penalty: 2801.359863
	Iteration 37Q: 3 clusters Score -284220.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -284221.781250 Penalty: 2801.359863
	Iteration 38Q: 3 clusters Score -284221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -284222.750000 Penalty: 2801.359863
	Iteration 39Q: 3 clusters Score -284222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -284224.625000 Penalty: 2801.359863
	Iteration 40F: 3 clusters Score -284224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -284229.781250 Penalty: 2801.359863
	Iteration 41Q: 3 clusters Score -284229.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -284232.375000 Penalty: 2801.359863
	Iteration 42Q: 3 clusters Score -284232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -284233.062500 Penalty: 2801.359863
	Iteration 43Q: 3 clusters Score -284233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -284233.281250 Penalty: 2801.359863
	Iteration 44Q: 3 clusters Score -284233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -284233.375000 Penalty: 2801.359863
	Iteration 45Q: 3 clusters Score -284233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -284234.437500 Penalty: 2801.359863
	Iteration 46Q: 3 clusters Score -284234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -284235.906250 Penalty: 2801.359863
	Iteration 47Q: 3 clusters Score -284235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -284237.750000 Penalty: 2801.359863
	Iteration 48Q: 3 clusters Score -284237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -284239.500000 Penalty: 2801.359863
	Iteration 49Q: 3 clusters Score -284239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -284241.281250 Penalty: 2801.359863
	Iteration 50Q: 3 clusters Score -284241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -284243.625000 Penalty: 2801.359863
	Iteration 51Q: 3 clusters Score -284243.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -284247.281250 Penalty: 2801.359863
	Iteration 52Q: 3 clusters Score -284247.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -284247.500000 Penalty: 2801.359863
	Iteration 53Q: 3 clusters Score -284247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -284248.343750 Penalty: 2801.359863
	Iteration 54Q: 3 clusters Score -284248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -284247.843750 Penalty: 2801.359863
	Iteration 55Q: 3 clusters Score -284247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -284247.843750 Penalty: 2801.359863
	Iteration 56F: 3 clusters Score -284247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 107066 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 145960 members 
Mstep: Class 12 contains 48130 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 51158 members 
Mstep: Class 15 contains 93247 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 25913 members 
Mstep: Class 20 contains 36938 members 
Mstep: Class 21 contains 5256 members 
Mstep: Class 22 contains 11488 members 
Mstep: Class 23 contains 3714 members 
Entering Unmasked Estep 
Score: -34124552.000000 Penalty: 49870.054688
Splitting cluster 9 changes total score from -34123880.000000 to -34124552.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -232030.828125 Penalty: 1354.507568
	Iteration 0F: 2 clusters Score -232030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -228627.015625 Penalty: 2709.015137
	Iteration 0F: 3 clusters Score -228627 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -229875.234375 Penalty: 2709.015137
	Iteration 1F: 3 clusters Score -229875.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -230337.781250 Penalty: 2709.015137
	Iteration 2F: 3 clusters Score -230337.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -230747.687500 Penalty: 2709.015137
	Iteration 3F: 3 clusters Score -230747.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -231060.562500 Penalty: 2709.015137
	Iteration 4F: 3 clusters Score -231060.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -231293.343750 Penalty: 2709.015137
	Iteration 5F: 3 clusters Score -231293.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -231453.000000 Penalty: 2709.015137
	Iteration 6Q: 3 clusters Score -231453 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -231552.265625 Penalty: 2709.015137
	Iteration 7Q: 3 clusters Score -231552.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -231596.000000 Penalty: 2709.015137
	Iteration 8Q: 3 clusters Score -231596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -231621.921875 Penalty: 2709.015137
	Iteration 9Q: 3 clusters Score -231621.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -231638.406250 Penalty: 2709.015137
	Iteration 10Q: 3 clusters Score -231638.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -231651.718750 Penalty: 2709.015137
	Iteration 11Q: 3 clusters Score -231651.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -231657.843750 Penalty: 2709.015137
	Iteration 12Q: 3 clusters Score -231657.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -231667.328125 Penalty: 2709.015137
	Iteration 13Q: 3 clusters Score -231667.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -231676.109375 Penalty: 2709.015137
	Iteration 14Q: 3 clusters Score -231676.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -231680.375000 Penalty: 2709.015137
	Iteration 15Q: 3 clusters Score -231680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -231683.984375 Penalty: 2709.015137
	Iteration 16Q: 3 clusters Score -231684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -231687.203125 Penalty: 2709.015137
	Iteration 17Q: 3 clusters Score -231687.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -231690.390625 Penalty: 2709.015137
	Iteration 18Q: 3 clusters Score -231690.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -231693.093750 Penalty: 2709.015137
	Iteration 19Q: 3 clusters Score -231693.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -231697.578125 Penalty: 2709.015137
	Iteration 20F: 3 clusters Score -231697.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -231703.062500 Penalty: 2709.015137
	Iteration 21Q: 3 clusters Score -231703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -231705.484375 Penalty: 2709.015137
	Iteration 22Q: 3 clusters Score -231705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -231707.562500 Penalty: 2709.015137
	Iteration 23Q: 3 clusters Score -231707.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -231709.187500 Penalty: 2709.015137
	Iteration 24Q: 3 clusters Score -231709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -231711.218750 Penalty: 2709.015137
	Iteration 25Q: 3 clusters Score -231711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -231711.687500 Penalty: 2709.015137
	Iteration 26Q: 3 clusters Score -231711.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -231712.859375 Penalty: 2709.015137
	Iteration 27Q: 3 clusters Score -231712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -231713.296875 Penalty: 2709.015137
	Iteration 28Q: 3 clusters Score -231713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -231714.609375 Penalty: 2709.015137
	Iteration 29Q: 3 clusters Score -231714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -231715.843750 Penalty: 2709.015137
	Iteration 30Q: 3 clusters Score -231715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -231717.359375 Penalty: 2709.015137
	Iteration 31Q: 3 clusters Score -231717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -231718.843750 Penalty: 2709.015137
	Iteration 32Q: 3 clusters Score -231718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -231719.875000 Penalty: 2709.015137
	Iteration 33Q: 3 clusters Score -231719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -231719.953125 Penalty: 2709.015137
	Iteration 34Q: 3 clusters Score -231720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -231719.953125 Penalty: 2709.015137
	Iteration 35F: 3 clusters Score -231720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145960 members 
Entering Unmasked Estep 
Score: -8552349.000000 Penalty: 1932.301758
	Iteration 0F: 2 clusters Score -8552349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -8454471.000000 Penalty: 3864.603516
	Iteration 0F: 3 clusters Score -8454471 nChanged 70208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -8496315.000000 Penalty: 3864.603516
	Iteration 1F: 3 clusters Score -8496315 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -8498264.000000 Penalty: 3864.603516
	Iteration 2Q: 3 clusters Score -8498264 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -8501537.000000 Penalty: 3864.603516
	Iteration 3Q: 3 clusters Score -8501537 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -8506351.000000 Penalty: 3864.603516
	Iteration 4F: 3 clusters Score -8506351 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -8512222.000000 Penalty: 3864.603516
	Iteration 5F: 3 clusters Score -8512222 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98048 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -8518240.000000 Penalty: 3864.603516
	Iteration 6F: 3 clusters Score -8518240 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104528 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -8523451.000000 Penalty: 3864.603516
	Iteration 7F: 3 clusters Score -8523451 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -8527644.000000 Penalty: 3864.603516
	Iteration 8F: 3 clusters Score -8527644 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -8531291.000000 Penalty: 3864.603516
	Iteration 9Q: 3 clusters Score -8531291 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121726 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -8534742.000000 Penalty: 3864.603516
	Iteration 10Q: 3 clusters Score -8534742 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126621 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -8538002.000000 Penalty: 3864.603516
	Iteration 11Q: 3 clusters Score -8538002 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130894 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -8540988.000000 Penalty: 3864.603516
	Iteration 12Q: 3 clusters Score -8540988 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134590 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -8543806.000000 Penalty: 3864.603516
	Iteration 13Q: 3 clusters Score -8543806 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -8546164.000000 Penalty: 3864.603516
	Iteration 14Q: 3 clusters Score -8546164 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139389 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -8547728.000000 Penalty: 3864.603516
	Iteration 15Q: 3 clusters Score -8547728 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140644 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -8548743.000000 Penalty: 3864.603516
	Iteration 16Q: 3 clusters Score -8548743 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141461 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -8549412.000000 Penalty: 3864.603516
	Iteration 17Q: 3 clusters Score -8549412 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141992 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8549808.000000 Penalty: 3864.603516
	Iteration 18Q: 3 clusters Score -8549808 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142380 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8550103.000000 Penalty: 3864.603516
	Iteration 19Q: 3 clusters Score -8550103 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142677 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -8550272.000000 Penalty: 3864.603516
	Iteration 20F: 3 clusters Score -8550272 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142896 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8550412.000000 Penalty: 3864.603516
	Iteration 21Q: 3 clusters Score -8550412 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143080 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8550563.000000 Penalty: 3864.603516
	Iteration 22Q: 3 clusters Score -8550563 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143232 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8550728.000000 Penalty: 3864.603516
	Iteration 23Q: 3 clusters Score -8550728 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143343 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8550873.000000 Penalty: 3864.603516
	Iteration 24Q: 3 clusters Score -8550873 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143442 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8551049.000000 Penalty: 3864.603516
	Iteration 25Q: 3 clusters Score -8551049 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8551196.000000 Penalty: 3864.603516
	Iteration 26Q: 3 clusters Score -8551196 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143559 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8551272.000000 Penalty: 3864.603516
	Iteration 27Q: 3 clusters Score -8551272 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8551359.000000 Penalty: 3864.603516
	Iteration 28Q: 3 clusters Score -8551359 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143634 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8551429.000000 Penalty: 3864.603516
	Iteration 29Q: 3 clusters Score -8551429 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143653 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8551483.000000 Penalty: 3864.603516
	Iteration 30Q: 3 clusters Score -8551483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143670 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8551528.000000 Penalty: 3864.603516
	Iteration 31Q: 3 clusters Score -8551528 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8551542.000000 Penalty: 3864.603516
	Iteration 32Q: 3 clusters Score -8551542 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143663 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8551587.000000 Penalty: 3864.603516
	Iteration 33Q: 3 clusters Score -8551587 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8551613.000000 Penalty: 3864.603516
	Iteration 34Q: 3 clusters Score -8551613 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143673 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8551644.000000 Penalty: 3864.603516
	Iteration 35Q: 3 clusters Score -8551644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143681 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8551655.000000 Penalty: 3864.603516
	Iteration 36Q: 3 clusters Score -8551655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8551667.000000 Penalty: 3864.603516
	Iteration 37Q: 3 clusters Score -8551667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143691 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8551680.000000 Penalty: 3864.603516
	Iteration 38Q: 3 clusters Score -8551680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8551683.000000 Penalty: 3864.603516
	Iteration 39Q: 3 clusters Score -8551683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8551694.000000 Penalty: 3864.603516
	Iteration 40F: 3 clusters Score -8551694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8551700.000000 Penalty: 3864.603516
	Iteration 41Q: 3 clusters Score -8551700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143697 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8551706.000000 Penalty: 3864.603516
	Iteration 42Q: 3 clusters Score -8551706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143691 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8551713.000000 Penalty: 3864.603516
	Iteration 43Q: 3 clusters Score -8551713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8551709.000000 Penalty: 3864.603516
	Iteration 44Q: 3 clusters Score -8551709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8551705.000000 Penalty: 3864.603516
	Iteration 45Q: 3 clusters Score -8551705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143691 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8551707.000000 Penalty: 3864.603516
	Iteration 46Q: 3 clusters Score -8551707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143683 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8551697.000000 Penalty: 3864.603516
	Iteration 47Q: 3 clusters Score -8551697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8551690.000000 Penalty: 3864.603516
	Iteration 48Q: 3 clusters Score -8551690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8551698.000000 Penalty: 3864.603516
	Iteration 49Q: 3 clusters Score -8551698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8551699.000000 Penalty: 3864.603516
	Iteration 50Q: 3 clusters Score -8551699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143643 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8551692.000000 Penalty: 3864.603516
	Iteration 51Q: 3 clusters Score -8551692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143634 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8551703.000000 Penalty: 3864.603516
	Iteration 52Q: 3 clusters Score -8551703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143629 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8551703.000000 Penalty: 3864.603516
	Iteration 53Q: 3 clusters Score -8551703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143624 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8551708.000000 Penalty: 3864.603516
	Iteration 54Q: 3 clusters Score -8551708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8551711.000000 Penalty: 3864.603516
	Iteration 55Q: 3 clusters Score -8551711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8551712.000000 Penalty: 3864.603516
	Iteration 56Q: 3 clusters Score -8551712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8551712.000000 Penalty: 3864.603516
	Iteration 57Q: 3 clusters Score -8551712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8551710.000000 Penalty: 3864.603516
	Iteration 58Q: 3 clusters Score -8551710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8551714.000000 Penalty: 3864.603516
	Iteration 59Q: 3 clusters Score -8551714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143614 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8551710.000000 Penalty: 3864.603516
	Iteration 60F: 3 clusters Score -8551710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8551709.000000 Penalty: 3864.603516
	Iteration 61Q: 3 clusters Score -8551709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143611 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8551710.000000 Penalty: 3864.603516
	Iteration 62Q: 3 clusters Score -8551710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143610 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8551710.000000 Penalty: 3864.603516
	Iteration 63Q: 3 clusters Score -8551710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143608 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8551711.000000 Penalty: 3864.603516
	Iteration 64Q: 3 clusters Score -8551711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8551716.000000 Penalty: 3864.603516
	Iteration 65Q: 3 clusters Score -8551716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8551714.000000 Penalty: 3864.603516
	Iteration 66Q: 3 clusters Score -8551714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8551714.000000 Penalty: 3864.603516
	Iteration 67F: 3 clusters Score -8551714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Entering Unmasked Estep 
Score: -2490074.500000 Penalty: 1752.019897
	Iteration 0F: 2 clusters Score -2490074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2458014.250000 Penalty: 3504.039795
	Iteration 0F: 3 clusters Score -2458014 nChanged 22396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -2470956.000000 Penalty: 3504.039795
	Iteration 1F: 3 clusters Score -2470956 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2471615.500000 Penalty: 3504.039795
	Iteration 2Q: 3 clusters Score -2471616 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -2472383.000000 Penalty: 3504.039795
	Iteration 3Q: 3 clusters Score -2472383 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -2473331.500000 Penalty: 3504.039795
	Iteration 4Q: 3 clusters Score -2473332 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -2474638.250000 Penalty: 3504.039795
	Iteration 5F: 3 clusters Score -2474638 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -2476401.250000 Penalty: 3504.039795
	Iteration 6F: 3 clusters Score -2476401 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -2478580.000000 Penalty: 3504.039795
	Iteration 7F: 3 clusters Score -2478580 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -2480835.750000 Penalty: 3504.039795
	Iteration 8F: 3 clusters Score -2480836 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -2482850.250000 Penalty: 3504.039795
	Iteration 9F: 3 clusters Score -2482850 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -2484303.250000 Penalty: 3504.039795
	Iteration 10Q: 3 clusters Score -2484303 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -2485182.750000 Penalty: 3504.039795
	Iteration 11Q: 3 clusters Score -2485183 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -2485810.750000 Penalty: 3504.039795
	Iteration 12Q: 3 clusters Score -2485811 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -2486273.500000 Penalty: 3504.039795
	Iteration 13Q: 3 clusters Score -2486274 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -2486645.250000 Penalty: 3504.039795
	Iteration 14Q: 3 clusters Score -2486645 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -2487000.750000 Penalty: 3504.039795
	Iteration 15Q: 3 clusters Score -2487001 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -2487336.750000 Penalty: 3504.039795
	Iteration 16Q: 3 clusters Score -2487337 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -2487611.250000 Penalty: 3504.039795
	Iteration 17Q: 3 clusters Score -2487611 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -2487853.750000 Penalty: 3504.039795
	Iteration 18Q: 3 clusters Score -2487854 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -2488050.500000 Penalty: 3504.039795
	Iteration 19Q: 3 clusters Score -2488050 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -2488206.250000 Penalty: 3504.039795
	Iteration 20F: 3 clusters Score -2488206 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -2488330.250000 Penalty: 3504.039795
	Iteration 21Q: 3 clusters Score -2488330 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -2488425.750000 Penalty: 3504.039795
	Iteration 22Q: 3 clusters Score -2488426 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -2488491.000000 Penalty: 3504.039795
	Iteration 23Q: 3 clusters Score -2488491 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -2488544.500000 Penalty: 3504.039795
	Iteration 24Q: 3 clusters Score -2488544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -2488575.500000 Penalty: 3504.039795
	Iteration 25Q: 3 clusters Score -2488576 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -2488603.250000 Penalty: 3504.039795
	Iteration 26Q: 3 clusters Score -2488603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -2488617.500000 Penalty: 3504.039795
	Iteration 27Q: 3 clusters Score -2488618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -2488629.500000 Penalty: 3504.039795
	Iteration 28Q: 3 clusters Score -2488630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -2488648.750000 Penalty: 3504.039795
	Iteration 29Q: 3 clusters Score -2488649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -2488654.750000 Penalty: 3504.039795
	Iteration 30Q: 3 clusters Score -2488655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -2488660.750000 Penalty: 3504.039795
	Iteration 31Q: 3 clusters Score -2488661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -2488668.000000 Penalty: 3504.039795
	Iteration 32Q: 3 clusters Score -2488668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -2488680.250000 Penalty: 3504.039795
	Iteration 33Q: 3 clusters Score -2488680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -2488686.000000 Penalty: 3504.039795
	Iteration 34Q: 3 clusters Score -2488686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -2488688.500000 Penalty: 3504.039795
	Iteration 35Q: 3 clusters Score -2488688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -2488687.000000 Penalty: 3504.039795
	Iteration 36Q: 3 clusters Score -2488687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -2488690.000000 Penalty: 3504.039795
	Iteration 37Q: 3 clusters Score -2488690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -2488698.750000 Penalty: 3504.039795
	Iteration 38Q: 3 clusters Score -2488699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -2488700.250000 Penalty: 3504.039795
	Iteration 39Q: 3 clusters Score -2488700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -2488703.750000 Penalty: 3504.039795
	Iteration 40F: 3 clusters Score -2488704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -2488701.250000 Penalty: 3504.039795
	Iteration 41Q: 3 clusters Score -2488701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -2488701.250000 Penalty: 3504.039795
	Iteration 42F: 3 clusters Score -2488701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -220477.375000 Penalty: 1347.050171
	Iteration 0F: 2 clusters Score -220477.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -217192.953125 Penalty: 2694.100342
	Iteration 0F: 3 clusters Score -217193 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -218129.406250 Penalty: 2694.100342
	Iteration 1F: 3 clusters Score -218129.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -218297.296875 Penalty: 2694.100342
	Iteration 2F: 3 clusters Score -218297.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -218407.156250 Penalty: 2694.100342
	Iteration 3Q: 3 clusters Score -218407.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -218478.515625 Penalty: 2694.100342
	Iteration 4Q: 3 clusters Score -218478.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -218537.453125 Penalty: 2694.100342
	Iteration 5Q: 3 clusters Score -218537.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -218591.671875 Penalty: 2694.100342
	Iteration 6Q: 3 clusters Score -218591.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -218655.437500 Penalty: 2694.100342
	Iteration 7Q: 3 clusters Score -218655.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -218715.593750 Penalty: 2694.100342
	Iteration 8Q: 3 clusters Score -218715.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -218765.968750 Penalty: 2694.100342
	Iteration 9Q: 3 clusters Score -218766 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -218823.468750 Penalty: 2694.100342
	Iteration 10Q: 3 clusters Score -218823.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -218875.906250 Penalty: 2694.100342
	Iteration 11Q: 3 clusters Score -218875.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -218920.937500 Penalty: 2694.100342
	Iteration 12Q: 3 clusters Score -218920.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -218961.250000 Penalty: 2694.100342
	Iteration 13Q: 3 clusters Score -218961.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -219003.906250 Penalty: 2694.100342
	Iteration 14Q: 3 clusters Score -219003.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -219060.015625 Penalty: 2694.100342
	Iteration 15Q: 3 clusters Score -219060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -219119.593750 Penalty: 2694.100342
	Iteration 16Q: 3 clusters Score -219119.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -219172.187500 Penalty: 2694.100342
	Iteration 17Q: 3 clusters Score -219172.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -219219.000000 Penalty: 2694.100342
	Iteration 18Q: 3 clusters Score -219219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -219249.125000 Penalty: 2694.100342
	Iteration 19Q: 3 clusters Score -219249.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -219270.875000 Penalty: 2694.100342
	Iteration 20F: 3 clusters Score -219270.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -219288.343750 Penalty: 2694.100342
	Iteration 21Q: 3 clusters Score -219288.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -219301.859375 Penalty: 2694.100342
	Iteration 22Q: 3 clusters Score -219301.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -219309.687500 Penalty: 2694.100342
	Iteration 23Q: 3 clusters Score -219309.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -219315.265625 Penalty: 2694.100342
	Iteration 24Q: 3 clusters Score -219315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -219317.859375 Penalty: 2694.100342
	Iteration 25Q: 3 clusters Score -219317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -219321.812500 Penalty: 2694.100342
	Iteration 26Q: 3 clusters Score -219321.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -219325.609375 Penalty: 2694.100342
	Iteration 27Q: 3 clusters Score -219325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -219328.328125 Penalty: 2694.100342
	Iteration 28Q: 3 clusters Score -219328.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -219334.750000 Penalty: 2694.100342
	Iteration 29Q: 3 clusters Score -219334.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -219340.562500 Penalty: 2694.100342
	Iteration 30Q: 3 clusters Score -219340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -219342.671875 Penalty: 2694.100342
	Iteration 31Q: 3 clusters Score -219342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -219343.328125 Penalty: 2694.100342
	Iteration 32Q: 3 clusters Score -219343.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -219343.406250 Penalty: 2694.100342
	Iteration 33Q: 3 clusters Score -219343.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -219343.406250 Penalty: 2694.100342
	Iteration 34F: 3 clusters Score -219343.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Entering Unmasked Estep 
Score: -2934033.750000 Penalty: 1761.934570
	Iteration 0F: 2 clusters Score -2934034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2899776.500000 Penalty: 3523.869141
	Iteration 0F: 3 clusters Score -2899776 nChanged 24117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -2913620.000000 Penalty: 3523.869141
	Iteration 1F: 3 clusters Score -2913620 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2914374.500000 Penalty: 3523.869141
	Iteration 2Q: 3 clusters Score -2914374 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -2915299.750000 Penalty: 3523.869141
	Iteration 3Q: 3 clusters Score -2915300 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -2916536.000000 Penalty: 3523.869141
	Iteration 4F: 3 clusters Score -2916536 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -2918303.750000 Penalty: 3523.869141
	Iteration 5F: 3 clusters Score -2918304 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -2920830.250000 Penalty: 3523.869141
	Iteration 6F: 3 clusters Score -2920830 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -2923547.250000 Penalty: 3523.869141
	Iteration 7F: 3 clusters Score -2923547 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -2925409.500000 Penalty: 3523.869141
	Iteration 8F: 3 clusters Score -2925410 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -2926402.750000 Penalty: 3523.869141
	Iteration 9Q: 3 clusters Score -2926403 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -2926917.750000 Penalty: 3523.869141
	Iteration 10Q: 3 clusters Score -2926918 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -2927373.500000 Penalty: 3523.869141
	Iteration 11Q: 3 clusters Score -2927374 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -2927816.750000 Penalty: 3523.869141
	Iteration 12Q: 3 clusters Score -2927817 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -2928256.500000 Penalty: 3523.869141
	Iteration 13Q: 3 clusters Score -2928256 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -2928764.000000 Penalty: 3523.869141
	Iteration 14Q: 3 clusters Score -2928764 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -2929362.750000 Penalty: 3523.869141
	Iteration 15Q: 3 clusters Score -2929363 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -2930012.000000 Penalty: 3523.869141
	Iteration 16Q: 3 clusters Score -2930012 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -2930685.250000 Penalty: 3523.869141
	Iteration 17Q: 3 clusters Score -2930685 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -2931454.750000 Penalty: 3523.869141
	Iteration 18Q: 3 clusters Score -2931455 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -2932225.000000 Penalty: 3523.869141
	Iteration 19Q: 3 clusters Score -2932225 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -2933004.250000 Penalty: 3523.869141
	Iteration 20F: 3 clusters Score -2933004 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -2933513.000000 Penalty: 3523.869141
	Iteration 21Q: 3 clusters Score -2933513 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -2933758.000000 Penalty: 3523.869141
	Iteration 22Q: 3 clusters Score -2933758 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -2933906.750000 Penalty: 3523.869141
	Iteration 23Q: 3 clusters Score -2933907 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -2933990.750000 Penalty: 3523.869141
	Iteration 24Q: 3 clusters Score -2933991 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -2934059.500000 Penalty: 3523.869141
	Iteration 25Q: 3 clusters Score -2934060 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -2934087.250000 Penalty: 3523.869141
	Iteration 26Q: 3 clusters Score -2934087 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -2934116.250000 Penalty: 3523.869141
	Iteration 27Q: 3 clusters Score -2934116 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -2934130.250000 Penalty: 3523.869141
	Iteration 28Q: 3 clusters Score -2934130 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -2934143.000000 Penalty: 3523.869141
	Iteration 29Q: 3 clusters Score -2934143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -2934157.750000 Penalty: 3523.869141
	Iteration 30Q: 3 clusters Score -2934158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -2934157.000000 Penalty: 3523.869141
	Iteration 31Q: 3 clusters Score -2934157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -2934167.000000 Penalty: 3523.869141
	Iteration 32Q: 3 clusters Score -2934167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -2934168.500000 Penalty: 3523.869141
	Iteration 33Q: 3 clusters Score -2934168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -2934167.750000 Penalty: 3523.869141
	Iteration 34Q: 3 clusters Score -2934168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -2934173.500000 Penalty: 3523.869141
	Iteration 35Q: 3 clusters Score -2934174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -2934178.250000 Penalty: 3523.869141
	Iteration 36Q: 3 clusters Score -2934178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -2934178.500000 Penalty: 3523.869141
	Iteration 37Q: 3 clusters Score -2934178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -2934182.250000 Penalty: 3523.869141
	Iteration 38Q: 3 clusters Score -2934182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -2934181.250000 Penalty: 3523.869141
	Iteration 39Q: 3 clusters Score -2934181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -2934182.250000 Penalty: 3523.869141
	Iteration 40F: 3 clusters Score -2934182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -2934186.750000 Penalty: 3523.869141
	Iteration 41Q: 3 clusters Score -2934187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -2934183.000000 Penalty: 3523.869141
	Iteration 42Q: 3 clusters Score -2934183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -2934182.750000 Penalty: 3523.869141
	Iteration 43Q: 3 clusters Score -2934183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -2934180.500000 Penalty: 3523.869141
	Iteration 44Q: 3 clusters Score -2934180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -2934180.750000 Penalty: 3523.869141
	Iteration 45Q: 3 clusters Score -2934181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -2934182.250000 Penalty: 3523.869141
	Iteration 46Q: 3 clusters Score -2934182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -2934184.250000 Penalty: 3523.869141
	Iteration 47Q: 3 clusters Score -2934184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -2934183.250000 Penalty: 3523.869141
	Iteration 48Q: 3 clusters Score -2934183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -2934188.250000 Penalty: 3523.869141
	Iteration 49Q: 3 clusters Score -2934188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -2934183.500000 Penalty: 3523.869141
	Iteration 50Q: 3 clusters Score -2934184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -2934185.250000 Penalty: 3523.869141
	Iteration 51Q: 3 clusters Score -2934185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -2934188.500000 Penalty: 3523.869141
	Iteration 52Q: 3 clusters Score -2934188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -2934189.750000 Penalty: 3523.869141
	Iteration 53Q: 3 clusters Score -2934190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -2934186.500000 Penalty: 3523.869141
	Iteration 54Q: 3 clusters Score -2934186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -2934188.000000 Penalty: 3523.869141
	Iteration 55Q: 3 clusters Score -2934188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -2934185.250000 Penalty: 3523.869141
	Iteration 56Q: 3 clusters Score -2934185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -2934184.000000 Penalty: 3523.869141
	Iteration 57Q: 3 clusters Score -2934184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -2934186.750000 Penalty: 3523.869141
	Iteration 58Q: 3 clusters Score -2934187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -2934188.500000 Penalty: 3523.869141
	Iteration 59Q: 3 clusters Score -2934188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -2934185.500000 Penalty: 3523.869141
	Iteration 60F: 3 clusters Score -2934186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -2934187.000000 Penalty: 3523.869141
	Iteration 61Q: 3 clusters Score -2934187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -2934184.750000 Penalty: 3523.869141
	Iteration 62Q: 3 clusters Score -2934185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -2934184.750000 Penalty: 3523.869141
	Iteration 63F: 3 clusters Score -2934185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 107066 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 145960 members 
Mstep: Class 12 contains 48130 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 6369 members 
Mstep: Class 15 contains 93247 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 25913 members 
Mstep: Class 20 contains 36938 members 
Mstep: Class 21 contains 5256 members 
Mstep: Class 22 contains 11488 members 
Mstep: Class 23 contains 3714 members 
Mstep: Class 24 contains 44789 members 
Entering Unmasked Estep 
Score: -34124180.000000 Penalty: 52038.320312
Splitting cluster 14 changes total score from -34123880.000000 to -34124180.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (93247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Entering Unmasked Estep 
Score: -5455148.000000 Penalty: 1859.488770
	Iteration 0F: 2 clusters Score -5455148 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 46773 members 
Entering Unmasked Estep 
Score: -5392642.000000 Penalty: 3718.977539
	Iteration 0F: 3 clusters Score -5392642 nChanged 44738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -5419146.000000 Penalty: 3718.977539
	Iteration 1F: 3 clusters Score -5419146 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -5420073.000000 Penalty: 3718.977539
	Iteration 2Q: 3 clusters Score -5420073 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -5421285.500000 Penalty: 3718.977539
	Iteration 3Q: 3 clusters Score -5421286 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -5423145.500000 Penalty: 3718.977539
	Iteration 4Q: 3 clusters Score -5423146 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -5426025.500000 Penalty: 3718.977539
	Iteration 5F: 3 clusters Score -5426026 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -5430566.000000 Penalty: 3718.977539
	Iteration 6F: 3 clusters Score -5430566 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -5436347.500000 Penalty: 3718.977539
	Iteration 7F: 3 clusters Score -5436348 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -5442245.000000 Penalty: 3718.977539
	Iteration 8F: 3 clusters Score -5442245 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -5447103.500000 Penalty: 3718.977539
	Iteration 9F: 3 clusters Score -5447104 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -5450631.500000 Penalty: 3718.977539
	Iteration 10Q: 3 clusters Score -5450632 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -5452764.500000 Penalty: 3718.977539
	Iteration 11Q: 3 clusters Score -5452764 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -5453770.500000 Penalty: 3718.977539
	Iteration 12Q: 3 clusters Score -5453770 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 90692 members 
Entering Unmasked Estep 
Score: -5454206.000000 Penalty: 3718.977539
	Iteration 13Q: 3 clusters Score -5454206 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -5454414.000000 Penalty: 3718.977539
	Iteration 14Q: 3 clusters Score -5454414 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -5454509.500000 Penalty: 3718.977539
	Iteration 15Q: 3 clusters Score -5454510 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -5454555.500000 Penalty: 3718.977539
	Iteration 16Q: 3 clusters Score -5454556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 91021 members 
Entering Unmasked Estep 
Score: -5454560.000000 Penalty: 3718.977539
	Iteration 17Q: 3 clusters Score -5454560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -5454598.000000 Penalty: 3718.977539
	Iteration 18Q: 3 clusters Score -5454598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -5454614.000000 Penalty: 3718.977539
	Iteration 19Q: 3 clusters Score -5454614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -5454613.500000 Penalty: 3718.977539
	Iteration 20F: 3 clusters Score -5454614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -5454624.000000 Penalty: 3718.977539
	Iteration 21Q: 3 clusters Score -5454624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -5454637.000000 Penalty: 3718.977539
	Iteration 22Q: 3 clusters Score -5454637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -5454643.500000 Penalty: 3718.977539
	Iteration 23Q: 3 clusters Score -5454644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -5454644.000000 Penalty: 3718.977539
	Iteration 24Q: 3 clusters Score -5454644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -5454630.500000 Penalty: 3718.977539
	Iteration 25Q: 3 clusters Score -5454630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -5454640.500000 Penalty: 3718.977539
	Iteration 26Q: 3 clusters Score -5454640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -5454641.000000 Penalty: 3718.977539
	Iteration 27Q: 3 clusters Score -5454641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -5454641.000000 Penalty: 3718.977539
	Iteration 28Q: 3 clusters Score -5454641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -5454647.000000 Penalty: 3718.977539
	Iteration 29Q: 3 clusters Score -5454647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -5454647.500000 Penalty: 3718.977539
	Iteration 30Q: 3 clusters Score -5454648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -5454653.500000 Penalty: 3718.977539
	Iteration 31Q: 3 clusters Score -5454654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -5454659.500000 Penalty: 3718.977539
	Iteration 32Q: 3 clusters Score -5454660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -5454673.500000 Penalty: 3718.977539
	Iteration 33Q: 3 clusters Score -5454674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -5454670.500000 Penalty: 3718.977539
	Iteration 34Q: 3 clusters Score -5454670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -5454669.000000 Penalty: 3718.977539
	Iteration 35Q: 3 clusters Score -5454669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 91136 members 
Entering Unmasked Estep 
Score: -5454675.000000 Penalty: 3718.977539
	Iteration 36Q: 3 clusters Score -5454675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 91136 members 
Entering Unmasked Estep 
Score: -5454669.500000 Penalty: 3718.977539
	Iteration 37Q: 3 clusters Score -5454670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -5454673.000000 Penalty: 3718.977539
	Iteration 38Q: 3 clusters Score -5454673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -5454673.000000 Penalty: 3718.977539
	Iteration 39F: 3 clusters Score -5454673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Entering Unmasked Estep 
Score: -434179.437500 Penalty: 1462.398071
	Iteration 0F: 2 clusters Score -434179.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -428270.437500 Penalty: 2924.796143
	Iteration 0F: 3 clusters Score -428270.4 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -430163.781250 Penalty: 2924.796143
	Iteration 1F: 3 clusters Score -430163.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -430534.531250 Penalty: 2924.796143
	Iteration 2F: 3 clusters Score -430534.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -430939.812500 Penalty: 2924.796143
	Iteration 3F: 3 clusters Score -430939.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -431363.062500 Penalty: 2924.796143
	Iteration 4F: 3 clusters Score -431363.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -431764.000000 Penalty: 2924.796143
	Iteration 5F: 3 clusters Score -431764 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -432123.281250 Penalty: 2924.796143
	Iteration 6F: 3 clusters Score -432123.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -432479.437500 Penalty: 2924.796143
	Iteration 7F: 3 clusters Score -432479.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -432788.718750 Penalty: 2924.796143
	Iteration 8Q: 3 clusters Score -432788.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -433107.406250 Penalty: 2924.796143
	Iteration 9Q: 3 clusters Score -433107.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -433385.375000 Penalty: 2924.796143
	Iteration 10Q: 3 clusters Score -433385.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -433609.843750 Penalty: 2924.796143
	Iteration 11Q: 3 clusters Score -433609.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -433756.781250 Penalty: 2924.796143
	Iteration 12Q: 3 clusters Score -433756.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -433872.843750 Penalty: 2924.796143
	Iteration 13Q: 3 clusters Score -433872.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -433950.750000 Penalty: 2924.796143
	Iteration 14Q: 3 clusters Score -433950.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -434007.000000 Penalty: 2924.796143
	Iteration 15Q: 3 clusters Score -434007 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -434050.093750 Penalty: 2924.796143
	Iteration 16Q: 3 clusters Score -434050.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -434081.093750 Penalty: 2924.796143
	Iteration 17Q: 3 clusters Score -434081.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -434098.218750 Penalty: 2924.796143
	Iteration 18Q: 3 clusters Score -434098.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -434109.093750 Penalty: 2924.796143
	Iteration 19Q: 3 clusters Score -434109.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -434118.281250 Penalty: 2924.796143
	Iteration 20F: 3 clusters Score -434118.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -434124.781250 Penalty: 2924.796143
	Iteration 21Q: 3 clusters Score -434124.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -434128.937500 Penalty: 2924.796143
	Iteration 22Q: 3 clusters Score -434128.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -434130.218750 Penalty: 2924.796143
	Iteration 23Q: 3 clusters Score -434130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -434132.281250 Penalty: 2924.796143
	Iteration 24Q: 3 clusters Score -434132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -434133.000000 Penalty: 2924.796143
	Iteration 25Q: 3 clusters Score -434133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -434135.093750 Penalty: 2924.796143
	Iteration 26Q: 3 clusters Score -434135.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -434136.687500 Penalty: 2924.796143
	Iteration 27Q: 3 clusters Score -434136.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -434136.812500 Penalty: 2924.796143
	Iteration 28Q: 3 clusters Score -434136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -434138.562500 Penalty: 2924.796143
	Iteration 29Q: 3 clusters Score -434138.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -434138.937500 Penalty: 2924.796143
	Iteration 30Q: 3 clusters Score -434138.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -434140.093750 Penalty: 2924.796143
	Iteration 31Q: 3 clusters Score -434140.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -434143.000000 Penalty: 2924.796143
	Iteration 32Q: 3 clusters Score -434143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -434145.187500 Penalty: 2924.796143
	Iteration 33Q: 3 clusters Score -434145.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -434148.531250 Penalty: 2924.796143
	Iteration 34Q: 3 clusters Score -434148.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -434149.062500 Penalty: 2924.796143
	Iteration 35Q: 3 clusters Score -434149.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -434151.875000 Penalty: 2924.796143
	Iteration 36Q: 3 clusters Score -434151.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -434153.562500 Penalty: 2924.796143
	Iteration 37Q: 3 clusters Score -434153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -434153.843750 Penalty: 2924.796143
	Iteration 38Q: 3 clusters Score -434153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -434152.468750 Penalty: 2924.796143
	Iteration 39Q: 3 clusters Score -434152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -434154.062500 Penalty: 2924.796143
	Iteration 40F: 3 clusters Score -434154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -434154.062500 Penalty: 2924.796143
	Iteration 41Q: 3 clusters Score -434154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -434155.125000 Penalty: 2924.796143
	Iteration 42Q: 3 clusters Score -434155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -434154.468750 Penalty: 2924.796143
	Iteration 43Q: 3 clusters Score -434154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -434153.906250 Penalty: 2924.796143
	Iteration 44Q: 3 clusters Score -434153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -434155.906250 Penalty: 2924.796143
	Iteration 45Q: 3 clusters Score -434155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -434156.281250 Penalty: 2924.796143
	Iteration 46Q: 3 clusters Score -434156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -434156.281250 Penalty: 2924.796143
	Iteration 47F: 3 clusters Score -434156.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Entering Unmasked Estep 
Score: -1433820.375000 Penalty: 1651.406372
	Iteration 0F: 2 clusters Score -1433820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1416300.000000 Penalty: 3302.812744
	Iteration 0F: 3 clusters Score -1416300 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1423040.250000 Penalty: 3302.812744
	Iteration 1F: 3 clusters Score -1423040 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1423541.875000 Penalty: 3302.812744
	Iteration 2Q: 3 clusters Score -1423542 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1424287.375000 Penalty: 3302.812744
	Iteration 3Q: 3 clusters Score -1424287 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1425439.125000 Penalty: 3302.812744
	Iteration 4F: 3 clusters Score -1425439 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1426812.250000 Penalty: 3302.812744
	Iteration 5F: 3 clusters Score -1426812 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1428114.375000 Penalty: 3302.812744
	Iteration 6F: 3 clusters Score -1428114 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1429335.375000 Penalty: 3302.812744
	Iteration 7F: 3 clusters Score -1429335 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1430511.125000 Penalty: 3302.812744
	Iteration 8F: 3 clusters Score -1430511 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1431493.875000 Penalty: 3302.812744
	Iteration 9F: 3 clusters Score -1431494 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1432169.750000 Penalty: 3302.812744
	Iteration 10Q: 3 clusters Score -1432170 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1432574.000000 Penalty: 3302.812744
	Iteration 11Q: 3 clusters Score -1432574 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1432819.625000 Penalty: 3302.812744
	Iteration 12Q: 3 clusters Score -1432820 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1432964.375000 Penalty: 3302.812744
	Iteration 13Q: 3 clusters Score -1432964 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1433057.250000 Penalty: 3302.812744
	Iteration 14Q: 3 clusters Score -1433057 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1433125.250000 Penalty: 3302.812744
	Iteration 15Q: 3 clusters Score -1433125 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1433162.750000 Penalty: 3302.812744
	Iteration 16Q: 3 clusters Score -1433163 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1433203.500000 Penalty: 3302.812744
	Iteration 17Q: 3 clusters Score -1433204 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1433245.875000 Penalty: 3302.812744
	Iteration 18Q: 3 clusters Score -1433246 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1433274.000000 Penalty: 3302.812744
	Iteration 19Q: 3 clusters Score -1433274 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1433311.375000 Penalty: 3302.812744
	Iteration 20F: 3 clusters Score -1433311 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1433362.250000 Penalty: 3302.812744
	Iteration 21Q: 3 clusters Score -1433362 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1433412.125000 Penalty: 3302.812744
	Iteration 22Q: 3 clusters Score -1433412 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1433485.125000 Penalty: 3302.812744
	Iteration 23Q: 3 clusters Score -1433485 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1433564.125000 Penalty: 3302.812744
	Iteration 24Q: 3 clusters Score -1433564 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1433658.750000 Penalty: 3302.812744
	Iteration 25Q: 3 clusters Score -1433659 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1433763.625000 Penalty: 3302.812744
	Iteration 26Q: 3 clusters Score -1433764 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1433872.000000 Penalty: 3302.812744
	Iteration 27Q: 3 clusters Score -1433872 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1433965.125000 Penalty: 3302.812744
	Iteration 28Q: 3 clusters Score -1433965 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1434058.875000 Penalty: 3302.812744
	Iteration 29Q: 3 clusters Score -1434059 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1434136.500000 Penalty: 3302.812744
	Iteration 30Q: 3 clusters Score -1434136 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1434200.250000 Penalty: 3302.812744
	Iteration 31Q: 3 clusters Score -1434200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1434244.250000 Penalty: 3302.812744
	Iteration 32Q: 3 clusters Score -1434244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1434298.750000 Penalty: 3302.812744
	Iteration 33Q: 3 clusters Score -1434299 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1434337.125000 Penalty: 3302.812744
	Iteration 34Q: 3 clusters Score -1434337 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1434372.750000 Penalty: 3302.812744
	Iteration 35Q: 3 clusters Score -1434373 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1434415.750000 Penalty: 3302.812744
	Iteration 36Q: 3 clusters Score -1434416 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1434457.125000 Penalty: 3302.812744
	Iteration 37Q: 3 clusters Score -1434457 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1434481.500000 Penalty: 3302.812744
	Iteration 38Q: 3 clusters Score -1434482 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1434514.500000 Penalty: 3302.812744
	Iteration 39Q: 3 clusters Score -1434514 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1434533.875000 Penalty: 3302.812744
	Iteration 40F: 3 clusters Score -1434534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1434553.625000 Penalty: 3302.812744
	Iteration 41Q: 3 clusters Score -1434554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1434562.875000 Penalty: 3302.812744
	Iteration 42Q: 3 clusters Score -1434563 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1434573.250000 Penalty: 3302.812744
	Iteration 43Q: 3 clusters Score -1434573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1434582.125000 Penalty: 3302.812744
	Iteration 44Q: 3 clusters Score -1434582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1434592.125000 Penalty: 3302.812744
	Iteration 45Q: 3 clusters Score -1434592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1434602.625000 Penalty: 3302.812744
	Iteration 46Q: 3 clusters Score -1434603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1434610.875000 Penalty: 3302.812744
	Iteration 47Q: 3 clusters Score -1434611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1434612.125000 Penalty: 3302.812744
	Iteration 48Q: 3 clusters Score -1434612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1434621.375000 Penalty: 3302.812744
	Iteration 49Q: 3 clusters Score -1434621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1434622.375000 Penalty: 3302.812744
	Iteration 50Q: 3 clusters Score -1434622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1434634.125000 Penalty: 3302.812744
	Iteration 51Q: 3 clusters Score -1434634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1434640.750000 Penalty: 3302.812744
	Iteration 52Q: 3 clusters Score -1434641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1434653.125000 Penalty: 3302.812744
	Iteration 53Q: 3 clusters Score -1434653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1434664.000000 Penalty: 3302.812744
	Iteration 54Q: 3 clusters Score -1434664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1434670.500000 Penalty: 3302.812744
	Iteration 55Q: 3 clusters Score -1434670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1434694.000000 Penalty: 3302.812744
	Iteration 56Q: 3 clusters Score -1434694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1434708.375000 Penalty: 3302.812744
	Iteration 57Q: 3 clusters Score -1434708 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1434722.500000 Penalty: 3302.812744
	Iteration 58Q: 3 clusters Score -1434722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1434731.125000 Penalty: 3302.812744
	Iteration 59Q: 3 clusters Score -1434731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1434741.625000 Penalty: 3302.812744
	Iteration 60F: 3 clusters Score -1434742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -1434755.500000 Penalty: 3302.812744
	Iteration 61Q: 3 clusters Score -1434756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1434756.875000 Penalty: 3302.812744
	Iteration 62Q: 3 clusters Score -1434757 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1434764.750000 Penalty: 3302.812744
	Iteration 63Q: 3 clusters Score -1434765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1434767.875000 Penalty: 3302.812744
	Iteration 64Q: 3 clusters Score -1434768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1434771.250000 Penalty: 3302.812744
	Iteration 65Q: 3 clusters Score -1434771 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1434781.625000 Penalty: 3302.812744
	Iteration 66Q: 3 clusters Score -1434782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1434789.125000 Penalty: 3302.812744
	Iteration 67Q: 3 clusters Score -1434789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1434795.125000 Penalty: 3302.812744
	Iteration 68Q: 3 clusters Score -1434795 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1434807.000000 Penalty: 3302.812744
	Iteration 69Q: 3 clusters Score -1434807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1434818.750000 Penalty: 3302.812744
	Iteration 70Q: 3 clusters Score -1434819 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1434834.250000 Penalty: 3302.812744
	Iteration 71Q: 3 clusters Score -1434834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1434846.750000 Penalty: 3302.812744
	Iteration 72Q: 3 clusters Score -1434847 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1434851.250000 Penalty: 3302.812744
	Iteration 73Q: 3 clusters Score -1434851 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1434860.250000 Penalty: 3302.812744
	Iteration 74Q: 3 clusters Score -1434860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1434869.875000 Penalty: 3302.812744
	Iteration 75Q: 3 clusters Score -1434870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1434877.125000 Penalty: 3302.812744
	Iteration 76Q: 3 clusters Score -1434877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1434890.875000 Penalty: 3302.812744
	Iteration 77Q: 3 clusters Score -1434891 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1434897.875000 Penalty: 3302.812744
	Iteration 78Q: 3 clusters Score -1434898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1434904.750000 Penalty: 3302.812744
	Iteration 79Q: 3 clusters Score -1434905 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1434920.625000 Penalty: 3302.812744
	Iteration 80F: 3 clusters Score -1434921 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -1434930.250000 Penalty: 3302.812744
	Iteration 81Q: 3 clusters Score -1434930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -1434950.125000 Penalty: 3302.812744
	Iteration 82Q: 3 clusters Score -1434950 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1434973.000000 Penalty: 3302.812744
	Iteration 83Q: 3 clusters Score -1434973 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -1434988.500000 Penalty: 3302.812744
	Iteration 84Q: 3 clusters Score -1434988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1435001.875000 Penalty: 3302.812744
	Iteration 85Q: 3 clusters Score -1435002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -1435016.125000 Penalty: 3302.812744
	Iteration 86Q: 3 clusters Score -1435016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -1435033.250000 Penalty: 3302.812744
	Iteration 87Q: 3 clusters Score -1435033 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -1435039.375000 Penalty: 3302.812744
	Iteration 88Q: 3 clusters Score -1435039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -1435056.000000 Penalty: 3302.812744
	Iteration 89Q: 3 clusters Score -1435056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -1435062.000000 Penalty: 3302.812744
	Iteration 90Q: 3 clusters Score -1435062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1435078.125000 Penalty: 3302.812744
	Iteration 91Q: 3 clusters Score -1435078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1435085.125000 Penalty: 3302.812744
	Iteration 92Q: 3 clusters Score -1435085 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1435101.250000 Penalty: 3302.812744
	Iteration 93Q: 3 clusters Score -1435101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1435103.750000 Penalty: 3302.812744
	Iteration 94Q: 3 clusters Score -1435104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -1435113.375000 Penalty: 3302.812744
	Iteration 95Q: 3 clusters Score -1435113 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1435129.000000 Penalty: 3302.812744
	Iteration 96Q: 3 clusters Score -1435129 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -1435151.250000 Penalty: 3302.812744
	Iteration 97Q: 3 clusters Score -1435151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1435164.875000 Penalty: 3302.812744
	Iteration 98Q: 3 clusters Score -1435165 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1435195.375000 Penalty: 3302.812744
	Iteration 99Q: 3 clusters Score -1435195 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1435207.875000 Penalty: 3302.812744
	Iteration 100F: 3 clusters Score -1435208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1435235.750000 Penalty: 3302.812744
	Iteration 101Q: 3 clusters Score -1435236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -1435247.375000 Penalty: 3302.812744
	Iteration 102Q: 3 clusters Score -1435247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -1435262.250000 Penalty: 3302.812744
	Iteration 103Q: 3 clusters Score -1435262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1435275.750000 Penalty: 3302.812744
	Iteration 104Q: 3 clusters Score -1435276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -1435274.000000 Penalty: 3302.812744
	Iteration 105Q: 3 clusters Score -1435274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -1435277.875000 Penalty: 3302.812744
	Iteration 106Q: 3 clusters Score -1435278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -1435290.375000 Penalty: 3302.812744
	Iteration 107Q: 3 clusters Score -1435290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1435296.125000 Penalty: 3302.812744
	Iteration 108Q: 3 clusters Score -1435296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -1435301.625000 Penalty: 3302.812744
	Iteration 109Q: 3 clusters Score -1435302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -1435305.000000 Penalty: 3302.812744
	Iteration 110Q: 3 clusters Score -1435305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1435314.000000 Penalty: 3302.812744
	Iteration 111Q: 3 clusters Score -1435314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -1435316.375000 Penalty: 3302.812744
	Iteration 112Q: 3 clusters Score -1435316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -1435319.750000 Penalty: 3302.812744
	Iteration 113Q: 3 clusters Score -1435320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -1435326.000000 Penalty: 3302.812744
	Iteration 114Q: 3 clusters Score -1435326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1435328.375000 Penalty: 3302.812744
	Iteration 115Q: 3 clusters Score -1435328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -1435335.750000 Penalty: 3302.812744
	Iteration 116Q: 3 clusters Score -1435336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -1435338.125000 Penalty: 3302.812744
	Iteration 117Q: 3 clusters Score -1435338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -1435343.875000 Penalty: 3302.812744
	Iteration 118Q: 3 clusters Score -1435344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -1435352.625000 Penalty: 3302.812744
	Iteration 119Q: 3 clusters Score -1435353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -1435357.125000 Penalty: 3302.812744
	Iteration 120F: 3 clusters Score -1435357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -1435357.500000 Penalty: 3302.812744
	Iteration 121Q: 3 clusters Score -1435358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -1435362.875000 Penalty: 3302.812744
	Iteration 122Q: 3 clusters Score -1435363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -1435365.500000 Penalty: 3302.812744
	Iteration 123Q: 3 clusters Score -1435366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -1435362.000000 Penalty: 3302.812744
	Iteration 124Q: 3 clusters Score -1435362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -1435368.375000 Penalty: 3302.812744
	Iteration 125Q: 3 clusters Score -1435368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -1435370.625000 Penalty: 3302.812744
	Iteration 126Q: 3 clusters Score -1435371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -1435370.250000 Penalty: 3302.812744
	Iteration 127Q: 3 clusters Score -1435370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -1435371.875000 Penalty: 3302.812744
	Iteration 128Q: 3 clusters Score -1435372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -1435372.000000 Penalty: 3302.812744
	Iteration 129Q: 3 clusters Score -1435372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -1435370.875000 Penalty: 3302.812744
	Iteration 130Q: 3 clusters Score -1435371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -1435371.250000 Penalty: 3302.812744
	Iteration 131Q: 3 clusters Score -1435371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -1435371.000000 Penalty: 3302.812744
	Iteration 132Q: 3 clusters Score -1435371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -1435371.750000 Penalty: 3302.812744
	Iteration 133Q: 3 clusters Score -1435372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -1435369.125000 Penalty: 3302.812744
	Iteration 134Q: 3 clusters Score -1435369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -1435369.375000 Penalty: 3302.812744
	Iteration 135Q: 3 clusters Score -1435369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -1435367.625000 Penalty: 3302.812744
	Iteration 136Q: 3 clusters Score -1435368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -1435372.125000 Penalty: 3302.812744
	Iteration 137Q: 3 clusters Score -1435372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -1435370.625000 Penalty: 3302.812744
	Iteration 138Q: 3 clusters Score -1435371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -1435376.375000 Penalty: 3302.812744
	Iteration 139Q: 3 clusters Score -1435376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -1435375.625000 Penalty: 3302.812744
	Iteration 140F: 3 clusters Score -1435376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -1435376.750000 Penalty: 3302.812744
	Iteration 141Q: 3 clusters Score -1435377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -1435373.500000 Penalty: 3302.812744
	Iteration 142Q: 3 clusters Score -1435374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -1435377.250000 Penalty: 3302.812744
	Iteration 143Q: 3 clusters Score -1435377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -1435375.000000 Penalty: 3302.812744
	Iteration 144Q: 3 clusters Score -1435375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -1435376.875000 Penalty: 3302.812744
	Iteration 145Q: 3 clusters Score -1435377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -1435376.875000 Penalty: 3302.812744
	Iteration 146Q: 3 clusters Score -1435377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1435376.750000 Penalty: 3302.812744
	Iteration 147Q: 3 clusters Score -1435377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -1435376.875000 Penalty: 3302.812744
	Iteration 148Q: 3 clusters Score -1435377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -1435377.000000 Penalty: 3302.812744
	Iteration 149Q: 3 clusters Score -1435377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -1435374.875000 Penalty: 3302.812744
	Iteration 150Q: 3 clusters Score -1435375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1435375.000000 Penalty: 3302.812744
	Iteration 151Q: 3 clusters Score -1435375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -1435376.125000 Penalty: 3302.812744
	Iteration 152Q: 3 clusters Score -1435376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1435377.875000 Penalty: 3302.812744
	Iteration 153Q: 3 clusters Score -1435378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1435377.875000 Penalty: 3302.812744
	Iteration 154F: 3 clusters Score -1435378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 107066 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 145960 members 
Mstep: Class 12 contains 48130 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 6369 members 
Mstep: Class 15 contains 93247 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 4812 members 
Mstep: Class 20 contains 36938 members 
Mstep: Class 21 contains 5256 members 
Mstep: Class 22 contains 11488 members 
Mstep: Class 23 contains 3714 members 
Mstep: Class 24 contains 44789 members 
Mstep: Class 25 contains 21101 members 
Entering Unmasked Estep 
Score: -34125096.000000 Penalty: 54206.582031
Splitting cluster 19 changes total score from -34123880.000000 to -34125096.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (36938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Entering Unmasked Estep 
Score: -2167293.250000 Penalty: 1709.011963
	Iteration 0F: 2 clusters Score -2167293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2142581.000000 Penalty: 3418.023926
	Iteration 0F: 3 clusters Score -2142581 nChanged 17018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2151929.000000 Penalty: 3418.023926
	Iteration 1F: 3 clusters Score -2151929 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2152447.000000 Penalty: 3418.023926
	Iteration 2Q: 3 clusters Score -2152447 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2153084.500000 Penalty: 3418.023926
	Iteration 3Q: 3 clusters Score -2153084 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2153940.250000 Penalty: 3418.023926
	Iteration 4Q: 3 clusters Score -2153940 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -2155259.000000 Penalty: 3418.023926
	Iteration 5F: 3 clusters Score -2155259 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -2157234.500000 Penalty: 3418.023926
	Iteration 6F: 3 clusters Score -2157234 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -2159831.750000 Penalty: 3418.023926
	Iteration 7F: 3 clusters Score -2159832 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -2162329.750000 Penalty: 3418.023926
	Iteration 8F: 3 clusters Score -2162330 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -2164057.500000 Penalty: 3418.023926
	Iteration 9F: 3 clusters Score -2164058 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -2164971.250000 Penalty: 3418.023926
	Iteration 10Q: 3 clusters Score -2164971 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -2165392.500000 Penalty: 3418.023926
	Iteration 11Q: 3 clusters Score -2165392 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -2165590.250000 Penalty: 3418.023926
	Iteration 12Q: 3 clusters Score -2165590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -2165697.500000 Penalty: 3418.023926
	Iteration 13Q: 3 clusters Score -2165698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -2165743.750000 Penalty: 3418.023926
	Iteration 14Q: 3 clusters Score -2165744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -2165764.500000 Penalty: 3418.023926
	Iteration 15Q: 3 clusters Score -2165764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -2165780.250000 Penalty: 3418.023926
	Iteration 16Q: 3 clusters Score -2165780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -2165786.750000 Penalty: 3418.023926
	Iteration 17Q: 3 clusters Score -2165787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -2165795.250000 Penalty: 3418.023926
	Iteration 18Q: 3 clusters Score -2165795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -2165805.000000 Penalty: 3418.023926
	Iteration 19Q: 3 clusters Score -2165805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -2165806.000000 Penalty: 3418.023926
	Iteration 20F: 3 clusters Score -2165806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Entering Unmasked Estep 
Score: -233462.125000 Penalty: 1392.157837
	Iteration 0F: 2 clusters Score -233462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -229360.156250 Penalty: 2784.315674
	Iteration 0F: 3 clusters Score -229360.2 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -230718.171875 Penalty: 2784.315674
	Iteration 1F: 3 clusters Score -230718.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -231302.531250 Penalty: 2784.315674
	Iteration 2F: 3 clusters Score -231302.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -232033.093750 Penalty: 2784.315674
	Iteration 3F: 3 clusters Score -232033.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -232603.562500 Penalty: 2784.315674
	Iteration 4F: 3 clusters Score -232603.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -233020.625000 Penalty: 2784.315674
	Iteration 5F: 3 clusters Score -233020.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -233376.890625 Penalty: 2784.315674
	Iteration 6F: 3 clusters Score -233376.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -233667.906250 Penalty: 2784.315674
	Iteration 7F: 3 clusters Score -233667.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -233924.515625 Penalty: 2784.315674
	Iteration 8Q: 3 clusters Score -233924.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -234245.093750 Penalty: 2784.315674
	Iteration 9Q: 3 clusters Score -234245.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -234553.171875 Penalty: 2784.315674
	Iteration 10Q: 3 clusters Score -234553.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -234785.578125 Penalty: 2784.315674
	Iteration 11Q: 3 clusters Score -234785.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -234991.609375 Penalty: 2784.315674
	Iteration 12Q: 3 clusters Score -234991.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -235184.890625 Penalty: 2784.315674
	Iteration 13Q: 3 clusters Score -235184.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -235346.312500 Penalty: 2784.315674
	Iteration 14Q: 3 clusters Score -235346.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -235450.875000 Penalty: 2784.315674
	Iteration 15Q: 3 clusters Score -235450.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -235519.046875 Penalty: 2784.315674
	Iteration 16Q: 3 clusters Score -235519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -235546.265625 Penalty: 2784.315674
	Iteration 17Q: 3 clusters Score -235546.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -235564.687500 Penalty: 2784.315674
	Iteration 18Q: 3 clusters Score -235564.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -235579.546875 Penalty: 2784.315674
	Iteration 19Q: 3 clusters Score -235579.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -235592.171875 Penalty: 2784.315674
	Iteration 20F: 3 clusters Score -235592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -235599.531250 Penalty: 2784.315674
	Iteration 21Q: 3 clusters Score -235599.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -235604.312500 Penalty: 2784.315674
	Iteration 22Q: 3 clusters Score -235604.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -235608.671875 Penalty: 2784.315674
	Iteration 23Q: 3 clusters Score -235608.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -235611.500000 Penalty: 2784.315674
	Iteration 24Q: 3 clusters Score -235611.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -235615.203125 Penalty: 2784.315674
	Iteration 25Q: 3 clusters Score -235615.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -235619.046875 Penalty: 2784.315674
	Iteration 26Q: 3 clusters Score -235619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -235621.781250 Penalty: 2784.315674
	Iteration 27Q: 3 clusters Score -235621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -235623.734375 Penalty: 2784.315674
	Iteration 28Q: 3 clusters Score -235623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -235624.343750 Penalty: 2784.315674
	Iteration 29Q: 3 clusters Score -235624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -235625.296875 Penalty: 2784.315674
	Iteration 30Q: 3 clusters Score -235625.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -235625.656250 Penalty: 2784.315674
	Iteration 31Q: 3 clusters Score -235625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -235625.656250 Penalty: 2784.315674
	Iteration 32F: 3 clusters Score -235625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 107066 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 145960 members 
Mstep: Class 12 contains 48130 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 6369 members 
Mstep: Class 15 contains 93247 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 4812 members 
Mstep: Class 20 contains 36938 members 
Mstep: Class 21 contains 4137 members 
Mstep: Class 22 contains 11488 members 
Mstep: Class 23 contains 3714 members 
Mstep: Class 24 contains 44789 members 
Mstep: Class 25 contains 21101 members 
Mstep: Class 26 contains 1119 members 
Entering Unmasked Estep 
Score: -34126420.000000 Penalty: 56374.843750
Splitting cluster 21 changes total score from -34123880.000000 to -34126420.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (11488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Entering Unmasked Estep 
Score: -610789.062500 Penalty: 1519.221924
	Iteration 0F: 2 clusters Score -610789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -602697.437500 Penalty: 3038.443848
	Iteration 0F: 3 clusters Score -602697.4 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -605585.375000 Penalty: 3038.443848
	Iteration 1F: 3 clusters Score -605585.4 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -606206.500000 Penalty: 3038.443848
	Iteration 2F: 3 clusters Score -606206.5 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -606818.187500 Penalty: 3038.443848
	Iteration 3F: 3 clusters Score -606818.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -607395.312500 Penalty: 3038.443848
	Iteration 4F: 3 clusters Score -607395.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -607903.937500 Penalty: 3038.443848
	Iteration 5F: 3 clusters Score -607903.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -608323.125000 Penalty: 3038.443848
	Iteration 6Q: 3 clusters Score -608323.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -608690.125000 Penalty: 3038.443848
	Iteration 7Q: 3 clusters Score -608690.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -608958.812500 Penalty: 3038.443848
	Iteration 8Q: 3 clusters Score -608958.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -609137.937500 Penalty: 3038.443848
	Iteration 9Q: 3 clusters Score -609137.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -609267.187500 Penalty: 3038.443848
	Iteration 10Q: 3 clusters Score -609267.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -609372.625000 Penalty: 3038.443848
	Iteration 11Q: 3 clusters Score -609372.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -609458.812500 Penalty: 3038.443848
	Iteration 12Q: 3 clusters Score -609458.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -609518.937500 Penalty: 3038.443848
	Iteration 13Q: 3 clusters Score -609518.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -609555.750000 Penalty: 3038.443848
	Iteration 14Q: 3 clusters Score -609555.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -609592.187500 Penalty: 3038.443848
	Iteration 15Q: 3 clusters Score -609592.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -609617.500000 Penalty: 3038.443848
	Iteration 16Q: 3 clusters Score -609617.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -609637.250000 Penalty: 3038.443848
	Iteration 17Q: 3 clusters Score -609637.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -609648.937500 Penalty: 3038.443848
	Iteration 18Q: 3 clusters Score -609648.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -609655.375000 Penalty: 3038.443848
	Iteration 19Q: 3 clusters Score -609655.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -609663.375000 Penalty: 3038.443848
	Iteration 20F: 3 clusters Score -609663.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -609677.312500 Penalty: 3038.443848
	Iteration 21Q: 3 clusters Score -609677.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -609690.500000 Penalty: 3038.443848
	Iteration 22Q: 3 clusters Score -609690.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -609699.812500 Penalty: 3038.443848
	Iteration 23Q: 3 clusters Score -609699.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -609711.437500 Penalty: 3038.443848
	Iteration 24Q: 3 clusters Score -609711.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -609715.125000 Penalty: 3038.443848
	Iteration 25Q: 3 clusters Score -609715.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -609721.437500 Penalty: 3038.443848
	Iteration 26Q: 3 clusters Score -609721.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -609729.812500 Penalty: 3038.443848
	Iteration 27Q: 3 clusters Score -609729.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -609736.187500 Penalty: 3038.443848
	Iteration 28Q: 3 clusters Score -609736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -609738.187500 Penalty: 3038.443848
	Iteration 29Q: 3 clusters Score -609738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -609738.687500 Penalty: 3038.443848
	Iteration 30Q: 3 clusters Score -609738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -609741.000000 Penalty: 3038.443848
	Iteration 31Q: 3 clusters Score -609741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -609739.875000 Penalty: 3038.443848
	Iteration 32Q: 3 clusters Score -609739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -609741.500000 Penalty: 3038.443848
	Iteration 33Q: 3 clusters Score -609741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -609744.000000 Penalty: 3038.443848
	Iteration 34Q: 3 clusters Score -609744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -609743.937500 Penalty: 3038.443848
	Iteration 35Q: 3 clusters Score -609743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -609743.937500 Penalty: 3038.443848
	Iteration 36F: 3 clusters Score -609743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 107066 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 145960 members 
Mstep: Class 12 contains 48130 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 6369 members 
Mstep: Class 15 contains 93247 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 19 contains 4812 members 
Mstep: Class 20 contains 36938 members 
Mstep: Class 21 contains 4137 members 
Mstep: Class 22 contains 11488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34130384.000000 Penalty: 56374.843750
Iteration 39Q: 27 clusters Score -3.413038e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1599 members 
Mstep: Class 3 contains 107164 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 10937 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 18107 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 10 contains 4183 members 
Mstep: Class 11 contains 146088 members 
Mstep: Class 12 contains 48363 members 
Mstep: Class 13 contains 4006 members 
Mstep: Class 14 contains 7029 members 
Mstep: Class 15 contains 93615 members 
Mstep: Class 16 contains 8205 members 
Mstep: Class 17 contains 9257 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 19 contains 5145 members 
Mstep: Class 20 contains 36920 members 
Mstep: Class 21 contains 4310 members 
Mstep: Class 22 contains 11630 members 
Mstep: Class 23 contains 3661 members 
Mstep: Class 24 contains 43581 members 
Mstep: Class 25 contains 20302 members 
Mstep: Class 26 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34133344.000000 Penalty: 56374.843750
Iteration 40F: 27 clusters Score -3.413334e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 106958 members 
Mstep: Class 4 contains 15590 members 
Mstep: Class 5 contains 11014 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 18090 members 
Mstep: Class 9 contains 1748 members 
Mstep: Class 10 contains 3920 members 
Mstep: Class 11 contains 145564 members 
Mstep: Class 12 contains 48105 members 
Mstep: Class 13 contains 4049 members 
Mstep: Class 14 contains 7405 members 
Mstep: Class 15 contains 93605 members 
Mstep: Class 16 contains 8080 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 36871 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 11583 members 
Mstep: Class 23 contains 3742 members 
Mstep: Class 24 contains 43643 members 
Mstep: Class 25 contains 20358 members 
Mstep: Class 26 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134208.000000 Penalty: 56374.843750
Iteration 41Q: 27 clusters Score -3.413421e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 106831 members 
Mstep: Class 4 contains 15955 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 5375 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 18134 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 145190 members 
Mstep: Class 12 contains 47927 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 7729 members 
Mstep: Class 15 contains 93616 members 
Mstep: Class 16 contains 8002 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 11258 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 36827 members 
Mstep: Class 21 contains 4320 members 
Mstep: Class 22 contains 11569 members 
Mstep: Class 23 contains 3793 members 
Mstep: Class 24 contains 43537 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 1226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34134888.000000 Penalty: 56374.843750
Iteration 42Q: 27 clusters Score -3.413489e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 106710 members 
Mstep: Class 4 contains 16179 members 
Mstep: Class 5 contains 11207 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 1488 members 
Mstep: Class 8 contains 18170 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 144918 members 
Mstep: Class 12 contains 47742 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 14 contains 8041 members 
Mstep: Class 15 contains 93638 members 
Mstep: Class 16 contains 7968 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 11279 members 
Mstep: Class 19 contains 5486 members 
Mstep: Class 20 contains 36805 members 
Mstep: Class 21 contains 4316 members 
Mstep: Class 22 contains 11541 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 43431 members 
Mstep: Class 25 contains 20391 members 
Mstep: Class 26 contains 1230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34135252.000000 Penalty: 56374.843750
Iteration 43Q: 27 clusters Score -3.413525e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 106618 members 
Mstep: Class 4 contains 16362 members 
Mstep: Class 5 contains 11302 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 18208 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 144715 members 
Mstep: Class 12 contains 47584 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 8334 members 
Mstep: Class 15 contains 93624 members 
Mstep: Class 16 contains 7954 members 
Mstep: Class 17 contains 9046 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 5578 members 
Mstep: Class 20 contains 36780 members 
Mstep: Class 21 contains 4319 members 
Mstep: Class 22 contains 11476 members 
Mstep: Class 23 contains 3876 members 
Mstep: Class 24 contains 43315 members 
Mstep: Class 25 contains 20387 members 
Mstep: Class 26 contains 1232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34135680.000000 Penalty: 56374.843750
Iteration 44Q: 27 clusters Score -3.413568e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 106538 members 
Mstep: Class 4 contains 16526 members 
Mstep: Class 5 contains 11394 members 
Mstep: Class 6 contains 5346 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 18243 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 3426 members 
Mstep: Class 11 contains 144550 members 
Mstep: Class 12 contains 47414 members 
Mstep: Class 13 contains 4214 members 
Mstep: Class 14 contains 8634 members 
Mstep: Class 15 contains 93575 members 
Mstep: Class 16 contains 7947 members 
Mstep: Class 17 contains 8995 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 5672 members 
Mstep: Class 20 contains 36774 members 
Mstep: Class 21 contains 4307 members 
Mstep: Class 22 contains 11421 members 
Mstep: Class 23 contains 3922 members 
Mstep: Class 24 contains 43170 members 
Mstep: Class 25 contains 20355 members 
Mstep: Class 26 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34136096.000000 Penalty: 56374.843750
Iteration 45Q: 27 clusters Score -3.41361e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 106440 members 
Mstep: Class 4 contains 16660 members 
Mstep: Class 5 contains 11504 members 
Mstep: Class 6 contains 5348 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 18268 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 144407 members 
Mstep: Class 12 contains 47263 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 8942 members 
Mstep: Class 15 contains 93469 members 
Mstep: Class 16 contains 7933 members 
Mstep: Class 17 contains 8957 members 
Mstep: Class 18 contains 11349 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 36764 members 
Mstep: Class 21 contains 4320 members 
Mstep: Class 22 contains 11394 members 
Mstep: Class 23 contains 3955 members 
Mstep: Class 24 contains 43038 members 
Mstep: Class 25 contains 20303 members 
Mstep: Class 26 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34136164.000000 Penalty: 56374.843750
Iteration 46Q: 27 clusters Score -3.413616e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 106360 members 
Mstep: Class 4 contains 16775 members 
Mstep: Class 5 contains 11624 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 18290 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 144274 members 
Mstep: Class 12 contains 47123 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 9241 members 
Mstep: Class 15 contains 93348 members 
Mstep: Class 16 contains 7911 members 
Mstep: Class 17 contains 8927 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 5876 members 
Mstep: Class 20 contains 36765 members 
Mstep: Class 21 contains 4338 members 
Mstep: Class 22 contains 11364 members 
Mstep: Class 23 contains 3975 members 
Mstep: Class 24 contains 42927 members 
Mstep: Class 25 contains 20246 members 
Mstep: Class 26 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34136420.000000 Penalty: 56374.843750
Iteration 47Q: 27 clusters Score -3.413642e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 106298 members 
Mstep: Class 4 contains 16877 members 
Mstep: Class 5 contains 11719 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 1523 members 
Mstep: Class 8 contains 18315 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 144143 members 
Mstep: Class 12 contains 47044 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 9559 members 
Mstep: Class 15 contains 93173 members 
Mstep: Class 16 contains 7885 members 
Mstep: Class 17 contains 8903 members 
Mstep: Class 18 contains 11349 members 
Mstep: Class 19 contains 5966 members 
Mstep: Class 20 contains 36768 members 
Mstep: Class 21 contains 4358 members 
Mstep: Class 22 contains 11331 members 
Mstep: Class 23 contains 3995 members 
Mstep: Class 24 contains 42819 members 
Mstep: Class 25 contains 20203 members 
Mstep: Class 26 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34136620.000000 Penalty: 56374.843750
Iteration 48Q: 27 clusters Score -3.413662e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 106220 members 
Mstep: Class 4 contains 16960 members 
Mstep: Class 5 contains 11815 members 
Mstep: Class 6 contains 5369 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 18349 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 144021 members 
Mstep: Class 12 contains 46962 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 9883 members 
Mstep: Class 15 contains 92989 members 
Mstep: Class 16 contains 7860 members 
Mstep: Class 17 contains 8883 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 36761 members 
Mstep: Class 21 contains 4380 members 
Mstep: Class 22 contains 11310 members 
Mstep: Class 23 contains 4008 members 
Mstep: Class 24 contains 42717 members 
Mstep: Class 25 contains 20133 members 
Mstep: Class 26 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34136824.000000 Penalty: 56374.843750
Iteration 49Q: 27 clusters Score -3.413682e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1617 members 
Mstep: Class 3 contains 106149 members 
Mstep: Class 4 contains 17037 members 
Mstep: Class 5 contains 11938 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 1531 members 
Mstep: Class 8 contains 18384 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3241 members 
Mstep: Class 11 contains 143913 members 
Mstep: Class 12 contains 46858 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 10206 members 
Mstep: Class 15 contains 92793 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 8860 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 6139 members 
Mstep: Class 20 contains 36743 members 
Mstep: Class 21 contains 4389 members 
Mstep: Class 22 contains 11296 members 
Mstep: Class 23 contains 4012 members 
Mstep: Class 24 contains 42607 members 
Mstep: Class 25 contains 20083 members 
Mstep: Class 26 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137112.000000 Penalty: 56374.843750
Iteration 50Q: 27 clusters Score -3.413711e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 106064 members 
Mstep: Class 4 contains 17106 members 
Mstep: Class 5 contains 12040 members 
Mstep: Class 6 contains 5379 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 18420 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 11 contains 143817 members 
Mstep: Class 12 contains 46777 members 
Mstep: Class 13 contains 4472 members 
Mstep: Class 14 contains 10526 members 
Mstep: Class 15 contains 92595 members 
Mstep: Class 16 contains 7833 members 
Mstep: Class 17 contains 8835 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 6221 members 
Mstep: Class 20 contains 36729 members 
Mstep: Class 21 contains 4394 members 
Mstep: Class 22 contains 11275 members 
Mstep: Class 23 contains 4013 members 
Mstep: Class 24 contains 42495 members 
Mstep: Class 25 contains 20053 members 
Mstep: Class 26 contains 1240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137216.000000 Penalty: 56374.843750
Iteration 51Q: 27 clusters Score -3.413722e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 105989 members 
Mstep: Class 4 contains 17174 members 
Mstep: Class 5 contains 12129 members 
Mstep: Class 6 contains 5391 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 18453 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 3227 members 
Mstep: Class 11 contains 143715 members 
Mstep: Class 12 contains 46724 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 92404 members 
Mstep: Class 16 contains 7814 members 
Mstep: Class 17 contains 8811 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 36712 members 
Mstep: Class 21 contains 4403 members 
Mstep: Class 22 contains 11247 members 
Mstep: Class 23 contains 4020 members 
Mstep: Class 24 contains 42394 members 
Mstep: Class 25 contains 20018 members 
Mstep: Class 26 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137380.000000 Penalty: 56374.843750
Iteration 52Q: 27 clusters Score -3.413738e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 105913 members 
Mstep: Class 4 contains 17233 members 
Mstep: Class 5 contains 12216 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 1549 members 
Mstep: Class 8 contains 18473 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3222 members 
Mstep: Class 11 contains 143617 members 
Mstep: Class 12 contains 46685 members 
Mstep: Class 13 contains 4549 members 
Mstep: Class 14 contains 11128 members 
Mstep: Class 15 contains 92235 members 
Mstep: Class 16 contains 7803 members 
Mstep: Class 17 contains 8786 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 6360 members 
Mstep: Class 20 contains 36700 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 11205 members 
Mstep: Class 23 contains 4026 members 
Mstep: Class 24 contains 42306 members 
Mstep: Class 25 contains 19983 members 
Mstep: Class 26 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137436.000000 Penalty: 56374.843750
Iteration 53Q: 27 clusters Score -3.413744e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 105842 members 
Mstep: Class 4 contains 17285 members 
Mstep: Class 5 contains 12311 members 
Mstep: Class 6 contains 5414 members 
Mstep: Class 7 contains 1550 members 
Mstep: Class 8 contains 18496 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3214 members 
Mstep: Class 11 contains 143527 members 
Mstep: Class 12 contains 46614 members 
Mstep: Class 13 contains 4577 members 
Mstep: Class 14 contains 11402 members 
Mstep: Class 15 contains 92081 members 
Mstep: Class 16 contains 7788 members 
Mstep: Class 17 contains 8772 members 
Mstep: Class 18 contains 11320 members 
Mstep: Class 19 contains 6425 members 
Mstep: Class 20 contains 36691 members 
Mstep: Class 21 contains 4429 members 
Mstep: Class 22 contains 11180 members 
Mstep: Class 23 contains 4032 members 
Mstep: Class 24 contains 42200 members 
Mstep: Class 25 contains 19963 members 
Mstep: Class 26 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137588.000000 Penalty: 56374.843750
Iteration 54Q: 27 clusters Score -3.413759e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 105791 members 
Mstep: Class 4 contains 17330 members 
Mstep: Class 5 contains 12404 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 1549 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 143436 members 
Mstep: Class 12 contains 46569 members 
Mstep: Class 13 contains 4600 members 
Mstep: Class 14 contains 11668 members 
Mstep: Class 15 contains 91926 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 8751 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 20 contains 36676 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 11140 members 
Mstep: Class 23 contains 4032 members 
Mstep: Class 24 contains 42111 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137688.000000 Penalty: 56374.843750
Iteration 55Q: 27 clusters Score -3.413769e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 105757 members 
Mstep: Class 4 contains 17375 members 
Mstep: Class 5 contains 12498 members 
Mstep: Class 6 contains 5430 members 
Mstep: Class 7 contains 1552 members 
Mstep: Class 8 contains 18524 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 143332 members 
Mstep: Class 12 contains 46529 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 11892 members 
Mstep: Class 15 contains 91797 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 8739 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 36663 members 
Mstep: Class 21 contains 4473 members 
Mstep: Class 22 contains 11113 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 42031 members 
Mstep: Class 25 contains 19914 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137864.000000 Penalty: 56374.843750
Iteration 56Q: 27 clusters Score -3.413786e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 105714 members 
Mstep: Class 4 contains 17419 members 
Mstep: Class 5 contains 12595 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 1557 members 
Mstep: Class 8 contains 18531 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 143244 members 
Mstep: Class 12 contains 46479 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 12063 members 
Mstep: Class 15 contains 91675 members 
Mstep: Class 16 contains 7763 members 
Mstep: Class 17 contains 8732 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 6581 members 
Mstep: Class 20 contains 36652 members 
Mstep: Class 21 contains 4497 members 
Mstep: Class 22 contains 11090 members 
Mstep: Class 23 contains 4037 members 
Mstep: Class 24 contains 41979 members 
Mstep: Class 25 contains 19877 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138004.000000 Penalty: 56374.843750
Iteration 57Q: 27 clusters Score -3.4138e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 105656 members 
Mstep: Class 4 contains 17447 members 
Mstep: Class 5 contains 12702 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 18535 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 143187 members 
Mstep: Class 12 contains 46447 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 12216 members 
Mstep: Class 15 contains 91564 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 17 contains 8726 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 6638 members 
Mstep: Class 20 contains 36652 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 11069 members 
Mstep: Class 23 contains 4044 members 
Mstep: Class 24 contains 41906 members 
Mstep: Class 25 contains 19843 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137968.000000 Penalty: 56374.843750
Iteration 58Q: 27 clusters Score -3.413797e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 105619 members 
Mstep: Class 4 contains 17479 members 
Mstep: Class 5 contains 12779 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 18534 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 143131 members 
Mstep: Class 12 contains 46422 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 12315 members 
Mstep: Class 15 contains 91481 members 
Mstep: Class 16 contains 7761 members 
Mstep: Class 17 contains 8720 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 6693 members 
Mstep: Class 20 contains 36645 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 11042 members 
Mstep: Class 23 contains 4049 members 
Mstep: Class 24 contains 41864 members 
Mstep: Class 25 contains 19817 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138092.000000 Penalty: 56374.843750
Iteration 59Q: 27 clusters Score -3.413809e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 105589 members 
Mstep: Class 4 contains 17510 members 
Mstep: Class 5 contains 12835 members 
Mstep: Class 6 contains 5461 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 143080 members 
Mstep: Class 12 contains 46375 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 12397 members 
Mstep: Class 15 contains 91433 members 
Mstep: Class 16 contains 7761 members 
Mstep: Class 17 contains 8716 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 6741 members 
Mstep: Class 20 contains 36647 members 
Mstep: Class 21 contains 4524 members 
Mstep: Class 22 contains 11021 members 
Mstep: Class 23 contains 4053 members 
Mstep: Class 24 contains 41826 members 
Mstep: Class 25 contains 19791 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138288.000000 Penalty: 56374.843750
Iteration 60F: 27 clusters Score -3.413829e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 105567 members 
Mstep: Class 4 contains 17538 members 
Mstep: Class 5 contains 12905 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 18537 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 3185 members 
Mstep: Class 11 contains 143030 members 
Mstep: Class 12 contains 46325 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 12589 members 
Mstep: Class 15 contains 91286 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 36646 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 4062 members 
Mstep: Class 24 contains 41793 members 
Mstep: Class 25 contains 19747 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138388.000000 Penalty: 56374.843750
Iteration 61Q: 27 clusters Score -3.413839e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 105543 members 
Mstep: Class 4 contains 17568 members 
Mstep: Class 5 contains 12973 members 
Mstep: Class 6 contains 5480 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 18541 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 3181 members 
Mstep: Class 11 contains 142975 members 
Mstep: Class 12 contains 46290 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 12785 members 
Mstep: Class 15 contains 91112 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 8695 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 6814 members 
Mstep: Class 20 contains 36647 members 
Mstep: Class 21 contains 4525 members 
Mstep: Class 22 contains 10974 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 41756 members 
Mstep: Class 25 contains 19719 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138312.000000 Penalty: 56374.843750
Iteration 62Q: 27 clusters Score -3.413831e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 105527 members 
Mstep: Class 4 contains 17594 members 
Mstep: Class 5 contains 13044 members 
Mstep: Class 6 contains 5483 members 
Mstep: Class 7 contains 1563 members 
Mstep: Class 8 contains 18545 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 142913 members 
Mstep: Class 12 contains 46265 members 
Mstep: Class 13 contains 4809 members 
Mstep: Class 14 contains 13000 members 
Mstep: Class 15 contains 90925 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 8695 members 
Mstep: Class 18 contains 11308 members 
Mstep: Class 19 contains 6851 members 
Mstep: Class 20 contains 36648 members 
Mstep: Class 21 contains 4521 members 
Mstep: Class 22 contains 10952 members 
Mstep: Class 23 contains 4070 members 
Mstep: Class 24 contains 41714 members 
Mstep: Class 25 contains 19672 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138308.000000 Penalty: 56374.843750
Iteration 63Q: 27 clusters Score -3.413831e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 105499 members 
Mstep: Class 4 contains 17608 members 
Mstep: Class 5 contains 13102 members 
Mstep: Class 6 contains 5494 members 
Mstep: Class 7 contains 1563 members 
Mstep: Class 8 contains 18551 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3171 members 
Mstep: Class 11 contains 142869 members 
Mstep: Class 12 contains 46254 members 
Mstep: Class 13 contains 4850 members 
Mstep: Class 14 contains 13172 members 
Mstep: Class 15 contains 90757 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 8697 members 
Mstep: Class 18 contains 11308 members 
Mstep: Class 19 contains 6887 members 
Mstep: Class 20 contains 36641 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 10930 members 
Mstep: Class 23 contains 4073 members 
Mstep: Class 24 contains 41679 members 
Mstep: Class 25 contains 19634 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138376.000000 Penalty: 56374.843750
Iteration 64Q: 27 clusters Score -3.413838e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 105478 members 
Mstep: Class 4 contains 17615 members 
Mstep: Class 5 contains 13151 members 
Mstep: Class 6 contains 5508 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 18555 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 142816 members 
Mstep: Class 12 contains 46242 members 
Mstep: Class 13 contains 4907 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 90606 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 8696 members 
Mstep: Class 18 contains 11308 members 
Mstep: Class 19 contains 6921 members 
Mstep: Class 20 contains 36639 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 10897 members 
Mstep: Class 23 contains 4077 members 
Mstep: Class 24 contains 41657 members 
Mstep: Class 25 contains 19605 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138456.000000 Penalty: 56374.843750
Iteration 65Q: 27 clusters Score -3.413846e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 105469 members 
Mstep: Class 4 contains 17624 members 
Mstep: Class 5 contains 13195 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 18552 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 142764 members 
Mstep: Class 12 contains 46211 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 13483 members 
Mstep: Class 15 contains 90460 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 8694 members 
Mstep: Class 18 contains 11313 members 
Mstep: Class 19 contains 6944 members 
Mstep: Class 20 contains 36637 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 10878 members 
Mstep: Class 23 contains 4080 members 
Mstep: Class 24 contains 41624 members 
Mstep: Class 25 contains 19579 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138536.000000 Penalty: 56374.843750
Iteration 66Q: 27 clusters Score -3.413854e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 105456 members 
Mstep: Class 4 contains 17631 members 
Mstep: Class 5 contains 13232 members 
Mstep: Class 6 contains 5537 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 18548 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 142722 members 
Mstep: Class 12 contains 46177 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 13630 members 
Mstep: Class 15 contains 90331 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 8689 members 
Mstep: Class 18 contains 11319 members 
Mstep: Class 19 contains 6971 members 
Mstep: Class 20 contains 36629 members 
Mstep: Class 21 contains 4549 members 
Mstep: Class 22 contains 10859 members 
Mstep: Class 23 contains 4082 members 
Mstep: Class 24 contains 41594 members 
Mstep: Class 25 contains 19561 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138604.000000 Penalty: 56374.843750
Iteration 67Q: 27 clusters Score -3.41386e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 105449 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 13272 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 18549 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 142693 members 
Mstep: Class 12 contains 46122 members 
Mstep: Class 13 contains 5077 members 
Mstep: Class 14 contains 13743 members 
Mstep: Class 15 contains 90232 members 
Mstep: Class 16 contains 7767 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 6994 members 
Mstep: Class 20 contains 36629 members 
Mstep: Class 21 contains 4553 members 
Mstep: Class 22 contains 10854 members 
Mstep: Class 23 contains 4088 members 
Mstep: Class 24 contains 41562 members 
Mstep: Class 25 contains 19537 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138624.000000 Penalty: 56374.843750
Iteration 68Q: 27 clusters Score -3.413862e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 105446 members 
Mstep: Class 4 contains 17644 members 
Mstep: Class 5 contains 13300 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 1568 members 
Mstep: Class 8 contains 18551 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 142662 members 
Mstep: Class 12 contains 46065 members 
Mstep: Class 13 contains 5131 members 
Mstep: Class 14 contains 13834 members 
Mstep: Class 15 contains 90150 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 36628 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 10842 members 
Mstep: Class 23 contains 4088 members 
Mstep: Class 24 contains 41535 members 
Mstep: Class 25 contains 19520 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138560.000000 Penalty: 56374.843750
Iteration 69Q: 27 clusters Score -3.413856e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 105444 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 13332 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 18549 members 
Mstep: Class 9 contains 1724 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 142633 members 
Mstep: Class 12 contains 46011 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 13913 members 
Mstep: Class 15 contains 90079 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 11321 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 36623 members 
Mstep: Class 21 contains 4581 members 
Mstep: Class 22 contains 10826 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 41520 members 
Mstep: Class 25 contains 19491 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138708.000000 Penalty: 56374.843750
Iteration 70Q: 27 clusters Score -3.413871e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 105436 members 
Mstep: Class 4 contains 17666 members 
Mstep: Class 5 contains 13364 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 18553 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 3141 members 
Mstep: Class 11 contains 142605 members 
Mstep: Class 12 contains 45969 members 
Mstep: Class 13 contains 5204 members 
Mstep: Class 14 contains 13992 members 
Mstep: Class 15 contains 90020 members 
Mstep: Class 16 contains 7773 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 36614 members 
Mstep: Class 21 contains 4592 members 
Mstep: Class 22 contains 10810 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 41503 members 
Mstep: Class 25 contains 19466 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138736.000000 Penalty: 56374.843750
Iteration 71Q: 27 clusters Score -3.413874e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 105433 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 13391 members 
Mstep: Class 6 contains 5552 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18557 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 142568 members 
Mstep: Class 12 contains 45947 members 
Mstep: Class 13 contains 5223 members 
Mstep: Class 14 contains 14047 members 
Mstep: Class 15 contains 89970 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 11323 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 36609 members 
Mstep: Class 21 contains 4603 members 
Mstep: Class 22 contains 10808 members 
Mstep: Class 23 contains 4091 members 
Mstep: Class 24 contains 41494 members 
Mstep: Class 25 contains 19436 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138628.000000 Penalty: 56374.843750
Iteration 72Q: 27 clusters Score -3.413863e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 105427 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 13419 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18559 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 142539 members 
Mstep: Class 12 contains 45941 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 14102 members 
Mstep: Class 15 contains 89921 members 
Mstep: Class 16 contains 7780 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 36601 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10798 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41474 members 
Mstep: Class 25 contains 19409 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138696.000000 Penalty: 56374.843750
Iteration 73Q: 27 clusters Score -3.41387e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 105434 members 
Mstep: Class 4 contains 17688 members 
Mstep: Class 5 contains 13440 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18561 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 142494 members 
Mstep: Class 12 contains 45925 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 14153 members 
Mstep: Class 15 contains 89888 members 
Mstep: Class 16 contains 7780 members 
Mstep: Class 17 contains 8678 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 7172 members 
Mstep: Class 20 contains 36595 members 
Mstep: Class 21 contains 4618 members 
Mstep: Class 22 contains 10794 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 41457 members 
Mstep: Class 25 contains 19386 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138776.000000 Penalty: 56374.843750
Iteration 74Q: 27 clusters Score -3.413878e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 105431 members 
Mstep: Class 4 contains 17689 members 
Mstep: Class 5 contains 13465 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18559 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 142459 members 
Mstep: Class 12 contains 45904 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 14193 members 
Mstep: Class 15 contains 89864 members 
Mstep: Class 16 contains 7779 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 7214 members 
Mstep: Class 20 contains 36587 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 10780 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 41441 members 
Mstep: Class 25 contains 19368 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138880.000000 Penalty: 56374.843750
Iteration 75Q: 27 clusters Score -3.413888e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 105420 members 
Mstep: Class 4 contains 17696 members 
Mstep: Class 5 contains 13489 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18559 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 142423 members 
Mstep: Class 12 contains 45892 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 89839 members 
Mstep: Class 16 contains 7778 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 18 contains 11329 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 36585 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 10770 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41423 members 
Mstep: Class 25 contains 19347 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138800.000000 Penalty: 56374.843750
Iteration 76Q: 27 clusters Score -3.41388e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 105415 members 
Mstep: Class 4 contains 17690 members 
Mstep: Class 5 contains 13513 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18560 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 142385 members 
Mstep: Class 12 contains 45870 members 
Mstep: Class 13 contains 5274 members 
Mstep: Class 14 contains 14272 members 
Mstep: Class 15 contains 89815 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 8674 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 7290 members 
Mstep: Class 20 contains 36580 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 22 contains 10762 members 
Mstep: Class 23 contains 4098 members 
Mstep: Class 24 contains 41406 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138800.000000 Penalty: 56374.843750
Iteration 77Q: 27 clusters Score -3.41388e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 105404 members 
Mstep: Class 4 contains 17689 members 
Mstep: Class 5 contains 13551 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18560 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 142350 members 
Mstep: Class 12 contains 45833 members 
Mstep: Class 13 contains 5288 members 
Mstep: Class 14 contains 14312 members 
Mstep: Class 15 contains 89785 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 8673 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 36576 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 10755 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 41397 members 
Mstep: Class 25 contains 19296 members 
Mstep: Class 26 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138832.000000 Penalty: 56374.843750
Iteration 78Q: 27 clusters Score -3.413883e+07 nChanged 346
Entering ConstructFrom: 
Score: -34138832.000000 Penalty: 56374.843750
Entering ConstructFrom: 
Trying to split cluster 1 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -218810.984375 Penalty: 1348.188843
	Iteration 0F: 2 clusters Score -218811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -215433.984375 Penalty: 2696.377686
	Iteration 0F: 3 clusters Score -215434 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -216383.484375 Penalty: 2696.377686
	Iteration 1F: 3 clusters Score -216383.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -216569.375000 Penalty: 2696.377686
	Iteration 2F: 3 clusters Score -216569.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -216690.578125 Penalty: 2696.377686
	Iteration 3F: 3 clusters Score -216690.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -216841.921875 Penalty: 2696.377686
	Iteration 4F: 3 clusters Score -216841.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -216991.812500 Penalty: 2696.377686
	Iteration 5Q: 3 clusters Score -216991.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -217135.203125 Penalty: 2696.377686
	Iteration 6Q: 3 clusters Score -217135.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -217266.906250 Penalty: 2696.377686
	Iteration 7Q: 3 clusters Score -217266.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -217391.750000 Penalty: 2696.377686
	Iteration 8Q: 3 clusters Score -217391.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -217493.515625 Penalty: 2696.377686
	Iteration 9Q: 3 clusters Score -217493.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -217565.203125 Penalty: 2696.377686
	Iteration 10Q: 3 clusters Score -217565.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -217626.625000 Penalty: 2696.377686
	Iteration 11Q: 3 clusters Score -217626.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -217677.218750 Penalty: 2696.377686
	Iteration 12Q: 3 clusters Score -217677.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -217715.187500 Penalty: 2696.377686
	Iteration 13Q: 3 clusters Score -217715.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -217744.000000 Penalty: 2696.377686
	Iteration 14Q: 3 clusters Score -217744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -217770.109375 Penalty: 2696.377686
	Iteration 15Q: 3 clusters Score -217770.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -217790.781250 Penalty: 2696.377686
	Iteration 16Q: 3 clusters Score -217790.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -217808.765625 Penalty: 2696.377686
	Iteration 17Q: 3 clusters Score -217808.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -217824.078125 Penalty: 2696.377686
	Iteration 18Q: 3 clusters Score -217824.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -217850.093750 Penalty: 2696.377686
	Iteration 19Q: 3 clusters Score -217850.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -217871.546875 Penalty: 2696.377686
	Iteration 20F: 3 clusters Score -217871.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -217901.546875 Penalty: 2696.377686
	Iteration 21Q: 3 clusters Score -217901.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -217932.875000 Penalty: 2696.377686
	Iteration 22Q: 3 clusters Score -217932.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -217968.781250 Penalty: 2696.377686
	Iteration 23Q: 3 clusters Score -217968.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -217993.156250 Penalty: 2696.377686
	Iteration 24Q: 3 clusters Score -217993.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -218005.984375 Penalty: 2696.377686
	Iteration 25Q: 3 clusters Score -218006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -218014.968750 Penalty: 2696.377686
	Iteration 26Q: 3 clusters Score -218015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -218027.781250 Penalty: 2696.377686
	Iteration 27Q: 3 clusters Score -218027.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -218043.484375 Penalty: 2696.377686
	Iteration 28Q: 3 clusters Score -218043.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -218057.390625 Penalty: 2696.377686
	Iteration 29Q: 3 clusters Score -218057.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -218065.078125 Penalty: 2696.377686
	Iteration 30Q: 3 clusters Score -218065.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -218071.390625 Penalty: 2696.377686
	Iteration 31Q: 3 clusters Score -218071.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -218075.812500 Penalty: 2696.377686
	Iteration 32Q: 3 clusters Score -218075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -218079.578125 Penalty: 2696.377686
	Iteration 33Q: 3 clusters Score -218079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -218081.156250 Penalty: 2696.377686
	Iteration 34Q: 3 clusters Score -218081.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -218082.484375 Penalty: 2696.377686
	Iteration 35Q: 3 clusters Score -218082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -218083.484375 Penalty: 2696.377686
	Iteration 36Q: 3 clusters Score -218083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -218084.031250 Penalty: 2696.377686
	Iteration 37Q: 3 clusters Score -218084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -218084.031250 Penalty: 2696.377686
	Iteration 38F: 3 clusters Score -218084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -84835.656250 Penalty: 1201.505249
	Iteration 0F: 2 clusters Score -84835.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -82998.554688 Penalty: 2403.010498
	Iteration 0F: 3 clusters Score -82998.55 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -83434.390625 Penalty: 2403.010498
	Iteration 1F: 3 clusters Score -83434.39 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -83760.445312 Penalty: 2403.010498
	Iteration 2F: 3 clusters Score -83760.45 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -84040.359375 Penalty: 2403.010498
	Iteration 3F: 3 clusters Score -84040.36 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -84250.000000 Penalty: 2403.010498
	Iteration 4F: 3 clusters Score -84250 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -84387.421875 Penalty: 2403.010498
	Iteration 5F: 3 clusters Score -84387.42 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -84452.687500 Penalty: 2403.010498
	Iteration 6Q: 3 clusters Score -84452.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -84510.093750 Penalty: 2403.010498
	Iteration 7Q: 3 clusters Score -84510.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -84563.359375 Penalty: 2403.010498
	Iteration 8Q: 3 clusters Score -84563.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -84592.507812 Penalty: 2403.010498
	Iteration 9Q: 3 clusters Score -84592.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -84609.101562 Penalty: 2403.010498
	Iteration 10Q: 3 clusters Score -84609.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -84617.000000 Penalty: 2403.010498
	Iteration 11Q: 3 clusters Score -84617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -84621.507812 Penalty: 2403.010498
	Iteration 12Q: 3 clusters Score -84621.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -84623.078125 Penalty: 2403.010498
	Iteration 13Q: 3 clusters Score -84623.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -84623.968750 Penalty: 2403.010498
	Iteration 14Q: 3 clusters Score -84623.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -84624.335938 Penalty: 2403.010498
	Iteration 15Q: 3 clusters Score -84624.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -84624.335938 Penalty: 2403.010498
	Iteration 16F: 3 clusters Score -84624.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105390 members 
Entering Unmasked Estep 
Score: -6292030.000000 Penalty: 1879.381226
	Iteration 0F: 2 clusters Score -6292030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -6221378.000000 Penalty: 3758.762451
	Iteration 0F: 3 clusters Score -6221378 nChanged 50704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -6251106.000000 Penalty: 3758.762451
	Iteration 1F: 3 clusters Score -6251106 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -6252430.500000 Penalty: 3758.762451
	Iteration 2Q: 3 clusters Score -6252430 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -6254510.000000 Penalty: 3758.762451
	Iteration 3Q: 3 clusters Score -6254510 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -6257572.000000 Penalty: 3758.762451
	Iteration 4Q: 3 clusters Score -6257572 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -6261756.000000 Penalty: 3758.762451
	Iteration 5F: 3 clusters Score -6261756 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -6266829.000000 Penalty: 3758.762451
	Iteration 6F: 3 clusters Score -6266829 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -6272130.500000 Penalty: 3758.762451
	Iteration 7F: 3 clusters Score -6272130 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -6276918.000000 Penalty: 3758.762451
	Iteration 8F: 3 clusters Score -6276918 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -6280778.500000 Penalty: 3758.762451
	Iteration 9F: 3 clusters Score -6280778 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -6283687.000000 Penalty: 3758.762451
	Iteration 10Q: 3 clusters Score -6283687 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -6285911.000000 Penalty: 3758.762451
	Iteration 11Q: 3 clusters Score -6285911 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 99147 members 
Entering Unmasked Estep 
Score: -6287481.000000 Penalty: 3758.762451
	Iteration 12Q: 3 clusters Score -6287481 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -6288428.500000 Penalty: 3758.762451
	Iteration 13Q: 3 clusters Score -6288428 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -6289130.000000 Penalty: 3758.762451
	Iteration 14Q: 3 clusters Score -6289130 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -6289514.000000 Penalty: 3758.762451
	Iteration 15Q: 3 clusters Score -6289514 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -6289794.500000 Penalty: 3758.762451
	Iteration 16Q: 3 clusters Score -6289794 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 103885 members 
Entering Unmasked Estep 
Score: -6289970.500000 Penalty: 3758.762451
	Iteration 17Q: 3 clusters Score -6289970 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 104098 members 
Entering Unmasked Estep 
Score: -6290086.500000 Penalty: 3758.762451
	Iteration 18Q: 3 clusters Score -6290086 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -6290187.000000 Penalty: 3758.762451
	Iteration 19Q: 3 clusters Score -6290187 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 104384 members 
Entering Unmasked Estep 
Score: -6290251.500000 Penalty: 3758.762451
	Iteration 20F: 3 clusters Score -6290252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -6290280.000000 Penalty: 3758.762451
	Iteration 21Q: 3 clusters Score -6290280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 104512 members 
Entering Unmasked Estep 
Score: -6290328.500000 Penalty: 3758.762451
	Iteration 22Q: 3 clusters Score -6290328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -6290338.000000 Penalty: 3758.762451
	Iteration 23Q: 3 clusters Score -6290338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -6290363.500000 Penalty: 3758.762451
	Iteration 24Q: 3 clusters Score -6290364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -6290383.500000 Penalty: 3758.762451
	Iteration 25Q: 3 clusters Score -6290384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 104645 members 
Entering Unmasked Estep 
Score: -6290391.000000 Penalty: 3758.762451
	Iteration 26Q: 3 clusters Score -6290391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -6290407.000000 Penalty: 3758.762451
	Iteration 27Q: 3 clusters Score -6290407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -6290431.500000 Penalty: 3758.762451
	Iteration 28Q: 3 clusters Score -6290432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -6290450.000000 Penalty: 3758.762451
	Iteration 29Q: 3 clusters Score -6290450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 104742 members 
Entering Unmasked Estep 
Score: -6290451.500000 Penalty: 3758.762451
	Iteration 30Q: 3 clusters Score -6290452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 104756 members 
Entering Unmasked Estep 
Score: -6290457.500000 Penalty: 3758.762451
	Iteration 31Q: 3 clusters Score -6290458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -6290466.000000 Penalty: 3758.762451
	Iteration 32Q: 3 clusters Score -6290466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 104779 members 
Entering Unmasked Estep 
Score: -6290470.000000 Penalty: 3758.762451
	Iteration 33Q: 3 clusters Score -6290470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 104786 members 
Entering Unmasked Estep 
Score: -6290476.000000 Penalty: 3758.762451
	Iteration 34Q: 3 clusters Score -6290476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
Score: -6290485.000000 Penalty: 3758.762451
	Iteration 35Q: 3 clusters Score -6290485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 104794 members 
Entering Unmasked Estep 
Score: -6290479.000000 Penalty: 3758.762451
	Iteration 36Q: 3 clusters Score -6290479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -6290479.500000 Penalty: 3758.762451
	Iteration 37Q: 3 clusters Score -6290480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -6290481.500000 Penalty: 3758.762451
	Iteration 38Q: 3 clusters Score -6290482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 104802 members 
Entering Unmasked Estep 
Score: -6290482.500000 Penalty: 3758.762451
	Iteration 39Q: 3 clusters Score -6290482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 104805 members 
Entering Unmasked Estep 
Score: -6290487.500000 Penalty: 3758.762451
	Iteration 40F: 3 clusters Score -6290488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -6290484.000000 Penalty: 3758.762451
	Iteration 41Q: 3 clusters Score -6290484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -6290484.000000 Penalty: 3758.762451
	Iteration 42F: 3 clusters Score -6290484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Entering Unmasked Estep 
Score: -987209.875000 Penalty: 1589.381836
	Iteration 0F: 2 clusters Score -987209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -975049.625000 Penalty: 3178.763672
	Iteration 0F: 3 clusters Score -975049.6 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -979768.687500 Penalty: 3178.763672
	Iteration 1F: 3 clusters Score -979768.7 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -980441.250000 Penalty: 3178.763672
	Iteration 2F: 3 clusters Score -980441.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -981120.062500 Penalty: 3178.763672
	Iteration 3F: 3 clusters Score -981120.1 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -981779.812500 Penalty: 3178.763672
	Iteration 4F: 3 clusters Score -981779.8 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -982454.812500 Penalty: 3178.763672
	Iteration 5F: 3 clusters Score -982454.8 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -983082.187500 Penalty: 3178.763672
	Iteration 6F: 3 clusters Score -983082.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -983636.750000 Penalty: 3178.763672
	Iteration 7Q: 3 clusters Score -983636.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -984063.187500 Penalty: 3178.763672
	Iteration 8Q: 3 clusters Score -984063.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -984344.500000 Penalty: 3178.763672
	Iteration 9Q: 3 clusters Score -984344.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -984540.562500 Penalty: 3178.763672
	Iteration 10Q: 3 clusters Score -984540.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -984678.937500 Penalty: 3178.763672
	Iteration 11Q: 3 clusters Score -984678.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -984792.812500 Penalty: 3178.763672
	Iteration 12Q: 3 clusters Score -984792.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -984869.187500 Penalty: 3178.763672
	Iteration 13Q: 3 clusters Score -984869.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -984938.437500 Penalty: 3178.763672
	Iteration 14Q: 3 clusters Score -984938.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -984996.750000 Penalty: 3178.763672
	Iteration 15Q: 3 clusters Score -984996.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -985054.250000 Penalty: 3178.763672
	Iteration 16Q: 3 clusters Score -985054.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -985123.250000 Penalty: 3178.763672
	Iteration 17Q: 3 clusters Score -985123.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -985210.750000 Penalty: 3178.763672
	Iteration 18Q: 3 clusters Score -985210.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -985292.000000 Penalty: 3178.763672
	Iteration 19Q: 3 clusters Score -985292 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -985392.000000 Penalty: 3178.763672
	Iteration 20F: 3 clusters Score -985392 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -985519.687500 Penalty: 3178.763672
	Iteration 21Q: 3 clusters Score -985519.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -985676.062500 Penalty: 3178.763672
	Iteration 22Q: 3 clusters Score -985676.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -985858.062500 Penalty: 3178.763672
	Iteration 23Q: 3 clusters Score -985858.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -986105.750000 Penalty: 3178.763672
	Iteration 24Q: 3 clusters Score -986105.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -986389.875000 Penalty: 3178.763672
	Iteration 25Q: 3 clusters Score -986389.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -986650.312500 Penalty: 3178.763672
	Iteration 26Q: 3 clusters Score -986650.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -986847.875000 Penalty: 3178.763672
	Iteration 27Q: 3 clusters Score -986847.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -986966.437500 Penalty: 3178.763672
	Iteration 28Q: 3 clusters Score -986966.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -987023.750000 Penalty: 3178.763672
	Iteration 29Q: 3 clusters Score -987023.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -987054.562500 Penalty: 3178.763672
	Iteration 30Q: 3 clusters Score -987054.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -987075.750000 Penalty: 3178.763672
	Iteration 31Q: 3 clusters Score -987075.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -987084.875000 Penalty: 3178.763672
	Iteration 32Q: 3 clusters Score -987084.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -987087.437500 Penalty: 3178.763672
	Iteration 33Q: 3 clusters Score -987087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -987089.062500 Penalty: 3178.763672
	Iteration 34Q: 3 clusters Score -987089.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -987092.250000 Penalty: 3178.763672
	Iteration 35Q: 3 clusters Score -987092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -987094.312500 Penalty: 3178.763672
	Iteration 36Q: 3 clusters Score -987094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -987097.000000 Penalty: 3178.763672
	Iteration 37Q: 3 clusters Score -987097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -987097.250000 Penalty: 3178.763672
	Iteration 38Q: 3 clusters Score -987097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -987096.750000 Penalty: 3178.763672
	Iteration 39Q: 3 clusters Score -987096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -987137.812500 Penalty: 3178.763672
	Iteration 40F: 3 clusters Score -987137.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -987157.625000 Penalty: 3178.763672
	Iteration 41Q: 3 clusters Score -987157.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -987165.375000 Penalty: 3178.763672
	Iteration 42Q: 3 clusters Score -987165.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -987168.562500 Penalty: 3178.763672
	Iteration 43Q: 3 clusters Score -987168.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -987173.437500 Penalty: 3178.763672
	Iteration 44Q: 3 clusters Score -987173.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -987172.875000 Penalty: 3178.763672
	Iteration 45Q: 3 clusters Score -987172.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -987174.375000 Penalty: 3178.763672
	Iteration 46Q: 3 clusters Score -987174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -987176.812500 Penalty: 3178.763672
	Iteration 47Q: 3 clusters Score -987176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -987177.812500 Penalty: 3178.763672
	Iteration 48Q: 3 clusters Score -987177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -987178.812500 Penalty: 3178.763672
	Iteration 49Q: 3 clusters Score -987178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -987178.687500 Penalty: 3178.763672
	Iteration 50Q: 3 clusters Score -987178.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -987180.562500 Penalty: 3178.763672
	Iteration 51Q: 3 clusters Score -987180.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -987179.062500 Penalty: 3178.763672
	Iteration 52Q: 3 clusters Score -987179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -987179.625000 Penalty: 3178.763672
	Iteration 53Q: 3 clusters Score -987179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -987181.062500 Penalty: 3178.763672
	Iteration 54Q: 3 clusters Score -987181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -987180.250000 Penalty: 3178.763672
	Iteration 55Q: 3 clusters Score -987180.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -987180.250000 Penalty: 3178.763672
	Iteration 56F: 3 clusters Score -987180.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Entering Unmasked Estep 
Score: -717568.937500 Penalty: 1546.395508
	Iteration 0F: 2 clusters Score -717568.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -708133.812500 Penalty: 3092.791016
	Iteration 0F: 3 clusters Score -708133.8 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -711422.500000 Penalty: 3092.791016
	Iteration 1F: 3 clusters Score -711422.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -711796.312500 Penalty: 3092.791016
	Iteration 2F: 3 clusters Score -711796.3 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -712139.875000 Penalty: 3092.791016
	Iteration 3F: 3 clusters Score -712139.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -712513.562500 Penalty: 3092.791016
	Iteration 4F: 3 clusters Score -712513.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -712939.750000 Penalty: 3092.791016
	Iteration 5F: 3 clusters Score -712939.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -713465.687500 Penalty: 3092.791016
	Iteration 6F: 3 clusters Score -713465.7 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -714041.937500 Penalty: 3092.791016
	Iteration 7F: 3 clusters Score -714041.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -714539.687500 Penalty: 3092.791016
	Iteration 8Q: 3 clusters Score -714539.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -714891.312500 Penalty: 3092.791016
	Iteration 9Q: 3 clusters Score -714891.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -715103.750000 Penalty: 3092.791016
	Iteration 10Q: 3 clusters Score -715103.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -715231.437500 Penalty: 3092.791016
	Iteration 11Q: 3 clusters Score -715231.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -715311.062500 Penalty: 3092.791016
	Iteration 12Q: 3 clusters Score -715311.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -715371.562500 Penalty: 3092.791016
	Iteration 13Q: 3 clusters Score -715371.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -715424.250000 Penalty: 3092.791016
	Iteration 14Q: 3 clusters Score -715424.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -715462.562500 Penalty: 3092.791016
	Iteration 15Q: 3 clusters Score -715462.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -715493.062500 Penalty: 3092.791016
	Iteration 16Q: 3 clusters Score -715493.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -715529.000000 Penalty: 3092.791016
	Iteration 17Q: 3 clusters Score -715529 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -715566.375000 Penalty: 3092.791016
	Iteration 18Q: 3 clusters Score -715566.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -715588.562500 Penalty: 3092.791016
	Iteration 19Q: 3 clusters Score -715588.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -715605.437500 Penalty: 3092.791016
	Iteration 20F: 3 clusters Score -715605.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -715623.625000 Penalty: 3092.791016
	Iteration 21Q: 3 clusters Score -715623.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -715640.500000 Penalty: 3092.791016
	Iteration 22Q: 3 clusters Score -715640.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -715660.125000 Penalty: 3092.791016
	Iteration 23Q: 3 clusters Score -715660.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -715676.812500 Penalty: 3092.791016
	Iteration 24Q: 3 clusters Score -715676.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -715687.750000 Penalty: 3092.791016
	Iteration 25Q: 3 clusters Score -715687.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -715697.062500 Penalty: 3092.791016
	Iteration 26Q: 3 clusters Score -715697.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -715704.125000 Penalty: 3092.791016
	Iteration 27Q: 3 clusters Score -715704.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -715714.937500 Penalty: 3092.791016
	Iteration 28Q: 3 clusters Score -715714.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -715726.062500 Penalty: 3092.791016
	Iteration 29Q: 3 clusters Score -715726.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -715734.500000 Penalty: 3092.791016
	Iteration 30Q: 3 clusters Score -715734.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -715743.875000 Penalty: 3092.791016
	Iteration 31Q: 3 clusters Score -715743.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -715752.562500 Penalty: 3092.791016
	Iteration 32Q: 3 clusters Score -715752.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -715767.875000 Penalty: 3092.791016
	Iteration 33Q: 3 clusters Score -715767.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -715784.437500 Penalty: 3092.791016
	Iteration 34Q: 3 clusters Score -715784.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -715800.375000 Penalty: 3092.791016
	Iteration 35Q: 3 clusters Score -715800.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -715814.375000 Penalty: 3092.791016
	Iteration 36Q: 3 clusters Score -715814.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -715827.812500 Penalty: 3092.791016
	Iteration 37Q: 3 clusters Score -715827.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -715836.375000 Penalty: 3092.791016
	Iteration 38Q: 3 clusters Score -715836.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -715848.812500 Penalty: 3092.791016
	Iteration 39Q: 3 clusters Score -715848.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -715866.750000 Penalty: 3092.791016
	Iteration 40F: 3 clusters Score -715866.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -715885.562500 Penalty: 3092.791016
	Iteration 41Q: 3 clusters Score -715885.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -715904.500000 Penalty: 3092.791016
	Iteration 42Q: 3 clusters Score -715904.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -715924.187500 Penalty: 3092.791016
	Iteration 43Q: 3 clusters Score -715924.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -715945.562500 Penalty: 3092.791016
	Iteration 44Q: 3 clusters Score -715945.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -715970.062500 Penalty: 3092.791016
	Iteration 45Q: 3 clusters Score -715970.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -715996.187500 Penalty: 3092.791016
	Iteration 46Q: 3 clusters Score -715996.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -716024.812500 Penalty: 3092.791016
	Iteration 47Q: 3 clusters Score -716024.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -716059.812500 Penalty: 3092.791016
	Iteration 48Q: 3 clusters Score -716059.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -716104.625000 Penalty: 3092.791016
	Iteration 49Q: 3 clusters Score -716104.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -716165.750000 Penalty: 3092.791016
	Iteration 50Q: 3 clusters Score -716165.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -716237.062500 Penalty: 3092.791016
	Iteration 51Q: 3 clusters Score -716237.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -716344.312500 Penalty: 3092.791016
	Iteration 52Q: 3 clusters Score -716344.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -716482.250000 Penalty: 3092.791016
	Iteration 53Q: 3 clusters Score -716482.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -716643.937500 Penalty: 3092.791016
	Iteration 54Q: 3 clusters Score -716643.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -716748.937500 Penalty: 3092.791016
	Iteration 55Q: 3 clusters Score -716748.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -716785.062500 Penalty: 3092.791016
	Iteration 56Q: 3 clusters Score -716785.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -716797.500000 Penalty: 3092.791016
	Iteration 57Q: 3 clusters Score -716797.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -716808.625000 Penalty: 3092.791016
	Iteration 58Q: 3 clusters Score -716808.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -716816.000000 Penalty: 3092.791016
	Iteration 59Q: 3 clusters Score -716816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -716819.000000 Penalty: 3092.791016
	Iteration 60F: 3 clusters Score -716819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -716823.937500 Penalty: 3092.791016
	Iteration 61Q: 3 clusters Score -716823.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -716825.000000 Penalty: 3092.791016
	Iteration 62Q: 3 clusters Score -716825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -716825.687500 Penalty: 3092.791016
	Iteration 63Q: 3 clusters Score -716825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -716827.750000 Penalty: 3092.791016
	Iteration 64Q: 3 clusters Score -716827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -716827.750000 Penalty: 3092.791016
	Iteration 65F: 3 clusters Score -716827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -257212.328125 Penalty: 1402.140259
	Iteration 0F: 2 clusters Score -257212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -252901.593750 Penalty: 2804.280518
	Iteration 0F: 3 clusters Score -252901.6 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -254297.468750 Penalty: 2804.280518
	Iteration 1F: 3 clusters Score -254297.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -254631.906250 Penalty: 2804.280518
	Iteration 2F: 3 clusters Score -254631.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -254930.656250 Penalty: 2804.280518
	Iteration 3F: 3 clusters Score -254930.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -255184.140625 Penalty: 2804.280518
	Iteration 4F: 3 clusters Score -255184.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -255391.906250 Penalty: 2804.280518
	Iteration 5Q: 3 clusters Score -255391.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -255578.656250 Penalty: 2804.280518
	Iteration 6Q: 3 clusters Score -255578.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -255728.968750 Penalty: 2804.280518
	Iteration 7Q: 3 clusters Score -255729 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -255886.906250 Penalty: 2804.280518
	Iteration 8Q: 3 clusters Score -255886.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -256049.125000 Penalty: 2804.280518
	Iteration 9Q: 3 clusters Score -256049.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -256234.515625 Penalty: 2804.280518
	Iteration 10Q: 3 clusters Score -256234.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -256447.062500 Penalty: 2804.280518
	Iteration 11Q: 3 clusters Score -256447.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -256634.921875 Penalty: 2804.280518
	Iteration 12Q: 3 clusters Score -256634.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -256775.859375 Penalty: 2804.280518
	Iteration 13Q: 3 clusters Score -256775.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -256913.500000 Penalty: 2804.280518
	Iteration 14Q: 3 clusters Score -256913.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -257035.828125 Penalty: 2804.280518
	Iteration 15Q: 3 clusters Score -257035.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -257172.890625 Penalty: 2804.280518
	Iteration 16Q: 3 clusters Score -257172.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -257266.000000 Penalty: 2804.280518
	Iteration 17Q: 3 clusters Score -257266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -257306.046875 Penalty: 2804.280518
	Iteration 18Q: 3 clusters Score -257306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -257325.203125 Penalty: 2804.280518
	Iteration 19Q: 3 clusters Score -257325.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -257342.640625 Penalty: 2804.280518
	Iteration 20F: 3 clusters Score -257342.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -257356.656250 Penalty: 2804.280518
	Iteration 21Q: 3 clusters Score -257356.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -257371.250000 Penalty: 2804.280518
	Iteration 22Q: 3 clusters Score -257371.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -257379.906250 Penalty: 2804.280518
	Iteration 23Q: 3 clusters Score -257379.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -257386.265625 Penalty: 2804.280518
	Iteration 24Q: 3 clusters Score -257386.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -257393.031250 Penalty: 2804.280518
	Iteration 25Q: 3 clusters Score -257393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -257398.437500 Penalty: 2804.280518
	Iteration 26Q: 3 clusters Score -257398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -257405.359375 Penalty: 2804.280518
	Iteration 27Q: 3 clusters Score -257405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -257408.390625 Penalty: 2804.280518
	Iteration 28Q: 3 clusters Score -257408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -257413.125000 Penalty: 2804.280518
	Iteration 29Q: 3 clusters Score -257413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -257416.343750 Penalty: 2804.280518
	Iteration 30Q: 3 clusters Score -257416.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -257420.421875 Penalty: 2804.280518
	Iteration 31Q: 3 clusters Score -257420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -257422.968750 Penalty: 2804.280518
	Iteration 32Q: 3 clusters Score -257423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -257424.359375 Penalty: 2804.280518
	Iteration 33Q: 3 clusters Score -257424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -257426.156250 Penalty: 2804.280518
	Iteration 34Q: 3 clusters Score -257426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -257428.500000 Penalty: 2804.280518
	Iteration 35Q: 3 clusters Score -257428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -257428.406250 Penalty: 2804.280518
	Iteration 36Q: 3 clusters Score -257428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -257428.406250 Penalty: 2804.280518
	Iteration 37F: 3 clusters Score -257428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 105390 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 13579 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18560 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 142311 members 
Mstep: Class 12 contains 45802 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 14342 members 
Mstep: Class 15 contains 89762 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 8672 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 19 contains 7367 members 
Mstep: Class 20 contains 36573 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 10749 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 41385 members 
Mstep: Class 25 contains 19271 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 863 members 
Entering Unmasked Estep 
Score: -34138256.000000 Penalty: 58543.109375
Splitting cluster 6 changes total score from -34138832.000000 to -34138256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -84232.585938 Penalty: 1195.810059
	Iteration 0F: 2 clusters Score -84232.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -82394.281250 Penalty: 2391.620117
	Iteration 0F: 3 clusters Score -82394.28 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -82802.148438 Penalty: 2391.620117
	Iteration 1F: 3 clusters Score -82802.15 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -82916.156250 Penalty: 2391.620117
	Iteration 2F: 3 clusters Score -82916.16 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -82987.820312 Penalty: 2391.620117
	Iteration 3Q: 3 clusters Score -82987.82 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -83057.554688 Penalty: 2391.620117
	Iteration 4Q: 3 clusters Score -83057.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -83110.085938 Penalty: 2391.620117
	Iteration 5Q: 3 clusters Score -83110.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -83148.156250 Penalty: 2391.620117
	Iteration 6Q: 3 clusters Score -83148.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -83183.250000 Penalty: 2391.620117
	Iteration 7Q: 3 clusters Score -83183.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -83217.585938 Penalty: 2391.620117
	Iteration 8Q: 3 clusters Score -83217.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -83239.765625 Penalty: 2391.620117
	Iteration 9Q: 3 clusters Score -83239.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -83252.820312 Penalty: 2391.620117
	Iteration 10Q: 3 clusters Score -83252.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -83257.875000 Penalty: 2391.620117
	Iteration 11Q: 3 clusters Score -83257.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -83264.570312 Penalty: 2391.620117
	Iteration 12Q: 3 clusters Score -83264.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -83271.101562 Penalty: 2391.620117
	Iteration 13Q: 3 clusters Score -83271.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -83275.148438 Penalty: 2391.620117
	Iteration 14Q: 3 clusters Score -83275.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -83279.203125 Penalty: 2391.620117
	Iteration 15Q: 3 clusters Score -83279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -83283.492188 Penalty: 2391.620117
	Iteration 16Q: 3 clusters Score -83283.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -83287.593750 Penalty: 2391.620117
	Iteration 17Q: 3 clusters Score -83287.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -83289.992188 Penalty: 2391.620117
	Iteration 18Q: 3 clusters Score -83289.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -83292.531250 Penalty: 2391.620117
	Iteration 19Q: 3 clusters Score -83292.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -83293.968750 Penalty: 2391.620117
	Iteration 20F: 3 clusters Score -83293.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -83295.882812 Penalty: 2391.620117
	Iteration 21Q: 3 clusters Score -83295.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -83297.601562 Penalty: 2391.620117
	Iteration 22Q: 3 clusters Score -83297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -83299.617188 Penalty: 2391.620117
	Iteration 23Q: 3 clusters Score -83299.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -83301.843750 Penalty: 2391.620117
	Iteration 24Q: 3 clusters Score -83301.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -83302.765625 Penalty: 2391.620117
	Iteration 25Q: 3 clusters Score -83302.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -83304.890625 Penalty: 2391.620117
	Iteration 26Q: 3 clusters Score -83304.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -83305.195312 Penalty: 2391.620117
	Iteration 27Q: 3 clusters Score -83305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -83305.195312 Penalty: 2391.620117
	Iteration 28F: 3 clusters Score -83305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Entering Unmasked Estep 
Score: -1068965.500000 Penalty: 1597.174194
	Iteration 0F: 2 clusters Score -1068966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1056342.500000 Penalty: 3194.348389
	Iteration 0F: 3 clusters Score -1056342 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1060951.750000 Penalty: 3194.348389
	Iteration 1F: 3 clusters Score -1060952 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1061550.750000 Penalty: 3194.348389
	Iteration 2F: 3 clusters Score -1061551 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1062264.375000 Penalty: 3194.348389
	Iteration 3F: 3 clusters Score -1062264 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1063112.500000 Penalty: 3194.348389
	Iteration 4F: 3 clusters Score -1063112 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1063979.250000 Penalty: 3194.348389
	Iteration 5F: 3 clusters Score -1063979 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1064721.500000 Penalty: 3194.348389
	Iteration 6F: 3 clusters Score -1064722 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1065280.250000 Penalty: 3194.348389
	Iteration 7Q: 3 clusters Score -1065280 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1065680.500000 Penalty: 3194.348389
	Iteration 8Q: 3 clusters Score -1065680 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1065992.125000 Penalty: 3194.348389
	Iteration 9Q: 3 clusters Score -1065992 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1066264.250000 Penalty: 3194.348389
	Iteration 10Q: 3 clusters Score -1066264 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1066503.750000 Penalty: 3194.348389
	Iteration 11Q: 3 clusters Score -1066504 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1066709.000000 Penalty: 3194.348389
	Iteration 12Q: 3 clusters Score -1066709 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1066892.000000 Penalty: 3194.348389
	Iteration 13Q: 3 clusters Score -1066892 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1067073.000000 Penalty: 3194.348389
	Iteration 14Q: 3 clusters Score -1067073 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1067207.250000 Penalty: 3194.348389
	Iteration 15Q: 3 clusters Score -1067207 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1067337.625000 Penalty: 3194.348389
	Iteration 16Q: 3 clusters Score -1067338 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1067441.500000 Penalty: 3194.348389
	Iteration 17Q: 3 clusters Score -1067442 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1067539.875000 Penalty: 3194.348389
	Iteration 18Q: 3 clusters Score -1067540 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1067602.625000 Penalty: 3194.348389
	Iteration 19Q: 3 clusters Score -1067603 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1067642.000000 Penalty: 3194.348389
	Iteration 20F: 3 clusters Score -1067642 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1067676.250000 Penalty: 3194.348389
	Iteration 21Q: 3 clusters Score -1067676 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1067698.750000 Penalty: 3194.348389
	Iteration 22Q: 3 clusters Score -1067699 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1067711.625000 Penalty: 3194.348389
	Iteration 23Q: 3 clusters Score -1067712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1067725.500000 Penalty: 3194.348389
	Iteration 24Q: 3 clusters Score -1067726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1067730.625000 Penalty: 3194.348389
	Iteration 25Q: 3 clusters Score -1067731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1067738.625000 Penalty: 3194.348389
	Iteration 26Q: 3 clusters Score -1067739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1067747.750000 Penalty: 3194.348389
	Iteration 27Q: 3 clusters Score -1067748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1067761.875000 Penalty: 3194.348389
	Iteration 28Q: 3 clusters Score -1067762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1067775.000000 Penalty: 3194.348389
	Iteration 29Q: 3 clusters Score -1067775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1067777.875000 Penalty: 3194.348389
	Iteration 30Q: 3 clusters Score -1067778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1067782.875000 Penalty: 3194.348389
	Iteration 31Q: 3 clusters Score -1067783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1067788.625000 Penalty: 3194.348389
	Iteration 32Q: 3 clusters Score -1067789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1067792.250000 Penalty: 3194.348389
	Iteration 33Q: 3 clusters Score -1067792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1067795.125000 Penalty: 3194.348389
	Iteration 34Q: 3 clusters Score -1067795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1067800.250000 Penalty: 3194.348389
	Iteration 35Q: 3 clusters Score -1067800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1067802.375000 Penalty: 3194.348389
	Iteration 36Q: 3 clusters Score -1067802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1067805.250000 Penalty: 3194.348389
	Iteration 37Q: 3 clusters Score -1067805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1067807.375000 Penalty: 3194.348389
	Iteration 38Q: 3 clusters Score -1067807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1067808.500000 Penalty: 3194.348389
	Iteration 39Q: 3 clusters Score -1067808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1067809.000000 Penalty: 3194.348389
	Iteration 40F: 3 clusters Score -1067809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1067814.125000 Penalty: 3194.348389
	Iteration 41Q: 3 clusters Score -1067814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1067814.625000 Penalty: 3194.348389
	Iteration 42Q: 3 clusters Score -1067815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1067814.375000 Penalty: 3194.348389
	Iteration 43Q: 3 clusters Score -1067814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1067812.500000 Penalty: 3194.348389
	Iteration 44Q: 3 clusters Score -1067812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1067816.375000 Penalty: 3194.348389
	Iteration 45Q: 3 clusters Score -1067816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1067816.375000 Penalty: 3194.348389
	Iteration 46Q: 3 clusters Score -1067816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1067817.750000 Penalty: 3194.348389
	Iteration 47Q: 3 clusters Score -1067818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1067823.750000 Penalty: 3194.348389
	Iteration 48Q: 3 clusters Score -1067824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1067821.250000 Penalty: 3194.348389
	Iteration 49Q: 3 clusters Score -1067821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1067824.500000 Penalty: 3194.348389
	Iteration 50Q: 3 clusters Score -1067824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1067825.000000 Penalty: 3194.348389
	Iteration 51Q: 3 clusters Score -1067825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1067826.250000 Penalty: 3194.348389
	Iteration 52Q: 3 clusters Score -1067826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1067829.875000 Penalty: 3194.348389
	Iteration 53Q: 3 clusters Score -1067830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1067835.875000 Penalty: 3194.348389
	Iteration 54Q: 3 clusters Score -1067836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1067839.500000 Penalty: 3194.348389
	Iteration 55Q: 3 clusters Score -1067840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1067841.250000 Penalty: 3194.348389
	Iteration 56Q: 3 clusters Score -1067841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1067844.250000 Penalty: 3194.348389
	Iteration 57Q: 3 clusters Score -1067844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1067848.375000 Penalty: 3194.348389
	Iteration 58Q: 3 clusters Score -1067848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1067847.375000 Penalty: 3194.348389
	Iteration 59Q: 3 clusters Score -1067847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1067851.875000 Penalty: 3194.348389
	Iteration 60F: 3 clusters Score -1067852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1067855.125000 Penalty: 3194.348389
	Iteration 61Q: 3 clusters Score -1067855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1067857.000000 Penalty: 3194.348389
	Iteration 62Q: 3 clusters Score -1067857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1067857.250000 Penalty: 3194.348389
	Iteration 63Q: 3 clusters Score -1067857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1067859.750000 Penalty: 3194.348389
	Iteration 64Q: 3 clusters Score -1067860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1067860.625000 Penalty: 3194.348389
	Iteration 65Q: 3 clusters Score -1067861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1067865.500000 Penalty: 3194.348389
	Iteration 66Q: 3 clusters Score -1067866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1067867.375000 Penalty: 3194.348389
	Iteration 67Q: 3 clusters Score -1067867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1067865.375000 Penalty: 3194.348389
	Iteration 68Q: 3 clusters Score -1067865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1067866.625000 Penalty: 3194.348389
	Iteration 69Q: 3 clusters Score -1067867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1067866.500000 Penalty: 3194.348389
	Iteration 70Q: 3 clusters Score -1067866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1067869.500000 Penalty: 3194.348389
	Iteration 71Q: 3 clusters Score -1067870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1067873.750000 Penalty: 3194.348389
	Iteration 72Q: 3 clusters Score -1067874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1067873.750000 Penalty: 3194.348389
	Iteration 73Q: 3 clusters Score -1067874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1067876.500000 Penalty: 3194.348389
	Iteration 74Q: 3 clusters Score -1067876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1067878.500000 Penalty: 3194.348389
	Iteration 75Q: 3 clusters Score -1067878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1067880.125000 Penalty: 3194.348389
	Iteration 76Q: 3 clusters Score -1067880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1067880.625000 Penalty: 3194.348389
	Iteration 77Q: 3 clusters Score -1067881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1067883.250000 Penalty: 3194.348389
	Iteration 78Q: 3 clusters Score -1067883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1067887.125000 Penalty: 3194.348389
	Iteration 79Q: 3 clusters Score -1067887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1067887.500000 Penalty: 3194.348389
	Iteration 80F: 3 clusters Score -1067888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1067887.625000 Penalty: 3194.348389
	Iteration 81Q: 3 clusters Score -1067888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1067888.875000 Penalty: 3194.348389
	Iteration 82Q: 3 clusters Score -1067889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1067889.875000 Penalty: 3194.348389
	Iteration 83Q: 3 clusters Score -1067890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1067891.250000 Penalty: 3194.348389
	Iteration 84Q: 3 clusters Score -1067891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1067892.375000 Penalty: 3194.348389
	Iteration 85Q: 3 clusters Score -1067892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1067893.125000 Penalty: 3194.348389
	Iteration 86Q: 3 clusters Score -1067893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1067893.250000 Penalty: 3194.348389
	Iteration 87Q: 3 clusters Score -1067893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1067895.000000 Penalty: 3194.348389
	Iteration 88Q: 3 clusters Score -1067895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1067894.000000 Penalty: 3194.348389
	Iteration 89Q: 3 clusters Score -1067894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1067894.000000 Penalty: 3194.348389
	Iteration 90F: 3 clusters Score -1067894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -87142.156250 Penalty: 1211.485962
	Iteration 0F: 2 clusters Score -87142.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -85222.976562 Penalty: 2422.971924
	Iteration 0F: 3 clusters Score -85222.98 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -85743.460938 Penalty: 2422.971924
	Iteration 1F: 3 clusters Score -85743.46 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -86048.429688 Penalty: 2422.971924
	Iteration 2F: 3 clusters Score -86048.43 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -86291.085938 Penalty: 2422.971924
	Iteration 3F: 3 clusters Score -86291.09 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -86453.382812 Penalty: 2422.971924
	Iteration 4F: 3 clusters Score -86453.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -86531.914062 Penalty: 2422.971924
	Iteration 5Q: 3 clusters Score -86531.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -86592.398438 Penalty: 2422.971924
	Iteration 6Q: 3 clusters Score -86592.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -86649.210938 Penalty: 2422.971924
	Iteration 7Q: 3 clusters Score -86649.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -86704.867188 Penalty: 2422.971924
	Iteration 8Q: 3 clusters Score -86704.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -86771.046875 Penalty: 2422.971924
	Iteration 9Q: 3 clusters Score -86771.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -86826.976562 Penalty: 2422.971924
	Iteration 10Q: 3 clusters Score -86826.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -86860.617188 Penalty: 2422.971924
	Iteration 11Q: 3 clusters Score -86860.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -86880.007812 Penalty: 2422.971924
	Iteration 12Q: 3 clusters Score -86880.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -86895.445312 Penalty: 2422.971924
	Iteration 13Q: 3 clusters Score -86895.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -86906.632812 Penalty: 2422.971924
	Iteration 14Q: 3 clusters Score -86906.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -86908.328125 Penalty: 2422.971924
	Iteration 15Q: 3 clusters Score -86908.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -86910.054688 Penalty: 2422.971924
	Iteration 16Q: 3 clusters Score -86910.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -86911.468750 Penalty: 2422.971924
	Iteration 17Q: 3 clusters Score -86911.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -86912.617188 Penalty: 2422.971924
	Iteration 18Q: 3 clusters Score -86912.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -86914.296875 Penalty: 2422.971924
	Iteration 19Q: 3 clusters Score -86914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -86915.054688 Penalty: 2422.971924
	Iteration 20F: 3 clusters Score -86915.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Entering Unmasked Estep 
Score: -173102.796875 Penalty: 1308.239258
	Iteration 0F: 2 clusters Score -173102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -170310.437500 Penalty: 2616.478516
	Iteration 0F: 3 clusters Score -170310.4 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -171096.921875 Penalty: 2616.478516
	Iteration 1F: 3 clusters Score -171096.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -171337.640625 Penalty: 2616.478516
	Iteration 2F: 3 clusters Score -171337.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -171496.921875 Penalty: 2616.478516
	Iteration 3F: 3 clusters Score -171496.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -171651.609375 Penalty: 2616.478516
	Iteration 4F: 3 clusters Score -171651.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -171810.140625 Penalty: 2616.478516
	Iteration 5F: 3 clusters Score -171810.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -171917.765625 Penalty: 2616.478516
	Iteration 6F: 3 clusters Score -171917.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -172024.187500 Penalty: 2616.478516
	Iteration 7Q: 3 clusters Score -172024.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -172124.250000 Penalty: 2616.478516
	Iteration 8Q: 3 clusters Score -172124.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -172203.187500 Penalty: 2616.478516
	Iteration 9Q: 3 clusters Score -172203.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -172277.015625 Penalty: 2616.478516
	Iteration 10Q: 3 clusters Score -172277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -172324.515625 Penalty: 2616.478516
	Iteration 11Q: 3 clusters Score -172324.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -172360.953125 Penalty: 2616.478516
	Iteration 12Q: 3 clusters Score -172361 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -172409.000000 Penalty: 2616.478516
	Iteration 13Q: 3 clusters Score -172409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -172439.812500 Penalty: 2616.478516
	Iteration 14Q: 3 clusters Score -172439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -172459.312500 Penalty: 2616.478516
	Iteration 15Q: 3 clusters Score -172459.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -172478.093750 Penalty: 2616.478516
	Iteration 16Q: 3 clusters Score -172478.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -172490.500000 Penalty: 2616.478516
	Iteration 17Q: 3 clusters Score -172490.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -172502.390625 Penalty: 2616.478516
	Iteration 18Q: 3 clusters Score -172502.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -172512.281250 Penalty: 2616.478516
	Iteration 19Q: 3 clusters Score -172512.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -172533.156250 Penalty: 2616.478516
	Iteration 20F: 3 clusters Score -172533.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -172552.093750 Penalty: 2616.478516
	Iteration 21Q: 3 clusters Score -172552.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -172562.062500 Penalty: 2616.478516
	Iteration 22Q: 3 clusters Score -172562.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -172573.843750 Penalty: 2616.478516
	Iteration 23Q: 3 clusters Score -172573.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -172582.109375 Penalty: 2616.478516
	Iteration 24Q: 3 clusters Score -172582.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -172591.890625 Penalty: 2616.478516
	Iteration 25Q: 3 clusters Score -172591.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -172597.203125 Penalty: 2616.478516
	Iteration 26Q: 3 clusters Score -172597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -172602.078125 Penalty: 2616.478516
	Iteration 27Q: 3 clusters Score -172602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -172606.109375 Penalty: 2616.478516
	Iteration 28Q: 3 clusters Score -172606.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -172611.843750 Penalty: 2616.478516
	Iteration 29Q: 3 clusters Score -172611.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -172617.875000 Penalty: 2616.478516
	Iteration 30Q: 3 clusters Score -172617.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -172621.390625 Penalty: 2616.478516
	Iteration 31Q: 3 clusters Score -172621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -172622.109375 Penalty: 2616.478516
	Iteration 32Q: 3 clusters Score -172622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -172623.156250 Penalty: 2616.478516
	Iteration 33Q: 3 clusters Score -172623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -172627.062500 Penalty: 2616.478516
	Iteration 34Q: 3 clusters Score -172627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -172631.421875 Penalty: 2616.478516
	Iteration 35Q: 3 clusters Score -172631.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -172636.953125 Penalty: 2616.478516
	Iteration 36Q: 3 clusters Score -172637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -172640.203125 Penalty: 2616.478516
	Iteration 37Q: 3 clusters Score -172640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -172641.453125 Penalty: 2616.478516
	Iteration 38Q: 3 clusters Score -172641.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -172642.765625 Penalty: 2616.478516
	Iteration 39Q: 3 clusters Score -172642.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -172642.765625 Penalty: 2616.478516
	Iteration 40F: 3 clusters Score -172642.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (142311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142311 members 
Entering Unmasked Estep 
Score: -8356637.000000 Penalty: 1928.187622
	Iteration 0F: 2 clusters Score -8356637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -8261154.500000 Penalty: 3856.375244
	Iteration 0F: 3 clusters Score -8261154 nChanged 68896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -8301552.000000 Penalty: 3856.375244
	Iteration 1F: 3 clusters Score -8301552 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -8302291.000000 Penalty: 3856.375244
	Iteration 2Q: 3 clusters Score -8302291 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -8303210.500000 Penalty: 3856.375244
	Iteration 3Q: 3 clusters Score -8303210 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -8304521.500000 Penalty: 3856.375244
	Iteration 4Q: 3 clusters Score -8304522 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -8306313.500000 Penalty: 3856.375244
	Iteration 5Q: 3 clusters Score -8306314 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -8308971.000000 Penalty: 3856.375244
	Iteration 6Q: 3 clusters Score -8308971 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -8312215.500000 Penalty: 3856.375244
	Iteration 7Q: 3 clusters Score -8312216 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -8316455.000000 Penalty: 3856.375244
	Iteration 8F: 3 clusters Score -8316455 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -8320858.000000 Penalty: 3856.375244
	Iteration 9F: 3 clusters Score -8320858 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -8325286.000000 Penalty: 3856.375244
	Iteration 10F: 3 clusters Score -8325286 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -8329840.000000 Penalty: 3856.375244
	Iteration 11F: 3 clusters Score -8329840 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -8334106.500000 Penalty: 3856.375244
	Iteration 12Q: 3 clusters Score -8334106 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -8338036.000000 Penalty: 3856.375244
	Iteration 13Q: 3 clusters Score -8338036 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -8341388.500000 Penalty: 3856.375244
	Iteration 14Q: 3 clusters Score -8341388 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 120313 members 
Entering Unmasked Estep 
Score: -8344126.000000 Penalty: 3856.375244
	Iteration 15Q: 3 clusters Score -8344126 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 124587 members 
Entering Unmasked Estep 
Score: -8346474.000000 Penalty: 3856.375244
	Iteration 16Q: 3 clusters Score -8346474 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 128256 members 
Entering Unmasked Estep 
Score: -8348450.000000 Penalty: 3856.375244
	Iteration 17Q: 3 clusters Score -8348450 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 131295 members 
Entering Unmasked Estep 
Score: -8350088.000000 Penalty: 3856.375244
	Iteration 18Q: 3 clusters Score -8350088 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 133853 members 
Entering Unmasked Estep 
Score: -8351425.000000 Penalty: 3856.375244
	Iteration 19Q: 3 clusters Score -8351425 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 135856 members 
Entering Unmasked Estep 
Score: -8352510.500000 Penalty: 3856.375244
	Iteration 20F: 3 clusters Score -8352510 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 137388 members 
Entering Unmasked Estep 
Score: -8353253.000000 Penalty: 3856.375244
	Iteration 21Q: 3 clusters Score -8353253 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 138477 members 
Entering Unmasked Estep 
Score: -8353770.500000 Penalty: 3856.375244
	Iteration 22Q: 3 clusters Score -8353770 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 139267 members 
Entering Unmasked Estep 
Score: -8354090.000000 Penalty: 3856.375244
	Iteration 23Q: 3 clusters Score -8354090 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 139836 members 
Entering Unmasked Estep 
Score: -8354335.000000 Penalty: 3856.375244
	Iteration 24Q: 3 clusters Score -8354335 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 140234 members 
Entering Unmasked Estep 
Score: -8354488.500000 Penalty: 3856.375244
	Iteration 25Q: 3 clusters Score -8354488 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 140512 members 
Entering Unmasked Estep 
Score: -8354635.000000 Penalty: 3856.375244
	Iteration 26Q: 3 clusters Score -8354635 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 140713 members 
Entering Unmasked Estep 
Score: -8354745.000000 Penalty: 3856.375244
	Iteration 27Q: 3 clusters Score -8354745 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -8354824.000000 Penalty: 3856.375244
	Iteration 28Q: 3 clusters Score -8354824 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -8354882.000000 Penalty: 3856.375244
	Iteration 29Q: 3 clusters Score -8354882 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 141108 members 
Entering Unmasked Estep 
Score: -8354890.000000 Penalty: 3856.375244
	Iteration 30Q: 3 clusters Score -8354890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 141165 members 
Entering Unmasked Estep 
Score: -8354920.000000 Penalty: 3856.375244
	Iteration 31Q: 3 clusters Score -8354920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 141217 members 
Entering Unmasked Estep 
Score: -8354935.500000 Penalty: 3856.375244
	Iteration 32Q: 3 clusters Score -8354936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 141258 members 
Entering Unmasked Estep 
Score: -8354945.500000 Penalty: 3856.375244
	Iteration 33Q: 3 clusters Score -8354946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 141293 members 
Entering Unmasked Estep 
Score: -8354961.000000 Penalty: 3856.375244
	Iteration 34Q: 3 clusters Score -8354961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 141319 members 
Entering Unmasked Estep 
Score: -8354963.500000 Penalty: 3856.375244
	Iteration 35Q: 3 clusters Score -8354964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 141338 members 
Entering Unmasked Estep 
Score: -8354980.000000 Penalty: 3856.375244
	Iteration 36Q: 3 clusters Score -8354980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 141356 members 
Entering Unmasked Estep 
Score: -8354982.000000 Penalty: 3856.375244
	Iteration 37Q: 3 clusters Score -8354982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 141366 members 
Entering Unmasked Estep 
Score: -8354977.000000 Penalty: 3856.375244
	Iteration 38Q: 3 clusters Score -8354977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 141381 members 
Entering Unmasked Estep 
Score: -8354988.500000 Penalty: 3856.375244
	Iteration 39Q: 3 clusters Score -8354988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 141389 members 
Entering Unmasked Estep 
Score: -8355004.000000 Penalty: 3856.375244
	Iteration 40F: 3 clusters Score -8355004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 141400 members 
Entering Unmasked Estep 
Score: -8355011.000000 Penalty: 3856.375244
	Iteration 41Q: 3 clusters Score -8355011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -8355014.500000 Penalty: 3856.375244
	Iteration 42Q: 3 clusters Score -8355014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 141427 members 
Entering Unmasked Estep 
Score: -8355022.000000 Penalty: 3856.375244
	Iteration 43Q: 3 clusters Score -8355022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 141441 members 
Entering Unmasked Estep 
Score: -8355036.000000 Penalty: 3856.375244
	Iteration 44Q: 3 clusters Score -8355036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 141457 members 
Entering Unmasked Estep 
Score: -8355053.000000 Penalty: 3856.375244
	Iteration 45Q: 3 clusters Score -8355053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 141470 members 
Entering Unmasked Estep 
Score: -8355054.000000 Penalty: 3856.375244
	Iteration 46Q: 3 clusters Score -8355054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 141479 members 
Entering Unmasked Estep 
Score: -8355068.500000 Penalty: 3856.375244
	Iteration 47Q: 3 clusters Score -8355068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 141480 members 
Entering Unmasked Estep 
Score: -8355071.500000 Penalty: 3856.375244
	Iteration 48Q: 3 clusters Score -8355072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 141484 members 
Entering Unmasked Estep 
Score: -8355077.500000 Penalty: 3856.375244
	Iteration 49Q: 3 clusters Score -8355078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 141488 members 
Entering Unmasked Estep 
Score: -8355074.000000 Penalty: 3856.375244
	Iteration 50Q: 3 clusters Score -8355074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 141491 members 
Entering Unmasked Estep 
Score: -8355073.500000 Penalty: 3856.375244
	Iteration 51Q: 3 clusters Score -8355074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 141495 members 
Entering Unmasked Estep 
Score: -8355073.500000 Penalty: 3856.375244
	Iteration 52Q: 3 clusters Score -8355074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 141497 members 
Entering Unmasked Estep 
Score: -8355077.000000 Penalty: 3856.375244
	Iteration 53Q: 3 clusters Score -8355077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 141498 members 
Entering Unmasked Estep 
Score: -8355076.500000 Penalty: 3856.375244
	Iteration 54Q: 3 clusters Score -8355076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -8355076.500000 Penalty: 3856.375244
	Iteration 55Q: 3 clusters Score -8355076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 141502 members 
Entering Unmasked Estep 
Score: -8355088.500000 Penalty: 3856.375244
	Iteration 56Q: 3 clusters Score -8355088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 141504 members 
Entering Unmasked Estep 
Score: -8355082.500000 Penalty: 3856.375244
	Iteration 57Q: 3 clusters Score -8355082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 141505 members 
Entering Unmasked Estep 
Score: -8355083.000000 Penalty: 3856.375244
	Iteration 58Q: 3 clusters Score -8355083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 141506 members 
Entering Unmasked Estep 
Score: -8355080.500000 Penalty: 3856.375244
	Iteration 59Q: 3 clusters Score -8355080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 141507 members 
Entering Unmasked Estep 
Score: -8355080.000000 Penalty: 3856.375244
	Iteration 60F: 3 clusters Score -8355080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 141509 members 
Entering Unmasked Estep 
Score: -8355090.500000 Penalty: 3856.375244
	Iteration 61Q: 3 clusters Score -8355090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 141511 members 
Entering Unmasked Estep 
Score: -8355089.000000 Penalty: 3856.375244
	Iteration 62Q: 3 clusters Score -8355089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 141511 members 
Entering Unmasked Estep 
Score: -8355089.000000 Penalty: 3856.375244
	Iteration 63F: 3 clusters Score -8355089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Entering Unmasked Estep 
Score: -2383522.500000 Penalty: 1743.963501
	Iteration 0F: 2 clusters Score -2383522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2352983.750000 Penalty: 3487.927002
	Iteration 0F: 3 clusters Score -2352984 nChanged 21354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2365379.500000 Penalty: 3487.927002
	Iteration 1F: 3 clusters Score -2365380 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2366589.500000 Penalty: 3487.927002
	Iteration 2F: 3 clusters Score -2366590 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2367918.250000 Penalty: 3487.927002
	Iteration 3F: 3 clusters Score -2367918 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2369475.750000 Penalty: 3487.927002
	Iteration 4F: 3 clusters Score -2369476 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2371215.250000 Penalty: 3487.927002
	Iteration 5F: 3 clusters Score -2371215 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2372972.250000 Penalty: 3487.927002
	Iteration 6F: 3 clusters Score -2372972 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2374539.000000 Penalty: 3487.927002
	Iteration 7F: 3 clusters Score -2374539 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2376006.250000 Penalty: 3487.927002
	Iteration 8Q: 3 clusters Score -2376006 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2377359.250000 Penalty: 3487.927002
	Iteration 9Q: 3 clusters Score -2377359 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2378380.500000 Penalty: 3487.927002
	Iteration 10Q: 3 clusters Score -2378380 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2379037.250000 Penalty: 3487.927002
	Iteration 11Q: 3 clusters Score -2379037 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2379401.250000 Penalty: 3487.927002
	Iteration 12Q: 3 clusters Score -2379401 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2379641.000000 Penalty: 3487.927002
	Iteration 13Q: 3 clusters Score -2379641 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2379784.000000 Penalty: 3487.927002
	Iteration 14Q: 3 clusters Score -2379784 nChanged 437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2379895.250000 Penalty: 3487.927002
	Iteration 15Q: 3 clusters Score -2379895 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2379983.500000 Penalty: 3487.927002
	Iteration 16Q: 3 clusters Score -2379984 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2380062.500000 Penalty: 3487.927002
	Iteration 17Q: 3 clusters Score -2380062 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2380134.750000 Penalty: 3487.927002
	Iteration 18Q: 3 clusters Score -2380135 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2380202.000000 Penalty: 3487.927002
	Iteration 19Q: 3 clusters Score -2380202 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2380273.500000 Penalty: 3487.927002
	Iteration 20F: 3 clusters Score -2380274 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2380317.250000 Penalty: 3487.927002
	Iteration 21Q: 3 clusters Score -2380317 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2380370.500000 Penalty: 3487.927002
	Iteration 22Q: 3 clusters Score -2380370 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2380425.500000 Penalty: 3487.927002
	Iteration 23Q: 3 clusters Score -2380426 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2380485.500000 Penalty: 3487.927002
	Iteration 24Q: 3 clusters Score -2380486 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2380542.500000 Penalty: 3487.927002
	Iteration 25Q: 3 clusters Score -2380542 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2380600.500000 Penalty: 3487.927002
	Iteration 26Q: 3 clusters Score -2380600 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2380658.250000 Penalty: 3487.927002
	Iteration 27Q: 3 clusters Score -2380658 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2380692.750000 Penalty: 3487.927002
	Iteration 28Q: 3 clusters Score -2380693 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2380733.500000 Penalty: 3487.927002
	Iteration 29Q: 3 clusters Score -2380734 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2380774.750000 Penalty: 3487.927002
	Iteration 30Q: 3 clusters Score -2380775 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2380816.750000 Penalty: 3487.927002
	Iteration 31Q: 3 clusters Score -2380817 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2380870 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2380908.250000 Penalty: 3487.927002
	Iteration 33Q: 3 clusters Score -2380908 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2380946.250000 Penalty: 3487.927002
	Iteration 34Q: 3 clusters Score -2380946 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2380978 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2381018.000000 Penalty: 3487.927002
	Iteration 36Q: 3 clusters Score -2381018 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2381038.250000 Penalty: 3487.927002
	Iteration 37Q: 3 clusters Score -2381038 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2381071 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2381107 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2381129.750000 Penalty: 3487.927002
	Iteration 40F: 3 clusters Score -2381130 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2381143.250000 Penalty: 3487.927002
	Iteration 41Q: 3 clusters Score -2381143 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2381176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2381211.500000 Penalty: 3487.927002
	Iteration 43Q: 3 clusters Score -2381212 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2381233 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2381246 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2381272 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2381283.750000 Penalty: 3487.927002
	Iteration 47Q: 3 clusters Score -2381284 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2381311.500000 Penalty: 3487.927002
	Iteration 48Q: 3 clusters Score -2381312 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2381340.250000 Penalty: 3487.927002
	Iteration 49Q: 3 clusters Score -2381340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2381372.500000 Penalty: 3487.927002
	Iteration 50Q: 3 clusters Score -2381372 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2381404.000000 Penalty: 3487.927002
	Iteration 51Q: 3 clusters Score -2381404 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2381447.750000 Penalty: 3487.927002
	Iteration 52Q: 3 clusters Score -2381448 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2381499.000000 Penalty: 3487.927002
	Iteration 53Q: 3 clusters Score -2381499 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2381527.250000 Penalty: 3487.927002
	Iteration 54Q: 3 clusters Score -2381527 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2381551.250000 Penalty: 3487.927002
	Iteration 55Q: 3 clusters Score -2381551 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2381598 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2381643.500000 Penalty: 3487.927002
	Iteration 57Q: 3 clusters Score -2381644 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2381679.500000 Penalty: 3487.927002
	Iteration 58Q: 3 clusters Score -2381680 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2381724.500000 Penalty: 3487.927002
	Iteration 59Q: 3 clusters Score -2381724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2381769.750000 Penalty: 3487.927002
	Iteration 60F: 3 clusters Score -2381770 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2381800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2381843.750000 Penalty: 3487.927002
	Iteration 62Q: 3 clusters Score -2381844 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2381885.500000 Penalty: 3487.927002
	Iteration 63Q: 3 clusters Score -2381886 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2381929.000000 Penalty: 3487.927002
	Iteration 64Q: 3 clusters Score -2381929 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2381977.750000 Penalty: 3487.927002
	Iteration 65Q: 3 clusters Score -2381978 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2382024.750000 Penalty: 3487.927002
	Iteration 66Q: 3 clusters Score -2382025 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2382056.000000 Penalty: 3487.927002
	Iteration 67Q: 3 clusters Score -2382056 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2382088.750000 Penalty: 3487.927002
	Iteration 68Q: 3 clusters Score -2382089 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2382123.500000 Penalty: 3487.927002
	Iteration 69Q: 3 clusters Score -2382124 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2382144.750000 Penalty: 3487.927002
	Iteration 70Q: 3 clusters Score -2382145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2382160.500000 Penalty: 3487.927002
	Iteration 71Q: 3 clusters Score -2382160 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2382185.000000 Penalty: 3487.927002
	Iteration 72Q: 3 clusters Score -2382185 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2382205.750000 Penalty: 3487.927002
	Iteration 73Q: 3 clusters Score -2382206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2382223.250000 Penalty: 3487.927002
	Iteration 74Q: 3 clusters Score -2382223 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2382238.000000 Penalty: 3487.927002
	Iteration 75Q: 3 clusters Score -2382238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2382245.000000 Penalty: 3487.927002
	Iteration 76Q: 3 clusters Score -2382245 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2382261.500000 Penalty: 3487.927002
	Iteration 77Q: 3 clusters Score -2382262 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2382278.750000 Penalty: 3487.927002
	Iteration 78Q: 3 clusters Score -2382279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
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Entering Unmasked Estep 
Score: -2382289.500000 Penalty: 3487.927002
	Iteration 79Q: 3 clusters Score -2382290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2382296.500000 Penalty: 3487.927002
	Iteration 80F: 3 clusters Score -2382296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2382307.000000 Penalty: 3487.927002
	Iteration 81Q: 3 clusters Score -2382307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2382323.000000 Penalty: 3487.927002
	Iteration 82Q: 3 clusters Score -2382323 nChanged 52
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Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2382336.250000 Penalty: 3487.927002
	Iteration 83Q: 3 clusters Score -2382336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2382338 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2382345.250000 Penalty: 3487.927002
	Iteration 85Q: 3 clusters Score -2382345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2382358.250000 Penalty: 3487.927002
	Iteration 86Q: 3 clusters Score -2382358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2382359.500000 Penalty: 3487.927002
	Iteration 87Q: 3 clusters Score -2382360 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2382377.750000 Penalty: 3487.927002
	Iteration 88Q: 3 clusters Score -2382378 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2382390.250000 Penalty: 3487.927002
	Iteration 89Q: 3 clusters Score -2382390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2382403.000000 Penalty: 3487.927002
	Iteration 90Q: 3 clusters Score -2382403 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2382413.750000 Penalty: 3487.927002
	Iteration 91Q: 3 clusters Score -2382414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2382418.000000 Penalty: 3487.927002
	Iteration 92Q: 3 clusters Score -2382418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2382426.500000 Penalty: 3487.927002
	Iteration 93Q: 3 clusters Score -2382426 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2382445.250000 Penalty: 3487.927002
	Iteration 94Q: 3 clusters Score -2382445 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2382455.000000 Penalty: 3487.927002
	Iteration 95Q: 3 clusters Score -2382455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2382467.000000 Penalty: 3487.927002
	Iteration 96Q: 3 clusters Score -2382467 nChanged 49
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Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2382486.000000 Penalty: 3487.927002
	Iteration 97Q: 3 clusters Score -2382486 nChanged 38
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Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2382494 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2382504.500000 Penalty: 3487.927002
	Iteration 99Q: 3 clusters Score -2382504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2382506.000000 Penalty: 3487.927002
	Iteration 100F: 3 clusters Score -2382506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2382508.750000 Penalty: 3487.927002
	Iteration 101Q: 3 clusters Score -2382509 nChanged 16
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Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2382508 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2382511.500000 Penalty: 3487.927002
	Iteration 103Q: 3 clusters Score -2382512 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2382512 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2382513.500000 Penalty: 3487.927002
	Iteration 105Q: 3 clusters Score -2382514 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2382513.000000 Penalty: 3487.927002
	Iteration 106Q: 3 clusters Score -2382513 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2382514.500000 Penalty: 3487.927002
	Iteration 107Q: 3 clusters Score -2382514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2382511.250000 Penalty: 3487.927002
	Iteration 108Q: 3 clusters Score -2382511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2382515.000000 Penalty: 3487.927002
	Iteration 109Q: 3 clusters Score -2382515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2382517.250000 Penalty: 3487.927002
	Iteration 110Q: 3 clusters Score -2382517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2382516.500000 Penalty: 3487.927002
	Iteration 111Q: 3 clusters Score -2382516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2382521.250000 Penalty: 3487.927002
	Iteration 112Q: 3 clusters Score -2382521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2382521.250000 Penalty: 3487.927002
	Iteration 113Q: 3 clusters Score -2382521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2382522.000000 Penalty: 3487.927002
	Iteration 114Q: 3 clusters Score -2382522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2382522.250000 Penalty: 3487.927002
	Iteration 115Q: 3 clusters Score -2382522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2382525.500000 Penalty: 3487.927002
	Iteration 116Q: 3 clusters Score -2382526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2382530.500000 Penalty: 3487.927002
	Iteration 117Q: 3 clusters Score -2382530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2382529.000000 Penalty: 3487.927002
	Iteration 118Q: 3 clusters Score -2382529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2382530.500000 Penalty: 3487.927002
	Iteration 119Q: 3 clusters Score -2382530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2382534.250000 Penalty: 3487.927002
	Iteration 120F: 3 clusters Score -2382534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2382536.250000 Penalty: 3487.927002
	Iteration 121Q: 3 clusters Score -2382536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2382538.250000 Penalty: 3487.927002
	Iteration 122Q: 3 clusters Score -2382538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2382543.000000 Penalty: 3487.927002
	Iteration 123Q: 3 clusters Score -2382543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2382543.250000 Penalty: 3487.927002
	Iteration 124Q: 3 clusters Score -2382543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2382545.250000 Penalty: 3487.927002
	Iteration 125Q: 3 clusters Score -2382545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2382546.000000 Penalty: 3487.927002
	Iteration 126Q: 3 clusters Score -2382546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2382549.750000 Penalty: 3487.927002
	Iteration 127Q: 3 clusters Score -2382550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2382548.500000 Penalty: 3487.927002
	Iteration 128Q: 3 clusters Score -2382548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2382550.750000 Penalty: 3487.927002
	Iteration 129Q: 3 clusters Score -2382551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2382552.250000 Penalty: 3487.927002
	Iteration 130Q: 3 clusters Score -2382552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2382558.750000 Penalty: 3487.927002
	Iteration 131Q: 3 clusters Score -2382559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2382561.500000 Penalty: 3487.927002
	Iteration 132Q: 3 clusters Score -2382562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2382560.500000 Penalty: 3487.927002
	Iteration 133Q: 3 clusters Score -2382560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2382560.250000 Penalty: 3487.927002
	Iteration 134Q: 3 clusters Score -2382560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2382556.500000 Penalty: 3487.927002
	Iteration 135Q: 3 clusters Score -2382556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2382556.500000 Penalty: 3487.927002
	Iteration 136Q: 3 clusters Score -2382556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2382559.250000 Penalty: 3487.927002
	Iteration 137Q: 3 clusters Score -2382559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2382556.750000 Penalty: 3487.927002
	Iteration 138Q: 3 clusters Score -2382557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2382557.000000 Penalty: 3487.927002
	Iteration 139Q: 3 clusters Score -2382557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2382556.750000 Penalty: 3487.927002
	Iteration 140F: 3 clusters Score -2382557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Entering Unmasked Estep 
Score: -293371.718750 Penalty: 1393.788330
	Iteration 0F: 2 clusters Score -293371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -289201.406250 Penalty: 2787.576660
	Iteration 0F: 3 clusters Score -289201.4 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -290349.812500 Penalty: 2787.576660
	Iteration 1F: 3 clusters Score -290349.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -290606.156250 Penalty: 2787.576660
	Iteration 2F: 3 clusters Score -290606.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -290798.093750 Penalty: 2787.576660
	Iteration 3F: 3 clusters Score -290798.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -290963.156250 Penalty: 2787.576660
	Iteration 4Q: 3 clusters Score -290963.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -291144.562500 Penalty: 2787.576660
	Iteration 5Q: 3 clusters Score -291144.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -291322.093750 Penalty: 2787.576660
	Iteration 6Q: 3 clusters Score -291322.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -291485.937500 Penalty: 2787.576660
	Iteration 7Q: 3 clusters Score -291485.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -291643.531250 Penalty: 2787.576660
	Iteration 8Q: 3 clusters Score -291643.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -291765.812500 Penalty: 2787.576660
	Iteration 9Q: 3 clusters Score -291765.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -291858.718750 Penalty: 2787.576660
	Iteration 10Q: 3 clusters Score -291858.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -291927.093750 Penalty: 2787.576660
	Iteration 11Q: 3 clusters Score -291927.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -291979.312500 Penalty: 2787.576660
	Iteration 12Q: 3 clusters Score -291979.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -292015.781250 Penalty: 2787.576660
	Iteration 13Q: 3 clusters Score -292015.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -292054.187500 Penalty: 2787.576660
	Iteration 14Q: 3 clusters Score -292054.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -292082.156250 Penalty: 2787.576660
	Iteration 15Q: 3 clusters Score -292082.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -292101.218750 Penalty: 2787.576660
	Iteration 16Q: 3 clusters Score -292101.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -292114.437500 Penalty: 2787.576660
	Iteration 17Q: 3 clusters Score -292114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -292127.093750 Penalty: 2787.576660
	Iteration 18Q: 3 clusters Score -292127.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -292134.062500 Penalty: 2787.576660
	Iteration 19Q: 3 clusters Score -292134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -292137.343750 Penalty: 2787.576660
	Iteration 20F: 3 clusters Score -292137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -292138.656250 Penalty: 2787.576660
	Iteration 21Q: 3 clusters Score -292138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -292140.250000 Penalty: 2787.576660
	Iteration 22Q: 3 clusters Score -292140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -292141.250000 Penalty: 2787.576660
	Iteration 23Q: 3 clusters Score -292141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -292141.375000 Penalty: 2787.576660
	Iteration 24Q: 3 clusters Score -292141.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -292141.375000 Penalty: 2787.576660
	Iteration 25F: 3 clusters Score -292141.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Entering Unmasked Estep 
Score: -830468.500000 Penalty: 1555.279053
	Iteration 0F: 2 clusters Score -830468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -820437.000000 Penalty: 3110.558105
	Iteration 0F: 3 clusters Score -820437 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -824018.500000 Penalty: 3110.558105
	Iteration 1F: 3 clusters Score -824018.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -824291.000000 Penalty: 3110.558105
	Iteration 2F: 3 clusters Score -824291 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -824503.125000 Penalty: 3110.558105
	Iteration 3Q: 3 clusters Score -824503.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -824698.437500 Penalty: 3110.558105
	Iteration 4Q: 3 clusters Score -824698.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -824903.500000 Penalty: 3110.558105
	Iteration 5Q: 3 clusters Score -824903.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -825126.625000 Penalty: 3110.558105
	Iteration 6Q: 3 clusters Score -825126.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -825375.625000 Penalty: 3110.558105
	Iteration 7Q: 3 clusters Score -825375.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -825641.812500 Penalty: 3110.558105
	Iteration 8Q: 3 clusters Score -825641.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -825911.000000 Penalty: 3110.558105
	Iteration 9Q: 3 clusters Score -825911 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -826219.250000 Penalty: 3110.558105
	Iteration 10Q: 3 clusters Score -826219.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -826525.562500 Penalty: 3110.558105
	Iteration 11Q: 3 clusters Score -826525.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -826794.562500 Penalty: 3110.558105
	Iteration 12Q: 3 clusters Score -826794.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -827038.750000 Penalty: 3110.558105
	Iteration 13Q: 3 clusters Score -827038.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -827214.187500 Penalty: 3110.558105
	Iteration 14Q: 3 clusters Score -827214.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -827309.437500 Penalty: 3110.558105
	Iteration 15Q: 3 clusters Score -827309.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -827367.250000 Penalty: 3110.558105
	Iteration 16Q: 3 clusters Score -827367.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -827411.750000 Penalty: 3110.558105
	Iteration 17Q: 3 clusters Score -827411.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -827446.000000 Penalty: 3110.558105
	Iteration 18Q: 3 clusters Score -827446 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -827480.125000 Penalty: 3110.558105
	Iteration 19Q: 3 clusters Score -827480.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -827517.750000 Penalty: 3110.558105
	Iteration 20F: 3 clusters Score -827517.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -827558.062500 Penalty: 3110.558105
	Iteration 21Q: 3 clusters Score -827558.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -827604.500000 Penalty: 3110.558105
	Iteration 22Q: 3 clusters Score -827604.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -827637.312500 Penalty: 3110.558105
	Iteration 23Q: 3 clusters Score -827637.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -827667.812500 Penalty: 3110.558105
	Iteration 24Q: 3 clusters Score -827667.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -827690.500000 Penalty: 3110.558105
	Iteration 25Q: 3 clusters Score -827690.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -827721.500000 Penalty: 3110.558105
	Iteration 26Q: 3 clusters Score -827721.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -827750.812500 Penalty: 3110.558105
	Iteration 27Q: 3 clusters Score -827750.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -827786.625000 Penalty: 3110.558105
	Iteration 28Q: 3 clusters Score -827786.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -827820.000000 Penalty: 3110.558105
	Iteration 29Q: 3 clusters Score -827820 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -827853.187500 Penalty: 3110.558105
	Iteration 30Q: 3 clusters Score -827853.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -827900.062500 Penalty: 3110.558105
	Iteration 31Q: 3 clusters Score -827900.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -827941.312500 Penalty: 3110.558105
	Iteration 32Q: 3 clusters Score -827941.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -827983.875000 Penalty: 3110.558105
	Iteration 33Q: 3 clusters Score -827983.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -828028.062500 Penalty: 3110.558105
	Iteration 34Q: 3 clusters Score -828028.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -828071.125000 Penalty: 3110.558105
	Iteration 35Q: 3 clusters Score -828071.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -828109.187500 Penalty: 3110.558105
	Iteration 36Q: 3 clusters Score -828109.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -828139.375000 Penalty: 3110.558105
	Iteration 37Q: 3 clusters Score -828139.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -828182.250000 Penalty: 3110.558105
	Iteration 38Q: 3 clusters Score -828182.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -828215.562500 Penalty: 3110.558105
	Iteration 39Q: 3 clusters Score -828215.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -828250.875000 Penalty: 3110.558105
	Iteration 40F: 3 clusters Score -828250.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -828282.750000 Penalty: 3110.558105
	Iteration 41Q: 3 clusters Score -828282.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -828316.625000 Penalty: 3110.558105
	Iteration 42Q: 3 clusters Score -828316.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -828347.625000 Penalty: 3110.558105
	Iteration 43Q: 3 clusters Score -828347.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -828377.437500 Penalty: 3110.558105
	Iteration 44Q: 3 clusters Score -828377.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -828407.500000 Penalty: 3110.558105
	Iteration 45Q: 3 clusters Score -828407.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -828437.250000 Penalty: 3110.558105
	Iteration 46Q: 3 clusters Score -828437.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -828475.250000 Penalty: 3110.558105
	Iteration 47Q: 3 clusters Score -828475.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -828523.500000 Penalty: 3110.558105
	Iteration 48Q: 3 clusters Score -828523.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -828583.312500 Penalty: 3110.558105
	Iteration 49Q: 3 clusters Score -828583.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -828653.375000 Penalty: 3110.558105
	Iteration 50Q: 3 clusters Score -828653.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -828714.812500 Penalty: 3110.558105
	Iteration 51Q: 3 clusters Score -828714.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -828757.187500 Penalty: 3110.558105
	Iteration 52Q: 3 clusters Score -828757.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -828793.625000 Penalty: 3110.558105
	Iteration 53Q: 3 clusters Score -828793.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -828830.562500 Penalty: 3110.558105
	Iteration 54Q: 3 clusters Score -828830.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -828859.312500 Penalty: 3110.558105
	Iteration 55Q: 3 clusters Score -828859.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -828884.312500 Penalty: 3110.558105
	Iteration 56Q: 3 clusters Score -828884.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -828903.812500 Penalty: 3110.558105
	Iteration 57Q: 3 clusters Score -828903.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -828928.187500 Penalty: 3110.558105
	Iteration 58Q: 3 clusters Score -828928.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -828945.062500 Penalty: 3110.558105
	Iteration 59Q: 3 clusters Score -828945.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -828963.875000 Penalty: 3110.558105
	Iteration 60F: 3 clusters Score -828963.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -828980.625000 Penalty: 3110.558105
	Iteration 61Q: 3 clusters Score -828980.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -828999.062500 Penalty: 3110.558105
	Iteration 62Q: 3 clusters Score -828999.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -829041.437500 Penalty: 3110.558105
	Iteration 63Q: 3 clusters Score -829041.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -829071.875000 Penalty: 3110.558105
	Iteration 64Q: 3 clusters Score -829071.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -829098.500000 Penalty: 3110.558105
	Iteration 65Q: 3 clusters Score -829098.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -829117.125000 Penalty: 3110.558105
	Iteration 66Q: 3 clusters Score -829117.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -829140.000000 Penalty: 3110.558105
	Iteration 67Q: 3 clusters Score -829140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -829154.750000 Penalty: 3110.558105
	Iteration 68Q: 3 clusters Score -829154.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -829163.187500 Penalty: 3110.558105
	Iteration 69Q: 3 clusters Score -829163.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -829171.500000 Penalty: 3110.558105
	Iteration 70Q: 3 clusters Score -829171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -829178.062500 Penalty: 3110.558105
	Iteration 71Q: 3 clusters Score -829178.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -829183.687500 Penalty: 3110.558105
	Iteration 72Q: 3 clusters Score -829183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -829183.812500 Penalty: 3110.558105
	Iteration 73Q: 3 clusters Score -829183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -829184.000000 Penalty: 3110.558105
	Iteration 74Q: 3 clusters Score -829184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -829184.875000 Penalty: 3110.558105
	Iteration 75Q: 3 clusters Score -829184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -829187.312500 Penalty: 3110.558105
	Iteration 76Q: 3 clusters Score -829187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -829188.687500 Penalty: 3110.558105
	Iteration 77Q: 3 clusters Score -829188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -829188.500000 Penalty: 3110.558105
	Iteration 78Q: 3 clusters Score -829188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -829188.500000 Penalty: 3110.558105
	Iteration 79F: 3 clusters Score -829188.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Entering Unmasked Estep 
Score: -5263774.500000 Penalty: 1853.298950
	Iteration 0F: 2 clusters Score -5263774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -5203744.000000 Penalty: 3706.597900
	Iteration 0F: 3 clusters Score -5203744 nChanged 42869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5229013.000000 Penalty: 3706.597900
	Iteration 1F: 3 clusters Score -5229013 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -5230685.000000 Penalty: 3706.597900
	Iteration 2Q: 3 clusters Score -5230685 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -5233008.500000 Penalty: 3706.597900
	Iteration 3F: 3 clusters Score -5233008 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -5236065.500000 Penalty: 3706.597900
	Iteration 4F: 3 clusters Score -5236066 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -5239683.000000 Penalty: 3706.597900
	Iteration 5F: 3 clusters Score -5239683 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -5243305.500000 Penalty: 3706.597900
	Iteration 6F: 3 clusters Score -5243306 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -5246842.500000 Penalty: 3706.597900
	Iteration 7F: 3 clusters Score -5246842 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5250404.500000 Penalty: 3706.597900
	Iteration 8F: 3 clusters Score -5250404 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5253937.500000 Penalty: 3706.597900
	Iteration 9F: 3 clusters Score -5253938 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -5257114.000000 Penalty: 3706.597900
	Iteration 10Q: 3 clusters Score -5257114 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85354 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -5259408.000000 Penalty: 3706.597900
	Iteration 11Q: 3 clusters Score -5259408 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5260828.500000 Penalty: 3706.597900
	Iteration 12Q: 3 clusters Score -5260828 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87951 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5261493.000000 Penalty: 3706.597900
	Iteration 13Q: 3 clusters Score -5261493 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5261847.000000 Penalty: 3706.597900
	Iteration 14Q: 3 clusters Score -5261847 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5262034.500000 Penalty: 3706.597900
	Iteration 15Q: 3 clusters Score -5262034 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5262162.000000 Penalty: 3706.597900
	Iteration 16Q: 3 clusters Score -5262162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5262225.500000 Penalty: 3706.597900
	Iteration 17Q: 3 clusters Score -5262226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5262247.000000 Penalty: 3706.597900
	Iteration 18Q: 3 clusters Score -5262247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5262268.500000 Penalty: 3706.597900
	Iteration 19Q: 3 clusters Score -5262268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5262293.000000 Penalty: 3706.597900
	Iteration 20F: 3 clusters Score -5262293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5262317.500000 Penalty: 3706.597900
	Iteration 21Q: 3 clusters Score -5262318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89083 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5262332.500000 Penalty: 3706.597900
	Iteration 22Q: 3 clusters Score -5262332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5262344.500000 Penalty: 3706.597900
	Iteration 23Q: 3 clusters Score -5262344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5262368.500000 Penalty: 3706.597900
	Iteration 24Q: 3 clusters Score -5262368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5262378.500000 Penalty: 3706.597900
	Iteration 25Q: 3 clusters Score -5262378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5262378.000000 Penalty: 3706.597900
	Iteration 26Q: 3 clusters Score -5262378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5262392.000000 Penalty: 3706.597900
	Iteration 27Q: 3 clusters Score -5262392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5262401.000000 Penalty: 3706.597900
	Iteration 28Q: 3 clusters Score -5262401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5262416.500000 Penalty: 3706.597900
	Iteration 29Q: 3 clusters Score -5262416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5262415.000000 Penalty: 3706.597900
	Iteration 30Q: 3 clusters Score -5262415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5262415.000000 Penalty: 3706.597900
	Iteration 31Q: 3 clusters Score -5262415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5262415.000000 Penalty: 3706.597900
	Iteration 32F: 3 clusters Score -5262415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Entering Unmasked Estep 
Score: -415102.437500 Penalty: 1455.804565
	Iteration 0F: 2 clusters Score -415102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -409398.218750 Penalty: 2911.609131
	Iteration 0F: 3 clusters Score -409398.2 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -411302.281250 Penalty: 2911.609131
	Iteration 1F: 3 clusters Score -411302.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -411768.937500 Penalty: 2911.609131
	Iteration 2F: 3 clusters Score -411768.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -412264.406250 Penalty: 2911.609131
	Iteration 3F: 3 clusters Score -412264.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -412866.875000 Penalty: 2911.609131
	Iteration 4F: 3 clusters Score -412866.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -413510.718750 Penalty: 2911.609131
	Iteration 5F: 3 clusters Score -413510.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -414055.156250 Penalty: 2911.609131
	Iteration 6F: 3 clusters Score -414055.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -414490.656250 Penalty: 2911.609131
	Iteration 7F: 3 clusters Score -414490.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -414891.656250 Penalty: 2911.609131
	Iteration 8Q: 3 clusters Score -414891.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -415297.406250 Penalty: 2911.609131
	Iteration 9Q: 3 clusters Score -415297.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -415633.968750 Penalty: 2911.609131
	Iteration 10Q: 3 clusters Score -415634 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -415833.781250 Penalty: 2911.609131
	Iteration 11Q: 3 clusters Score -415833.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -415894.156250 Penalty: 2911.609131
	Iteration 12Q: 3 clusters Score -415894.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -415904.937500 Penalty: 2911.609131
	Iteration 13Q: 3 clusters Score -415904.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -415907.906250 Penalty: 2911.609131
	Iteration 14Q: 3 clusters Score -415907.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -415909.156250 Penalty: 2911.609131
	Iteration 15Q: 3 clusters Score -415909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -415910.437500 Penalty: 2911.609131
	Iteration 16Q: 3 clusters Score -415910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -415910.093750 Penalty: 2911.609131
	Iteration 17Q: 3 clusters Score -415910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -415910.093750 Penalty: 2911.609131
	Iteration 18F: 3 clusters Score -415910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 105390 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 13579 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18560 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 142311 members 
Mstep: Class 12 contains 45802 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 14342 members 
Mstep: Class 15 contains 89762 members 
Mstep: Class 16 contains 1877 members 
Mstep: Class 17 contains 8672 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 19 contains 7367 members 
Mstep: Class 20 contains 36573 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 10749 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 41385 members 
Mstep: Class 25 contains 19271 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 5899 members 
Entering Unmasked Estep 
Score: -34139064.000000 Penalty: 58543.109375
Splitting cluster 16 changes total score from -34138832.000000 to -34139064.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -488627.937500 Penalty: 1473.526367
	Iteration 0F: 2 clusters Score -488627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -482365.906250 Penalty: 2947.052734
	Iteration 0F: 3 clusters Score -482365.9 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -484549.906250 Penalty: 2947.052734
	Iteration 1F: 3 clusters Score -484549.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -485124.000000 Penalty: 2947.052734
	Iteration 2F: 3 clusters Score -485124 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -485873.062500 Penalty: 2947.052734
	Iteration 3F: 3 clusters Score -485873.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -486741.937500 Penalty: 2947.052734
	Iteration 4F: 3 clusters Score -486741.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -487418.968750 Penalty: 2947.052734
	Iteration 5F: 3 clusters Score -487419 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -487822.187500 Penalty: 2947.052734
	Iteration 6F: 3 clusters Score -487822.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -488089.937500 Penalty: 2947.052734
	Iteration 7Q: 3 clusters Score -488089.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -488277.000000 Penalty: 2947.052734
	Iteration 8Q: 3 clusters Score -488277 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -488406.312500 Penalty: 2947.052734
	Iteration 9Q: 3 clusters Score -488406.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -488521.343750 Penalty: 2947.052734
	Iteration 10Q: 3 clusters Score -488521.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -488652.062500 Penalty: 2947.052734
	Iteration 11Q: 3 clusters Score -488652.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -488834.687500 Penalty: 2947.052734
	Iteration 12Q: 3 clusters Score -488834.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -489122.125000 Penalty: 2947.052734
	Iteration 13Q: 3 clusters Score -489122.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -489497.906250 Penalty: 2947.052734
	Iteration 14Q: 3 clusters Score -489497.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -489902.531250 Penalty: 2947.052734
	Iteration 15Q: 3 clusters Score -489902.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -490489.312500 Penalty: 2947.052734
	Iteration 16Q: 3 clusters Score -490489.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -490917.000000 Penalty: 2947.052734
	Iteration 17Q: 3 clusters Score -490917 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -491122.718750 Penalty: 2947.052734
	Iteration 18Q: 3 clusters Score -491122.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -491197.718750 Penalty: 2947.052734
	Iteration 19Q: 3 clusters Score -491197.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -491230.937500 Penalty: 2947.052734
	Iteration 20F: 3 clusters Score -491230.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -491247.218750 Penalty: 2947.052734
	Iteration 21Q: 3 clusters Score -491247.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -491258.437500 Penalty: 2947.052734
	Iteration 22Q: 3 clusters Score -491258.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -491271.687500 Penalty: 2947.052734
	Iteration 23Q: 3 clusters Score -491271.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -491281.312500 Penalty: 2947.052734
	Iteration 24Q: 3 clusters Score -491281.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -491285.218750 Penalty: 2947.052734
	Iteration 25Q: 3 clusters Score -491285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -491290.062500 Penalty: 2947.052734
	Iteration 26Q: 3 clusters Score -491290.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -491294.718750 Penalty: 2947.052734
	Iteration 27Q: 3 clusters Score -491294.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -491299.375000 Penalty: 2947.052734
	Iteration 28Q: 3 clusters Score -491299.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -491305.125000 Penalty: 2947.052734
	Iteration 29Q: 3 clusters Score -491305.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -491307.718750 Penalty: 2947.052734
	Iteration 30Q: 3 clusters Score -491307.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -491311.625000 Penalty: 2947.052734
	Iteration 31Q: 3 clusters Score -491311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -491313.531250 Penalty: 2947.052734
	Iteration 32Q: 3 clusters Score -491313.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -491315.500000 Penalty: 2947.052734
	Iteration 33Q: 3 clusters Score -491315.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -491318.531250 Penalty: 2947.052734
	Iteration 34Q: 3 clusters Score -491318.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -491320.406250 Penalty: 2947.052734
	Iteration 35Q: 3 clusters Score -491320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -491321.343750 Penalty: 2947.052734
	Iteration 36Q: 3 clusters Score -491321.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -491323.156250 Penalty: 2947.052734
	Iteration 37Q: 3 clusters Score -491323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -491323.281250 Penalty: 2947.052734
	Iteration 38Q: 3 clusters Score -491323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -491324.218750 Penalty: 2947.052734
	Iteration 39Q: 3 clusters Score -491324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -491324.218750 Penalty: 2947.052734
	Iteration 40F: 3 clusters Score -491324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 105390 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 13579 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18560 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 142311 members 
Mstep: Class 12 contains 45802 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 14342 members 
Mstep: Class 15 contains 89762 members 
Mstep: Class 16 contains 1877 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 19 contains 7367 members 
Mstep: Class 20 contains 36573 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 10749 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 41385 members 
Mstep: Class 25 contains 19271 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 5899 members 
Mstep: Class 28 contains 4174 members 
Entering Unmasked Estep 
Score: -34141096.000000 Penalty: 60711.371094
Splitting cluster 17 changes total score from -34138832.000000 to -34141096.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (11336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Entering Unmasked Estep 
Score: -634682.937500 Penalty: 1517.057617
	Iteration 0F: 2 clusters Score -634682.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -626612.812500 Penalty: 3034.115234
	Iteration 0F: 3 clusters Score -626612.8 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -629511.562500 Penalty: 3034.115234
	Iteration 1F: 3 clusters Score -629511.6 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -629960.000000 Penalty: 3034.115234
	Iteration 2F: 3 clusters Score -629960 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -630461.500000 Penalty: 3034.115234
	Iteration 3F: 3 clusters Score -630461.5 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -631018.562500 Penalty: 3034.115234
	Iteration 4F: 3 clusters Score -631018.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -631591.875000 Penalty: 3034.115234
	Iteration 5F: 3 clusters Score -631591.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -632110.375000 Penalty: 3034.115234
	Iteration 6F: 3 clusters Score -632110.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -632536.125000 Penalty: 3034.115234
	Iteration 7F: 3 clusters Score -632536.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -632829.437500 Penalty: 3034.115234
	Iteration 8Q: 3 clusters Score -632829.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -633025.125000 Penalty: 3034.115234
	Iteration 9Q: 3 clusters Score -633025.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -633149.187500 Penalty: 3034.115234
	Iteration 10Q: 3 clusters Score -633149.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -633222.437500 Penalty: 3034.115234
	Iteration 11Q: 3 clusters Score -633222.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -633283.125000 Penalty: 3034.115234
	Iteration 12Q: 3 clusters Score -633283.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -633326.187500 Penalty: 3034.115234
	Iteration 13Q: 3 clusters Score -633326.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -633373.375000 Penalty: 3034.115234
	Iteration 14Q: 3 clusters Score -633373.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -633412.125000 Penalty: 3034.115234
	Iteration 15Q: 3 clusters Score -633412.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -633460.062500 Penalty: 3034.115234
	Iteration 16Q: 3 clusters Score -633460.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -633528.062500 Penalty: 3034.115234
	Iteration 17Q: 3 clusters Score -633528.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -633605.437500 Penalty: 3034.115234
	Iteration 18Q: 3 clusters Score -633605.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -633697.750000 Penalty: 3034.115234
	Iteration 19Q: 3 clusters Score -633697.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -633800.750000 Penalty: 3034.115234
	Iteration 20F: 3 clusters Score -633800.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -633885.625000 Penalty: 3034.115234
	Iteration 21Q: 3 clusters Score -633885.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -633963.000000 Penalty: 3034.115234
	Iteration 22Q: 3 clusters Score -633963 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -634011.312500 Penalty: 3034.115234
	Iteration 23Q: 3 clusters Score -634011.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -634047.562500 Penalty: 3034.115234
	Iteration 24Q: 3 clusters Score -634047.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -634072.687500 Penalty: 3034.115234
	Iteration 25Q: 3 clusters Score -634072.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -634089.875000 Penalty: 3034.115234
	Iteration 26Q: 3 clusters Score -634089.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -634098.312500 Penalty: 3034.115234
	Iteration 27Q: 3 clusters Score -634098.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -634103.937500 Penalty: 3034.115234
	Iteration 28Q: 3 clusters Score -634103.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -634107.187500 Penalty: 3034.115234
	Iteration 29Q: 3 clusters Score -634107.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -634111.750000 Penalty: 3034.115234
	Iteration 30Q: 3 clusters Score -634111.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -634113.375000 Penalty: 3034.115234
	Iteration 31Q: 3 clusters Score -634113.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -634115.625000 Penalty: 3034.115234
	Iteration 32Q: 3 clusters Score -634115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -634117.812500 Penalty: 3034.115234
	Iteration 33Q: 3 clusters Score -634117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -634119.187500 Penalty: 3034.115234
	Iteration 34Q: 3 clusters Score -634119.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -634119.875000 Penalty: 3034.115234
	Iteration 35Q: 3 clusters Score -634119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -634120.125000 Penalty: 3034.115234
	Iteration 36Q: 3 clusters Score -634120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -634122.500000 Penalty: 3034.115234
	Iteration 37Q: 3 clusters Score -634122.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -634123.187500 Penalty: 3034.115234
	Iteration 38Q: 3 clusters Score -634123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -634123.437500 Penalty: 3034.115234
	Iteration 39Q: 3 clusters Score -634123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -634123.750000 Penalty: 3034.115234
	Iteration 40F: 3 clusters Score -634123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -634123.812500 Penalty: 3034.115234
	Iteration 41Q: 3 clusters Score -634123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -634123.750000 Penalty: 3034.115234
	Iteration 42Q: 3 clusters Score -634123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -634122.437500 Penalty: 3034.115234
	Iteration 43Q: 3 clusters Score -634122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -634123.437500 Penalty: 3034.115234
	Iteration 44Q: 3 clusters Score -634123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -634123.000000 Penalty: 3034.115234
	Iteration 45Q: 3 clusters Score -634123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -634123.000000 Penalty: 3034.115234
	Iteration 46F: 3 clusters Score -634123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Entering Unmasked Estep 
Score: -418093.531250 Penalty: 1447.024536
	Iteration 0F: 2 clusters Score -418093.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -412642.343750 Penalty: 2894.049072
	Iteration 0F: 3 clusters Score -412642.3 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -414236.875000 Penalty: 2894.049072
	Iteration 1F: 3 clusters Score -414236.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -414457.718750 Penalty: 2894.049072
	Iteration 2F: 3 clusters Score -414457.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -414643.125000 Penalty: 2894.049072
	Iteration 3F: 3 clusters Score -414643.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -414811.687500 Penalty: 2894.049072
	Iteration 4Q: 3 clusters Score -414811.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -414995.437500 Penalty: 2894.049072
	Iteration 5Q: 3 clusters Score -414995.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -415177.812500 Penalty: 2894.049072
	Iteration 6Q: 3 clusters Score -415177.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -415357.375000 Penalty: 2894.049072
	Iteration 7Q: 3 clusters Score -415357.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -415521.875000 Penalty: 2894.049072
	Iteration 8Q: 3 clusters Score -415521.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -415679.218750 Penalty: 2894.049072
	Iteration 9Q: 3 clusters Score -415679.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -415805.406250 Penalty: 2894.049072
	Iteration 10Q: 3 clusters Score -415805.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -415931.125000 Penalty: 2894.049072
	Iteration 11Q: 3 clusters Score -415931.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -416019.531250 Penalty: 2894.049072
	Iteration 12Q: 3 clusters Score -416019.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -416085.468750 Penalty: 2894.049072
	Iteration 13Q: 3 clusters Score -416085.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -416148.937500 Penalty: 2894.049072
	Iteration 14Q: 3 clusters Score -416148.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -416193.468750 Penalty: 2894.049072
	Iteration 15Q: 3 clusters Score -416193.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -416228.093750 Penalty: 2894.049072
	Iteration 16Q: 3 clusters Score -416228.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -416256.750000 Penalty: 2894.049072
	Iteration 17Q: 3 clusters Score -416256.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -416279.125000 Penalty: 2894.049072
	Iteration 18Q: 3 clusters Score -416279.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -416297.937500 Penalty: 2894.049072
	Iteration 19Q: 3 clusters Score -416297.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -416313.531250 Penalty: 2894.049072
	Iteration 20F: 3 clusters Score -416313.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -416323.937500 Penalty: 2894.049072
	Iteration 21Q: 3 clusters Score -416323.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -416333.062500 Penalty: 2894.049072
	Iteration 22Q: 3 clusters Score -416333.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -416344.781250 Penalty: 2894.049072
	Iteration 23Q: 3 clusters Score -416344.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -416354.468750 Penalty: 2894.049072
	Iteration 24Q: 3 clusters Score -416354.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -416363.843750 Penalty: 2894.049072
	Iteration 25Q: 3 clusters Score -416363.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -416371.968750 Penalty: 2894.049072
	Iteration 26Q: 3 clusters Score -416372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -416381.000000 Penalty: 2894.049072
	Iteration 27Q: 3 clusters Score -416381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -416391.125000 Penalty: 2894.049072
	Iteration 28Q: 3 clusters Score -416391.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -416397.968750 Penalty: 2894.049072
	Iteration 29Q: 3 clusters Score -416398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -416407.031250 Penalty: 2894.049072
	Iteration 30Q: 3 clusters Score -416407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -416415.281250 Penalty: 2894.049072
	Iteration 31Q: 3 clusters Score -416415.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -416422.375000 Penalty: 2894.049072
	Iteration 32Q: 3 clusters Score -416422.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -416428.968750 Penalty: 2894.049072
	Iteration 33Q: 3 clusters Score -416429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -416432.375000 Penalty: 2894.049072
	Iteration 34Q: 3 clusters Score -416432.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -416438.156250 Penalty: 2894.049072
	Iteration 35Q: 3 clusters Score -416438.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -416441.437500 Penalty: 2894.049072
	Iteration 36Q: 3 clusters Score -416441.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -416445.968750 Penalty: 2894.049072
	Iteration 37Q: 3 clusters Score -416446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -416450.093750 Penalty: 2894.049072
	Iteration 38Q: 3 clusters Score -416450.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -416454.500000 Penalty: 2894.049072
	Iteration 39Q: 3 clusters Score -416454.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -416458.937500 Penalty: 2894.049072
	Iteration 40F: 3 clusters Score -416458.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -416465.187500 Penalty: 2894.049072
	Iteration 41Q: 3 clusters Score -416465.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -416473.406250 Penalty: 2894.049072
	Iteration 42Q: 3 clusters Score -416473.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -416481.000000 Penalty: 2894.049072
	Iteration 43Q: 3 clusters Score -416481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -416488.000000 Penalty: 2894.049072
	Iteration 44Q: 3 clusters Score -416488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -416494.281250 Penalty: 2894.049072
	Iteration 45Q: 3 clusters Score -416494.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -416502.593750 Penalty: 2894.049072
	Iteration 46Q: 3 clusters Score -416502.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -416511.187500 Penalty: 2894.049072
	Iteration 47Q: 3 clusters Score -416511.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -416524.093750 Penalty: 2894.049072
	Iteration 48Q: 3 clusters Score -416524.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -416535.812500 Penalty: 2894.049072
	Iteration 49Q: 3 clusters Score -416535.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -416547.531250 Penalty: 2894.049072
	Iteration 50Q: 3 clusters Score -416547.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -416563.875000 Penalty: 2894.049072
	Iteration 51Q: 3 clusters Score -416563.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -416582.156250 Penalty: 2894.049072
	Iteration 52Q: 3 clusters Score -416582.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -416599.187500 Penalty: 2894.049072
	Iteration 53Q: 3 clusters Score -416599.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -416621.031250 Penalty: 2894.049072
	Iteration 54Q: 3 clusters Score -416621 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -416640.093750 Penalty: 2894.049072
	Iteration 55Q: 3 clusters Score -416640.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -416656.968750 Penalty: 2894.049072
	Iteration 56Q: 3 clusters Score -416657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -416669.281250 Penalty: 2894.049072
	Iteration 57Q: 3 clusters Score -416669.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -416684.250000 Penalty: 2894.049072
	Iteration 58Q: 3 clusters Score -416684.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -416691.406250 Penalty: 2894.049072
	Iteration 59Q: 3 clusters Score -416691.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -416698.531250 Penalty: 2894.049072
	Iteration 60F: 3 clusters Score -416698.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -416709.375000 Penalty: 2894.049072
	Iteration 61Q: 3 clusters Score -416709.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -416717.718750 Penalty: 2894.049072
	Iteration 62Q: 3 clusters Score -416717.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -416721.843750 Penalty: 2894.049072
	Iteration 63Q: 3 clusters Score -416721.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -416727.968750 Penalty: 2894.049072
	Iteration 64Q: 3 clusters Score -416728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -416732.000000 Penalty: 2894.049072
	Iteration 65Q: 3 clusters Score -416732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -416737.593750 Penalty: 2894.049072
	Iteration 66Q: 3 clusters Score -416737.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -416740.406250 Penalty: 2894.049072
	Iteration 67Q: 3 clusters Score -416740.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -416743.281250 Penalty: 2894.049072
	Iteration 68Q: 3 clusters Score -416743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -416745.062500 Penalty: 2894.049072
	Iteration 69Q: 3 clusters Score -416745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -416745.875000 Penalty: 2894.049072
	Iteration 70Q: 3 clusters Score -416745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -416746.968750 Penalty: 2894.049072
	Iteration 71Q: 3 clusters Score -416747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -416749.625000 Penalty: 2894.049072
	Iteration 72Q: 3 clusters Score -416749.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -416751.000000 Penalty: 2894.049072
	Iteration 73Q: 3 clusters Score -416751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -416753.562500 Penalty: 2894.049072
	Iteration 74Q: 3 clusters Score -416753.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -416757.781250 Penalty: 2894.049072
	Iteration 75Q: 3 clusters Score -416757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -416760.125000 Penalty: 2894.049072
	Iteration 76Q: 3 clusters Score -416760.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -416763.000000 Penalty: 2894.049072
	Iteration 77Q: 3 clusters Score -416763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -416765.500000 Penalty: 2894.049072
	Iteration 78Q: 3 clusters Score -416765.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -416765.343750 Penalty: 2894.049072
	Iteration 79Q: 3 clusters Score -416765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -416767.437500 Penalty: 2894.049072
	Iteration 80F: 3 clusters Score -416767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -416767.312500 Penalty: 2894.049072
	Iteration 81Q: 3 clusters Score -416767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -416768.000000 Penalty: 2894.049072
	Iteration 82Q: 3 clusters Score -416768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -416768.156250 Penalty: 2894.049072
	Iteration 83Q: 3 clusters Score -416768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -416768.156250 Penalty: 2894.049072
	Iteration 84F: 3 clusters Score -416768.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Entering Unmasked Estep 
Score: -2146534.000000 Penalty: 1707.398193
	Iteration 0F: 2 clusters Score -2146534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2121853.000000 Penalty: 3414.796387
	Iteration 0F: 3 clusters Score -2121853 nChanged 17113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2131751.250000 Penalty: 3414.796387
	Iteration 1F: 3 clusters Score -2131751 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2132440.000000 Penalty: 3414.796387
	Iteration 2F: 3 clusters Score -2132440 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2133242.750000 Penalty: 3414.796387
	Iteration 3F: 3 clusters Score -2133243 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2134254.500000 Penalty: 3414.796387
	Iteration 4F: 3 clusters Score -2134254 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2135483.250000 Penalty: 3414.796387
	Iteration 5F: 3 clusters Score -2135483 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2136976.750000 Penalty: 3414.796387
	Iteration 6F: 3 clusters Score -2136977 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2138688.000000 Penalty: 3414.796387
	Iteration 7F: 3 clusters Score -2138688 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2140508.500000 Penalty: 3414.796387
	Iteration 8F: 3 clusters Score -2140508 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2142187.500000 Penalty: 3414.796387
	Iteration 9F: 3 clusters Score -2142188 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2143530.750000 Penalty: 3414.796387
	Iteration 10Q: 3 clusters Score -2143531 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2144367.500000 Penalty: 3414.796387
	Iteration 11Q: 3 clusters Score -2144368 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2144732.000000 Penalty: 3414.796387
	Iteration 12Q: 3 clusters Score -2144732 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2144888.250000 Penalty: 3414.796387
	Iteration 13Q: 3 clusters Score -2144888 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2144990.250000 Penalty: 3414.796387
	Iteration 14Q: 3 clusters Score -2144990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2145040.500000 Penalty: 3414.796387
	Iteration 15Q: 3 clusters Score -2145040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2145073.000000 Penalty: 3414.796387
	Iteration 16Q: 3 clusters Score -2145073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2145094.250000 Penalty: 3414.796387
	Iteration 17Q: 3 clusters Score -2145094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2145101.000000 Penalty: 3414.796387
	Iteration 18Q: 3 clusters Score -2145101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2145111.250000 Penalty: 3414.796387
	Iteration 19Q: 3 clusters Score -2145111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2145114.500000 Penalty: 3414.796387
	Iteration 20F: 3 clusters Score -2145114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2145116.500000 Penalty: 3414.796387
	Iteration 21Q: 3 clusters Score -2145116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2145120.250000 Penalty: 3414.796387
	Iteration 22Q: 3 clusters Score -2145120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2145122.250000 Penalty: 3414.796387
	Iteration 23Q: 3 clusters Score -2145122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2145122.250000 Penalty: 3414.796387
	Iteration 24F: 3 clusters Score -2145122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Entering Unmasked Estep 
Score: -204409.953125 Penalty: 1372.216187
	Iteration 0F: 2 clusters Score -204410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -200661.218750 Penalty: 2744.432373
	Iteration 0F: 3 clusters Score -200661.2 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -201935.640625 Penalty: 2744.432373
	Iteration 1F: 3 clusters Score -201935.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -202311.406250 Penalty: 2744.432373
	Iteration 2F: 3 clusters Score -202311.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -202574.296875 Penalty: 2744.432373
	Iteration 3F: 3 clusters Score -202574.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -202784.750000 Penalty: 2744.432373
	Iteration 4F: 3 clusters Score -202784.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -202953.671875 Penalty: 2744.432373
	Iteration 5Q: 3 clusters Score -202953.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -203122.687500 Penalty: 2744.432373
	Iteration 6Q: 3 clusters Score -203122.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -203273.218750 Penalty: 2744.432373
	Iteration 7Q: 3 clusters Score -203273.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -203374.140625 Penalty: 2744.432373
	Iteration 8Q: 3 clusters Score -203374.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -203449.218750 Penalty: 2744.432373
	Iteration 9Q: 3 clusters Score -203449.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -203505.765625 Penalty: 2744.432373
	Iteration 10Q: 3 clusters Score -203505.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -203551.718750 Penalty: 2744.432373
	Iteration 11Q: 3 clusters Score -203551.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -203594.265625 Penalty: 2744.432373
	Iteration 12Q: 3 clusters Score -203594.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -203627.578125 Penalty: 2744.432373
	Iteration 13Q: 3 clusters Score -203627.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -203650.031250 Penalty: 2744.432373
	Iteration 14Q: 3 clusters Score -203650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -203680.625000 Penalty: 2744.432373
	Iteration 15Q: 3 clusters Score -203680.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -203704.265625 Penalty: 2744.432373
	Iteration 16Q: 3 clusters Score -203704.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -203717.890625 Penalty: 2744.432373
	Iteration 17Q: 3 clusters Score -203717.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -203725.625000 Penalty: 2744.432373
	Iteration 18Q: 3 clusters Score -203725.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -203730.484375 Penalty: 2744.432373
	Iteration 19Q: 3 clusters Score -203730.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203733.796875 Penalty: 2744.432373
	Iteration 20F: 3 clusters Score -203733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -203735.640625 Penalty: 2744.432373
	Iteration 21Q: 3 clusters Score -203735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -203735.718750 Penalty: 2744.432373
	Iteration 22Q: 3 clusters Score -203735.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -203737.125000 Penalty: 2744.432373
	Iteration 23Q: 3 clusters Score -203737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -203737.750000 Penalty: 2744.432373
	Iteration 24Q: 3 clusters Score -203737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -203737.671875 Penalty: 2744.432373
	Iteration 25Q: 3 clusters Score -203737.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -203737.671875 Penalty: 2744.432373
	Iteration 26F: 3 clusters Score -203737.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Entering Unmasked Estep 
Score: -573570.375000 Penalty: 1508.417236
	Iteration 0F: 2 clusters Score -573570.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -565993.312500 Penalty: 3016.834473
	Iteration 0F: 3 clusters Score -565993.3 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -568508.937500 Penalty: 3016.834473
	Iteration 1F: 3 clusters Score -568508.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -568862.562500 Penalty: 3016.834473
	Iteration 2F: 3 clusters Score -568862.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -569159.312500 Penalty: 3016.834473
	Iteration 3F: 3 clusters Score -569159.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -569481.562500 Penalty: 3016.834473
	Iteration 4F: 3 clusters Score -569481.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -569847.875000 Penalty: 3016.834473
	Iteration 5F: 3 clusters Score -569847.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -570236.937500 Penalty: 3016.834473
	Iteration 6F: 3 clusters Score -570236.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -570569.250000 Penalty: 3016.834473
	Iteration 7Q: 3 clusters Score -570569.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -570852.062500 Penalty: 3016.834473
	Iteration 8Q: 3 clusters Score -570852.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -571088.375000 Penalty: 3016.834473
	Iteration 9Q: 3 clusters Score -571088.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -571324.875000 Penalty: 3016.834473
	Iteration 10Q: 3 clusters Score -571324.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -571552.500000 Penalty: 3016.834473
	Iteration 11Q: 3 clusters Score -571552.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -571726.625000 Penalty: 3016.834473
	Iteration 12Q: 3 clusters Score -571726.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -571856.937500 Penalty: 3016.834473
	Iteration 13Q: 3 clusters Score -571856.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -571969.750000 Penalty: 3016.834473
	Iteration 14Q: 3 clusters Score -571969.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -572053.750000 Penalty: 3016.834473
	Iteration 15Q: 3 clusters Score -572053.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -572120.000000 Penalty: 3016.834473
	Iteration 16Q: 3 clusters Score -572120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -572178.312500 Penalty: 3016.834473
	Iteration 17Q: 3 clusters Score -572178.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -572225.625000 Penalty: 3016.834473
	Iteration 18Q: 3 clusters Score -572225.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -572252.625000 Penalty: 3016.834473
	Iteration 19Q: 3 clusters Score -572252.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -572272.937500 Penalty: 3016.834473
	Iteration 20F: 3 clusters Score -572272.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -572296.187500 Penalty: 3016.834473
	Iteration 21Q: 3 clusters Score -572296.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -572320.500000 Penalty: 3016.834473
	Iteration 22Q: 3 clusters Score -572320.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -572339.250000 Penalty: 3016.834473
	Iteration 23Q: 3 clusters Score -572339.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -572355.062500 Penalty: 3016.834473
	Iteration 24Q: 3 clusters Score -572355.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -572366.312500 Penalty: 3016.834473
	Iteration 25Q: 3 clusters Score -572366.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -572373.625000 Penalty: 3016.834473
	Iteration 26Q: 3 clusters Score -572373.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -572382.625000 Penalty: 3016.834473
	Iteration 27Q: 3 clusters Score -572382.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -572387.500000 Penalty: 3016.834473
	Iteration 28Q: 3 clusters Score -572387.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -572392.625000 Penalty: 3016.834473
	Iteration 29Q: 3 clusters Score -572392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -572396.062500 Penalty: 3016.834473
	Iteration 30Q: 3 clusters Score -572396.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -572396.312500 Penalty: 3016.834473
	Iteration 31Q: 3 clusters Score -572396.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -572397.625000 Penalty: 3016.834473
	Iteration 32Q: 3 clusters Score -572397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -572399.500000 Penalty: 3016.834473
	Iteration 33Q: 3 clusters Score -572399.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -572401.500000 Penalty: 3016.834473
	Iteration 34Q: 3 clusters Score -572401.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -572403.250000 Penalty: 3016.834473
	Iteration 35Q: 3 clusters Score -572403.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -572406.312500 Penalty: 3016.834473
	Iteration 36Q: 3 clusters Score -572406.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -572407.500000 Penalty: 3016.834473
	Iteration 37Q: 3 clusters Score -572407.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -572407.437500 Penalty: 3016.834473
	Iteration 38Q: 3 clusters Score -572407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -572409.125000 Penalty: 3016.834473
	Iteration 39Q: 3 clusters Score -572409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -572408.812500 Penalty: 3016.834473
	Iteration 40F: 3 clusters Score -572408.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -572411.562500 Penalty: 3016.834473
	Iteration 41Q: 3 clusters Score -572411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -572412.562500 Penalty: 3016.834473
	Iteration 42Q: 3 clusters Score -572412.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -572412.750000 Penalty: 3016.834473
	Iteration 43Q: 3 clusters Score -572412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -572412.812500 Penalty: 3016.834473
	Iteration 44Q: 3 clusters Score -572412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -572413.250000 Penalty: 3016.834473
	Iteration 45Q: 3 clusters Score -572413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -572413.312500 Penalty: 3016.834473
	Iteration 46Q: 3 clusters Score -572413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -572414.437500 Penalty: 3016.834473
	Iteration 47Q: 3 clusters Score -572414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -572413.500000 Penalty: 3016.834473
	Iteration 48Q: 3 clusters Score -572413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -572412.875000 Penalty: 3016.834473
	Iteration 49Q: 3 clusters Score -572412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -572412.875000 Penalty: 3016.834473
	Iteration 50F: 3 clusters Score -572412.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Entering Unmasked Estep 
Score: -217064.500000 Penalty: 1351.993652
	Iteration 0F: 2 clusters Score -217064.5 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 2069 members 
Entering Unmasked Estep 
Score: -213654.562500 Penalty: 2703.987305
	Iteration 0F: 3 clusters Score -213654.6 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -214543.281250 Penalty: 2703.987305
	Iteration 1F: 3 clusters Score -214543.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -214871.859375 Penalty: 2703.987305
	Iteration 2F: 3 clusters Score -214871.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -215257.078125 Penalty: 2703.987305
	Iteration 3F: 3 clusters Score -215257.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -215680.812500 Penalty: 2703.987305
	Iteration 4F: 3 clusters Score -215680.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -216086.312500 Penalty: 2703.987305
	Iteration 5F: 3 clusters Score -216086.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -216350.125000 Penalty: 2703.987305
	Iteration 6F: 3 clusters Score -216350.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -216507.609375 Penalty: 2703.987305
	Iteration 7Q: 3 clusters Score -216507.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -216622.468750 Penalty: 2703.987305
	Iteration 8Q: 3 clusters Score -216622.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -216708.687500 Penalty: 2703.987305
	Iteration 9Q: 3 clusters Score -216708.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -216793.937500 Penalty: 2703.987305
	Iteration 10Q: 3 clusters Score -216793.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -216849.109375 Penalty: 2703.987305
	Iteration 11Q: 3 clusters Score -216849.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -216882.375000 Penalty: 2703.987305
	Iteration 12Q: 3 clusters Score -216882.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -216897.843750 Penalty: 2703.987305
	Iteration 13Q: 3 clusters Score -216897.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -216906.515625 Penalty: 2703.987305
	Iteration 14Q: 3 clusters Score -216906.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -216910.296875 Penalty: 2703.987305
	Iteration 15Q: 3 clusters Score -216910.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -216911.093750 Penalty: 2703.987305
	Iteration 16Q: 3 clusters Score -216911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -216912.203125 Penalty: 2703.987305
	Iteration 17Q: 3 clusters Score -216912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -216912.828125 Penalty: 2703.987305
	Iteration 18Q: 3 clusters Score -216912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -216913.312500 Penalty: 2703.987305
	Iteration 19Q: 3 clusters Score -216913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -216913.593750 Penalty: 2703.987305
	Iteration 20F: 3 clusters Score -216913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -216913.703125 Penalty: 2703.987305
	Iteration 21Q: 3 clusters Score -216913.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -216914.078125 Penalty: 2703.987305
	Iteration 22Q: 3 clusters Score -216914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -216914.656250 Penalty: 2703.987305
	Iteration 23Q: 3 clusters Score -216914.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -216914.375000 Penalty: 2703.987305
	Iteration 24Q: 3 clusters Score -216914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -216914.375000 Penalty: 2703.987305
	Iteration 25F: 3 clusters Score -216914.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Entering Unmasked Estep 
Score: -2390362.750000 Penalty: 1727.484375
	Iteration 0F: 2 clusters Score -2390363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2362598.750000 Penalty: 3454.968750
	Iteration 0F: 3 clusters Score -2362599 nChanged 19341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2373801.750000 Penalty: 3454.968750
	Iteration 1F: 3 clusters Score -2373802 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2374599.000000 Penalty: 3454.968750
	Iteration 2Q: 3 clusters Score -2374599 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2375698.750000 Penalty: 3454.968750
	Iteration 3F: 3 clusters Score -2375699 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2377194.500000 Penalty: 3454.968750
	Iteration 4F: 3 clusters Score -2377194 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2379075.250000 Penalty: 3454.968750
	Iteration 5F: 3 clusters Score -2379075 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2381239.750000 Penalty: 3454.968750
	Iteration 6F: 3 clusters Score -2381240 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2383448.500000 Penalty: 3454.968750
	Iteration 7F: 3 clusters Score -2383448 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2385227.250000 Penalty: 3454.968750
	Iteration 8Q: 3 clusters Score -2385227 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2386617.750000 Penalty: 3454.968750
	Iteration 9Q: 3 clusters Score -2386618 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2387597.500000 Penalty: 3454.968750
	Iteration 10Q: 3 clusters Score -2387598 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2388210.750000 Penalty: 3454.968750
	Iteration 11Q: 3 clusters Score -2388211 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2388598.500000 Penalty: 3454.968750
	Iteration 12Q: 3 clusters Score -2388598 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2388864.250000 Penalty: 3454.968750
	Iteration 13Q: 3 clusters Score -2388864 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2389006.500000 Penalty: 3454.968750
	Iteration 14Q: 3 clusters Score -2389006 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2389067.000000 Penalty: 3454.968750
	Iteration 15Q: 3 clusters Score -2389067 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2389117.250000 Penalty: 3454.968750
	Iteration 16Q: 3 clusters Score -2389117 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2389145.500000 Penalty: 3454.968750
	Iteration 17Q: 3 clusters Score -2389146 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2389180.250000 Penalty: 3454.968750
	Iteration 18Q: 3 clusters Score -2389180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2389194.500000 Penalty: 3454.968750
	Iteration 19Q: 3 clusters Score -2389194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2389204.750000 Penalty: 3454.968750
	Iteration 20F: 3 clusters Score -2389205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2389218.500000 Penalty: 3454.968750
	Iteration 21Q: 3 clusters Score -2389218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2389230.000000 Penalty: 3454.968750
	Iteration 22Q: 3 clusters Score -2389230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2389237.750000 Penalty: 3454.968750
	Iteration 23Q: 3 clusters Score -2389238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2389256.750000 Penalty: 3454.968750
	Iteration 24Q: 3 clusters Score -2389257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2389275.250000 Penalty: 3454.968750
	Iteration 25Q: 3 clusters Score -2389275 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2389277.750000 Penalty: 3454.968750
	Iteration 26Q: 3 clusters Score -2389278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2389287.000000 Penalty: 3454.968750
	Iteration 27Q: 3 clusters Score -2389287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2389284.500000 Penalty: 3454.968750
	Iteration 28Q: 3 clusters Score -2389284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2389285.750000 Penalty: 3454.968750
	Iteration 29Q: 3 clusters Score -2389286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2389287.250000 Penalty: 3454.968750
	Iteration 30Q: 3 clusters Score -2389287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2389285.250000 Penalty: 3454.968750
	Iteration 31Q: 3 clusters Score -2389285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2389284.500000 Penalty: 3454.968750
	Iteration 32Q: 3 clusters Score -2389284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2389286.250000 Penalty: 3454.968750
	Iteration 33Q: 3 clusters Score -2389286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2389286.250000 Penalty: 3454.968750
	Iteration 34Q: 3 clusters Score -2389286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2389287.750000 Penalty: 3454.968750
	Iteration 35Q: 3 clusters Score -2389288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2389287.500000 Penalty: 3454.968750
	Iteration 36Q: 3 clusters Score -2389288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2389286.250000 Penalty: 3454.968750
	Iteration 37Q: 3 clusters Score -2389286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2389286.000000 Penalty: 3454.968750
	Iteration 38Q: 3 clusters Score -2389286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2389286.000000 Penalty: 3454.968750
	Iteration 39F: 3 clusters Score -2389286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Entering Unmasked Estep 
Score: -1075956.125000 Penalty: 1603.282959
	Iteration 0F: 2 clusters Score -1075956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1062810.500000 Penalty: 3206.565918
	Iteration 0F: 3 clusters Score -1062810 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1067887.625000 Penalty: 3206.565918
	Iteration 1F: 3 clusters Score -1067888 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1068697.000000 Penalty: 3206.565918
	Iteration 2F: 3 clusters Score -1068697 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1069548.500000 Penalty: 3206.565918
	Iteration 3F: 3 clusters Score -1069548 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1070401.750000 Penalty: 3206.565918
	Iteration 4F: 3 clusters Score -1070402 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1071231.375000 Penalty: 3206.565918
	Iteration 5F: 3 clusters Score -1071231 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1071974.250000 Penalty: 3206.565918
	Iteration 6F: 3 clusters Score -1071974 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1072532.875000 Penalty: 3206.565918
	Iteration 7Q: 3 clusters Score -1072533 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1072987.250000 Penalty: 3206.565918
	Iteration 8Q: 3 clusters Score -1072987 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1073344.000000 Penalty: 3206.565918
	Iteration 9Q: 3 clusters Score -1073344 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1073561.875000 Penalty: 3206.565918
	Iteration 10Q: 3 clusters Score -1073562 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1073721.625000 Penalty: 3206.565918
	Iteration 11Q: 3 clusters Score -1073722 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1073818.750000 Penalty: 3206.565918
	Iteration 12Q: 3 clusters Score -1073819 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1073898.250000 Penalty: 3206.565918
	Iteration 13Q: 3 clusters Score -1073898 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1073955.625000 Penalty: 3206.565918
	Iteration 14Q: 3 clusters Score -1073956 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1074000.125000 Penalty: 3206.565918
	Iteration 15Q: 3 clusters Score -1074000 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1074031.125000 Penalty: 3206.565918
	Iteration 16Q: 3 clusters Score -1074031 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1074065.375000 Penalty: 3206.565918
	Iteration 17Q: 3 clusters Score -1074065 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1074100.500000 Penalty: 3206.565918
	Iteration 18Q: 3 clusters Score -1074100 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1074130.875000 Penalty: 3206.565918
	Iteration 19Q: 3 clusters Score -1074131 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1074169.250000 Penalty: 3206.565918
	Iteration 20F: 3 clusters Score -1074169 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1074208.000000 Penalty: 3206.565918
	Iteration 21Q: 3 clusters Score -1074208 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1074242.750000 Penalty: 3206.565918
	Iteration 22Q: 3 clusters Score -1074243 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1074286.375000 Penalty: 3206.565918
	Iteration 23Q: 3 clusters Score -1074286 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1074335.125000 Penalty: 3206.565918
	Iteration 24Q: 3 clusters Score -1074335 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1074389.500000 Penalty: 3206.565918
	Iteration 25Q: 3 clusters Score -1074390 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1074436.375000 Penalty: 3206.565918
	Iteration 26Q: 3 clusters Score -1074436 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1074499.625000 Penalty: 3206.565918
	Iteration 27Q: 3 clusters Score -1074500 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1074596.000000 Penalty: 3206.565918
	Iteration 28Q: 3 clusters Score -1074596 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1074719.125000 Penalty: 3206.565918
	Iteration 29Q: 3 clusters Score -1074719 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1074860.125000 Penalty: 3206.565918
	Iteration 30Q: 3 clusters Score -1074860 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1074981.375000 Penalty: 3206.565918
	Iteration 31Q: 3 clusters Score -1074981 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1075094.000000 Penalty: 3206.565918
	Iteration 32Q: 3 clusters Score -1075094 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1075198.000000 Penalty: 3206.565918
	Iteration 33Q: 3 clusters Score -1075198 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1075282.125000 Penalty: 3206.565918
	Iteration 34Q: 3 clusters Score -1075282 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1075349.500000 Penalty: 3206.565918
	Iteration 35Q: 3 clusters Score -1075350 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1075395.125000 Penalty: 3206.565918
	Iteration 36Q: 3 clusters Score -1075395 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1075424.625000 Penalty: 3206.565918
	Iteration 37Q: 3 clusters Score -1075425 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1075450.750000 Penalty: 3206.565918
	Iteration 38Q: 3 clusters Score -1075451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1075476.875000 Penalty: 3206.565918
	Iteration 39Q: 3 clusters Score -1075477 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1075497.000000 Penalty: 3206.565918
	Iteration 40F: 3 clusters Score -1075497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1075515.250000 Penalty: 3206.565918
	Iteration 41Q: 3 clusters Score -1075515 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1075535.250000 Penalty: 3206.565918
	Iteration 42Q: 3 clusters Score -1075535 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1075560.250000 Penalty: 3206.565918
	Iteration 43Q: 3 clusters Score -1075560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1075584.375000 Penalty: 3206.565918
	Iteration 44Q: 3 clusters Score -1075584 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1075610.500000 Penalty: 3206.565918
	Iteration 45Q: 3 clusters Score -1075610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1075631.250000 Penalty: 3206.565918
	Iteration 46Q: 3 clusters Score -1075631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1075649.000000 Penalty: 3206.565918
	Iteration 47Q: 3 clusters Score -1075649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1075670.250000 Penalty: 3206.565918
	Iteration 48Q: 3 clusters Score -1075670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1075680.125000 Penalty: 3206.565918
	Iteration 49Q: 3 clusters Score -1075680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1075699.125000 Penalty: 3206.565918
	Iteration 50Q: 3 clusters Score -1075699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1075713.500000 Penalty: 3206.565918
	Iteration 51Q: 3 clusters Score -1075714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1075730.875000 Penalty: 3206.565918
	Iteration 52Q: 3 clusters Score -1075731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1075743.875000 Penalty: 3206.565918
	Iteration 53Q: 3 clusters Score -1075744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1075754.500000 Penalty: 3206.565918
	Iteration 54Q: 3 clusters Score -1075754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1075761.125000 Penalty: 3206.565918
	Iteration 55Q: 3 clusters Score -1075761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1075770.375000 Penalty: 3206.565918
	Iteration 56Q: 3 clusters Score -1075770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1075773.250000 Penalty: 3206.565918
	Iteration 57Q: 3 clusters Score -1075773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1075775.875000 Penalty: 3206.565918
	Iteration 58Q: 3 clusters Score -1075776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1075776.250000 Penalty: 3206.565918
	Iteration 59Q: 3 clusters Score -1075776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1075777.250000 Penalty: 3206.565918
	Iteration 60F: 3 clusters Score -1075777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1075781.000000 Penalty: 3206.565918
	Iteration 61Q: 3 clusters Score -1075781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1075780.375000 Penalty: 3206.565918
	Iteration 62Q: 3 clusters Score -1075780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1075784.125000 Penalty: 3206.565918
	Iteration 63Q: 3 clusters Score -1075784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1075786.625000 Penalty: 3206.565918
	Iteration 64Q: 3 clusters Score -1075787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1075786.375000 Penalty: 3206.565918
	Iteration 65Q: 3 clusters Score -1075786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1075790.500000 Penalty: 3206.565918
	Iteration 66Q: 3 clusters Score -1075790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1075793.500000 Penalty: 3206.565918
	Iteration 67Q: 3 clusters Score -1075794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1075791.125000 Penalty: 3206.565918
	Iteration 68Q: 3 clusters Score -1075791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1075791.750000 Penalty: 3206.565918
	Iteration 69Q: 3 clusters Score -1075792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1075791.500000 Penalty: 3206.565918
	Iteration 70Q: 3 clusters Score -1075792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1075793.125000 Penalty: 3206.565918
	Iteration 71Q: 3 clusters Score -1075793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1075795.000000 Penalty: 3206.565918
	Iteration 72Q: 3 clusters Score -1075795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1075795.250000 Penalty: 3206.565918
	Iteration 73Q: 3 clusters Score -1075795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1075794.000000 Penalty: 3206.565918
	Iteration 74Q: 3 clusters Score -1075794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1075794.750000 Penalty: 3206.565918
	Iteration 75Q: 3 clusters Score -1075795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1075793.500000 Penalty: 3206.565918
	Iteration 76Q: 3 clusters Score -1075794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1075793.500000 Penalty: 3206.565918
	Iteration 77F: 3 clusters Score -1075794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -63616.347656 Penalty: 1157.727783
	Iteration 0F: 2 clusters Score -63616.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61976.691406 Penalty: 2315.455566
	Iteration 0F: 3 clusters Score -61976.69 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -62315.863281 Penalty: 2315.455566
	Iteration 1F: 3 clusters Score -62315.86 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -62425.750000 Penalty: 2315.455566
	Iteration 2F: 3 clusters Score -62425.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -62500.066406 Penalty: 2315.455566
	Iteration 3Q: 3 clusters Score -62500.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -62576.773438 Penalty: 2315.455566
	Iteration 4Q: 3 clusters Score -62576.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -62653.406250 Penalty: 2315.455566
	Iteration 5Q: 3 clusters Score -62653.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -62724.101562 Penalty: 2315.455566
	Iteration 6Q: 3 clusters Score -62724.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -62794.492188 Penalty: 2315.455566
	Iteration 7Q: 3 clusters Score -62794.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62826.914062 Penalty: 2315.455566
	Iteration 8Q: 3 clusters Score -62826.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -62847.238281 Penalty: 2315.455566
	Iteration 9Q: 3 clusters Score -62847.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -62858.414062 Penalty: 2315.455566
	Iteration 10Q: 3 clusters Score -62858.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -62867.082031 Penalty: 2315.455566
	Iteration 11Q: 3 clusters Score -62867.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -62873.671875 Penalty: 2315.455566
	Iteration 12Q: 3 clusters Score -62873.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -62882.144531 Penalty: 2315.455566
	Iteration 13Q: 3 clusters Score -62882.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -62888.835938 Penalty: 2315.455566
	Iteration 14Q: 3 clusters Score -62888.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -62897.582031 Penalty: 2315.455566
	Iteration 15Q: 3 clusters Score -62897.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -62902.839844 Penalty: 2315.455566
	Iteration 16Q: 3 clusters Score -62902.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -62910.226562 Penalty: 2315.455566
	Iteration 17Q: 3 clusters Score -62910.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -62916.191406 Penalty: 2315.455566
	Iteration 18Q: 3 clusters Score -62916.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62922.265625 Penalty: 2315.455566
	Iteration 19Q: 3 clusters Score -62922.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -62928.968750 Penalty: 2315.455566
	Iteration 20F: 3 clusters Score -62928.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -62934.289062 Penalty: 2315.455566
	Iteration 21Q: 3 clusters Score -62934.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -62939.648438 Penalty: 2315.455566
	Iteration 22Q: 3 clusters Score -62939.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -62940.750000 Penalty: 2315.455566
	Iteration 23Q: 3 clusters Score -62940.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -62941.250000 Penalty: 2315.455566
	Iteration 24Q: 3 clusters Score -62941.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -62941.250000 Penalty: 2315.455566
	Iteration 25F: 3 clusters Score -62941.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 105390 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 13579 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 18560 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 142311 members 
Mstep: Class 12 contains 45802 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 14342 members 
Mstep: Class 15 contains 89762 members 
Mstep: Class 16 contains 1877 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 19 contains 7367 members 
Mstep: Class 20 contains 36573 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 10749 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 41385 members 
Mstep: Class 25 contains 19271 members 
Mstep: Class 26 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141996.000000 Penalty: 60711.371094
Iteration 79Q: 29 clusters Score -3.4142e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1704 members 
Mstep: Class 3 contains 105378 members 
Mstep: Class 4 contains 17674 members 
Mstep: Class 5 contains 13604 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 1568 members 
Mstep: Class 8 contains 18869 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 142287 members 
Mstep: Class 12 contains 45739 members 
Mstep: Class 13 contains 5326 members 
Mstep: Class 14 contains 14360 members 
Mstep: Class 15 contains 89723 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 4510 members 
Mstep: Class 18 contains 11337 members 
Mstep: Class 19 contains 7409 members 
Mstep: Class 20 contains 36564 members 
Mstep: Class 21 contains 4680 members 
Mstep: Class 22 contains 10744 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 41359 members 
Mstep: Class 25 contains 19221 members 
Mstep: Class 26 contains 1218 members 
Mstep: Class 27 contains 5711 members 
Mstep: Class 28 contains 3978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143080.000000 Penalty: 60711.371094
Iteration 80F: 29 clusters Score -3.414308e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 105377 members 
Mstep: Class 4 contains 17645 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 5580 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 18879 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 142258 members 
Mstep: Class 12 contains 45663 members 
Mstep: Class 13 contains 5339 members 
Mstep: Class 14 contains 14381 members 
Mstep: Class 15 contains 89708 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 4388 members 
Mstep: Class 18 contains 11335 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 36536 members 
Mstep: Class 21 contains 4669 members 
Mstep: Class 22 contains 10736 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 41348 members 
Mstep: Class 25 contains 19092 members 
Mstep: Class 26 contains 1208 members 
Mstep: Class 27 contains 5967 members 
Mstep: Class 28 contains 4010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143460.000000 Penalty: 60711.371094
Iteration 81Q: 29 clusters Score -3.414346e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1800 members 
Mstep: Class 3 contains 105371 members 
Mstep: Class 4 contains 17616 members 
Mstep: Class 5 contains 13641 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 18883 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 142223 members 
Mstep: Class 12 contains 45588 members 
Mstep: Class 13 contains 5361 members 
Mstep: Class 14 contains 14409 members 
Mstep: Class 15 contains 89702 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 17 contains 4312 members 
Mstep: Class 18 contains 11329 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 36519 members 
Mstep: Class 21 contains 4673 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 41348 members 
Mstep: Class 25 contains 18994 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 6090 members 
Mstep: Class 28 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143636.000000 Penalty: 60711.371094
Iteration 82Q: 29 clusters Score -3.414364e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1822 members 
Mstep: Class 3 contains 105359 members 
Mstep: Class 4 contains 17582 members 
Mstep: Class 5 contains 13659 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 8 contains 18873 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 142181 members 
Mstep: Class 12 contains 45519 members 
Mstep: Class 13 contains 5388 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 89700 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 7502 members 
Mstep: Class 20 contains 36499 members 
Mstep: Class 21 contains 4686 members 
Mstep: Class 22 contains 10732 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 41347 members 
Mstep: Class 25 contains 18906 members 
Mstep: Class 26 contains 1187 members 
Mstep: Class 27 contains 6179 members 
Mstep: Class 28 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143744.000000 Penalty: 60711.371094
Iteration 83Q: 29 clusters Score -3.414374e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1843 members 
Mstep: Class 3 contains 105341 members 
Mstep: Class 4 contains 17547 members 
Mstep: Class 5 contains 13681 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 1581 members 
Mstep: Class 8 contains 18864 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 142150 members 
Mstep: Class 12 contains 45457 members 
Mstep: Class 13 contains 5414 members 
Mstep: Class 14 contains 14459 members 
Mstep: Class 15 contains 89703 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 36483 members 
Mstep: Class 21 contains 4686 members 
Mstep: Class 22 contains 10727 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41349 members 
Mstep: Class 25 contains 18859 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 6235 members 
Mstep: Class 28 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143596.000000 Penalty: 60711.371094
Iteration 84Q: 29 clusters Score -3.41436e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 105332 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 13695 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 18856 members 
Mstep: Class 9 contains 1724 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 142123 members 
Mstep: Class 12 contains 45382 members 
Mstep: Class 13 contains 5448 members 
Mstep: Class 14 contains 14477 members 
Mstep: Class 15 contains 89694 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 7554 members 
Mstep: Class 20 contains 36478 members 
Mstep: Class 21 contains 4689 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41355 members 
Mstep: Class 25 contains 18825 members 
Mstep: Class 26 contains 1181 members 
Mstep: Class 27 contains 6271 members 
Mstep: Class 28 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143748.000000 Penalty: 60711.371094
Iteration 85Q: 29 clusters Score -3.414375e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1860 members 
Mstep: Class 3 contains 105330 members 
Mstep: Class 4 contains 17480 members 
Mstep: Class 5 contains 13694 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18852 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 142087 members 
Mstep: Class 12 contains 45309 members 
Mstep: Class 13 contains 5478 members 
Mstep: Class 14 contains 14502 members 
Mstep: Class 15 contains 89690 members 
Mstep: Class 16 contains 2076 members 
Mstep: Class 17 contains 4294 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 7575 members 
Mstep: Class 20 contains 36467 members 
Mstep: Class 21 contains 4695 members 
Mstep: Class 22 contains 10720 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41354 members 
Mstep: Class 25 contains 18781 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6299 members 
Mstep: Class 28 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143848.000000 Penalty: 60711.371094
Iteration 86Q: 29 clusters Score -3.414385e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 3 contains 105320 members 
Mstep: Class 4 contains 17455 members 
Mstep: Class 5 contains 13705 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18852 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 3135 members 
Mstep: Class 11 contains 142049 members 
Mstep: Class 12 contains 45267 members 
Mstep: Class 13 contains 5498 members 
Mstep: Class 14 contains 14528 members 
Mstep: Class 15 contains 89681 members 
Mstep: Class 16 contains 2080 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4696 members 
Mstep: Class 22 contains 10717 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41345 members 
Mstep: Class 25 contains 18743 members 
Mstep: Class 26 contains 1178 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143968.000000 Penalty: 60711.371094
Iteration 87Q: 29 clusters Score -3.414397e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1877 members 
Mstep: Class 3 contains 105301 members 
Mstep: Class 4 contains 17428 members 
Mstep: Class 5 contains 13713 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 18844 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 142023 members 
Mstep: Class 12 contains 45228 members 
Mstep: Class 13 contains 5526 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 89670 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 11312 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 36453 members 
Mstep: Class 21 contains 4699 members 
Mstep: Class 22 contains 10709 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18708 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6327 members 
Mstep: Class 28 contains 4012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144000.000000 Penalty: 60711.371094
Iteration 88Q: 29 clusters Score -3.4144e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1883 members 
Mstep: Class 3 contains 105301 members 
Mstep: Class 4 contains 17414 members 
Mstep: Class 5 contains 13719 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 18837 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 141975 members 
Mstep: Class 12 contains 45186 members 
Mstep: Class 13 contains 5547 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 89664 members 
Mstep: Class 16 contains 2087 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 36454 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 10709 members 
Mstep: Class 23 contains 4091 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 18675 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144164.000000 Penalty: 60711.371094
Iteration 89Q: 29 clusters Score -3.414416e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1884 members 
Mstep: Class 3 contains 105290 members 
Mstep: Class 4 contains 17402 members 
Mstep: Class 5 contains 13731 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 18826 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 141932 members 
Mstep: Class 12 contains 45167 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 89651 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 17 contains 4341 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 36446 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 10708 members 
Mstep: Class 23 contains 4092 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 18637 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6353 members 
Mstep: Class 28 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144244.000000 Penalty: 60711.371094
Iteration 90Q: 29 clusters Score -3.414424e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1888 members 
Mstep: Class 3 contains 105286 members 
Mstep: Class 4 contains 17379 members 
Mstep: Class 5 contains 13738 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18811 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 141906 members 
Mstep: Class 12 contains 45148 members 
Mstep: Class 13 contains 5589 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 89634 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 36448 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 10707 members 
Mstep: Class 23 contains 4092 members 
Mstep: Class 24 contains 41323 members 
Mstep: Class 25 contains 18617 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6361 members 
Mstep: Class 28 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144368.000000 Penalty: 60711.371094
Iteration 91Q: 29 clusters Score -3.414437e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1892 members 
Mstep: Class 3 contains 105283 members 
Mstep: Class 4 contains 17350 members 
Mstep: Class 5 contains 13755 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18799 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3128 members 
Mstep: Class 11 contains 141870 members 
Mstep: Class 12 contains 45125 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 14668 members 
Mstep: Class 15 contains 89618 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 7651 members 
Mstep: Class 20 contains 36445 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 10717 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 41322 members 
Mstep: Class 25 contains 18588 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6374 members 
Mstep: Class 28 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144364.000000 Penalty: 60711.371094
Iteration 92Q: 29 clusters Score -3.414436e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1897 members 
Mstep: Class 3 contains 105277 members 
Mstep: Class 4 contains 17321 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18789 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 141839 members 
Mstep: Class 12 contains 45098 members 
Mstep: Class 13 contains 5631 members 
Mstep: Class 14 contains 14695 members 
Mstep: Class 15 contains 89600 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 11300 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 36439 members 
Mstep: Class 21 contains 4721 members 
Mstep: Class 22 contains 10720 members 
Mstep: Class 23 contains 4087 members 
Mstep: Class 24 contains 41324 members 
Mstep: Class 25 contains 18557 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6384 members 
Mstep: Class 28 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144424.000000 Penalty: 60711.371094
Iteration 93Q: 29 clusters Score -3.414442e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1904 members 
Mstep: Class 3 contains 105268 members 
Mstep: Class 4 contains 17297 members 
Mstep: Class 5 contains 13776 members 
Mstep: Class 6 contains 5519 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18781 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 141822 members 
Mstep: Class 12 contains 45077 members 
Mstep: Class 13 contains 5656 members 
Mstep: Class 14 contains 14703 members 
Mstep: Class 15 contains 89587 members 
Mstep: Class 16 contains 2096 members 
Mstep: Class 17 contains 4373 members 
Mstep: Class 18 contains 11301 members 
Mstep: Class 19 contains 7679 members 
Mstep: Class 20 contains 36432 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 10722 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41336 members 
Mstep: Class 25 contains 18525 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6396 members 
Mstep: Class 28 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144392.000000 Penalty: 60711.371094
Iteration 94Q: 29 clusters Score -3.414439e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1908 members 
Mstep: Class 3 contains 105253 members 
Mstep: Class 4 contains 17289 members 
Mstep: Class 5 contains 13786 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18781 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 11 contains 141803 members 
Mstep: Class 12 contains 45048 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 89589 members 
Mstep: Class 16 contains 2097 members 
Mstep: Class 17 contains 4377 members 
Mstep: Class 18 contains 11305 members 
Mstep: Class 19 contains 7692 members 
Mstep: Class 20 contains 36430 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 10721 members 
Mstep: Class 23 contains 4090 members 
Mstep: Class 24 contains 41333 members 
Mstep: Class 25 contains 18502 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6401 members 
Mstep: Class 28 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144428.000000 Penalty: 60711.371094
Iteration 95Q: 29 clusters Score -3.414443e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105250 members 
Mstep: Class 4 contains 17280 members 
Mstep: Class 5 contains 13795 members 
Mstep: Class 6 contains 5483 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18777 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 141777 members 
Mstep: Class 12 contains 45005 members 
Mstep: Class 13 contains 5696 members 
Mstep: Class 14 contains 14727 members 
Mstep: Class 15 contains 89590 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 17 contains 4382 members 
Mstep: Class 18 contains 11308 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 36428 members 
Mstep: Class 21 contains 4734 members 
Mstep: Class 22 contains 10726 members 
Mstep: Class 23 contains 4090 members 
Mstep: Class 24 contains 41331 members 
Mstep: Class 25 contains 18489 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6402 members 
Mstep: Class 28 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144460.000000 Penalty: 60711.371094
Iteration 96Q: 29 clusters Score -3.414446e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105233 members 
Mstep: Class 4 contains 17270 members 
Mstep: Class 5 contains 13806 members 
Mstep: Class 6 contains 5476 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18775 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 141765 members 
Mstep: Class 12 contains 44954 members 
Mstep: Class 13 contains 5724 members 
Mstep: Class 14 contains 14735 members 
Mstep: Class 15 contains 89593 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 11308 members 
Mstep: Class 19 contains 7705 members 
Mstep: Class 20 contains 36428 members 
Mstep: Class 21 contains 4741 members 
Mstep: Class 22 contains 10733 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 41333 members 
Mstep: Class 25 contains 18478 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6405 members 
Mstep: Class 28 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144400.000000 Penalty: 60711.371094
Iteration 97Q: 29 clusters Score -3.41444e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1908 members 
Mstep: Class 3 contains 105226 members 
Mstep: Class 4 contains 17255 members 
Mstep: Class 5 contains 13816 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18774 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 141750 members 
Mstep: Class 12 contains 44903 members 
Mstep: Class 13 contains 5749 members 
Mstep: Class 14 contains 14742 members 
Mstep: Class 15 contains 89598 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 36425 members 
Mstep: Class 21 contains 4742 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 41331 members 
Mstep: Class 25 contains 18475 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6408 members 
Mstep: Class 28 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144420.000000 Penalty: 60711.371094
Iteration 98Q: 29 clusters Score -3.414442e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105210 members 
Mstep: Class 4 contains 17235 members 
Mstep: Class 5 contains 13823 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18774 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 141745 members 
Mstep: Class 12 contains 44849 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 14755 members 
Mstep: Class 15 contains 89609 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 7715 members 
Mstep: Class 20 contains 36423 members 
Mstep: Class 21 contains 4749 members 
Mstep: Class 22 contains 10730 members 
Mstep: Class 23 contains 4087 members 
Mstep: Class 24 contains 41331 members 
Mstep: Class 25 contains 18460 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6416 members 
Mstep: Class 28 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144436.000000 Penalty: 60711.371094
Iteration 99Q: 29 clusters Score -3.414444e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105195 members 
Mstep: Class 4 contains 17231 members 
Mstep: Class 5 contains 13837 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18773 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 141735 members 
Mstep: Class 12 contains 44799 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 14771 members 
Mstep: Class 15 contains 89615 members 
Mstep: Class 16 contains 2112 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 36422 members 
Mstep: Class 21 contains 4751 members 
Mstep: Class 22 contains 10730 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41331 members 
Mstep: Class 25 contains 18445 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6419 members 
Mstep: Class 28 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144432.000000 Penalty: 60711.371094
Iteration 100F: 29 clusters Score -3.414443e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105181 members 
Mstep: Class 4 contains 17226 members 
Mstep: Class 5 contains 13853 members 
Mstep: Class 6 contains 5457 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18773 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 141725 members 
Mstep: Class 12 contains 44741 members 
Mstep: Class 13 contains 5830 members 
Mstep: Class 14 contains 14792 members 
Mstep: Class 15 contains 89612 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 11305 members 
Mstep: Class 19 contains 7734 members 
Mstep: Class 20 contains 36419 members 
Mstep: Class 21 contains 4751 members 
Mstep: Class 22 contains 10727 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41333 members 
Mstep: Class 25 contains 18425 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6424 members 
Mstep: Class 28 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144448.000000 Penalty: 60711.371094
Iteration 101Q: 29 clusters Score -3.414445e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105165 members 
Mstep: Class 4 contains 17220 members 
Mstep: Class 5 contains 13860 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18769 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 141716 members 
Mstep: Class 12 contains 44707 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 14811 members 
Mstep: Class 15 contains 89612 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 11304 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 20 contains 36416 members 
Mstep: Class 21 contains 4752 members 
Mstep: Class 22 contains 10723 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41330 members 
Mstep: Class 25 contains 18413 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144452.000000 Penalty: 60711.371094
Iteration 102Q: 29 clusters Score -3.414445e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105156 members 
Mstep: Class 4 contains 17205 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 18764 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 141700 members 
Mstep: Class 12 contains 44686 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 89613 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 11306 members 
Mstep: Class 19 contains 7748 members 
Mstep: Class 20 contains 36414 members 
Mstep: Class 21 contains 4753 members 
Mstep: Class 22 contains 10723 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41330 members 
Mstep: Class 25 contains 18407 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6428 members 
Mstep: Class 28 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144456.000000 Penalty: 60711.371094
Iteration 103Q: 29 clusters Score -3.414446e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105151 members 
Mstep: Class 4 contains 17191 members 
Mstep: Class 5 contains 13867 members 
Mstep: Class 6 contains 5428 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 18760 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 141695 members 
Mstep: Class 12 contains 44647 members 
Mstep: Class 13 contains 5884 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 89624 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 7754 members 
Mstep: Class 20 contains 36415 members 
Mstep: Class 21 contains 4758 members 
Mstep: Class 22 contains 10717 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18411 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6434 members 
Mstep: Class 28 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144416.000000 Penalty: 60711.371094
Iteration 104Q: 29 clusters Score -3.414442e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105149 members 
Mstep: Class 4 contains 17179 members 
Mstep: Class 5 contains 13871 members 
Mstep: Class 6 contains 5425 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 18758 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 141679 members 
Mstep: Class 12 contains 44615 members 
Mstep: Class 13 contains 5894 members 
Mstep: Class 14 contains 14828 members 
Mstep: Class 15 contains 89625 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4393 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 36419 members 
Mstep: Class 21 contains 4763 members 
Mstep: Class 22 contains 10718 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41322 members 
Mstep: Class 25 contains 18418 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6438 members 
Mstep: Class 28 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144500.000000 Penalty: 60711.371094
Iteration 105Q: 29 clusters Score -3.41445e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105147 members 
Mstep: Class 4 contains 17165 members 
Mstep: Class 5 contains 13870 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18760 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 141671 members 
Mstep: Class 12 contains 44595 members 
Mstep: Class 13 contains 5915 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 89618 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 11311 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 36417 members 
Mstep: Class 21 contains 4762 members 
Mstep: Class 22 contains 10716 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41325 members 
Mstep: Class 25 contains 18420 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6440 members 
Mstep: Class 28 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144504.000000 Penalty: 60711.371094
Iteration 106Q: 29 clusters Score -3.41445e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105142 members 
Mstep: Class 4 contains 17151 members 
Mstep: Class 5 contains 13866 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18761 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 141662 members 
Mstep: Class 12 contains 44583 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 14835 members 
Mstep: Class 15 contains 89615 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 7766 members 
Mstep: Class 20 contains 36416 members 
Mstep: Class 21 contains 4764 members 
Mstep: Class 22 contains 10714 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41325 members 
Mstep: Class 25 contains 18422 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6442 members 
Mstep: Class 28 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144460.000000 Penalty: 60711.371094
Iteration 107Q: 29 clusters Score -3.414446e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105143 members 
Mstep: Class 4 contains 17146 members 
Mstep: Class 5 contains 13873 members 
Mstep: Class 6 contains 5418 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18762 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 141651 members 
Mstep: Class 12 contains 44545 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 14843 members 
Mstep: Class 15 contains 89617 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 11308 members 
Mstep: Class 19 contains 7770 members 
Mstep: Class 20 contains 36416 members 
Mstep: Class 21 contains 4769 members 
Mstep: Class 22 contains 10718 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41319 members 
Mstep: Class 25 contains 18419 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6441 members 
Mstep: Class 28 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144448.000000 Penalty: 60711.371094
Iteration 108Q: 29 clusters Score -3.414445e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105137 members 
Mstep: Class 4 contains 17134 members 
Mstep: Class 5 contains 13881 members 
Mstep: Class 6 contains 5418 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 18762 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 141645 members 
Mstep: Class 12 contains 44507 members 
Mstep: Class 13 contains 5974 members 
Mstep: Class 14 contains 14849 members 
Mstep: Class 15 contains 89617 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 36417 members 
Mstep: Class 21 contains 4771 members 
Mstep: Class 22 contains 10721 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 41322 members 
Mstep: Class 25 contains 18417 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6443 members 
Mstep: Class 28 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144496.000000 Penalty: 60711.371094
Iteration 109Q: 29 clusters Score -3.41445e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105122 members 
Mstep: Class 4 contains 17122 members 
Mstep: Class 5 contains 13890 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 18762 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 11 contains 141639 members 
Mstep: Class 12 contains 44482 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 14856 members 
Mstep: Class 15 contains 89626 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 36418 members 
Mstep: Class 21 contains 4773 members 
Mstep: Class 22 contains 10720 members 
Mstep: Class 23 contains 4087 members 
Mstep: Class 24 contains 41325 members 
Mstep: Class 25 contains 18418 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6444 members 
Mstep: Class 28 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144448.000000 Penalty: 60711.371094
Iteration 110Q: 29 clusters Score -3.414445e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105117 members 
Mstep: Class 4 contains 17117 members 
Mstep: Class 5 contains 13895 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 18765 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 11 contains 141630 members 
Mstep: Class 12 contains 44460 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 14871 members 
Mstep: Class 15 contains 89625 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 7777 members 
Mstep: Class 20 contains 36420 members 
Mstep: Class 21 contains 4774 members 
Mstep: Class 22 contains 10719 members 
Mstep: Class 23 contains 4087 members 
Mstep: Class 24 contains 41325 members 
Mstep: Class 25 contains 18415 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6444 members 
Mstep: Class 28 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144464.000000 Penalty: 60711.371094
Iteration 111Q: 29 clusters Score -3.414446e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105115 members 
Mstep: Class 4 contains 17120 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18766 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 141620 members 
Mstep: Class 12 contains 44431 members 
Mstep: Class 13 contains 6007 members 
Mstep: Class 14 contains 14881 members 
Mstep: Class 15 contains 89625 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 11304 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 36421 members 
Mstep: Class 21 contains 4773 members 
Mstep: Class 22 contains 10720 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 41322 members 
Mstep: Class 25 contains 18415 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6444 members 
Mstep: Class 28 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144460.000000 Penalty: 60711.371094
Iteration 112Q: 29 clusters Score -3.414446e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105112 members 
Mstep: Class 4 contains 17114 members 
Mstep: Class 5 contains 13912 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18766 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3109 members 
Mstep: Class 11 contains 141621 members 
Mstep: Class 12 contains 44393 members 
Mstep: Class 13 contains 6016 members 
Mstep: Class 14 contains 14889 members 
Mstep: Class 15 contains 89627 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 36424 members 
Mstep: Class 21 contains 4775 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 4092 members 
Mstep: Class 24 contains 41321 members 
Mstep: Class 25 contains 18416 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6445 members 
Mstep: Class 28 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144460.000000 Penalty: 60711.371094
Iteration 113Q: 29 clusters Score -3.414446e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105104 members 
Mstep: Class 4 contains 17108 members 
Mstep: Class 5 contains 13917 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18767 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3108 members 
Mstep: Class 11 contains 141620 members 
Mstep: Class 12 contains 44359 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 89618 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 11305 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 36427 members 
Mstep: Class 21 contains 4774 members 
Mstep: Class 22 contains 10741 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41316 members 
Mstep: Class 25 contains 18420 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144448.000000 Penalty: 60711.371094
Iteration 114Q: 29 clusters Score -3.414445e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105100 members 
Mstep: Class 4 contains 17107 members 
Mstep: Class 5 contains 13922 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18767 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 11 contains 141613 members 
Mstep: Class 12 contains 44334 members 
Mstep: Class 13 contains 6033 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 89615 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 7777 members 
Mstep: Class 20 contains 36427 members 
Mstep: Class 21 contains 4778 members 
Mstep: Class 22 contains 10753 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41312 members 
Mstep: Class 25 contains 18422 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6445 members 
Mstep: Class 28 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144460.000000 Penalty: 60711.371094
Iteration 115Q: 29 clusters Score -3.414446e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 105100 members 
Mstep: Class 4 contains 17102 members 
Mstep: Class 5 contains 13925 members 
Mstep: Class 6 contains 5403 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18767 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 141608 members 
Mstep: Class 12 contains 44303 members 
Mstep: Class 13 contains 6042 members 
Mstep: Class 14 contains 14924 members 
Mstep: Class 15 contains 89609 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 11300 members 
Mstep: Class 19 contains 7780 members 
Mstep: Class 20 contains 36428 members 
Mstep: Class 21 contains 4781 members 
Mstep: Class 22 contains 10760 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41317 members 
Mstep: Class 25 contains 18424 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144392.000000 Penalty: 60711.371094
Iteration 116Q: 29 clusters Score -3.414439e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105101 members 
Mstep: Class 4 contains 17099 members 
Mstep: Class 5 contains 13931 members 
Mstep: Class 6 contains 5404 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18768 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 141603 members 
Mstep: Class 12 contains 44283 members 
Mstep: Class 13 contains 6050 members 
Mstep: Class 14 contains 14932 members 
Mstep: Class 15 contains 89606 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 36425 members 
Mstep: Class 21 contains 4783 members 
Mstep: Class 22 contains 10764 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41316 members 
Mstep: Class 25 contains 18424 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6445 members 
Mstep: Class 28 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144460.000000 Penalty: 60711.371094
Iteration 117Q: 29 clusters Score -3.414446e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 17098 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18767 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 141603 members 
Mstep: Class 12 contains 44267 members 
Mstep: Class 13 contains 6059 members 
Mstep: Class 14 contains 14936 members 
Mstep: Class 15 contains 89600 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 36424 members 
Mstep: Class 21 contains 4786 members 
Mstep: Class 22 contains 10764 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41318 members 
Mstep: Class 25 contains 18426 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6445 members 
Mstep: Class 28 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144412.000000 Penalty: 60711.371094
Iteration 118Q: 29 clusters Score -3.414441e+07 nChanged 69
Entering ConstructFrom: 
Score: -34144412.000000 Penalty: 60711.371094
Entering ConstructFrom: 
Trying to split cluster 1 (5374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Entering Unmasked Estep 
Score: -290936.937500 Penalty: 1395.765747
	Iteration 0F: 2 clusters Score -290936.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -286720.531250 Penalty: 2791.531494
	Iteration 0F: 3 clusters Score -286720.5 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -287953.687500 Penalty: 2791.531494
	Iteration 1F: 3 clusters Score -287953.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -288242.906250 Penalty: 2791.531494
	Iteration 2F: 3 clusters Score -288242.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -288544.468750 Penalty: 2791.531494
	Iteration 3F: 3 clusters Score -288544.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -288816.625000 Penalty: 2791.531494
	Iteration 4F: 3 clusters Score -288816.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -289004.593750 Penalty: 2791.531494
	Iteration 5Q: 3 clusters Score -289004.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -289151.531250 Penalty: 2791.531494
	Iteration 6Q: 3 clusters Score -289151.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -289285.781250 Penalty: 2791.531494
	Iteration 7Q: 3 clusters Score -289285.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -289414.718750 Penalty: 2791.531494
	Iteration 8Q: 3 clusters Score -289414.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -289567.218750 Penalty: 2791.531494
	Iteration 9Q: 3 clusters Score -289567.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -289703.468750 Penalty: 2791.531494
	Iteration 10Q: 3 clusters Score -289703.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -289850.343750 Penalty: 2791.531494
	Iteration 11Q: 3 clusters Score -289850.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -290007.062500 Penalty: 2791.531494
	Iteration 12Q: 3 clusters Score -290007.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -290183.625000 Penalty: 2791.531494
	Iteration 13Q: 3 clusters Score -290183.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -290316.937500 Penalty: 2791.531494
	Iteration 14Q: 3 clusters Score -290316.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -290407.187500 Penalty: 2791.531494
	Iteration 15Q: 3 clusters Score -290407.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -290472.812500 Penalty: 2791.531494
	Iteration 16Q: 3 clusters Score -290472.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -290507.812500 Penalty: 2791.531494
	Iteration 17Q: 3 clusters Score -290507.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -290532.781250 Penalty: 2791.531494
	Iteration 18Q: 3 clusters Score -290532.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -290549.500000 Penalty: 2791.531494
	Iteration 19Q: 3 clusters Score -290549.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -290559.906250 Penalty: 2791.531494
	Iteration 20F: 3 clusters Score -290559.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -290572.906250 Penalty: 2791.531494
	Iteration 21Q: 3 clusters Score -290572.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -290582.500000 Penalty: 2791.531494
	Iteration 22Q: 3 clusters Score -290582.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -290593.062500 Penalty: 2791.531494
	Iteration 23Q: 3 clusters Score -290593.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -290601.531250 Penalty: 2791.531494
	Iteration 24Q: 3 clusters Score -290601.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -290609.875000 Penalty: 2791.531494
	Iteration 25Q: 3 clusters Score -290609.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -290618.218750 Penalty: 2791.531494
	Iteration 26Q: 3 clusters Score -290618.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -290624.437500 Penalty: 2791.531494
	Iteration 27Q: 3 clusters Score -290624.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -290628.187500 Penalty: 2791.531494
	Iteration 28Q: 3 clusters Score -290628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -290628.937500 Penalty: 2791.531494
	Iteration 29Q: 3 clusters Score -290628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -290630.218750 Penalty: 2791.531494
	Iteration 30Q: 3 clusters Score -290630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -290631.968750 Penalty: 2791.531494
	Iteration 31Q: 3 clusters Score -290632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -290633.187500 Penalty: 2791.531494
	Iteration 32Q: 3 clusters Score -290633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -290634.031250 Penalty: 2791.531494
	Iteration 33Q: 3 clusters Score -290634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -290634.468750 Penalty: 2791.531494
	Iteration 34Q: 3 clusters Score -290634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -290635.687500 Penalty: 2791.531494
	Iteration 35Q: 3 clusters Score -290635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -290635.437500 Penalty: 2791.531494
	Iteration 36Q: 3 clusters Score -290635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -290636.000000 Penalty: 2791.531494
	Iteration 37Q: 3 clusters Score -290636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -290636.000000 Penalty: 2791.531494
	Iteration 38F: 3 clusters Score -290636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -99980.171875 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -99980.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -97960.156250 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -97960.16 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -98451.531250 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -98451.53 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -98623.156250 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -98623.16 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -98789.210938 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -98789.21 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -99005.734375 Penalty: 2455.329102
	Iteration 4F: 3 clusters Score -99005.73 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -99310.062500 Penalty: 2455.329102
	Iteration 5F: 3 clusters Score -99310.06 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -99619.390625 Penalty: 2455.329102
	Iteration 6F: 3 clusters Score -99619.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -99752.187500 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -99752.19 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -99828.023438 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -99828.02 nChanged 34
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: -99856.578125 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -99856.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -99877.796875 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -99877.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -99902.070312 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -99902.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -99911.343750 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -99911.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -99917.523438 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -99917.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -99924.507812 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -99924.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -99930.648438 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -99930.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -99935.359375 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -99935.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -99938.304688 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -99938.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -99940.976562 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -99940.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -99944.414062 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -99944.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -99946.703125 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -99946.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -99947.992188 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -99947.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -99948.609375 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -99948.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -99948.968750 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -99948.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -99948.968750 Penalty: 2455.329102
	Iteration 24F: 3 clusters Score -99948.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Entering Unmasked Estep 
Score: -6276182.000000 Penalty: 1878.932007
	Iteration 0F: 2 clusters Score -6276182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -6205903.000000 Penalty: 3757.864014
	Iteration 0F: 3 clusters Score -6205903 nChanged 50189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6235433.000000 Penalty: 3757.864014
	Iteration 1F: 3 clusters Score -6235433 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -6237204.000000 Penalty: 3757.864014
	Iteration 2Q: 3 clusters Score -6237204 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -6240631.500000 Penalty: 3757.864014
	Iteration 3F: 3 clusters Score -6240632 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -6246910.500000 Penalty: 3757.864014
	Iteration 4F: 3 clusters Score -6246910 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -6256650.000000 Penalty: 3757.864014
	Iteration 5F: 3 clusters Score -6256650 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -6266323.500000 Penalty: 3757.864014
	Iteration 6F: 3 clusters Score -6266324 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -6271809.000000 Penalty: 3757.864014
	Iteration 7F: 3 clusters Score -6271809 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103832 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6273694.500000 Penalty: 3757.864014
	Iteration 8Q: 3 clusters Score -6273694 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6274207.500000 Penalty: 3757.864014
	Iteration 9Q: 3 clusters Score -6274208 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6274398.000000 Penalty: 3757.864014
	Iteration 10Q: 3 clusters Score -6274398 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104671 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6274472.500000 Penalty: 3757.864014
	Iteration 11Q: 3 clusters Score -6274472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104718 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6274535.500000 Penalty: 3757.864014
	Iteration 12Q: 3 clusters Score -6274536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104730 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6274559.500000 Penalty: 3757.864014
	Iteration 13Q: 3 clusters Score -6274560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104736 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6274566.500000 Penalty: 3757.864014
	Iteration 14Q: 3 clusters Score -6274566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104743 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6274571.000000 Penalty: 3757.864014
	Iteration 15Q: 3 clusters Score -6274571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6274577.000000 Penalty: 3757.864014
	Iteration 16Q: 3 clusters Score -6274577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6274581.000000 Penalty: 3757.864014
	Iteration 17Q: 3 clusters Score -6274581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6274579.000000 Penalty: 3757.864014
	Iteration 18Q: 3 clusters Score -6274579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6274583.000000 Penalty: 3757.864014
	Iteration 19Q: 3 clusters Score -6274583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6274584.000000 Penalty: 3757.864014
	Iteration 20F: 3 clusters Score -6274584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6274581.000000 Penalty: 3757.864014
	Iteration 21Q: 3 clusters Score -6274581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6274581.000000 Penalty: 3757.864014
	Iteration 22F: 3 clusters Score -6274581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Entering Unmasked Estep 
Score: -959880.375000 Penalty: 1583.851074
	Iteration 0F: 2 clusters Score -959880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -948215.250000 Penalty: 3167.702148
	Iteration 0F: 3 clusters Score -948215.2 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -952683.437500 Penalty: 3167.702148
	Iteration 1F: 3 clusters Score -952683.4 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -953473.437500 Penalty: 3167.702148
	Iteration 2F: 3 clusters Score -953473.4 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -954333.375000 Penalty: 3167.702148
	Iteration 3F: 3 clusters Score -954333.4 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -955317.812500 Penalty: 3167.702148
	Iteration 4F: 3 clusters Score -955317.8 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -956385.937500 Penalty: 3167.702148
	Iteration 5F: 3 clusters Score -956385.9 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -957419.187500 Penalty: 3167.702148
	Iteration 6F: 3 clusters Score -957419.2 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -958311.375000 Penalty: 3167.702148
	Iteration 7F: 3 clusters Score -958311.4 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -958912.312500 Penalty: 3167.702148
	Iteration 8Q: 3 clusters Score -958912.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -959330.625000 Penalty: 3167.702148
	Iteration 9Q: 3 clusters Score -959330.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -959587.437500 Penalty: 3167.702148
	Iteration 10Q: 3 clusters Score -959587.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -959753.437500 Penalty: 3167.702148
	Iteration 11Q: 3 clusters Score -959753.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -959867.812500 Penalty: 3167.702148
	Iteration 12Q: 3 clusters Score -959867.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -959952.437500 Penalty: 3167.702148
	Iteration 13Q: 3 clusters Score -959952.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -960023.937500 Penalty: 3167.702148
	Iteration 14Q: 3 clusters Score -960023.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -960073.125000 Penalty: 3167.702148
	Iteration 15Q: 3 clusters Score -960073.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -960111.062500 Penalty: 3167.702148
	Iteration 16Q: 3 clusters Score -960111.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -960144.250000 Penalty: 3167.702148
	Iteration 17Q: 3 clusters Score -960144.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -960174.250000 Penalty: 3167.702148
	Iteration 18Q: 3 clusters Score -960174.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -960199.437500 Penalty: 3167.702148
	Iteration 19Q: 3 clusters Score -960199.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -960227.750000 Penalty: 3167.702148
	Iteration 20F: 3 clusters Score -960227.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -960249.000000 Penalty: 3167.702148
	Iteration 21Q: 3 clusters Score -960249 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -960266.062500 Penalty: 3167.702148
	Iteration 22Q: 3 clusters Score -960266.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -960282.562500 Penalty: 3167.702148
	Iteration 23Q: 3 clusters Score -960282.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -960293.125000 Penalty: 3167.702148
	Iteration 24Q: 3 clusters Score -960293.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -960308.562500 Penalty: 3167.702148
	Iteration 25Q: 3 clusters Score -960308.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -960317.687500 Penalty: 3167.702148
	Iteration 26Q: 3 clusters Score -960317.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -960324.750000 Penalty: 3167.702148
	Iteration 27Q: 3 clusters Score -960324.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -960335.250000 Penalty: 3167.702148
	Iteration 28Q: 3 clusters Score -960335.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -960338.875000 Penalty: 3167.702148
	Iteration 29Q: 3 clusters Score -960338.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -960349.750000 Penalty: 3167.702148
	Iteration 30Q: 3 clusters Score -960349.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -960353.625000 Penalty: 3167.702148
	Iteration 31Q: 3 clusters Score -960353.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -960359.062500 Penalty: 3167.702148
	Iteration 32Q: 3 clusters Score -960359.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -960362.437500 Penalty: 3167.702148
	Iteration 33Q: 3 clusters Score -960362.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -960366.250000 Penalty: 3167.702148
	Iteration 34Q: 3 clusters Score -960366.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -960368.187500 Penalty: 3167.702148
	Iteration 35Q: 3 clusters Score -960368.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -960370.500000 Penalty: 3167.702148
	Iteration 36Q: 3 clusters Score -960370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -960369.000000 Penalty: 3167.702148
	Iteration 37Q: 3 clusters Score -960369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -960371.437500 Penalty: 3167.702148
	Iteration 38Q: 3 clusters Score -960371.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -960370.937500 Penalty: 3167.702148
	Iteration 39Q: 3 clusters Score -960370.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -960373.312500 Penalty: 3167.702148
	Iteration 40F: 3 clusters Score -960373.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -960376.500000 Penalty: 3167.702148
	Iteration 41Q: 3 clusters Score -960376.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -960381.875000 Penalty: 3167.702148
	Iteration 42Q: 3 clusters Score -960381.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -960381.437500 Penalty: 3167.702148
	Iteration 43Q: 3 clusters Score -960381.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -960384.000000 Penalty: 3167.702148
	Iteration 44Q: 3 clusters Score -960384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -960386.125000 Penalty: 3167.702148
	Iteration 45Q: 3 clusters Score -960386.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -960385.500000 Penalty: 3167.702148
	Iteration 46Q: 3 clusters Score -960385.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -960388.062500 Penalty: 3167.702148
	Iteration 47Q: 3 clusters Score -960388.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -960389.437500 Penalty: 3167.702148
	Iteration 48Q: 3 clusters Score -960389.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -960389.125000 Penalty: 3167.702148
	Iteration 49Q: 3 clusters Score -960389.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -960396.125000 Penalty: 3167.702148
	Iteration 50Q: 3 clusters Score -960396.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -960396.062500 Penalty: 3167.702148
	Iteration 51Q: 3 clusters Score -960396.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -960395.812500 Penalty: 3167.702148
	Iteration 52Q: 3 clusters Score -960395.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -960398.062500 Penalty: 3167.702148
	Iteration 53Q: 3 clusters Score -960398.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -960400.500000 Penalty: 3167.702148
	Iteration 54Q: 3 clusters Score -960400.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -960401.187500 Penalty: 3167.702148
	Iteration 55Q: 3 clusters Score -960401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -960404.312500 Penalty: 3167.702148
	Iteration 56Q: 3 clusters Score -960404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -960403.375000 Penalty: 3167.702148
	Iteration 57Q: 3 clusters Score -960403.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -960403.750000 Penalty: 3167.702148
	Iteration 58Q: 3 clusters Score -960403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -960403.187500 Penalty: 3167.702148
	Iteration 59Q: 3 clusters Score -960403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -960404.562500 Penalty: 3167.702148
	Iteration 60F: 3 clusters Score -960404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -960403.562500 Penalty: 3167.702148
	Iteration 61Q: 3 clusters Score -960403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -960404.000000 Penalty: 3167.702148
	Iteration 62Q: 3 clusters Score -960404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -960405.750000 Penalty: 3167.702148
	Iteration 63Q: 3 clusters Score -960405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -960405.750000 Penalty: 3167.702148
	Iteration 64Q: 3 clusters Score -960405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -960404.562500 Penalty: 3167.702148
	Iteration 65Q: 3 clusters Score -960404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -960404.812500 Penalty: 3167.702148
	Iteration 66Q: 3 clusters Score -960404.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -960404.687500 Penalty: 3167.702148
	Iteration 67Q: 3 clusters Score -960404.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -960404.812500 Penalty: 3167.702148
	Iteration 68Q: 3 clusters Score -960404.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -960404.750000 Penalty: 3167.702148
	Iteration 69Q: 3 clusters Score -960404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -960406.375000 Penalty: 3167.702148
	Iteration 70Q: 3 clusters Score -960406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -960405.812500 Penalty: 3167.702148
	Iteration 71Q: 3 clusters Score -960405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -960404.750000 Penalty: 3167.702148
	Iteration 72Q: 3 clusters Score -960404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -960405.812500 Penalty: 3167.702148
	Iteration 73Q: 3 clusters Score -960405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -960406.750000 Penalty: 3167.702148
	Iteration 74Q: 3 clusters Score -960406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -960405.187500 Penalty: 3167.702148
	Iteration 75Q: 3 clusters Score -960405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -960405.500000 Penalty: 3167.702148
	Iteration 76Q: 3 clusters Score -960405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -960405.062500 Penalty: 3167.702148
	Iteration 77Q: 3 clusters Score -960405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -960406.125000 Penalty: 3167.702148
	Iteration 78Q: 3 clusters Score -960406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -960406.125000 Penalty: 3167.702148
	Iteration 79F: 3 clusters Score -960406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 13942 members 
Mstep: Class 6 contains 5407 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18766 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 141603 members 
Mstep: Class 12 contains 44244 members 
Mstep: Class 13 contains 6078 members 
Mstep: Class 14 contains 14938 members 
Mstep: Class 15 contains 89595 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 36424 members 
Mstep: Class 21 contains 4789 members 
Mstep: Class 22 contains 10764 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41316 members 
Mstep: Class 25 contains 18426 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 4028 members 
Mstep: Class 29 contains 8837 members 
Entering Unmasked Estep 
Score: -34144536.000000 Penalty: 62879.636719
Splitting cluster 4 changes total score from -34144412.000000 to -34144536.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 5 (13942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Entering Unmasked Estep 
Score: -735944.937500 Penalty: 1550.682373
	Iteration 0F: 2 clusters Score -735944.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -726251.625000 Penalty: 3101.364746
	Iteration 0F: 3 clusters Score -726251.6 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -729657.375000 Penalty: 3101.364746
	Iteration 1F: 3 clusters Score -729657.4 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -730105.500000 Penalty: 3101.364746
	Iteration 2F: 3 clusters Score -730105.5 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -730599.562500 Penalty: 3101.364746
	Iteration 3F: 3 clusters Score -730599.6 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -731181.687500 Penalty: 3101.364746
	Iteration 4F: 3 clusters Score -731181.7 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -731805.312500 Penalty: 3101.364746
	Iteration 5F: 3 clusters Score -731805.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -732411.125000 Penalty: 3101.364746
	Iteration 6F: 3 clusters Score -732411.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -732958.812500 Penalty: 3101.364746
	Iteration 7F: 3 clusters Score -732958.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -733421.750000 Penalty: 3101.364746
	Iteration 8Q: 3 clusters Score -733421.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -733731.562500 Penalty: 3101.364746
	Iteration 9Q: 3 clusters Score -733731.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -733913.062500 Penalty: 3101.364746
	Iteration 10Q: 3 clusters Score -733913.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -734038.500000 Penalty: 3101.364746
	Iteration 11Q: 3 clusters Score -734038.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -734128.437500 Penalty: 3101.364746
	Iteration 12Q: 3 clusters Score -734128.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -734194.312500 Penalty: 3101.364746
	Iteration 13Q: 3 clusters Score -734194.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -734243.625000 Penalty: 3101.364746
	Iteration 14Q: 3 clusters Score -734243.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -734282.312500 Penalty: 3101.364746
	Iteration 15Q: 3 clusters Score -734282.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -734313.250000 Penalty: 3101.364746
	Iteration 16Q: 3 clusters Score -734313.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -734339.562500 Penalty: 3101.364746
	Iteration 17Q: 3 clusters Score -734339.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -734361.312500 Penalty: 3101.364746
	Iteration 18Q: 3 clusters Score -734361.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -734389.750000 Penalty: 3101.364746
	Iteration 19Q: 3 clusters Score -734389.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -734412.437500 Penalty: 3101.364746
	Iteration 20F: 3 clusters Score -734412.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -734440.000000 Penalty: 3101.364746
	Iteration 21Q: 3 clusters Score -734440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -734463.250000 Penalty: 3101.364746
	Iteration 22Q: 3 clusters Score -734463.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -734500.937500 Penalty: 3101.364746
	Iteration 23Q: 3 clusters Score -734500.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -734547.687500 Penalty: 3101.364746
	Iteration 24Q: 3 clusters Score -734547.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -734591.875000 Penalty: 3101.364746
	Iteration 25Q: 3 clusters Score -734591.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -734641.812500 Penalty: 3101.364746
	Iteration 26Q: 3 clusters Score -734641.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -734694.750000 Penalty: 3101.364746
	Iteration 27Q: 3 clusters Score -734694.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -734743.125000 Penalty: 3101.364746
	Iteration 28Q: 3 clusters Score -734743.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -734781.937500 Penalty: 3101.364746
	Iteration 29Q: 3 clusters Score -734781.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -734833.375000 Penalty: 3101.364746
	Iteration 30Q: 3 clusters Score -734833.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -734889.375000 Penalty: 3101.364746
	Iteration 31Q: 3 clusters Score -734889.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -734942.312500 Penalty: 3101.364746
	Iteration 32Q: 3 clusters Score -734942.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -734988.375000 Penalty: 3101.364746
	Iteration 33Q: 3 clusters Score -734988.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -735033.062500 Penalty: 3101.364746
	Iteration 34Q: 3 clusters Score -735033.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -735056.312500 Penalty: 3101.364746
	Iteration 35Q: 3 clusters Score -735056.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -735072.375000 Penalty: 3101.364746
	Iteration 36Q: 3 clusters Score -735072.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -735085.937500 Penalty: 3101.364746
	Iteration 37Q: 3 clusters Score -735085.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -735096.125000 Penalty: 3101.364746
	Iteration 38Q: 3 clusters Score -735096.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -735102.500000 Penalty: 3101.364746
	Iteration 39Q: 3 clusters Score -735102.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -735111.812500 Penalty: 3101.364746
	Iteration 40F: 3 clusters Score -735111.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -735121.125000 Penalty: 3101.364746
	Iteration 41Q: 3 clusters Score -735121.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -735126.000000 Penalty: 3101.364746
	Iteration 42Q: 3 clusters Score -735126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -735128.187500 Penalty: 3101.364746
	Iteration 43Q: 3 clusters Score -735128.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -735133.250000 Penalty: 3101.364746
	Iteration 44Q: 3 clusters Score -735133.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -735133.000000 Penalty: 3101.364746
	Iteration 45Q: 3 clusters Score -735133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -735136.562500 Penalty: 3101.364746
	Iteration 46Q: 3 clusters Score -735136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -735139.750000 Penalty: 3101.364746
	Iteration 47Q: 3 clusters Score -735139.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -735141.687500 Penalty: 3101.364746
	Iteration 48Q: 3 clusters Score -735141.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -735143.000000 Penalty: 3101.364746
	Iteration 49Q: 3 clusters Score -735143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -735145.062500 Penalty: 3101.364746
	Iteration 50Q: 3 clusters Score -735145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -735145.500000 Penalty: 3101.364746
	Iteration 51Q: 3 clusters Score -735145.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -735143.937500 Penalty: 3101.364746
	Iteration 52Q: 3 clusters Score -735143.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -735147.000000 Penalty: 3101.364746
	Iteration 53Q: 3 clusters Score -735147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -735147.062500 Penalty: 3101.364746
	Iteration 54Q: 3 clusters Score -735147.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -735150.062500 Penalty: 3101.364746
	Iteration 55Q: 3 clusters Score -735150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -735150.125000 Penalty: 3101.364746
	Iteration 56Q: 3 clusters Score -735150.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -735155.750000 Penalty: 3101.364746
	Iteration 57Q: 3 clusters Score -735155.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -735154.812500 Penalty: 3101.364746
	Iteration 58Q: 3 clusters Score -735154.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -735158.687500 Penalty: 3101.364746
	Iteration 59Q: 3 clusters Score -735158.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -735159.062500 Penalty: 3101.364746
	Iteration 60F: 3 clusters Score -735159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -735158.250000 Penalty: 3101.364746
	Iteration 61Q: 3 clusters Score -735158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -735156.687500 Penalty: 3101.364746
	Iteration 62Q: 3 clusters Score -735156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -735159.000000 Penalty: 3101.364746
	Iteration 63Q: 3 clusters Score -735159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -735160.625000 Penalty: 3101.364746
	Iteration 64Q: 3 clusters Score -735160.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -735163.000000 Penalty: 3101.364746
	Iteration 65Q: 3 clusters Score -735163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -735162.750000 Penalty: 3101.364746
	Iteration 66Q: 3 clusters Score -735162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -735163.375000 Penalty: 3101.364746
	Iteration 67Q: 3 clusters Score -735163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -735162.937500 Penalty: 3101.364746
	Iteration 68Q: 3 clusters Score -735162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -735162.937500 Penalty: 3101.364746
	Iteration 69Q: 3 clusters Score -735162.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -735164.000000 Penalty: 3101.364746
	Iteration 70Q: 3 clusters Score -735164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -735164.250000 Penalty: 3101.364746
	Iteration 71Q: 3 clusters Score -735164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -735166.500000 Penalty: 3101.364746
	Iteration 72Q: 3 clusters Score -735166.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -735167.875000 Penalty: 3101.364746
	Iteration 73Q: 3 clusters Score -735167.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -735165.875000 Penalty: 3101.364746
	Iteration 74Q: 3 clusters Score -735165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -735166.187500 Penalty: 3101.364746
	Iteration 75Q: 3 clusters Score -735166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -735165.562500 Penalty: 3101.364746
	Iteration 76Q: 3 clusters Score -735165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -735164.875000 Penalty: 3101.364746
	Iteration 77Q: 3 clusters Score -735164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -735164.687500 Penalty: 3101.364746
	Iteration 78Q: 3 clusters Score -735164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -735166.562500 Penalty: 3101.364746
	Iteration 79Q: 3 clusters Score -735166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -735164.625000 Penalty: 3101.364746
	Iteration 80F: 3 clusters Score -735164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -735165.687500 Penalty: 3101.364746
	Iteration 81Q: 3 clusters Score -735165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -735168.187500 Penalty: 3101.364746
	Iteration 82Q: 3 clusters Score -735168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -735169.250000 Penalty: 3101.364746
	Iteration 83Q: 3 clusters Score -735169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -735170.062500 Penalty: 3101.364746
	Iteration 84Q: 3 clusters Score -735170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -735170.250000 Penalty: 3101.364746
	Iteration 85Q: 3 clusters Score -735170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -735171.312500 Penalty: 3101.364746
	Iteration 86Q: 3 clusters Score -735171.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -735171.125000 Penalty: 3101.364746
	Iteration 87Q: 3 clusters Score -735171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -735171.875000 Penalty: 3101.364746
	Iteration 88Q: 3 clusters Score -735171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -735172.062500 Penalty: 3101.364746
	Iteration 89Q: 3 clusters Score -735172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -735172.562500 Penalty: 3101.364746
	Iteration 90Q: 3 clusters Score -735172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -735173.375000 Penalty: 3101.364746
	Iteration 91Q: 3 clusters Score -735173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -735173.750000 Penalty: 3101.364746
	Iteration 92Q: 3 clusters Score -735173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -735173.750000 Penalty: 3101.364746
	Iteration 93F: 3 clusters Score -735173.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Entering Unmasked Estep 
Score: -248196.296875 Penalty: 1396.760498
	Iteration 0F: 2 clusters Score -248196.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -243988.437500 Penalty: 2793.520996
	Iteration 0F: 3 clusters Score -243988.4 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -245613.843750 Penalty: 2793.520996
	Iteration 1F: 3 clusters Score -245613.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -246249.703125 Penalty: 2793.520996
	Iteration 2F: 3 clusters Score -246249.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -246744.656250 Penalty: 2793.520996
	Iteration 3F: 3 clusters Score -246744.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -247066.171875 Penalty: 2793.520996
	Iteration 4F: 3 clusters Score -247066.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -247289.156250 Penalty: 2793.520996
	Iteration 5F: 3 clusters Score -247289.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -247483.421875 Penalty: 2793.520996
	Iteration 6Q: 3 clusters Score -247483.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -247647.953125 Penalty: 2793.520996
	Iteration 7Q: 3 clusters Score -247648 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -247823.218750 Penalty: 2793.520996
	Iteration 8Q: 3 clusters Score -247823.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -248014.093750 Penalty: 2793.520996
	Iteration 9Q: 3 clusters Score -248014.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -248155.296875 Penalty: 2793.520996
	Iteration 10Q: 3 clusters Score -248155.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -248262.687500 Penalty: 2793.520996
	Iteration 11Q: 3 clusters Score -248262.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -248331.765625 Penalty: 2793.520996
	Iteration 12Q: 3 clusters Score -248331.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -248411.890625 Penalty: 2793.520996
	Iteration 13Q: 3 clusters Score -248411.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -248481.781250 Penalty: 2793.520996
	Iteration 14Q: 3 clusters Score -248481.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -248529.171875 Penalty: 2793.520996
	Iteration 15Q: 3 clusters Score -248529.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -248565.421875 Penalty: 2793.520996
	Iteration 16Q: 3 clusters Score -248565.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -248594.687500 Penalty: 2793.520996
	Iteration 17Q: 3 clusters Score -248594.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -248625.843750 Penalty: 2793.520996
	Iteration 18Q: 3 clusters Score -248625.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -248648.843750 Penalty: 2793.520996
	Iteration 19Q: 3 clusters Score -248648.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -248666.578125 Penalty: 2793.520996
	Iteration 20F: 3 clusters Score -248666.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -248679.593750 Penalty: 2793.520996
	Iteration 21Q: 3 clusters Score -248679.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -248685.312500 Penalty: 2793.520996
	Iteration 22Q: 3 clusters Score -248685.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -248688.687500 Penalty: 2793.520996
	Iteration 23Q: 3 clusters Score -248688.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -248691.515625 Penalty: 2793.520996
	Iteration 24Q: 3 clusters Score -248691.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -248694.828125 Penalty: 2793.520996
	Iteration 25Q: 3 clusters Score -248694.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -248696.578125 Penalty: 2793.520996
	Iteration 26Q: 3 clusters Score -248696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -248699.453125 Penalty: 2793.520996
	Iteration 27Q: 3 clusters Score -248699.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -248700.953125 Penalty: 2793.520996
	Iteration 28Q: 3 clusters Score -248701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -248701.468750 Penalty: 2793.520996
	Iteration 29Q: 3 clusters Score -248701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -248702.093750 Penalty: 2793.520996
	Iteration 30Q: 3 clusters Score -248702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -248702.265625 Penalty: 2793.520996
	Iteration 31Q: 3 clusters Score -248702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -248703.109375 Penalty: 2793.520996
	Iteration 32Q: 3 clusters Score -248703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -248703.500000 Penalty: 2793.520996
	Iteration 33Q: 3 clusters Score -248703.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -248703.703125 Penalty: 2793.520996
	Iteration 34Q: 3 clusters Score -248703.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -248703.406250 Penalty: 2793.520996
	Iteration 35Q: 3 clusters Score -248703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -248703.843750 Penalty: 2793.520996
	Iteration 36Q: 3 clusters Score -248703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -248704.046875 Penalty: 2793.520996
	Iteration 37Q: 3 clusters Score -248704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -248704.515625 Penalty: 2793.520996
	Iteration 38Q: 3 clusters Score -248704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -248705.484375 Penalty: 2793.520996
	Iteration 39Q: 3 clusters Score -248705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -248705.125000 Penalty: 2793.520996
	Iteration 40F: 3 clusters Score -248705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -248705.406250 Penalty: 2793.520996
	Iteration 41Q: 3 clusters Score -248705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -248705.984375 Penalty: 2793.520996
	Iteration 42Q: 3 clusters Score -248706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -248706.140625 Penalty: 2793.520996
	Iteration 43Q: 3 clusters Score -248706.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -248706.140625 Penalty: 2793.520996
	Iteration 44F: 3 clusters Score -248706.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 13942 members 
Mstep: Class 6 contains 3293 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18766 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 141603 members 
Mstep: Class 12 contains 44244 members 
Mstep: Class 13 contains 6078 members 
Mstep: Class 14 contains 14938 members 
Mstep: Class 15 contains 89595 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 36424 members 
Mstep: Class 21 contains 4789 members 
Mstep: Class 22 contains 10764 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41316 members 
Mstep: Class 25 contains 18426 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 4028 members 
Mstep: Class 29 contains 8837 members 
Mstep: Class 30 contains 2114 members 
Entering Unmasked Estep 
Score: -34144196.000000 Penalty: 65047.898438
Splitting cluster 6 changes total score from -34144412.000000 to -34144196.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -85066.710938 Penalty: 1197.355225
	Iteration 0F: 2 clusters Score -85066.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -83253.539062 Penalty: 2394.710449
	Iteration 0F: 3 clusters Score -83253.54 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -83674.835938 Penalty: 2394.710449
	Iteration 1F: 3 clusters Score -83674.84 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -83804.718750 Penalty: 2394.710449
	Iteration 2F: 3 clusters Score -83804.72 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -83880.687500 Penalty: 2394.710449
	Iteration 3F: 3 clusters Score -83880.69 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -83918.304688 Penalty: 2394.710449
	Iteration 4Q: 3 clusters Score -83918.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -83935.773438 Penalty: 2394.710449
	Iteration 5Q: 3 clusters Score -83935.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83950.929688 Penalty: 2394.710449
	Iteration 6Q: 3 clusters Score -83950.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83963.820312 Penalty: 2394.710449
	Iteration 7Q: 3 clusters Score -83963.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83977.632812 Penalty: 2394.710449
	Iteration 8Q: 3 clusters Score -83977.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83995.875000 Penalty: 2394.710449
	Iteration 9Q: 3 clusters Score -83995.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84016.750000 Penalty: 2394.710449
	Iteration 10Q: 3 clusters Score -84016.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84030.632812 Penalty: 2394.710449
	Iteration 11Q: 3 clusters Score -84030.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -84039.078125 Penalty: 2394.710449
	Iteration 12Q: 3 clusters Score -84039.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -84044.617188 Penalty: 2394.710449
	Iteration 13Q: 3 clusters Score -84044.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84053.320312 Penalty: 2394.710449
	Iteration 14Q: 3 clusters Score -84053.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84064.468750 Penalty: 2394.710449
	Iteration 15Q: 3 clusters Score -84064.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84076.968750 Penalty: 2394.710449
	Iteration 16Q: 3 clusters Score -84076.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84090.953125 Penalty: 2394.710449
	Iteration 17Q: 3 clusters Score -84090.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84105.960938 Penalty: 2394.710449
	Iteration 18Q: 3 clusters Score -84105.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84114.648438 Penalty: 2394.710449
	Iteration 19Q: 3 clusters Score -84114.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84118.203125 Penalty: 2394.710449
	Iteration 20F: 3 clusters Score -84118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84122.515625 Penalty: 2394.710449
	Iteration 21Q: 3 clusters Score -84122.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84123.632812 Penalty: 2394.710449
	Iteration 22Q: 3 clusters Score -84123.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84124.484375 Penalty: 2394.710449
	Iteration 23Q: 3 clusters Score -84124.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84124.484375 Penalty: 2394.710449
	Iteration 24F: 3 clusters Score -84124.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Entering Unmasked Estep 
Score: -1079785.250000 Penalty: 1598.967773
	Iteration 0F: 2 clusters Score -1079785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1066914.125000 Penalty: 3197.935547
	Iteration 0F: 3 clusters Score -1066914 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1071885.000000 Penalty: 3197.935547
	Iteration 1F: 3 clusters Score -1071885 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1072704.000000 Penalty: 3197.935547
	Iteration 2F: 3 clusters Score -1072704 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1073604.750000 Penalty: 3197.935547
	Iteration 3F: 3 clusters Score -1073605 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1074368.625000 Penalty: 3197.935547
	Iteration 4F: 3 clusters Score -1074369 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1074984.000000 Penalty: 3197.935547
	Iteration 5F: 3 clusters Score -1074984 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1075450.125000 Penalty: 3197.935547
	Iteration 6Q: 3 clusters Score -1075450 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1075802.125000 Penalty: 3197.935547
	Iteration 7Q: 3 clusters Score -1075802 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1076107.125000 Penalty: 3197.935547
	Iteration 8Q: 3 clusters Score -1076107 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1076454.750000 Penalty: 3197.935547
	Iteration 9Q: 3 clusters Score -1076455 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1076806.375000 Penalty: 3197.935547
	Iteration 10Q: 3 clusters Score -1076806 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1077092.000000 Penalty: 3197.935547
	Iteration 11Q: 3 clusters Score -1077092 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1077274.125000 Penalty: 3197.935547
	Iteration 12Q: 3 clusters Score -1077274 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1077413.375000 Penalty: 3197.935547
	Iteration 13Q: 3 clusters Score -1077413 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1077509.000000 Penalty: 3197.935547
	Iteration 14Q: 3 clusters Score -1077509 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1077608.875000 Penalty: 3197.935547
	Iteration 15Q: 3 clusters Score -1077609 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1077713.125000 Penalty: 3197.935547
	Iteration 16Q: 3 clusters Score -1077713 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1077865.750000 Penalty: 3197.935547
	Iteration 17Q: 3 clusters Score -1077866 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1078066.000000 Penalty: 3197.935547
	Iteration 18Q: 3 clusters Score -1078066 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1078261.125000 Penalty: 3197.935547
	Iteration 19Q: 3 clusters Score -1078261 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1078396.125000 Penalty: 3197.935547
	Iteration 20F: 3 clusters Score -1078396 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1078502.500000 Penalty: 3197.935547
	Iteration 21Q: 3 clusters Score -1078502 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1078582.750000 Penalty: 3197.935547
	Iteration 22Q: 3 clusters Score -1078583 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1078652.375000 Penalty: 3197.935547
	Iteration 23Q: 3 clusters Score -1078652 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1078696.000000 Penalty: 3197.935547
	Iteration 24Q: 3 clusters Score -1078696 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1078724.750000 Penalty: 3197.935547
	Iteration 25Q: 3 clusters Score -1078725 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1078742.750000 Penalty: 3197.935547
	Iteration 26Q: 3 clusters Score -1078743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1078756.750000 Penalty: 3197.935547
	Iteration 27Q: 3 clusters Score -1078757 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1078767.625000 Penalty: 3197.935547
	Iteration 28Q: 3 clusters Score -1078768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1078771.125000 Penalty: 3197.935547
	Iteration 29Q: 3 clusters Score -1078771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1078775.375000 Penalty: 3197.935547
	Iteration 30Q: 3 clusters Score -1078775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1078779.125000 Penalty: 3197.935547
	Iteration 31Q: 3 clusters Score -1078779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1078778.875000 Penalty: 3197.935547
	Iteration 32Q: 3 clusters Score -1078779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1078782.375000 Penalty: 3197.935547
	Iteration 33Q: 3 clusters Score -1078782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1078781.625000 Penalty: 3197.935547
	Iteration 34Q: 3 clusters Score -1078782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1078782.625000 Penalty: 3197.935547
	Iteration 35Q: 3 clusters Score -1078783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1078782.500000 Penalty: 3197.935547
	Iteration 36Q: 3 clusters Score -1078782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1078784.250000 Penalty: 3197.935547
	Iteration 37Q: 3 clusters Score -1078784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1078784.625000 Penalty: 3197.935547
	Iteration 38Q: 3 clusters Score -1078785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1078786.625000 Penalty: 3197.935547
	Iteration 39Q: 3 clusters Score -1078787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1078788.625000 Penalty: 3197.935547
	Iteration 40F: 3 clusters Score -1078789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1078787.125000 Penalty: 3197.935547
	Iteration 41Q: 3 clusters Score -1078787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1078788.625000 Penalty: 3197.935547
	Iteration 42Q: 3 clusters Score -1078789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1078789.000000 Penalty: 3197.935547
	Iteration 43Q: 3 clusters Score -1078789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1078789.875000 Penalty: 3197.935547
	Iteration 44Q: 3 clusters Score -1078790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1078790.500000 Penalty: 3197.935547
	Iteration 45Q: 3 clusters Score -1078790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1078790.125000 Penalty: 3197.935547
	Iteration 46Q: 3 clusters Score -1078790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1078789.625000 Penalty: 3197.935547
	Iteration 47Q: 3 clusters Score -1078790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1078790.500000 Penalty: 3197.935547
	Iteration 48Q: 3 clusters Score -1078790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1078790.500000 Penalty: 3197.935547
	Iteration 49Q: 3 clusters Score -1078790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1078792.000000 Penalty: 3197.935547
	Iteration 50Q: 3 clusters Score -1078792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1078792.625000 Penalty: 3197.935547
	Iteration 51Q: 3 clusters Score -1078793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1078794.500000 Penalty: 3197.935547
	Iteration 52Q: 3 clusters Score -1078794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1078794.750000 Penalty: 3197.935547
	Iteration 53Q: 3 clusters Score -1078795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1078795.500000 Penalty: 3197.935547
	Iteration 54Q: 3 clusters Score -1078796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1078795.875000 Penalty: 3197.935547
	Iteration 55Q: 3 clusters Score -1078796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1078794.875000 Penalty: 3197.935547
	Iteration 56Q: 3 clusters Score -1078795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1078793.625000 Penalty: 3197.935547
	Iteration 57Q: 3 clusters Score -1078794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1078793.625000 Penalty: 3197.935547
	Iteration 58F: 3 clusters Score -1078794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -87157.343750 Penalty: 1211.485962
	Iteration 0F: 2 clusters Score -87157.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -85244.664062 Penalty: 2422.971924
	Iteration 0F: 3 clusters Score -85244.66 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -85709.671875 Penalty: 2422.971924
	Iteration 1F: 3 clusters Score -85709.67 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -85856.265625 Penalty: 2422.971924
	Iteration 2F: 3 clusters Score -85856.27 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -85960.046875 Penalty: 2422.971924
	Iteration 3F: 3 clusters Score -85960.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -86033.664062 Penalty: 2422.971924
	Iteration 4Q: 3 clusters Score -86033.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -86100.859375 Penalty: 2422.971924
	Iteration 5Q: 3 clusters Score -86100.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -86149.382812 Penalty: 2422.971924
	Iteration 6Q: 3 clusters Score -86149.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -86209.570312 Penalty: 2422.971924
	Iteration 7Q: 3 clusters Score -86209.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -86261.062500 Penalty: 2422.971924
	Iteration 8Q: 3 clusters Score -86261.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -86297.953125 Penalty: 2422.971924
	Iteration 9Q: 3 clusters Score -86297.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -86361.703125 Penalty: 2422.971924
	Iteration 10Q: 3 clusters Score -86361.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -86419.476562 Penalty: 2422.971924
	Iteration 11Q: 3 clusters Score -86419.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -86452.367188 Penalty: 2422.971924
	Iteration 12Q: 3 clusters Score -86452.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -86473.398438 Penalty: 2422.971924
	Iteration 13Q: 3 clusters Score -86473.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -86497.945312 Penalty: 2422.971924
	Iteration 14Q: 3 clusters Score -86497.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -86511.531250 Penalty: 2422.971924
	Iteration 15Q: 3 clusters Score -86511.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -86525.609375 Penalty: 2422.971924
	Iteration 16Q: 3 clusters Score -86525.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -86547.546875 Penalty: 2422.971924
	Iteration 17Q: 3 clusters Score -86547.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -86564.078125 Penalty: 2422.971924
	Iteration 18Q: 3 clusters Score -86564.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -86577.898438 Penalty: 2422.971924
	Iteration 19Q: 3 clusters Score -86577.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -86586.695312 Penalty: 2422.971924
	Iteration 20F: 3 clusters Score -86586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -86591.539062 Penalty: 2422.971924
	Iteration 21Q: 3 clusters Score -86591.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -86593.367188 Penalty: 2422.971924
	Iteration 22Q: 3 clusters Score -86593.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -86594.085938 Penalty: 2422.971924
	Iteration 23Q: 3 clusters Score -86594.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -86595.476562 Penalty: 2422.971924
	Iteration 24Q: 3 clusters Score -86595.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -86596.851562 Penalty: 2422.971924
	Iteration 25Q: 3 clusters Score -86596.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -86599.023438 Penalty: 2422.971924
	Iteration 26Q: 3 clusters Score -86599.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -86603.812500 Penalty: 2422.971924
	Iteration 27Q: 3 clusters Score -86603.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -86607.164062 Penalty: 2422.971924
	Iteration 28Q: 3 clusters Score -86607.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -86608.437500 Penalty: 2422.971924
	Iteration 29Q: 3 clusters Score -86608.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -86609.437500 Penalty: 2422.971924
	Iteration 30Q: 3 clusters Score -86609.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -86609.851562 Penalty: 2422.971924
	Iteration 31Q: 3 clusters Score -86609.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -86610.312500 Penalty: 2422.971924
	Iteration 32Q: 3 clusters Score -86610.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -86610.882812 Penalty: 2422.971924
	Iteration 33Q: 3 clusters Score -86610.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -86610.882812 Penalty: 2422.971924
	Iteration 34F: 3 clusters Score -86610.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Entering Unmasked Estep 
Score: -171098.921875 Penalty: 1306.415527
	Iteration 0F: 2 clusters Score -171098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -168377.406250 Penalty: 2612.831055
	Iteration 0F: 3 clusters Score -168377.4 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -169316.812500 Penalty: 2612.831055
	Iteration 1F: 3 clusters Score -169316.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -169677.796875 Penalty: 2612.831055
	Iteration 2F: 3 clusters Score -169677.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -170009.109375 Penalty: 2612.831055
	Iteration 3F: 3 clusters Score -170009.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -170253.140625 Penalty: 2612.831055
	Iteration 4F: 3 clusters Score -170253.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -170405.968750 Penalty: 2612.831055
	Iteration 5F: 3 clusters Score -170406 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -170489.031250 Penalty: 2612.831055
	Iteration 6Q: 3 clusters Score -170489 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -170532.468750 Penalty: 2612.831055
	Iteration 7Q: 3 clusters Score -170532.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -170548.546875 Penalty: 2612.831055
	Iteration 8Q: 3 clusters Score -170548.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -170558.437500 Penalty: 2612.831055
	Iteration 9Q: 3 clusters Score -170558.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -170564.453125 Penalty: 2612.831055
	Iteration 10Q: 3 clusters Score -170564.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -170568.109375 Penalty: 2612.831055
	Iteration 11Q: 3 clusters Score -170568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -170571.125000 Penalty: 2612.831055
	Iteration 12Q: 3 clusters Score -170571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -170571.593750 Penalty: 2612.831055
	Iteration 13Q: 3 clusters Score -170571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -170572.515625 Penalty: 2612.831055
	Iteration 14Q: 3 clusters Score -170572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -170573.656250 Penalty: 2612.831055
	Iteration 15Q: 3 clusters Score -170573.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -170574.781250 Penalty: 2612.831055
	Iteration 16Q: 3 clusters Score -170574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -170575.765625 Penalty: 2612.831055
	Iteration 17Q: 3 clusters Score -170575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -170576.640625 Penalty: 2612.831055
	Iteration 18Q: 3 clusters Score -170576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -170577.593750 Penalty: 2612.831055
	Iteration 19Q: 3 clusters Score -170577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -170579.000000 Penalty: 2612.831055
	Iteration 20F: 3 clusters Score -170579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -170579.406250 Penalty: 2612.831055
	Iteration 21Q: 3 clusters Score -170579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -170579.937500 Penalty: 2612.831055
	Iteration 22Q: 3 clusters Score -170579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -170579.937500 Penalty: 2612.831055
	Iteration 23F: 3 clusters Score -170579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (141603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141603 members 
Entering Unmasked Estep 
Score: -8318153.500000 Penalty: 1927.377197
	Iteration 0F: 2 clusters Score -8318154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -8223323.500000 Penalty: 3854.754395
	Iteration 0F: 3 clusters Score -8223324 nChanged 68283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -8263420.500000 Penalty: 3854.754395
	Iteration 1F: 3 clusters Score -8263420 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -8264614.500000 Penalty: 3854.754395
	Iteration 2Q: 3 clusters Score -8264614 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -8266405.000000 Penalty: 3854.754395
	Iteration 3Q: 3 clusters Score -8266405 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -8269225.000000 Penalty: 3854.754395
	Iteration 4Q: 3 clusters Score -8269225 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 85345 members 
Entering Unmasked Estep 
Score: -8273213.000000 Penalty: 3854.754395
	Iteration 5F: 3 clusters Score -8273213 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 91492 members 
Entering Unmasked Estep 
Score: -8278218.500000 Penalty: 3854.754395
	Iteration 6F: 3 clusters Score -8278218 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 98420 members 
Entering Unmasked Estep 
Score: -8283610.500000 Penalty: 3854.754395
	Iteration 7F: 3 clusters Score -8283610 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 105718 members 
Entering Unmasked Estep 
Score: -8289033.500000 Penalty: 3854.754395
	Iteration 8F: 3 clusters Score -8289034 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 112849 members 
Entering Unmasked Estep 
Score: -8293982.000000 Penalty: 3854.754395
	Iteration 9F: 3 clusters Score -8293982 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 119687 members 
Entering Unmasked Estep 
Score: -8298806.500000 Penalty: 3854.754395
	Iteration 10Q: 3 clusters Score -8298806 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 126298 members 
Entering Unmasked Estep 
Score: -8303886.500000 Penalty: 3854.754395
	Iteration 11Q: 3 clusters Score -8303886 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 132021 members 
Entering Unmasked Estep 
Score: -8308599.500000 Penalty: 3854.754395
	Iteration 12Q: 3 clusters Score -8308600 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 136451 members 
Entering Unmasked Estep 
Score: -8312373.000000 Penalty: 3854.754395
	Iteration 13Q: 3 clusters Score -8312373 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 139057 members 
Entering Unmasked Estep 
Score: -8314551.000000 Penalty: 3854.754395
	Iteration 14Q: 3 clusters Score -8314551 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 140384 members 
Entering Unmasked Estep 
Score: -8315619.500000 Penalty: 3854.754395
	Iteration 15Q: 3 clusters Score -8315620 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -8316109.000000 Penalty: 3854.754395
	Iteration 16Q: 3 clusters Score -8316109 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 141148 members 
Entering Unmasked Estep 
Score: -8316284.500000 Penalty: 3854.754395
	Iteration 17Q: 3 clusters Score -8316284 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 141248 members 
Entering Unmasked Estep 
Score: -8316408.000000 Penalty: 3854.754395
	Iteration 18Q: 3 clusters Score -8316408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 141295 members 
Entering Unmasked Estep 
Score: -8316442.000000 Penalty: 3854.754395
	Iteration 19Q: 3 clusters Score -8316442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 141315 members 
Entering Unmasked Estep 
Score: -8316472.500000 Penalty: 3854.754395
	Iteration 20F: 3 clusters Score -8316472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141327 members 
Entering Unmasked Estep 
Score: -8316484.000000 Penalty: 3854.754395
	Iteration 21Q: 3 clusters Score -8316484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141327 members 
Entering Unmasked Estep 
Score: -8316489.500000 Penalty: 3854.754395
	Iteration 22Q: 3 clusters Score -8316490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141327 members 
Entering Unmasked Estep 
Score: -8316496.000000 Penalty: 3854.754395
	Iteration 23Q: 3 clusters Score -8316496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141327 members 
Entering Unmasked Estep 
Score: -8316498.000000 Penalty: 3854.754395
	Iteration 24Q: 3 clusters Score -8316498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141327 members 
Entering Unmasked Estep 
Score: -8316505.500000 Penalty: 3854.754395
	Iteration 25Q: 3 clusters Score -8316506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 141333 members 
Entering Unmasked Estep 
Score: -8316518.500000 Penalty: 3854.754395
	Iteration 26Q: 3 clusters Score -8316518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 141334 members 
Entering Unmasked Estep 
Score: -8316521.500000 Penalty: 3854.754395
	Iteration 27Q: 3 clusters Score -8316522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -8316519.500000 Penalty: 3854.754395
	Iteration 28Q: 3 clusters Score -8316520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -8316519.000000 Penalty: 3854.754395
	Iteration 29Q: 3 clusters Score -8316519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 141336 members 
Entering Unmasked Estep 
Score: -8316527.500000 Penalty: 3854.754395
	Iteration 30Q: 3 clusters Score -8316528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 141336 members 
Entering Unmasked Estep 
Score: -8316527.500000 Penalty: 3854.754395
	Iteration 31F: 3 clusters Score -8316528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Entering Unmasked Estep 
Score: -2306918.500000 Penalty: 1738.339722
	Iteration 0F: 2 clusters Score -2306918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2277343.000000 Penalty: 3476.679443
	Iteration 0F: 3 clusters Score -2277343 nChanged 20629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2289131.000000 Penalty: 3476.679443
	Iteration 1F: 3 clusters Score -2289131 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2289740.000000 Penalty: 3476.679443
	Iteration 2Q: 3 clusters Score -2289740 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2290385.750000 Penalty: 3476.679443
	Iteration 3Q: 3 clusters Score -2290386 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2291268.250000 Penalty: 3476.679443
	Iteration 4Q: 3 clusters Score -2291268 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2292402.000000 Penalty: 3476.679443
	Iteration 5F: 3 clusters Score -2292402 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2293783.750000 Penalty: 3476.679443
	Iteration 6F: 3 clusters Score -2293784 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2295262.500000 Penalty: 3476.679443
	Iteration 7F: 3 clusters Score -2295262 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2296652.250000 Penalty: 3476.679443
	Iteration 8F: 3 clusters Score -2296652 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2297854.750000 Penalty: 3476.679443
	Iteration 9Q: 3 clusters Score -2297855 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2298867.750000 Penalty: 3476.679443
	Iteration 10Q: 3 clusters Score -2298868 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2299592.000000 Penalty: 3476.679443
	Iteration 11Q: 3 clusters Score -2299592 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2300073.250000 Penalty: 3476.679443
	Iteration 12Q: 3 clusters Score -2300073 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2300376.000000 Penalty: 3476.679443
	Iteration 13Q: 3 clusters Score -2300376 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2300590.250000 Penalty: 3476.679443
	Iteration 14Q: 3 clusters Score -2300590 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2300820.000000 Penalty: 3476.679443
	Iteration 15Q: 3 clusters Score -2300820 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2301023.250000 Penalty: 3476.679443
	Iteration 16Q: 3 clusters Score -2301023 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2301263.750000 Penalty: 3476.679443
	Iteration 17Q: 3 clusters Score -2301264 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2301479.250000 Penalty: 3476.679443
	Iteration 18Q: 3 clusters Score -2301479 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2301670.500000 Penalty: 3476.679443
	Iteration 19Q: 3 clusters Score -2301670 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2301870.000000 Penalty: 3476.679443
	Iteration 20F: 3 clusters Score -2301870 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2302068.000000 Penalty: 3476.679443
	Iteration 21Q: 3 clusters Score -2302068 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2302263.000000 Penalty: 3476.679443
	Iteration 22Q: 3 clusters Score -2302263 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2302476.250000 Penalty: 3476.679443
	Iteration 23Q: 3 clusters Score -2302476 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2302713.500000 Penalty: 3476.679443
	Iteration 24Q: 3 clusters Score -2302714 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2302926.750000 Penalty: 3476.679443
	Iteration 25Q: 3 clusters Score -2302927 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2303170.250000 Penalty: 3476.679443
	Iteration 26Q: 3 clusters Score -2303170 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2303387.750000 Penalty: 3476.679443
	Iteration 27Q: 3 clusters Score -2303388 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2303627.000000 Penalty: 3476.679443
	Iteration 28Q: 3 clusters Score -2303627 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2303862.250000 Penalty: 3476.679443
	Iteration 29Q: 3 clusters Score -2303862 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2304063.500000 Penalty: 3476.679443
	Iteration 30Q: 3 clusters Score -2304064 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2304245.250000 Penalty: 3476.679443
	Iteration 31Q: 3 clusters Score -2304245 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2304441.500000 Penalty: 3476.679443
	Iteration 32Q: 3 clusters Score -2304442 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2304610.250000 Penalty: 3476.679443
	Iteration 33Q: 3 clusters Score -2304610 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2304754.750000 Penalty: 3476.679443
	Iteration 34Q: 3 clusters Score -2304755 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2304896.500000 Penalty: 3476.679443
	Iteration 35Q: 3 clusters Score -2304896 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2305026.500000 Penalty: 3476.679443
	Iteration 36Q: 3 clusters Score -2305026 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2305120.750000 Penalty: 3476.679443
	Iteration 37Q: 3 clusters Score -2305121 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2305200.000000 Penalty: 3476.679443
	Iteration 38Q: 3 clusters Score -2305200 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2305254.500000 Penalty: 3476.679443
	Iteration 39Q: 3 clusters Score -2305254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2305305.500000 Penalty: 3476.679443
	Iteration 40F: 3 clusters Score -2305306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2305349.750000 Penalty: 3476.679443
	Iteration 41Q: 3 clusters Score -2305350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2305377.250000 Penalty: 3476.679443
	Iteration 42Q: 3 clusters Score -2305377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2305400.750000 Penalty: 3476.679443
	Iteration 43Q: 3 clusters Score -2305401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2305423.000000 Penalty: 3476.679443
	Iteration 44Q: 3 clusters Score -2305423 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2305437.500000 Penalty: 3476.679443
	Iteration 45Q: 3 clusters Score -2305438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2305449.250000 Penalty: 3476.679443
	Iteration 46Q: 3 clusters Score -2305449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2305457.250000 Penalty: 3476.679443
	Iteration 47Q: 3 clusters Score -2305457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2305463.500000 Penalty: 3476.679443
	Iteration 48Q: 3 clusters Score -2305464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2305473.750000 Penalty: 3476.679443
	Iteration 49Q: 3 clusters Score -2305474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2305479.500000 Penalty: 3476.679443
	Iteration 50Q: 3 clusters Score -2305480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2305488.000000 Penalty: 3476.679443
	Iteration 51Q: 3 clusters Score -2305488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2305494.500000 Penalty: 3476.679443
	Iteration 52Q: 3 clusters Score -2305494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2305495.250000 Penalty: 3476.679443
	Iteration 53Q: 3 clusters Score -2305495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2305499.000000 Penalty: 3476.679443
	Iteration 54Q: 3 clusters Score -2305499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2305499.000000 Penalty: 3476.679443
	Iteration 55Q: 3 clusters Score -2305499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2305498.500000 Penalty: 3476.679443
	Iteration 56Q: 3 clusters Score -2305498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2305499.750000 Penalty: 3476.679443
	Iteration 57Q: 3 clusters Score -2305500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2305500.250000 Penalty: 3476.679443
	Iteration 58Q: 3 clusters Score -2305500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2305500.250000 Penalty: 3476.679443
	Iteration 59F: 3 clusters Score -2305500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Entering Unmasked Estep 
Score: -335115.375000 Penalty: 1415.770020
	Iteration 0F: 2 clusters Score -335115.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -330429.281250 Penalty: 2831.540039
	Iteration 0F: 3 clusters Score -330429.3 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -331788.093750 Penalty: 2831.540039
	Iteration 1F: 3 clusters Score -331788.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -331995.500000 Penalty: 2831.540039
	Iteration 2F: 3 clusters Score -331995.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -332136.968750 Penalty: 2831.540039
	Iteration 3F: 3 clusters Score -332137 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -332247.687500 Penalty: 2831.540039
	Iteration 4Q: 3 clusters Score -332247.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -332355.937500 Penalty: 2831.540039
	Iteration 5Q: 3 clusters Score -332355.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -332464.562500 Penalty: 2831.540039
	Iteration 6Q: 3 clusters Score -332464.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -332583.968750 Penalty: 2831.540039
	Iteration 7Q: 3 clusters Score -332584 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -332707.375000 Penalty: 2831.540039
	Iteration 8Q: 3 clusters Score -332707.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -332850.906250 Penalty: 2831.540039
	Iteration 9Q: 3 clusters Score -332850.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -333026.937500 Penalty: 2831.540039
	Iteration 10Q: 3 clusters Score -333026.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -333190.875000 Penalty: 2831.540039
	Iteration 11Q: 3 clusters Score -333190.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -333305.781250 Penalty: 2831.540039
	Iteration 12Q: 3 clusters Score -333305.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -333381.312500 Penalty: 2831.540039
	Iteration 13Q: 3 clusters Score -333381.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -333444.906250 Penalty: 2831.540039
	Iteration 14Q: 3 clusters Score -333444.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -333493.562500 Penalty: 2831.540039
	Iteration 15Q: 3 clusters Score -333493.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -333533.312500 Penalty: 2831.540039
	Iteration 16Q: 3 clusters Score -333533.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -333563.031250 Penalty: 2831.540039
	Iteration 17Q: 3 clusters Score -333563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -333580.968750 Penalty: 2831.540039
	Iteration 18Q: 3 clusters Score -333581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -333594.156250 Penalty: 2831.540039
	Iteration 19Q: 3 clusters Score -333594.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -333611.718750 Penalty: 2831.540039
	Iteration 20F: 3 clusters Score -333611.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -333624.468750 Penalty: 2831.540039
	Iteration 21Q: 3 clusters Score -333624.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -333637.500000 Penalty: 2831.540039
	Iteration 22Q: 3 clusters Score -333637.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -333646.500000 Penalty: 2831.540039
	Iteration 23Q: 3 clusters Score -333646.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -333652.437500 Penalty: 2831.540039
	Iteration 24Q: 3 clusters Score -333652.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -333654.843750 Penalty: 2831.540039
	Iteration 25Q: 3 clusters Score -333654.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -333657.750000 Penalty: 2831.540039
	Iteration 26Q: 3 clusters Score -333657.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -333659.468750 Penalty: 2831.540039
	Iteration 27Q: 3 clusters Score -333659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -333660.468750 Penalty: 2831.540039
	Iteration 28Q: 3 clusters Score -333660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -333662.125000 Penalty: 2831.540039
	Iteration 29Q: 3 clusters Score -333662.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -333662.437500 Penalty: 2831.540039
	Iteration 30Q: 3 clusters Score -333662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -333663.093750 Penalty: 2831.540039
	Iteration 31Q: 3 clusters Score -333663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -333664.093750 Penalty: 2831.540039
	Iteration 32Q: 3 clusters Score -333664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -333665.312500 Penalty: 2831.540039
	Iteration 33Q: 3 clusters Score -333665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -333665.062500 Penalty: 2831.540039
	Iteration 34Q: 3 clusters Score -333665.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -333665.062500 Penalty: 2831.540039
	Iteration 35F: 3 clusters Score -333665.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Entering Unmasked Estep 
Score: -863629.562500 Penalty: 1561.895386
	Iteration 0F: 2 clusters Score -863629.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -853322.437500 Penalty: 3123.790771
	Iteration 0F: 3 clusters Score -853322.4 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -856908.937500 Penalty: 3123.790771
	Iteration 1F: 3 clusters Score -856908.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -857220.875000 Penalty: 3123.790771
	Iteration 2F: 3 clusters Score -857220.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -857467.812500 Penalty: 3123.790771
	Iteration 3Q: 3 clusters Score -857467.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -857669.687500 Penalty: 3123.790771
	Iteration 4Q: 3 clusters Score -857669.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -857869.562500 Penalty: 3123.790771
	Iteration 5Q: 3 clusters Score -857869.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -858063.750000 Penalty: 3123.790771
	Iteration 6Q: 3 clusters Score -858063.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -858282.750000 Penalty: 3123.790771
	Iteration 7Q: 3 clusters Score -858282.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -858527.687500 Penalty: 3123.790771
	Iteration 8Q: 3 clusters Score -858527.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -858775.062500 Penalty: 3123.790771
	Iteration 9Q: 3 clusters Score -858775.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -859017.937500 Penalty: 3123.790771
	Iteration 10Q: 3 clusters Score -859017.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -859284.125000 Penalty: 3123.790771
	Iteration 11Q: 3 clusters Score -859284.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -859572.875000 Penalty: 3123.790771
	Iteration 12Q: 3 clusters Score -859572.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -859957.500000 Penalty: 3123.790771
	Iteration 13Q: 3 clusters Score -859957.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -860379.687500 Penalty: 3123.790771
	Iteration 14Q: 3 clusters Score -860379.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -860909.562500 Penalty: 3123.790771
	Iteration 15Q: 3 clusters Score -860909.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -861404.500000 Penalty: 3123.790771
	Iteration 16Q: 3 clusters Score -861404.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -861724.125000 Penalty: 3123.790771
	Iteration 17Q: 3 clusters Score -861724.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -861919.437500 Penalty: 3123.790771
	Iteration 18Q: 3 clusters Score -861919.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -862048.625000 Penalty: 3123.790771
	Iteration 19Q: 3 clusters Score -862048.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -862126.125000 Penalty: 3123.790771
	Iteration 20F: 3 clusters Score -862126.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -862159.375000 Penalty: 3123.790771
	Iteration 21Q: 3 clusters Score -862159.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -862178.187500 Penalty: 3123.790771
	Iteration 22Q: 3 clusters Score -862178.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -862189.812500 Penalty: 3123.790771
	Iteration 23Q: 3 clusters Score -862189.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -862200.062500 Penalty: 3123.790771
	Iteration 24Q: 3 clusters Score -862200.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -862204.187500 Penalty: 3123.790771
	Iteration 25Q: 3 clusters Score -862204.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -862210.187500 Penalty: 3123.790771
	Iteration 26Q: 3 clusters Score -862210.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -862213.312500 Penalty: 3123.790771
	Iteration 27Q: 3 clusters Score -862213.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -862216.187500 Penalty: 3123.790771
	Iteration 28Q: 3 clusters Score -862216.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -862216.562500 Penalty: 3123.790771
	Iteration 29Q: 3 clusters Score -862216.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -862219.625000 Penalty: 3123.790771
	Iteration 30Q: 3 clusters Score -862219.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -862219.062500 Penalty: 3123.790771
	Iteration 31Q: 3 clusters Score -862219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -862222.937500 Penalty: 3123.790771
	Iteration 32Q: 3 clusters Score -862222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -862217.937500 Penalty: 3123.790771
	Iteration 33Q: 3 clusters Score -862217.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -862220.500000 Penalty: 3123.790771
	Iteration 34Q: 3 clusters Score -862220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -862219.625000 Penalty: 3123.790771
	Iteration 35Q: 3 clusters Score -862219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -862219.562500 Penalty: 3123.790771
	Iteration 36Q: 3 clusters Score -862219.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -862220.125000 Penalty: 3123.790771
	Iteration 37Q: 3 clusters Score -862220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -862220.000000 Penalty: 3123.790771
	Iteration 38Q: 3 clusters Score -862220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -862220.000000 Penalty: 3123.790771
	Iteration 39F: 3 clusters Score -862220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89595 members 
Entering Unmasked Estep 
Score: -5254060.500000 Penalty: 1852.996460
	Iteration 0F: 2 clusters Score -5254060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -5194069.000000 Penalty: 3705.992920
	Iteration 0F: 3 clusters Score -5194069 nChanged 42739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -5218874.500000 Penalty: 3705.992920
	Iteration 1F: 3 clusters Score -5218874 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -5219680.000000 Penalty: 3705.992920
	Iteration 2Q: 3 clusters Score -5219680 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -5220788.000000 Penalty: 3705.992920
	Iteration 3Q: 3 clusters Score -5220788 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -5222504.000000 Penalty: 3705.992920
	Iteration 4Q: 3 clusters Score -5222504 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -5225392.500000 Penalty: 3705.992920
	Iteration 5F: 3 clusters Score -5225392 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -5229611.000000 Penalty: 3705.992920
	Iteration 6F: 3 clusters Score -5229611 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -5234785.500000 Penalty: 3705.992920
	Iteration 7F: 3 clusters Score -5234786 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -5239620.500000 Penalty: 3705.992920
	Iteration 8F: 3 clusters Score -5239620 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -5243443.000000 Penalty: 3705.992920
	Iteration 9F: 3 clusters Score -5243443 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -5246469.000000 Penalty: 3705.992920
	Iteration 10Q: 3 clusters Score -5246469 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -5248738.500000 Penalty: 3705.992920
	Iteration 11Q: 3 clusters Score -5248738 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -5250372.000000 Penalty: 3705.992920
	Iteration 12Q: 3 clusters Score -5250372 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -5251344.500000 Penalty: 3705.992920
	Iteration 13Q: 3 clusters Score -5251344 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -5251840.500000 Penalty: 3705.992920
	Iteration 14Q: 3 clusters Score -5251840 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -5252075.500000 Penalty: 3705.992920
	Iteration 15Q: 3 clusters Score -5252076 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -5252189.000000 Penalty: 3705.992920
	Iteration 16Q: 3 clusters Score -5252189 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -5252278.000000 Penalty: 3705.992920
	Iteration 17Q: 3 clusters Score -5252278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -5252308.500000 Penalty: 3705.992920
	Iteration 18Q: 3 clusters Score -5252308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -5252326.500000 Penalty: 3705.992920
	Iteration 19Q: 3 clusters Score -5252326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -5252335.500000 Penalty: 3705.992920
	Iteration 20F: 3 clusters Score -5252336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -5252344.000000 Penalty: 3705.992920
	Iteration 21Q: 3 clusters Score -5252344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -5252350.000000 Penalty: 3705.992920
	Iteration 22Q: 3 clusters Score -5252350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -5252358.500000 Penalty: 3705.992920
	Iteration 23Q: 3 clusters Score -5252358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -5252364.500000 Penalty: 3705.992920
	Iteration 24Q: 3 clusters Score -5252364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -5252372.000000 Penalty: 3705.992920
	Iteration 25Q: 3 clusters Score -5252372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -5252380.500000 Penalty: 3705.992920
	Iteration 26Q: 3 clusters Score -5252380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -5252386.500000 Penalty: 3705.992920
	Iteration 27Q: 3 clusters Score -5252386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -5252396.000000 Penalty: 3705.992920
	Iteration 28Q: 3 clusters Score -5252396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -5252401.000000 Penalty: 3705.992920
	Iteration 29Q: 3 clusters Score -5252401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -5252400.500000 Penalty: 3705.992920
	Iteration 30Q: 3 clusters Score -5252400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -5252400.500000 Penalty: 3705.992920
	Iteration 31F: 3 clusters Score -5252400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -113235.382812 Penalty: 1244.154785
	Iteration 0F: 2 clusters Score -113235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -111070.101562 Penalty: 2488.309570
	Iteration 0F: 3 clusters Score -111070.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -111513.882812 Penalty: 2488.309570
	Iteration 1F: 3 clusters Score -111513.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -111626.039062 Penalty: 2488.309570
	Iteration 2F: 3 clusters Score -111626 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -111690.562500 Penalty: 2488.309570
	Iteration 3Q: 3 clusters Score -111690.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -111730.218750 Penalty: 2488.309570
	Iteration 4Q: 3 clusters Score -111730.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -111763.578125 Penalty: 2488.309570
	Iteration 5Q: 3 clusters Score -111763.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -111798.000000 Penalty: 2488.309570
	Iteration 6Q: 3 clusters Score -111798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -111836.054688 Penalty: 2488.309570
	Iteration 7Q: 3 clusters Score -111836.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -111877.265625 Penalty: 2488.309570
	Iteration 8Q: 3 clusters Score -111877.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -111907.460938 Penalty: 2488.309570
	Iteration 9Q: 3 clusters Score -111907.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -111930.546875 Penalty: 2488.309570
	Iteration 10Q: 3 clusters Score -111930.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -111952.312500 Penalty: 2488.309570
	Iteration 11Q: 3 clusters Score -111952.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -111974.484375 Penalty: 2488.309570
	Iteration 12Q: 3 clusters Score -111974.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -111996.429688 Penalty: 2488.309570
	Iteration 13Q: 3 clusters Score -111996.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -112017.906250 Penalty: 2488.309570
	Iteration 14Q: 3 clusters Score -112017.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -112029.468750 Penalty: 2488.309570
	Iteration 15Q: 3 clusters Score -112029.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -112044.609375 Penalty: 2488.309570
	Iteration 16Q: 3 clusters Score -112044.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -112055.851562 Penalty: 2488.309570
	Iteration 17Q: 3 clusters Score -112055.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -112064.632812 Penalty: 2488.309570
	Iteration 18Q: 3 clusters Score -112064.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -112075.750000 Penalty: 2488.309570
	Iteration 19Q: 3 clusters Score -112075.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -112085.132812 Penalty: 2488.309570
	Iteration 20F: 3 clusters Score -112085.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -112090.929688 Penalty: 2488.309570
	Iteration 21Q: 3 clusters Score -112090.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -112099.007812 Penalty: 2488.309570
	Iteration 22Q: 3 clusters Score -112099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -112107.531250 Penalty: 2488.309570
	Iteration 23Q: 3 clusters Score -112107.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -112113.804688 Penalty: 2488.309570
	Iteration 24Q: 3 clusters Score -112113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -112120.781250 Penalty: 2488.309570
	Iteration 25Q: 3 clusters Score -112120.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -112132.882812 Penalty: 2488.309570
	Iteration 26Q: 3 clusters Score -112132.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -112142.382812 Penalty: 2488.309570
	Iteration 27Q: 3 clusters Score -112142.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -112149.132812 Penalty: 2488.309570
	Iteration 28Q: 3 clusters Score -112149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -112155.085938 Penalty: 2488.309570
	Iteration 29Q: 3 clusters Score -112155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -112159.679688 Penalty: 2488.309570
	Iteration 30Q: 3 clusters Score -112159.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -112164.929688 Penalty: 2488.309570
	Iteration 31Q: 3 clusters Score -112164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -112168.335938 Penalty: 2488.309570
	Iteration 32Q: 3 clusters Score -112168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -112174.703125 Penalty: 2488.309570
	Iteration 33Q: 3 clusters Score -112174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -112176.468750 Penalty: 2488.309570
	Iteration 34Q: 3 clusters Score -112176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -112178.976562 Penalty: 2488.309570
	Iteration 35Q: 3 clusters Score -112179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -112181.375000 Penalty: 2488.309570
	Iteration 36Q: 3 clusters Score -112181.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -112184.585938 Penalty: 2488.309570
	Iteration 37Q: 3 clusters Score -112184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -112188.515625 Penalty: 2488.309570
	Iteration 38Q: 3 clusters Score -112188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -112189.742188 Penalty: 2488.309570
	Iteration 39Q: 3 clusters Score -112189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -112189.742188 Penalty: 2488.309570
	Iteration 40F: 3 clusters Score -112189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -252654.046875 Penalty: 1363.270874
	Iteration 0F: 2 clusters Score -252654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -249074.296875 Penalty: 2726.541748
	Iteration 0F: 3 clusters Score -249074.3 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -250197.687500 Penalty: 2726.541748
	Iteration 1F: 3 clusters Score -250197.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -250658.812500 Penalty: 2726.541748
	Iteration 2F: 3 clusters Score -250658.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -251196.406250 Penalty: 2726.541748
	Iteration 3F: 3 clusters Score -251196.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -251665.625000 Penalty: 2726.541748
	Iteration 4F: 3 clusters Score -251665.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -252013.828125 Penalty: 2726.541748
	Iteration 5F: 3 clusters Score -252013.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -252274.093750 Penalty: 2726.541748
	Iteration 6Q: 3 clusters Score -252274.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -252429.125000 Penalty: 2726.541748
	Iteration 7Q: 3 clusters Score -252429.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -252513.062500 Penalty: 2726.541748
	Iteration 8Q: 3 clusters Score -252513.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -252562.156250 Penalty: 2726.541748
	Iteration 9Q: 3 clusters Score -252562.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -252591.187500 Penalty: 2726.541748
	Iteration 10Q: 3 clusters Score -252591.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -252604.734375 Penalty: 2726.541748
	Iteration 11Q: 3 clusters Score -252604.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -252616.265625 Penalty: 2726.541748
	Iteration 12Q: 3 clusters Score -252616.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -252627.062500 Penalty: 2726.541748
	Iteration 13Q: 3 clusters Score -252627.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -252635.578125 Penalty: 2726.541748
	Iteration 14Q: 3 clusters Score -252635.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -252639.515625 Penalty: 2726.541748
	Iteration 15Q: 3 clusters Score -252639.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -252641.203125 Penalty: 2726.541748
	Iteration 16Q: 3 clusters Score -252641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -252640.734375 Penalty: 2726.541748
	Iteration 17Q: 3 clusters Score -252640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -252641.562500 Penalty: 2726.541748
	Iteration 18Q: 3 clusters Score -252641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -252641.828125 Penalty: 2726.541748
	Iteration 19Q: 3 clusters Score -252641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -252641.859375 Penalty: 2726.541748
	Iteration 20F: 3 clusters Score -252641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -252642.953125 Penalty: 2726.541748
	Iteration 21Q: 3 clusters Score -252643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -252643.687500 Penalty: 2726.541748
	Iteration 22Q: 3 clusters Score -252643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -252643.593750 Penalty: 2726.541748
	Iteration 23Q: 3 clusters Score -252643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -252644.828125 Penalty: 2726.541748
	Iteration 24Q: 3 clusters Score -252644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -252646.109375 Penalty: 2726.541748
	Iteration 25Q: 3 clusters Score -252646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -252647.656250 Penalty: 2726.541748
	Iteration 26Q: 3 clusters Score -252647.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -252648.531250 Penalty: 2726.541748
	Iteration 27Q: 3 clusters Score -252648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -252652.062500 Penalty: 2726.541748
	Iteration 28Q: 3 clusters Score -252652.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -252656.218750 Penalty: 2726.541748
	Iteration 29Q: 3 clusters Score -252656.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -252663.578125 Penalty: 2726.541748
	Iteration 30Q: 3 clusters Score -252663.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -252682.203125 Penalty: 2726.541748
	Iteration 31Q: 3 clusters Score -252682.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -252750.500000 Penalty: 2726.541748
	Iteration 32Q: 3 clusters Score -252750.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -252897.468750 Penalty: 2726.541748
	Iteration 33Q: 3 clusters Score -252897.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -253014.468750 Penalty: 2726.541748
	Iteration 34Q: 3 clusters Score -253014.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -253033.937500 Penalty: 2726.541748
	Iteration 35Q: 3 clusters Score -253033.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -253038.359375 Penalty: 2726.541748
	Iteration 36Q: 3 clusters Score -253038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -253040.156250 Penalty: 2726.541748
	Iteration 37Q: 3 clusters Score -253040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -253040.625000 Penalty: 2726.541748
	Iteration 38Q: 3 clusters Score -253040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -253040.625000 Penalty: 2726.541748
	Iteration 39F: 3 clusters Score -253040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 13942 members 
Mstep: Class 6 contains 5407 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18766 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 141603 members 
Mstep: Class 12 contains 44244 members 
Mstep: Class 13 contains 6078 members 
Mstep: Class 14 contains 14938 members 
Mstep: Class 15 contains 89595 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 3360 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 36424 members 
Mstep: Class 21 contains 4789 members 
Mstep: Class 22 contains 10764 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41316 members 
Mstep: Class 25 contains 18426 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 4028 members 
Mstep: Class 29 contains 8837 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
Score: -34144076.000000 Penalty: 65047.898438
Splitting cluster 17 changes total score from -34144412.000000 to -34144076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Entering Unmasked Estep 
Score: -632797.125000 Penalty: 1516.526367
	Iteration 0F: 2 clusters Score -632797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -624770.812500 Penalty: 3033.052734
	Iteration 0F: 3 clusters Score -624770.8 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -627574.687500 Penalty: 3033.052734
	Iteration 1F: 3 clusters Score -627574.7 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -628006.312500 Penalty: 3033.052734
	Iteration 2F: 3 clusters Score -628006.3 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -628331.937500 Penalty: 3033.052734
	Iteration 3F: 3 clusters Score -628331.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -628651.437500 Penalty: 3033.052734
	Iteration 4F: 3 clusters Score -628651.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -628985.625000 Penalty: 3033.052734
	Iteration 5F: 3 clusters Score -628985.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -629332.312500 Penalty: 3033.052734
	Iteration 6F: 3 clusters Score -629332.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -629676.500000 Penalty: 3033.052734
	Iteration 7F: 3 clusters Score -629676.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -630042.875000 Penalty: 3033.052734
	Iteration 8Q: 3 clusters Score -630042.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -630395.375000 Penalty: 3033.052734
	Iteration 9Q: 3 clusters Score -630395.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -630705.687500 Penalty: 3033.052734
	Iteration 10Q: 3 clusters Score -630705.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -630990.750000 Penalty: 3033.052734
	Iteration 11Q: 3 clusters Score -630990.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -631194.687500 Penalty: 3033.052734
	Iteration 12Q: 3 clusters Score -631194.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -631401.187500 Penalty: 3033.052734
	Iteration 13Q: 3 clusters Score -631401.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -631568.687500 Penalty: 3033.052734
	Iteration 14Q: 3 clusters Score -631568.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -631734.375000 Penalty: 3033.052734
	Iteration 15Q: 3 clusters Score -631734.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -631873.625000 Penalty: 3033.052734
	Iteration 16Q: 3 clusters Score -631873.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -632001.062500 Penalty: 3033.052734
	Iteration 17Q: 3 clusters Score -632001.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -632066.687500 Penalty: 3033.052734
	Iteration 18Q: 3 clusters Score -632066.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -632097.125000 Penalty: 3033.052734
	Iteration 19Q: 3 clusters Score -632097.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -632114.750000 Penalty: 3033.052734
	Iteration 20F: 3 clusters Score -632114.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -632124.937500 Penalty: 3033.052734
	Iteration 21Q: 3 clusters Score -632124.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -632130.062500 Penalty: 3033.052734
	Iteration 22Q: 3 clusters Score -632130.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -632133.437500 Penalty: 3033.052734
	Iteration 23Q: 3 clusters Score -632133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -632137.062500 Penalty: 3033.052734
	Iteration 24Q: 3 clusters Score -632137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -632137.812500 Penalty: 3033.052734
	Iteration 25Q: 3 clusters Score -632137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -632137.937500 Penalty: 3033.052734
	Iteration 26Q: 3 clusters Score -632137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -632139.500000 Penalty: 3033.052734
	Iteration 27Q: 3 clusters Score -632139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -632139.062500 Penalty: 3033.052734
	Iteration 28Q: 3 clusters Score -632139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -632139.312500 Penalty: 3033.052734
	Iteration 29Q: 3 clusters Score -632139.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -632140.125000 Penalty: 3033.052734
	Iteration 30Q: 3 clusters Score -632140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -632140.687500 Penalty: 3033.052734
	Iteration 31Q: 3 clusters Score -632140.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -632140.875000 Penalty: 3033.052734
	Iteration 32Q: 3 clusters Score -632140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -632140.937500 Penalty: 3033.052734
	Iteration 33Q: 3 clusters Score -632140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -632140.937500 Penalty: 3033.052734
	Iteration 34F: 3 clusters Score -632140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Entering Unmasked Estep 
Score: -440740.500000 Penalty: 1455.909058
	Iteration 0F: 2 clusters Score -440740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -434946.375000 Penalty: 2911.818115
	Iteration 0F: 3 clusters Score -434946.4 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -436812.156250 Penalty: 2911.818115
	Iteration 1F: 3 clusters Score -436812.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -437181.562500 Penalty: 2911.818115
	Iteration 2F: 3 clusters Score -437181.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -437538.312500 Penalty: 2911.818115
	Iteration 3F: 3 clusters Score -437538.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -437900.218750 Penalty: 2911.818115
	Iteration 4F: 3 clusters Score -437900.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -438228.718750 Penalty: 2911.818115
	Iteration 5F: 3 clusters Score -438228.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -438499.812500 Penalty: 2911.818115
	Iteration 6F: 3 clusters Score -438499.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -438718.875000 Penalty: 2911.818115
	Iteration 7Q: 3 clusters Score -438718.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -438886.875000 Penalty: 2911.818115
	Iteration 8Q: 3 clusters Score -438886.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -439004.000000 Penalty: 2911.818115
	Iteration 9Q: 3 clusters Score -439004 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -439093.218750 Penalty: 2911.818115
	Iteration 10Q: 3 clusters Score -439093.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -439157.187500 Penalty: 2911.818115
	Iteration 11Q: 3 clusters Score -439157.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -439215.593750 Penalty: 2911.818115
	Iteration 12Q: 3 clusters Score -439215.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -439281.343750 Penalty: 2911.818115
	Iteration 13Q: 3 clusters Score -439281.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -439342.593750 Penalty: 2911.818115
	Iteration 14Q: 3 clusters Score -439342.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -439393.843750 Penalty: 2911.818115
	Iteration 15Q: 3 clusters Score -439393.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -439431.000000 Penalty: 2911.818115
	Iteration 16Q: 3 clusters Score -439431 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -439465.125000 Penalty: 2911.818115
	Iteration 17Q: 3 clusters Score -439465.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -439504.125000 Penalty: 2911.818115
	Iteration 18Q: 3 clusters Score -439504.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -439538.500000 Penalty: 2911.818115
	Iteration 19Q: 3 clusters Score -439538.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -439569.468750 Penalty: 2911.818115
	Iteration 20F: 3 clusters Score -439569.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -439592.937500 Penalty: 2911.818115
	Iteration 21Q: 3 clusters Score -439592.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -439611.125000 Penalty: 2911.818115
	Iteration 22Q: 3 clusters Score -439611.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -439626.468750 Penalty: 2911.818115
	Iteration 23Q: 3 clusters Score -439626.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -439636.281250 Penalty: 2911.818115
	Iteration 24Q: 3 clusters Score -439636.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -439643.156250 Penalty: 2911.818115
	Iteration 25Q: 3 clusters Score -439643.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -439649.406250 Penalty: 2911.818115
	Iteration 26Q: 3 clusters Score -439649.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -439654.750000 Penalty: 2911.818115
	Iteration 27Q: 3 clusters Score -439654.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -439656.562500 Penalty: 2911.818115
	Iteration 28Q: 3 clusters Score -439656.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -439659.125000 Penalty: 2911.818115
	Iteration 29Q: 3 clusters Score -439659.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -439661.343750 Penalty: 2911.818115
	Iteration 30Q: 3 clusters Score -439661.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -439663.187500 Penalty: 2911.818115
	Iteration 31Q: 3 clusters Score -439663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -439665.312500 Penalty: 2911.818115
	Iteration 32Q: 3 clusters Score -439665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -439665.531250 Penalty: 2911.818115
	Iteration 33Q: 3 clusters Score -439665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -439665.593750 Penalty: 2911.818115
	Iteration 34Q: 3 clusters Score -439665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -439666.093750 Penalty: 2911.818115
	Iteration 35Q: 3 clusters Score -439666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -439666.312500 Penalty: 2911.818115
	Iteration 36Q: 3 clusters Score -439666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -439667.093750 Penalty: 2911.818115
	Iteration 37Q: 3 clusters Score -439667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -439667.843750 Penalty: 2911.818115
	Iteration 38Q: 3 clusters Score -439667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -439668.218750 Penalty: 2911.818115
	Iteration 39Q: 3 clusters Score -439668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -439668.187500 Penalty: 2911.818115
	Iteration 40F: 3 clusters Score -439668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -439668.843750 Penalty: 2911.818115
	Iteration 41Q: 3 clusters Score -439668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -439668.843750 Penalty: 2911.818115
	Iteration 42F: 3 clusters Score -439668.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Entering Unmasked Estep 
Score: -2138274.000000 Penalty: 1706.734741
	Iteration 0F: 2 clusters Score -2138274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2113984.500000 Penalty: 3413.469482
	Iteration 0F: 3 clusters Score -2113984 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2123383.500000 Penalty: 3413.469482
	Iteration 1F: 3 clusters Score -2123384 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2124148.500000 Penalty: 3413.469482
	Iteration 2F: 3 clusters Score -2124148 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2125364.250000 Penalty: 3413.469482
	Iteration 3F: 3 clusters Score -2125364 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2127253.750000 Penalty: 3413.469482
	Iteration 4F: 3 clusters Score -2127254 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -2129800.750000 Penalty: 3413.469482
	Iteration 5F: 3 clusters Score -2129801 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -2132506.500000 Penalty: 3413.469482
	Iteration 6F: 3 clusters Score -2132506 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -2134645.000000 Penalty: 3413.469482
	Iteration 7F: 3 clusters Score -2134645 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -2135879.250000 Penalty: 3413.469482
	Iteration 8Q: 3 clusters Score -2135879 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -2136383.000000 Penalty: 3413.469482
	Iteration 9Q: 3 clusters Score -2136383 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -2136596.750000 Penalty: 3413.469482
	Iteration 10Q: 3 clusters Score -2136597 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -2136720.000000 Penalty: 3413.469482
	Iteration 11Q: 3 clusters Score -2136720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -2136805.250000 Penalty: 3413.469482
	Iteration 12Q: 3 clusters Score -2136805 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -2136876.500000 Penalty: 3413.469482
	Iteration 13Q: 3 clusters Score -2136876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -2136903.000000 Penalty: 3413.469482
	Iteration 14Q: 3 clusters Score -2136903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -2136915.250000 Penalty: 3413.469482
	Iteration 15Q: 3 clusters Score -2136915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -2136924.500000 Penalty: 3413.469482
	Iteration 16Q: 3 clusters Score -2136924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -2136928.250000 Penalty: 3413.469482
	Iteration 17Q: 3 clusters Score -2136928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -2136928.750000 Penalty: 3413.469482
	Iteration 18Q: 3 clusters Score -2136929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -2136932.500000 Penalty: 3413.469482
	Iteration 19Q: 3 clusters Score -2136932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -2136932.500000 Penalty: 3413.469482
	Iteration 20F: 3 clusters Score -2136932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -2136932.750000 Penalty: 3413.469482
	Iteration 21Q: 3 clusters Score -2136933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -2136934.250000 Penalty: 3413.469482
	Iteration 22Q: 3 clusters Score -2136934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -2136934.250000 Penalty: 3413.469482
	Iteration 23F: 3 clusters Score -2136934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -210773.937500 Penalty: 1377.037598
	Iteration 0F: 2 clusters Score -210773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -206922.890625 Penalty: 2754.075195
	Iteration 0F: 3 clusters Score -206922.9 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -208016.343750 Penalty: 2754.075195
	Iteration 1F: 3 clusters Score -208016.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -208262.359375 Penalty: 2754.075195
	Iteration 2F: 3 clusters Score -208262.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -208460.750000 Penalty: 2754.075195
	Iteration 3F: 3 clusters Score -208460.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -208608.359375 Penalty: 2754.075195
	Iteration 4F: 3 clusters Score -208608.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -208710.484375 Penalty: 2754.075195
	Iteration 5Q: 3 clusters Score -208710.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -208790.796875 Penalty: 2754.075195
	Iteration 6Q: 3 clusters Score -208790.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -208865.781250 Penalty: 2754.075195
	Iteration 7Q: 3 clusters Score -208865.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -208932.218750 Penalty: 2754.075195
	Iteration 8Q: 3 clusters Score -208932.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -208995.250000 Penalty: 2754.075195
	Iteration 9Q: 3 clusters Score -208995.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -209068.718750 Penalty: 2754.075195
	Iteration 10Q: 3 clusters Score -209068.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -209133.406250 Penalty: 2754.075195
	Iteration 11Q: 3 clusters Score -209133.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -209184.843750 Penalty: 2754.075195
	Iteration 12Q: 3 clusters Score -209184.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -209227.546875 Penalty: 2754.075195
	Iteration 13Q: 3 clusters Score -209227.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -209276.500000 Penalty: 2754.075195
	Iteration 14Q: 3 clusters Score -209276.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -209331.875000 Penalty: 2754.075195
	Iteration 15Q: 3 clusters Score -209331.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -209391.796875 Penalty: 2754.075195
	Iteration 16Q: 3 clusters Score -209391.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -209446.921875 Penalty: 2754.075195
	Iteration 17Q: 3 clusters Score -209446.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -209503.203125 Penalty: 2754.075195
	Iteration 18Q: 3 clusters Score -209503.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -209546.609375 Penalty: 2754.075195
	Iteration 19Q: 3 clusters Score -209546.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -209581.312500 Penalty: 2754.075195
	Iteration 20F: 3 clusters Score -209581.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -209608.343750 Penalty: 2754.075195
	Iteration 21Q: 3 clusters Score -209608.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -209632.296875 Penalty: 2754.075195
	Iteration 22Q: 3 clusters Score -209632.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -209650.875000 Penalty: 2754.075195
	Iteration 23Q: 3 clusters Score -209650.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -209673.734375 Penalty: 2754.075195
	Iteration 24Q: 3 clusters Score -209673.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -209704.031250 Penalty: 2754.075195
	Iteration 25Q: 3 clusters Score -209704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -209728.781250 Penalty: 2754.075195
	Iteration 26Q: 3 clusters Score -209728.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -209746.296875 Penalty: 2754.075195
	Iteration 27Q: 3 clusters Score -209746.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -209759.281250 Penalty: 2754.075195
	Iteration 28Q: 3 clusters Score -209759.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -209767.171875 Penalty: 2754.075195
	Iteration 29Q: 3 clusters Score -209767.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -209774.562500 Penalty: 2754.075195
	Iteration 30Q: 3 clusters Score -209774.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -209781.125000 Penalty: 2754.075195
	Iteration 31Q: 3 clusters Score -209781.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -209792.015625 Penalty: 2754.075195
	Iteration 32Q: 3 clusters Score -209792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -209799.234375 Penalty: 2754.075195
	Iteration 33Q: 3 clusters Score -209799.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -209807.000000 Penalty: 2754.075195
	Iteration 34Q: 3 clusters Score -209807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -209815.171875 Penalty: 2754.075195
	Iteration 35Q: 3 clusters Score -209815.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -209827.046875 Penalty: 2754.075195
	Iteration 36Q: 3 clusters Score -209827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -209835.921875 Penalty: 2754.075195
	Iteration 37Q: 3 clusters Score -209835.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -209843.203125 Penalty: 2754.075195
	Iteration 38Q: 3 clusters Score -209843.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -209851.703125 Penalty: 2754.075195
	Iteration 39Q: 3 clusters Score -209851.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -209861.062500 Penalty: 2754.075195
	Iteration 40F: 3 clusters Score -209861.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -209869.203125 Penalty: 2754.075195
	Iteration 41Q: 3 clusters Score -209869.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -209876.609375 Penalty: 2754.075195
	Iteration 42Q: 3 clusters Score -209876.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -209888.062500 Penalty: 2754.075195
	Iteration 43Q: 3 clusters Score -209888.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -209904.343750 Penalty: 2754.075195
	Iteration 44Q: 3 clusters Score -209904.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -209920.500000 Penalty: 2754.075195
	Iteration 45Q: 3 clusters Score -209920.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -209938.390625 Penalty: 2754.075195
	Iteration 46Q: 3 clusters Score -209938.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -209951.421875 Penalty: 2754.075195
	Iteration 47Q: 3 clusters Score -209951.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -209962.218750 Penalty: 2754.075195
	Iteration 48Q: 3 clusters Score -209962.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -209972.281250 Penalty: 2754.075195
	Iteration 49Q: 3 clusters Score -209972.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -209978.765625 Penalty: 2754.075195
	Iteration 50Q: 3 clusters Score -209978.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -209985.890625 Penalty: 2754.075195
	Iteration 51Q: 3 clusters Score -209985.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -209991.250000 Penalty: 2754.075195
	Iteration 52Q: 3 clusters Score -209991.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -210002.296875 Penalty: 2754.075195
	Iteration 53Q: 3 clusters Score -210002.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -210012.140625 Penalty: 2754.075195
	Iteration 54Q: 3 clusters Score -210012.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -210022.968750 Penalty: 2754.075195
	Iteration 55Q: 3 clusters Score -210023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -210035.765625 Penalty: 2754.075195
	Iteration 56Q: 3 clusters Score -210035.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -210049.468750 Penalty: 2754.075195
	Iteration 57Q: 3 clusters Score -210049.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -210064.359375 Penalty: 2754.075195
	Iteration 58Q: 3 clusters Score -210064.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -210072.015625 Penalty: 2754.075195
	Iteration 59Q: 3 clusters Score -210072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210075.625000 Penalty: 2754.075195
	Iteration 60F: 3 clusters Score -210075.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -210081.718750 Penalty: 2754.075195
	Iteration 61Q: 3 clusters Score -210081.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -210086.796875 Penalty: 2754.075195
	Iteration 62Q: 3 clusters Score -210086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -210089.468750 Penalty: 2754.075195
	Iteration 63Q: 3 clusters Score -210089.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210091.656250 Penalty: 2754.075195
	Iteration 64Q: 3 clusters Score -210091.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -210092.562500 Penalty: 2754.075195
	Iteration 65Q: 3 clusters Score -210092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -210093.468750 Penalty: 2754.075195
	Iteration 66Q: 3 clusters Score -210093.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -210094.671875 Penalty: 2754.075195
	Iteration 67Q: 3 clusters Score -210094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -210095.203125 Penalty: 2754.075195
	Iteration 68Q: 3 clusters Score -210095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -210095.937500 Penalty: 2754.075195
	Iteration 69Q: 3 clusters Score -210095.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -210097.812500 Penalty: 2754.075195
	Iteration 70Q: 3 clusters Score -210097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210098.000000 Penalty: 2754.075195
	Iteration 71Q: 3 clusters Score -210098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -210100.578125 Penalty: 2754.075195
	Iteration 72Q: 3 clusters Score -210100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210100.875000 Penalty: 2754.075195
	Iteration 73Q: 3 clusters Score -210100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210100.875000 Penalty: 2754.075195
	Iteration 74F: 3 clusters Score -210100.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Entering Unmasked Estep 
Score: -574543.375000 Penalty: 1508.643921
	Iteration 0F: 2 clusters Score -574543.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -566893.562500 Penalty: 3017.287842
	Iteration 0F: 3 clusters Score -566893.6 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -569410.750000 Penalty: 3017.287842
	Iteration 1F: 3 clusters Score -569410.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -569749.187500 Penalty: 3017.287842
	Iteration 2F: 3 clusters Score -569749.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -570116.750000 Penalty: 3017.287842
	Iteration 3F: 3 clusters Score -570116.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -570440.875000 Penalty: 3017.287842
	Iteration 4F: 3 clusters Score -570440.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -570723.312500 Penalty: 3017.287842
	Iteration 5Q: 3 clusters Score -570723.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -571020.437500 Penalty: 3017.287842
	Iteration 6Q: 3 clusters Score -571020.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -571298.875000 Penalty: 3017.287842
	Iteration 7Q: 3 clusters Score -571298.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -571564.437500 Penalty: 3017.287842
	Iteration 8Q: 3 clusters Score -571564.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -571833.062500 Penalty: 3017.287842
	Iteration 9Q: 3 clusters Score -571833.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -572100.062500 Penalty: 3017.287842
	Iteration 10Q: 3 clusters Score -572100.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -572320.625000 Penalty: 3017.287842
	Iteration 11Q: 3 clusters Score -572320.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -572473.375000 Penalty: 3017.287842
	Iteration 12Q: 3 clusters Score -572473.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -572596.562500 Penalty: 3017.287842
	Iteration 13Q: 3 clusters Score -572596.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -572717.375000 Penalty: 3017.287842
	Iteration 14Q: 3 clusters Score -572717.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -572803.125000 Penalty: 3017.287842
	Iteration 15Q: 3 clusters Score -572803.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -572869.625000 Penalty: 3017.287842
	Iteration 16Q: 3 clusters Score -572869.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -572917.687500 Penalty: 3017.287842
	Iteration 17Q: 3 clusters Score -572917.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -572955.250000 Penalty: 3017.287842
	Iteration 18Q: 3 clusters Score -572955.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -572986.750000 Penalty: 3017.287842
	Iteration 19Q: 3 clusters Score -572986.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -573008.437500 Penalty: 3017.287842
	Iteration 20F: 3 clusters Score -573008.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -573023.250000 Penalty: 3017.287842
	Iteration 21Q: 3 clusters Score -573023.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -573038.375000 Penalty: 3017.287842
	Iteration 22Q: 3 clusters Score -573038.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -573052.937500 Penalty: 3017.287842
	Iteration 23Q: 3 clusters Score -573052.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -573068.375000 Penalty: 3017.287842
	Iteration 24Q: 3 clusters Score -573068.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -573082.375000 Penalty: 3017.287842
	Iteration 25Q: 3 clusters Score -573082.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -573093.187500 Penalty: 3017.287842
	Iteration 26Q: 3 clusters Score -573093.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -573099.750000 Penalty: 3017.287842
	Iteration 27Q: 3 clusters Score -573099.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -573105.250000 Penalty: 3017.287842
	Iteration 28Q: 3 clusters Score -573105.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -573107.750000 Penalty: 3017.287842
	Iteration 29Q: 3 clusters Score -573107.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -573115.312500 Penalty: 3017.287842
	Iteration 30Q: 3 clusters Score -573115.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -573124.500000 Penalty: 3017.287842
	Iteration 31Q: 3 clusters Score -573124.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -573131.875000 Penalty: 3017.287842
	Iteration 32Q: 3 clusters Score -573131.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -573137.875000 Penalty: 3017.287842
	Iteration 33Q: 3 clusters Score -573137.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -573143.500000 Penalty: 3017.287842
	Iteration 34Q: 3 clusters Score -573143.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -573151.375000 Penalty: 3017.287842
	Iteration 35Q: 3 clusters Score -573151.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -573155.187500 Penalty: 3017.287842
	Iteration 36Q: 3 clusters Score -573155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -573157.500000 Penalty: 3017.287842
	Iteration 37Q: 3 clusters Score -573157.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -573162.437500 Penalty: 3017.287842
	Iteration 38Q: 3 clusters Score -573162.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -573168.062500 Penalty: 3017.287842
	Iteration 39Q: 3 clusters Score -573168.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -573173.187500 Penalty: 3017.287842
	Iteration 40F: 3 clusters Score -573173.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -573180.250000 Penalty: 3017.287842
	Iteration 41Q: 3 clusters Score -573180.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -573187.937500 Penalty: 3017.287842
	Iteration 42Q: 3 clusters Score -573187.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -573193.375000 Penalty: 3017.287842
	Iteration 43Q: 3 clusters Score -573193.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -573198.562500 Penalty: 3017.287842
	Iteration 44Q: 3 clusters Score -573198.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -573202.812500 Penalty: 3017.287842
	Iteration 45Q: 3 clusters Score -573202.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -573206.125000 Penalty: 3017.287842
	Iteration 46Q: 3 clusters Score -573206.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -573211.312500 Penalty: 3017.287842
	Iteration 47Q: 3 clusters Score -573211.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -573212.312500 Penalty: 3017.287842
	Iteration 48Q: 3 clusters Score -573212.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -573215.125000 Penalty: 3017.287842
	Iteration 49Q: 3 clusters Score -573215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -573214.375000 Penalty: 3017.287842
	Iteration 50Q: 3 clusters Score -573214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -573216.125000 Penalty: 3017.287842
	Iteration 51Q: 3 clusters Score -573216.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -573219.562500 Penalty: 3017.287842
	Iteration 52Q: 3 clusters Score -573219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -573220.312500 Penalty: 3017.287842
	Iteration 53Q: 3 clusters Score -573220.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -573222.750000 Penalty: 3017.287842
	Iteration 54Q: 3 clusters Score -573222.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -573225.500000 Penalty: 3017.287842
	Iteration 55Q: 3 clusters Score -573225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -573224.750000 Penalty: 3017.287842
	Iteration 56Q: 3 clusters Score -573224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -573226.625000 Penalty: 3017.287842
	Iteration 57Q: 3 clusters Score -573226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -573229.562500 Penalty: 3017.287842
	Iteration 58Q: 3 clusters Score -573229.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -573231.875000 Penalty: 3017.287842
	Iteration 59Q: 3 clusters Score -573231.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -573235.500000 Penalty: 3017.287842
	Iteration 60F: 3 clusters Score -573235.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -573243.687500 Penalty: 3017.287842
	Iteration 61Q: 3 clusters Score -573243.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -573250.375000 Penalty: 3017.287842
	Iteration 62Q: 3 clusters Score -573250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -573256.750000 Penalty: 3017.287842
	Iteration 63Q: 3 clusters Score -573256.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -573262.562500 Penalty: 3017.287842
	Iteration 64Q: 3 clusters Score -573262.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -573263.687500 Penalty: 3017.287842
	Iteration 65Q: 3 clusters Score -573263.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -573264.625000 Penalty: 3017.287842
	Iteration 66Q: 3 clusters Score -573264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -573265.250000 Penalty: 3017.287842
	Iteration 67Q: 3 clusters Score -573265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -573265.875000 Penalty: 3017.287842
	Iteration 68Q: 3 clusters Score -573265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -573265.875000 Penalty: 3017.287842
	Iteration 69F: 3 clusters Score -573265.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Entering Unmasked Estep 
Score: -216643.343750 Penalty: 1351.557617
	Iteration 0F: 2 clusters Score -216643.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -213231.609375 Penalty: 2703.115234
	Iteration 0F: 3 clusters Score -213231.6 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -214243.546875 Penalty: 2703.115234
	Iteration 1F: 3 clusters Score -214243.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -214608.203125 Penalty: 2703.115234
	Iteration 2F: 3 clusters Score -214608.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -215023.296875 Penalty: 2703.115234
	Iteration 3F: 3 clusters Score -215023.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -215420.312500 Penalty: 2703.115234
	Iteration 4F: 3 clusters Score -215420.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -215729.671875 Penalty: 2703.115234
	Iteration 5F: 3 clusters Score -215729.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -215935.359375 Penalty: 2703.115234
	Iteration 6F: 3 clusters Score -215935.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -216064.156250 Penalty: 2703.115234
	Iteration 7Q: 3 clusters Score -216064.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -216148.046875 Penalty: 2703.115234
	Iteration 8Q: 3 clusters Score -216148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -216198.109375 Penalty: 2703.115234
	Iteration 9Q: 3 clusters Score -216198.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -216248.656250 Penalty: 2703.115234
	Iteration 10Q: 3 clusters Score -216248.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -216298.421875 Penalty: 2703.115234
	Iteration 11Q: 3 clusters Score -216298.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -216345.281250 Penalty: 2703.115234
	Iteration 12Q: 3 clusters Score -216345.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -216379.687500 Penalty: 2703.115234
	Iteration 13Q: 3 clusters Score -216379.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -216410.187500 Penalty: 2703.115234
	Iteration 14Q: 3 clusters Score -216410.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -216432.343750 Penalty: 2703.115234
	Iteration 15Q: 3 clusters Score -216432.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -216448.796875 Penalty: 2703.115234
	Iteration 16Q: 3 clusters Score -216448.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -216460.046875 Penalty: 2703.115234
	Iteration 17Q: 3 clusters Score -216460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -216465.203125 Penalty: 2703.115234
	Iteration 18Q: 3 clusters Score -216465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -216470.203125 Penalty: 2703.115234
	Iteration 19Q: 3 clusters Score -216470.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -216474.859375 Penalty: 2703.115234
	Iteration 20F: 3 clusters Score -216474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -216479.234375 Penalty: 2703.115234
	Iteration 21Q: 3 clusters Score -216479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -216481.093750 Penalty: 2703.115234
	Iteration 22Q: 3 clusters Score -216481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -216483.015625 Penalty: 2703.115234
	Iteration 23Q: 3 clusters Score -216483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -216483.921875 Penalty: 2703.115234
	Iteration 24Q: 3 clusters Score -216483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -216485.187500 Penalty: 2703.115234
	Iteration 25Q: 3 clusters Score -216485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -216486.000000 Penalty: 2703.115234
	Iteration 26Q: 3 clusters Score -216486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -216486.078125 Penalty: 2703.115234
	Iteration 27Q: 3 clusters Score -216486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -216486.484375 Penalty: 2703.115234
	Iteration 28Q: 3 clusters Score -216486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -216486.578125 Penalty: 2703.115234
	Iteration 29Q: 3 clusters Score -216486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -216487.531250 Penalty: 2703.115234
	Iteration 30Q: 3 clusters Score -216487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -216487.531250 Penalty: 2703.115234
	Iteration 31Q: 3 clusters Score -216487.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -216487.531250 Penalty: 2703.115234
	Iteration 32F: 3 clusters Score -216487.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Entering Unmasked Estep 
Score: -2386406.250000 Penalty: 1727.213379
	Iteration 0F: 2 clusters Score -2386406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2358783.000000 Penalty: 3454.426758
	Iteration 0F: 3 clusters Score -2358783 nChanged 19222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2369754.500000 Penalty: 3454.426758
	Iteration 1F: 3 clusters Score -2369754 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2370361.000000 Penalty: 3454.426758
	Iteration 2Q: 3 clusters Score -2370361 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2371057.000000 Penalty: 3454.426758
	Iteration 3Q: 3 clusters Score -2371057 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -2371904.500000 Penalty: 3454.426758
	Iteration 4Q: 3 clusters Score -2371904 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -2373063.500000 Penalty: 3454.426758
	Iteration 5F: 3 clusters Score -2373064 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -2374598.750000 Penalty: 3454.426758
	Iteration 6F: 3 clusters Score -2374599 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -2376517.500000 Penalty: 3454.426758
	Iteration 7F: 3 clusters Score -2376518 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -2378387.250000 Penalty: 3454.426758
	Iteration 8F: 3 clusters Score -2378387 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -2380067.500000 Penalty: 3454.426758
	Iteration 9Q: 3 clusters Score -2380068 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -2381365.500000 Penalty: 3454.426758
	Iteration 10Q: 3 clusters Score -2381366 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -2382383.000000 Penalty: 3454.426758
	Iteration 11Q: 3 clusters Score -2382383 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -2383134.500000 Penalty: 3454.426758
	Iteration 12Q: 3 clusters Score -2383134 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -2383752.250000 Penalty: 3454.426758
	Iteration 13Q: 3 clusters Score -2383752 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -2384250.250000 Penalty: 3454.426758
	Iteration 14Q: 3 clusters Score -2384250 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -2384620.250000 Penalty: 3454.426758
	Iteration 15Q: 3 clusters Score -2384620 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -2384837.000000 Penalty: 3454.426758
	Iteration 16Q: 3 clusters Score -2384837 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -2384962.750000 Penalty: 3454.426758
	Iteration 17Q: 3 clusters Score -2384963 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -2385041.000000 Penalty: 3454.426758
	Iteration 18Q: 3 clusters Score -2385041 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -2385109.500000 Penalty: 3454.426758
	Iteration 19Q: 3 clusters Score -2385110 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -2385149.750000 Penalty: 3454.426758
	Iteration 20F: 3 clusters Score -2385150 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -2385183.000000 Penalty: 3454.426758
	Iteration 21Q: 3 clusters Score -2385183 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -2385205.000000 Penalty: 3454.426758
	Iteration 22Q: 3 clusters Score -2385205 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -2385229.500000 Penalty: 3454.426758
	Iteration 23Q: 3 clusters Score -2385230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -2385246.750000 Penalty: 3454.426758
	Iteration 24Q: 3 clusters Score -2385247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -2385257.000000 Penalty: 3454.426758
	Iteration 25Q: 3 clusters Score -2385257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -2385266.250000 Penalty: 3454.426758
	Iteration 26Q: 3 clusters Score -2385266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -2385269.000000 Penalty: 3454.426758
	Iteration 27Q: 3 clusters Score -2385269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -2385270.000000 Penalty: 3454.426758
	Iteration 28Q: 3 clusters Score -2385270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -2385274.500000 Penalty: 3454.426758
	Iteration 29Q: 3 clusters Score -2385274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -2385282.000000 Penalty: 3454.426758
	Iteration 30Q: 3 clusters Score -2385282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -2385289.750000 Penalty: 3454.426758
	Iteration 31Q: 3 clusters Score -2385290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -2385291.250000 Penalty: 3454.426758
	Iteration 32Q: 3 clusters Score -2385291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -2385295.000000 Penalty: 3454.426758
	Iteration 33Q: 3 clusters Score -2385295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -2385300.500000 Penalty: 3454.426758
	Iteration 34Q: 3 clusters Score -2385300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -2385297.750000 Penalty: 3454.426758
	Iteration 35Q: 3 clusters Score -2385298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -2385301.750000 Penalty: 3454.426758
	Iteration 36Q: 3 clusters Score -2385302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -2385303.250000 Penalty: 3454.426758
	Iteration 37Q: 3 clusters Score -2385303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -2385303.750000 Penalty: 3454.426758
	Iteration 38Q: 3 clusters Score -2385304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -2385305.250000 Penalty: 3454.426758
	Iteration 39Q: 3 clusters Score -2385305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -2385307.000000 Penalty: 3454.426758
	Iteration 40F: 3 clusters Score -2385307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -2385312.000000 Penalty: 3454.426758
	Iteration 41Q: 3 clusters Score -2385312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -2385315.750000 Penalty: 3454.426758
	Iteration 42Q: 3 clusters Score -2385316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -2385317.500000 Penalty: 3454.426758
	Iteration 43Q: 3 clusters Score -2385318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -2385328.250000 Penalty: 3454.426758
	Iteration 44Q: 3 clusters Score -2385328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -2385327.750000 Penalty: 3454.426758
	Iteration 45Q: 3 clusters Score -2385328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -2385328.750000 Penalty: 3454.426758
	Iteration 46Q: 3 clusters Score -2385329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -2385323.500000 Penalty: 3454.426758
	Iteration 47Q: 3 clusters Score -2385324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -2385322.750000 Penalty: 3454.426758
	Iteration 48Q: 3 clusters Score -2385323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -2385320.250000 Penalty: 3454.426758
	Iteration 49Q: 3 clusters Score -2385320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -2385322.500000 Penalty: 3454.426758
	Iteration 50Q: 3 clusters Score -2385322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -2385322.250000 Penalty: 3454.426758
	Iteration 51Q: 3 clusters Score -2385322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -2385322.250000 Penalty: 3454.426758
	Iteration 52F: 3 clusters Score -2385322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Entering Unmasked Estep 
Score: -1028680.312500 Penalty: 1595.996704
	Iteration 0F: 2 clusters Score -1028680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1016048.312500 Penalty: 3191.993408
	Iteration 0F: 3 clusters Score -1016048 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1020857.500000 Penalty: 3191.993408
	Iteration 1F: 3 clusters Score -1020858 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1021409.812500 Penalty: 3191.993408
	Iteration 2F: 3 clusters Score -1021410 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1022060.000000 Penalty: 3191.993408
	Iteration 3F: 3 clusters Score -1022060 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1022844.937500 Penalty: 3191.993408
	Iteration 4F: 3 clusters Score -1022845 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1023666.562500 Penalty: 3191.993408
	Iteration 5F: 3 clusters Score -1023667 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1024427.750000 Penalty: 3191.993408
	Iteration 6F: 3 clusters Score -1024428 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1025140.062500 Penalty: 3191.993408
	Iteration 7F: 3 clusters Score -1025140 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1025696.250000 Penalty: 3191.993408
	Iteration 8Q: 3 clusters Score -1025696 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1026065.562500 Penalty: 3191.993408
	Iteration 9Q: 3 clusters Score -1026066 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1026302.062500 Penalty: 3191.993408
	Iteration 10Q: 3 clusters Score -1026302 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1026455.250000 Penalty: 3191.993408
	Iteration 11Q: 3 clusters Score -1026455 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1026559.187500 Penalty: 3191.993408
	Iteration 12Q: 3 clusters Score -1026559 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1026657.875000 Penalty: 3191.993408
	Iteration 13Q: 3 clusters Score -1026658 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1026756.000000 Penalty: 3191.993408
	Iteration 14Q: 3 clusters Score -1026756 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1026851.125000 Penalty: 3191.993408
	Iteration 15Q: 3 clusters Score -1026851 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1026939.000000 Penalty: 3191.993408
	Iteration 16Q: 3 clusters Score -1026939 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1027010.125000 Penalty: 3191.993408
	Iteration 17Q: 3 clusters Score -1027010 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1027076.875000 Penalty: 3191.993408
	Iteration 18Q: 3 clusters Score -1027077 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1027139.500000 Penalty: 3191.993408
	Iteration 19Q: 3 clusters Score -1027140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1027197.062500 Penalty: 3191.993408
	Iteration 20F: 3 clusters Score -1027197 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1027256.500000 Penalty: 3191.993408
	Iteration 21Q: 3 clusters Score -1027256 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1027323.812500 Penalty: 3191.993408
	Iteration 22Q: 3 clusters Score -1027324 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1027386.250000 Penalty: 3191.993408
	Iteration 23Q: 3 clusters Score -1027386 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1027458.750000 Penalty: 3191.993408
	Iteration 24Q: 3 clusters Score -1027459 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1027547.625000 Penalty: 3191.993408
	Iteration 25Q: 3 clusters Score -1027548 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1027661.437500 Penalty: 3191.993408
	Iteration 26Q: 3 clusters Score -1027661 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1027769.000000 Penalty: 3191.993408
	Iteration 27Q: 3 clusters Score -1027769 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1027879.000000 Penalty: 3191.993408
	Iteration 28Q: 3 clusters Score -1027879 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1028010.000000 Penalty: 3191.993408
	Iteration 29Q: 3 clusters Score -1028010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1028114.437500 Penalty: 3191.993408
	Iteration 30Q: 3 clusters Score -1028114 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1028207.937500 Penalty: 3191.993408
	Iteration 31Q: 3 clusters Score -1028208 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1028275.062500 Penalty: 3191.993408
	Iteration 32Q: 3 clusters Score -1028275 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1028318.437500 Penalty: 3191.993408
	Iteration 33Q: 3 clusters Score -1028318 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1028347.687500 Penalty: 3191.993408
	Iteration 34Q: 3 clusters Score -1028348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1028367.312500 Penalty: 3191.993408
	Iteration 35Q: 3 clusters Score -1028367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1028388.187500 Penalty: 3191.993408
	Iteration 36Q: 3 clusters Score -1028388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1028388.312500 Penalty: 3191.993408
	Iteration 37Q: 3 clusters Score -1028388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1028395.250000 Penalty: 3191.993408
	Iteration 38Q: 3 clusters Score -1028395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1028405.125000 Penalty: 3191.993408
	Iteration 39Q: 3 clusters Score -1028405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1028408.375000 Penalty: 3191.993408
	Iteration 40F: 3 clusters Score -1028408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1028411.375000 Penalty: 3191.993408
	Iteration 41Q: 3 clusters Score -1028411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1028409.812500 Penalty: 3191.993408
	Iteration 42Q: 3 clusters Score -1028410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1028413.625000 Penalty: 3191.993408
	Iteration 43Q: 3 clusters Score -1028414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1028411.687500 Penalty: 3191.993408
	Iteration 44Q: 3 clusters Score -1028412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1028414.437500 Penalty: 3191.993408
	Iteration 45Q: 3 clusters Score -1028414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1028414.500000 Penalty: 3191.993408
	Iteration 46Q: 3 clusters Score -1028414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1028413.812500 Penalty: 3191.993408
	Iteration 47Q: 3 clusters Score -1028414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1028416.937500 Penalty: 3191.993408
	Iteration 48Q: 3 clusters Score -1028417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1028417.312500 Penalty: 3191.993408
	Iteration 49Q: 3 clusters Score -1028417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1028417.125000 Penalty: 3191.993408
	Iteration 50Q: 3 clusters Score -1028417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1028420.750000 Penalty: 3191.993408
	Iteration 51Q: 3 clusters Score -1028421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1028418.625000 Penalty: 3191.993408
	Iteration 52Q: 3 clusters Score -1028419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1028423.437500 Penalty: 3191.993408
	Iteration 53Q: 3 clusters Score -1028423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1028425.375000 Penalty: 3191.993408
	Iteration 54Q: 3 clusters Score -1028425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1028427.437500 Penalty: 3191.993408
	Iteration 55Q: 3 clusters Score -1028427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1028426.562500 Penalty: 3191.993408
	Iteration 56Q: 3 clusters Score -1028427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1028425.812500 Penalty: 3191.993408
	Iteration 57Q: 3 clusters Score -1028426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1028429.500000 Penalty: 3191.993408
	Iteration 58Q: 3 clusters Score -1028430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1028427.937500 Penalty: 3191.993408
	Iteration 59Q: 3 clusters Score -1028428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1028427.125000 Penalty: 3191.993408
	Iteration 60F: 3 clusters Score -1028427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1028426.250000 Penalty: 3191.993408
	Iteration 61Q: 3 clusters Score -1028426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1028430.312500 Penalty: 3191.993408
	Iteration 62Q: 3 clusters Score -1028430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1028431.562500 Penalty: 3191.993408
	Iteration 63Q: 3 clusters Score -1028432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1028431.250000 Penalty: 3191.993408
	Iteration 64Q: 3 clusters Score -1028431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1028431.375000 Penalty: 3191.993408
	Iteration 65Q: 3 clusters Score -1028431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1028432.750000 Penalty: 3191.993408
	Iteration 66Q: 3 clusters Score -1028433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1028433.375000 Penalty: 3191.993408
	Iteration 67Q: 3 clusters Score -1028433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1028434.875000 Penalty: 3191.993408
	Iteration 68Q: 3 clusters Score -1028435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1028433.000000 Penalty: 3191.993408
	Iteration 69Q: 3 clusters Score -1028433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1028434.562500 Penalty: 3191.993408
	Iteration 70Q: 3 clusters Score -1028435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1028435.000000 Penalty: 3191.993408
	Iteration 71Q: 3 clusters Score -1028435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1028435.562500 Penalty: 3191.993408
	Iteration 72Q: 3 clusters Score -1028436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1028437.937500 Penalty: 3191.993408
	Iteration 73Q: 3 clusters Score -1028438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1028437.687500 Penalty: 3191.993408
	Iteration 74Q: 3 clusters Score -1028438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1028439.687500 Penalty: 3191.993408
	Iteration 75Q: 3 clusters Score -1028440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1028441.500000 Penalty: 3191.993408
	Iteration 76Q: 3 clusters Score -1028442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1028442.312500 Penalty: 3191.993408
	Iteration 77Q: 3 clusters Score -1028442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1028440.375000 Penalty: 3191.993408
	Iteration 78Q: 3 clusters Score -1028440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1028440.375000 Penalty: 3191.993408
	Iteration 79F: 3 clusters Score -1028440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -60601.847656 Penalty: 1149.406372
	Iteration 0F: 2 clusters Score -60601.85 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 601 members 
Entering Unmasked Estep 
Score: -59044.496094 Penalty: 2298.812744
	Iteration 0F: 3 clusters Score -59044.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -59359.402344 Penalty: 2298.812744
	Iteration 1F: 3 clusters Score -59359.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -59465.671875 Penalty: 2298.812744
	Iteration 2F: 3 clusters Score -59465.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -59514.960938 Penalty: 2298.812744
	Iteration 3Q: 3 clusters Score -59514.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59544.734375 Penalty: 2298.812744
	Iteration 4Q: 3 clusters Score -59544.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -59560.742188 Penalty: 2298.812744
	Iteration 5Q: 3 clusters Score -59560.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -59570.949219 Penalty: 2298.812744
	Iteration 6Q: 3 clusters Score -59570.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -59578.718750 Penalty: 2298.812744
	Iteration 7Q: 3 clusters Score -59578.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -59586.421875 Penalty: 2298.812744
	Iteration 8Q: 3 clusters Score -59586.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -59590.261719 Penalty: 2298.812744
	Iteration 9Q: 3 clusters Score -59590.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -59595.515625 Penalty: 2298.812744
	Iteration 10Q: 3 clusters Score -59595.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -59603.734375 Penalty: 2298.812744
	Iteration 11Q: 3 clusters Score -59603.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -59609.703125 Penalty: 2298.812744
	Iteration 12Q: 3 clusters Score -59609.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -59613.980469 Penalty: 2298.812744
	Iteration 13Q: 3 clusters Score -59613.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -59617.566406 Penalty: 2298.812744
	Iteration 14Q: 3 clusters Score -59617.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -59622.242188 Penalty: 2298.812744
	Iteration 15Q: 3 clusters Score -59622.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -59628.871094 Penalty: 2298.812744
	Iteration 16Q: 3 clusters Score -59628.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -59633.667969 Penalty: 2298.812744
	Iteration 17Q: 3 clusters Score -59633.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -59638.527344 Penalty: 2298.812744
	Iteration 18Q: 3 clusters Score -59638.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -59640.871094 Penalty: 2298.812744
	Iteration 19Q: 3 clusters Score -59640.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -59643.496094 Penalty: 2298.812744
	Iteration 20F: 3 clusters Score -59643.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -59646.812500 Penalty: 2298.812744
	Iteration 21Q: 3 clusters Score -59646.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -59649.500000 Penalty: 2298.812744
	Iteration 22Q: 3 clusters Score -59649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -59649.695312 Penalty: 2298.812744
	Iteration 23Q: 3 clusters Score -59649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -59653.082031 Penalty: 2298.812744
	Iteration 24Q: 3 clusters Score -59653.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -59657.945312 Penalty: 2298.812744
	Iteration 25Q: 3 clusters Score -59657.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -59659.093750 Penalty: 2298.812744
	Iteration 26Q: 3 clusters Score -59659.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -59659.093750 Penalty: 2298.812744
	Iteration 27F: 3 clusters Score -59659.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Entering Unmasked Estep 
Score: -350617.406250 Penalty: 1425.322510
	Iteration 0F: 2 clusters Score -350617.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -345677.718750 Penalty: 2850.645020
	Iteration 0F: 3 clusters Score -345677.7 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -347273.406250 Penalty: 2850.645020
	Iteration 1F: 3 clusters Score -347273.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -347493.750000 Penalty: 2850.645020
	Iteration 2F: 3 clusters Score -347493.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -347650.625000 Penalty: 2850.645020
	Iteration 3F: 3 clusters Score -347650.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -347788.343750 Penalty: 2850.645020
	Iteration 4Q: 3 clusters Score -347788.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -347947.375000 Penalty: 2850.645020
	Iteration 5Q: 3 clusters Score -347947.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -348145.281250 Penalty: 2850.645020
	Iteration 6Q: 3 clusters Score -348145.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -348411.562500 Penalty: 2850.645020
	Iteration 7F: 3 clusters Score -348411.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -348690.531250 Penalty: 2850.645020
	Iteration 8F: 3 clusters Score -348690.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -348906.937500 Penalty: 2850.645020
	Iteration 9Q: 3 clusters Score -348906.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -349067.187500 Penalty: 2850.645020
	Iteration 10Q: 3 clusters Score -349067.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -349177.281250 Penalty: 2850.645020
	Iteration 11Q: 3 clusters Score -349177.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -349271.031250 Penalty: 2850.645020
	Iteration 12Q: 3 clusters Score -349271 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -349347.218750 Penalty: 2850.645020
	Iteration 13Q: 3 clusters Score -349347.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -349430.093750 Penalty: 2850.645020
	Iteration 14Q: 3 clusters Score -349430.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -349499.000000 Penalty: 2850.645020
	Iteration 15Q: 3 clusters Score -349499 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -349539.343750 Penalty: 2850.645020
	Iteration 16Q: 3 clusters Score -349539.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -349560.062500 Penalty: 2850.645020
	Iteration 17Q: 3 clusters Score -349560.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -349573.593750 Penalty: 2850.645020
	Iteration 18Q: 3 clusters Score -349573.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -349584.656250 Penalty: 2850.645020
	Iteration 19Q: 3 clusters Score -349584.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -349591.406250 Penalty: 2850.645020
	Iteration 20F: 3 clusters Score -349591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -349595.437500 Penalty: 2850.645020
	Iteration 21Q: 3 clusters Score -349595.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -349597.312500 Penalty: 2850.645020
	Iteration 22Q: 3 clusters Score -349597.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -349599.687500 Penalty: 2850.645020
	Iteration 23Q: 3 clusters Score -349599.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -349602.125000 Penalty: 2850.645020
	Iteration 24Q: 3 clusters Score -349602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -349603.531250 Penalty: 2850.645020
	Iteration 25Q: 3 clusters Score -349603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -349603.906250 Penalty: 2850.645020
	Iteration 26Q: 3 clusters Score -349603.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -349605.625000 Penalty: 2850.645020
	Iteration 27Q: 3 clusters Score -349605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -349606.968750 Penalty: 2850.645020
	Iteration 28Q: 3 clusters Score -349607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -349607.968750 Penalty: 2850.645020
	Iteration 29Q: 3 clusters Score -349608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -349609.125000 Penalty: 2850.645020
	Iteration 30Q: 3 clusters Score -349609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -349610.906250 Penalty: 2850.645020
	Iteration 31Q: 3 clusters Score -349610.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -349611.437500 Penalty: 2850.645020
	Iteration 32Q: 3 clusters Score -349611.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -349611.437500 Penalty: 2850.645020
	Iteration 33F: 3 clusters Score -349611.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Entering Unmasked Estep 
Score: -234778.296875 Penalty: 1348.916626
	Iteration 0F: 2 clusters Score -234778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -231369.015625 Penalty: 2697.833252
	Iteration 0F: 3 clusters Score -231369 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -232275.937500 Penalty: 2697.833252
	Iteration 1F: 3 clusters Score -232275.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -232455.343750 Penalty: 2697.833252
	Iteration 2F: 3 clusters Score -232455.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -232593.625000 Penalty: 2697.833252
	Iteration 3F: 3 clusters Score -232593.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -232692.093750 Penalty: 2697.833252
	Iteration 4Q: 3 clusters Score -232692.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -232787.125000 Penalty: 2697.833252
	Iteration 5Q: 3 clusters Score -232787.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -232895.765625 Penalty: 2697.833252
	Iteration 6Q: 3 clusters Score -232895.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -232960.312500 Penalty: 2697.833252
	Iteration 7Q: 3 clusters Score -232960.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -233005.500000 Penalty: 2697.833252
	Iteration 8Q: 3 clusters Score -233005.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -233040.843750 Penalty: 2697.833252
	Iteration 9Q: 3 clusters Score -233040.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -233073.343750 Penalty: 2697.833252
	Iteration 10Q: 3 clusters Score -233073.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -233098.781250 Penalty: 2697.833252
	Iteration 11Q: 3 clusters Score -233098.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -233124.515625 Penalty: 2697.833252
	Iteration 12Q: 3 clusters Score -233124.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -233155.437500 Penalty: 2697.833252
	Iteration 13Q: 3 clusters Score -233155.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -233198.203125 Penalty: 2697.833252
	Iteration 14Q: 3 clusters Score -233198.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -233251.875000 Penalty: 2697.833252
	Iteration 15Q: 3 clusters Score -233251.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -233295.968750 Penalty: 2697.833252
	Iteration 16Q: 3 clusters Score -233296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -233330.812500 Penalty: 2697.833252
	Iteration 17Q: 3 clusters Score -233330.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -233403.609375 Penalty: 2697.833252
	Iteration 18Q: 3 clusters Score -233403.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -233478.718750 Penalty: 2697.833252
	Iteration 19Q: 3 clusters Score -233478.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -233553.687500 Penalty: 2697.833252
	Iteration 20F: 3 clusters Score -233553.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -233613.953125 Penalty: 2697.833252
	Iteration 21Q: 3 clusters Score -233614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -233666.953125 Penalty: 2697.833252
	Iteration 22Q: 3 clusters Score -233667 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -233719.218750 Penalty: 2697.833252
	Iteration 23Q: 3 clusters Score -233719.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -233768.171875 Penalty: 2697.833252
	Iteration 24Q: 3 clusters Score -233768.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -233812.781250 Penalty: 2697.833252
	Iteration 25Q: 3 clusters Score -233812.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -233852.234375 Penalty: 2697.833252
	Iteration 26Q: 3 clusters Score -233852.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -233882.078125 Penalty: 2697.833252
	Iteration 27Q: 3 clusters Score -233882.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -233899.875000 Penalty: 2697.833252
	Iteration 28Q: 3 clusters Score -233899.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -233913.125000 Penalty: 2697.833252
	Iteration 29Q: 3 clusters Score -233913.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -233924.718750 Penalty: 2697.833252
	Iteration 30Q: 3 clusters Score -233924.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -233932.515625 Penalty: 2697.833252
	Iteration 31Q: 3 clusters Score -233932.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -233939.265625 Penalty: 2697.833252
	Iteration 32Q: 3 clusters Score -233939.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -233945.906250 Penalty: 2697.833252
	Iteration 33Q: 3 clusters Score -233945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -233949.578125 Penalty: 2697.833252
	Iteration 34Q: 3 clusters Score -233949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -233954.500000 Penalty: 2697.833252
	Iteration 35Q: 3 clusters Score -233954.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -233958.843750 Penalty: 2697.833252
	Iteration 36Q: 3 clusters Score -233958.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -233963.812500 Penalty: 2697.833252
	Iteration 37Q: 3 clusters Score -233963.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -233969.531250 Penalty: 2697.833252
	Iteration 38Q: 3 clusters Score -233969.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -233974.843750 Penalty: 2697.833252
	Iteration 39Q: 3 clusters Score -233974.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -233980.203125 Penalty: 2697.833252
	Iteration 40F: 3 clusters Score -233980.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -233982.953125 Penalty: 2697.833252
	Iteration 41Q: 3 clusters Score -233983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -233985.093750 Penalty: 2697.833252
	Iteration 42Q: 3 clusters Score -233985.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -233987.078125 Penalty: 2697.833252
	Iteration 43Q: 3 clusters Score -233987.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -233989.812500 Penalty: 2697.833252
	Iteration 44Q: 3 clusters Score -233989.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -233994.781250 Penalty: 2697.833252
	Iteration 45Q: 3 clusters Score -233994.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -233998.812500 Penalty: 2697.833252
	Iteration 46Q: 3 clusters Score -233998.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -234001.640625 Penalty: 2697.833252
	Iteration 47Q: 3 clusters Score -234001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -234004.859375 Penalty: 2697.833252
	Iteration 48Q: 3 clusters Score -234004.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -234009.015625 Penalty: 2697.833252
	Iteration 49Q: 3 clusters Score -234009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -234014.500000 Penalty: 2697.833252
	Iteration 50Q: 3 clusters Score -234014.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234017.015625 Penalty: 2697.833252
	Iteration 51Q: 3 clusters Score -234017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -234019.671875 Penalty: 2697.833252
	Iteration 52Q: 3 clusters Score -234019.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -234020.156250 Penalty: 2697.833252
	Iteration 53Q: 3 clusters Score -234020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -234020.781250 Penalty: 2697.833252
	Iteration 54Q: 3 clusters Score -234020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -234020.984375 Penalty: 2697.833252
	Iteration 55Q: 3 clusters Score -234021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -234021.234375 Penalty: 2697.833252
	Iteration 56Q: 3 clusters Score -234021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234021.625000 Penalty: 2697.833252
	Iteration 57Q: 3 clusters Score -234021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234021.640625 Penalty: 2697.833252
	Iteration 58Q: 3 clusters Score -234021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234021.640625 Penalty: 2697.833252
	Iteration 59F: 3 clusters Score -234021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 13942 members 
Mstep: Class 6 contains 5407 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 18766 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 141603 members 
Mstep: Class 12 contains 44244 members 
Mstep: Class 13 contains 6078 members 
Mstep: Class 14 contains 14938 members 
Mstep: Class 15 contains 89595 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 36424 members 
Mstep: Class 21 contains 4789 members 
Mstep: Class 22 contains 10764 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41316 members 
Mstep: Class 25 contains 18426 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145364.000000 Penalty: 62879.636719
Iteration 119Q: 30 clusters Score -3.414536e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105206 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 5341 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 18777 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 141905 members 
Mstep: Class 12 contains 44283 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 14941 members 
Mstep: Class 15 contains 89586 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 11244 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 36426 members 
Mstep: Class 21 contains 4789 members 
Mstep: Class 22 contains 10770 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41327 members 
Mstep: Class 25 contains 18428 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 4029 members 
Mstep: Class 29 contains 8323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146100.000000 Penalty: 62879.636719
Iteration 120F: 30 clusters Score -3.41461e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105260 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 14067 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 18747 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 141553 members 
Mstep: Class 12 contains 44219 members 
Mstep: Class 13 contains 6101 members 
Mstep: Class 14 contains 14944 members 
Mstep: Class 15 contains 89582 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 36426 members 
Mstep: Class 21 contains 4794 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 18429 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 4030 members 
Mstep: Class 29 contains 8724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146316.000000 Penalty: 62879.636719
Iteration 121Q: 30 clusters Score -3.414632e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105287 members 
Mstep: Class 4 contains 8227 members 
Mstep: Class 5 contains 14094 members 
Mstep: Class 6 contains 5235 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 18735 members 
Mstep: Class 9 contains 1732 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 141348 members 
Mstep: Class 12 contains 44192 members 
Mstep: Class 13 contains 6124 members 
Mstep: Class 14 contains 14951 members 
Mstep: Class 15 contains 89564 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 11175 members 
Mstep: Class 19 contains 7780 members 
Mstep: Class 20 contains 36429 members 
Mstep: Class 21 contains 4796 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41324 members 
Mstep: Class 25 contains 18428 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 8891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146352.000000 Penalty: 62879.636719
Iteration 122Q: 30 clusters Score -3.414635e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 105308 members 
Mstep: Class 4 contains 8268 members 
Mstep: Class 5 contains 14118 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18730 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 141187 members 
Mstep: Class 12 contains 44139 members 
Mstep: Class 13 contains 6146 members 
Mstep: Class 14 contains 14958 members 
Mstep: Class 15 contains 89543 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 18 contains 11167 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 36426 members 
Mstep: Class 21 contains 4794 members 
Mstep: Class 22 contains 10782 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18433 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6448 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 8983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146340.000000 Penalty: 62879.636719
Iteration 123Q: 30 clusters Score -3.414634e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105306 members 
Mstep: Class 4 contains 8304 members 
Mstep: Class 5 contains 14146 members 
Mstep: Class 6 contains 5189 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18733 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 141054 members 
Mstep: Class 12 contains 44118 members 
Mstep: Class 13 contains 6161 members 
Mstep: Class 14 contains 14962 members 
Mstep: Class 15 contains 89527 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 18 contains 11158 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 36421 members 
Mstep: Class 21 contains 4799 members 
Mstep: Class 22 contains 10778 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41333 members 
Mstep: Class 25 contains 18436 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6449 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146332.000000 Penalty: 62879.636719
Iteration 124Q: 30 clusters Score -3.414633e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105312 members 
Mstep: Class 4 contains 8309 members 
Mstep: Class 5 contains 14172 members 
Mstep: Class 6 contains 5168 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18735 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 140950 members 
Mstep: Class 12 contains 44099 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 14968 members 
Mstep: Class 15 contains 89507 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 18 contains 11156 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 36422 members 
Mstep: Class 21 contains 4802 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41331 members 
Mstep: Class 25 contains 18437 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6450 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146316.000000 Penalty: 62879.636719
Iteration 125Q: 30 clusters Score -3.414632e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105327 members 
Mstep: Class 4 contains 8329 members 
Mstep: Class 5 contains 14179 members 
Mstep: Class 6 contains 5153 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18737 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 140876 members 
Mstep: Class 12 contains 44070 members 
Mstep: Class 13 contains 6192 members 
Mstep: Class 14 contains 14977 members 
Mstep: Class 15 contains 89495 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 18 contains 11146 members 
Mstep: Class 19 contains 7790 members 
Mstep: Class 20 contains 36423 members 
Mstep: Class 21 contains 4801 members 
Mstep: Class 22 contains 10773 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18438 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6453 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146408.000000 Penalty: 62879.636719
Iteration 126Q: 30 clusters Score -3.414641e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105336 members 
Mstep: Class 4 contains 8352 members 
Mstep: Class 5 contains 14187 members 
Mstep: Class 6 contains 5136 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140806 members 
Mstep: Class 12 contains 44036 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 14983 members 
Mstep: Class 15 contains 89488 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 11139 members 
Mstep: Class 19 contains 7795 members 
Mstep: Class 20 contains 36428 members 
Mstep: Class 21 contains 4803 members 
Mstep: Class 22 contains 10769 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41334 members 
Mstep: Class 25 contains 18439 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146500.000000 Penalty: 62879.636719
Iteration 127Q: 30 clusters Score -3.41465e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105340 members 
Mstep: Class 4 contains 8374 members 
Mstep: Class 5 contains 14196 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140749 members 
Mstep: Class 12 contains 44016 members 
Mstep: Class 13 contains 6226 members 
Mstep: Class 14 contains 14989 members 
Mstep: Class 15 contains 89472 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 7798 members 
Mstep: Class 20 contains 36430 members 
Mstep: Class 21 contains 4805 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 18441 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6458 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146400.000000 Penalty: 62879.636719
Iteration 128Q: 30 clusters Score -3.41464e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105344 members 
Mstep: Class 4 contains 8383 members 
Mstep: Class 5 contains 14202 members 
Mstep: Class 6 contains 5092 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 18740 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140701 members 
Mstep: Class 12 contains 43993 members 
Mstep: Class 13 contains 6249 members 
Mstep: Class 14 contains 14995 members 
Mstep: Class 15 contains 89463 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 7801 members 
Mstep: Class 20 contains 36428 members 
Mstep: Class 21 contains 4804 members 
Mstep: Class 22 contains 10764 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 41338 members 
Mstep: Class 25 contains 18444 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6456 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146412.000000 Penalty: 62879.636719
Iteration 129Q: 30 clusters Score -3.414641e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105353 members 
Mstep: Class 4 contains 8401 members 
Mstep: Class 5 contains 14216 members 
Mstep: Class 6 contains 5080 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 18741 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140650 members 
Mstep: Class 12 contains 43971 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 15001 members 
Mstep: Class 15 contains 89450 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 7803 members 
Mstep: Class 20 contains 36428 members 
Mstep: Class 21 contains 4806 members 
Mstep: Class 22 contains 10765 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41339 members 
Mstep: Class 25 contains 18448 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6454 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146376.000000 Penalty: 62879.636719
Iteration 130Q: 30 clusters Score -3.414638e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105366 members 
Mstep: Class 4 contains 8420 members 
Mstep: Class 5 contains 14227 members 
Mstep: Class 6 contains 5076 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140616 members 
Mstep: Class 12 contains 43954 members 
Mstep: Class 13 contains 6267 members 
Mstep: Class 14 contains 15008 members 
Mstep: Class 15 contains 89434 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 7805 members 
Mstep: Class 20 contains 36429 members 
Mstep: Class 21 contains 4801 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41337 members 
Mstep: Class 25 contains 18448 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146444.000000 Penalty: 62879.636719
Iteration 131Q: 30 clusters Score -3.414644e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105369 members 
Mstep: Class 4 contains 8443 members 
Mstep: Class 5 contains 14231 members 
Mstep: Class 6 contains 5066 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 18741 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140588 members 
Mstep: Class 12 contains 43921 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 15015 members 
Mstep: Class 15 contains 89422 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4409 members 
Mstep: Class 18 contains 11105 members 
Mstep: Class 19 contains 7805 members 
Mstep: Class 20 contains 36432 members 
Mstep: Class 21 contains 4802 members 
Mstep: Class 22 contains 10775 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41339 members 
Mstep: Class 25 contains 18450 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146432.000000 Penalty: 62879.636719
Iteration 132Q: 30 clusters Score -3.414643e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105371 members 
Mstep: Class 4 contains 8464 members 
Mstep: Class 5 contains 14238 members 
Mstep: Class 6 contains 5057 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 18737 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140560 members 
Mstep: Class 12 contains 43891 members 
Mstep: Class 13 contains 6311 members 
Mstep: Class 14 contains 15023 members 
Mstep: Class 15 contains 89409 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4411 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7804 members 
Mstep: Class 20 contains 36436 members 
Mstep: Class 21 contains 4805 members 
Mstep: Class 22 contains 10776 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41338 members 
Mstep: Class 25 contains 18448 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146428.000000 Penalty: 62879.636719
Iteration 133Q: 30 clusters Score -3.414643e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105379 members 
Mstep: Class 4 contains 8481 members 
Mstep: Class 5 contains 14244 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140534 members 
Mstep: Class 12 contains 43871 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 15031 members 
Mstep: Class 15 contains 89400 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 18 contains 11086 members 
Mstep: Class 19 contains 7804 members 
Mstep: Class 20 contains 36437 members 
Mstep: Class 21 contains 4810 members 
Mstep: Class 22 contains 10775 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 41338 members 
Mstep: Class 25 contains 18447 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146528.000000 Penalty: 62879.636719
Iteration 134Q: 30 clusters Score -3.414653e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105379 members 
Mstep: Class 4 contains 8493 members 
Mstep: Class 5 contains 14245 members 
Mstep: Class 6 contains 5035 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 18734 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140518 members 
Mstep: Class 12 contains 43836 members 
Mstep: Class 13 contains 6337 members 
Mstep: Class 14 contains 15040 members 
Mstep: Class 15 contains 89397 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4419 members 
Mstep: Class 18 contains 11086 members 
Mstep: Class 19 contains 7806 members 
Mstep: Class 20 contains 36443 members 
Mstep: Class 21 contains 4815 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 41333 members 
Mstep: Class 25 contains 18447 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6456 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146540.000000 Penalty: 62879.636719
Iteration 135Q: 30 clusters Score -3.414654e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 105386 members 
Mstep: Class 4 contains 8507 members 
Mstep: Class 5 contains 14247 members 
Mstep: Class 6 contains 5031 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140493 members 
Mstep: Class 12 contains 43799 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 15043 members 
Mstep: Class 15 contains 89395 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 11079 members 
Mstep: Class 19 contains 7808 members 
Mstep: Class 20 contains 36448 members 
Mstep: Class 21 contains 4819 members 
Mstep: Class 22 contains 10784 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18450 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6456 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146596.000000 Penalty: 62879.636719
Iteration 136Q: 30 clusters Score -3.41466e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 105393 members 
Mstep: Class 4 contains 8525 members 
Mstep: Class 5 contains 14250 members 
Mstep: Class 6 contains 5025 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18734 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140466 members 
Mstep: Class 12 contains 43774 members 
Mstep: Class 13 contains 6351 members 
Mstep: Class 14 contains 15045 members 
Mstep: Class 15 contains 89399 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 11067 members 
Mstep: Class 19 contains 7812 members 
Mstep: Class 20 contains 36448 members 
Mstep: Class 21 contains 4817 members 
Mstep: Class 22 contains 10784 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 41334 members 
Mstep: Class 25 contains 18456 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6456 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146492.000000 Penalty: 62879.636719
Iteration 137Q: 30 clusters Score -3.414649e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 105401 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 5021 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18735 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140436 members 
Mstep: Class 12 contains 43748 members 
Mstep: Class 13 contains 6368 members 
Mstep: Class 14 contains 15044 members 
Mstep: Class 15 contains 89396 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 11060 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 36449 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 10782 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 18462 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146624.000000 Penalty: 62879.636719
Iteration 138Q: 30 clusters Score -3.414662e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105410 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14256 members 
Mstep: Class 6 contains 5017 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18734 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140407 members 
Mstep: Class 12 contains 43724 members 
Mstep: Class 13 contains 6395 members 
Mstep: Class 14 contains 15047 members 
Mstep: Class 15 contains 89388 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 11052 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 36452 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41334 members 
Mstep: Class 25 contains 18467 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146536.000000 Penalty: 62879.636719
Iteration 139Q: 30 clusters Score -3.414654e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105416 members 
Mstep: Class 4 contains 8550 members 
Mstep: Class 5 contains 14259 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140386 members 
Mstep: Class 12 contains 43699 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 15050 members 
Mstep: Class 15 contains 89378 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 11041 members 
Mstep: Class 19 contains 7831 members 
Mstep: Class 20 contains 36451 members 
Mstep: Class 21 contains 4818 members 
Mstep: Class 22 contains 10772 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41331 members 
Mstep: Class 25 contains 18468 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 9403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146568.000000 Penalty: 62879.636719
Iteration 140F: 30 clusters Score -3.414657e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105424 members 
Mstep: Class 4 contains 8547 members 
Mstep: Class 5 contains 14261 members 
Mstep: Class 6 contains 5018 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 18738 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140374 members 
Mstep: Class 12 contains 43690 members 
Mstep: Class 13 contains 6457 members 
Mstep: Class 14 contains 15049 members 
Mstep: Class 15 contains 89359 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 7838 members 
Mstep: Class 20 contains 36450 members 
Mstep: Class 21 contains 4818 members 
Mstep: Class 22 contains 10762 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 18468 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146552.000000 Penalty: 62879.636719
Iteration 141Q: 30 clusters Score -3.414655e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105435 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 14263 members 
Mstep: Class 6 contains 5013 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 18737 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140358 members 
Mstep: Class 12 contains 43682 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 15052 members 
Mstep: Class 15 contains 89342 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 11030 members 
Mstep: Class 19 contains 7844 members 
Mstep: Class 20 contains 36449 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 10760 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41339 members 
Mstep: Class 25 contains 18468 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146548.000000 Penalty: 62879.636719
Iteration 142Q: 30 clusters Score -3.414655e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105442 members 
Mstep: Class 4 contains 8547 members 
Mstep: Class 5 contains 14265 members 
Mstep: Class 6 contains 5011 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 18733 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140341 members 
Mstep: Class 12 contains 43680 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 15057 members 
Mstep: Class 15 contains 89324 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 11028 members 
Mstep: Class 19 contains 7846 members 
Mstep: Class 20 contains 36448 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 10754 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41339 members 
Mstep: Class 25 contains 18468 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146620.000000 Penalty: 62879.636719
Iteration 143Q: 30 clusters Score -3.414662e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105444 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 14270 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 18734 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140327 members 
Mstep: Class 12 contains 43667 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 15058 members 
Mstep: Class 15 contains 89315 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 11025 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 36448 members 
Mstep: Class 21 contains 4829 members 
Mstep: Class 22 contains 10754 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41334 members 
Mstep: Class 25 contains 18468 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146608.000000 Penalty: 62879.636719
Iteration 144Q: 30 clusters Score -3.414661e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105447 members 
Mstep: Class 4 contains 8558 members 
Mstep: Class 5 contains 14272 members 
Mstep: Class 6 contains 5000 members 
Mstep: Class 7 contains 1596 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140304 members 
Mstep: Class 12 contains 43658 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 15060 members 
Mstep: Class 15 contains 89299 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 11029 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 36445 members 
Mstep: Class 21 contains 4831 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 18469 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146588.000000 Penalty: 62879.636719
Iteration 145Q: 30 clusters Score -3.414659e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105449 members 
Mstep: Class 4 contains 8557 members 
Mstep: Class 5 contains 14272 members 
Mstep: Class 6 contains 4999 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140291 members 
Mstep: Class 12 contains 43645 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 15061 members 
Mstep: Class 15 contains 89291 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11029 members 
Mstep: Class 19 contains 7860 members 
Mstep: Class 20 contains 36446 members 
Mstep: Class 21 contains 4831 members 
Mstep: Class 22 contains 10755 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41333 members 
Mstep: Class 25 contains 18467 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146612.000000 Penalty: 62879.636719
Iteration 146Q: 30 clusters Score -3.414661e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105461 members 
Mstep: Class 4 contains 8556 members 
Mstep: Class 5 contains 14273 members 
Mstep: Class 6 contains 4998 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 18735 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140280 members 
Mstep: Class 12 contains 43629 members 
Mstep: Class 13 contains 6548 members 
Mstep: Class 14 contains 15063 members 
Mstep: Class 15 contains 89285 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 11027 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 36444 members 
Mstep: Class 21 contains 4831 members 
Mstep: Class 22 contains 10753 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 18470 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6456 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146624.000000 Penalty: 62879.636719
Iteration 147Q: 30 clusters Score -3.414662e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105461 members 
Mstep: Class 4 contains 8555 members 
Mstep: Class 5 contains 14282 members 
Mstep: Class 6 contains 4995 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140275 members 
Mstep: Class 12 contains 43609 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 15068 members 
Mstep: Class 15 contains 89266 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11026 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 36447 members 
Mstep: Class 21 contains 4831 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 41337 members 
Mstep: Class 25 contains 18472 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6456 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146704.000000 Penalty: 62879.636719
Iteration 148Q: 30 clusters Score -3.41467e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105463 members 
Mstep: Class 4 contains 8554 members 
Mstep: Class 5 contains 14290 members 
Mstep: Class 6 contains 4993 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 18738 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140267 members 
Mstep: Class 12 contains 43593 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 15073 members 
Mstep: Class 15 contains 89246 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11022 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 36449 members 
Mstep: Class 21 contains 4832 members 
Mstep: Class 22 contains 10750 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18475 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146708.000000 Penalty: 62879.636719
Iteration 149Q: 30 clusters Score -3.414671e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105472 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 14292 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 140256 members 
Mstep: Class 12 contains 43575 members 
Mstep: Class 13 contains 6619 members 
Mstep: Class 14 contains 15078 members 
Mstep: Class 15 contains 89233 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11018 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 36452 members 
Mstep: Class 21 contains 4834 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18475 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6460 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146716.000000 Penalty: 62879.636719
Iteration 150Q: 30 clusters Score -3.414672e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105477 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 14294 members 
Mstep: Class 6 contains 4991 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 140252 members 
Mstep: Class 12 contains 43556 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 15086 members 
Mstep: Class 15 contains 89217 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11016 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 36453 members 
Mstep: Class 21 contains 4834 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41317 members 
Mstep: Class 25 contains 18478 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146684.000000 Penalty: 62879.636719
Iteration 151Q: 30 clusters Score -3.414668e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105480 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 14296 members 
Mstep: Class 6 contains 4991 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140241 members 
Mstep: Class 12 contains 43540 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 15092 members 
Mstep: Class 15 contains 89200 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11016 members 
Mstep: Class 19 contains 7860 members 
Mstep: Class 20 contains 36454 members 
Mstep: Class 21 contains 4835 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41312 members 
Mstep: Class 25 contains 18485 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146708.000000 Penalty: 62879.636719
Iteration 152Q: 30 clusters Score -3.414671e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105487 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 14297 members 
Mstep: Class 6 contains 4988 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18737 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140229 members 
Mstep: Class 12 contains 43519 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 15096 members 
Mstep: Class 15 contains 89182 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11018 members 
Mstep: Class 19 contains 7860 members 
Mstep: Class 20 contains 36456 members 
Mstep: Class 21 contains 4836 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41310 members 
Mstep: Class 25 contains 18491 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146696.000000 Penalty: 62879.636719
Iteration 153Q: 30 clusters Score -3.41467e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105486 members 
Mstep: Class 4 contains 8555 members 
Mstep: Class 5 contains 14297 members 
Mstep: Class 6 contains 4988 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18737 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140219 members 
Mstep: Class 12 contains 43504 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 15100 members 
Mstep: Class 15 contains 89166 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 7861 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4834 members 
Mstep: Class 22 contains 10754 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41314 members 
Mstep: Class 25 contains 18493 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146704.000000 Penalty: 62879.636719
Iteration 154Q: 30 clusters Score -3.41467e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105497 members 
Mstep: Class 4 contains 8554 members 
Mstep: Class 5 contains 14299 members 
Mstep: Class 6 contains 4986 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18737 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140216 members 
Mstep: Class 12 contains 43492 members 
Mstep: Class 13 contains 6753 members 
Mstep: Class 14 contains 15097 members 
Mstep: Class 15 contains 89145 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11018 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 36459 members 
Mstep: Class 21 contains 4836 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41317 members 
Mstep: Class 25 contains 18493 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146768.000000 Penalty: 62879.636719
Iteration 155Q: 30 clusters Score -3.414677e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105499 members 
Mstep: Class 4 contains 8553 members 
Mstep: Class 5 contains 14301 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18740 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140213 members 
Mstep: Class 12 contains 43467 members 
Mstep: Class 13 contains 6777 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 15 contains 89132 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11021 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41317 members 
Mstep: Class 25 contains 18496 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146752.000000 Penalty: 62879.636719
Iteration 156Q: 30 clusters Score -3.414675e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105498 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 14304 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18740 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140206 members 
Mstep: Class 12 contains 43454 members 
Mstep: Class 13 contains 6806 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 15 contains 89113 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 36461 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 10750 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41320 members 
Mstep: Class 25 contains 18500 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146732.000000 Penalty: 62879.636719
Iteration 157Q: 30 clusters Score -3.414673e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105506 members 
Mstep: Class 4 contains 8551 members 
Mstep: Class 5 contains 14304 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18741 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140201 members 
Mstep: Class 12 contains 43440 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 15 contains 89101 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 11023 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 36462 members 
Mstep: Class 21 contains 4838 members 
Mstep: Class 22 contains 10745 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41323 members 
Mstep: Class 25 contains 18503 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146744.000000 Penalty: 62879.636719
Iteration 158Q: 30 clusters Score -3.414674e+07 nChanged 96
Entering ConstructFrom: 
Score: -34146744.000000 Penalty: 62879.636719
Entering ConstructFrom: 
Trying to split cluster 1 (5880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Entering Unmasked Estep 
Score: -318023.812500 Penalty: 1410.388184
	Iteration 0F: 2 clusters Score -318023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -313460.156250 Penalty: 2820.776367
	Iteration 0F: 3 clusters Score -313460.2 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -314887.843750 Penalty: 2820.776367
	Iteration 1F: 3 clusters Score -314887.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -315295.843750 Penalty: 2820.776367
	Iteration 2F: 3 clusters Score -315295.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -315716.843750 Penalty: 2820.776367
	Iteration 3F: 3 clusters Score -315716.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -316160.125000 Penalty: 2820.776367
	Iteration 4F: 3 clusters Score -316160.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -316515.562500 Penalty: 2820.776367
	Iteration 5F: 3 clusters Score -316515.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -316779.718750 Penalty: 2820.776367
	Iteration 6F: 3 clusters Score -316779.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -316971.750000 Penalty: 2820.776367
	Iteration 7Q: 3 clusters Score -316971.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -317102.125000 Penalty: 2820.776367
	Iteration 8Q: 3 clusters Score -317102.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -317180.656250 Penalty: 2820.776367
	Iteration 9Q: 3 clusters Score -317180.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -317240.843750 Penalty: 2820.776367
	Iteration 10Q: 3 clusters Score -317240.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -317291.687500 Penalty: 2820.776367
	Iteration 11Q: 3 clusters Score -317291.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -317341.687500 Penalty: 2820.776367
	Iteration 12Q: 3 clusters Score -317341.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -317386.281250 Penalty: 2820.776367
	Iteration 13Q: 3 clusters Score -317386.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -317423.437500 Penalty: 2820.776367
	Iteration 14Q: 3 clusters Score -317423.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -317451.812500 Penalty: 2820.776367
	Iteration 15Q: 3 clusters Score -317451.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -317473.375000 Penalty: 2820.776367
	Iteration 16Q: 3 clusters Score -317473.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -317480.750000 Penalty: 2820.776367
	Iteration 17Q: 3 clusters Score -317480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -317482.531250 Penalty: 2820.776367
	Iteration 18Q: 3 clusters Score -317482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -317483.687500 Penalty: 2820.776367
	Iteration 19Q: 3 clusters Score -317483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -317485.843750 Penalty: 2820.776367
	Iteration 20F: 3 clusters Score -317485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -317487.125000 Penalty: 2820.776367
	Iteration 21Q: 3 clusters Score -317487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -317487.593750 Penalty: 2820.776367
	Iteration 22Q: 3 clusters Score -317487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -317487.875000 Penalty: 2820.776367
	Iteration 23Q: 3 clusters Score -317487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -317488.812500 Penalty: 2820.776367
	Iteration 24Q: 3 clusters Score -317488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -317490.000000 Penalty: 2820.776367
	Iteration 25Q: 3 clusters Score -317490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -317489.687500 Penalty: 2820.776367
	Iteration 26Q: 3 clusters Score -317489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -317489.687500 Penalty: 2820.776367
	Iteration 27F: 3 clusters Score -317489.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -100064.757812 Penalty: 1227.749512
	Iteration 0F: 2 clusters Score -100064.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -98061.070312 Penalty: 2455.499023
	Iteration 0F: 3 clusters Score -98061.07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -98547.531250 Penalty: 2455.499023
	Iteration 1F: 3 clusters Score -98547.53 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -98692.039062 Penalty: 2455.499023
	Iteration 2F: 3 clusters Score -98692.04 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -98789.273438 Penalty: 2455.499023
	Iteration 3F: 3 clusters Score -98789.27 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -98903.195312 Penalty: 2455.499023
	Iteration 4Q: 3 clusters Score -98903.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -99045.546875 Penalty: 2455.499023
	Iteration 5Q: 3 clusters Score -99045.55 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -99240.601562 Penalty: 2455.499023
	Iteration 6F: 3 clusters Score -99240.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -99418.796875 Penalty: 2455.499023
	Iteration 7F: 3 clusters Score -99418.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -99602.179688 Penalty: 2455.499023
	Iteration 8F: 3 clusters Score -99602.18 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99803.132812 Penalty: 2455.499023
	Iteration 9Q: 3 clusters Score -99803.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99896.648438 Penalty: 2455.499023
	Iteration 10Q: 3 clusters Score -99896.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99951.968750 Penalty: 2455.499023
	Iteration 11Q: 3 clusters Score -99951.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -99975.375000 Penalty: 2455.499023
	Iteration 12Q: 3 clusters Score -99975.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -99989.546875 Penalty: 2455.499023
	Iteration 13Q: 3 clusters Score -99989.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -99997.328125 Penalty: 2455.499023
	Iteration 14Q: 3 clusters Score -99997.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -100006.593750 Penalty: 2455.499023
	Iteration 15Q: 3 clusters Score -100006.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -100009.851562 Penalty: 2455.499023
	Iteration 16Q: 3 clusters Score -100009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -100013.750000 Penalty: 2455.499023
	Iteration 17Q: 3 clusters Score -100013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -100019.125000 Penalty: 2455.499023
	Iteration 18Q: 3 clusters Score -100019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -100023.546875 Penalty: 2455.499023
	Iteration 19Q: 3 clusters Score -100023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -100027.656250 Penalty: 2455.499023
	Iteration 20F: 3 clusters Score -100027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -100029.820312 Penalty: 2455.499023
	Iteration 21Q: 3 clusters Score -100029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -100030.945312 Penalty: 2455.499023
	Iteration 22Q: 3 clusters Score -100030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -100031.234375 Penalty: 2455.499023
	Iteration 23Q: 3 clusters Score -100031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -100032.804688 Penalty: 2455.499023
	Iteration 24Q: 3 clusters Score -100032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -100032.804688 Penalty: 2455.499023
	Iteration 25F: 3 clusters Score -100032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105513 members 
Entering Unmasked Estep 
Score: -6298561.500000 Penalty: 1879.570801
	Iteration 0F: 2 clusters Score -6298562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -6227959.000000 Penalty: 3759.141602
	Iteration 0F: 3 clusters Score -6227959 nChanged 50589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -6257938.500000 Penalty: 3759.141602
	Iteration 1F: 3 clusters Score -6257938 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -6260042.500000 Penalty: 3759.141602
	Iteration 2Q: 3 clusters Score -6260042 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -6263590.000000 Penalty: 3759.141602
	Iteration 3F: 3 clusters Score -6263590 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -6268495.500000 Penalty: 3759.141602
	Iteration 4F: 3 clusters Score -6268496 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -6274209.500000 Penalty: 3759.141602
	Iteration 5F: 3 clusters Score -6274210 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -6279753.000000 Penalty: 3759.141602
	Iteration 6F: 3 clusters Score -6279753 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -6284747.000000 Penalty: 3759.141602
	Iteration 7F: 3 clusters Score -6284747 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -6289120.000000 Penalty: 3759.141602
	Iteration 8Q: 3 clusters Score -6289120 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 100237 members 
Entering Unmasked Estep 
Score: -6292625.500000 Penalty: 3759.141602
	Iteration 9Q: 3 clusters Score -6292626 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 102806 members 
Entering Unmasked Estep 
Score: -6294886.000000 Penalty: 3759.141602
	Iteration 10Q: 3 clusters Score -6294886 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -6295954.500000 Penalty: 3759.141602
	Iteration 11Q: 3 clusters Score -6295954 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 104724 members 
Entering Unmasked Estep 
Score: -6296450.000000 Penalty: 3759.141602
	Iteration 12Q: 3 clusters Score -6296450 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 104965 members 
Entering Unmasked Estep 
Score: -6296682.500000 Penalty: 3759.141602
	Iteration 13Q: 3 clusters Score -6296682 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 105059 members 
Entering Unmasked Estep 
Score: -6296802.000000 Penalty: 3759.141602
	Iteration 14Q: 3 clusters Score -6296802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 105110 members 
Entering Unmasked Estep 
Score: -6296863.000000 Penalty: 3759.141602
	Iteration 15Q: 3 clusters Score -6296863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -6296896.000000 Penalty: 3759.141602
	Iteration 16Q: 3 clusters Score -6296896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -6296915.000000 Penalty: 3759.141602
	Iteration 17Q: 3 clusters Score -6296915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 105149 members 
Entering Unmasked Estep 
Score: -6296925.000000 Penalty: 3759.141602
	Iteration 18Q: 3 clusters Score -6296925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 105161 members 
Entering Unmasked Estep 
Score: -6296933.000000 Penalty: 3759.141602
	Iteration 19Q: 3 clusters Score -6296933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 105167 members 
Entering Unmasked Estep 
Score: -6296945.000000 Penalty: 3759.141602
	Iteration 20F: 3 clusters Score -6296945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -6296944.500000 Penalty: 3759.141602
	Iteration 21Q: 3 clusters Score -6296944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -6296943.500000 Penalty: 3759.141602
	Iteration 22Q: 3 clusters Score -6296944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 105180 members 
Entering Unmasked Estep 
Score: -6296950.500000 Penalty: 3759.141602
	Iteration 23Q: 3 clusters Score -6296950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 105180 members 
Entering Unmasked Estep 
Score: -6296958.000000 Penalty: 3759.141602
	Iteration 24Q: 3 clusters Score -6296958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 105180 members 
Entering Unmasked Estep 
Score: -6296969.000000 Penalty: 3759.141602
	Iteration 25Q: 3 clusters Score -6296969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -6296974.500000 Penalty: 3759.141602
	Iteration 26Q: 3 clusters Score -6296974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 105184 members 
Entering Unmasked Estep 
Score: -6296973.000000 Penalty: 3759.141602
	Iteration 27Q: 3 clusters Score -6296973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -6296976.500000 Penalty: 3759.141602
	Iteration 28Q: 3 clusters Score -6296976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -6296980.500000 Penalty: 3759.141602
	Iteration 29Q: 3 clusters Score -6296980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -6296980.500000 Penalty: 3759.141602
	Iteration 30Q: 3 clusters Score -6296980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -6296983.000000 Penalty: 3759.141602
	Iteration 31Q: 3 clusters Score -6296983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
Score: -6296983.500000 Penalty: 3759.141602
	Iteration 32Q: 3 clusters Score -6296984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
Score: -6296991.000000 Penalty: 3759.141602
	Iteration 33Q: 3 clusters Score -6296991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
Score: -6296997.500000 Penalty: 3759.141602
	Iteration 34Q: 3 clusters Score -6296998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -6296997.500000 Penalty: 3759.141602
	Iteration 35Q: 3 clusters Score -6296998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 105191 members 
Entering Unmasked Estep 
Score: -6296994.500000 Penalty: 3759.141602
	Iteration 36Q: 3 clusters Score -6296994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -6296991.000000 Penalty: 3759.141602
	Iteration 37Q: 3 clusters Score -6296991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -6296991.000000 Penalty: 3759.141602
	Iteration 38F: 3 clusters Score -6296991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Entering Unmasked Estep 
Score: -476546.593750 Penalty: 1471.186035
	Iteration 0F: 2 clusters Score -476546.6 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 4343 members 
Entering Unmasked Estep 
Score: -470388.125000 Penalty: 2942.372070
	Iteration 0F: 3 clusters Score -470388.1 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -472448.406250 Penalty: 2942.372070
	Iteration 1F: 3 clusters Score -472448.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -472818.062500 Penalty: 2942.372070
	Iteration 2F: 3 clusters Score -472818.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -473187.843750 Penalty: 2942.372070
	Iteration 3F: 3 clusters Score -473187.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -473510.531250 Penalty: 2942.372070
	Iteration 4F: 3 clusters Score -473510.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -473779.062500 Penalty: 2942.372070
	Iteration 5F: 3 clusters Score -473779.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -474068.000000 Penalty: 2942.372070
	Iteration 6Q: 3 clusters Score -474068 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -474349.281250 Penalty: 2942.372070
	Iteration 7Q: 3 clusters Score -474349.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -474627.812500 Penalty: 2942.372070
	Iteration 8Q: 3 clusters Score -474627.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -474878.156250 Penalty: 2942.372070
	Iteration 9Q: 3 clusters Score -474878.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -475067.406250 Penalty: 2942.372070
	Iteration 10Q: 3 clusters Score -475067.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -475206.718750 Penalty: 2942.372070
	Iteration 11Q: 3 clusters Score -475206.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -475374.781250 Penalty: 2942.372070
	Iteration 12Q: 3 clusters Score -475374.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -475552.156250 Penalty: 2942.372070
	Iteration 13Q: 3 clusters Score -475552.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -475699.375000 Penalty: 2942.372070
	Iteration 14Q: 3 clusters Score -475699.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -475795.718750 Penalty: 2942.372070
	Iteration 15Q: 3 clusters Score -475795.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -475859.312500 Penalty: 2942.372070
	Iteration 16Q: 3 clusters Score -475859.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -475898.031250 Penalty: 2942.372070
	Iteration 17Q: 3 clusters Score -475898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -475923.687500 Penalty: 2942.372070
	Iteration 18Q: 3 clusters Score -475923.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -475946.000000 Penalty: 2942.372070
	Iteration 19Q: 3 clusters Score -475946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -475965.250000 Penalty: 2942.372070
	Iteration 20F: 3 clusters Score -475965.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -475984.468750 Penalty: 2942.372070
	Iteration 21Q: 3 clusters Score -475984.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -475995.968750 Penalty: 2942.372070
	Iteration 22Q: 3 clusters Score -475996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -476004.031250 Penalty: 2942.372070
	Iteration 23Q: 3 clusters Score -476004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -476009.968750 Penalty: 2942.372070
	Iteration 24Q: 3 clusters Score -476010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -476015.000000 Penalty: 2942.372070
	Iteration 25Q: 3 clusters Score -476015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -476016.968750 Penalty: 2942.372070
	Iteration 26Q: 3 clusters Score -476017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -476021.093750 Penalty: 2942.372070
	Iteration 27Q: 3 clusters Score -476021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -476023.156250 Penalty: 2942.372070
	Iteration 28Q: 3 clusters Score -476023.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -476028.718750 Penalty: 2942.372070
	Iteration 29Q: 3 clusters Score -476028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -476033.656250 Penalty: 2942.372070
	Iteration 30Q: 3 clusters Score -476033.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -476037.750000 Penalty: 2942.372070
	Iteration 31Q: 3 clusters Score -476037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -476037.062500 Penalty: 2942.372070
	Iteration 32Q: 3 clusters Score -476037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -476037.875000 Penalty: 2942.372070
	Iteration 33Q: 3 clusters Score -476037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -476039.968750 Penalty: 2942.372070
	Iteration 34Q: 3 clusters Score -476040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -476040.312500 Penalty: 2942.372070
	Iteration 35Q: 3 clusters Score -476040.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -476040.593750 Penalty: 2942.372070
	Iteration 36Q: 3 clusters Score -476040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -476042.562500 Penalty: 2942.372070
	Iteration 37Q: 3 clusters Score -476042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -476044.375000 Penalty: 2942.372070
	Iteration 38Q: 3 clusters Score -476044.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -476045.906250 Penalty: 2942.372070
	Iteration 39Q: 3 clusters Score -476045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -476046.906250 Penalty: 2942.372070
	Iteration 40F: 3 clusters Score -476046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -476047.500000 Penalty: 2942.372070
	Iteration 41Q: 3 clusters Score -476047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -476048.343750 Penalty: 2942.372070
	Iteration 42Q: 3 clusters Score -476048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -476049.125000 Penalty: 2942.372070
	Iteration 43Q: 3 clusters Score -476049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -476049.125000 Penalty: 2942.372070
	Iteration 44F: 3 clusters Score -476049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Entering Unmasked Estep 
Score: -755513.250000 Penalty: 1554.870605
	Iteration 0F: 2 clusters Score -755513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -745588.562500 Penalty: 3109.741211
	Iteration 0F: 3 clusters Score -745588.6 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -749171.562500 Penalty: 3109.741211
	Iteration 1F: 3 clusters Score -749171.6 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -749576.000000 Penalty: 3109.741211
	Iteration 2F: 3 clusters Score -749576 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -749928.375000 Penalty: 3109.741211
	Iteration 3F: 3 clusters Score -749928.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -750293.437500 Penalty: 3109.741211
	Iteration 4F: 3 clusters Score -750293.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -750721.375000 Penalty: 3109.741211
	Iteration 5F: 3 clusters Score -750721.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -751115.437500 Penalty: 3109.741211
	Iteration 6F: 3 clusters Score -751115.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -751443.937500 Penalty: 3109.741211
	Iteration 7Q: 3 clusters Score -751443.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -751756.875000 Penalty: 3109.741211
	Iteration 8Q: 3 clusters Score -751756.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -752079.250000 Penalty: 3109.741211
	Iteration 9Q: 3 clusters Score -752079.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -752375.750000 Penalty: 3109.741211
	Iteration 10Q: 3 clusters Score -752375.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -752660.937500 Penalty: 3109.741211
	Iteration 11Q: 3 clusters Score -752660.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -752933.875000 Penalty: 3109.741211
	Iteration 12Q: 3 clusters Score -752933.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -753169.125000 Penalty: 3109.741211
	Iteration 13Q: 3 clusters Score -753169.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -753332.687500 Penalty: 3109.741211
	Iteration 14Q: 3 clusters Score -753332.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -753436.375000 Penalty: 3109.741211
	Iteration 15Q: 3 clusters Score -753436.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -753519.625000 Penalty: 3109.741211
	Iteration 16Q: 3 clusters Score -753519.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -753596.437500 Penalty: 3109.741211
	Iteration 17Q: 3 clusters Score -753596.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -753660.750000 Penalty: 3109.741211
	Iteration 18Q: 3 clusters Score -753660.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -753709.062500 Penalty: 3109.741211
	Iteration 19Q: 3 clusters Score -753709.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -753756.250000 Penalty: 3109.741211
	Iteration 20F: 3 clusters Score -753756.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -753805.375000 Penalty: 3109.741211
	Iteration 21Q: 3 clusters Score -753805.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -753841.125000 Penalty: 3109.741211
	Iteration 22Q: 3 clusters Score -753841.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -753873.312500 Penalty: 3109.741211
	Iteration 23Q: 3 clusters Score -753873.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -753895.812500 Penalty: 3109.741211
	Iteration 24Q: 3 clusters Score -753895.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -753917.187500 Penalty: 3109.741211
	Iteration 25Q: 3 clusters Score -753917.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -753935.750000 Penalty: 3109.741211
	Iteration 26Q: 3 clusters Score -753935.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -753952.062500 Penalty: 3109.741211
	Iteration 27Q: 3 clusters Score -753952.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -753968.750000 Penalty: 3109.741211
	Iteration 28Q: 3 clusters Score -753968.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -753978.750000 Penalty: 3109.741211
	Iteration 29Q: 3 clusters Score -753978.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -753988.062500 Penalty: 3109.741211
	Iteration 30Q: 3 clusters Score -753988.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -753996.250000 Penalty: 3109.741211
	Iteration 31Q: 3 clusters Score -753996.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -753998.000000 Penalty: 3109.741211
	Iteration 32Q: 3 clusters Score -753998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -754006.187500 Penalty: 3109.741211
	Iteration 33Q: 3 clusters Score -754006.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -754010.500000 Penalty: 3109.741211
	Iteration 34Q: 3 clusters Score -754010.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -754015.312500 Penalty: 3109.741211
	Iteration 35Q: 3 clusters Score -754015.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -754019.000000 Penalty: 3109.741211
	Iteration 36Q: 3 clusters Score -754019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -754022.437500 Penalty: 3109.741211
	Iteration 37Q: 3 clusters Score -754022.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -754025.187500 Penalty: 3109.741211
	Iteration 38Q: 3 clusters Score -754025.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -754027.687500 Penalty: 3109.741211
	Iteration 39Q: 3 clusters Score -754027.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -754030.750000 Penalty: 3109.741211
	Iteration 40F: 3 clusters Score -754030.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -754033.562500 Penalty: 3109.741211
	Iteration 41Q: 3 clusters Score -754033.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -754033.875000 Penalty: 3109.741211
	Iteration 42Q: 3 clusters Score -754033.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -754036.187500 Penalty: 3109.741211
	Iteration 43Q: 3 clusters Score -754036.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -754037.375000 Penalty: 3109.741211
	Iteration 44Q: 3 clusters Score -754037.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -754039.937500 Penalty: 3109.741211
	Iteration 45Q: 3 clusters Score -754039.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -754039.937500 Penalty: 3109.741211
	Iteration 46Q: 3 clusters Score -754039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -754039.875000 Penalty: 3109.741211
	Iteration 47Q: 3 clusters Score -754039.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -754043.375000 Penalty: 3109.741211
	Iteration 48Q: 3 clusters Score -754043.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -754044.687500 Penalty: 3109.741211
	Iteration 49Q: 3 clusters Score -754044.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -754047.312500 Penalty: 3109.741211
	Iteration 50Q: 3 clusters Score -754047.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -754050.250000 Penalty: 3109.741211
	Iteration 51Q: 3 clusters Score -754050.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -754051.250000 Penalty: 3109.741211
	Iteration 52Q: 3 clusters Score -754051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -754051.375000 Penalty: 3109.741211
	Iteration 53Q: 3 clusters Score -754051.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -754053.000000 Penalty: 3109.741211
	Iteration 54Q: 3 clusters Score -754053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -754054.312500 Penalty: 3109.741211
	Iteration 55Q: 3 clusters Score -754054.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -754056.875000 Penalty: 3109.741211
	Iteration 56Q: 3 clusters Score -754056.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -754060.437500 Penalty: 3109.741211
	Iteration 57Q: 3 clusters Score -754060.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -754062.875000 Penalty: 3109.741211
	Iteration 58Q: 3 clusters Score -754062.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -754065.187500 Penalty: 3109.741211
	Iteration 59Q: 3 clusters Score -754065.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -754068.750000 Penalty: 3109.741211
	Iteration 60F: 3 clusters Score -754068.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -754071.437500 Penalty: 3109.741211
	Iteration 61Q: 3 clusters Score -754071.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -754071.437500 Penalty: 3109.741211
	Iteration 62Q: 3 clusters Score -754071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -754071.062500 Penalty: 3109.741211
	Iteration 63Q: 3 clusters Score -754071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -754071.812500 Penalty: 3109.741211
	Iteration 64Q: 3 clusters Score -754071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -754071.000000 Penalty: 3109.741211
	Iteration 65Q: 3 clusters Score -754071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -754069.875000 Penalty: 3109.741211
	Iteration 66Q: 3 clusters Score -754069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -754070.875000 Penalty: 3109.741211
	Iteration 67Q: 3 clusters Score -754070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -754072.937500 Penalty: 3109.741211
	Iteration 68Q: 3 clusters Score -754072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -754075.812500 Penalty: 3109.741211
	Iteration 69Q: 3 clusters Score -754075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -754075.812500 Penalty: 3109.741211
	Iteration 70Q: 3 clusters Score -754075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -754074.437500 Penalty: 3109.741211
	Iteration 71Q: 3 clusters Score -754074.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -754077.750000 Penalty: 3109.741211
	Iteration 72Q: 3 clusters Score -754077.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -754076.812500 Penalty: 3109.741211
	Iteration 73Q: 3 clusters Score -754076.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -754081.062500 Penalty: 3109.741211
	Iteration 74Q: 3 clusters Score -754081.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -754083.812500 Penalty: 3109.741211
	Iteration 75Q: 3 clusters Score -754083.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -754085.500000 Penalty: 3109.741211
	Iteration 76Q: 3 clusters Score -754085.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -754088.062500 Penalty: 3109.741211
	Iteration 77Q: 3 clusters Score -754088.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -754091.625000 Penalty: 3109.741211
	Iteration 78Q: 3 clusters Score -754091.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -754092.250000 Penalty: 3109.741211
	Iteration 79Q: 3 clusters Score -754092.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -754092.687500 Penalty: 3109.741211
	Iteration 80F: 3 clusters Score -754092.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -754095.875000 Penalty: 3109.741211
	Iteration 81Q: 3 clusters Score -754095.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -754099.187500 Penalty: 3109.741211
	Iteration 82Q: 3 clusters Score -754099.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -754100.375000 Penalty: 3109.741211
	Iteration 83Q: 3 clusters Score -754100.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -754103.500000 Penalty: 3109.741211
	Iteration 84Q: 3 clusters Score -754103.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -754106.187500 Penalty: 3109.741211
	Iteration 85Q: 3 clusters Score -754106.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -754108.187500 Penalty: 3109.741211
	Iteration 86Q: 3 clusters Score -754108.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -754112.062500 Penalty: 3109.741211
	Iteration 87Q: 3 clusters Score -754112.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -754113.562500 Penalty: 3109.741211
	Iteration 88Q: 3 clusters Score -754113.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -754114.750000 Penalty: 3109.741211
	Iteration 89Q: 3 clusters Score -754114.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -754119.062500 Penalty: 3109.741211
	Iteration 90Q: 3 clusters Score -754119.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -754122.312500 Penalty: 3109.741211
	Iteration 91Q: 3 clusters Score -754122.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -754126.687500 Penalty: 3109.741211
	Iteration 92Q: 3 clusters Score -754126.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -754129.062500 Penalty: 3109.741211
	Iteration 93Q: 3 clusters Score -754129.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -754131.437500 Penalty: 3109.741211
	Iteration 94Q: 3 clusters Score -754131.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -754135.625000 Penalty: 3109.741211
	Iteration 95Q: 3 clusters Score -754135.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -754135.812500 Penalty: 3109.741211
	Iteration 96Q: 3 clusters Score -754135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -754139.000000 Penalty: 3109.741211
	Iteration 97Q: 3 clusters Score -754139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -754138.687500 Penalty: 3109.741211
	Iteration 98Q: 3 clusters Score -754138.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -754141.562500 Penalty: 3109.741211
	Iteration 99Q: 3 clusters Score -754141.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -754144.687500 Penalty: 3109.741211
	Iteration 100F: 3 clusters Score -754144.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -754148.875000 Penalty: 3109.741211
	Iteration 101Q: 3 clusters Score -754148.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -754155.625000 Penalty: 3109.741211
	Iteration 102Q: 3 clusters Score -754155.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -754159.312500 Penalty: 3109.741211
	Iteration 103Q: 3 clusters Score -754159.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -754161.250000 Penalty: 3109.741211
	Iteration 104Q: 3 clusters Score -754161.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -754164.937500 Penalty: 3109.741211
	Iteration 105Q: 3 clusters Score -754164.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -754167.562500 Penalty: 3109.741211
	Iteration 106Q: 3 clusters Score -754167.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -754169.687500 Penalty: 3109.741211
	Iteration 107Q: 3 clusters Score -754169.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -754173.500000 Penalty: 3109.741211
	Iteration 108Q: 3 clusters Score -754173.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -754173.812500 Penalty: 3109.741211
	Iteration 109Q: 3 clusters Score -754173.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -754179.625000 Penalty: 3109.741211
	Iteration 110Q: 3 clusters Score -754179.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -754184.312500 Penalty: 3109.741211
	Iteration 111Q: 3 clusters Score -754184.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -754184.125000 Penalty: 3109.741211
	Iteration 112Q: 3 clusters Score -754184.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -754188.625000 Penalty: 3109.741211
	Iteration 113Q: 3 clusters Score -754188.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -754193.062500 Penalty: 3109.741211
	Iteration 114Q: 3 clusters Score -754193.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -754196.562500 Penalty: 3109.741211
	Iteration 115Q: 3 clusters Score -754196.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -754200.125000 Penalty: 3109.741211
	Iteration 116Q: 3 clusters Score -754200.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -754203.750000 Penalty: 3109.741211
	Iteration 117Q: 3 clusters Score -754203.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -754205.500000 Penalty: 3109.741211
	Iteration 118Q: 3 clusters Score -754205.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -754211.937500 Penalty: 3109.741211
	Iteration 119Q: 3 clusters Score -754211.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -754217.187500 Penalty: 3109.741211
	Iteration 120F: 3 clusters Score -754217.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -754219.187500 Penalty: 3109.741211
	Iteration 121Q: 3 clusters Score -754219.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -754222.437500 Penalty: 3109.741211
	Iteration 122Q: 3 clusters Score -754222.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -754222.937500 Penalty: 3109.741211
	Iteration 123Q: 3 clusters Score -754222.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -754225.812500 Penalty: 3109.741211
	Iteration 124Q: 3 clusters Score -754225.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -754227.375000 Penalty: 3109.741211
	Iteration 125Q: 3 clusters Score -754227.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -754229.437500 Penalty: 3109.741211
	Iteration 126Q: 3 clusters Score -754229.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -754229.750000 Penalty: 3109.741211
	Iteration 127Q: 3 clusters Score -754229.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -754231.437500 Penalty: 3109.741211
	Iteration 128Q: 3 clusters Score -754231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -754233.937500 Penalty: 3109.741211
	Iteration 129Q: 3 clusters Score -754233.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -754235.937500 Penalty: 3109.741211
	Iteration 130Q: 3 clusters Score -754235.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -754238.062500 Penalty: 3109.741211
	Iteration 131Q: 3 clusters Score -754238.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -754238.687500 Penalty: 3109.741211
	Iteration 132Q: 3 clusters Score -754238.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -754243.062500 Penalty: 3109.741211
	Iteration 133Q: 3 clusters Score -754243.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -754253.312500 Penalty: 3109.741211
	Iteration 134Q: 3 clusters Score -754253.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -754255.812500 Penalty: 3109.741211
	Iteration 135Q: 3 clusters Score -754255.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -754262.062500 Penalty: 3109.741211
	Iteration 136Q: 3 clusters Score -754262.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -754269.312500 Penalty: 3109.741211
	Iteration 137Q: 3 clusters Score -754269.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -754277.312500 Penalty: 3109.741211
	Iteration 138Q: 3 clusters Score -754277.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -754290.437500 Penalty: 3109.741211
	Iteration 139Q: 3 clusters Score -754290.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -754297.187500 Penalty: 3109.741211
	Iteration 140F: 3 clusters Score -754297.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -754301.687500 Penalty: 3109.741211
	Iteration 141Q: 3 clusters Score -754301.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -754311.750000 Penalty: 3109.741211
	Iteration 142Q: 3 clusters Score -754311.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -754317.375000 Penalty: 3109.741211
	Iteration 143Q: 3 clusters Score -754317.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -754320.500000 Penalty: 3109.741211
	Iteration 144Q: 3 clusters Score -754320.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -754326.750000 Penalty: 3109.741211
	Iteration 145Q: 3 clusters Score -754326.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -754333.437500 Penalty: 3109.741211
	Iteration 146Q: 3 clusters Score -754333.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -754334.875000 Penalty: 3109.741211
	Iteration 147Q: 3 clusters Score -754334.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -754342.500000 Penalty: 3109.741211
	Iteration 148Q: 3 clusters Score -754342.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -754347.500000 Penalty: 3109.741211
	Iteration 149Q: 3 clusters Score -754347.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -754348.625000 Penalty: 3109.741211
	Iteration 150Q: 3 clusters Score -754348.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -754353.562500 Penalty: 3109.741211
	Iteration 151Q: 3 clusters Score -754353.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -754356.187500 Penalty: 3109.741211
	Iteration 152Q: 3 clusters Score -754356.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -754360.812500 Penalty: 3109.741211
	Iteration 153Q: 3 clusters Score -754360.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -754361.437500 Penalty: 3109.741211
	Iteration 154Q: 3 clusters Score -754361.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -754365.000000 Penalty: 3109.741211
	Iteration 155Q: 3 clusters Score -754365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -754366.125000 Penalty: 3109.741211
	Iteration 156Q: 3 clusters Score -754366.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -754367.437500 Penalty: 3109.741211
	Iteration 157Q: 3 clusters Score -754367.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -754368.812500 Penalty: 3109.741211
	Iteration 158Q: 3 clusters Score -754368.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -754372.000000 Penalty: 3109.741211
	Iteration 159Q: 3 clusters Score -754372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -754374.500000 Penalty: 3109.741211
	Iteration 160F: 3 clusters Score -754374.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -754377.187500 Penalty: 3109.741211
	Iteration 161Q: 3 clusters Score -754377.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -754381.625000 Penalty: 3109.741211
	Iteration 162Q: 3 clusters Score -754381.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -754382.375000 Penalty: 3109.741211
	Iteration 163Q: 3 clusters Score -754382.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -754388.687500 Penalty: 3109.741211
	Iteration 164Q: 3 clusters Score -754388.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -754389.687500 Penalty: 3109.741211
	Iteration 165Q: 3 clusters Score -754389.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -754394.625000 Penalty: 3109.741211
	Iteration 166Q: 3 clusters Score -754394.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -754396.750000 Penalty: 3109.741211
	Iteration 167Q: 3 clusters Score -754396.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -754398.250000 Penalty: 3109.741211
	Iteration 168Q: 3 clusters Score -754398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -754400.437500 Penalty: 3109.741211
	Iteration 169Q: 3 clusters Score -754400.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -754400.875000 Penalty: 3109.741211
	Iteration 170Q: 3 clusters Score -754400.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -754402.750000 Penalty: 3109.741211
	Iteration 171Q: 3 clusters Score -754402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -754403.750000 Penalty: 3109.741211
	Iteration 172Q: 3 clusters Score -754403.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -754406.562500 Penalty: 3109.741211
	Iteration 173Q: 3 clusters Score -754406.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -754409.375000 Penalty: 3109.741211
	Iteration 174Q: 3 clusters Score -754409.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -754410.312500 Penalty: 3109.741211
	Iteration 175Q: 3 clusters Score -754410.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -754412.312500 Penalty: 3109.741211
	Iteration 176Q: 3 clusters Score -754412.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -754414.187500 Penalty: 3109.741211
	Iteration 177Q: 3 clusters Score -754414.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -754416.875000 Penalty: 3109.741211
	Iteration 178Q: 3 clusters Score -754416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -754417.750000 Penalty: 3109.741211
	Iteration 179Q: 3 clusters Score -754417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -754415.375000 Penalty: 3109.741211
	Iteration 180F: 3 clusters Score -754415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -754415.500000 Penalty: 3109.741211
	Iteration 181Q: 3 clusters Score -754415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -754418.312500 Penalty: 3109.741211
	Iteration 182Q: 3 clusters Score -754418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -754417.500000 Penalty: 3109.741211
	Iteration 183Q: 3 clusters Score -754417.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -754419.750000 Penalty: 3109.741211
	Iteration 184Q: 3 clusters Score -754419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -754419.562500 Penalty: 3109.741211
	Iteration 185Q: 3 clusters Score -754419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -754421.250000 Penalty: 3109.741211
	Iteration 186Q: 3 clusters Score -754421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -754422.250000 Penalty: 3109.741211
	Iteration 187Q: 3 clusters Score -754422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -754422.875000 Penalty: 3109.741211
	Iteration 188Q: 3 clusters Score -754422.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -754422.875000 Penalty: 3109.741211
	Iteration 189F: 3 clusters Score -754422.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Entering Unmasked Estep 
Score: -227354.140625 Penalty: 1383.523071
	Iteration 0F: 2 clusters Score -227354.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -223456.390625 Penalty: 2767.046143
	Iteration 0F: 3 clusters Score -223456.4 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -224997.531250 Penalty: 2767.046143
	Iteration 1F: 3 clusters Score -224997.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -225550.156250 Penalty: 2767.046143
	Iteration 2F: 3 clusters Score -225550.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -225902.171875 Penalty: 2767.046143
	Iteration 3F: 3 clusters Score -225902.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -226136.109375 Penalty: 2767.046143
	Iteration 4F: 3 clusters Score -226136.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -226289.468750 Penalty: 2767.046143
	Iteration 5Q: 3 clusters Score -226289.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -226417.343750 Penalty: 2767.046143
	Iteration 6Q: 3 clusters Score -226417.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -226530.218750 Penalty: 2767.046143
	Iteration 7Q: 3 clusters Score -226530.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -226638.750000 Penalty: 2767.046143
	Iteration 8Q: 3 clusters Score -226638.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -226757.296875 Penalty: 2767.046143
	Iteration 9Q: 3 clusters Score -226757.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -226904.531250 Penalty: 2767.046143
	Iteration 10Q: 3 clusters Score -226904.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -227065.968750 Penalty: 2767.046143
	Iteration 11Q: 3 clusters Score -227066 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -227226.734375 Penalty: 2767.046143
	Iteration 12Q: 3 clusters Score -227226.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -227402.046875 Penalty: 2767.046143
	Iteration 13Q: 3 clusters Score -227402 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -227544.171875 Penalty: 2767.046143
	Iteration 14Q: 3 clusters Score -227544.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -227650.593750 Penalty: 2767.046143
	Iteration 15Q: 3 clusters Score -227650.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -227703.625000 Penalty: 2767.046143
	Iteration 16Q: 3 clusters Score -227703.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -227731.234375 Penalty: 2767.046143
	Iteration 17Q: 3 clusters Score -227731.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -227740.937500 Penalty: 2767.046143
	Iteration 18Q: 3 clusters Score -227740.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -227747.859375 Penalty: 2767.046143
	Iteration 19Q: 3 clusters Score -227747.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -227753.031250 Penalty: 2767.046143
	Iteration 20F: 3 clusters Score -227753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -227756.234375 Penalty: 2767.046143
	Iteration 21Q: 3 clusters Score -227756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -227758.812500 Penalty: 2767.046143
	Iteration 22Q: 3 clusters Score -227758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -227762.609375 Penalty: 2767.046143
	Iteration 23Q: 3 clusters Score -227762.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -227765.375000 Penalty: 2767.046143
	Iteration 24Q: 3 clusters Score -227765.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -227769.531250 Penalty: 2767.046143
	Iteration 25Q: 3 clusters Score -227769.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -227770.906250 Penalty: 2767.046143
	Iteration 26Q: 3 clusters Score -227770.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -227773.968750 Penalty: 2767.046143
	Iteration 27Q: 3 clusters Score -227774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -227783.359375 Penalty: 2767.046143
	Iteration 28Q: 3 clusters Score -227783.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -227796.687500 Penalty: 2767.046143
	Iteration 29Q: 3 clusters Score -227796.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -227809.265625 Penalty: 2767.046143
	Iteration 30Q: 3 clusters Score -227809.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -227820.296875 Penalty: 2767.046143
	Iteration 31Q: 3 clusters Score -227820.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -227827.312500 Penalty: 2767.046143
	Iteration 32Q: 3 clusters Score -227827.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -227831.593750 Penalty: 2767.046143
	Iteration 33Q: 3 clusters Score -227831.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -227837.546875 Penalty: 2767.046143
	Iteration 34Q: 3 clusters Score -227837.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -227841.578125 Penalty: 2767.046143
	Iteration 35Q: 3 clusters Score -227841.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -227843.703125 Penalty: 2767.046143
	Iteration 36Q: 3 clusters Score -227843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -227843.531250 Penalty: 2767.046143
	Iteration 37Q: 3 clusters Score -227843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -227844.406250 Penalty: 2767.046143
	Iteration 38Q: 3 clusters Score -227844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -227844.484375 Penalty: 2767.046143
	Iteration 39Q: 3 clusters Score -227844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -227844.468750 Penalty: 2767.046143
	Iteration 40F: 3 clusters Score -227844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -227844.890625 Penalty: 2767.046143
	Iteration 41Q: 3 clusters Score -227844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -227844.734375 Penalty: 2767.046143
	Iteration 42Q: 3 clusters Score -227844.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -227844.734375 Penalty: 2767.046143
	Iteration 43F: 3 clusters Score -227844.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105513 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 14306 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18741 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140190 members 
Mstep: Class 12 contains 43439 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 15097 members 
Mstep: Class 15 contains 89093 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 36461 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 10744 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41323 members 
Mstep: Class 25 contains 18504 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9491 members 
Mstep: Class 30 contains 2784 members 
Entering Unmasked Estep 
Score: -34146488.000000 Penalty: 65047.898438
Splitting cluster 6 changes total score from -34146744.000000 to -34146488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -85853.609375 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -85853.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -84018.023438 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -84018.02 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -84433.460938 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -84433.46 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -84546.148438 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -84546.15 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -84615.695312 Penalty: 2397.771729
	Iteration 3Q: 3 clusters Score -84615.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -84666.460938 Penalty: 2397.771729
	Iteration 4Q: 3 clusters Score -84666.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -84694.710938 Penalty: 2397.771729
	Iteration 5Q: 3 clusters Score -84694.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -84713.109375 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -84713.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -84727.835938 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -84727.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -84740.882812 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -84740.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -84760.281250 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -84760.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -84774.218750 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -84774.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -84780.750000 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -84780.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -84790.046875 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -84790.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -84793.179688 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -84793.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -84795.804688 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -84795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -84797.046875 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -84797.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -84799.898438 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -84799.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -84802.203125 Penalty: 2397.771729
	Iteration 17Q: 3 clusters Score -84802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -84803.914062 Penalty: 2397.771729
	Iteration 18Q: 3 clusters Score -84803.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -84804.335938 Penalty: 2397.771729
	Iteration 19Q: 3 clusters Score -84804.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -84805.531250 Penalty: 2397.771729
	Iteration 20F: 3 clusters Score -84805.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84806.492188 Penalty: 2397.771729
	Iteration 21Q: 3 clusters Score -84806.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -84806.890625 Penalty: 2397.771729
	Iteration 22Q: 3 clusters Score -84806.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -84807.390625 Penalty: 2397.771729
	Iteration 23Q: 3 clusters Score -84807.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84807.867188 Penalty: 2397.771729
	Iteration 24Q: 3 clusters Score -84807.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -84808.328125 Penalty: 2397.771729
	Iteration 25Q: 3 clusters Score -84808.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -84808.328125 Penalty: 2397.771729
	Iteration 26F: 3 clusters Score -84808.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Entering Unmasked Estep 
Score: -1078228.250000 Penalty: 1598.751099
	Iteration 0F: 2 clusters Score -1078228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1065454.750000 Penalty: 3197.502197
	Iteration 0F: 3 clusters Score -1065455 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1069970.500000 Penalty: 3197.502197
	Iteration 1F: 3 clusters Score -1069970 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1070320.375000 Penalty: 3197.502197
	Iteration 2F: 3 clusters Score -1070320 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1070603.250000 Penalty: 3197.502197
	Iteration 3Q: 3 clusters Score -1070603 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1070879.375000 Penalty: 3197.502197
	Iteration 4Q: 3 clusters Score -1070879 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1071185.875000 Penalty: 3197.502197
	Iteration 5Q: 3 clusters Score -1071186 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1071563.375000 Penalty: 3197.502197
	Iteration 6Q: 3 clusters Score -1071563 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1072097.000000 Penalty: 3197.502197
	Iteration 7Q: 3 clusters Score -1072097 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1072838.250000 Penalty: 3197.502197
	Iteration 8F: 3 clusters Score -1072838 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1073728.875000 Penalty: 3197.502197
	Iteration 9F: 3 clusters Score -1073729 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1074710.125000 Penalty: 3197.502197
	Iteration 10F: 3 clusters Score -1074710 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1075492.500000 Penalty: 3197.502197
	Iteration 11Q: 3 clusters Score -1075492 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1075962.875000 Penalty: 3197.502197
	Iteration 12Q: 3 clusters Score -1075963 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1076257.625000 Penalty: 3197.502197
	Iteration 13Q: 3 clusters Score -1076258 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1076473.500000 Penalty: 3197.502197
	Iteration 14Q: 3 clusters Score -1076474 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1076615.875000 Penalty: 3197.502197
	Iteration 15Q: 3 clusters Score -1076616 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1076722.125000 Penalty: 3197.502197
	Iteration 16Q: 3 clusters Score -1076722 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1076801.375000 Penalty: 3197.502197
	Iteration 17Q: 3 clusters Score -1076801 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1076851.875000 Penalty: 3197.502197
	Iteration 18Q: 3 clusters Score -1076852 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1076901.125000 Penalty: 3197.502197
	Iteration 19Q: 3 clusters Score -1076901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1076945.125000 Penalty: 3197.502197
	Iteration 20F: 3 clusters Score -1076945 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1076973.500000 Penalty: 3197.502197
	Iteration 21Q: 3 clusters Score -1076974 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1077003.250000 Penalty: 3197.502197
	Iteration 22Q: 3 clusters Score -1077003 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1077015.250000 Penalty: 3197.502197
	Iteration 23Q: 3 clusters Score -1077015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1077033.000000 Penalty: 3197.502197
	Iteration 24Q: 3 clusters Score -1077033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1077044.875000 Penalty: 3197.502197
	Iteration 25Q: 3 clusters Score -1077045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1077053.125000 Penalty: 3197.502197
	Iteration 26Q: 3 clusters Score -1077053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1077061.375000 Penalty: 3197.502197
	Iteration 27Q: 3 clusters Score -1077061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1077068.750000 Penalty: 3197.502197
	Iteration 28Q: 3 clusters Score -1077069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1077076.375000 Penalty: 3197.502197
	Iteration 29Q: 3 clusters Score -1077076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1077080.625000 Penalty: 3197.502197
	Iteration 30Q: 3 clusters Score -1077081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1077085.750000 Penalty: 3197.502197
	Iteration 31Q: 3 clusters Score -1077086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1077089.875000 Penalty: 3197.502197
	Iteration 32Q: 3 clusters Score -1077090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1077091.500000 Penalty: 3197.502197
	Iteration 33Q: 3 clusters Score -1077092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1077098.500000 Penalty: 3197.502197
	Iteration 34Q: 3 clusters Score -1077098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1077102.625000 Penalty: 3197.502197
	Iteration 35Q: 3 clusters Score -1077103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1077107.625000 Penalty: 3197.502197
	Iteration 36Q: 3 clusters Score -1077108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1077109.500000 Penalty: 3197.502197
	Iteration 37Q: 3 clusters Score -1077110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1077109.000000 Penalty: 3197.502197
	Iteration 38Q: 3 clusters Score -1077109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1077112.250000 Penalty: 3197.502197
	Iteration 39Q: 3 clusters Score -1077112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1077114.750000 Penalty: 3197.502197
	Iteration 40F: 3 clusters Score -1077115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1077122.875000 Penalty: 3197.502197
	Iteration 41Q: 3 clusters Score -1077123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1077125.875000 Penalty: 3197.502197
	Iteration 42Q: 3 clusters Score -1077126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1077129.875000 Penalty: 3197.502197
	Iteration 43Q: 3 clusters Score -1077130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1077133.500000 Penalty: 3197.502197
	Iteration 44Q: 3 clusters Score -1077134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1077137.750000 Penalty: 3197.502197
	Iteration 45Q: 3 clusters Score -1077138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1077139.875000 Penalty: 3197.502197
	Iteration 46Q: 3 clusters Score -1077140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1077140.875000 Penalty: 3197.502197
	Iteration 47Q: 3 clusters Score -1077141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1077142.000000 Penalty: 3197.502197
	Iteration 48Q: 3 clusters Score -1077142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1077142.625000 Penalty: 3197.502197
	Iteration 49Q: 3 clusters Score -1077143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1077144.625000 Penalty: 3197.502197
	Iteration 50Q: 3 clusters Score -1077145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1077147.500000 Penalty: 3197.502197
	Iteration 51Q: 3 clusters Score -1077148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1077147.625000 Penalty: 3197.502197
	Iteration 52Q: 3 clusters Score -1077148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1077147.625000 Penalty: 3197.502197
	Iteration 53F: 3 clusters Score -1077148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Entering Unmasked Estep 
Score: -87410.445312 Penalty: 1211.955200
	Iteration 0F: 2 clusters Score -87410.45 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 885 members 
Entering Unmasked Estep 
Score: -85485.546875 Penalty: 2423.910400
	Iteration 0F: 3 clusters Score -85485.55 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -85917.960938 Penalty: 2423.910400
	Iteration 1F: 3 clusters Score -85917.96 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -86110.546875 Penalty: 2423.910400
	Iteration 2F: 3 clusters Score -86110.55 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -86254.593750 Penalty: 2423.910400
	Iteration 3F: 3 clusters Score -86254.59 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -86369.039062 Penalty: 2423.910400
	Iteration 4F: 3 clusters Score -86369.04 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -86482.617188 Penalty: 2423.910400
	Iteration 5F: 3 clusters Score -86482.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -86547.164062 Penalty: 2423.910400
	Iteration 6Q: 3 clusters Score -86547.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -86603.875000 Penalty: 2423.910400
	Iteration 7Q: 3 clusters Score -86603.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -86648.960938 Penalty: 2423.910400
	Iteration 8Q: 3 clusters Score -86648.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -86680.187500 Penalty: 2423.910400
	Iteration 9Q: 3 clusters Score -86680.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -86697.710938 Penalty: 2423.910400
	Iteration 10Q: 3 clusters Score -86697.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -86716.882812 Penalty: 2423.910400
	Iteration 11Q: 3 clusters Score -86716.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -86726.914062 Penalty: 2423.910400
	Iteration 12Q: 3 clusters Score -86726.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -86731.601562 Penalty: 2423.910400
	Iteration 13Q: 3 clusters Score -86731.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -86736.101562 Penalty: 2423.910400
	Iteration 14Q: 3 clusters Score -86736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -86740.476562 Penalty: 2423.910400
	Iteration 15Q: 3 clusters Score -86740.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -86742.960938 Penalty: 2423.910400
	Iteration 16Q: 3 clusters Score -86742.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -86743.773438 Penalty: 2423.910400
	Iteration 17Q: 3 clusters Score -86743.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -86745.289062 Penalty: 2423.910400
	Iteration 18Q: 3 clusters Score -86745.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -86745.289062 Penalty: 2423.910400
	Iteration 19F: 3 clusters Score -86745.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Entering Unmasked Estep 
Score: -171078.578125 Penalty: 1306.415527
	Iteration 0F: 2 clusters Score -171078.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -168355.515625 Penalty: 2612.831055
	Iteration 0F: 3 clusters Score -168355.5 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -168996.687500 Penalty: 2612.831055
	Iteration 1F: 3 clusters Score -168996.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -169188.750000 Penalty: 2612.831055
	Iteration 2F: 3 clusters Score -169188.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -169293.546875 Penalty: 2612.831055
	Iteration 3F: 3 clusters Score -169293.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -169382.500000 Penalty: 2612.831055
	Iteration 4Q: 3 clusters Score -169382.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -169484.453125 Penalty: 2612.831055
	Iteration 5Q: 3 clusters Score -169484.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -169583.765625 Penalty: 2612.831055
	Iteration 6Q: 3 clusters Score -169583.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -169661.312500 Penalty: 2612.831055
	Iteration 7Q: 3 clusters Score -169661.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -169709.750000 Penalty: 2612.831055
	Iteration 8Q: 3 clusters Score -169709.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -169767.046875 Penalty: 2612.831055
	Iteration 9Q: 3 clusters Score -169767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -169810.375000 Penalty: 2612.831055
	Iteration 10Q: 3 clusters Score -169810.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -169850.890625 Penalty: 2612.831055
	Iteration 11Q: 3 clusters Score -169850.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -169881.078125 Penalty: 2612.831055
	Iteration 12Q: 3 clusters Score -169881.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -169898.750000 Penalty: 2612.831055
	Iteration 13Q: 3 clusters Score -169898.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -169922.906250 Penalty: 2612.831055
	Iteration 14Q: 3 clusters Score -169922.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -169942.609375 Penalty: 2612.831055
	Iteration 15Q: 3 clusters Score -169942.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -169957.031250 Penalty: 2612.831055
	Iteration 16Q: 3 clusters Score -169957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -169967.812500 Penalty: 2612.831055
	Iteration 17Q: 3 clusters Score -169967.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -169976.625000 Penalty: 2612.831055
	Iteration 18Q: 3 clusters Score -169976.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -169987.343750 Penalty: 2612.831055
	Iteration 19Q: 3 clusters Score -169987.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -169994.640625 Penalty: 2612.831055
	Iteration 20F: 3 clusters Score -169994.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -170002.421875 Penalty: 2612.831055
	Iteration 21Q: 3 clusters Score -170002.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -170008.328125 Penalty: 2612.831055
	Iteration 22Q: 3 clusters Score -170008.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -170015.250000 Penalty: 2612.831055
	Iteration 23Q: 3 clusters Score -170015.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -170020.906250 Penalty: 2612.831055
	Iteration 24Q: 3 clusters Score -170020.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -170025.171875 Penalty: 2612.831055
	Iteration 25Q: 3 clusters Score -170025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -170028.921875 Penalty: 2612.831055
	Iteration 26Q: 3 clusters Score -170028.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -170031.546875 Penalty: 2612.831055
	Iteration 27Q: 3 clusters Score -170031.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -170032.031250 Penalty: 2612.831055
	Iteration 28Q: 3 clusters Score -170032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -170033.328125 Penalty: 2612.831055
	Iteration 29Q: 3 clusters Score -170033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -170034.687500 Penalty: 2612.831055
	Iteration 30Q: 3 clusters Score -170034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -170036.171875 Penalty: 2612.831055
	Iteration 31Q: 3 clusters Score -170036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -170038.593750 Penalty: 2612.831055
	Iteration 32Q: 3 clusters Score -170038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -170039.984375 Penalty: 2612.831055
	Iteration 33Q: 3 clusters Score -170040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -170041.281250 Penalty: 2612.831055
	Iteration 34Q: 3 clusters Score -170041.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -170044.093750 Penalty: 2612.831055
	Iteration 35Q: 3 clusters Score -170044.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -170047.671875 Penalty: 2612.831055
	Iteration 36Q: 3 clusters Score -170047.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -170050.328125 Penalty: 2612.831055
	Iteration 37Q: 3 clusters Score -170050.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -170052.750000 Penalty: 2612.831055
	Iteration 38Q: 3 clusters Score -170052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -170054.609375 Penalty: 2612.831055
	Iteration 39Q: 3 clusters Score -170054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -170055.859375 Penalty: 2612.831055
	Iteration 40F: 3 clusters Score -170055.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -170059.609375 Penalty: 2612.831055
	Iteration 41Q: 3 clusters Score -170059.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -170061.656250 Penalty: 2612.831055
	Iteration 42Q: 3 clusters Score -170061.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -170063.046875 Penalty: 2612.831055
	Iteration 43Q: 3 clusters Score -170063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -170065.156250 Penalty: 2612.831055
	Iteration 44Q: 3 clusters Score -170065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -170066.031250 Penalty: 2612.831055
	Iteration 45Q: 3 clusters Score -170066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -170066.671875 Penalty: 2612.831055
	Iteration 46Q: 3 clusters Score -170066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -170066.671875 Penalty: 2612.831055
	Iteration 47F: 3 clusters Score -170066.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140190 members 
Entering Unmasked Estep 
Score: -8239639.000000 Penalty: 1925.747437
	Iteration 0F: 2 clusters Score -8239639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -8145656.500000 Penalty: 3851.494873
	Iteration 0F: 3 clusters Score -8145656 nChanged 67740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -8186248.500000 Penalty: 3851.494873
	Iteration 1F: 3 clusters Score -8186248 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -8187813.000000 Penalty: 3851.494873
	Iteration 2Q: 3 clusters Score -8187813 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -8189891.000000 Penalty: 3851.494873
	Iteration 3Q: 3 clusters Score -8189891 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -8192475.500000 Penalty: 3851.494873
	Iteration 4Q: 3 clusters Score -8192476 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -8195727.000000 Penalty: 3851.494873
	Iteration 5Q: 3 clusters Score -8195727 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84061 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -8199368.500000 Penalty: 3851.494873
	Iteration 6F: 3 clusters Score -8199368 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -8203406.000000 Penalty: 3851.494873
	Iteration 7F: 3 clusters Score -8203406 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -8207570.500000 Penalty: 3851.494873
	Iteration 8F: 3 clusters Score -8207570 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103298 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -8212552.000000 Penalty: 3851.494873
	Iteration 9F: 3 clusters Score -8212552 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -8218030.500000 Penalty: 3851.494873
	Iteration 10F: 3 clusters Score -8218030 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118970 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -8223416.500000 Penalty: 3851.494873
	Iteration 11F: 3 clusters Score -8223416 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -8228336.000000 Penalty: 3851.494873
	Iteration 12Q: 3 clusters Score -8228336 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130851 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -8232183.500000 Penalty: 3851.494873
	Iteration 13Q: 3 clusters Score -8232184 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -8234685.500000 Penalty: 3851.494873
	Iteration 14Q: 3 clusters Score -8234686 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136629 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8236185.000000 Penalty: 3851.494873
	Iteration 15Q: 3 clusters Score -8236185 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8237032.000000 Penalty: 3851.494873
	Iteration 16Q: 3 clusters Score -8237032 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138559 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8237422.000000 Penalty: 3851.494873
	Iteration 17Q: 3 clusters Score -8237422 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138941 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8237633.500000 Penalty: 3851.494873
	Iteration 18Q: 3 clusters Score -8237634 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139171 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8237761.500000 Penalty: 3851.494873
	Iteration 19Q: 3 clusters Score -8237762 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139308 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8237845.500000 Penalty: 3851.494873
	Iteration 20F: 3 clusters Score -8237846 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139407 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8237923.000000 Penalty: 3851.494873
	Iteration 21Q: 3 clusters Score -8237923 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139472 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8237981.500000 Penalty: 3851.494873
	Iteration 22Q: 3 clusters Score -8237982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139518 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8238018.500000 Penalty: 3851.494873
	Iteration 23Q: 3 clusters Score -8238018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139547 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8238046.000000 Penalty: 3851.494873
	Iteration 24Q: 3 clusters Score -8238046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139568 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8238092.000000 Penalty: 3851.494873
	Iteration 25Q: 3 clusters Score -8238092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139586 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8238115.500000 Penalty: 3851.494873
	Iteration 26Q: 3 clusters Score -8238116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139597 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8238129.500000 Penalty: 3851.494873
	Iteration 27Q: 3 clusters Score -8238130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139615 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8238153.000000 Penalty: 3851.494873
	Iteration 28Q: 3 clusters Score -8238153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139624 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8238156.000000 Penalty: 3851.494873
	Iteration 29Q: 3 clusters Score -8238156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139635 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8238166.500000 Penalty: 3851.494873
	Iteration 30Q: 3 clusters Score -8238166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139641 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8238170.500000 Penalty: 3851.494873
	Iteration 31Q: 3 clusters Score -8238170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139645 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8238172.500000 Penalty: 3851.494873
	Iteration 32Q: 3 clusters Score -8238172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139646 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8238176.000000 Penalty: 3851.494873
	Iteration 33Q: 3 clusters Score -8238176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139648 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8238181.500000 Penalty: 3851.494873
	Iteration 34Q: 3 clusters Score -8238182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139652 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8238185.500000 Penalty: 3851.494873
	Iteration 35Q: 3 clusters Score -8238186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139654 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8238188.000000 Penalty: 3851.494873
	Iteration 36Q: 3 clusters Score -8238188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139656 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8238189.000000 Penalty: 3851.494873
	Iteration 37Q: 3 clusters Score -8238189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139656 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8238184.500000 Penalty: 3851.494873
	Iteration 38Q: 3 clusters Score -8238184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139656 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8238183.500000 Penalty: 3851.494873
	Iteration 39Q: 3 clusters Score -8238184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139656 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8238183.500000 Penalty: 3851.494873
	Iteration 40F: 3 clusters Score -8238184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Entering Unmasked Estep 
Score: -2267189.250000 Penalty: 1735.355957
	Iteration 0F: 2 clusters Score -2267189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2238044.000000 Penalty: 3470.711914
	Iteration 0F: 3 clusters Score -2238044 nChanged 20353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2249827.500000 Penalty: 3470.711914
	Iteration 1F: 3 clusters Score -2249828 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2250644.500000 Penalty: 3470.711914
	Iteration 2F: 3 clusters Score -2250644 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2251558.750000 Penalty: 3470.711914
	Iteration 3F: 3 clusters Score -2251559 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2252555.250000 Penalty: 3470.711914
	Iteration 4F: 3 clusters Score -2252555 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2253819.250000 Penalty: 3470.711914
	Iteration 5F: 3 clusters Score -2253819 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2255438.250000 Penalty: 3470.711914
	Iteration 6F: 3 clusters Score -2255438 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2257349.000000 Penalty: 3470.711914
	Iteration 7F: 3 clusters Score -2257349 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2259432.750000 Penalty: 3470.711914
	Iteration 8F: 3 clusters Score -2259433 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2261510.750000 Penalty: 3470.711914
	Iteration 9F: 3 clusters Score -2261511 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2263239.750000 Penalty: 3470.711914
	Iteration 10Q: 3 clusters Score -2263240 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2264371.500000 Penalty: 3470.711914
	Iteration 11Q: 3 clusters Score -2264372 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2265032.000000 Penalty: 3470.711914
	Iteration 12Q: 3 clusters Score -2265032 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2265466.500000 Penalty: 3470.711914
	Iteration 13Q: 3 clusters Score -2265466 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2265691.000000 Penalty: 3470.711914
	Iteration 14Q: 3 clusters Score -2265691 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2265826.250000 Penalty: 3470.711914
	Iteration 15Q: 3 clusters Score -2265826 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2265913.000000 Penalty: 3470.711914
	Iteration 16Q: 3 clusters Score -2265913 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2265960.250000 Penalty: 3470.711914
	Iteration 17Q: 3 clusters Score -2265960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2265999.000000 Penalty: 3470.711914
	Iteration 18Q: 3 clusters Score -2265999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2266031.000000 Penalty: 3470.711914
	Iteration 19Q: 3 clusters Score -2266031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2266066.250000 Penalty: 3470.711914
	Iteration 20F: 3 clusters Score -2266066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2266087.750000 Penalty: 3470.711914
	Iteration 21Q: 3 clusters Score -2266088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2266104.250000 Penalty: 3470.711914
	Iteration 22Q: 3 clusters Score -2266104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2266122.750000 Penalty: 3470.711914
	Iteration 23Q: 3 clusters Score -2266123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2266140.750000 Penalty: 3470.711914
	Iteration 24Q: 3 clusters Score -2266141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2266151.000000 Penalty: 3470.711914
	Iteration 25Q: 3 clusters Score -2266151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2266164.250000 Penalty: 3470.711914
	Iteration 26Q: 3 clusters Score -2266164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2266168.500000 Penalty: 3470.711914
	Iteration 27Q: 3 clusters Score -2266168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2266171.000000 Penalty: 3470.711914
	Iteration 28Q: 3 clusters Score -2266171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2266180.750000 Penalty: 3470.711914
	Iteration 29Q: 3 clusters Score -2266181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2266185.500000 Penalty: 3470.711914
	Iteration 30Q: 3 clusters Score -2266186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2266184.750000 Penalty: 3470.711914
	Iteration 31Q: 3 clusters Score -2266185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2266188.750000 Penalty: 3470.711914
	Iteration 32Q: 3 clusters Score -2266189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2266195.750000 Penalty: 3470.711914
	Iteration 33Q: 3 clusters Score -2266196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2266201.750000 Penalty: 3470.711914
	Iteration 34Q: 3 clusters Score -2266202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2266207.500000 Penalty: 3470.711914
	Iteration 35Q: 3 clusters Score -2266208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2266214.250000 Penalty: 3470.711914
	Iteration 36Q: 3 clusters Score -2266214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2266219.500000 Penalty: 3470.711914
	Iteration 37Q: 3 clusters Score -2266220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2266223.250000 Penalty: 3470.711914
	Iteration 38Q: 3 clusters Score -2266223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2266225.750000 Penalty: 3470.711914
	Iteration 39Q: 3 clusters Score -2266226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2266230.250000 Penalty: 3470.711914
	Iteration 40F: 3 clusters Score -2266230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2266231.000000 Penalty: 3470.711914
	Iteration 41Q: 3 clusters Score -2266231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2266231.750000 Penalty: 3470.711914
	Iteration 42Q: 3 clusters Score -2266232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2266245.250000 Penalty: 3470.711914
	Iteration 43Q: 3 clusters Score -2266245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2266247.750000 Penalty: 3470.711914
	Iteration 44Q: 3 clusters Score -2266248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2266250.750000 Penalty: 3470.711914
	Iteration 45Q: 3 clusters Score -2266251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2266257.000000 Penalty: 3470.711914
	Iteration 46Q: 3 clusters Score -2266257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2266259.250000 Penalty: 3470.711914
	Iteration 47Q: 3 clusters Score -2266259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2266262.750000 Penalty: 3470.711914
	Iteration 48Q: 3 clusters Score -2266263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2266268.000000 Penalty: 3470.711914
	Iteration 49Q: 3 clusters Score -2266268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2266268.000000 Penalty: 3470.711914
	Iteration 50Q: 3 clusters Score -2266268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2266272.250000 Penalty: 3470.711914
	Iteration 51Q: 3 clusters Score -2266272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2266272.250000 Penalty: 3470.711914
	Iteration 52F: 3 clusters Score -2266272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Entering Unmasked Estep 
Score: -376067.312500 Penalty: 1434.963135
	Iteration 0F: 2 clusters Score -376067.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -370939.031250 Penalty: 2869.926270
	Iteration 0F: 3 clusters Score -370939 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -372471.500000 Penalty: 2869.926270
	Iteration 1F: 3 clusters Score -372471.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -372668.812500 Penalty: 2869.926270
	Iteration 2F: 3 clusters Score -372668.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -372832.500000 Penalty: 2869.926270
	Iteration 3F: 3 clusters Score -372832.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -372949.968750 Penalty: 2869.926270
	Iteration 4Q: 3 clusters Score -372950 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -373050.156250 Penalty: 2869.926270
	Iteration 5Q: 3 clusters Score -373050.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -373150.125000 Penalty: 2869.926270
	Iteration 6Q: 3 clusters Score -373150.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -373255.437500 Penalty: 2869.926270
	Iteration 7Q: 3 clusters Score -373255.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -373376.593750 Penalty: 2869.926270
	Iteration 8Q: 3 clusters Score -373376.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -373509.500000 Penalty: 2869.926270
	Iteration 9Q: 3 clusters Score -373509.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -373653.375000 Penalty: 2869.926270
	Iteration 10Q: 3 clusters Score -373653.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -373808.343750 Penalty: 2869.926270
	Iteration 11Q: 3 clusters Score -373808.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -373975.437500 Penalty: 2869.926270
	Iteration 12Q: 3 clusters Score -373975.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -374151.781250 Penalty: 2869.926270
	Iteration 13Q: 3 clusters Score -374151.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -374285.875000 Penalty: 2869.926270
	Iteration 14Q: 3 clusters Score -374285.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -374400.406250 Penalty: 2869.926270
	Iteration 15Q: 3 clusters Score -374400.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -374505.718750 Penalty: 2869.926270
	Iteration 16Q: 3 clusters Score -374505.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -374576.718750 Penalty: 2869.926270
	Iteration 17Q: 3 clusters Score -374576.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -374628.375000 Penalty: 2869.926270
	Iteration 18Q: 3 clusters Score -374628.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -374663.468750 Penalty: 2869.926270
	Iteration 19Q: 3 clusters Score -374663.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -374700.343750 Penalty: 2869.926270
	Iteration 20F: 3 clusters Score -374700.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -374729.531250 Penalty: 2869.926270
	Iteration 21Q: 3 clusters Score -374729.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -374758.250000 Penalty: 2869.926270
	Iteration 22Q: 3 clusters Score -374758.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -374777.625000 Penalty: 2869.926270
	Iteration 23Q: 3 clusters Score -374777.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -374796.156250 Penalty: 2869.926270
	Iteration 24Q: 3 clusters Score -374796.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -374812.093750 Penalty: 2869.926270
	Iteration 25Q: 3 clusters Score -374812.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -374817.187500 Penalty: 2869.926270
	Iteration 26Q: 3 clusters Score -374817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -374820.500000 Penalty: 2869.926270
	Iteration 27Q: 3 clusters Score -374820.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -374822.687500 Penalty: 2869.926270
	Iteration 28Q: 3 clusters Score -374822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -374824.343750 Penalty: 2869.926270
	Iteration 29Q: 3 clusters Score -374824.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -374825.906250 Penalty: 2869.926270
	Iteration 30Q: 3 clusters Score -374825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -374827.843750 Penalty: 2869.926270
	Iteration 31Q: 3 clusters Score -374827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -374829.937500 Penalty: 2869.926270
	Iteration 32Q: 3 clusters Score -374829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -374831.000000 Penalty: 2869.926270
	Iteration 33Q: 3 clusters Score -374831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -374832.656250 Penalty: 2869.926270
	Iteration 34Q: 3 clusters Score -374832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -374833.812500 Penalty: 2869.926270
	Iteration 35Q: 3 clusters Score -374833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -374835.125000 Penalty: 2869.926270
	Iteration 36Q: 3 clusters Score -374835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -374836.937500 Penalty: 2869.926270
	Iteration 37Q: 3 clusters Score -374836.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -374836.937500 Penalty: 2869.926270
	Iteration 38F: 3 clusters Score -374836.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Entering Unmasked Estep 
Score: -872362.437500 Penalty: 1563.615845
	Iteration 0F: 2 clusters Score -872362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -861832.062500 Penalty: 3127.231689
	Iteration 0F: 3 clusters Score -861832.1 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -865536.125000 Penalty: 3127.231689
	Iteration 1F: 3 clusters Score -865536.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -865858.437500 Penalty: 3127.231689
	Iteration 2F: 3 clusters Score -865858.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -866106.000000 Penalty: 3127.231689
	Iteration 3Q: 3 clusters Score -866106 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -866347.875000 Penalty: 3127.231689
	Iteration 4Q: 3 clusters Score -866347.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -866625.375000 Penalty: 3127.231689
	Iteration 5Q: 3 clusters Score -866625.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -866922.125000 Penalty: 3127.231689
	Iteration 6Q: 3 clusters Score -866922.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -867275.875000 Penalty: 3127.231689
	Iteration 7Q: 3 clusters Score -867275.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -867672.000000 Penalty: 3127.231689
	Iteration 8Q: 3 clusters Score -867672 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -868155.750000 Penalty: 3127.231689
	Iteration 9Q: 3 clusters Score -868155.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -868641.562500 Penalty: 3127.231689
	Iteration 10Q: 3 clusters Score -868641.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -869025.312500 Penalty: 3127.231689
	Iteration 11Q: 3 clusters Score -869025.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -869289.437500 Penalty: 3127.231689
	Iteration 12Q: 3 clusters Score -869289.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -869451.687500 Penalty: 3127.231689
	Iteration 13Q: 3 clusters Score -869451.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -869570.500000 Penalty: 3127.231689
	Iteration 14Q: 3 clusters Score -869570.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -869671.750000 Penalty: 3127.231689
	Iteration 15Q: 3 clusters Score -869671.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -869762.062500 Penalty: 3127.231689
	Iteration 16Q: 3 clusters Score -869762.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -869832.625000 Penalty: 3127.231689
	Iteration 17Q: 3 clusters Score -869832.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -869895.125000 Penalty: 3127.231689
	Iteration 18Q: 3 clusters Score -869895.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -869936.562500 Penalty: 3127.231689
	Iteration 19Q: 3 clusters Score -869936.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -869974.937500 Penalty: 3127.231689
	Iteration 20F: 3 clusters Score -869974.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -870022.625000 Penalty: 3127.231689
	Iteration 21Q: 3 clusters Score -870022.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -870063.500000 Penalty: 3127.231689
	Iteration 22Q: 3 clusters Score -870063.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -870104.687500 Penalty: 3127.231689
	Iteration 23Q: 3 clusters Score -870104.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -870154.812500 Penalty: 3127.231689
	Iteration 24Q: 3 clusters Score -870154.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -870210.750000 Penalty: 3127.231689
	Iteration 25Q: 3 clusters Score -870210.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -870271.187500 Penalty: 3127.231689
	Iteration 26Q: 3 clusters Score -870271.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -870321.937500 Penalty: 3127.231689
	Iteration 27Q: 3 clusters Score -870321.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -870365.187500 Penalty: 3127.231689
	Iteration 28Q: 3 clusters Score -870365.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -870401.562500 Penalty: 3127.231689
	Iteration 29Q: 3 clusters Score -870401.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -870429.750000 Penalty: 3127.231689
	Iteration 30Q: 3 clusters Score -870429.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -870460.125000 Penalty: 3127.231689
	Iteration 31Q: 3 clusters Score -870460.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -870491.687500 Penalty: 3127.231689
	Iteration 32Q: 3 clusters Score -870491.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -870518.562500 Penalty: 3127.231689
	Iteration 33Q: 3 clusters Score -870518.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -870554.312500 Penalty: 3127.231689
	Iteration 34Q: 3 clusters Score -870554.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -870595.125000 Penalty: 3127.231689
	Iteration 35Q: 3 clusters Score -870595.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -870626.562500 Penalty: 3127.231689
	Iteration 36Q: 3 clusters Score -870626.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -870653.875000 Penalty: 3127.231689
	Iteration 37Q: 3 clusters Score -870653.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -870682.687500 Penalty: 3127.231689
	Iteration 38Q: 3 clusters Score -870682.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -870707.062500 Penalty: 3127.231689
	Iteration 39Q: 3 clusters Score -870707.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -870727.000000 Penalty: 3127.231689
	Iteration 40F: 3 clusters Score -870727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -870743.562500 Penalty: 3127.231689
	Iteration 41Q: 3 clusters Score -870743.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -870756.062500 Penalty: 3127.231689
	Iteration 42Q: 3 clusters Score -870756.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -870764.625000 Penalty: 3127.231689
	Iteration 43Q: 3 clusters Score -870764.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -870774.250000 Penalty: 3127.231689
	Iteration 44Q: 3 clusters Score -870774.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -870787.687500 Penalty: 3127.231689
	Iteration 45Q: 3 clusters Score -870787.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -870797.062500 Penalty: 3127.231689
	Iteration 46Q: 3 clusters Score -870797.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -870808.000000 Penalty: 3127.231689
	Iteration 47Q: 3 clusters Score -870808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -870819.000000 Penalty: 3127.231689
	Iteration 48Q: 3 clusters Score -870819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -870823.937500 Penalty: 3127.231689
	Iteration 49Q: 3 clusters Score -870823.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -870831.812500 Penalty: 3127.231689
	Iteration 50Q: 3 clusters Score -870831.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -870841.437500 Penalty: 3127.231689
	Iteration 51Q: 3 clusters Score -870841.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -870849.625000 Penalty: 3127.231689
	Iteration 52Q: 3 clusters Score -870849.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -870858.000000 Penalty: 3127.231689
	Iteration 53Q: 3 clusters Score -870858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -870870.437500 Penalty: 3127.231689
	Iteration 54Q: 3 clusters Score -870870.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -870874.937500 Penalty: 3127.231689
	Iteration 55Q: 3 clusters Score -870874.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -870878.875000 Penalty: 3127.231689
	Iteration 56Q: 3 clusters Score -870878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -870880.062500 Penalty: 3127.231689
	Iteration 57Q: 3 clusters Score -870880.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -870883.125000 Penalty: 3127.231689
	Iteration 58Q: 3 clusters Score -870883.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -870887.812500 Penalty: 3127.231689
	Iteration 59Q: 3 clusters Score -870887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -870891.250000 Penalty: 3127.231689
	Iteration 60F: 3 clusters Score -870891.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -870893.687500 Penalty: 3127.231689
	Iteration 61Q: 3 clusters Score -870893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -870895.250000 Penalty: 3127.231689
	Iteration 62Q: 3 clusters Score -870895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -870895.625000 Penalty: 3127.231689
	Iteration 63Q: 3 clusters Score -870895.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -870897.125000 Penalty: 3127.231689
	Iteration 64Q: 3 clusters Score -870897.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -870897.250000 Penalty: 3127.231689
	Iteration 65Q: 3 clusters Score -870897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -870899.375000 Penalty: 3127.231689
	Iteration 66Q: 3 clusters Score -870899.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -870901.625000 Penalty: 3127.231689
	Iteration 67Q: 3 clusters Score -870901.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -870906.625000 Penalty: 3127.231689
	Iteration 68Q: 3 clusters Score -870906.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -870908.500000 Penalty: 3127.231689
	Iteration 69Q: 3 clusters Score -870908.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -870915.937500 Penalty: 3127.231689
	Iteration 70Q: 3 clusters Score -870915.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -870923.000000 Penalty: 3127.231689
	Iteration 71Q: 3 clusters Score -870923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -870926.937500 Penalty: 3127.231689
	Iteration 72Q: 3 clusters Score -870926.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -870930.625000 Penalty: 3127.231689
	Iteration 73Q: 3 clusters Score -870930.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -870933.312500 Penalty: 3127.231689
	Iteration 74Q: 3 clusters Score -870933.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -870939.125000 Penalty: 3127.231689
	Iteration 75Q: 3 clusters Score -870939.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -870943.062500 Penalty: 3127.231689
	Iteration 76Q: 3 clusters Score -870943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -870943.812500 Penalty: 3127.231689
	Iteration 77Q: 3 clusters Score -870943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -870945.937500 Penalty: 3127.231689
	Iteration 78Q: 3 clusters Score -870945.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -870948.187500 Penalty: 3127.231689
	Iteration 79Q: 3 clusters Score -870948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -870951.812500 Penalty: 3127.231689
	Iteration 80F: 3 clusters Score -870951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -870954.437500 Penalty: 3127.231689
	Iteration 81Q: 3 clusters Score -870954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -870956.312500 Penalty: 3127.231689
	Iteration 82Q: 3 clusters Score -870956.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -870960.312500 Penalty: 3127.231689
	Iteration 83Q: 3 clusters Score -870960.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -870964.687500 Penalty: 3127.231689
	Iteration 84Q: 3 clusters Score -870964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -870968.500000 Penalty: 3127.231689
	Iteration 85Q: 3 clusters Score -870968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -870971.562500 Penalty: 3127.231689
	Iteration 86Q: 3 clusters Score -870971.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -870976.625000 Penalty: 3127.231689
	Iteration 87Q: 3 clusters Score -870976.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -870978.812500 Penalty: 3127.231689
	Iteration 88Q: 3 clusters Score -870978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -870978.312500 Penalty: 3127.231689
	Iteration 89Q: 3 clusters Score -870978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -870980.000000 Penalty: 3127.231689
	Iteration 90Q: 3 clusters Score -870980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -870979.562500 Penalty: 3127.231689
	Iteration 91Q: 3 clusters Score -870979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -870982.375000 Penalty: 3127.231689
	Iteration 92Q: 3 clusters Score -870982.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -870983.000000 Penalty: 3127.231689
	Iteration 93Q: 3 clusters Score -870983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -870983.125000 Penalty: 3127.231689
	Iteration 94Q: 3 clusters Score -870983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -870987.687500 Penalty: 3127.231689
	Iteration 95Q: 3 clusters Score -870987.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -870989.500000 Penalty: 3127.231689
	Iteration 96Q: 3 clusters Score -870989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -870994.125000 Penalty: 3127.231689
	Iteration 97Q: 3 clusters Score -870994.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -870999.687500 Penalty: 3127.231689
	Iteration 98Q: 3 clusters Score -870999.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -871002.937500 Penalty: 3127.231689
	Iteration 99Q: 3 clusters Score -871002.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -871005.500000 Penalty: 3127.231689
	Iteration 100F: 3 clusters Score -871005.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -871012.625000 Penalty: 3127.231689
	Iteration 101Q: 3 clusters Score -871012.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -871014.500000 Penalty: 3127.231689
	Iteration 102Q: 3 clusters Score -871014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -871017.937500 Penalty: 3127.231689
	Iteration 103Q: 3 clusters Score -871017.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -871019.062500 Penalty: 3127.231689
	Iteration 104Q: 3 clusters Score -871019.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -871020.187500 Penalty: 3127.231689
	Iteration 105Q: 3 clusters Score -871020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -871022.187500 Penalty: 3127.231689
	Iteration 106Q: 3 clusters Score -871022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -871023.812500 Penalty: 3127.231689
	Iteration 107Q: 3 clusters Score -871023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -871025.125000 Penalty: 3127.231689
	Iteration 108Q: 3 clusters Score -871025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -871026.937500 Penalty: 3127.231689
	Iteration 109Q: 3 clusters Score -871026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -871026.375000 Penalty: 3127.231689
	Iteration 110Q: 3 clusters Score -871026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -871026.937500 Penalty: 3127.231689
	Iteration 111Q: 3 clusters Score -871026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -871028.812500 Penalty: 3127.231689
	Iteration 112Q: 3 clusters Score -871028.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -871036.812500 Penalty: 3127.231689
	Iteration 113Q: 3 clusters Score -871036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -871040.437500 Penalty: 3127.231689
	Iteration 114Q: 3 clusters Score -871040.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -871044.187500 Penalty: 3127.231689
	Iteration 115Q: 3 clusters Score -871044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -871046.750000 Penalty: 3127.231689
	Iteration 116Q: 3 clusters Score -871046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -871048.125000 Penalty: 3127.231689
	Iteration 117Q: 3 clusters Score -871048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -871048.000000 Penalty: 3127.231689
	Iteration 118Q: 3 clusters Score -871048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -871049.125000 Penalty: 3127.231689
	Iteration 119Q: 3 clusters Score -871049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -871049.000000 Penalty: 3127.231689
	Iteration 120F: 3 clusters Score -871049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -871050.875000 Penalty: 3127.231689
	Iteration 121Q: 3 clusters Score -871050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -871052.000000 Penalty: 3127.231689
	Iteration 122Q: 3 clusters Score -871052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -871052.000000 Penalty: 3127.231689
	Iteration 123F: 3 clusters Score -871052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Entering Unmasked Estep 
Score: -5227080.000000 Penalty: 1852.083374
	Iteration 0F: 2 clusters Score -5227080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5167378.500000 Penalty: 3704.166748
	Iteration 0F: 3 clusters Score -5167378 nChanged 42612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -5191748.000000 Penalty: 3704.166748
	Iteration 1F: 3 clusters Score -5191748 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -5192484.500000 Penalty: 3704.166748
	Iteration 2Q: 3 clusters Score -5192484 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -5193313.000000 Penalty: 3704.166748
	Iteration 3Q: 3 clusters Score -5193313 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -5194405.000000 Penalty: 3704.166748
	Iteration 4Q: 3 clusters Score -5194405 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -5196032.000000 Penalty: 3704.166748
	Iteration 5Q: 3 clusters Score -5196032 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -5198385.500000 Penalty: 3704.166748
	Iteration 6F: 3 clusters Score -5198386 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -5201642.500000 Penalty: 3704.166748
	Iteration 7F: 3 clusters Score -5201642 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -5205877.000000 Penalty: 3704.166748
	Iteration 8F: 3 clusters Score -5205877 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -5210844.000000 Penalty: 3704.166748
	Iteration 9F: 3 clusters Score -5210844 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -5215765.000000 Penalty: 3704.166748
	Iteration 10F: 3 clusters Score -5215765 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -5219858.500000 Penalty: 3704.166748
	Iteration 11F: 3 clusters Score -5219858 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -5222673.000000 Penalty: 3704.166748
	Iteration 12Q: 3 clusters Score -5222673 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -5224151.000000 Penalty: 3704.166748
	Iteration 13Q: 3 clusters Score -5224151 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -5224881.000000 Penalty: 3704.166748
	Iteration 14Q: 3 clusters Score -5224881 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -5225152.500000 Penalty: 3704.166748
	Iteration 15Q: 3 clusters Score -5225152 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -5225320.000000 Penalty: 3704.166748
	Iteration 16Q: 3 clusters Score -5225320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -5225396.000000 Penalty: 3704.166748
	Iteration 17Q: 3 clusters Score -5225396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -5225443.000000 Penalty: 3704.166748
	Iteration 18Q: 3 clusters Score -5225443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -5225472.000000 Penalty: 3704.166748
	Iteration 19Q: 3 clusters Score -5225472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -5225487.500000 Penalty: 3704.166748
	Iteration 20F: 3 clusters Score -5225488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -5225508.500000 Penalty: 3704.166748
	Iteration 21Q: 3 clusters Score -5225508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -5225523.000000 Penalty: 3704.166748
	Iteration 22Q: 3 clusters Score -5225523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 88833 members 
Entering Unmasked Estep 
Score: -5225525.000000 Penalty: 3704.166748
	Iteration 23Q: 3 clusters Score -5225525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -5225522.500000 Penalty: 3704.166748
	Iteration 24Q: 3 clusters Score -5225522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -5225534.000000 Penalty: 3704.166748
	Iteration 25Q: 3 clusters Score -5225534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -5225533.500000 Penalty: 3704.166748
	Iteration 26Q: 3 clusters Score -5225534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -5225546.000000 Penalty: 3704.166748
	Iteration 27Q: 3 clusters Score -5225546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -5225552.500000 Penalty: 3704.166748
	Iteration 28Q: 3 clusters Score -5225552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -5225554.500000 Penalty: 3704.166748
	Iteration 29Q: 3 clusters Score -5225554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -5225555.500000 Penalty: 3704.166748
	Iteration 30Q: 3 clusters Score -5225556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -5225555.500000 Penalty: 3704.166748
	Iteration 31F: 3 clusters Score -5225556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -113290.453125 Penalty: 1244.231689
	Iteration 0F: 2 clusters Score -113290.5 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 1047 members 
Entering Unmasked Estep 
Score: -111166.960938 Penalty: 2488.463379
	Iteration 0F: 3 clusters Score -111167 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -111675.359375 Penalty: 2488.463379
	Iteration 1F: 3 clusters Score -111675.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -111765.023438 Penalty: 2488.463379
	Iteration 2F: 3 clusters Score -111765 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -111828.140625 Penalty: 2488.463379
	Iteration 3Q: 3 clusters Score -111828.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -111883.437500 Penalty: 2488.463379
	Iteration 4Q: 3 clusters Score -111883.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -111925.609375 Penalty: 2488.463379
	Iteration 5Q: 3 clusters Score -111925.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -111953.664062 Penalty: 2488.463379
	Iteration 6Q: 3 clusters Score -111953.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -111973.945312 Penalty: 2488.463379
	Iteration 7Q: 3 clusters Score -111973.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -111994.671875 Penalty: 2488.463379
	Iteration 8Q: 3 clusters Score -111994.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -112007.851562 Penalty: 2488.463379
	Iteration 9Q: 3 clusters Score -112007.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -112018.242188 Penalty: 2488.463379
	Iteration 10Q: 3 clusters Score -112018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -112026.593750 Penalty: 2488.463379
	Iteration 11Q: 3 clusters Score -112026.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -112036.898438 Penalty: 2488.463379
	Iteration 12Q: 3 clusters Score -112036.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -112048.757812 Penalty: 2488.463379
	Iteration 13Q: 3 clusters Score -112048.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -112060.601562 Penalty: 2488.463379
	Iteration 14Q: 3 clusters Score -112060.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -112069.875000 Penalty: 2488.463379
	Iteration 15Q: 3 clusters Score -112069.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -112073.500000 Penalty: 2488.463379
	Iteration 16Q: 3 clusters Score -112073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -112076.734375 Penalty: 2488.463379
	Iteration 17Q: 3 clusters Score -112076.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -112078.601562 Penalty: 2488.463379
	Iteration 18Q: 3 clusters Score -112078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -112080.593750 Penalty: 2488.463379
	Iteration 19Q: 3 clusters Score -112080.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -112085.296875 Penalty: 2488.463379
	Iteration 20F: 3 clusters Score -112085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -112086.515625 Penalty: 2488.463379
	Iteration 21Q: 3 clusters Score -112086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -112086.937500 Penalty: 2488.463379
	Iteration 22Q: 3 clusters Score -112086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -112088.601562 Penalty: 2488.463379
	Iteration 23Q: 3 clusters Score -112088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -112089.171875 Penalty: 2488.463379
	Iteration 24Q: 3 clusters Score -112089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -112091.125000 Penalty: 2488.463379
	Iteration 25Q: 3 clusters Score -112091.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -112093.906250 Penalty: 2488.463379
	Iteration 26Q: 3 clusters Score -112093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -112098.539062 Penalty: 2488.463379
	Iteration 27Q: 3 clusters Score -112098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -112102.781250 Penalty: 2488.463379
	Iteration 28Q: 3 clusters Score -112102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -112104.937500 Penalty: 2488.463379
	Iteration 29Q: 3 clusters Score -112104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -112107.710938 Penalty: 2488.463379
	Iteration 30Q: 3 clusters Score -112107.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -112110.742188 Penalty: 2488.463379
	Iteration 31Q: 3 clusters Score -112110.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -112115.914062 Penalty: 2488.463379
	Iteration 32Q: 3 clusters Score -112115.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -112121.039062 Penalty: 2488.463379
	Iteration 33Q: 3 clusters Score -112121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -112123.164062 Penalty: 2488.463379
	Iteration 34Q: 3 clusters Score -112123.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -112127.984375 Penalty: 2488.463379
	Iteration 35Q: 3 clusters Score -112128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -112128.875000 Penalty: 2488.463379
	Iteration 36Q: 3 clusters Score -112128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -112129.242188 Penalty: 2488.463379
	Iteration 37Q: 3 clusters Score -112129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -112130.273438 Penalty: 2488.463379
	Iteration 38Q: 3 clusters Score -112130.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -112130.820312 Penalty: 2488.463379
	Iteration 39Q: 3 clusters Score -112130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -112131.476562 Penalty: 2488.463379
	Iteration 40F: 3 clusters Score -112131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -112131.914062 Penalty: 2488.463379
	Iteration 41Q: 3 clusters Score -112131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -112132.000000 Penalty: 2488.463379
	Iteration 42Q: 3 clusters Score -112132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -112132.000000 Penalty: 2488.463379
	Iteration 43F: 3 clusters Score -112132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -254003.781250 Penalty: 1364.118164
	Iteration 0F: 2 clusters Score -254003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -250389.468750 Penalty: 2728.236328
	Iteration 0F: 3 clusters Score -250389.5 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -251338.703125 Penalty: 2728.236328
	Iteration 1F: 3 clusters Score -251338.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -251539.968750 Penalty: 2728.236328
	Iteration 2F: 3 clusters Score -251540 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -251760.921875 Penalty: 2728.236328
	Iteration 3F: 3 clusters Score -251760.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -252006.140625 Penalty: 2728.236328
	Iteration 4F: 3 clusters Score -252006.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -252295.578125 Penalty: 2728.236328
	Iteration 5F: 3 clusters Score -252295.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -252609.390625 Penalty: 2728.236328
	Iteration 6F: 3 clusters Score -252609.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -252969.015625 Penalty: 2728.236328
	Iteration 7F: 3 clusters Score -252969 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -253352.890625 Penalty: 2728.236328
	Iteration 8F: 3 clusters Score -253352.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -253695.796875 Penalty: 2728.236328
	Iteration 9F: 3 clusters Score -253695.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -253925.906250 Penalty: 2728.236328
	Iteration 10F: 3 clusters Score -253925.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -254026.703125 Penalty: 2728.236328
	Iteration 11Q: 3 clusters Score -254026.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -254112.109375 Penalty: 2728.236328
	Iteration 12Q: 3 clusters Score -254112.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -254197.375000 Penalty: 2728.236328
	Iteration 13Q: 3 clusters Score -254197.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -254269.968750 Penalty: 2728.236328
	Iteration 14Q: 3 clusters Score -254270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -254316.500000 Penalty: 2728.236328
	Iteration 15Q: 3 clusters Score -254316.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -254342.781250 Penalty: 2728.236328
	Iteration 16Q: 3 clusters Score -254342.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -254356.953125 Penalty: 2728.236328
	Iteration 17Q: 3 clusters Score -254357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -254365.453125 Penalty: 2728.236328
	Iteration 18Q: 3 clusters Score -254365.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -254370.734375 Penalty: 2728.236328
	Iteration 19Q: 3 clusters Score -254370.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -254373.140625 Penalty: 2728.236328
	Iteration 20F: 3 clusters Score -254373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -254373.921875 Penalty: 2728.236328
	Iteration 21Q: 3 clusters Score -254373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -254374.328125 Penalty: 2728.236328
	Iteration 22Q: 3 clusters Score -254374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -254374.312500 Penalty: 2728.236328
	Iteration 23Q: 3 clusters Score -254374.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -254374.312500 Penalty: 2728.236328
	Iteration 24F: 3 clusters Score -254374.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105513 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 14306 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18741 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140190 members 
Mstep: Class 12 contains 43439 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 15097 members 
Mstep: Class 15 contains 89093 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 36461 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 10744 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41323 members 
Mstep: Class 25 contains 18504 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9491 members 
Mstep: Class 30 contains 2534 members 
Entering Unmasked Estep 
Score: -34146368.000000 Penalty: 65047.898438
Splitting cluster 17 changes total score from -34146744.000000 to -34146368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Entering Unmasked Estep 
Score: -618102.187500 Penalty: 1512.522339
	Iteration 0F: 2 clusters Score -618102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -610322.312500 Penalty: 3025.044678
	Iteration 0F: 3 clusters Score -610322.3 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -612953.437500 Penalty: 3025.044678
	Iteration 1F: 3 clusters Score -612953.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -613338.375000 Penalty: 3025.044678
	Iteration 2F: 3 clusters Score -613338.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -613686.437500 Penalty: 3025.044678
	Iteration 3F: 3 clusters Score -613686.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -614057.687500 Penalty: 3025.044678
	Iteration 4F: 3 clusters Score -614057.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -614441.875000 Penalty: 3025.044678
	Iteration 5F: 3 clusters Score -614441.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -614858.812500 Penalty: 3025.044678
	Iteration 6F: 3 clusters Score -614858.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -615305.437500 Penalty: 3025.044678
	Iteration 7F: 3 clusters Score -615305.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -615778.437500 Penalty: 3025.044678
	Iteration 8Q: 3 clusters Score -615778.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -616246.312500 Penalty: 3025.044678
	Iteration 9Q: 3 clusters Score -616246.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -616621.687500 Penalty: 3025.044678
	Iteration 10Q: 3 clusters Score -616621.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -616873.875000 Penalty: 3025.044678
	Iteration 11Q: 3 clusters Score -616873.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -617029.875000 Penalty: 3025.044678
	Iteration 12Q: 3 clusters Score -617029.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -617124.375000 Penalty: 3025.044678
	Iteration 13Q: 3 clusters Score -617124.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -617186.875000 Penalty: 3025.044678
	Iteration 14Q: 3 clusters Score -617186.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -617228.750000 Penalty: 3025.044678
	Iteration 15Q: 3 clusters Score -617228.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -617253.187500 Penalty: 3025.044678
	Iteration 16Q: 3 clusters Score -617253.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -617267.500000 Penalty: 3025.044678
	Iteration 17Q: 3 clusters Score -617267.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -617274.812500 Penalty: 3025.044678
	Iteration 18Q: 3 clusters Score -617274.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -617280.187500 Penalty: 3025.044678
	Iteration 19Q: 3 clusters Score -617280.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -617286.062500 Penalty: 3025.044678
	Iteration 20F: 3 clusters Score -617286.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -617289.187500 Penalty: 3025.044678
	Iteration 21Q: 3 clusters Score -617289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -617292.125000 Penalty: 3025.044678
	Iteration 22Q: 3 clusters Score -617292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -617296.125000 Penalty: 3025.044678
	Iteration 23Q: 3 clusters Score -617296.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -617298.437500 Penalty: 3025.044678
	Iteration 24Q: 3 clusters Score -617298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -617298.687500 Penalty: 3025.044678
	Iteration 25Q: 3 clusters Score -617298.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -617301.625000 Penalty: 3025.044678
	Iteration 26Q: 3 clusters Score -617301.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -617301.562500 Penalty: 3025.044678
	Iteration 27Q: 3 clusters Score -617301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -617300.687500 Penalty: 3025.044678
	Iteration 28Q: 3 clusters Score -617300.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -617302.000000 Penalty: 3025.044678
	Iteration 29Q: 3 clusters Score -617302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -617302.812500 Penalty: 3025.044678
	Iteration 30Q: 3 clusters Score -617302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -617302.375000 Penalty: 3025.044678
	Iteration 31Q: 3 clusters Score -617302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -617302.375000 Penalty: 3025.044678
	Iteration 32F: 3 clusters Score -617302.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Entering Unmasked Estep 
Score: -445211.750000 Penalty: 1457.591919
	Iteration 0F: 2 clusters Score -445211.8 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 4027 members 
Entering Unmasked Estep 
Score: -439415.562500 Penalty: 2915.183838
	Iteration 0F: 3 clusters Score -439415.6 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -441241.218750 Penalty: 2915.183838
	Iteration 1F: 3 clusters Score -441241.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -441458.312500 Penalty: 2915.183838
	Iteration 2F: 3 clusters Score -441458.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -441643.062500 Penalty: 2915.183838
	Iteration 3F: 3 clusters Score -441643.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -441819.656250 Penalty: 2915.183838
	Iteration 4Q: 3 clusters Score -441819.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -442023.343750 Penalty: 2915.183838
	Iteration 5Q: 3 clusters Score -442023.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -442242.531250 Penalty: 2915.183838
	Iteration 6Q: 3 clusters Score -442242.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -442473.000000 Penalty: 2915.183838
	Iteration 7Q: 3 clusters Score -442473 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -442682.687500 Penalty: 2915.183838
	Iteration 8Q: 3 clusters Score -442682.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -442914.656250 Penalty: 2915.183838
	Iteration 9Q: 3 clusters Score -442914.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -443138.687500 Penalty: 2915.183838
	Iteration 10Q: 3 clusters Score -443138.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -443291.625000 Penalty: 2915.183838
	Iteration 11Q: 3 clusters Score -443291.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -443421.218750 Penalty: 2915.183838
	Iteration 12Q: 3 clusters Score -443421.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -443541.062500 Penalty: 2915.183838
	Iteration 13Q: 3 clusters Score -443541.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -443637.093750 Penalty: 2915.183838
	Iteration 14Q: 3 clusters Score -443637.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -443698.468750 Penalty: 2915.183838
	Iteration 15Q: 3 clusters Score -443698.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -443745.156250 Penalty: 2915.183838
	Iteration 16Q: 3 clusters Score -443745.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -443785.656250 Penalty: 2915.183838
	Iteration 17Q: 3 clusters Score -443785.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -443813.718750 Penalty: 2915.183838
	Iteration 18Q: 3 clusters Score -443813.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -443838.281250 Penalty: 2915.183838
	Iteration 19Q: 3 clusters Score -443838.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -443864.218750 Penalty: 2915.183838
	Iteration 20F: 3 clusters Score -443864.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -443892.750000 Penalty: 2915.183838
	Iteration 21Q: 3 clusters Score -443892.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -443917.750000 Penalty: 2915.183838
	Iteration 22Q: 3 clusters Score -443917.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -443939.031250 Penalty: 2915.183838
	Iteration 23Q: 3 clusters Score -443939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -443957.750000 Penalty: 2915.183838
	Iteration 24Q: 3 clusters Score -443957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -443970.843750 Penalty: 2915.183838
	Iteration 25Q: 3 clusters Score -443970.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -443980.937500 Penalty: 2915.183838
	Iteration 26Q: 3 clusters Score -443980.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -443989.656250 Penalty: 2915.183838
	Iteration 27Q: 3 clusters Score -443989.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -443995.375000 Penalty: 2915.183838
	Iteration 28Q: 3 clusters Score -443995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -443999.218750 Penalty: 2915.183838
	Iteration 29Q: 3 clusters Score -443999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -443999.812500 Penalty: 2915.183838
	Iteration 30Q: 3 clusters Score -443999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -443999.812500 Penalty: 2915.183838
	Iteration 31F: 3 clusters Score -443999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Entering Unmasked Estep 
Score: -2140048.500000 Penalty: 1706.899780
	Iteration 0F: 2 clusters Score -2140048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2115610.250000 Penalty: 3413.799561
	Iteration 0F: 3 clusters Score -2115610 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2125206.000000 Penalty: 3413.799561
	Iteration 1F: 3 clusters Score -2125206 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2125617.500000 Penalty: 3413.799561
	Iteration 2Q: 3 clusters Score -2125618 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2125988.500000 Penalty: 3413.799561
	Iteration 3Q: 3 clusters Score -2125988 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2126338.000000 Penalty: 3413.799561
	Iteration 4Q: 3 clusters Score -2126338 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2126720.500000 Penalty: 3413.799561
	Iteration 5Q: 3 clusters Score -2126720 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2127139.250000 Penalty: 3413.799561
	Iteration 6Q: 3 clusters Score -2127139 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2127668.750000 Penalty: 3413.799561
	Iteration 7Q: 3 clusters Score -2127669 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2128331.000000 Penalty: 3413.799561
	Iteration 8Q: 3 clusters Score -2128331 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2129274.250000 Penalty: 3413.799561
	Iteration 9Q: 3 clusters Score -2129274 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2130416.250000 Penalty: 3413.799561
	Iteration 10Q: 3 clusters Score -2130416 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2131523.750000 Penalty: 3413.799561
	Iteration 11Q: 3 clusters Score -2131524 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2132241.250000 Penalty: 3413.799561
	Iteration 12Q: 3 clusters Score -2132241 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2132550.000000 Penalty: 3413.799561
	Iteration 13Q: 3 clusters Score -2132550 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2132705.000000 Penalty: 3413.799561
	Iteration 14Q: 3 clusters Score -2132705 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2132799.000000 Penalty: 3413.799561
	Iteration 15Q: 3 clusters Score -2132799 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2132890.750000 Penalty: 3413.799561
	Iteration 16Q: 3 clusters Score -2132891 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2132952.250000 Penalty: 3413.799561
	Iteration 17Q: 3 clusters Score -2132952 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2133015.750000 Penalty: 3413.799561
	Iteration 18Q: 3 clusters Score -2133016 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2133090.500000 Penalty: 3413.799561
	Iteration 19Q: 3 clusters Score -2133090 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2133183.500000 Penalty: 3413.799561
	Iteration 20F: 3 clusters Score -2133184 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2133267.250000 Penalty: 3413.799561
	Iteration 21Q: 3 clusters Score -2133267 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2133368.250000 Penalty: 3413.799561
	Iteration 22Q: 3 clusters Score -2133368 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2133472.500000 Penalty: 3413.799561
	Iteration 23Q: 3 clusters Score -2133472 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -2133596.750000 Penalty: 3413.799561
	Iteration 24Q: 3 clusters Score -2133597 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2133740.750000 Penalty: 3413.799561
	Iteration 25Q: 3 clusters Score -2133741 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -2133875.500000 Penalty: 3413.799561
	Iteration 26Q: 3 clusters Score -2133876 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -2134079.250000 Penalty: 3413.799561
	Iteration 27Q: 3 clusters Score -2134079 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -2134260.750000 Penalty: 3413.799561
	Iteration 28Q: 3 clusters Score -2134261 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -2134485.750000 Penalty: 3413.799561
	Iteration 29Q: 3 clusters Score -2134486 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -2134740.750000 Penalty: 3413.799561
	Iteration 30Q: 3 clusters Score -2134741 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -2135002.000000 Penalty: 3413.799561
	Iteration 31Q: 3 clusters Score -2135002 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -2135316.250000 Penalty: 3413.799561
	Iteration 32Q: 3 clusters Score -2135316 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -2135653.250000 Penalty: 3413.799561
	Iteration 33Q: 3 clusters Score -2135653 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -2135999.250000 Penalty: 3413.799561
	Iteration 34Q: 3 clusters Score -2135999 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -2136379.750000 Penalty: 3413.799561
	Iteration 35Q: 3 clusters Score -2136380 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -2136754.000000 Penalty: 3413.799561
	Iteration 36Q: 3 clusters Score -2136754 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -2137110.500000 Penalty: 3413.799561
	Iteration 37Q: 3 clusters Score -2137110 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -2137417.250000 Penalty: 3413.799561
	Iteration 38Q: 3 clusters Score -2137417 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -2137698.750000 Penalty: 3413.799561
	Iteration 39Q: 3 clusters Score -2137699 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -2137941.250000 Penalty: 3413.799561
	Iteration 40F: 3 clusters Score -2137941 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -2138126.250000 Penalty: 3413.799561
	Iteration 41Q: 3 clusters Score -2138126 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -2138257.750000 Penalty: 3413.799561
	Iteration 42Q: 3 clusters Score -2138258 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -2138344.250000 Penalty: 3413.799561
	Iteration 43Q: 3 clusters Score -2138344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -2138422.000000 Penalty: 3413.799561
	Iteration 44Q: 3 clusters Score -2138422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -2138474.750000 Penalty: 3413.799561
	Iteration 45Q: 3 clusters Score -2138475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -2138506.500000 Penalty: 3413.799561
	Iteration 46Q: 3 clusters Score -2138506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -2138532.000000 Penalty: 3413.799561
	Iteration 47Q: 3 clusters Score -2138532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -2138548.750000 Penalty: 3413.799561
	Iteration 48Q: 3 clusters Score -2138549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -2138558.250000 Penalty: 3413.799561
	Iteration 49Q: 3 clusters Score -2138558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -2138563.250000 Penalty: 3413.799561
	Iteration 50Q: 3 clusters Score -2138563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -2138570.000000 Penalty: 3413.799561
	Iteration 51Q: 3 clusters Score -2138570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -2138580.000000 Penalty: 3413.799561
	Iteration 52Q: 3 clusters Score -2138580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -2138592.750000 Penalty: 3413.799561
	Iteration 53Q: 3 clusters Score -2138593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -2138600.000000 Penalty: 3413.799561
	Iteration 54Q: 3 clusters Score -2138600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -2138600.500000 Penalty: 3413.799561
	Iteration 55Q: 3 clusters Score -2138600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -2138602.500000 Penalty: 3413.799561
	Iteration 56Q: 3 clusters Score -2138602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -2138608.000000 Penalty: 3413.799561
	Iteration 57Q: 3 clusters Score -2138608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -2138612.750000 Penalty: 3413.799561
	Iteration 58Q: 3 clusters Score -2138613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -2138618.000000 Penalty: 3413.799561
	Iteration 59Q: 3 clusters Score -2138618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -2138621.000000 Penalty: 3413.799561
	Iteration 60F: 3 clusters Score -2138621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -2138624.000000 Penalty: 3413.799561
	Iteration 61Q: 3 clusters Score -2138624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -2138626.250000 Penalty: 3413.799561
	Iteration 62Q: 3 clusters Score -2138626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -2138628.250000 Penalty: 3413.799561
	Iteration 63Q: 3 clusters Score -2138628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -2138629.500000 Penalty: 3413.799561
	Iteration 64Q: 3 clusters Score -2138630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -2138629.250000 Penalty: 3413.799561
	Iteration 65Q: 3 clusters Score -2138629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -2138633.000000 Penalty: 3413.799561
	Iteration 66Q: 3 clusters Score -2138633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -2138632.500000 Penalty: 3413.799561
	Iteration 67Q: 3 clusters Score -2138632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -2138631.500000 Penalty: 3413.799561
	Iteration 68Q: 3 clusters Score -2138632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -2138633.250000 Penalty: 3413.799561
	Iteration 69Q: 3 clusters Score -2138633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -2138634.250000 Penalty: 3413.799561
	Iteration 70Q: 3 clusters Score -2138634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -2138639.500000 Penalty: 3413.799561
	Iteration 71Q: 3 clusters Score -2138640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -2138639.500000 Penalty: 3413.799561
	Iteration 72F: 3 clusters Score -2138640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -213330.000000 Penalty: 1378.758789
	Iteration 0F: 2 clusters Score -213330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -209564.375000 Penalty: 2757.517578
	Iteration 0F: 3 clusters Score -209564.4 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -210860.359375 Penalty: 2757.517578
	Iteration 1F: 3 clusters Score -210860.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -211146.796875 Penalty: 2757.517578
	Iteration 2F: 3 clusters Score -211146.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -211332.046875 Penalty: 2757.517578
	Iteration 3F: 3 clusters Score -211332 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -211498.828125 Penalty: 2757.517578
	Iteration 4Q: 3 clusters Score -211498.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -211669.515625 Penalty: 2757.517578
	Iteration 5Q: 3 clusters Score -211669.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -211828.343750 Penalty: 2757.517578
	Iteration 6Q: 3 clusters Score -211828.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -211994.187500 Penalty: 2757.517578
	Iteration 7Q: 3 clusters Score -211994.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -212165.906250 Penalty: 2757.517578
	Iteration 8Q: 3 clusters Score -212165.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -212320.984375 Penalty: 2757.517578
	Iteration 9Q: 3 clusters Score -212321 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -212435.953125 Penalty: 2757.517578
	Iteration 10Q: 3 clusters Score -212436 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -212505.437500 Penalty: 2757.517578
	Iteration 11Q: 3 clusters Score -212505.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -212544.671875 Penalty: 2757.517578
	Iteration 12Q: 3 clusters Score -212544.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -212568.375000 Penalty: 2757.517578
	Iteration 13Q: 3 clusters Score -212568.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -212584.281250 Penalty: 2757.517578
	Iteration 14Q: 3 clusters Score -212584.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -212597.500000 Penalty: 2757.517578
	Iteration 15Q: 3 clusters Score -212597.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -212610.859375 Penalty: 2757.517578
	Iteration 16Q: 3 clusters Score -212610.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -212619.296875 Penalty: 2757.517578
	Iteration 17Q: 3 clusters Score -212619.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -212629.500000 Penalty: 2757.517578
	Iteration 18Q: 3 clusters Score -212629.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -212637.546875 Penalty: 2757.517578
	Iteration 19Q: 3 clusters Score -212637.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -212643.156250 Penalty: 2757.517578
	Iteration 20F: 3 clusters Score -212643.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -212648.734375 Penalty: 2757.517578
	Iteration 21Q: 3 clusters Score -212648.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -212653.046875 Penalty: 2757.517578
	Iteration 22Q: 3 clusters Score -212653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -212656.953125 Penalty: 2757.517578
	Iteration 23Q: 3 clusters Score -212657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -212658.031250 Penalty: 2757.517578
	Iteration 24Q: 3 clusters Score -212658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -212658.968750 Penalty: 2757.517578
	Iteration 25Q: 3 clusters Score -212659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -212659.187500 Penalty: 2757.517578
	Iteration 26Q: 3 clusters Score -212659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -212659.312500 Penalty: 2757.517578
	Iteration 27Q: 3 clusters Score -212659.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -212659.859375 Penalty: 2757.517578
	Iteration 28Q: 3 clusters Score -212659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -212660.531250 Penalty: 2757.517578
	Iteration 29Q: 3 clusters Score -212660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -212661.843750 Penalty: 2757.517578
	Iteration 30Q: 3 clusters Score -212661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -212663.281250 Penalty: 2757.517578
	Iteration 31Q: 3 clusters Score -212663.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -212663.953125 Penalty: 2757.517578
	Iteration 32Q: 3 clusters Score -212664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -212665.156250 Penalty: 2757.517578
	Iteration 33Q: 3 clusters Score -212665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -212665.640625 Penalty: 2757.517578
	Iteration 34Q: 3 clusters Score -212665.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -212665.640625 Penalty: 2757.517578
	Iteration 35F: 3 clusters Score -212665.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Entering Unmasked Estep 
Score: -573563.000000 Penalty: 1508.341675
	Iteration 0F: 2 clusters Score -573563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -565978.000000 Penalty: 3016.683350
	Iteration 0F: 3 clusters Score -565978 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -568513.812500 Penalty: 3016.683350
	Iteration 1F: 3 clusters Score -568513.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -568753.750000 Penalty: 3016.683350
	Iteration 2F: 3 clusters Score -568753.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -568938.562500 Penalty: 3016.683350
	Iteration 3Q: 3 clusters Score -568938.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -569101.062500 Penalty: 3016.683350
	Iteration 4Q: 3 clusters Score -569101.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -569255.500000 Penalty: 3016.683350
	Iteration 5Q: 3 clusters Score -569255.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -569433.250000 Penalty: 3016.683350
	Iteration 6Q: 3 clusters Score -569433.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -569617.812500 Penalty: 3016.683350
	Iteration 7Q: 3 clusters Score -569617.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -569810.687500 Penalty: 3016.683350
	Iteration 8Q: 3 clusters Score -569810.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -570004.687500 Penalty: 3016.683350
	Iteration 9Q: 3 clusters Score -570004.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -570220.250000 Penalty: 3016.683350
	Iteration 10Q: 3 clusters Score -570220.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -570452.312500 Penalty: 3016.683350
	Iteration 11Q: 3 clusters Score -570452.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -570663.187500 Penalty: 3016.683350
	Iteration 12Q: 3 clusters Score -570663.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -570878.125000 Penalty: 3016.683350
	Iteration 13Q: 3 clusters Score -570878.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -571082.500000 Penalty: 3016.683350
	Iteration 14Q: 3 clusters Score -571082.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -571232.750000 Penalty: 3016.683350
	Iteration 15Q: 3 clusters Score -571232.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -571345.812500 Penalty: 3016.683350
	Iteration 16Q: 3 clusters Score -571345.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -571445.250000 Penalty: 3016.683350
	Iteration 17Q: 3 clusters Score -571445.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -571519.375000 Penalty: 3016.683350
	Iteration 18Q: 3 clusters Score -571519.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -571576.562500 Penalty: 3016.683350
	Iteration 19Q: 3 clusters Score -571576.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -571633.062500 Penalty: 3016.683350
	Iteration 20F: 3 clusters Score -571633.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -571701.937500 Penalty: 3016.683350
	Iteration 21Q: 3 clusters Score -571701.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -571785.062500 Penalty: 3016.683350
	Iteration 22Q: 3 clusters Score -571785.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -571869.187500 Penalty: 3016.683350
	Iteration 23Q: 3 clusters Score -571869.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -571965.500000 Penalty: 3016.683350
	Iteration 24Q: 3 clusters Score -571965.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -572085.687500 Penalty: 3016.683350
	Iteration 25Q: 3 clusters Score -572085.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -572262.687500 Penalty: 3016.683350
	Iteration 26Q: 3 clusters Score -572262.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -572442.125000 Penalty: 3016.683350
	Iteration 27Q: 3 clusters Score -572442.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -572609.687500 Penalty: 3016.683350
	Iteration 28Q: 3 clusters Score -572609.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -572775.000000 Penalty: 3016.683350
	Iteration 29Q: 3 clusters Score -572775 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -572886.375000 Penalty: 3016.683350
	Iteration 30Q: 3 clusters Score -572886.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -572958.000000 Penalty: 3016.683350
	Iteration 31Q: 3 clusters Score -572958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -573001.812500 Penalty: 3016.683350
	Iteration 32Q: 3 clusters Score -573001.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -573028.250000 Penalty: 3016.683350
	Iteration 33Q: 3 clusters Score -573028.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -573057.312500 Penalty: 3016.683350
	Iteration 34Q: 3 clusters Score -573057.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -573072.937500 Penalty: 3016.683350
	Iteration 35Q: 3 clusters Score -573072.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -573084.000000 Penalty: 3016.683350
	Iteration 36Q: 3 clusters Score -573084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -573092.875000 Penalty: 3016.683350
	Iteration 37Q: 3 clusters Score -573092.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -573097.125000 Penalty: 3016.683350
	Iteration 38Q: 3 clusters Score -573097.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -573099.562500 Penalty: 3016.683350
	Iteration 39Q: 3 clusters Score -573099.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -573103.062500 Penalty: 3016.683350
	Iteration 40F: 3 clusters Score -573103.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -573104.250000 Penalty: 3016.683350
	Iteration 41Q: 3 clusters Score -573104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -573106.937500 Penalty: 3016.683350
	Iteration 42Q: 3 clusters Score -573106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -573105.000000 Penalty: 3016.683350
	Iteration 43Q: 3 clusters Score -573105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -573105.500000 Penalty: 3016.683350
	Iteration 44Q: 3 clusters Score -573105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -573105.062500 Penalty: 3016.683350
	Iteration 45Q: 3 clusters Score -573105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -573105.812500 Penalty: 3016.683350
	Iteration 46Q: 3 clusters Score -573105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -573105.187500 Penalty: 3016.683350
	Iteration 47Q: 3 clusters Score -573105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -573105.875000 Penalty: 3016.683350
	Iteration 48Q: 3 clusters Score -573105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -573106.687500 Penalty: 3016.683350
	Iteration 49Q: 3 clusters Score -573106.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -573106.875000 Penalty: 3016.683350
	Iteration 50Q: 3 clusters Score -573106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -573108.437500 Penalty: 3016.683350
	Iteration 51Q: 3 clusters Score -573108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -573108.875000 Penalty: 3016.683350
	Iteration 52Q: 3 clusters Score -573108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -573108.812500 Penalty: 3016.683350
	Iteration 53Q: 3 clusters Score -573108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -573109.812500 Penalty: 3016.683350
	Iteration 54Q: 3 clusters Score -573109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -573110.062500 Penalty: 3016.683350
	Iteration 55Q: 3 clusters Score -573110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -573110.062500 Penalty: 3016.683350
	Iteration 56F: 3 clusters Score -573110.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Entering Unmasked Estep 
Score: -216657.375000 Penalty: 1351.557617
	Iteration 0F: 2 clusters Score -216657.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -213217.812500 Penalty: 2703.115234
	Iteration 0F: 3 clusters Score -213217.8 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -214242.640625 Penalty: 2703.115234
	Iteration 1F: 3 clusters Score -214242.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -214464.515625 Penalty: 2703.115234
	Iteration 2F: 3 clusters Score -214464.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -214623.093750 Penalty: 2703.115234
	Iteration 3F: 3 clusters Score -214623.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -214772.781250 Penalty: 2703.115234
	Iteration 4Q: 3 clusters Score -214772.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -214955.609375 Penalty: 2703.115234
	Iteration 5Q: 3 clusters Score -214955.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -215200.156250 Penalty: 2703.115234
	Iteration 6F: 3 clusters Score -215200.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -215420.625000 Penalty: 2703.115234
	Iteration 7F: 3 clusters Score -215420.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -215623.781250 Penalty: 2703.115234
	Iteration 8F: 3 clusters Score -215623.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -215804.765625 Penalty: 2703.115234
	Iteration 9Q: 3 clusters Score -215804.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -215923.203125 Penalty: 2703.115234
	Iteration 10Q: 3 clusters Score -215923.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -216006.718750 Penalty: 2703.115234
	Iteration 11Q: 3 clusters Score -216006.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -216056.515625 Penalty: 2703.115234
	Iteration 12Q: 3 clusters Score -216056.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -216080.781250 Penalty: 2703.115234
	Iteration 13Q: 3 clusters Score -216080.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -216092.968750 Penalty: 2703.115234
	Iteration 14Q: 3 clusters Score -216093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -216098.625000 Penalty: 2703.115234
	Iteration 15Q: 3 clusters Score -216098.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -216106.593750 Penalty: 2703.115234
	Iteration 16Q: 3 clusters Score -216106.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -216113.406250 Penalty: 2703.115234
	Iteration 17Q: 3 clusters Score -216113.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -216115.671875 Penalty: 2703.115234
	Iteration 18Q: 3 clusters Score -216115.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -216119.171875 Penalty: 2703.115234
	Iteration 19Q: 3 clusters Score -216119.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -216122.015625 Penalty: 2703.115234
	Iteration 20F: 3 clusters Score -216122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -216126.046875 Penalty: 2703.115234
	Iteration 21Q: 3 clusters Score -216126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -216129.093750 Penalty: 2703.115234
	Iteration 22Q: 3 clusters Score -216129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -216130.187500 Penalty: 2703.115234
	Iteration 23Q: 3 clusters Score -216130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -216131.640625 Penalty: 2703.115234
	Iteration 24Q: 3 clusters Score -216131.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -216133.234375 Penalty: 2703.115234
	Iteration 25Q: 3 clusters Score -216133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -216133.750000 Penalty: 2703.115234
	Iteration 26Q: 3 clusters Score -216133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -216134.343750 Penalty: 2703.115234
	Iteration 27Q: 3 clusters Score -216134.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -216135.500000 Penalty: 2703.115234
	Iteration 28Q: 3 clusters Score -216135.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -216136.921875 Penalty: 2703.115234
	Iteration 29Q: 3 clusters Score -216136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -216137.390625 Penalty: 2703.115234
	Iteration 30Q: 3 clusters Score -216137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -216138.375000 Penalty: 2703.115234
	Iteration 31Q: 3 clusters Score -216138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -216138.375000 Penalty: 2703.115234
	Iteration 32Q: 3 clusters Score -216138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -216138.968750 Penalty: 2703.115234
	Iteration 33Q: 3 clusters Score -216139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -216139.453125 Penalty: 2703.115234
	Iteration 34Q: 3 clusters Score -216139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -216141.015625 Penalty: 2703.115234
	Iteration 35Q: 3 clusters Score -216141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -216141.812500 Penalty: 2703.115234
	Iteration 36Q: 3 clusters Score -216141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -216142.312500 Penalty: 2703.115234
	Iteration 37Q: 3 clusters Score -216142.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -216144.359375 Penalty: 2703.115234
	Iteration 38Q: 3 clusters Score -216144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -216148.140625 Penalty: 2703.115234
	Iteration 39Q: 3 clusters Score -216148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -216150.031250 Penalty: 2703.115234
	Iteration 40F: 3 clusters Score -216150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -216151.812500 Penalty: 2703.115234
	Iteration 41Q: 3 clusters Score -216151.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -216153.031250 Penalty: 2703.115234
	Iteration 42Q: 3 clusters Score -216153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -216153.546875 Penalty: 2703.115234
	Iteration 43Q: 3 clusters Score -216153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -216153.781250 Penalty: 2703.115234
	Iteration 44Q: 3 clusters Score -216153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -216154.328125 Penalty: 2703.115234
	Iteration 45Q: 3 clusters Score -216154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -216154.812500 Penalty: 2703.115234
	Iteration 46Q: 3 clusters Score -216154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -216155.109375 Penalty: 2703.115234
	Iteration 47Q: 3 clusters Score -216155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -216155.109375 Penalty: 2703.115234
	Iteration 48F: 3 clusters Score -216155.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Entering Unmasked Estep 
Score: -2386810.500000 Penalty: 1727.240845
	Iteration 0F: 2 clusters Score -2386810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2359129.000000 Penalty: 3454.481689
	Iteration 0F: 3 clusters Score -2359129 nChanged 19319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2369956.500000 Penalty: 3454.481689
	Iteration 1F: 3 clusters Score -2369956 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2370458.500000 Penalty: 3454.481689
	Iteration 2Q: 3 clusters Score -2370458 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2371019.000000 Penalty: 3454.481689
	Iteration 3Q: 3 clusters Score -2371019 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2371743.500000 Penalty: 3454.481689
	Iteration 4Q: 3 clusters Score -2371744 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2372681.250000 Penalty: 3454.481689
	Iteration 5Q: 3 clusters Score -2372681 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2374057.000000 Penalty: 3454.481689
	Iteration 6F: 3 clusters Score -2374057 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2375863.250000 Penalty: 3454.481689
	Iteration 7F: 3 clusters Score -2375863 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2377589.750000 Penalty: 3454.481689
	Iteration 8F: 3 clusters Score -2377590 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2378816.250000 Penalty: 3454.481689
	Iteration 9F: 3 clusters Score -2378816 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2379446.750000 Penalty: 3454.481689
	Iteration 10Q: 3 clusters Score -2379447 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2379812.500000 Penalty: 3454.481689
	Iteration 11Q: 3 clusters Score -2379812 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2380028.000000 Penalty: 3454.481689
	Iteration 12Q: 3 clusters Score -2380028 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2380219.250000 Penalty: 3454.481689
	Iteration 13Q: 3 clusters Score -2380219 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2380440.750000 Penalty: 3454.481689
	Iteration 14Q: 3 clusters Score -2380441 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2380639.750000 Penalty: 3454.481689
	Iteration 15Q: 3 clusters Score -2380640 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2380891.500000 Penalty: 3454.481689
	Iteration 16Q: 3 clusters Score -2380892 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2381142.500000 Penalty: 3454.481689
	Iteration 17Q: 3 clusters Score -2381142 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2381434.000000 Penalty: 3454.481689
	Iteration 18Q: 3 clusters Score -2381434 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2381718.500000 Penalty: 3454.481689
	Iteration 19Q: 3 clusters Score -2381718 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2382015.500000 Penalty: 3454.481689
	Iteration 20F: 3 clusters Score -2382016 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2382340.250000 Penalty: 3454.481689
	Iteration 21Q: 3 clusters Score -2382340 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2382740.750000 Penalty: 3454.481689
	Iteration 22Q: 3 clusters Score -2382741 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2383149.000000 Penalty: 3454.481689
	Iteration 23Q: 3 clusters Score -2383149 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2383606.500000 Penalty: 3454.481689
	Iteration 24Q: 3 clusters Score -2383606 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2384096.500000 Penalty: 3454.481689
	Iteration 25Q: 3 clusters Score -2384096 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2384549.000000 Penalty: 3454.481689
	Iteration 26Q: 3 clusters Score -2384549 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2384909.750000 Penalty: 3454.481689
	Iteration 27Q: 3 clusters Score -2384910 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2385138.500000 Penalty: 3454.481689
	Iteration 28Q: 3 clusters Score -2385138 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2385273.000000 Penalty: 3454.481689
	Iteration 29Q: 3 clusters Score -2385273 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2385371.000000 Penalty: 3454.481689
	Iteration 30Q: 3 clusters Score -2385371 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2385438.750000 Penalty: 3454.481689
	Iteration 31Q: 3 clusters Score -2385439 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2385483.500000 Penalty: 3454.481689
	Iteration 32Q: 3 clusters Score -2385484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2385509.250000 Penalty: 3454.481689
	Iteration 33Q: 3 clusters Score -2385509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2385539.000000 Penalty: 3454.481689
	Iteration 34Q: 3 clusters Score -2385539 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2385559.750000 Penalty: 3454.481689
	Iteration 35Q: 3 clusters Score -2385560 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2385570.000000 Penalty: 3454.481689
	Iteration 36Q: 3 clusters Score -2385570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2385589.750000 Penalty: 3454.481689
	Iteration 37Q: 3 clusters Score -2385590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2385596.500000 Penalty: 3454.481689
	Iteration 38Q: 3 clusters Score -2385596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2385615.500000 Penalty: 3454.481689
	Iteration 39Q: 3 clusters Score -2385616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2385620.250000 Penalty: 3454.481689
	Iteration 40F: 3 clusters Score -2385620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2385628.750000 Penalty: 3454.481689
	Iteration 41Q: 3 clusters Score -2385629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2385642.750000 Penalty: 3454.481689
	Iteration 42Q: 3 clusters Score -2385643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2385660.750000 Penalty: 3454.481689
	Iteration 43Q: 3 clusters Score -2385661 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2385668.250000 Penalty: 3454.481689
	Iteration 44Q: 3 clusters Score -2385668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2385676.750000 Penalty: 3454.481689
	Iteration 45Q: 3 clusters Score -2385677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2385681.500000 Penalty: 3454.481689
	Iteration 46Q: 3 clusters Score -2385682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2385685.250000 Penalty: 3454.481689
	Iteration 47Q: 3 clusters Score -2385685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2385685.000000 Penalty: 3454.481689
	Iteration 48Q: 3 clusters Score -2385685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2385685.500000 Penalty: 3454.481689
	Iteration 49Q: 3 clusters Score -2385686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2385684.000000 Penalty: 3454.481689
	Iteration 50Q: 3 clusters Score -2385684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2385690.000000 Penalty: 3454.481689
	Iteration 51Q: 3 clusters Score -2385690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2385693.000000 Penalty: 3454.481689
	Iteration 52Q: 3 clusters Score -2385693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2385695.250000 Penalty: 3454.481689
	Iteration 53Q: 3 clusters Score -2385695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2385694.500000 Penalty: 3454.481689
	Iteration 54Q: 3 clusters Score -2385694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2385696.000000 Penalty: 3454.481689
	Iteration 55Q: 3 clusters Score -2385696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2385698.000000 Penalty: 3454.481689
	Iteration 56Q: 3 clusters Score -2385698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2385695.250000 Penalty: 3454.481689
	Iteration 57Q: 3 clusters Score -2385695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2385695.250000 Penalty: 3454.481689
	Iteration 58Q: 3 clusters Score -2385695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2385693.500000 Penalty: 3454.481689
	Iteration 59Q: 3 clusters Score -2385694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2385699.750000 Penalty: 3454.481689
	Iteration 60F: 3 clusters Score -2385700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2385702.750000 Penalty: 3454.481689
	Iteration 61Q: 3 clusters Score -2385703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2385701.500000 Penalty: 3454.481689
	Iteration 62Q: 3 clusters Score -2385702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2385706.250000 Penalty: 3454.481689
	Iteration 63Q: 3 clusters Score -2385706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2385705.500000 Penalty: 3454.481689
	Iteration 64Q: 3 clusters Score -2385706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2385709.250000 Penalty: 3454.481689
	Iteration 65Q: 3 clusters Score -2385709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2385715.250000 Penalty: 3454.481689
	Iteration 66Q: 3 clusters Score -2385715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2385717.000000 Penalty: 3454.481689
	Iteration 67Q: 3 clusters Score -2385717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2385716.500000 Penalty: 3454.481689
	Iteration 68Q: 3 clusters Score -2385716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2385716.000000 Penalty: 3454.481689
	Iteration 69Q: 3 clusters Score -2385716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2385722.250000 Penalty: 3454.481689
	Iteration 70Q: 3 clusters Score -2385722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2385720.500000 Penalty: 3454.481689
	Iteration 71Q: 3 clusters Score -2385720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2385718.250000 Penalty: 3454.481689
	Iteration 72Q: 3 clusters Score -2385718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2385720.000000 Penalty: 3454.481689
	Iteration 73Q: 3 clusters Score -2385720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2385720.000000 Penalty: 3454.481689
	Iteration 74Q: 3 clusters Score -2385720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2385725.000000 Penalty: 3454.481689
	Iteration 75Q: 3 clusters Score -2385725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2385725.250000 Penalty: 3454.481689
	Iteration 76Q: 3 clusters Score -2385725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2385728.000000 Penalty: 3454.481689
	Iteration 77Q: 3 clusters Score -2385728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2385729.250000 Penalty: 3454.481689
	Iteration 78Q: 3 clusters Score -2385729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2385729.500000 Penalty: 3454.481689
	Iteration 79Q: 3 clusters Score -2385730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2385729.750000 Penalty: 3454.481689
	Iteration 80F: 3 clusters Score -2385730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2385729.500000 Penalty: 3454.481689
	Iteration 81Q: 3 clusters Score -2385730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2385731.250000 Penalty: 3454.481689
	Iteration 82Q: 3 clusters Score -2385731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2385734.750000 Penalty: 3454.481689
	Iteration 83Q: 3 clusters Score -2385735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2385740.250000 Penalty: 3454.481689
	Iteration 84Q: 3 clusters Score -2385740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2385737.500000 Penalty: 3454.481689
	Iteration 85Q: 3 clusters Score -2385738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2385738.000000 Penalty: 3454.481689
	Iteration 86Q: 3 clusters Score -2385738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2385738.000000 Penalty: 3454.481689
	Iteration 87F: 3 clusters Score -2385738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Entering Unmasked Estep 
Score: -1032535.375000 Penalty: 1596.682983
	Iteration 0F: 2 clusters Score -1032535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1019889.250000 Penalty: 3193.365967
	Iteration 0F: 3 clusters Score -1019889 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1024701.937500 Penalty: 3193.365967
	Iteration 1F: 3 clusters Score -1024702 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1025326.000000 Penalty: 3193.365967
	Iteration 2F: 3 clusters Score -1025326 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1026090.437500 Penalty: 3193.365967
	Iteration 3F: 3 clusters Score -1026090 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1026997.437500 Penalty: 3193.365967
	Iteration 4F: 3 clusters Score -1026997 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1027900.375000 Penalty: 3193.365967
	Iteration 5F: 3 clusters Score -1027900 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1028747.250000 Penalty: 3193.365967
	Iteration 6F: 3 clusters Score -1028747 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1029497.375000 Penalty: 3193.365967
	Iteration 7Q: 3 clusters Score -1029497 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1030115.750000 Penalty: 3193.365967
	Iteration 8Q: 3 clusters Score -1030116 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1030560.187500 Penalty: 3193.365967
	Iteration 9Q: 3 clusters Score -1030560 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1030833.750000 Penalty: 3193.365967
	Iteration 10Q: 3 clusters Score -1030834 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1030999.875000 Penalty: 3193.365967
	Iteration 11Q: 3 clusters Score -1031000 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1031122.250000 Penalty: 3193.365967
	Iteration 12Q: 3 clusters Score -1031122 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1031226.187500 Penalty: 3193.365967
	Iteration 13Q: 3 clusters Score -1031226 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1031297.187500 Penalty: 3193.365967
	Iteration 14Q: 3 clusters Score -1031297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1031336.062500 Penalty: 3193.365967
	Iteration 15Q: 3 clusters Score -1031336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1031363.375000 Penalty: 3193.365967
	Iteration 16Q: 3 clusters Score -1031363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1031387.750000 Penalty: 3193.365967
	Iteration 17Q: 3 clusters Score -1031388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1031413.437500 Penalty: 3193.365967
	Iteration 18Q: 3 clusters Score -1031413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1031426.062500 Penalty: 3193.365967
	Iteration 19Q: 3 clusters Score -1031426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -1031437.250000 Penalty: 3193.365967
	Iteration 20F: 3 clusters Score -1031437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1031440.187500 Penalty: 3193.365967
	Iteration 21Q: 3 clusters Score -1031440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1031446.312500 Penalty: 3193.365967
	Iteration 22Q: 3 clusters Score -1031446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1031449.375000 Penalty: 3193.365967
	Iteration 23Q: 3 clusters Score -1031449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1031450.625000 Penalty: 3193.365967
	Iteration 24Q: 3 clusters Score -1031451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1031450.812500 Penalty: 3193.365967
	Iteration 25Q: 3 clusters Score -1031451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1031450.062500 Penalty: 3193.365967
	Iteration 26Q: 3 clusters Score -1031450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1031454.875000 Penalty: 3193.365967
	Iteration 27Q: 3 clusters Score -1031455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1031461.000000 Penalty: 3193.365967
	Iteration 28Q: 3 clusters Score -1031461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1031465.125000 Penalty: 3193.365967
	Iteration 29Q: 3 clusters Score -1031465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1031465.687500 Penalty: 3193.365967
	Iteration 30Q: 3 clusters Score -1031466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1031468.062500 Penalty: 3193.365967
	Iteration 31Q: 3 clusters Score -1031468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1031471.375000 Penalty: 3193.365967
	Iteration 32Q: 3 clusters Score -1031471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1031475.187500 Penalty: 3193.365967
	Iteration 33Q: 3 clusters Score -1031475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1031480.125000 Penalty: 3193.365967
	Iteration 34Q: 3 clusters Score -1031480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1031482.625000 Penalty: 3193.365967
	Iteration 35Q: 3 clusters Score -1031483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1031487.500000 Penalty: 3193.365967
	Iteration 36Q: 3 clusters Score -1031488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1031487.875000 Penalty: 3193.365967
	Iteration 37Q: 3 clusters Score -1031488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1031488.375000 Penalty: 3193.365967
	Iteration 38Q: 3 clusters Score -1031488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1031488.312500 Penalty: 3193.365967
	Iteration 39Q: 3 clusters Score -1031488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1031488.312500 Penalty: 3193.365967
	Iteration 40F: 3 clusters Score -1031488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -60601.847656 Penalty: 1149.406372
	Iteration 0F: 2 clusters Score -60601.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -59030.183594 Penalty: 2298.812744
	Iteration 0F: 3 clusters Score -59030.18 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -59421.187500 Penalty: 2298.812744
	Iteration 1F: 3 clusters Score -59421.19 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -59594.417969 Penalty: 2298.812744
	Iteration 2F: 3 clusters Score -59594.42 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59774.718750 Penalty: 2298.812744
	Iteration 3F: 3 clusters Score -59774.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -59878.003906 Penalty: 2298.812744
	Iteration 4Q: 3 clusters Score -59878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -59935.054688 Penalty: 2298.812744
	Iteration 5Q: 3 clusters Score -59935.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59985.398438 Penalty: 2298.812744
	Iteration 6Q: 3 clusters Score -59985.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60011.578125 Penalty: 2298.812744
	Iteration 7Q: 3 clusters Score -60011.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60033.324219 Penalty: 2298.812744
	Iteration 8Q: 3 clusters Score -60033.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -60049.363281 Penalty: 2298.812744
	Iteration 9Q: 3 clusters Score -60049.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -60064.531250 Penalty: 2298.812744
	Iteration 10Q: 3 clusters Score -60064.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60070.070312 Penalty: 2298.812744
	Iteration 11Q: 3 clusters Score -60070.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -60073.925781 Penalty: 2298.812744
	Iteration 12Q: 3 clusters Score -60073.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -60077.281250 Penalty: 2298.812744
	Iteration 13Q: 3 clusters Score -60077.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -60082.039062 Penalty: 2298.812744
	Iteration 14Q: 3 clusters Score -60082.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60086.859375 Penalty: 2298.812744
	Iteration 15Q: 3 clusters Score -60086.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -60088.917969 Penalty: 2298.812744
	Iteration 16Q: 3 clusters Score -60088.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -60093.601562 Penalty: 2298.812744
	Iteration 17Q: 3 clusters Score -60093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -60094.609375 Penalty: 2298.812744
	Iteration 18Q: 3 clusters Score -60094.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -60096.480469 Penalty: 2298.812744
	Iteration 19Q: 3 clusters Score -60096.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -60096.796875 Penalty: 2298.812744
	Iteration 20F: 3 clusters Score -60096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Entering Unmasked Estep 
Score: -351500.000000 Penalty: 1425.725342
	Iteration 0F: 2 clusters Score -351500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -346564.062500 Penalty: 2851.450684
	Iteration 0F: 3 clusters Score -346564.1 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -348048.062500 Penalty: 2851.450684
	Iteration 1F: 3 clusters Score -348048.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -348254.812500 Penalty: 2851.450684
	Iteration 2F: 3 clusters Score -348254.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -348422.218750 Penalty: 2851.450684
	Iteration 3F: 3 clusters Score -348422.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -348586.968750 Penalty: 2851.450684
	Iteration 4Q: 3 clusters Score -348587 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -348754.312500 Penalty: 2851.450684
	Iteration 5Q: 3 clusters Score -348754.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -348920.218750 Penalty: 2851.450684
	Iteration 6Q: 3 clusters Score -348920.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -349093.375000 Penalty: 2851.450684
	Iteration 7Q: 3 clusters Score -349093.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -349254.531250 Penalty: 2851.450684
	Iteration 8Q: 3 clusters Score -349254.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -349390.531250 Penalty: 2851.450684
	Iteration 9Q: 3 clusters Score -349390.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -349523.781250 Penalty: 2851.450684
	Iteration 10Q: 3 clusters Score -349523.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -349654.718750 Penalty: 2851.450684
	Iteration 11Q: 3 clusters Score -349654.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -349773.406250 Penalty: 2851.450684
	Iteration 12Q: 3 clusters Score -349773.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -349904.500000 Penalty: 2851.450684
	Iteration 13Q: 3 clusters Score -349904.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -350025.562500 Penalty: 2851.450684
	Iteration 14Q: 3 clusters Score -350025.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -350136.406250 Penalty: 2851.450684
	Iteration 15Q: 3 clusters Score -350136.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -350233.281250 Penalty: 2851.450684
	Iteration 16Q: 3 clusters Score -350233.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -350326.562500 Penalty: 2851.450684
	Iteration 17Q: 3 clusters Score -350326.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -350428.750000 Penalty: 2851.450684
	Iteration 18Q: 3 clusters Score -350428.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -350520.750000 Penalty: 2851.450684
	Iteration 19Q: 3 clusters Score -350520.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -350576.250000 Penalty: 2851.450684
	Iteration 20F: 3 clusters Score -350576.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -350612.656250 Penalty: 2851.450684
	Iteration 21Q: 3 clusters Score -350612.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -350629.343750 Penalty: 2851.450684
	Iteration 22Q: 3 clusters Score -350629.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -350640.062500 Penalty: 2851.450684
	Iteration 23Q: 3 clusters Score -350640.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -350648.875000 Penalty: 2851.450684
	Iteration 24Q: 3 clusters Score -350648.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -350653.125000 Penalty: 2851.450684
	Iteration 25Q: 3 clusters Score -350653.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -350657.531250 Penalty: 2851.450684
	Iteration 26Q: 3 clusters Score -350657.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -350662.531250 Penalty: 2851.450684
	Iteration 27Q: 3 clusters Score -350662.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -350665.562500 Penalty: 2851.450684
	Iteration 28Q: 3 clusters Score -350665.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -350669.593750 Penalty: 2851.450684
	Iteration 29Q: 3 clusters Score -350669.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -350673.593750 Penalty: 2851.450684
	Iteration 30Q: 3 clusters Score -350673.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -350680.593750 Penalty: 2851.450684
	Iteration 31Q: 3 clusters Score -350680.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -350684.500000 Penalty: 2851.450684
	Iteration 32Q: 3 clusters Score -350684.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -350686.968750 Penalty: 2851.450684
	Iteration 33Q: 3 clusters Score -350687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -350687.656250 Penalty: 2851.450684
	Iteration 34Q: 3 clusters Score -350687.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -350690.812500 Penalty: 2851.450684
	Iteration 35Q: 3 clusters Score -350690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -350692.312500 Penalty: 2851.450684
	Iteration 36Q: 3 clusters Score -350692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -350693.031250 Penalty: 2851.450684
	Iteration 37Q: 3 clusters Score -350693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -350693.875000 Penalty: 2851.450684
	Iteration 38Q: 3 clusters Score -350693.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -350694.812500 Penalty: 2851.450684
	Iteration 39Q: 3 clusters Score -350694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -350696.843750 Penalty: 2851.450684
	Iteration 40F: 3 clusters Score -350696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -350697.406250 Penalty: 2851.450684
	Iteration 41Q: 3 clusters Score -350697.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -350697.906250 Penalty: 2851.450684
	Iteration 42Q: 3 clusters Score -350697.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -350697.906250 Penalty: 2851.450684
	Iteration 43F: 3 clusters Score -350697.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -234940.343750 Penalty: 1349.037720
	Iteration 0F: 2 clusters Score -234940.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -231504.250000 Penalty: 2698.075439
	Iteration 0F: 3 clusters Score -231504.2 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -232419.453125 Penalty: 2698.075439
	Iteration 1F: 3 clusters Score -232419.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -232597.734375 Penalty: 2698.075439
	Iteration 2F: 3 clusters Score -232597.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -232711.765625 Penalty: 2698.075439
	Iteration 3F: 3 clusters Score -232711.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -232833.703125 Penalty: 2698.075439
	Iteration 4Q: 3 clusters Score -232833.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -232941.953125 Penalty: 2698.075439
	Iteration 5Q: 3 clusters Score -232942 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -233055.687500 Penalty: 2698.075439
	Iteration 6Q: 3 clusters Score -233055.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -233183.250000 Penalty: 2698.075439
	Iteration 7Q: 3 clusters Score -233183.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -233303.625000 Penalty: 2698.075439
	Iteration 8Q: 3 clusters Score -233303.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -233426.203125 Penalty: 2698.075439
	Iteration 9Q: 3 clusters Score -233426.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -233548.796875 Penalty: 2698.075439
	Iteration 10Q: 3 clusters Score -233548.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -233655.796875 Penalty: 2698.075439
	Iteration 11Q: 3 clusters Score -233655.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -233787.406250 Penalty: 2698.075439
	Iteration 12Q: 3 clusters Score -233787.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -233881.968750 Penalty: 2698.075439
	Iteration 13Q: 3 clusters Score -233882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -233965.734375 Penalty: 2698.075439
	Iteration 14Q: 3 clusters Score -233965.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -234020.437500 Penalty: 2698.075439
	Iteration 15Q: 3 clusters Score -234020.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -234052.328125 Penalty: 2698.075439
	Iteration 16Q: 3 clusters Score -234052.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -234075.156250 Penalty: 2698.075439
	Iteration 17Q: 3 clusters Score -234075.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -234098.859375 Penalty: 2698.075439
	Iteration 18Q: 3 clusters Score -234098.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -234122.531250 Penalty: 2698.075439
	Iteration 19Q: 3 clusters Score -234122.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -234140.875000 Penalty: 2698.075439
	Iteration 20F: 3 clusters Score -234140.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -234157.546875 Penalty: 2698.075439
	Iteration 21Q: 3 clusters Score -234157.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -234172.984375 Penalty: 2698.075439
	Iteration 22Q: 3 clusters Score -234173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -234182.000000 Penalty: 2698.075439
	Iteration 23Q: 3 clusters Score -234182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -234190.140625 Penalty: 2698.075439
	Iteration 24Q: 3 clusters Score -234190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -234198.968750 Penalty: 2698.075439
	Iteration 25Q: 3 clusters Score -234199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -234210.265625 Penalty: 2698.075439
	Iteration 26Q: 3 clusters Score -234210.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -234214.390625 Penalty: 2698.075439
	Iteration 27Q: 3 clusters Score -234214.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -234218.031250 Penalty: 2698.075439
	Iteration 28Q: 3 clusters Score -234218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -234221.156250 Penalty: 2698.075439
	Iteration 29Q: 3 clusters Score -234221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -234223.375000 Penalty: 2698.075439
	Iteration 30Q: 3 clusters Score -234223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -234224.187500 Penalty: 2698.075439
	Iteration 31Q: 3 clusters Score -234224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -234224.484375 Penalty: 2698.075439
	Iteration 32Q: 3 clusters Score -234224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -234224.671875 Penalty: 2698.075439
	Iteration 33Q: 3 clusters Score -234224.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -234224.671875 Penalty: 2698.075439
	Iteration 34F: 3 clusters Score -234224.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Entering Unmasked Estep 
Score: -551703.375000 Penalty: 1488.191162
	Iteration 0F: 2 clusters Score -551703.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -544785.187500 Penalty: 2976.382324
	Iteration 0F: 3 clusters Score -544785.2 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -546934.312500 Penalty: 2976.382324
	Iteration 1F: 3 clusters Score -546934.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -547212.562500 Penalty: 2976.382324
	Iteration 2F: 3 clusters Score -547212.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -547451.125000 Penalty: 2976.382324
	Iteration 3F: 3 clusters Score -547451.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -547650.687500 Penalty: 2976.382324
	Iteration 4Q: 3 clusters Score -547650.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -547834.312500 Penalty: 2976.382324
	Iteration 5Q: 3 clusters Score -547834.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -548003.437500 Penalty: 2976.382324
	Iteration 6Q: 3 clusters Score -548003.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -548183.375000 Penalty: 2976.382324
	Iteration 7Q: 3 clusters Score -548183.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -548361.125000 Penalty: 2976.382324
	Iteration 8Q: 3 clusters Score -548361.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -548542.875000 Penalty: 2976.382324
	Iteration 9Q: 3 clusters Score -548542.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -548715.812500 Penalty: 2976.382324
	Iteration 10Q: 3 clusters Score -548715.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -548872.312500 Penalty: 2976.382324
	Iteration 11Q: 3 clusters Score -548872.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -549003.250000 Penalty: 2976.382324
	Iteration 12Q: 3 clusters Score -549003.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -549101.625000 Penalty: 2976.382324
	Iteration 13Q: 3 clusters Score -549101.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -549170.375000 Penalty: 2976.382324
	Iteration 14Q: 3 clusters Score -549170.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -549242.000000 Penalty: 2976.382324
	Iteration 15Q: 3 clusters Score -549242 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -549310.187500 Penalty: 2976.382324
	Iteration 16Q: 3 clusters Score -549310.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -549369.500000 Penalty: 2976.382324
	Iteration 17Q: 3 clusters Score -549369.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -549416.937500 Penalty: 2976.382324
	Iteration 18Q: 3 clusters Score -549416.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -549456.937500 Penalty: 2976.382324
	Iteration 19Q: 3 clusters Score -549456.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -549492.937500 Penalty: 2976.382324
	Iteration 20F: 3 clusters Score -549492.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -549532.250000 Penalty: 2976.382324
	Iteration 21Q: 3 clusters Score -549532.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -549576.062500 Penalty: 2976.382324
	Iteration 22Q: 3 clusters Score -549576.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -549618.687500 Penalty: 2976.382324
	Iteration 23Q: 3 clusters Score -549618.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -549663.375000 Penalty: 2976.382324
	Iteration 24Q: 3 clusters Score -549663.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -549698.312500 Penalty: 2976.382324
	Iteration 25Q: 3 clusters Score -549698.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -549735.000000 Penalty: 2976.382324
	Iteration 26Q: 3 clusters Score -549735 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -549770.375000 Penalty: 2976.382324
	Iteration 27Q: 3 clusters Score -549770.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -549798.187500 Penalty: 2976.382324
	Iteration 28Q: 3 clusters Score -549798.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -549835.812500 Penalty: 2976.382324
	Iteration 29Q: 3 clusters Score -549835.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -549874.125000 Penalty: 2976.382324
	Iteration 30Q: 3 clusters Score -549874.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -549914.625000 Penalty: 2976.382324
	Iteration 31Q: 3 clusters Score -549914.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -549952.562500 Penalty: 2976.382324
	Iteration 32Q: 3 clusters Score -549952.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -549987.125000 Penalty: 2976.382324
	Iteration 33Q: 3 clusters Score -549987.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -550022.937500 Penalty: 2976.382324
	Iteration 34Q: 3 clusters Score -550022.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -550060.812500 Penalty: 2976.382324
	Iteration 35Q: 3 clusters Score -550060.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -550103.000000 Penalty: 2976.382324
	Iteration 36Q: 3 clusters Score -550103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -550145.687500 Penalty: 2976.382324
	Iteration 37Q: 3 clusters Score -550145.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -550182.875000 Penalty: 2976.382324
	Iteration 38Q: 3 clusters Score -550182.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -550224.062500 Penalty: 2976.382324
	Iteration 39Q: 3 clusters Score -550224.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -550263.625000 Penalty: 2976.382324
	Iteration 40F: 3 clusters Score -550263.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -550293.437500 Penalty: 2976.382324
	Iteration 41Q: 3 clusters Score -550293.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -550311.812500 Penalty: 2976.382324
	Iteration 42Q: 3 clusters Score -550311.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -550329.500000 Penalty: 2976.382324
	Iteration 43Q: 3 clusters Score -550329.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -550342.500000 Penalty: 2976.382324
	Iteration 44Q: 3 clusters Score -550342.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -550350.437500 Penalty: 2976.382324
	Iteration 45Q: 3 clusters Score -550350.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -550358.187500 Penalty: 2976.382324
	Iteration 46Q: 3 clusters Score -550358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -550361.562500 Penalty: 2976.382324
	Iteration 47Q: 3 clusters Score -550361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -550365.750000 Penalty: 2976.382324
	Iteration 48Q: 3 clusters Score -550365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -550367.437500 Penalty: 2976.382324
	Iteration 49Q: 3 clusters Score -550367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -550368.062500 Penalty: 2976.382324
	Iteration 50Q: 3 clusters Score -550368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -550368.187500 Penalty: 2976.382324
	Iteration 51Q: 3 clusters Score -550368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -550370.187500 Penalty: 2976.382324
	Iteration 52Q: 3 clusters Score -550370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -550372.437500 Penalty: 2976.382324
	Iteration 53Q: 3 clusters Score -550372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -550372.437500 Penalty: 2976.382324
	Iteration 54F: 3 clusters Score -550372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 105513 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 14306 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18741 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 140190 members 
Mstep: Class 12 contains 43439 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 15097 members 
Mstep: Class 15 contains 89093 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 36461 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 10744 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41323 members 
Mstep: Class 25 contains 18504 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146792.000000 Penalty: 62879.636719
Iteration 159Q: 30 clusters Score -3.414679e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105520 members 
Mstep: Class 4 contains 8545 members 
Mstep: Class 5 contains 14309 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18742 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140180 members 
Mstep: Class 12 contains 43432 members 
Mstep: Class 13 contains 6846 members 
Mstep: Class 14 contains 15099 members 
Mstep: Class 15 contains 89089 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 11025 members 
Mstep: Class 19 contains 7864 members 
Mstep: Class 20 contains 36459 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 10747 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41323 members 
Mstep: Class 25 contains 18504 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146832.000000 Penalty: 62879.636719
Iteration 160F: 30 clusters Score -3.414683e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105526 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 14317 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18742 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140173 members 
Mstep: Class 12 contains 43417 members 
Mstep: Class 13 contains 6849 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89091 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 10746 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41322 members 
Mstep: Class 25 contains 18505 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146840.000000 Penalty: 62879.636719
Iteration 161Q: 30 clusters Score -3.414684e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105534 members 
Mstep: Class 4 contains 8547 members 
Mstep: Class 5 contains 14326 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18742 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140170 members 
Mstep: Class 12 contains 43395 members 
Mstep: Class 13 contains 6856 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89090 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11022 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 10746 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41323 members 
Mstep: Class 25 contains 18505 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146884.000000 Penalty: 62879.636719
Iteration 162Q: 30 clusters Score -3.414688e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105542 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 14332 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18742 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140167 members 
Mstep: Class 12 contains 43390 members 
Mstep: Class 13 contains 6862 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89086 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11022 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36459 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 10745 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41320 members 
Mstep: Class 25 contains 18505 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146852.000000 Penalty: 62879.636719
Iteration 163Q: 30 clusters Score -3.414685e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105548 members 
Mstep: Class 4 contains 8543 members 
Mstep: Class 5 contains 14333 members 
Mstep: Class 6 contains 4986 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18742 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140166 members 
Mstep: Class 12 contains 43384 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89086 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11022 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 10743 members 
Mstep: Class 23 contains 4092 members 
Mstep: Class 24 contains 41321 members 
Mstep: Class 25 contains 18506 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6460 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146852.000000 Penalty: 62879.636719
Iteration 164Q: 30 clusters Score -3.414685e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105553 members 
Mstep: Class 4 contains 8543 members 
Mstep: Class 5 contains 14338 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 18742 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140161 members 
Mstep: Class 12 contains 43381 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 15100 members 
Mstep: Class 15 contains 89086 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11021 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 10743 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41324 members 
Mstep: Class 25 contains 18502 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146836.000000 Penalty: 62879.636719
Iteration 165Q: 30 clusters Score -3.414684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105560 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 14342 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 18742 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140155 members 
Mstep: Class 12 contains 43378 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 15099 members 
Mstep: Class 15 contains 89078 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11020 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 10744 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41324 members 
Mstep: Class 25 contains 18502 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146784.000000 Penalty: 62879.636719
Iteration 166Q: 30 clusters Score -3.414678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105563 members 
Mstep: Class 4 contains 8550 members 
Mstep: Class 5 contains 14342 members 
Mstep: Class 6 contains 4986 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 18742 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140156 members 
Mstep: Class 12 contains 43367 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 15099 members 
Mstep: Class 15 contains 89078 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11020 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 10746 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41325 members 
Mstep: Class 25 contains 18502 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146784.000000 Penalty: 62879.636719
Iteration 167Q: 30 clusters Score -3.414678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105566 members 
Mstep: Class 4 contains 8553 members 
Mstep: Class 5 contains 14341 members 
Mstep: Class 6 contains 4986 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140156 members 
Mstep: Class 12 contains 43356 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 15099 members 
Mstep: Class 15 contains 89079 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11020 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 10746 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41327 members 
Mstep: Class 25 contains 18503 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146812.000000 Penalty: 62879.636719
Iteration 168Q: 30 clusters Score -3.414681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105565 members 
Mstep: Class 4 contains 8555 members 
Mstep: Class 5 contains 14340 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140156 members 
Mstep: Class 12 contains 43350 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 15099 members 
Mstep: Class 15 contains 89083 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 10747 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18504 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146820.000000 Penalty: 62879.636719
Iteration 169Q: 30 clusters Score -3.414682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105568 members 
Mstep: Class 4 contains 8553 members 
Mstep: Class 5 contains 14340 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 1602 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140156 members 
Mstep: Class 12 contains 43343 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 15 contains 89083 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11018 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 36461 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 10747 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18504 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146820.000000 Penalty: 62879.636719
Iteration 170Q: 30 clusters Score -3.414682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105567 members 
Mstep: Class 4 contains 8551 members 
Mstep: Class 5 contains 14340 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 1604 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140155 members 
Mstep: Class 12 contains 43336 members 
Mstep: Class 13 contains 6877 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 15 contains 89083 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36461 members 
Mstep: Class 21 contains 4844 members 
Mstep: Class 22 contains 10750 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41325 members 
Mstep: Class 25 contains 18504 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146804.000000 Penalty: 62879.636719
Iteration 171Q: 30 clusters Score -3.41468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105567 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 14340 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140154 members 
Mstep: Class 12 contains 43334 members 
Mstep: Class 13 contains 6877 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 15 contains 89083 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10753 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41325 members 
Mstep: Class 25 contains 18503 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146812.000000 Penalty: 62879.636719
Iteration 172Q: 30 clusters Score -3.414681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105569 members 
Mstep: Class 4 contains 8547 members 
Mstep: Class 5 contains 14341 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140154 members 
Mstep: Class 12 contains 43326 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 15099 members 
Mstep: Class 15 contains 89085 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10755 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41325 members 
Mstep: Class 25 contains 18503 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146840.000000 Penalty: 62879.636719
Iteration 173Q: 30 clusters Score -3.414684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105569 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 14342 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140154 members 
Mstep: Class 12 contains 43322 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 15100 members 
Mstep: Class 15 contains 89087 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10755 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18503 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146804.000000 Penalty: 62879.636719
Iteration 174Q: 30 clusters Score -3.41468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105570 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14343 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140155 members 
Mstep: Class 12 contains 43320 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89086 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10756 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18503 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146820.000000 Penalty: 62879.636719
Iteration 175Q: 30 clusters Score -3.414682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105569 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14344 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140155 members 
Mstep: Class 12 contains 43319 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89084 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10759 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18503 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146816.000000 Penalty: 62879.636719
Iteration 176Q: 30 clusters Score -3.414682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105569 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14344 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140154 members 
Mstep: Class 12 contains 43317 members 
Mstep: Class 13 contains 6877 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89085 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10762 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18503 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146828.000000 Penalty: 62879.636719
Iteration 177Q: 30 clusters Score -3.414683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105570 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14344 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140153 members 
Mstep: Class 12 contains 43316 members 
Mstep: Class 13 contains 6877 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89084 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11016 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 10764 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18503 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146824.000000 Penalty: 62879.636719
Iteration 178Q: 30 clusters Score -3.414682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105570 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14344 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140152 members 
Mstep: Class 12 contains 43315 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89082 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36460 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18504 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146824.000000 Penalty: 62879.636719
Iteration 179Q: 30 clusters Score -3.414682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105570 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14343 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140152 members 
Mstep: Class 12 contains 43315 members 
Mstep: Class 13 contains 6880 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89082 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36459 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18505 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146820.000000 Penalty: 62879.636719
Iteration 180F: 30 clusters Score -3.414682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105570 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14342 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140153 members 
Mstep: Class 12 contains 43311 members 
Mstep: Class 13 contains 6882 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89082 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36459 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18507 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146824.000000 Penalty: 62879.636719
Iteration 181Q: 30 clusters Score -3.414682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105570 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14343 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140153 members 
Mstep: Class 12 contains 43309 members 
Mstep: Class 13 contains 6884 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89081 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18508 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146848.000000 Penalty: 62879.636719
Iteration 182Q: 30 clusters Score -3.414685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105570 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14343 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140154 members 
Mstep: Class 12 contains 43305 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 14 contains 15102 members 
Mstep: Class 15 contains 89081 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18510 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146828.000000 Penalty: 62879.636719
Iteration 183Q: 30 clusters Score -3.414683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105568 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14343 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140154 members 
Mstep: Class 12 contains 43302 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 15102 members 
Mstep: Class 15 contains 89082 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18513 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146836.000000 Penalty: 62879.636719
Iteration 184Q: 30 clusters Score -3.414684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105569 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14343 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140154 members 
Mstep: Class 12 contains 43300 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 15102 members 
Mstep: Class 15 contains 89083 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18513 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146824.000000 Penalty: 62879.636719
Iteration 185Q: 30 clusters Score -3.414682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105571 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14344 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140151 members 
Mstep: Class 12 contains 43299 members 
Mstep: Class 13 contains 6887 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 89083 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18513 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146848.000000 Penalty: 62879.636719
Iteration 186Q: 30 clusters Score -3.414685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105572 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14345 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140150 members 
Mstep: Class 12 contains 43296 members 
Mstep: Class 13 contains 6889 members 
Mstep: Class 14 contains 15100 members 
Mstep: Class 15 contains 89083 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 18513 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146844.000000 Penalty: 62879.636719
Iteration 187Q: 30 clusters Score -3.414684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105573 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 14345 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140150 members 
Mstep: Class 12 contains 43292 members 
Mstep: Class 13 contains 6893 members 
Mstep: Class 14 contains 15099 members 
Mstep: Class 15 contains 89083 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41327 members 
Mstep: Class 25 contains 18513 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146824.000000 Penalty: 62879.636719
Iteration 188Q: 30 clusters Score -3.414682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105572 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 14345 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140149 members 
Mstep: Class 12 contains 43290 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 15100 members 
Mstep: Class 15 contains 89082 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 18513 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146856.000000 Penalty: 62879.636719
Iteration 189Q: 30 clusters Score -3.414686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105573 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 14345 members 
Mstep: Class 6 contains 4979 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140148 members 
Mstep: Class 12 contains 43292 members 
Mstep: Class 13 contains 6897 members 
Mstep: Class 14 contains 15102 members 
Mstep: Class 15 contains 89078 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36456 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 10769 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 18512 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146860.000000 Penalty: 62879.636719
Iteration 190Q: 30 clusters Score -3.414686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105574 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 14346 members 
Mstep: Class 6 contains 4978 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140148 members 
Mstep: Class 12 contains 43289 members 
Mstep: Class 13 contains 6903 members 
Mstep: Class 14 contains 15104 members 
Mstep: Class 15 contains 89078 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36454 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10767 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 18512 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146872.000000 Penalty: 62879.636719
Iteration 191Q: 30 clusters Score -3.414687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105574 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 14346 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140147 members 
Mstep: Class 12 contains 43283 members 
Mstep: Class 13 contains 6914 members 
Mstep: Class 14 contains 15109 members 
Mstep: Class 15 contains 89070 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 36454 members 
Mstep: Class 21 contains 4844 members 
Mstep: Class 22 contains 10767 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 18514 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146880.000000 Penalty: 62879.636719
Iteration 192Q: 30 clusters Score -3.414688e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105575 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 14347 members 
Mstep: Class 6 contains 4974 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 140148 members 
Mstep: Class 12 contains 43270 members 
Mstep: Class 13 contains 6925 members 
Mstep: Class 14 contains 15113 members 
Mstep: Class 15 contains 89063 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 36456 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 41327 members 
Mstep: Class 25 contains 18515 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146880.000000 Penalty: 62879.636719
Iteration 193Q: 30 clusters Score -3.414688e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105578 members 
Mstep: Class 4 contains 8547 members 
Mstep: Class 5 contains 14348 members 
Mstep: Class 6 contains 4974 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18745 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140148 members 
Mstep: Class 12 contains 43254 members 
Mstep: Class 13 contains 6938 members 
Mstep: Class 14 contains 15117 members 
Mstep: Class 15 contains 89057 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 20 contains 36456 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10763 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 18514 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146860.000000 Penalty: 62879.636719
Iteration 194Q: 30 clusters Score -3.414686e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105582 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 14348 members 
Mstep: Class 6 contains 4973 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140150 members 
Mstep: Class 12 contains 43244 members 
Mstep: Class 13 contains 6946 members 
Mstep: Class 14 contains 15122 members 
Mstep: Class 15 contains 89050 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 20 contains 36455 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 10761 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 18513 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146876.000000 Penalty: 62879.636719
Iteration 195Q: 30 clusters Score -3.414688e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105581 members 
Mstep: Class 4 contains 8547 members 
Mstep: Class 5 contains 14351 members 
Mstep: Class 6 contains 4974 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140153 members 
Mstep: Class 12 contains 43235 members 
Mstep: Class 13 contains 6957 members 
Mstep: Class 14 contains 15124 members 
Mstep: Class 15 contains 89040 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11012 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 20 contains 36455 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 10761 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 18513 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146924.000000 Penalty: 62879.636719
Iteration 196Q: 30 clusters Score -3.414692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105580 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 14355 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140152 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 15122 members 
Mstep: Class 15 contains 89035 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11007 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 20 contains 36455 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 10762 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 18513 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146920.000000 Penalty: 62879.636719
Iteration 197Q: 30 clusters Score -3.414692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105582 members 
Mstep: Class 4 contains 8555 members 
Mstep: Class 5 contains 14361 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140153 members 
Mstep: Class 12 contains 43216 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 15122 members 
Mstep: Class 15 contains 89035 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11004 members 
Mstep: Class 19 contains 7868 members 
Mstep: Class 20 contains 36456 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 10760 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 18515 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146896.000000 Penalty: 62879.636719
Iteration 198Q: 30 clusters Score -3.41469e+07 nChanged 34
Entering ConstructFrom: 
Score: -34146896.000000 Penalty: 62879.636719
Entering ConstructFrom: 
Trying to split cluster 1 (5881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Entering Unmasked Estep 
Score: -318108.250000 Penalty: 1410.415894
	Iteration 0F: 2 clusters Score -318108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -313589.437500 Penalty: 2820.831787
	Iteration 0F: 3 clusters Score -313589.4 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -315018.656250 Penalty: 2820.831787
	Iteration 1F: 3 clusters Score -315018.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -315404.500000 Penalty: 2820.831787
	Iteration 2F: 3 clusters Score -315404.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -315794.437500 Penalty: 2820.831787
	Iteration 3F: 3 clusters Score -315794.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -316193.093750 Penalty: 2820.831787
	Iteration 4F: 3 clusters Score -316193.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -316544.937500 Penalty: 2820.831787
	Iteration 5F: 3 clusters Score -316544.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -316753.937500 Penalty: 2820.831787
	Iteration 6Q: 3 clusters Score -316753.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -316882.375000 Penalty: 2820.831787
	Iteration 7Q: 3 clusters Score -316882.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -316995.406250 Penalty: 2820.831787
	Iteration 8Q: 3 clusters Score -316995.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -317101.312500 Penalty: 2820.831787
	Iteration 9Q: 3 clusters Score -317101.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -317189.156250 Penalty: 2820.831787
	Iteration 10Q: 3 clusters Score -317189.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -317248.656250 Penalty: 2820.831787
	Iteration 11Q: 3 clusters Score -317248.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -317286.000000 Penalty: 2820.831787
	Iteration 12Q: 3 clusters Score -317286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -317314.312500 Penalty: 2820.831787
	Iteration 13Q: 3 clusters Score -317314.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -317331.812500 Penalty: 2820.831787
	Iteration 14Q: 3 clusters Score -317331.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -317341.218750 Penalty: 2820.831787
	Iteration 15Q: 3 clusters Score -317341.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -317348.343750 Penalty: 2820.831787
	Iteration 16Q: 3 clusters Score -317348.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -317350.437500 Penalty: 2820.831787
	Iteration 17Q: 3 clusters Score -317350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -317352.062500 Penalty: 2820.831787
	Iteration 18Q: 3 clusters Score -317352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -317353.062500 Penalty: 2820.831787
	Iteration 19Q: 3 clusters Score -317353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -317353.062500 Penalty: 2820.831787
	Iteration 20F: 3 clusters Score -317353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -100119.593750 Penalty: 1227.834595
	Iteration 0F: 2 clusters Score -100119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -98126.429688 Penalty: 2455.669189
	Iteration 0F: 3 clusters Score -98126.43 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -98687.664062 Penalty: 2455.669189
	Iteration 1F: 3 clusters Score -98687.66 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -99085.093750 Penalty: 2455.669189
	Iteration 2F: 3 clusters Score -99085.09 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -99427.507812 Penalty: 2455.669189
	Iteration 3F: 3 clusters Score -99427.51 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -99695.453125 Penalty: 2455.669189
	Iteration 4F: 3 clusters Score -99695.45 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -99847.679688 Penalty: 2455.669189
	Iteration 5F: 3 clusters Score -99847.68 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -99939.617188 Penalty: 2455.669189
	Iteration 6Q: 3 clusters Score -99939.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -99994.843750 Penalty: 2455.669189
	Iteration 7Q: 3 clusters Score -99994.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -100028.734375 Penalty: 2455.669189
	Iteration 8Q: 3 clusters Score -100028.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -100048.289062 Penalty: 2455.669189
	Iteration 9Q: 3 clusters Score -100048.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -100056.742188 Penalty: 2455.669189
	Iteration 10Q: 3 clusters Score -100056.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -100063.070312 Penalty: 2455.669189
	Iteration 11Q: 3 clusters Score -100063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -100065.585938 Penalty: 2455.669189
	Iteration 12Q: 3 clusters Score -100065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -100069.757812 Penalty: 2455.669189
	Iteration 13Q: 3 clusters Score -100069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -100072.054688 Penalty: 2455.669189
	Iteration 14Q: 3 clusters Score -100072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -100074.906250 Penalty: 2455.669189
	Iteration 15Q: 3 clusters Score -100074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -100076.007812 Penalty: 2455.669189
	Iteration 16Q: 3 clusters Score -100076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -100077.335938 Penalty: 2455.669189
	Iteration 17Q: 3 clusters Score -100077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -100078.554688 Penalty: 2455.669189
	Iteration 18Q: 3 clusters Score -100078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -100078.984375 Penalty: 2455.669189
	Iteration 19Q: 3 clusters Score -100079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -100079.539062 Penalty: 2455.669189
	Iteration 20F: 3 clusters Score -100079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -100080.062500 Penalty: 2455.669189
	Iteration 21Q: 3 clusters Score -100080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -100081.750000 Penalty: 2455.669189
	Iteration 22Q: 3 clusters Score -100081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -100082.320312 Penalty: 2455.669189
	Iteration 23Q: 3 clusters Score -100082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -100083.085938 Penalty: 2455.669189
	Iteration 24Q: 3 clusters Score -100083.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -100083.085938 Penalty: 2455.669189
	Iteration 25F: 3 clusters Score -100083.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Entering Unmasked Estep 
Score: -6302431.000000 Penalty: 1879.678589
	Iteration 0F: 2 clusters Score -6302431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -6231393.000000 Penalty: 3759.357178
	Iteration 0F: 3 clusters Score -6231393 nChanged 50772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -6261139.000000 Penalty: 3759.357178
	Iteration 1F: 3 clusters Score -6261139 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -6262181.500000 Penalty: 3759.357178
	Iteration 2Q: 3 clusters Score -6262182 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -6263512.000000 Penalty: 3759.357178
	Iteration 3Q: 3 clusters Score -6263512 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -6265295.500000 Penalty: 3759.357178
	Iteration 4Q: 3 clusters Score -6265296 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -6267616.000000 Penalty: 3759.357178
	Iteration 5Q: 3 clusters Score -6267616 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -6270695.500000 Penalty: 3759.357178
	Iteration 6F: 3 clusters Score -6270696 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -6274472.500000 Penalty: 3759.357178
	Iteration 7F: 3 clusters Score -6274472 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -6278485.500000 Penalty: 3759.357178
	Iteration 8F: 3 clusters Score -6278486 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -6282737.000000 Penalty: 3759.357178
	Iteration 9F: 3 clusters Score -6282737 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -6286803.500000 Penalty: 3759.357178
	Iteration 10F: 3 clusters Score -6286804 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -6290418.500000 Penalty: 3759.357178
	Iteration 11F: 3 clusters Score -6290418 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -6293456.000000 Penalty: 3759.357178
	Iteration 12Q: 3 clusters Score -6293456 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 95969 members 
Entering Unmasked Estep 
Score: -6295780.000000 Penalty: 3759.357178
	Iteration 13Q: 3 clusters Score -6295780 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 98867 members 
Entering Unmasked Estep 
Score: -6297463.000000 Penalty: 3759.357178
	Iteration 14Q: 3 clusters Score -6297463 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 100920 members 
Entering Unmasked Estep 
Score: -6298635.000000 Penalty: 3759.357178
	Iteration 15Q: 3 clusters Score -6298635 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 102346 members 
Entering Unmasked Estep 
Score: -6299405.000000 Penalty: 3759.357178
	Iteration 16Q: 3 clusters Score -6299405 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 103249 members 
Entering Unmasked Estep 
Score: -6299897.000000 Penalty: 3759.357178
	Iteration 17Q: 3 clusters Score -6299897 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 103801 members 
Entering Unmasked Estep 
Score: -6300172.000000 Penalty: 3759.357178
	Iteration 18Q: 3 clusters Score -6300172 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -6300339.000000 Penalty: 3759.357178
	Iteration 19Q: 3 clusters Score -6300339 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 104348 members 
Entering Unmasked Estep 
Score: -6300463.500000 Penalty: 3759.357178
	Iteration 20F: 3 clusters Score -6300464 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -6300543.500000 Penalty: 3759.357178
	Iteration 21Q: 3 clusters Score -6300544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 104595 members 
Entering Unmasked Estep 
Score: -6300604.500000 Penalty: 3759.357178
	Iteration 22Q: 3 clusters Score -6300604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -6300636.500000 Penalty: 3759.357178
	Iteration 23Q: 3 clusters Score -6300636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 104734 members 
Entering Unmasked Estep 
Score: -6300687.500000 Penalty: 3759.357178
	Iteration 24Q: 3 clusters Score -6300688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 104792 members 
Entering Unmasked Estep 
Score: -6300722.000000 Penalty: 3759.357178
	Iteration 25Q: 3 clusters Score -6300722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -6300758.000000 Penalty: 3759.357178
	Iteration 26Q: 3 clusters Score -6300758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 104873 members 
Entering Unmasked Estep 
Score: -6300792.500000 Penalty: 3759.357178
	Iteration 27Q: 3 clusters Score -6300792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -6300819.500000 Penalty: 3759.357178
	Iteration 28Q: 3 clusters Score -6300820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -6300818.000000 Penalty: 3759.357178
	Iteration 29Q: 3 clusters Score -6300818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -6300826.500000 Penalty: 3759.357178
	Iteration 30Q: 3 clusters Score -6300826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -6300828.000000 Penalty: 3759.357178
	Iteration 31Q: 3 clusters Score -6300828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -6300834.000000 Penalty: 3759.357178
	Iteration 32Q: 3 clusters Score -6300834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 104931 members 
Entering Unmasked Estep 
Score: -6300836.000000 Penalty: 3759.357178
	Iteration 33Q: 3 clusters Score -6300836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 104938 members 
Entering Unmasked Estep 
Score: -6300843.000000 Penalty: 3759.357178
	Iteration 34Q: 3 clusters Score -6300843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -6300845.500000 Penalty: 3759.357178
	Iteration 35Q: 3 clusters Score -6300846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 104948 members 
Entering Unmasked Estep 
Score: -6300851.500000 Penalty: 3759.357178
	Iteration 36Q: 3 clusters Score -6300852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 104954 members 
Entering Unmasked Estep 
Score: -6300854.000000 Penalty: 3759.357178
	Iteration 37Q: 3 clusters Score -6300854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -6300858.500000 Penalty: 3759.357178
	Iteration 38Q: 3 clusters Score -6300858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 104965 members 
Entering Unmasked Estep 
Score: -6300859.000000 Penalty: 3759.357178
	Iteration 39Q: 3 clusters Score -6300859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -6300866.500000 Penalty: 3759.357178
	Iteration 40F: 3 clusters Score -6300866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -6300865.000000 Penalty: 3759.357178
	Iteration 41Q: 3 clusters Score -6300865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -6300868.500000 Penalty: 3759.357178
	Iteration 42Q: 3 clusters Score -6300868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -6300873.000000 Penalty: 3759.357178
	Iteration 43Q: 3 clusters Score -6300873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -6300878.500000 Penalty: 3759.357178
	Iteration 44Q: 3 clusters Score -6300878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 104990 members 
Entering Unmasked Estep 
Score: -6300884.000000 Penalty: 3759.357178
	Iteration 45Q: 3 clusters Score -6300884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -6300881.500000 Penalty: 3759.357178
	Iteration 46Q: 3 clusters Score -6300882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 104992 members 
Entering Unmasked Estep 
Score: -6300879.500000 Penalty: 3759.357178
	Iteration 47Q: 3 clusters Score -6300880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 104991 members 
Entering Unmasked Estep 
Score: -6300880.500000 Penalty: 3759.357178
	Iteration 48Q: 3 clusters Score -6300880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 104990 members 
Entering Unmasked Estep 
Score: -6300879.500000 Penalty: 3759.357178
	Iteration 49Q: 3 clusters Score -6300880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 104991 members 
Entering Unmasked Estep 
Score: -6300878.000000 Penalty: 3759.357178
	Iteration 50Q: 3 clusters Score -6300878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 104992 members 
Entering Unmasked Estep 
Score: -6300881.500000 Penalty: 3759.357178
	Iteration 51Q: 3 clusters Score -6300882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -6300879.000000 Penalty: 3759.357178
	Iteration 52Q: 3 clusters Score -6300879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -6300881.500000 Penalty: 3759.357178
	Iteration 53Q: 3 clusters Score -6300882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -6300880.500000 Penalty: 3759.357178
	Iteration 54Q: 3 clusters Score -6300880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -6300884.000000 Penalty: 3759.357178
	Iteration 55Q: 3 clusters Score -6300884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -6300885.000000 Penalty: 3759.357178
	Iteration 56Q: 3 clusters Score -6300885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -6300888.500000 Penalty: 3759.357178
	Iteration 57Q: 3 clusters Score -6300888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -6300888.500000 Penalty: 3759.357178
	Iteration 58F: 3 clusters Score -6300888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Entering Unmasked Estep 
Score: -476724.843750 Penalty: 1471.338013
	Iteration 0F: 2 clusters Score -476724.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -470446.468750 Penalty: 2942.676025
	Iteration 0F: 3 clusters Score -470446.5 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -472449.968750 Penalty: 2942.676025
	Iteration 1F: 3 clusters Score -472450 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -472765.312500 Penalty: 2942.676025
	Iteration 2F: 3 clusters Score -472765.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -473081.218750 Penalty: 2942.676025
	Iteration 3F: 3 clusters Score -473081.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -473406.031250 Penalty: 2942.676025
	Iteration 4F: 3 clusters Score -473406 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -473764.093750 Penalty: 2942.676025
	Iteration 5F: 3 clusters Score -473764.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -474100.875000 Penalty: 2942.676025
	Iteration 6F: 3 clusters Score -474100.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -474407.937500 Penalty: 2942.676025
	Iteration 7Q: 3 clusters Score -474407.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -474726.625000 Penalty: 2942.676025
	Iteration 8Q: 3 clusters Score -474726.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -474998.000000 Penalty: 2942.676025
	Iteration 9Q: 3 clusters Score -474998 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -475197.250000 Penalty: 2942.676025
	Iteration 10Q: 3 clusters Score -475197.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -475333.156250 Penalty: 2942.676025
	Iteration 11Q: 3 clusters Score -475333.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -475417.281250 Penalty: 2942.676025
	Iteration 12Q: 3 clusters Score -475417.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -475475.250000 Penalty: 2942.676025
	Iteration 13Q: 3 clusters Score -475475.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -475517.718750 Penalty: 2942.676025
	Iteration 14Q: 3 clusters Score -475517.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -475541.156250 Penalty: 2942.676025
	Iteration 15Q: 3 clusters Score -475541.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -475563.406250 Penalty: 2942.676025
	Iteration 16Q: 3 clusters Score -475563.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -475585.406250 Penalty: 2942.676025
	Iteration 17Q: 3 clusters Score -475585.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -475603.718750 Penalty: 2942.676025
	Iteration 18Q: 3 clusters Score -475603.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -475619.187500 Penalty: 2942.676025
	Iteration 19Q: 3 clusters Score -475619.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -475629.187500 Penalty: 2942.676025
	Iteration 20F: 3 clusters Score -475629.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -475639.437500 Penalty: 2942.676025
	Iteration 21Q: 3 clusters Score -475639.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -475642.968750 Penalty: 2942.676025
	Iteration 22Q: 3 clusters Score -475643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -475647.531250 Penalty: 2942.676025
	Iteration 23Q: 3 clusters Score -475647.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -475648.843750 Penalty: 2942.676025
	Iteration 24Q: 3 clusters Score -475648.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -475650.000000 Penalty: 2942.676025
	Iteration 25Q: 3 clusters Score -475650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -475652.218750 Penalty: 2942.676025
	Iteration 26Q: 3 clusters Score -475652.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -475653.343750 Penalty: 2942.676025
	Iteration 27Q: 3 clusters Score -475653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -475655.375000 Penalty: 2942.676025
	Iteration 28Q: 3 clusters Score -475655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -475655.843750 Penalty: 2942.676025
	Iteration 29Q: 3 clusters Score -475655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -475656.812500 Penalty: 2942.676025
	Iteration 30Q: 3 clusters Score -475656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -475660.156250 Penalty: 2942.676025
	Iteration 31Q: 3 clusters Score -475660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -475659.343750 Penalty: 2942.676025
	Iteration 32Q: 3 clusters Score -475659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -475659.531250 Penalty: 2942.676025
	Iteration 33Q: 3 clusters Score -475659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -475660.343750 Penalty: 2942.676025
	Iteration 34Q: 3 clusters Score -475660.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -475660.343750 Penalty: 2942.676025
	Iteration 35F: 3 clusters Score -475660.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Entering Unmasked Estep 
Score: -758895.187500 Penalty: 1555.584595
	Iteration 0F: 2 clusters Score -758895.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -748913.187500 Penalty: 3111.169189
	Iteration 0F: 3 clusters Score -748913.2 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -752569.250000 Penalty: 3111.169189
	Iteration 1F: 3 clusters Score -752569.2 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -753110.187500 Penalty: 3111.169189
	Iteration 2F: 3 clusters Score -753110.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -753714.687500 Penalty: 3111.169189
	Iteration 3F: 3 clusters Score -753714.7 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -754388.562500 Penalty: 3111.169189
	Iteration 4F: 3 clusters Score -754388.6 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -755145.000000 Penalty: 3111.169189
	Iteration 5F: 3 clusters Score -755145 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -755886.937500 Penalty: 3111.169189
	Iteration 6F: 3 clusters Score -755886.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -756526.062500 Penalty: 3111.169189
	Iteration 7Q: 3 clusters Score -756526.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -756937.562500 Penalty: 3111.169189
	Iteration 8Q: 3 clusters Score -756937.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -757186.125000 Penalty: 3111.169189
	Iteration 9Q: 3 clusters Score -757186.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -757317.187500 Penalty: 3111.169189
	Iteration 10Q: 3 clusters Score -757317.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -757409.812500 Penalty: 3111.169189
	Iteration 11Q: 3 clusters Score -757409.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -757455.625000 Penalty: 3111.169189
	Iteration 12Q: 3 clusters Score -757455.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -757486.812500 Penalty: 3111.169189
	Iteration 13Q: 3 clusters Score -757486.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -757506.312500 Penalty: 3111.169189
	Iteration 14Q: 3 clusters Score -757506.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -757521.250000 Penalty: 3111.169189
	Iteration 15Q: 3 clusters Score -757521.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -757534.062500 Penalty: 3111.169189
	Iteration 16Q: 3 clusters Score -757534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -757539.625000 Penalty: 3111.169189
	Iteration 17Q: 3 clusters Score -757539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -757543.187500 Penalty: 3111.169189
	Iteration 18Q: 3 clusters Score -757543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -757544.062500 Penalty: 3111.169189
	Iteration 19Q: 3 clusters Score -757544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -757544.062500 Penalty: 3111.169189
	Iteration 20F: 3 clusters Score -757544.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Entering Unmasked Estep 
Score: -227000.265625 Penalty: 1383.294678
	Iteration 0F: 2 clusters Score -227000.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -222976.750000 Penalty: 2766.589355
	Iteration 0F: 3 clusters Score -222976.8 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -224303.156250 Penalty: 2766.589355
	Iteration 1F: 3 clusters Score -224303.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -224959.390625 Penalty: 2766.589355
	Iteration 2F: 3 clusters Score -224959.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -225674.468750 Penalty: 2766.589355
	Iteration 3F: 3 clusters Score -225674.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -226178.968750 Penalty: 2766.589355
	Iteration 4F: 3 clusters Score -226179 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -226445.109375 Penalty: 2766.589355
	Iteration 5F: 3 clusters Score -226445.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -226693.609375 Penalty: 2766.589355
	Iteration 6Q: 3 clusters Score -226693.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -226880.359375 Penalty: 2766.589355
	Iteration 7Q: 3 clusters Score -226880.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -227045.828125 Penalty: 2766.589355
	Iteration 8Q: 3 clusters Score -227045.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -227157.656250 Penalty: 2766.589355
	Iteration 9Q: 3 clusters Score -227157.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -227246.343750 Penalty: 2766.589355
	Iteration 10Q: 3 clusters Score -227246.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -227309.703125 Penalty: 2766.589355
	Iteration 11Q: 3 clusters Score -227309.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -227348.343750 Penalty: 2766.589355
	Iteration 12Q: 3 clusters Score -227348.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -227368.984375 Penalty: 2766.589355
	Iteration 13Q: 3 clusters Score -227369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -227388.640625 Penalty: 2766.589355
	Iteration 14Q: 3 clusters Score -227388.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -227406.093750 Penalty: 2766.589355
	Iteration 15Q: 3 clusters Score -227406.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -227430.140625 Penalty: 2766.589355
	Iteration 16Q: 3 clusters Score -227430.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -227448.000000 Penalty: 2766.589355
	Iteration 17Q: 3 clusters Score -227448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -227458.421875 Penalty: 2766.589355
	Iteration 18Q: 3 clusters Score -227458.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -227466.437500 Penalty: 2766.589355
	Iteration 19Q: 3 clusters Score -227466.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -227475.468750 Penalty: 2766.589355
	Iteration 20F: 3 clusters Score -227475.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -227480.750000 Penalty: 2766.589355
	Iteration 21Q: 3 clusters Score -227480.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -227482.765625 Penalty: 2766.589355
	Iteration 22Q: 3 clusters Score -227482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -227484.828125 Penalty: 2766.589355
	Iteration 23Q: 3 clusters Score -227484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -227485.953125 Penalty: 2766.589355
	Iteration 24Q: 3 clusters Score -227486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -227486.781250 Penalty: 2766.589355
	Iteration 25Q: 3 clusters Score -227486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -227488.437500 Penalty: 2766.589355
	Iteration 26Q: 3 clusters Score -227488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -227488.656250 Penalty: 2766.589355
	Iteration 27Q: 3 clusters Score -227488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -227488.953125 Penalty: 2766.589355
	Iteration 28Q: 3 clusters Score -227489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -227488.953125 Penalty: 2766.589355
	Iteration 29F: 3 clusters Score -227489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105583 members 
Mstep: Class 4 contains 8556 members 
Mstep: Class 5 contains 14369 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140154 members 
Mstep: Class 12 contains 43204 members 
Mstep: Class 13 contains 6968 members 
Mstep: Class 14 contains 15122 members 
Mstep: Class 15 contains 89035 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 20 contains 36456 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 10759 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 18516 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9501 members 
Mstep: Class 30 contains 2278 members 
Entering Unmasked Estep 
Score: -34146596.000000 Penalty: 65047.898438
Splitting cluster 6 changes total score from -34146896.000000 to -34146596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -86119.671875 Penalty: 1199.392822
	Iteration 0F: 2 clusters Score -86119.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -84249.515625 Penalty: 2398.785645
	Iteration 0F: 3 clusters Score -84249.52 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -84666.468750 Penalty: 2398.785645
	Iteration 1F: 3 clusters Score -84666.47 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -84803.015625 Penalty: 2398.785645
	Iteration 2F: 3 clusters Score -84803.02 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -84902.015625 Penalty: 2398.785645
	Iteration 3F: 3 clusters Score -84902.02 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -84962.453125 Penalty: 2398.785645
	Iteration 4Q: 3 clusters Score -84962.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -84996.875000 Penalty: 2398.785645
	Iteration 5Q: 3 clusters Score -84996.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -85024.187500 Penalty: 2398.785645
	Iteration 6Q: 3 clusters Score -85024.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -85035.484375 Penalty: 2398.785645
	Iteration 7Q: 3 clusters Score -85035.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -85041.937500 Penalty: 2398.785645
	Iteration 8Q: 3 clusters Score -85041.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -85045.750000 Penalty: 2398.785645
	Iteration 9Q: 3 clusters Score -85045.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -85052.359375 Penalty: 2398.785645
	Iteration 10Q: 3 clusters Score -85052.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -85056.148438 Penalty: 2398.785645
	Iteration 11Q: 3 clusters Score -85056.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -85058.289062 Penalty: 2398.785645
	Iteration 12Q: 3 clusters Score -85058.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -85061.210938 Penalty: 2398.785645
	Iteration 13Q: 3 clusters Score -85061.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -85063.203125 Penalty: 2398.785645
	Iteration 14Q: 3 clusters Score -85063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -85063.570312 Penalty: 2398.785645
	Iteration 15Q: 3 clusters Score -85063.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -85063.570312 Penalty: 2398.785645
	Iteration 16F: 3 clusters Score -85063.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Entering Unmasked Estep 
Score: -1078489.125000 Penalty: 1598.794556
	Iteration 0F: 2 clusters Score -1078489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1065569.875000 Penalty: 3197.589111
	Iteration 0F: 3 clusters Score -1065570 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1070297.375000 Penalty: 3197.589111
	Iteration 1F: 3 clusters Score -1070297 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1070795.625000 Penalty: 3197.589111
	Iteration 2F: 3 clusters Score -1070796 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1071366.250000 Penalty: 3197.589111
	Iteration 3F: 3 clusters Score -1071366 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1072035.500000 Penalty: 3197.589111
	Iteration 4F: 3 clusters Score -1072036 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1072850.250000 Penalty: 3197.589111
	Iteration 5F: 3 clusters Score -1072850 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1073608.125000 Penalty: 3197.589111
	Iteration 6F: 3 clusters Score -1073608 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1074261.625000 Penalty: 3197.589111
	Iteration 7F: 3 clusters Score -1074262 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1074828.500000 Penalty: 3197.589111
	Iteration 8Q: 3 clusters Score -1074828 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1075301.500000 Penalty: 3197.589111
	Iteration 9Q: 3 clusters Score -1075302 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1075697.000000 Penalty: 3197.589111
	Iteration 10Q: 3 clusters Score -1075697 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1075954.375000 Penalty: 3197.589111
	Iteration 11Q: 3 clusters Score -1075954 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1076110.250000 Penalty: 3197.589111
	Iteration 12Q: 3 clusters Score -1076110 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1076196.250000 Penalty: 3197.589111
	Iteration 13Q: 3 clusters Score -1076196 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1076252.375000 Penalty: 3197.589111
	Iteration 14Q: 3 clusters Score -1076252 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1076288.500000 Penalty: 3197.589111
	Iteration 15Q: 3 clusters Score -1076288 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1076314.500000 Penalty: 3197.589111
	Iteration 16Q: 3 clusters Score -1076314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1076337.625000 Penalty: 3197.589111
	Iteration 17Q: 3 clusters Score -1076338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1076359.500000 Penalty: 3197.589111
	Iteration 18Q: 3 clusters Score -1076360 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1076370.250000 Penalty: 3197.589111
	Iteration 19Q: 3 clusters Score -1076370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1076385.500000 Penalty: 3197.589111
	Iteration 20F: 3 clusters Score -1076386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1076391.875000 Penalty: 3197.589111
	Iteration 21Q: 3 clusters Score -1076392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1076399.625000 Penalty: 3197.589111
	Iteration 22Q: 3 clusters Score -1076400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1076413.500000 Penalty: 3197.589111
	Iteration 23Q: 3 clusters Score -1076414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1076419.875000 Penalty: 3197.589111
	Iteration 24Q: 3 clusters Score -1076420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1076431.000000 Penalty: 3197.589111
	Iteration 25Q: 3 clusters Score -1076431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1076439.875000 Penalty: 3197.589111
	Iteration 26Q: 3 clusters Score -1076440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1076455.750000 Penalty: 3197.589111
	Iteration 27Q: 3 clusters Score -1076456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1076466.000000 Penalty: 3197.589111
	Iteration 28Q: 3 clusters Score -1076466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1076477.500000 Penalty: 3197.589111
	Iteration 29Q: 3 clusters Score -1076478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1076482.500000 Penalty: 3197.589111
	Iteration 30Q: 3 clusters Score -1076482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1076489.250000 Penalty: 3197.589111
	Iteration 31Q: 3 clusters Score -1076489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1076499.000000 Penalty: 3197.589111
	Iteration 32Q: 3 clusters Score -1076499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1076503.000000 Penalty: 3197.589111
	Iteration 33Q: 3 clusters Score -1076503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1076506.000000 Penalty: 3197.589111
	Iteration 34Q: 3 clusters Score -1076506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1076507.625000 Penalty: 3197.589111
	Iteration 35Q: 3 clusters Score -1076508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1076514.875000 Penalty: 3197.589111
	Iteration 36Q: 3 clusters Score -1076515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1076524.000000 Penalty: 3197.589111
	Iteration 37Q: 3 clusters Score -1076524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1076533.375000 Penalty: 3197.589111
	Iteration 38Q: 3 clusters Score -1076533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1076541.625000 Penalty: 3197.589111
	Iteration 39Q: 3 clusters Score -1076542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1076555.625000 Penalty: 3197.589111
	Iteration 40F: 3 clusters Score -1076556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1076561.750000 Penalty: 3197.589111
	Iteration 41Q: 3 clusters Score -1076562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1076570.750000 Penalty: 3197.589111
	Iteration 42Q: 3 clusters Score -1076571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1076573.000000 Penalty: 3197.589111
	Iteration 43Q: 3 clusters Score -1076573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1076583.000000 Penalty: 3197.589111
	Iteration 44Q: 3 clusters Score -1076583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1076590.000000 Penalty: 3197.589111
	Iteration 45Q: 3 clusters Score -1076590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1076603.000000 Penalty: 3197.589111
	Iteration 46Q: 3 clusters Score -1076603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1076615.125000 Penalty: 3197.589111
	Iteration 47Q: 3 clusters Score -1076615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1076627.000000 Penalty: 3197.589111
	Iteration 48Q: 3 clusters Score -1076627 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1076646.875000 Penalty: 3197.589111
	Iteration 49Q: 3 clusters Score -1076647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1076663.250000 Penalty: 3197.589111
	Iteration 50Q: 3 clusters Score -1076663 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1076685.875000 Penalty: 3197.589111
	Iteration 51Q: 3 clusters Score -1076686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1076715.500000 Penalty: 3197.589111
	Iteration 52Q: 3 clusters Score -1076716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1076744.750000 Penalty: 3197.589111
	Iteration 53Q: 3 clusters Score -1076745 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1076776.000000 Penalty: 3197.589111
	Iteration 54Q: 3 clusters Score -1076776 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1076804.875000 Penalty: 3197.589111
	Iteration 55Q: 3 clusters Score -1076805 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1076830.375000 Penalty: 3197.589111
	Iteration 56Q: 3 clusters Score -1076830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1076847.625000 Penalty: 3197.589111
	Iteration 57Q: 3 clusters Score -1076848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1076866.000000 Penalty: 3197.589111
	Iteration 58Q: 3 clusters Score -1076866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1076890.875000 Penalty: 3197.589111
	Iteration 59Q: 3 clusters Score -1076891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1076918.250000 Penalty: 3197.589111
	Iteration 60F: 3 clusters Score -1076918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1076937.875000 Penalty: 3197.589111
	Iteration 61Q: 3 clusters Score -1076938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1076959.625000 Penalty: 3197.589111
	Iteration 62Q: 3 clusters Score -1076960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1076987.875000 Penalty: 3197.589111
	Iteration 63Q: 3 clusters Score -1076988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1077018.500000 Penalty: 3197.589111
	Iteration 64Q: 3 clusters Score -1077018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1077042.375000 Penalty: 3197.589111
	Iteration 65Q: 3 clusters Score -1077042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1077069.500000 Penalty: 3197.589111
	Iteration 66Q: 3 clusters Score -1077070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1077096.250000 Penalty: 3197.589111
	Iteration 67Q: 3 clusters Score -1077096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1077117.750000 Penalty: 3197.589111
	Iteration 68Q: 3 clusters Score -1077118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1077140.750000 Penalty: 3197.589111
	Iteration 69Q: 3 clusters Score -1077141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1077162.500000 Penalty: 3197.589111
	Iteration 70Q: 3 clusters Score -1077162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1077188.875000 Penalty: 3197.589111
	Iteration 71Q: 3 clusters Score -1077189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1077214.000000 Penalty: 3197.589111
	Iteration 72Q: 3 clusters Score -1077214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1077234.375000 Penalty: 3197.589111
	Iteration 73Q: 3 clusters Score -1077234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1077258.500000 Penalty: 3197.589111
	Iteration 74Q: 3 clusters Score -1077258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1077284.500000 Penalty: 3197.589111
	Iteration 75Q: 3 clusters Score -1077284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1077306.875000 Penalty: 3197.589111
	Iteration 76Q: 3 clusters Score -1077307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1077327.375000 Penalty: 3197.589111
	Iteration 77Q: 3 clusters Score -1077327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1077338.000000 Penalty: 3197.589111
	Iteration 78Q: 3 clusters Score -1077338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1077345.125000 Penalty: 3197.589111
	Iteration 79Q: 3 clusters Score -1077345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1077350.250000 Penalty: 3197.589111
	Iteration 80F: 3 clusters Score -1077350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1077352.000000 Penalty: 3197.589111
	Iteration 81Q: 3 clusters Score -1077352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1077354.000000 Penalty: 3197.589111
	Iteration 82Q: 3 clusters Score -1077354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1077359.500000 Penalty: 3197.589111
	Iteration 83Q: 3 clusters Score -1077360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1077361.500000 Penalty: 3197.589111
	Iteration 84Q: 3 clusters Score -1077362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1077363.250000 Penalty: 3197.589111
	Iteration 85Q: 3 clusters Score -1077363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1077366.125000 Penalty: 3197.589111
	Iteration 86Q: 3 clusters Score -1077366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1077367.000000 Penalty: 3197.589111
	Iteration 87Q: 3 clusters Score -1077367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1077366.625000 Penalty: 3197.589111
	Iteration 88Q: 3 clusters Score -1077367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1077368.750000 Penalty: 3197.589111
	Iteration 89Q: 3 clusters Score -1077369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1077370.750000 Penalty: 3197.589111
	Iteration 90Q: 3 clusters Score -1077371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1077370.625000 Penalty: 3197.589111
	Iteration 91Q: 3 clusters Score -1077371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1077372.500000 Penalty: 3197.589111
	Iteration 92Q: 3 clusters Score -1077372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1077372.500000 Penalty: 3197.589111
	Iteration 93F: 3 clusters Score -1077372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -87452.156250 Penalty: 1212.048950
	Iteration 0F: 2 clusters Score -87452.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -85497.468750 Penalty: 2424.097900
	Iteration 0F: 3 clusters Score -85497.47 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -85894.335938 Penalty: 2424.097900
	Iteration 1F: 3 clusters Score -85894.34 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -86019.890625 Penalty: 2424.097900
	Iteration 2F: 3 clusters Score -86019.89 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -86138.531250 Penalty: 2424.097900
	Iteration 3F: 3 clusters Score -86138.53 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -86275.210938 Penalty: 2424.097900
	Iteration 4F: 3 clusters Score -86275.21 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -86441.671875 Penalty: 2424.097900
	Iteration 5F: 3 clusters Score -86441.67 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -86601.976562 Penalty: 2424.097900
	Iteration 6F: 3 clusters Score -86601.98 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -86738.210938 Penalty: 2424.097900
	Iteration 7F: 3 clusters Score -86738.21 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -86819.648438 Penalty: 2424.097900
	Iteration 8Q: 3 clusters Score -86819.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -86855.414062 Penalty: 2424.097900
	Iteration 9Q: 3 clusters Score -86855.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -86892.867188 Penalty: 2424.097900
	Iteration 10Q: 3 clusters Score -86892.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -86937.609375 Penalty: 2424.097900
	Iteration 11Q: 3 clusters Score -86937.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -86971.710938 Penalty: 2424.097900
	Iteration 12Q: 3 clusters Score -86971.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -86997.140625 Penalty: 2424.097900
	Iteration 13Q: 3 clusters Score -86997.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -87040.039062 Penalty: 2424.097900
	Iteration 14Q: 3 clusters Score -87040.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -87072.734375 Penalty: 2424.097900
	Iteration 15Q: 3 clusters Score -87072.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -87111.921875 Penalty: 2424.097900
	Iteration 16Q: 3 clusters Score -87111.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -87134.531250 Penalty: 2424.097900
	Iteration 17Q: 3 clusters Score -87134.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -87158.070312 Penalty: 2424.097900
	Iteration 18Q: 3 clusters Score -87158.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -87176.296875 Penalty: 2424.097900
	Iteration 19Q: 3 clusters Score -87176.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -87193.734375 Penalty: 2424.097900
	Iteration 20F: 3 clusters Score -87193.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -87201.781250 Penalty: 2424.097900
	Iteration 21Q: 3 clusters Score -87201.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -87206.750000 Penalty: 2424.097900
	Iteration 22Q: 3 clusters Score -87206.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -87208.789062 Penalty: 2424.097900
	Iteration 23Q: 3 clusters Score -87208.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -87209.226562 Penalty: 2424.097900
	Iteration 24Q: 3 clusters Score -87209.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -87209.226562 Penalty: 2424.097900
	Iteration 25F: 3 clusters Score -87209.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -171037.312500 Penalty: 1306.363159
	Iteration 0F: 2 clusters Score -171037.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -168263.343750 Penalty: 2612.726318
	Iteration 0F: 3 clusters Score -168263.3 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -169013.203125 Penalty: 2612.726318
	Iteration 1F: 3 clusters Score -169013.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -169225.000000 Penalty: 2612.726318
	Iteration 2F: 3 clusters Score -169225 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -169367.921875 Penalty: 2612.726318
	Iteration 3F: 3 clusters Score -169367.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -169501.593750 Penalty: 2612.726318
	Iteration 4F: 3 clusters Score -169501.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -169643.156250 Penalty: 2612.726318
	Iteration 5F: 3 clusters Score -169643.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -169808.703125 Penalty: 2612.726318
	Iteration 6F: 3 clusters Score -169808.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -169959.015625 Penalty: 2612.726318
	Iteration 7F: 3 clusters Score -169959 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -170119.296875 Penalty: 2612.726318
	Iteration 8F: 3 clusters Score -170119.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -170257.171875 Penalty: 2612.726318
	Iteration 9Q: 3 clusters Score -170257.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -170343.562500 Penalty: 2612.726318
	Iteration 10Q: 3 clusters Score -170343.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -170401.156250 Penalty: 2612.726318
	Iteration 11Q: 3 clusters Score -170401.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -170441.125000 Penalty: 2612.726318
	Iteration 12Q: 3 clusters Score -170441.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -170465.203125 Penalty: 2612.726318
	Iteration 13Q: 3 clusters Score -170465.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -170478.796875 Penalty: 2612.726318
	Iteration 14Q: 3 clusters Score -170478.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -170485.843750 Penalty: 2612.726318
	Iteration 15Q: 3 clusters Score -170485.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -170492.906250 Penalty: 2612.726318
	Iteration 16Q: 3 clusters Score -170492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -170497.218750 Penalty: 2612.726318
	Iteration 17Q: 3 clusters Score -170497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -170500.140625 Penalty: 2612.726318
	Iteration 18Q: 3 clusters Score -170500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -170504.406250 Penalty: 2612.726318
	Iteration 19Q: 3 clusters Score -170504.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -170507.343750 Penalty: 2612.726318
	Iteration 20F: 3 clusters Score -170507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -170508.109375 Penalty: 2612.726318
	Iteration 21Q: 3 clusters Score -170508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -170509.015625 Penalty: 2612.726318
	Iteration 22Q: 3 clusters Score -170509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -170510.390625 Penalty: 2612.726318
	Iteration 23Q: 3 clusters Score -170510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -170511.093750 Penalty: 2612.726318
	Iteration 24Q: 3 clusters Score -170511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -170513.843750 Penalty: 2612.726318
	Iteration 25Q: 3 clusters Score -170513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -170515.062500 Penalty: 2612.726318
	Iteration 26Q: 3 clusters Score -170515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -170516.031250 Penalty: 2612.726318
	Iteration 27Q: 3 clusters Score -170516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -170516.875000 Penalty: 2612.726318
	Iteration 28Q: 3 clusters Score -170516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -170518.734375 Penalty: 2612.726318
	Iteration 29Q: 3 clusters Score -170518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -170519.765625 Penalty: 2612.726318
	Iteration 30Q: 3 clusters Score -170519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -170519.875000 Penalty: 2612.726318
	Iteration 31Q: 3 clusters Score -170519.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -170519.875000 Penalty: 2612.726318
	Iteration 32F: 3 clusters Score -170519.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140154 members 
Entering Unmasked Estep 
Score: -8237701.500000 Penalty: 1925.705811
	Iteration 0F: 2 clusters Score -8237702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -8143704.000000 Penalty: 3851.411621
	Iteration 0F: 3 clusters Score -8143704 nChanged 67489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -8184507.500000 Penalty: 3851.411621
	Iteration 1F: 3 clusters Score -8184508 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -8187256.500000 Penalty: 3851.411621
	Iteration 2Q: 3 clusters Score -8187256 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -8191451.500000 Penalty: 3851.411621
	Iteration 3F: 3 clusters Score -8191452 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 92786 members 
Entering Unmasked Estep 
Score: -8197336.500000 Penalty: 3851.411621
	Iteration 4F: 3 clusters Score -8197336 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -8204503.500000 Penalty: 3851.411621
	Iteration 5F: 3 clusters Score -8204504 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -8212316.500000 Penalty: 3851.411621
	Iteration 6F: 3 clusters Score -8212316 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 116578 members 
Entering Unmasked Estep 
Score: -8219771.500000 Penalty: 3851.411621
	Iteration 7F: 3 clusters Score -8219772 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 121480 members 
Entering Unmasked Estep 
Score: -8226098.000000 Penalty: 3851.411621
	Iteration 8Q: 3 clusters Score -8226098 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 123914 members 
Entering Unmasked Estep 
Score: -8230092.500000 Penalty: 3851.411621
	Iteration 9Q: 3 clusters Score -8230092 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 125125 members 
Entering Unmasked Estep 
Score: -8231890.500000 Penalty: 3851.411621
	Iteration 10Q: 3 clusters Score -8231890 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 126061 members 
Entering Unmasked Estep 
Score: -8232634.500000 Penalty: 3851.411621
	Iteration 11Q: 3 clusters Score -8232634 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 126911 members 
Entering Unmasked Estep 
Score: -8233095.500000 Penalty: 3851.411621
	Iteration 12Q: 3 clusters Score -8233096 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 127668 members 
Entering Unmasked Estep 
Score: -8233376.500000 Penalty: 3851.411621
	Iteration 13Q: 3 clusters Score -8233376 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 128367 members 
Entering Unmasked Estep 
Score: -8233594.500000 Penalty: 3851.411621
	Iteration 14Q: 3 clusters Score -8233594 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 129017 members 
Entering Unmasked Estep 
Score: -8233814.000000 Penalty: 3851.411621
	Iteration 15Q: 3 clusters Score -8233814 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 129600 members 
Entering Unmasked Estep 
Score: -8233958.000000 Penalty: 3851.411621
	Iteration 16Q: 3 clusters Score -8233958 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 130121 members 
Entering Unmasked Estep 
Score: -8234097.500000 Penalty: 3851.411621
	Iteration 17Q: 3 clusters Score -8234098 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 130559 members 
Entering Unmasked Estep 
Score: -8234177.500000 Penalty: 3851.411621
	Iteration 18Q: 3 clusters Score -8234178 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 130985 members 
Entering Unmasked Estep 
Score: -8234255.500000 Penalty: 3851.411621
	Iteration 19Q: 3 clusters Score -8234256 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 131395 members 
Entering Unmasked Estep 
Score: -8234365.500000 Penalty: 3851.411621
	Iteration 20F: 3 clusters Score -8234366 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 131784 members 
Entering Unmasked Estep 
Score: -8234452.000000 Penalty: 3851.411621
	Iteration 21Q: 3 clusters Score -8234452 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 132115 members 
Entering Unmasked Estep 
Score: -8234515.500000 Penalty: 3851.411621
	Iteration 22Q: 3 clusters Score -8234516 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 132434 members 
Entering Unmasked Estep 
Score: -8234565.000000 Penalty: 3851.411621
	Iteration 23Q: 3 clusters Score -8234565 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 132749 members 
Entering Unmasked Estep 
Score: -8234637.000000 Penalty: 3851.411621
	Iteration 24Q: 3 clusters Score -8234637 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 133075 members 
Entering Unmasked Estep 
Score: -8234683.000000 Penalty: 3851.411621
	Iteration 25Q: 3 clusters Score -8234683 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 133399 members 
Entering Unmasked Estep 
Score: -8234772.000000 Penalty: 3851.411621
	Iteration 26Q: 3 clusters Score -8234772 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -8234821.000000 Penalty: 3851.411621
	Iteration 27Q: 3 clusters Score -8234821 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 134012 members 
Entering Unmasked Estep 
Score: -8234868.000000 Penalty: 3851.411621
	Iteration 28Q: 3 clusters Score -8234868 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 134291 members 
Entering Unmasked Estep 
Score: -8234901.500000 Penalty: 3851.411621
	Iteration 29Q: 3 clusters Score -8234902 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 134554 members 
Entering Unmasked Estep 
Score: -8234962.500000 Penalty: 3851.411621
	Iteration 30Q: 3 clusters Score -8234962 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 134799 members 
Entering Unmasked Estep 
Score: -8235032.500000 Penalty: 3851.411621
	Iteration 31Q: 3 clusters Score -8235032 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 135028 members 
Entering Unmasked Estep 
Score: -8235063.500000 Penalty: 3851.411621
	Iteration 32Q: 3 clusters Score -8235064 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 135267 members 
Entering Unmasked Estep 
Score: -8235110.500000 Penalty: 3851.411621
	Iteration 33Q: 3 clusters Score -8235110 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 135534 members 
Entering Unmasked Estep 
Score: -8235168.500000 Penalty: 3851.411621
	Iteration 34Q: 3 clusters Score -8235168 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 135772 members 
Entering Unmasked Estep 
Score: -8235247.000000 Penalty: 3851.411621
	Iteration 35Q: 3 clusters Score -8235247 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 136004 members 
Entering Unmasked Estep 
Score: -8235296.000000 Penalty: 3851.411621
	Iteration 36Q: 3 clusters Score -8235296 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 136217 members 
Entering Unmasked Estep 
Score: -8235331.000000 Penalty: 3851.411621
	Iteration 37Q: 3 clusters Score -8235331 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 136399 members 
Entering Unmasked Estep 
Score: -8235416.000000 Penalty: 3851.411621
	Iteration 38Q: 3 clusters Score -8235416 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 136599 members 
Entering Unmasked Estep 
Score: -8235459.500000 Penalty: 3851.411621
	Iteration 39Q: 3 clusters Score -8235460 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 136788 members 
Entering Unmasked Estep 
Score: -8235509.500000 Penalty: 3851.411621
	Iteration 40F: 3 clusters Score -8235510 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 136964 members 
Entering Unmasked Estep 
Score: -8235533.000000 Penalty: 3851.411621
	Iteration 41Q: 3 clusters Score -8235533 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 137140 members 
Entering Unmasked Estep 
Score: -8235575.500000 Penalty: 3851.411621
	Iteration 42Q: 3 clusters Score -8235576 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 137308 members 
Entering Unmasked Estep 
Score: -8235639.000000 Penalty: 3851.411621
	Iteration 43Q: 3 clusters Score -8235639 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 137468 members 
Entering Unmasked Estep 
Score: -8235682.500000 Penalty: 3851.411621
	Iteration 44Q: 3 clusters Score -8235682 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 137628 members 
Entering Unmasked Estep 
Score: -8235735.500000 Penalty: 3851.411621
	Iteration 45Q: 3 clusters Score -8235736 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 137779 members 
Entering Unmasked Estep 
Score: -8235792.000000 Penalty: 3851.411621
	Iteration 46Q: 3 clusters Score -8235792 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 137912 members 
Entering Unmasked Estep 
Score: -8235810.000000 Penalty: 3851.411621
	Iteration 47Q: 3 clusters Score -8235810 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 138053 members 
Entering Unmasked Estep 
Score: -8235860.000000 Penalty: 3851.411621
	Iteration 48Q: 3 clusters Score -8235860 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 138174 members 
Entering Unmasked Estep 
Score: -8235878.000000 Penalty: 3851.411621
	Iteration 49Q: 3 clusters Score -8235878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 138284 members 
Entering Unmasked Estep 
Score: -8235954.000000 Penalty: 3851.411621
	Iteration 50Q: 3 clusters Score -8235954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 138383 members 
Entering Unmasked Estep 
Score: -8235994.000000 Penalty: 3851.411621
	Iteration 51Q: 3 clusters Score -8235994 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 138468 members 
Entering Unmasked Estep 
Score: -8236026.500000 Penalty: 3851.411621
	Iteration 52Q: 3 clusters Score -8236026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 138534 members 
Entering Unmasked Estep 
Score: -8236064.500000 Penalty: 3851.411621
	Iteration 53Q: 3 clusters Score -8236064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 138591 members 
Entering Unmasked Estep 
Score: -8236061.500000 Penalty: 3851.411621
	Iteration 54Q: 3 clusters Score -8236062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 138642 members 
Entering Unmasked Estep 
Score: -8236080.500000 Penalty: 3851.411621
	Iteration 55Q: 3 clusters Score -8236080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 138679 members 
Entering Unmasked Estep 
Score: -8236102.000000 Penalty: 3851.411621
	Iteration 56Q: 3 clusters Score -8236102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 138705 members 
Entering Unmasked Estep 
Score: -8236109.500000 Penalty: 3851.411621
	Iteration 57Q: 3 clusters Score -8236110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 138727 members 
Entering Unmasked Estep 
Score: -8236110.000000 Penalty: 3851.411621
	Iteration 58Q: 3 clusters Score -8236110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 138744 members 
Entering Unmasked Estep 
Score: -8236116.000000 Penalty: 3851.411621
	Iteration 59Q: 3 clusters Score -8236116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 138763 members 
Entering Unmasked Estep 
Score: -8236122.500000 Penalty: 3851.411621
	Iteration 60F: 3 clusters Score -8236122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 138780 members 
Entering Unmasked Estep 
Score: -8236128.000000 Penalty: 3851.411621
	Iteration 61Q: 3 clusters Score -8236128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 138801 members 
Entering Unmasked Estep 
Score: -8236141.500000 Penalty: 3851.411621
	Iteration 62Q: 3 clusters Score -8236142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 138815 members 
Entering Unmasked Estep 
Score: -8236143.500000 Penalty: 3851.411621
	Iteration 63Q: 3 clusters Score -8236144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 138827 members 
Entering Unmasked Estep 
Score: -8236146.500000 Penalty: 3851.411621
	Iteration 64Q: 3 clusters Score -8236146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 138833 members 
Entering Unmasked Estep 
Score: -8236152.000000 Penalty: 3851.411621
	Iteration 65Q: 3 clusters Score -8236152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 138842 members 
Entering Unmasked Estep 
Score: -8236150.000000 Penalty: 3851.411621
	Iteration 66Q: 3 clusters Score -8236150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 138853 members 
Entering Unmasked Estep 
Score: -8236150.500000 Penalty: 3851.411621
	Iteration 67Q: 3 clusters Score -8236150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 138857 members 
Entering Unmasked Estep 
Score: -8236159.000000 Penalty: 3851.411621
	Iteration 68Q: 3 clusters Score -8236159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 138864 members 
Entering Unmasked Estep 
Score: -8236153.000000 Penalty: 3851.411621
	Iteration 69Q: 3 clusters Score -8236153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 138873 members 
Entering Unmasked Estep 
Score: -8236156.500000 Penalty: 3851.411621
	Iteration 70Q: 3 clusters Score -8236156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 138879 members 
Entering Unmasked Estep 
Score: -8236164.000000 Penalty: 3851.411621
	Iteration 71Q: 3 clusters Score -8236164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 138886 members 
Entering Unmasked Estep 
Score: -8236162.000000 Penalty: 3851.411621
	Iteration 72Q: 3 clusters Score -8236162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 138896 members 
Entering Unmasked Estep 
Score: -8236160.500000 Penalty: 3851.411621
	Iteration 73Q: 3 clusters Score -8236160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 138901 members 
Entering Unmasked Estep 
Score: -8236160.000000 Penalty: 3851.411621
	Iteration 74Q: 3 clusters Score -8236160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 138905 members 
Entering Unmasked Estep 
Score: -8236162.500000 Penalty: 3851.411621
	Iteration 75Q: 3 clusters Score -8236162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 138909 members 
Entering Unmasked Estep 
Score: -8236153.500000 Penalty: 3851.411621
	Iteration 76Q: 3 clusters Score -8236154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 138912 members 
Entering Unmasked Estep 
Score: -8236161.000000 Penalty: 3851.411621
	Iteration 77Q: 3 clusters Score -8236161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 138914 members 
Entering Unmasked Estep 
Score: -8236161.500000 Penalty: 3851.411621
	Iteration 78Q: 3 clusters Score -8236162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 138916 members 
Entering Unmasked Estep 
Score: -8236163.500000 Penalty: 3851.411621
	Iteration 79Q: 3 clusters Score -8236164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 138919 members 
Entering Unmasked Estep 
Score: -8236159.500000 Penalty: 3851.411621
	Iteration 80F: 3 clusters Score -8236160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 138920 members 
Entering Unmasked Estep 
Score: -8236161.000000 Penalty: 3851.411621
	Iteration 81Q: 3 clusters Score -8236161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 138922 members 
Entering Unmasked Estep 
Score: -8236166.500000 Penalty: 3851.411621
	Iteration 82Q: 3 clusters Score -8236166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 138923 members 
Entering Unmasked Estep 
Score: -8236171.000000 Penalty: 3851.411621
	Iteration 83Q: 3 clusters Score -8236171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 138926 members 
Entering Unmasked Estep 
Score: -8236160.000000 Penalty: 3851.411621
	Iteration 84Q: 3 clusters Score -8236160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 138928 members 
Entering Unmasked Estep 
Score: -8236163.000000 Penalty: 3851.411621
	Iteration 85Q: 3 clusters Score -8236163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 138929 members 
Entering Unmasked Estep 
Score: -8236159.000000 Penalty: 3851.411621
	Iteration 86Q: 3 clusters Score -8236159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 138929 members 
Entering Unmasked Estep 
Score: -8236159.000000 Penalty: 3851.411621
	Iteration 87F: 3 clusters Score -8236159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Entering Unmasked Estep 
Score: -2255015.250000 Penalty: 1734.474243
	Iteration 0F: 2 clusters Score -2255015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2226009.250000 Penalty: 3468.948486
	Iteration 0F: 3 clusters Score -2226009 nChanged 20218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -2237540.000000 Penalty: 3468.948486
	Iteration 1F: 3 clusters Score -2237540 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -2238607.250000 Penalty: 3468.948486
	Iteration 2F: 3 clusters Score -2238607 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -2240079.250000 Penalty: 3468.948486
	Iteration 3F: 3 clusters Score -2240079 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -2241983.500000 Penalty: 3468.948486
	Iteration 4F: 3 clusters Score -2241984 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -2244435.250000 Penalty: 3468.948486
	Iteration 5F: 3 clusters Score -2244435 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -2247169.750000 Penalty: 3468.948486
	Iteration 6F: 3 clusters Score -2247170 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -2249360.750000 Penalty: 3468.948486
	Iteration 7F: 3 clusters Score -2249361 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -2250807.000000 Penalty: 3468.948486
	Iteration 8Q: 3 clusters Score -2250807 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -2251819.250000 Penalty: 3468.948486
	Iteration 9Q: 3 clusters Score -2251819 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -2252483.000000 Penalty: 3468.948486
	Iteration 10Q: 3 clusters Score -2252483 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -2252896.500000 Penalty: 3468.948486
	Iteration 11Q: 3 clusters Score -2252896 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -2253179.750000 Penalty: 3468.948486
	Iteration 12Q: 3 clusters Score -2253180 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -2253372.750000 Penalty: 3468.948486
	Iteration 13Q: 3 clusters Score -2253373 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -2253536.500000 Penalty: 3468.948486
	Iteration 14Q: 3 clusters Score -2253536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -2253653.250000 Penalty: 3468.948486
	Iteration 15Q: 3 clusters Score -2253653 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -2253743.250000 Penalty: 3468.948486
	Iteration 16Q: 3 clusters Score -2253743 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -2253804.250000 Penalty: 3468.948486
	Iteration 17Q: 3 clusters Score -2253804 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -2253858.750000 Penalty: 3468.948486
	Iteration 18Q: 3 clusters Score -2253859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -2253905.250000 Penalty: 3468.948486
	Iteration 19Q: 3 clusters Score -2253905 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -2253947.750000 Penalty: 3468.948486
	Iteration 20F: 3 clusters Score -2253948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -2253976.750000 Penalty: 3468.948486
	Iteration 21Q: 3 clusters Score -2253977 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -2254002.750000 Penalty: 3468.948486
	Iteration 22Q: 3 clusters Score -2254003 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -2254022.500000 Penalty: 3468.948486
	Iteration 23Q: 3 clusters Score -2254022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -2254044.000000 Penalty: 3468.948486
	Iteration 24Q: 3 clusters Score -2254044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -2254059.750000 Penalty: 3468.948486
	Iteration 25Q: 3 clusters Score -2254060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -2254078.500000 Penalty: 3468.948486
	Iteration 26Q: 3 clusters Score -2254078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -2254087.750000 Penalty: 3468.948486
	Iteration 27Q: 3 clusters Score -2254088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -2254105.750000 Penalty: 3468.948486
	Iteration 28Q: 3 clusters Score -2254106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -2254123.750000 Penalty: 3468.948486
	Iteration 29Q: 3 clusters Score -2254124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -2254136.500000 Penalty: 3468.948486
	Iteration 30Q: 3 clusters Score -2254136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -2254147.500000 Penalty: 3468.948486
	Iteration 31Q: 3 clusters Score -2254148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -2254155.250000 Penalty: 3468.948486
	Iteration 32Q: 3 clusters Score -2254155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -2254170.250000 Penalty: 3468.948486
	Iteration 33Q: 3 clusters Score -2254170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -2254178.500000 Penalty: 3468.948486
	Iteration 34Q: 3 clusters Score -2254178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -2254183.250000 Penalty: 3468.948486
	Iteration 35Q: 3 clusters Score -2254183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -2254191.250000 Penalty: 3468.948486
	Iteration 36Q: 3 clusters Score -2254191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -2254187.750000 Penalty: 3468.948486
	Iteration 37Q: 3 clusters Score -2254188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -2254193.500000 Penalty: 3468.948486
	Iteration 38Q: 3 clusters Score -2254194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -2254211.500000 Penalty: 3468.948486
	Iteration 39Q: 3 clusters Score -2254212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -2254217.750000 Penalty: 3468.948486
	Iteration 40F: 3 clusters Score -2254218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -2254227.750000 Penalty: 3468.948486
	Iteration 41Q: 3 clusters Score -2254228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -2254234.500000 Penalty: 3468.948486
	Iteration 42Q: 3 clusters Score -2254234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -2254243.250000 Penalty: 3468.948486
	Iteration 43Q: 3 clusters Score -2254243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -2254249.750000 Penalty: 3468.948486
	Iteration 44Q: 3 clusters Score -2254250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -2254253.500000 Penalty: 3468.948486
	Iteration 45Q: 3 clusters Score -2254254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -2254261.750000 Penalty: 3468.948486
	Iteration 46Q: 3 clusters Score -2254262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -2254264.000000 Penalty: 3468.948486
	Iteration 47Q: 3 clusters Score -2254264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -2254268.750000 Penalty: 3468.948486
	Iteration 48Q: 3 clusters Score -2254269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -2254275.500000 Penalty: 3468.948486
	Iteration 49Q: 3 clusters Score -2254276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -2254278.500000 Penalty: 3468.948486
	Iteration 50Q: 3 clusters Score -2254278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -2254287.250000 Penalty: 3468.948486
	Iteration 51Q: 3 clusters Score -2254287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -2254289.750000 Penalty: 3468.948486
	Iteration 52Q: 3 clusters Score -2254290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -2254295.250000 Penalty: 3468.948486
	Iteration 53Q: 3 clusters Score -2254295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -2254297.250000 Penalty: 3468.948486
	Iteration 54Q: 3 clusters Score -2254297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -2254298.500000 Penalty: 3468.948486
	Iteration 55Q: 3 clusters Score -2254298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -2254298.500000 Penalty: 3468.948486
	Iteration 56Q: 3 clusters Score -2254298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -2254300.750000 Penalty: 3468.948486
	Iteration 57Q: 3 clusters Score -2254301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -2254303.250000 Penalty: 3468.948486
	Iteration 58Q: 3 clusters Score -2254303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -2254300.000000 Penalty: 3468.948486
	Iteration 59Q: 3 clusters Score -2254300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -2254304.250000 Penalty: 3468.948486
	Iteration 60F: 3 clusters Score -2254304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -2254307.000000 Penalty: 3468.948486
	Iteration 61Q: 3 clusters Score -2254307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -2254310.000000 Penalty: 3468.948486
	Iteration 62Q: 3 clusters Score -2254310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -2254307.500000 Penalty: 3468.948486
	Iteration 63Q: 3 clusters Score -2254308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -2254310.250000 Penalty: 3468.948486
	Iteration 64Q: 3 clusters Score -2254310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -2254309.750000 Penalty: 3468.948486
	Iteration 65Q: 3 clusters Score -2254310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -2254309.250000 Penalty: 3468.948486
	Iteration 66Q: 3 clusters Score -2254309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -2254310.250000 Penalty: 3468.948486
	Iteration 67Q: 3 clusters Score -2254310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -2254310.500000 Penalty: 3468.948486
	Iteration 68Q: 3 clusters Score -2254310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -2254311.500000 Penalty: 3468.948486
	Iteration 69Q: 3 clusters Score -2254312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -2254310.750000 Penalty: 3468.948486
	Iteration 70Q: 3 clusters Score -2254311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -2254308.750000 Penalty: 3468.948486
	Iteration 71Q: 3 clusters Score -2254309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -2254309.750000 Penalty: 3468.948486
	Iteration 72Q: 3 clusters Score -2254310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -2254307.750000 Penalty: 3468.948486
	Iteration 73Q: 3 clusters Score -2254308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -2254307.750000 Penalty: 3468.948486
	Iteration 74F: 3 clusters Score -2254308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Entering Unmasked Estep 
Score: -382950.406250 Penalty: 1437.976074
	Iteration 0F: 2 clusters Score -382950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -377672.875000 Penalty: 2875.952148
	Iteration 0F: 3 clusters Score -377672.9 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -379216.875000 Penalty: 2875.952148
	Iteration 1F: 3 clusters Score -379216.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -379450.218750 Penalty: 2875.952148
	Iteration 2F: 3 clusters Score -379450.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -379636.562500 Penalty: 2875.952148
	Iteration 3F: 3 clusters Score -379636.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -379823.281250 Penalty: 2875.952148
	Iteration 4F: 3 clusters Score -379823.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -379994.156250 Penalty: 2875.952148
	Iteration 5Q: 3 clusters Score -379994.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -380177.500000 Penalty: 2875.952148
	Iteration 6Q: 3 clusters Score -380177.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -380376.593750 Penalty: 2875.952148
	Iteration 7Q: 3 clusters Score -380376.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -380560.656250 Penalty: 2875.952148
	Iteration 8Q: 3 clusters Score -380560.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -380746.156250 Penalty: 2875.952148
	Iteration 9Q: 3 clusters Score -380746.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -380907.125000 Penalty: 2875.952148
	Iteration 10Q: 3 clusters Score -380907.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -381042.593750 Penalty: 2875.952148
	Iteration 11Q: 3 clusters Score -381042.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -381138.562500 Penalty: 2875.952148
	Iteration 12Q: 3 clusters Score -381138.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -381224.375000 Penalty: 2875.952148
	Iteration 13Q: 3 clusters Score -381224.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -381295.687500 Penalty: 2875.952148
	Iteration 14Q: 3 clusters Score -381295.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -381365.812500 Penalty: 2875.952148
	Iteration 15Q: 3 clusters Score -381365.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -381423.687500 Penalty: 2875.952148
	Iteration 16Q: 3 clusters Score -381423.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -381468.468750 Penalty: 2875.952148
	Iteration 17Q: 3 clusters Score -381468.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -381509.125000 Penalty: 2875.952148
	Iteration 18Q: 3 clusters Score -381509.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -381552.000000 Penalty: 2875.952148
	Iteration 19Q: 3 clusters Score -381552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -381584.781250 Penalty: 2875.952148
	Iteration 20F: 3 clusters Score -381584.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -381607.562500 Penalty: 2875.952148
	Iteration 21Q: 3 clusters Score -381607.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -381626.250000 Penalty: 2875.952148
	Iteration 22Q: 3 clusters Score -381626.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -381642.343750 Penalty: 2875.952148
	Iteration 23Q: 3 clusters Score -381642.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -381657.250000 Penalty: 2875.952148
	Iteration 24Q: 3 clusters Score -381657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -381666.718750 Penalty: 2875.952148
	Iteration 25Q: 3 clusters Score -381666.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -381670.312500 Penalty: 2875.952148
	Iteration 26Q: 3 clusters Score -381670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -381672.250000 Penalty: 2875.952148
	Iteration 27Q: 3 clusters Score -381672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -381677.093750 Penalty: 2875.952148
	Iteration 28Q: 3 clusters Score -381677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -381681.500000 Penalty: 2875.952148
	Iteration 29Q: 3 clusters Score -381681.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -381686.250000 Penalty: 2875.952148
	Iteration 30Q: 3 clusters Score -381686.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -381692.125000 Penalty: 2875.952148
	Iteration 31Q: 3 clusters Score -381692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -381694.843750 Penalty: 2875.952148
	Iteration 32Q: 3 clusters Score -381694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -381696.718750 Penalty: 2875.952148
	Iteration 33Q: 3 clusters Score -381696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -381699.093750 Penalty: 2875.952148
	Iteration 34Q: 3 clusters Score -381699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -381699.906250 Penalty: 2875.952148
	Iteration 35Q: 3 clusters Score -381699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -381702.250000 Penalty: 2875.952148
	Iteration 36Q: 3 clusters Score -381702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -381704.656250 Penalty: 2875.952148
	Iteration 37Q: 3 clusters Score -381704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -381705.937500 Penalty: 2875.952148
	Iteration 38Q: 3 clusters Score -381705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -381706.156250 Penalty: 2875.952148
	Iteration 39Q: 3 clusters Score -381706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -381707.437500 Penalty: 2875.952148
	Iteration 40F: 3 clusters Score -381707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Entering Unmasked Estep 
Score: -873807.625000 Penalty: 1563.884766
	Iteration 0F: 2 clusters Score -873807.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -863337.062500 Penalty: 3127.769531
	Iteration 0F: 3 clusters Score -863337.1 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -867007.187500 Penalty: 3127.769531
	Iteration 1F: 3 clusters Score -867007.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -867288.562500 Penalty: 3127.769531
	Iteration 2F: 3 clusters Score -867288.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -867532.187500 Penalty: 3127.769531
	Iteration 3Q: 3 clusters Score -867532.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -867776.625000 Penalty: 3127.769531
	Iteration 4Q: 3 clusters Score -867776.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -868048.375000 Penalty: 3127.769531
	Iteration 5Q: 3 clusters Score -868048.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -868365.500000 Penalty: 3127.769531
	Iteration 6Q: 3 clusters Score -868365.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -868808.375000 Penalty: 3127.769531
	Iteration 7F: 3 clusters Score -868808.4 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -869393.750000 Penalty: 3127.769531
	Iteration 8F: 3 clusters Score -869393.8 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -870051.812500 Penalty: 3127.769531
	Iteration 9F: 3 clusters Score -870051.8 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -870731.000000 Penalty: 3127.769531
	Iteration 10F: 3 clusters Score -870731 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -871365.437500 Penalty: 3127.769531
	Iteration 11Q: 3 clusters Score -871365.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -871827.125000 Penalty: 3127.769531
	Iteration 12Q: 3 clusters Score -871827.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -872107.875000 Penalty: 3127.769531
	Iteration 13Q: 3 clusters Score -872107.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -872276.375000 Penalty: 3127.769531
	Iteration 14Q: 3 clusters Score -872276.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -872347.187500 Penalty: 3127.769531
	Iteration 15Q: 3 clusters Score -872347.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -872397.625000 Penalty: 3127.769531
	Iteration 16Q: 3 clusters Score -872397.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -872415.187500 Penalty: 3127.769531
	Iteration 17Q: 3 clusters Score -872415.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -872428.312500 Penalty: 3127.769531
	Iteration 18Q: 3 clusters Score -872428.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -872437.812500 Penalty: 3127.769531
	Iteration 19Q: 3 clusters Score -872437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -872445.625000 Penalty: 3127.769531
	Iteration 20F: 3 clusters Score -872445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -872453.562500 Penalty: 3127.769531
	Iteration 21Q: 3 clusters Score -872453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -872459.375000 Penalty: 3127.769531
	Iteration 22Q: 3 clusters Score -872459.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -872467.875000 Penalty: 3127.769531
	Iteration 23Q: 3 clusters Score -872467.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -872472.250000 Penalty: 3127.769531
	Iteration 24Q: 3 clusters Score -872472.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -872485.750000 Penalty: 3127.769531
	Iteration 25Q: 3 clusters Score -872485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -872496.500000 Penalty: 3127.769531
	Iteration 26Q: 3 clusters Score -872496.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -872500.625000 Penalty: 3127.769531
	Iteration 27Q: 3 clusters Score -872500.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -872508.500000 Penalty: 3127.769531
	Iteration 28Q: 3 clusters Score -872508.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -872512.687500 Penalty: 3127.769531
	Iteration 29Q: 3 clusters Score -872512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -872512.250000 Penalty: 3127.769531
	Iteration 30Q: 3 clusters Score -872512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -872512.625000 Penalty: 3127.769531
	Iteration 31Q: 3 clusters Score -872512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -872512.625000 Penalty: 3127.769531
	Iteration 32F: 3 clusters Score -872512.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Entering Unmasked Estep 
Score: -5223945.000000 Penalty: 1851.977539
	Iteration 0F: 2 clusters Score -5223945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5164491.500000 Penalty: 3703.955078
	Iteration 0F: 3 clusters Score -5164492 nChanged 42305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -5189216.500000 Penalty: 3703.955078
	Iteration 1F: 3 clusters Score -5189216 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -5190590.000000 Penalty: 3703.955078
	Iteration 2Q: 3 clusters Score -5190590 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -5192997.000000 Penalty: 3703.955078
	Iteration 3F: 3 clusters Score -5192997 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -5197002.500000 Penalty: 3703.955078
	Iteration 4F: 3 clusters Score -5197002 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5202315.500000 Penalty: 3703.955078
	Iteration 5F: 3 clusters Score -5202316 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5207963.500000 Penalty: 3703.955078
	Iteration 6F: 3 clusters Score -5207964 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -5213090.500000 Penalty: 3703.955078
	Iteration 7F: 3 clusters Score -5213090 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83204 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -5217196.000000 Penalty: 3703.955078
	Iteration 8Q: 3 clusters Score -5217196 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5219870.500000 Penalty: 3703.955078
	Iteration 9Q: 3 clusters Score -5219870 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5221245.500000 Penalty: 3703.955078
	Iteration 10Q: 3 clusters Score -5221246 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5221847.000000 Penalty: 3703.955078
	Iteration 11Q: 3 clusters Score -5221847 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5222086.000000 Penalty: 3703.955078
	Iteration 12Q: 3 clusters Score -5222086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5222171.000000 Penalty: 3703.955078
	Iteration 13Q: 3 clusters Score -5222171 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5222234.000000 Penalty: 3703.955078
	Iteration 14Q: 3 clusters Score -5222234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5222273.000000 Penalty: 3703.955078
	Iteration 15Q: 3 clusters Score -5222273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5222293.500000 Penalty: 3703.955078
	Iteration 16Q: 3 clusters Score -5222294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5222297.000000 Penalty: 3703.955078
	Iteration 17Q: 3 clusters Score -5222297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5222312.500000 Penalty: 3703.955078
	Iteration 18Q: 3 clusters Score -5222312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5222316.000000 Penalty: 3703.955078
	Iteration 19Q: 3 clusters Score -5222316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5222313.500000 Penalty: 3703.955078
	Iteration 20F: 3 clusters Score -5222314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5222319.000000 Penalty: 3703.955078
	Iteration 21Q: 3 clusters Score -5222319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5222323.000000 Penalty: 3703.955078
	Iteration 22Q: 3 clusters Score -5222323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5222324.500000 Penalty: 3703.955078
	Iteration 23Q: 3 clusters Score -5222324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5222326.000000 Penalty: 3703.955078
	Iteration 24Q: 3 clusters Score -5222326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5222331.500000 Penalty: 3703.955078
	Iteration 25Q: 3 clusters Score -5222332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5222332.500000 Penalty: 3703.955078
	Iteration 26Q: 3 clusters Score -5222332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5222337.500000 Penalty: 3703.955078
	Iteration 27Q: 3 clusters Score -5222338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5222330.000000 Penalty: 3703.955078
	Iteration 28Q: 3 clusters Score -5222330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5222330.000000 Penalty: 3703.955078
	Iteration 29F: 3 clusters Score -5222330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -113290.453125 Penalty: 1244.231689
	Iteration 0F: 2 clusters Score -113290.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -111154.570312 Penalty: 2488.463379
	Iteration 0F: 3 clusters Score -111154.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -111621.687500 Penalty: 2488.463379
	Iteration 1F: 3 clusters Score -111621.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -111735.179688 Penalty: 2488.463379
	Iteration 2F: 3 clusters Score -111735.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -111809.625000 Penalty: 2488.463379
	Iteration 3Q: 3 clusters Score -111809.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -111880.531250 Penalty: 2488.463379
	Iteration 4Q: 3 clusters Score -111880.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -111935.007812 Penalty: 2488.463379
	Iteration 5Q: 3 clusters Score -111935 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -111982.234375 Penalty: 2488.463379
	Iteration 6Q: 3 clusters Score -111982.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -112016.554688 Penalty: 2488.463379
	Iteration 7Q: 3 clusters Score -112016.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -112050.265625 Penalty: 2488.463379
	Iteration 8Q: 3 clusters Score -112050.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -112082.523438 Penalty: 2488.463379
	Iteration 9Q: 3 clusters Score -112082.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -112118.945312 Penalty: 2488.463379
	Iteration 10Q: 3 clusters Score -112118.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -112145.023438 Penalty: 2488.463379
	Iteration 11Q: 3 clusters Score -112145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -112171.992188 Penalty: 2488.463379
	Iteration 12Q: 3 clusters Score -112172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -112188.000000 Penalty: 2488.463379
	Iteration 13Q: 3 clusters Score -112188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -112203.976562 Penalty: 2488.463379
	Iteration 14Q: 3 clusters Score -112204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -112218.781250 Penalty: 2488.463379
	Iteration 15Q: 3 clusters Score -112218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -112228.757812 Penalty: 2488.463379
	Iteration 16Q: 3 clusters Score -112228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -112235.195312 Penalty: 2488.463379
	Iteration 17Q: 3 clusters Score -112235.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -112244.117188 Penalty: 2488.463379
	Iteration 18Q: 3 clusters Score -112244.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -112250.726562 Penalty: 2488.463379
	Iteration 19Q: 3 clusters Score -112250.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -112255.664062 Penalty: 2488.463379
	Iteration 20F: 3 clusters Score -112255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -112260.671875 Penalty: 2488.463379
	Iteration 21Q: 3 clusters Score -112260.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -112267.195312 Penalty: 2488.463379
	Iteration 22Q: 3 clusters Score -112267.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -112272.382812 Penalty: 2488.463379
	Iteration 23Q: 3 clusters Score -112272.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -112276.570312 Penalty: 2488.463379
	Iteration 24Q: 3 clusters Score -112276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -112280.156250 Penalty: 2488.463379
	Iteration 25Q: 3 clusters Score -112280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -112286.101562 Penalty: 2488.463379
	Iteration 26Q: 3 clusters Score -112286.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -112289.492188 Penalty: 2488.463379
	Iteration 27Q: 3 clusters Score -112289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -112290.335938 Penalty: 2488.463379
	Iteration 28Q: 3 clusters Score -112290.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -112292.132812 Penalty: 2488.463379
	Iteration 29Q: 3 clusters Score -112292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -112292.742188 Penalty: 2488.463379
	Iteration 30Q: 3 clusters Score -112292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -112292.742188 Penalty: 2488.463379
	Iteration 31F: 3 clusters Score -112292.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -253898.359375 Penalty: 1364.044678
	Iteration 0F: 2 clusters Score -253898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -250241.968750 Penalty: 2728.089355
	Iteration 0F: 3 clusters Score -250242 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -251184.000000 Penalty: 2728.089355
	Iteration 1F: 3 clusters Score -251184 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -251366.750000 Penalty: 2728.089355
	Iteration 2F: 3 clusters Score -251366.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -251545.296875 Penalty: 2728.089355
	Iteration 3F: 3 clusters Score -251545.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -251789.125000 Penalty: 2728.089355
	Iteration 4F: 3 clusters Score -251789.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -252190.015625 Penalty: 2728.089355
	Iteration 5F: 3 clusters Score -252190 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -252713.171875 Penalty: 2728.089355
	Iteration 6F: 3 clusters Score -252713.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -253198.625000 Penalty: 2728.089355
	Iteration 7F: 3 clusters Score -253198.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -253568.843750 Penalty: 2728.089355
	Iteration 8F: 3 clusters Score -253568.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -253763.312500 Penalty: 2728.089355
	Iteration 9Q: 3 clusters Score -253763.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -253900.156250 Penalty: 2728.089355
	Iteration 10Q: 3 clusters Score -253900.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -254017.000000 Penalty: 2728.089355
	Iteration 11Q: 3 clusters Score -254017 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -254093.062500 Penalty: 2728.089355
	Iteration 12Q: 3 clusters Score -254093.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -254156.312500 Penalty: 2728.089355
	Iteration 13Q: 3 clusters Score -254156.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -254188.703125 Penalty: 2728.089355
	Iteration 14Q: 3 clusters Score -254188.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -254207.765625 Penalty: 2728.089355
	Iteration 15Q: 3 clusters Score -254207.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -254217.312500 Penalty: 2728.089355
	Iteration 16Q: 3 clusters Score -254217.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -254220.000000 Penalty: 2728.089355
	Iteration 17Q: 3 clusters Score -254220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -254223.140625 Penalty: 2728.089355
	Iteration 18Q: 3 clusters Score -254223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -254226.812500 Penalty: 2728.089355
	Iteration 19Q: 3 clusters Score -254226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -254229.609375 Penalty: 2728.089355
	Iteration 20F: 3 clusters Score -254229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -254231.703125 Penalty: 2728.089355
	Iteration 21Q: 3 clusters Score -254231.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -254233.578125 Penalty: 2728.089355
	Iteration 22Q: 3 clusters Score -254233.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -254236.140625 Penalty: 2728.089355
	Iteration 23Q: 3 clusters Score -254236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -254237.546875 Penalty: 2728.089355
	Iteration 24Q: 3 clusters Score -254237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -254237.843750 Penalty: 2728.089355
	Iteration 25Q: 3 clusters Score -254237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -254238.234375 Penalty: 2728.089355
	Iteration 26Q: 3 clusters Score -254238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -254239.015625 Penalty: 2728.089355
	Iteration 27Q: 3 clusters Score -254239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -254239.359375 Penalty: 2728.089355
	Iteration 28Q: 3 clusters Score -254239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -254239.359375 Penalty: 2728.089355
	Iteration 29F: 3 clusters Score -254239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105583 members 
Mstep: Class 4 contains 8556 members 
Mstep: Class 5 contains 14369 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140154 members 
Mstep: Class 12 contains 43204 members 
Mstep: Class 13 contains 6968 members 
Mstep: Class 14 contains 15122 members 
Mstep: Class 15 contains 89035 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 20 contains 36456 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 10759 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 18516 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9501 members 
Mstep: Class 30 contains 3158 members 
Entering Unmasked Estep 
Score: -34146480.000000 Penalty: 65047.898438
Splitting cluster 17 changes total score from -34146896.000000 to -34146480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Entering Unmasked Estep 
Score: -616922.937500 Penalty: 1512.182983
	Iteration 0F: 2 clusters Score -616922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -609173.437500 Penalty: 3024.365967
	Iteration 0F: 3 clusters Score -609173.4 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -611790.687500 Penalty: 3024.365967
	Iteration 1F: 3 clusters Score -611790.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -612088.000000 Penalty: 3024.365967
	Iteration 2F: 3 clusters Score -612088 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -612319.875000 Penalty: 3024.365967
	Iteration 3Q: 3 clusters Score -612319.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -612528.062500 Penalty: 3024.365967
	Iteration 4Q: 3 clusters Score -612528.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -612741.437500 Penalty: 3024.365967
	Iteration 5Q: 3 clusters Score -612741.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -612988.125000 Penalty: 3024.365967
	Iteration 6Q: 3 clusters Score -612988.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -613264.062500 Penalty: 3024.365967
	Iteration 7Q: 3 clusters Score -613264.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -613553.562500 Penalty: 3024.365967
	Iteration 8Q: 3 clusters Score -613553.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -613826.812500 Penalty: 3024.365967
	Iteration 9Q: 3 clusters Score -613826.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -614046.562500 Penalty: 3024.365967
	Iteration 10Q: 3 clusters Score -614046.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -614231.062500 Penalty: 3024.365967
	Iteration 11Q: 3 clusters Score -614231.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -614358.000000 Penalty: 3024.365967
	Iteration 12Q: 3 clusters Score -614358 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -614441.562500 Penalty: 3024.365967
	Iteration 13Q: 3 clusters Score -614441.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -614494.875000 Penalty: 3024.365967
	Iteration 14Q: 3 clusters Score -614494.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -614549.187500 Penalty: 3024.365967
	Iteration 15Q: 3 clusters Score -614549.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -614600.375000 Penalty: 3024.365967
	Iteration 16Q: 3 clusters Score -614600.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -614637.687500 Penalty: 3024.365967
	Iteration 17Q: 3 clusters Score -614637.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -614665.812500 Penalty: 3024.365967
	Iteration 18Q: 3 clusters Score -614665.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -614700.625000 Penalty: 3024.365967
	Iteration 19Q: 3 clusters Score -614700.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -614724.500000 Penalty: 3024.365967
	Iteration 20F: 3 clusters Score -614724.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -614748.500000 Penalty: 3024.365967
	Iteration 21Q: 3 clusters Score -614748.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -614778.250000 Penalty: 3024.365967
	Iteration 22Q: 3 clusters Score -614778.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -614801.250000 Penalty: 3024.365967
	Iteration 23Q: 3 clusters Score -614801.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -614826.375000 Penalty: 3024.365967
	Iteration 24Q: 3 clusters Score -614826.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -614840.812500 Penalty: 3024.365967
	Iteration 25Q: 3 clusters Score -614840.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -614857.437500 Penalty: 3024.365967
	Iteration 26Q: 3 clusters Score -614857.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -614870.812500 Penalty: 3024.365967
	Iteration 27Q: 3 clusters Score -614870.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -614886.187500 Penalty: 3024.365967
	Iteration 28Q: 3 clusters Score -614886.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -614900.125000 Penalty: 3024.365967
	Iteration 29Q: 3 clusters Score -614900.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -614914.312500 Penalty: 3024.365967
	Iteration 30Q: 3 clusters Score -614914.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -614929.125000 Penalty: 3024.365967
	Iteration 31Q: 3 clusters Score -614929.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -614940.812500 Penalty: 3024.365967
	Iteration 32Q: 3 clusters Score -614940.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -614956.125000 Penalty: 3024.365967
	Iteration 33Q: 3 clusters Score -614956.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -614967.000000 Penalty: 3024.365967
	Iteration 34Q: 3 clusters Score -614967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -614980.375000 Penalty: 3024.365967
	Iteration 35Q: 3 clusters Score -614980.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -614991.375000 Penalty: 3024.365967
	Iteration 36Q: 3 clusters Score -614991.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -615006.875000 Penalty: 3024.365967
	Iteration 37Q: 3 clusters Score -615006.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -615024.750000 Penalty: 3024.365967
	Iteration 38Q: 3 clusters Score -615024.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -615045.562500 Penalty: 3024.365967
	Iteration 39Q: 3 clusters Score -615045.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -615067.250000 Penalty: 3024.365967
	Iteration 40F: 3 clusters Score -615067.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -615089.437500 Penalty: 3024.365967
	Iteration 41Q: 3 clusters Score -615089.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -615114.937500 Penalty: 3024.365967
	Iteration 42Q: 3 clusters Score -615114.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -615144.437500 Penalty: 3024.365967
	Iteration 43Q: 3 clusters Score -615144.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -615169.375000 Penalty: 3024.365967
	Iteration 44Q: 3 clusters Score -615169.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -615194.687500 Penalty: 3024.365967
	Iteration 45Q: 3 clusters Score -615194.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -615217.000000 Penalty: 3024.365967
	Iteration 46Q: 3 clusters Score -615217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -615242.687500 Penalty: 3024.365967
	Iteration 47Q: 3 clusters Score -615242.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -615262.875000 Penalty: 3024.365967
	Iteration 48Q: 3 clusters Score -615262.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -615282.875000 Penalty: 3024.365967
	Iteration 49Q: 3 clusters Score -615282.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -615300.250000 Penalty: 3024.365967
	Iteration 50Q: 3 clusters Score -615300.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -615322.625000 Penalty: 3024.365967
	Iteration 51Q: 3 clusters Score -615322.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -615342.500000 Penalty: 3024.365967
	Iteration 52Q: 3 clusters Score -615342.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -615366.625000 Penalty: 3024.365967
	Iteration 53Q: 3 clusters Score -615366.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -615392.125000 Penalty: 3024.365967
	Iteration 54Q: 3 clusters Score -615392.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -615412.250000 Penalty: 3024.365967
	Iteration 55Q: 3 clusters Score -615412.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -615433.062500 Penalty: 3024.365967
	Iteration 56Q: 3 clusters Score -615433.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -615449.187500 Penalty: 3024.365967
	Iteration 57Q: 3 clusters Score -615449.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -615467.187500 Penalty: 3024.365967
	Iteration 58Q: 3 clusters Score -615467.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -615479.062500 Penalty: 3024.365967
	Iteration 59Q: 3 clusters Score -615479.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -615486.312500 Penalty: 3024.365967
	Iteration 60F: 3 clusters Score -615486.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -615496.125000 Penalty: 3024.365967
	Iteration 61Q: 3 clusters Score -615496.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -615505.875000 Penalty: 3024.365967
	Iteration 62Q: 3 clusters Score -615505.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -615515.625000 Penalty: 3024.365967
	Iteration 63Q: 3 clusters Score -615515.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -615521.625000 Penalty: 3024.365967
	Iteration 64Q: 3 clusters Score -615521.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -615524.000000 Penalty: 3024.365967
	Iteration 65Q: 3 clusters Score -615524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -615529.000000 Penalty: 3024.365967
	Iteration 66Q: 3 clusters Score -615529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -615534.000000 Penalty: 3024.365967
	Iteration 67Q: 3 clusters Score -615534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -615538.625000 Penalty: 3024.365967
	Iteration 68Q: 3 clusters Score -615538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -615542.375000 Penalty: 3024.365967
	Iteration 69Q: 3 clusters Score -615542.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -615543.500000 Penalty: 3024.365967
	Iteration 70Q: 3 clusters Score -615543.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -615549.125000 Penalty: 3024.365967
	Iteration 71Q: 3 clusters Score -615549.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -615553.437500 Penalty: 3024.365967
	Iteration 72Q: 3 clusters Score -615553.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -615553.937500 Penalty: 3024.365967
	Iteration 73Q: 3 clusters Score -615553.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -615558.937500 Penalty: 3024.365967
	Iteration 74Q: 3 clusters Score -615558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -615560.875000 Penalty: 3024.365967
	Iteration 75Q: 3 clusters Score -615560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -615561.812500 Penalty: 3024.365967
	Iteration 76Q: 3 clusters Score -615561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -615563.937500 Penalty: 3024.365967
	Iteration 77Q: 3 clusters Score -615563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -615564.000000 Penalty: 3024.365967
	Iteration 78Q: 3 clusters Score -615564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -615564.500000 Penalty: 3024.365967
	Iteration 79Q: 3 clusters Score -615564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -615566.187500 Penalty: 3024.365967
	Iteration 80F: 3 clusters Score -615566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -615567.875000 Penalty: 3024.365967
	Iteration 81Q: 3 clusters Score -615567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -615570.812500 Penalty: 3024.365967
	Iteration 82Q: 3 clusters Score -615570.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -615572.750000 Penalty: 3024.365967
	Iteration 83Q: 3 clusters Score -615572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -615573.125000 Penalty: 3024.365967
	Iteration 84Q: 3 clusters Score -615573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -615574.250000 Penalty: 3024.365967
	Iteration 85Q: 3 clusters Score -615574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -615575.937500 Penalty: 3024.365967
	Iteration 86Q: 3 clusters Score -615575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -615581.187500 Penalty: 3024.365967
	Iteration 87Q: 3 clusters Score -615581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -615586.875000 Penalty: 3024.365967
	Iteration 88Q: 3 clusters Score -615586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -615589.875000 Penalty: 3024.365967
	Iteration 89Q: 3 clusters Score -615589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -615591.687500 Penalty: 3024.365967
	Iteration 90Q: 3 clusters Score -615591.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -615592.375000 Penalty: 3024.365967
	Iteration 91Q: 3 clusters Score -615592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -615593.437500 Penalty: 3024.365967
	Iteration 92Q: 3 clusters Score -615593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -615593.437500 Penalty: 3024.365967
	Iteration 93Q: 3 clusters Score -615593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -615593.250000 Penalty: 3024.365967
	Iteration 94Q: 3 clusters Score -615593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -615595.125000 Penalty: 3024.365967
	Iteration 95Q: 3 clusters Score -615595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -615595.812500 Penalty: 3024.365967
	Iteration 96Q: 3 clusters Score -615595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -615595.812500 Penalty: 3024.365967
	Iteration 97F: 3 clusters Score -615595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -445586.718750 Penalty: 1457.736450
	Iteration 0F: 2 clusters Score -445586.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -439807.125000 Penalty: 2915.472900
	Iteration 0F: 3 clusters Score -439807.1 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -441709.625000 Penalty: 2915.472900
	Iteration 1F: 3 clusters Score -441709.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -442009.156250 Penalty: 2915.472900
	Iteration 2F: 3 clusters Score -442009.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -442206.656250 Penalty: 2915.472900
	Iteration 3F: 3 clusters Score -442206.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -442371.406250 Penalty: 2915.472900
	Iteration 4Q: 3 clusters Score -442371.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -442556.375000 Penalty: 2915.472900
	Iteration 5Q: 3 clusters Score -442556.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -442725.687500 Penalty: 2915.472900
	Iteration 6Q: 3 clusters Score -442725.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -442914.750000 Penalty: 2915.472900
	Iteration 7Q: 3 clusters Score -442914.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -443131.625000 Penalty: 2915.472900
	Iteration 8Q: 3 clusters Score -443131.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -443345.968750 Penalty: 2915.472900
	Iteration 9Q: 3 clusters Score -443346 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -443519.375000 Penalty: 2915.472900
	Iteration 10Q: 3 clusters Score -443519.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -443676.968750 Penalty: 2915.472900
	Iteration 11Q: 3 clusters Score -443677 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -443826.281250 Penalty: 2915.472900
	Iteration 12Q: 3 clusters Score -443826.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -443985.156250 Penalty: 2915.472900
	Iteration 13Q: 3 clusters Score -443985.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -444114.031250 Penalty: 2915.472900
	Iteration 14Q: 3 clusters Score -444114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -444191.500000 Penalty: 2915.472900
	Iteration 15Q: 3 clusters Score -444191.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -444257.031250 Penalty: 2915.472900
	Iteration 16Q: 3 clusters Score -444257 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -444303.656250 Penalty: 2915.472900
	Iteration 17Q: 3 clusters Score -444303.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -444330.281250 Penalty: 2915.472900
	Iteration 18Q: 3 clusters Score -444330.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -444342.812500 Penalty: 2915.472900
	Iteration 19Q: 3 clusters Score -444342.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -444357.531250 Penalty: 2915.472900
	Iteration 20F: 3 clusters Score -444357.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -444372.750000 Penalty: 2915.472900
	Iteration 21Q: 3 clusters Score -444372.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -444382.500000 Penalty: 2915.472900
	Iteration 22Q: 3 clusters Score -444382.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -444388.687500 Penalty: 2915.472900
	Iteration 23Q: 3 clusters Score -444388.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -444394.906250 Penalty: 2915.472900
	Iteration 24Q: 3 clusters Score -444394.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -444401.687500 Penalty: 2915.472900
	Iteration 25Q: 3 clusters Score -444401.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -444408.468750 Penalty: 2915.472900
	Iteration 26Q: 3 clusters Score -444408.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -444413.468750 Penalty: 2915.472900
	Iteration 27Q: 3 clusters Score -444413.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -444415.968750 Penalty: 2915.472900
	Iteration 28Q: 3 clusters Score -444416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -444418.312500 Penalty: 2915.472900
	Iteration 29Q: 3 clusters Score -444418.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -444422.937500 Penalty: 2915.472900
	Iteration 30Q: 3 clusters Score -444422.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -444423.843750 Penalty: 2915.472900
	Iteration 31Q: 3 clusters Score -444423.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -444426.531250 Penalty: 2915.472900
	Iteration 32Q: 3 clusters Score -444426.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -444427.906250 Penalty: 2915.472900
	Iteration 33Q: 3 clusters Score -444427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -444429.812500 Penalty: 2915.472900
	Iteration 34Q: 3 clusters Score -444429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -444429.875000 Penalty: 2915.472900
	Iteration 35Q: 3 clusters Score -444429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -444430.593750 Penalty: 2915.472900
	Iteration 36Q: 3 clusters Score -444430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -444431.906250 Penalty: 2915.472900
	Iteration 37Q: 3 clusters Score -444431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -444431.625000 Penalty: 2915.472900
	Iteration 38Q: 3 clusters Score -444431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -444431.875000 Penalty: 2915.472900
	Iteration 39Q: 3 clusters Score -444431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -444432.593750 Penalty: 2915.472900
	Iteration 40F: 3 clusters Score -444432.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Entering Unmasked Estep 
Score: -2139804.500000 Penalty: 1706.877441
	Iteration 0F: 2 clusters Score -2139804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2115367.750000 Penalty: 3413.754883
	Iteration 0F: 3 clusters Score -2115368 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2124823.750000 Penalty: 3413.754883
	Iteration 1F: 3 clusters Score -2124824 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2125457.750000 Penalty: 3413.754883
	Iteration 2Q: 3 clusters Score -2125458 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2126281.500000 Penalty: 3413.754883
	Iteration 3F: 3 clusters Score -2126282 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2127366.500000 Penalty: 3413.754883
	Iteration 4F: 3 clusters Score -2127366 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2128670.250000 Penalty: 3413.754883
	Iteration 5F: 3 clusters Score -2128670 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -2130204.750000 Penalty: 3413.754883
	Iteration 6F: 3 clusters Score -2130205 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -2131776.750000 Penalty: 3413.754883
	Iteration 7F: 3 clusters Score -2131777 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -2133304.000000 Penalty: 3413.754883
	Iteration 8F: 3 clusters Score -2133304 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -2134724.250000 Penalty: 3413.754883
	Iteration 9Q: 3 clusters Score -2134724 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -2136034.500000 Penalty: 3413.754883
	Iteration 10Q: 3 clusters Score -2136034 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -2136985.500000 Penalty: 3413.754883
	Iteration 11Q: 3 clusters Score -2136986 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -2137562.250000 Penalty: 3413.754883
	Iteration 12Q: 3 clusters Score -2137562 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -2137864.750000 Penalty: 3413.754883
	Iteration 13Q: 3 clusters Score -2137865 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -2138053.000000 Penalty: 3413.754883
	Iteration 14Q: 3 clusters Score -2138053 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -2138160.000000 Penalty: 3413.754883
	Iteration 15Q: 3 clusters Score -2138160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -2138228.000000 Penalty: 3413.754883
	Iteration 16Q: 3 clusters Score -2138228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -2138288.000000 Penalty: 3413.754883
	Iteration 17Q: 3 clusters Score -2138288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -2138326.750000 Penalty: 3413.754883
	Iteration 18Q: 3 clusters Score -2138327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -2138345.250000 Penalty: 3413.754883
	Iteration 19Q: 3 clusters Score -2138345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -2138359.500000 Penalty: 3413.754883
	Iteration 20F: 3 clusters Score -2138360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -2138367.250000 Penalty: 3413.754883
	Iteration 21Q: 3 clusters Score -2138367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -2138378.250000 Penalty: 3413.754883
	Iteration 22Q: 3 clusters Score -2138378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -2138388.750000 Penalty: 3413.754883
	Iteration 23Q: 3 clusters Score -2138389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -2138389.250000 Penalty: 3413.754883
	Iteration 24Q: 3 clusters Score -2138389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -2138392.500000 Penalty: 3413.754883
	Iteration 25Q: 3 clusters Score -2138392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -2138398.500000 Penalty: 3413.754883
	Iteration 26Q: 3 clusters Score -2138398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -2138405.000000 Penalty: 3413.754883
	Iteration 27Q: 3 clusters Score -2138405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -2138407.500000 Penalty: 3413.754883
	Iteration 28Q: 3 clusters Score -2138408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -2138408.250000 Penalty: 3413.754883
	Iteration 29Q: 3 clusters Score -2138408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -2138408.250000 Penalty: 3413.754883
	Iteration 30F: 3 clusters Score -2138408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -213750.796875 Penalty: 1379.060669
	Iteration 0F: 2 clusters Score -213750.8 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 2425 members 
Entering Unmasked Estep 
Score: -209971.859375 Penalty: 2758.121338
	Iteration 0F: 3 clusters Score -209971.9 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -211253.296875 Penalty: 2758.121338
	Iteration 1F: 3 clusters Score -211253.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -211576.781250 Penalty: 2758.121338
	Iteration 2F: 3 clusters Score -211576.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -211760.515625 Penalty: 2758.121338
	Iteration 3F: 3 clusters Score -211760.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -211875.859375 Penalty: 2758.121338
	Iteration 4Q: 3 clusters Score -211875.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -211979.406250 Penalty: 2758.121338
	Iteration 5Q: 3 clusters Score -211979.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -212064.187500 Penalty: 2758.121338
	Iteration 6Q: 3 clusters Score -212064.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -212139.453125 Penalty: 2758.121338
	Iteration 7Q: 3 clusters Score -212139.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -212201.781250 Penalty: 2758.121338
	Iteration 8Q: 3 clusters Score -212201.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -212241.343750 Penalty: 2758.121338
	Iteration 9Q: 3 clusters Score -212241.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -212270.984375 Penalty: 2758.121338
	Iteration 10Q: 3 clusters Score -212271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -212296.359375 Penalty: 2758.121338
	Iteration 11Q: 3 clusters Score -212296.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -212317.781250 Penalty: 2758.121338
	Iteration 12Q: 3 clusters Score -212317.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -212336.125000 Penalty: 2758.121338
	Iteration 13Q: 3 clusters Score -212336.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -212353.250000 Penalty: 2758.121338
	Iteration 14Q: 3 clusters Score -212353.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -212369.046875 Penalty: 2758.121338
	Iteration 15Q: 3 clusters Score -212369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -212385.625000 Penalty: 2758.121338
	Iteration 16Q: 3 clusters Score -212385.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -212404.843750 Penalty: 2758.121338
	Iteration 17Q: 3 clusters Score -212404.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -212419.078125 Penalty: 2758.121338
	Iteration 18Q: 3 clusters Score -212419.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -212432.156250 Penalty: 2758.121338
	Iteration 19Q: 3 clusters Score -212432.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -212447.937500 Penalty: 2758.121338
	Iteration 20F: 3 clusters Score -212447.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -212463.828125 Penalty: 2758.121338
	Iteration 21Q: 3 clusters Score -212463.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -212485.437500 Penalty: 2758.121338
	Iteration 22Q: 3 clusters Score -212485.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -212523.671875 Penalty: 2758.121338
	Iteration 23Q: 3 clusters Score -212523.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -212563.593750 Penalty: 2758.121338
	Iteration 24Q: 3 clusters Score -212563.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -212605.796875 Penalty: 2758.121338
	Iteration 25Q: 3 clusters Score -212605.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -212642.750000 Penalty: 2758.121338
	Iteration 26Q: 3 clusters Score -212642.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -212672.890625 Penalty: 2758.121338
	Iteration 27Q: 3 clusters Score -212672.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -212697.406250 Penalty: 2758.121338
	Iteration 28Q: 3 clusters Score -212697.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -212722.015625 Penalty: 2758.121338
	Iteration 29Q: 3 clusters Score -212722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -212746.093750 Penalty: 2758.121338
	Iteration 30Q: 3 clusters Score -212746.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -212768.593750 Penalty: 2758.121338
	Iteration 31Q: 3 clusters Score -212768.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -212793.656250 Penalty: 2758.121338
	Iteration 32Q: 3 clusters Score -212793.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -212822.406250 Penalty: 2758.121338
	Iteration 33Q: 3 clusters Score -212822.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -212845.421875 Penalty: 2758.121338
	Iteration 34Q: 3 clusters Score -212845.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -212863.984375 Penalty: 2758.121338
	Iteration 35Q: 3 clusters Score -212864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -212882.187500 Penalty: 2758.121338
	Iteration 36Q: 3 clusters Score -212882.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -212892.390625 Penalty: 2758.121338
	Iteration 37Q: 3 clusters Score -212892.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -212899.421875 Penalty: 2758.121338
	Iteration 38Q: 3 clusters Score -212899.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -212904.406250 Penalty: 2758.121338
	Iteration 39Q: 3 clusters Score -212904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -212906.046875 Penalty: 2758.121338
	Iteration 40F: 3 clusters Score -212906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -212906.640625 Penalty: 2758.121338
	Iteration 41Q: 3 clusters Score -212906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -212906.578125 Penalty: 2758.121338
	Iteration 42Q: 3 clusters Score -212906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -212906.578125 Penalty: 2758.121338
	Iteration 43F: 3 clusters Score -212906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Entering Unmasked Estep 
Score: -574378.250000 Penalty: 1508.568359
	Iteration 0F: 2 clusters Score -574378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -566777.375000 Penalty: 3017.136719
	Iteration 0F: 3 clusters Score -566777.4 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -569252.687500 Penalty: 3017.136719
	Iteration 1F: 3 clusters Score -569252.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -569524.312500 Penalty: 3017.136719
	Iteration 2F: 3 clusters Score -569524.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -569781.562500 Penalty: 3017.136719
	Iteration 3F: 3 clusters Score -569781.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -570037.000000 Penalty: 3017.136719
	Iteration 4Q: 3 clusters Score -570037 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -570308.625000 Penalty: 3017.136719
	Iteration 5Q: 3 clusters Score -570308.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -570610.125000 Penalty: 3017.136719
	Iteration 6Q: 3 clusters Score -570610.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -570892.812500 Penalty: 3017.136719
	Iteration 7Q: 3 clusters Score -570892.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -571203.250000 Penalty: 3017.136719
	Iteration 8Q: 3 clusters Score -571203.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -571585.062500 Penalty: 3017.136719
	Iteration 9Q: 3 clusters Score -571585.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -572141.875000 Penalty: 3017.136719
	Iteration 10F: 3 clusters Score -572141.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -572757.937500 Penalty: 3017.136719
	Iteration 11F: 3 clusters Score -572757.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -573118.562500 Penalty: 3017.136719
	Iteration 12Q: 3 clusters Score -573118.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -573303.625000 Penalty: 3017.136719
	Iteration 13Q: 3 clusters Score -573303.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -573406.625000 Penalty: 3017.136719
	Iteration 14Q: 3 clusters Score -573406.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -573479.562500 Penalty: 3017.136719
	Iteration 15Q: 3 clusters Score -573479.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -573531.375000 Penalty: 3017.136719
	Iteration 16Q: 3 clusters Score -573531.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -573593.937500 Penalty: 3017.136719
	Iteration 17Q: 3 clusters Score -573593.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -573659.062500 Penalty: 3017.136719
	Iteration 18Q: 3 clusters Score -573659.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -573713.000000 Penalty: 3017.136719
	Iteration 19Q: 3 clusters Score -573713 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -573755.000000 Penalty: 3017.136719
	Iteration 20F: 3 clusters Score -573755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -573787.812500 Penalty: 3017.136719
	Iteration 21Q: 3 clusters Score -573787.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -573814.062500 Penalty: 3017.136719
	Iteration 22Q: 3 clusters Score -573814.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -573839.812500 Penalty: 3017.136719
	Iteration 23Q: 3 clusters Score -573839.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -573860.687500 Penalty: 3017.136719
	Iteration 24Q: 3 clusters Score -573860.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -573871.687500 Penalty: 3017.136719
	Iteration 25Q: 3 clusters Score -573871.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -573878.812500 Penalty: 3017.136719
	Iteration 26Q: 3 clusters Score -573878.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -573885.000000 Penalty: 3017.136719
	Iteration 27Q: 3 clusters Score -573885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -573889.875000 Penalty: 3017.136719
	Iteration 28Q: 3 clusters Score -573889.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -573896.062500 Penalty: 3017.136719
	Iteration 29Q: 3 clusters Score -573896.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -573899.750000 Penalty: 3017.136719
	Iteration 30Q: 3 clusters Score -573899.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -573903.500000 Penalty: 3017.136719
	Iteration 31Q: 3 clusters Score -573903.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -573905.750000 Penalty: 3017.136719
	Iteration 32Q: 3 clusters Score -573905.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -573907.687500 Penalty: 3017.136719
	Iteration 33Q: 3 clusters Score -573907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -573908.437500 Penalty: 3017.136719
	Iteration 34Q: 3 clusters Score -573908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -573910.250000 Penalty: 3017.136719
	Iteration 35Q: 3 clusters Score -573910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -573911.875000 Penalty: 3017.136719
	Iteration 36Q: 3 clusters Score -573911.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -573912.687500 Penalty: 3017.136719
	Iteration 37Q: 3 clusters Score -573912.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -573913.687500 Penalty: 3017.136719
	Iteration 38Q: 3 clusters Score -573913.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -573915.437500 Penalty: 3017.136719
	Iteration 39Q: 3 clusters Score -573915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -573916.625000 Penalty: 3017.136719
	Iteration 40F: 3 clusters Score -573916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -573916.375000 Penalty: 3017.136719
	Iteration 41Q: 3 clusters Score -573916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -573916.250000 Penalty: 3017.136719
	Iteration 42Q: 3 clusters Score -573916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -573917.125000 Penalty: 3017.136719
	Iteration 43Q: 3 clusters Score -573917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -573917.625000 Penalty: 3017.136719
	Iteration 44Q: 3 clusters Score -573917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -573917.687500 Penalty: 3017.136719
	Iteration 45Q: 3 clusters Score -573917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -573917.687500 Penalty: 3017.136719
	Iteration 46F: 3 clusters Score -573917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -216734.000000 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -216734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -213348.875000 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -213348.9 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -214379.765625 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -214379.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -214790.718750 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -214790.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -215246.765625 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -215246.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -215655.593750 Penalty: 2703.194580
	Iteration 4F: 3 clusters Score -215655.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -215999.078125 Penalty: 2703.194580
	Iteration 5F: 3 clusters Score -215999.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -216234.328125 Penalty: 2703.194580
	Iteration 6F: 3 clusters Score -216234.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -216367.515625 Penalty: 2703.194580
	Iteration 7Q: 3 clusters Score -216367.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -216444.562500 Penalty: 2703.194580
	Iteration 8Q: 3 clusters Score -216444.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -216479.468750 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -216479.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -216502.906250 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -216502.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -216516.171875 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -216516.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -216524.593750 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -216524.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -216535.750000 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -216535.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -216545.875000 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -216545.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -216554.171875 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -216554.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -216560.328125 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -216560.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -216566.562500 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -216566.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -216569.250000 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -216569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -216572.187500 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -216572.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -216576.718750 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -216576.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -216578.765625 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -216578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -216579.640625 Penalty: 2703.194580
	Iteration 22Q: 3 clusters Score -216579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -216580.500000 Penalty: 2703.194580
	Iteration 23Q: 3 clusters Score -216580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -216581.328125 Penalty: 2703.194580
	Iteration 24Q: 3 clusters Score -216581.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -216581.656250 Penalty: 2703.194580
	Iteration 25Q: 3 clusters Score -216581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -216582.562500 Penalty: 2703.194580
	Iteration 26Q: 3 clusters Score -216582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -216582.781250 Penalty: 2703.194580
	Iteration 27Q: 3 clusters Score -216582.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -216582.781250 Penalty: 2703.194580
	Iteration 28F: 3 clusters Score -216582.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Entering Unmasked Estep 
Score: -2387088.750000 Penalty: 1727.264526
	Iteration 0F: 2 clusters Score -2387089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2359518.250000 Penalty: 3454.529053
	Iteration 0F: 3 clusters Score -2359518 nChanged 19185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2370111.500000 Penalty: 3454.529053
	Iteration 1F: 3 clusters Score -2370112 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2370532.000000 Penalty: 3454.529053
	Iteration 2Q: 3 clusters Score -2370532 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2370949.000000 Penalty: 3454.529053
	Iteration 3Q: 3 clusters Score -2370949 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2371383.500000 Penalty: 3454.529053
	Iteration 4Q: 3 clusters Score -2371384 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2371897.000000 Penalty: 3454.529053
	Iteration 5Q: 3 clusters Score -2371897 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2372515.000000 Penalty: 3454.529053
	Iteration 6Q: 3 clusters Score -2372515 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2373329.000000 Penalty: 3454.529053
	Iteration 7Q: 3 clusters Score -2373329 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2374442.000000 Penalty: 3454.529053
	Iteration 8Q: 3 clusters Score -2374442 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2375869.500000 Penalty: 3454.529053
	Iteration 9F: 3 clusters Score -2375870 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2377398.000000 Penalty: 3454.529053
	Iteration 10F: 3 clusters Score -2377398 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2378737.750000 Penalty: 3454.529053
	Iteration 11Q: 3 clusters Score -2378738 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2379733.000000 Penalty: 3454.529053
	Iteration 12Q: 3 clusters Score -2379733 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2380425.250000 Penalty: 3454.529053
	Iteration 13Q: 3 clusters Score -2380425 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2380927.500000 Penalty: 3454.529053
	Iteration 14Q: 3 clusters Score -2380928 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2381358.750000 Penalty: 3454.529053
	Iteration 15Q: 3 clusters Score -2381359 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2381818.750000 Penalty: 3454.529053
	Iteration 16Q: 3 clusters Score -2381819 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2382321.000000 Penalty: 3454.529053
	Iteration 17Q: 3 clusters Score -2382321 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2382771.750000 Penalty: 3454.529053
	Iteration 18Q: 3 clusters Score -2382772 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2383208.000000 Penalty: 3454.529053
	Iteration 19Q: 3 clusters Score -2383208 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2383623.250000 Penalty: 3454.529053
	Iteration 20F: 3 clusters Score -2383623 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2383995.250000 Penalty: 3454.529053
	Iteration 21Q: 3 clusters Score -2383995 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2384321.000000 Penalty: 3454.529053
	Iteration 22Q: 3 clusters Score -2384321 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2384584.250000 Penalty: 3454.529053
	Iteration 23Q: 3 clusters Score -2384584 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2384812.500000 Penalty: 3454.529053
	Iteration 24Q: 3 clusters Score -2384812 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2385020.000000 Penalty: 3454.529053
	Iteration 25Q: 3 clusters Score -2385020 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2385173.000000 Penalty: 3454.529053
	Iteration 26Q: 3 clusters Score -2385173 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2385274.750000 Penalty: 3454.529053
	Iteration 27Q: 3 clusters Score -2385275 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2385362.500000 Penalty: 3454.529053
	Iteration 28Q: 3 clusters Score -2385362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2385428.000000 Penalty: 3454.529053
	Iteration 29Q: 3 clusters Score -2385428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2385486.250000 Penalty: 3454.529053
	Iteration 30Q: 3 clusters Score -2385486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2385531.500000 Penalty: 3454.529053
	Iteration 31Q: 3 clusters Score -2385532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2385582.000000 Penalty: 3454.529053
	Iteration 32Q: 3 clusters Score -2385582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2385618.750000 Penalty: 3454.529053
	Iteration 33Q: 3 clusters Score -2385619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2385645.500000 Penalty: 3454.529053
	Iteration 34Q: 3 clusters Score -2385646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2385667.000000 Penalty: 3454.529053
	Iteration 35Q: 3 clusters Score -2385667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2385679.250000 Penalty: 3454.529053
	Iteration 36Q: 3 clusters Score -2385679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2385690.000000 Penalty: 3454.529053
	Iteration 37Q: 3 clusters Score -2385690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2385701.750000 Penalty: 3454.529053
	Iteration 38Q: 3 clusters Score -2385702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2385705.500000 Penalty: 3454.529053
	Iteration 39Q: 3 clusters Score -2385706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2385705.500000 Penalty: 3454.529053
	Iteration 40F: 3 clusters Score -2385706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2385717.500000 Penalty: 3454.529053
	Iteration 41Q: 3 clusters Score -2385718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2385720.000000 Penalty: 3454.529053
	Iteration 42Q: 3 clusters Score -2385720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2385720.250000 Penalty: 3454.529053
	Iteration 43Q: 3 clusters Score -2385720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2385721.750000 Penalty: 3454.529053
	Iteration 44Q: 3 clusters Score -2385722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2385722.500000 Penalty: 3454.529053
	Iteration 45Q: 3 clusters Score -2385722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2385726.250000 Penalty: 3454.529053
	Iteration 46Q: 3 clusters Score -2385726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2385728.500000 Penalty: 3454.529053
	Iteration 47Q: 3 clusters Score -2385728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2385726.250000 Penalty: 3454.529053
	Iteration 48Q: 3 clusters Score -2385726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2385725.750000 Penalty: 3454.529053
	Iteration 49Q: 3 clusters Score -2385726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2385726.000000 Penalty: 3454.529053
	Iteration 50Q: 3 clusters Score -2385726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2385726.000000 Penalty: 3454.529053
	Iteration 51Q: 3 clusters Score -2385726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2385726.000000 Penalty: 3454.529053
	Iteration 52F: 3 clusters Score -2385726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Entering Unmasked Estep 
Score: -1033130.562500 Penalty: 1596.788452
	Iteration 0F: 2 clusters Score -1033131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1020446.375000 Penalty: 3193.576904
	Iteration 0F: 3 clusters Score -1020446 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1025076.625000 Penalty: 3193.576904
	Iteration 1F: 3 clusters Score -1025077 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1025605.312500 Penalty: 3193.576904
	Iteration 2F: 3 clusters Score -1025605 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1026215.500000 Penalty: 3193.576904
	Iteration 3F: 3 clusters Score -1026216 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1026867.062500 Penalty: 3193.576904
	Iteration 4F: 3 clusters Score -1026867 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1027614.625000 Penalty: 3193.576904
	Iteration 5F: 3 clusters Score -1027615 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1028387.500000 Penalty: 3193.576904
	Iteration 6F: 3 clusters Score -1028388 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1029105.750000 Penalty: 3193.576904
	Iteration 7F: 3 clusters Score -1029106 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1029848.250000 Penalty: 3193.576904
	Iteration 8F: 3 clusters Score -1029848 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1030676.312500 Penalty: 3193.576904
	Iteration 9F: 3 clusters Score -1030676 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1031444.562500 Penalty: 3193.576904
	Iteration 10Q: 3 clusters Score -1031445 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1031960.625000 Penalty: 3193.576904
	Iteration 11Q: 3 clusters Score -1031961 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1032297.500000 Penalty: 3193.576904
	Iteration 12Q: 3 clusters Score -1032298 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1032443.750000 Penalty: 3193.576904
	Iteration 13Q: 3 clusters Score -1032444 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1032525.812500 Penalty: 3193.576904
	Iteration 14Q: 3 clusters Score -1032526 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1032564.250000 Penalty: 3193.576904
	Iteration 15Q: 3 clusters Score -1032564 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1032591.812500 Penalty: 3193.576904
	Iteration 16Q: 3 clusters Score -1032592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1032623.187500 Penalty: 3193.576904
	Iteration 17Q: 3 clusters Score -1032623 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1032649.750000 Penalty: 3193.576904
	Iteration 18Q: 3 clusters Score -1032650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1032672.375000 Penalty: 3193.576904
	Iteration 19Q: 3 clusters Score -1032672 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1032705.125000 Penalty: 3193.576904
	Iteration 20F: 3 clusters Score -1032705 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1032726.062500 Penalty: 3193.576904
	Iteration 21Q: 3 clusters Score -1032726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1032747.187500 Penalty: 3193.576904
	Iteration 22Q: 3 clusters Score -1032747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1032767.812500 Penalty: 3193.576904
	Iteration 23Q: 3 clusters Score -1032768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1032789.875000 Penalty: 3193.576904
	Iteration 24Q: 3 clusters Score -1032790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1032811.562500 Penalty: 3193.576904
	Iteration 25Q: 3 clusters Score -1032812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1032833.937500 Penalty: 3193.576904
	Iteration 26Q: 3 clusters Score -1032834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1032847.875000 Penalty: 3193.576904
	Iteration 27Q: 3 clusters Score -1032848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1032866.187500 Penalty: 3193.576904
	Iteration 28Q: 3 clusters Score -1032866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1032869.562500 Penalty: 3193.576904
	Iteration 29Q: 3 clusters Score -1032870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1032875.312500 Penalty: 3193.576904
	Iteration 30Q: 3 clusters Score -1032875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1032875.750000 Penalty: 3193.576904
	Iteration 31Q: 3 clusters Score -1032876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1032879.750000 Penalty: 3193.576904
	Iteration 32Q: 3 clusters Score -1032880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1032881.625000 Penalty: 3193.576904
	Iteration 33Q: 3 clusters Score -1032882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1032882.250000 Penalty: 3193.576904
	Iteration 34Q: 3 clusters Score -1032882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1032885.750000 Penalty: 3193.576904
	Iteration 35Q: 3 clusters Score -1032886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1032890.000000 Penalty: 3193.576904
	Iteration 36Q: 3 clusters Score -1032890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1032893.500000 Penalty: 3193.576904
	Iteration 37Q: 3 clusters Score -1032894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1032891.312500 Penalty: 3193.576904
	Iteration 38Q: 3 clusters Score -1032891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1032894.062500 Penalty: 3193.576904
	Iteration 39Q: 3 clusters Score -1032894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1032894.437500 Penalty: 3193.576904
	Iteration 40F: 3 clusters Score -1032894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1032893.812500 Penalty: 3193.576904
	Iteration 41Q: 3 clusters Score -1032894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1032895.875000 Penalty: 3193.576904
	Iteration 42Q: 3 clusters Score -1032896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1032896.687500 Penalty: 3193.576904
	Iteration 43Q: 3 clusters Score -1032897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1032897.500000 Penalty: 3193.576904
	Iteration 44Q: 3 clusters Score -1032898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1032896.437500 Penalty: 3193.576904
	Iteration 45Q: 3 clusters Score -1032896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1032897.375000 Penalty: 3193.576904
	Iteration 46Q: 3 clusters Score -1032897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1032899.812500 Penalty: 3193.576904
	Iteration 47Q: 3 clusters Score -1032900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1032898.125000 Penalty: 3193.576904
	Iteration 48Q: 3 clusters Score -1032898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1032897.937500 Penalty: 3193.576904
	Iteration 49Q: 3 clusters Score -1032898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1032898.437500 Penalty: 3193.576904
	Iteration 50Q: 3 clusters Score -1032898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1032900.937500 Penalty: 3193.576904
	Iteration 51Q: 3 clusters Score -1032901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1032901.875000 Penalty: 3193.576904
	Iteration 52Q: 3 clusters Score -1032902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1032902.312500 Penalty: 3193.576904
	Iteration 53Q: 3 clusters Score -1032902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1032902.937500 Penalty: 3193.576904
	Iteration 54Q: 3 clusters Score -1032903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1032903.250000 Penalty: 3193.576904
	Iteration 55Q: 3 clusters Score -1032903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1032903.562500 Penalty: 3193.576904
	Iteration 56Q: 3 clusters Score -1032904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1032902.187500 Penalty: 3193.576904
	Iteration 57Q: 3 clusters Score -1032902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1032902.000000 Penalty: 3193.576904
	Iteration 58Q: 3 clusters Score -1032902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1032904.562500 Penalty: 3193.576904
	Iteration 59Q: 3 clusters Score -1032905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1032904.562500 Penalty: 3193.576904
	Iteration 60F: 3 clusters Score -1032905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -60601.847656 Penalty: 1149.406372
	Iteration 0F: 2 clusters Score -60601.85 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 615 members 
Entering Unmasked Estep 
Score: -59008.773438 Penalty: 2298.812744
	Iteration 0F: 3 clusters Score -59008.77 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -59336.429688 Penalty: 2298.812744
	Iteration 1F: 3 clusters Score -59336.43 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -59431.679688 Penalty: 2298.812744
	Iteration 2F: 3 clusters Score -59431.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -59502.066406 Penalty: 2298.812744
	Iteration 3F: 3 clusters Score -59502.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -59542.910156 Penalty: 2298.812744
	Iteration 4Q: 3 clusters Score -59542.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -59567.449219 Penalty: 2298.812744
	Iteration 5Q: 3 clusters Score -59567.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -59588.796875 Penalty: 2298.812744
	Iteration 6Q: 3 clusters Score -59588.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -59609.574219 Penalty: 2298.812744
	Iteration 7Q: 3 clusters Score -59609.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59635.820312 Penalty: 2298.812744
	Iteration 8Q: 3 clusters Score -59635.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -59672.519531 Penalty: 2298.812744
	Iteration 9Q: 3 clusters Score -59672.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -59707.742188 Penalty: 2298.812744
	Iteration 10Q: 3 clusters Score -59707.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -59738.066406 Penalty: 2298.812744
	Iteration 11Q: 3 clusters Score -59738.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -59769.703125 Penalty: 2298.812744
	Iteration 12Q: 3 clusters Score -59769.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -59791.593750 Penalty: 2298.812744
	Iteration 13Q: 3 clusters Score -59791.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -59813.710938 Penalty: 2298.812744
	Iteration 14Q: 3 clusters Score -59813.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59847.960938 Penalty: 2298.812744
	Iteration 15Q: 3 clusters Score -59847.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59877.839844 Penalty: 2298.812744
	Iteration 16Q: 3 clusters Score -59877.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -59918.070312 Penalty: 2298.812744
	Iteration 17Q: 3 clusters Score -59918.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -59941.195312 Penalty: 2298.812744
	Iteration 18Q: 3 clusters Score -59941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59956.468750 Penalty: 2298.812744
	Iteration 19Q: 3 clusters Score -59956.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -59970.261719 Penalty: 2298.812744
	Iteration 20F: 3 clusters Score -59970.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -59979.527344 Penalty: 2298.812744
	Iteration 21Q: 3 clusters Score -59979.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59988.062500 Penalty: 2298.812744
	Iteration 22Q: 3 clusters Score -59988.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -59994.765625 Penalty: 2298.812744
	Iteration 23Q: 3 clusters Score -59994.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -59999.410156 Penalty: 2298.812744
	Iteration 24Q: 3 clusters Score -59999.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -60001.085938 Penalty: 2298.812744
	Iteration 25Q: 3 clusters Score -60001.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60003.503906 Penalty: 2298.812744
	Iteration 26Q: 3 clusters Score -60003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -60006.011719 Penalty: 2298.812744
	Iteration 27Q: 3 clusters Score -60006.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -60007.250000 Penalty: 2298.812744
	Iteration 28Q: 3 clusters Score -60007.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -60007.742188 Penalty: 2298.812744
	Iteration 29Q: 3 clusters Score -60007.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -60008.406250 Penalty: 2298.812744
	Iteration 30Q: 3 clusters Score -60008.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60009.699219 Penalty: 2298.812744
	Iteration 31Q: 3 clusters Score -60009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60009.699219 Penalty: 2298.812744
	Iteration 32F: 3 clusters Score -60009.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Entering Unmasked Estep 
Score: -351516.093750 Penalty: 1425.725342
	Iteration 0F: 2 clusters Score -351516.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -346635.312500 Penalty: 2851.450684
	Iteration 0F: 3 clusters Score -346635.3 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -348178.531250 Penalty: 2851.450684
	Iteration 1F: 3 clusters Score -348178.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -348440.156250 Penalty: 2851.450684
	Iteration 2F: 3 clusters Score -348440.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -348709.937500 Penalty: 2851.450684
	Iteration 3F: 3 clusters Score -348709.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -349033.031250 Penalty: 2851.450684
	Iteration 4F: 3 clusters Score -349033 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -349337.593750 Penalty: 2851.450684
	Iteration 5F: 3 clusters Score -349337.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -349624.125000 Penalty: 2851.450684
	Iteration 6F: 3 clusters Score -349624.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -349904.406250 Penalty: 2851.450684
	Iteration 7F: 3 clusters Score -349904.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -350110.968750 Penalty: 2851.450684
	Iteration 8Q: 3 clusters Score -350111 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -350278.906250 Penalty: 2851.450684
	Iteration 9Q: 3 clusters Score -350278.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -350416.125000 Penalty: 2851.450684
	Iteration 10Q: 3 clusters Score -350416.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -350510.312500 Penalty: 2851.450684
	Iteration 11Q: 3 clusters Score -350510.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -350557.031250 Penalty: 2851.450684
	Iteration 12Q: 3 clusters Score -350557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -350584.937500 Penalty: 2851.450684
	Iteration 13Q: 3 clusters Score -350584.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -350601.187500 Penalty: 2851.450684
	Iteration 14Q: 3 clusters Score -350601.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -350608.187500 Penalty: 2851.450684
	Iteration 15Q: 3 clusters Score -350608.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -350611.312500 Penalty: 2851.450684
	Iteration 16Q: 3 clusters Score -350611.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -350613.062500 Penalty: 2851.450684
	Iteration 17Q: 3 clusters Score -350613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -350613.593750 Penalty: 2851.450684
	Iteration 18Q: 3 clusters Score -350613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -350615.343750 Penalty: 2851.450684
	Iteration 19Q: 3 clusters Score -350615.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -350614.687500 Penalty: 2851.450684
	Iteration 20F: 3 clusters Score -350614.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -350615.312500 Penalty: 2851.450684
	Iteration 21Q: 3 clusters Score -350615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -350617.187500 Penalty: 2851.450684
	Iteration 22Q: 3 clusters Score -350617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -350618.312500 Penalty: 2851.450684
	Iteration 23Q: 3 clusters Score -350618.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -350619.968750 Penalty: 2851.450684
	Iteration 24Q: 3 clusters Score -350620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -350621.968750 Penalty: 2851.450684
	Iteration 25Q: 3 clusters Score -350622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -350624.468750 Penalty: 2851.450684
	Iteration 26Q: 3 clusters Score -350624.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -350628.218750 Penalty: 2851.450684
	Iteration 27Q: 3 clusters Score -350628.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -350629.625000 Penalty: 2851.450684
	Iteration 28Q: 3 clusters Score -350629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -350632.750000 Penalty: 2851.450684
	Iteration 29Q: 3 clusters Score -350632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -350632.531250 Penalty: 2851.450684
	Iteration 30Q: 3 clusters Score -350632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -350633.250000 Penalty: 2851.450684
	Iteration 31Q: 3 clusters Score -350633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -350635.593750 Penalty: 2851.450684
	Iteration 32Q: 3 clusters Score -350635.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -350635.875000 Penalty: 2851.450684
	Iteration 33Q: 3 clusters Score -350635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -350637.281250 Penalty: 2851.450684
	Iteration 34Q: 3 clusters Score -350637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -350637.562500 Penalty: 2851.450684
	Iteration 35Q: 3 clusters Score -350637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -350637.843750 Penalty: 2851.450684
	Iteration 36Q: 3 clusters Score -350637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -350637.843750 Penalty: 2851.450684
	Iteration 37F: 3 clusters Score -350637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -234940.343750 Penalty: 1349.037720
	Iteration 0F: 2 clusters Score -234940.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -231558.515625 Penalty: 2698.075439
	Iteration 0F: 3 clusters Score -231558.5 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -232507.328125 Penalty: 2698.075439
	Iteration 1F: 3 clusters Score -232507.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -232699.203125 Penalty: 2698.075439
	Iteration 2F: 3 clusters Score -232699.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -232836.937500 Penalty: 2698.075439
	Iteration 3F: 3 clusters Score -232836.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -232970.734375 Penalty: 2698.075439
	Iteration 4Q: 3 clusters Score -232970.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -233137.468750 Penalty: 2698.075439
	Iteration 5Q: 3 clusters Score -233137.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -233289.468750 Penalty: 2698.075439
	Iteration 6Q: 3 clusters Score -233289.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -233427.187500 Penalty: 2698.075439
	Iteration 7Q: 3 clusters Score -233427.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -233537.250000 Penalty: 2698.075439
	Iteration 8Q: 3 clusters Score -233537.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -233621.187500 Penalty: 2698.075439
	Iteration 9Q: 3 clusters Score -233621.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -233693.703125 Penalty: 2698.075439
	Iteration 10Q: 3 clusters Score -233693.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -233764.296875 Penalty: 2698.075439
	Iteration 11Q: 3 clusters Score -233764.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -233819.437500 Penalty: 2698.075439
	Iteration 12Q: 3 clusters Score -233819.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -233863.015625 Penalty: 2698.075439
	Iteration 13Q: 3 clusters Score -233863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -233893.531250 Penalty: 2698.075439
	Iteration 14Q: 3 clusters Score -233893.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -233912.328125 Penalty: 2698.075439
	Iteration 15Q: 3 clusters Score -233912.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -233928.406250 Penalty: 2698.075439
	Iteration 16Q: 3 clusters Score -233928.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -233947.375000 Penalty: 2698.075439
	Iteration 17Q: 3 clusters Score -233947.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -233971.968750 Penalty: 2698.075439
	Iteration 18Q: 3 clusters Score -233972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -233995.125000 Penalty: 2698.075439
	Iteration 19Q: 3 clusters Score -233995.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -234011.109375 Penalty: 2698.075439
	Iteration 20F: 3 clusters Score -234011.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -234028.968750 Penalty: 2698.075439
	Iteration 21Q: 3 clusters Score -234029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -234045.296875 Penalty: 2698.075439
	Iteration 22Q: 3 clusters Score -234045.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -234068.078125 Penalty: 2698.075439
	Iteration 23Q: 3 clusters Score -234068.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -234082.515625 Penalty: 2698.075439
	Iteration 24Q: 3 clusters Score -234082.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -234091.437500 Penalty: 2698.075439
	Iteration 25Q: 3 clusters Score -234091.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -234106.000000 Penalty: 2698.075439
	Iteration 26Q: 3 clusters Score -234106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -234121.015625 Penalty: 2698.075439
	Iteration 27Q: 3 clusters Score -234121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234135.078125 Penalty: 2698.075439
	Iteration 28Q: 3 clusters Score -234135.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -234152.078125 Penalty: 2698.075439
	Iteration 29Q: 3 clusters Score -234152.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -234168.000000 Penalty: 2698.075439
	Iteration 30Q: 3 clusters Score -234168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -234177.421875 Penalty: 2698.075439
	Iteration 31Q: 3 clusters Score -234177.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -234185.921875 Penalty: 2698.075439
	Iteration 32Q: 3 clusters Score -234185.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -234190.953125 Penalty: 2698.075439
	Iteration 33Q: 3 clusters Score -234191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -234194.140625 Penalty: 2698.075439
	Iteration 34Q: 3 clusters Score -234194.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -234196.500000 Penalty: 2698.075439
	Iteration 35Q: 3 clusters Score -234196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -234198.187500 Penalty: 2698.075439
	Iteration 36Q: 3 clusters Score -234198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -234198.343750 Penalty: 2698.075439
	Iteration 37Q: 3 clusters Score -234198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -234199.640625 Penalty: 2698.075439
	Iteration 38Q: 3 clusters Score -234199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -234200.234375 Penalty: 2698.075439
	Iteration 39Q: 3 clusters Score -234200.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -234200.234375 Penalty: 2698.075439
	Iteration 40F: 3 clusters Score -234200.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Entering Unmasked Estep 
Score: -552298.375000 Penalty: 1488.362183
	Iteration 0F: 2 clusters Score -552298.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -545451.000000 Penalty: 2976.724365
	Iteration 0F: 3 clusters Score -545451 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -547640.125000 Penalty: 2976.724365
	Iteration 1F: 3 clusters Score -547640.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -547851.875000 Penalty: 2976.724365
	Iteration 2F: 3 clusters Score -547851.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -548012.875000 Penalty: 2976.724365
	Iteration 3Q: 3 clusters Score -548012.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -548168.250000 Penalty: 2976.724365
	Iteration 4Q: 3 clusters Score -548168.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -548319.937500 Penalty: 2976.724365
	Iteration 5Q: 3 clusters Score -548319.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -548466.250000 Penalty: 2976.724365
	Iteration 6Q: 3 clusters Score -548466.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -548628.062500 Penalty: 2976.724365
	Iteration 7Q: 3 clusters Score -548628.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -548787.875000 Penalty: 2976.724365
	Iteration 8Q: 3 clusters Score -548787.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -548928.812500 Penalty: 2976.724365
	Iteration 9Q: 3 clusters Score -548928.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -549053.562500 Penalty: 2976.724365
	Iteration 10Q: 3 clusters Score -549053.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -549188.750000 Penalty: 2976.724365
	Iteration 11Q: 3 clusters Score -549188.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -549319.625000 Penalty: 2976.724365
	Iteration 12Q: 3 clusters Score -549319.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -549453.625000 Penalty: 2976.724365
	Iteration 13Q: 3 clusters Score -549453.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -549587.312500 Penalty: 2976.724365
	Iteration 14Q: 3 clusters Score -549587.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -549723.125000 Penalty: 2976.724365
	Iteration 15Q: 3 clusters Score -549723.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -549871.437500 Penalty: 2976.724365
	Iteration 16Q: 3 clusters Score -549871.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -550057.125000 Penalty: 2976.724365
	Iteration 17Q: 3 clusters Score -550057.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -550231.687500 Penalty: 2976.724365
	Iteration 18Q: 3 clusters Score -550231.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -550382.500000 Penalty: 2976.724365
	Iteration 19Q: 3 clusters Score -550382.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -550482.500000 Penalty: 2976.724365
	Iteration 20F: 3 clusters Score -550482.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -550530.375000 Penalty: 2976.724365
	Iteration 21Q: 3 clusters Score -550530.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -550557.000000 Penalty: 2976.724365
	Iteration 22Q: 3 clusters Score -550557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -550571.250000 Penalty: 2976.724365
	Iteration 23Q: 3 clusters Score -550571.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -550583.875000 Penalty: 2976.724365
	Iteration 24Q: 3 clusters Score -550583.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -550593.375000 Penalty: 2976.724365
	Iteration 25Q: 3 clusters Score -550593.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -550599.937500 Penalty: 2976.724365
	Iteration 26Q: 3 clusters Score -550599.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -550607.562500 Penalty: 2976.724365
	Iteration 27Q: 3 clusters Score -550607.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -550616.312500 Penalty: 2976.724365
	Iteration 28Q: 3 clusters Score -550616.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -550621.312500 Penalty: 2976.724365
	Iteration 29Q: 3 clusters Score -550621.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -550627.562500 Penalty: 2976.724365
	Iteration 30Q: 3 clusters Score -550627.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -550633.000000 Penalty: 2976.724365
	Iteration 31Q: 3 clusters Score -550633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -550638.000000 Penalty: 2976.724365
	Iteration 32Q: 3 clusters Score -550638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -550645.187500 Penalty: 2976.724365
	Iteration 33Q: 3 clusters Score -550645.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -550649.375000 Penalty: 2976.724365
	Iteration 34Q: 3 clusters Score -550649.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -550655.937500 Penalty: 2976.724365
	Iteration 35Q: 3 clusters Score -550655.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -550663.312500 Penalty: 2976.724365
	Iteration 36Q: 3 clusters Score -550663.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -550673.500000 Penalty: 2976.724365
	Iteration 37Q: 3 clusters Score -550673.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -550686.062500 Penalty: 2976.724365
	Iteration 38Q: 3 clusters Score -550686.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -550698.812500 Penalty: 2976.724365
	Iteration 39Q: 3 clusters Score -550698.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -550705.687500 Penalty: 2976.724365
	Iteration 40F: 3 clusters Score -550705.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -550712.687500 Penalty: 2976.724365
	Iteration 41Q: 3 clusters Score -550712.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -550721.812500 Penalty: 2976.724365
	Iteration 42Q: 3 clusters Score -550721.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -550728.937500 Penalty: 2976.724365
	Iteration 43Q: 3 clusters Score -550728.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -550740.250000 Penalty: 2976.724365
	Iteration 44Q: 3 clusters Score -550740.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -550749.062500 Penalty: 2976.724365
	Iteration 45Q: 3 clusters Score -550749.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -550759.562500 Penalty: 2976.724365
	Iteration 46Q: 3 clusters Score -550759.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -550764.375000 Penalty: 2976.724365
	Iteration 47Q: 3 clusters Score -550764.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -550772.625000 Penalty: 2976.724365
	Iteration 48Q: 3 clusters Score -550772.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -550778.875000 Penalty: 2976.724365
	Iteration 49Q: 3 clusters Score -550778.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -550786.437500 Penalty: 2976.724365
	Iteration 50Q: 3 clusters Score -550786.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -550794.312500 Penalty: 2976.724365
	Iteration 51Q: 3 clusters Score -550794.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -550806.187500 Penalty: 2976.724365
	Iteration 52Q: 3 clusters Score -550806.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -550811.687500 Penalty: 2976.724365
	Iteration 53Q: 3 clusters Score -550811.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -550824.625000 Penalty: 2976.724365
	Iteration 54Q: 3 clusters Score -550824.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -550833.500000 Penalty: 2976.724365
	Iteration 55Q: 3 clusters Score -550833.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -550842.500000 Penalty: 2976.724365
	Iteration 56Q: 3 clusters Score -550842.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -550850.562500 Penalty: 2976.724365
	Iteration 57Q: 3 clusters Score -550850.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -550863.125000 Penalty: 2976.724365
	Iteration 58Q: 3 clusters Score -550863.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -550876.750000 Penalty: 2976.724365
	Iteration 59Q: 3 clusters Score -550876.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -550895.125000 Penalty: 2976.724365
	Iteration 60F: 3 clusters Score -550895.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -550915.500000 Penalty: 2976.724365
	Iteration 61Q: 3 clusters Score -550915.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -550929.375000 Penalty: 2976.724365
	Iteration 62Q: 3 clusters Score -550929.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -550937.062500 Penalty: 2976.724365
	Iteration 63Q: 3 clusters Score -550937.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -550943.562500 Penalty: 2976.724365
	Iteration 64Q: 3 clusters Score -550943.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -550948.437500 Penalty: 2976.724365
	Iteration 65Q: 3 clusters Score -550948.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -550952.625000 Penalty: 2976.724365
	Iteration 66Q: 3 clusters Score -550952.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -550958.062500 Penalty: 2976.724365
	Iteration 67Q: 3 clusters Score -550958.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -550960.875000 Penalty: 2976.724365
	Iteration 68Q: 3 clusters Score -550960.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -550965.500000 Penalty: 2976.724365
	Iteration 69Q: 3 clusters Score -550965.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -550967.187500 Penalty: 2976.724365
	Iteration 70Q: 3 clusters Score -550967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -550968.625000 Penalty: 2976.724365
	Iteration 71Q: 3 clusters Score -550968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -550967.500000 Penalty: 2976.724365
	Iteration 72Q: 3 clusters Score -550967.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -550969.562500 Penalty: 2976.724365
	Iteration 73Q: 3 clusters Score -550969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -550969.500000 Penalty: 2976.724365
	Iteration 74Q: 3 clusters Score -550969.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -550971.687500 Penalty: 2976.724365
	Iteration 75Q: 3 clusters Score -550971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -550972.062500 Penalty: 2976.724365
	Iteration 76Q: 3 clusters Score -550972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -550971.437500 Penalty: 2976.724365
	Iteration 77Q: 3 clusters Score -550971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -550971.000000 Penalty: 2976.724365
	Iteration 78Q: 3 clusters Score -550971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -550972.625000 Penalty: 2976.724365
	Iteration 79Q: 3 clusters Score -550972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -550972.625000 Penalty: 2976.724365
	Iteration 80F: 3 clusters Score -550972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105583 members 
Mstep: Class 4 contains 8556 members 
Mstep: Class 5 contains 14369 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140154 members 
Mstep: Class 12 contains 43204 members 
Mstep: Class 13 contains 6968 members 
Mstep: Class 14 contains 15122 members 
Mstep: Class 15 contains 89035 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 20 contains 36456 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 10759 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 18516 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146924.000000 Penalty: 62879.636719
Iteration 199Q: 30 clusters Score -3.414692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105587 members 
Mstep: Class 4 contains 8555 members 
Mstep: Class 5 contains 14373 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140155 members 
Mstep: Class 12 contains 43192 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 15123 members 
Mstep: Class 15 contains 89030 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 7873 members 
Mstep: Class 20 contains 36456 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 10757 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 18519 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146908.000000 Penalty: 62879.636719
Iteration 200F: 30 clusters Score -3.414691e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105586 members 
Mstep: Class 4 contains 8555 members 
Mstep: Class 5 contains 14374 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140152 members 
Mstep: Class 12 contains 43186 members 
Mstep: Class 13 contains 6974 members 
Mstep: Class 14 contains 15125 members 
Mstep: Class 15 contains 89029 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 10754 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41331 members 
Mstep: Class 25 contains 18525 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146868.000000 Penalty: 62879.636719
Iteration 201Q: 30 clusters Score -3.414687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105586 members 
Mstep: Class 4 contains 8553 members 
Mstep: Class 5 contains 14375 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140152 members 
Mstep: Class 12 contains 43179 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 15127 members 
Mstep: Class 15 contains 89030 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41331 members 
Mstep: Class 25 contains 18525 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146880.000000 Penalty: 62879.636719
Iteration 202Q: 30 clusters Score -3.414688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105588 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140149 members 
Mstep: Class 12 contains 43178 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 15127 members 
Mstep: Class 15 contains 89028 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18525 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146856.000000 Penalty: 62879.636719
Iteration 203Q: 30 clusters Score -3.414686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105589 members 
Mstep: Class 4 contains 8551 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140146 members 
Mstep: Class 12 contains 43175 members 
Mstep: Class 13 contains 6979 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89025 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18525 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146908.000000 Penalty: 62879.636719
Iteration 204Q: 30 clusters Score -3.414691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105590 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140146 members 
Mstep: Class 12 contains 43172 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89023 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18526 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146888.000000 Penalty: 62879.636719
Iteration 205Q: 30 clusters Score -3.414689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105591 members 
Mstep: Class 4 contains 8547 members 
Mstep: Class 5 contains 14377 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140144 members 
Mstep: Class 12 contains 43171 members 
Mstep: Class 13 contains 6984 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89022 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18527 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146896.000000 Penalty: 62879.636719
Iteration 206Q: 30 clusters Score -3.41469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105593 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 14378 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140143 members 
Mstep: Class 12 contains 43169 members 
Mstep: Class 13 contains 6984 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89022 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18527 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146904.000000 Penalty: 62879.636719
Iteration 207Q: 30 clusters Score -3.41469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105594 members 
Mstep: Class 4 contains 8545 members 
Mstep: Class 5 contains 14378 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140142 members 
Mstep: Class 12 contains 43168 members 
Mstep: Class 13 contains 6983 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89023 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18527 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146888.000000 Penalty: 62879.636719
Iteration 208Q: 30 clusters Score -3.414689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105593 members 
Mstep: Class 4 contains 8545 members 
Mstep: Class 5 contains 14379 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140143 members 
Mstep: Class 12 contains 43167 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89023 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18527 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146904.000000 Penalty: 62879.636719
Iteration 209Q: 30 clusters Score -3.41469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105592 members 
Mstep: Class 4 contains 8545 members 
Mstep: Class 5 contains 14381 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140142 members 
Mstep: Class 12 contains 43167 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89023 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41332 members 
Mstep: Class 25 contains 18527 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146900.000000 Penalty: 62879.636719
Iteration 210Q: 30 clusters Score -3.41469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105592 members 
Mstep: Class 4 contains 8545 members 
Mstep: Class 5 contains 14381 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140141 members 
Mstep: Class 12 contains 43167 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89023 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41333 members 
Mstep: Class 25 contains 18527 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146900.000000 Penalty: 62879.636719
Iteration 211Q: 30 clusters Score -3.41469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105592 members 
Mstep: Class 4 contains 8545 members 
Mstep: Class 5 contains 14381 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140141 members 
Mstep: Class 12 contains 43166 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89023 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41334 members 
Mstep: Class 25 contains 18527 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146900.000000 Penalty: 62879.636719
Iteration 212Q: 30 clusters Score -3.41469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105592 members 
Mstep: Class 4 contains 8545 members 
Mstep: Class 5 contains 14381 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140141 members 
Mstep: Class 12 contains 43166 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89023 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41334 members 
Mstep: Class 25 contains 18527 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146900.000000 Penalty: 62879.636719
Iteration 213F: 30 clusters Score -3.41469e+07 nChanged 0
Entering ConstructFrom: 
Score: -34146900.000000 Penalty: 62879.636719
Entering ConstructFrom: 
Trying to split cluster 1 (5884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Entering Unmasked Estep 
Score: -318271.156250 Penalty: 1410.498657
	Iteration 0F: 2 clusters Score -318271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -313722.593750 Penalty: 2820.997314
	Iteration 0F: 3 clusters Score -313722.6 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -315143.593750 Penalty: 2820.997314
	Iteration 1F: 3 clusters Score -315143.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -315556.656250 Penalty: 2820.997314
	Iteration 2F: 3 clusters Score -315556.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -316027.937500 Penalty: 2820.997314
	Iteration 3F: 3 clusters Score -316027.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -316497.718750 Penalty: 2820.997314
	Iteration 4F: 3 clusters Score -316497.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -316921.656250 Penalty: 2820.997314
	Iteration 5F: 3 clusters Score -316921.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -317212.500000 Penalty: 2820.997314
	Iteration 6F: 3 clusters Score -317212.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -317359.812500 Penalty: 2820.997314
	Iteration 7Q: 3 clusters Score -317359.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -317437.875000 Penalty: 2820.997314
	Iteration 8Q: 3 clusters Score -317437.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -317494.000000 Penalty: 2820.997314
	Iteration 9Q: 3 clusters Score -317494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -317538.593750 Penalty: 2820.997314
	Iteration 10Q: 3 clusters Score -317538.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -317564.031250 Penalty: 2820.997314
	Iteration 11Q: 3 clusters Score -317564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -317581.843750 Penalty: 2820.997314
	Iteration 12Q: 3 clusters Score -317581.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -317595.562500 Penalty: 2820.997314
	Iteration 13Q: 3 clusters Score -317595.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -317609.937500 Penalty: 2820.997314
	Iteration 14Q: 3 clusters Score -317609.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -317631.093750 Penalty: 2820.997314
	Iteration 15Q: 3 clusters Score -317631.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -317655.500000 Penalty: 2820.997314
	Iteration 16Q: 3 clusters Score -317655.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -317676.062500 Penalty: 2820.997314
	Iteration 17Q: 3 clusters Score -317676.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -317695.312500 Penalty: 2820.997314
	Iteration 18Q: 3 clusters Score -317695.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -317710.000000 Penalty: 2820.997314
	Iteration 19Q: 3 clusters Score -317710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -317727.250000 Penalty: 2820.997314
	Iteration 20F: 3 clusters Score -317727.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -317735.687500 Penalty: 2820.997314
	Iteration 21Q: 3 clusters Score -317735.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -317741.187500 Penalty: 2820.997314
	Iteration 22Q: 3 clusters Score -317741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -317743.750000 Penalty: 2820.997314
	Iteration 23Q: 3 clusters Score -317743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -317743.656250 Penalty: 2820.997314
	Iteration 24Q: 3 clusters Score -317743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -317743.656250 Penalty: 2820.997314
	Iteration 25F: 3 clusters Score -317743.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -100119.593750 Penalty: 1227.834595
	Iteration 0F: 2 clusters Score -100119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -98115.773438 Penalty: 2455.669189
	Iteration 0F: 3 clusters Score -98115.77 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -98582.562500 Penalty: 2455.669189
	Iteration 1F: 3 clusters Score -98582.56 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -98691.054688 Penalty: 2455.669189
	Iteration 2F: 3 clusters Score -98691.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -98745.851562 Penalty: 2455.669189
	Iteration 3Q: 3 clusters Score -98745.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -98790.296875 Penalty: 2455.669189
	Iteration 4Q: 3 clusters Score -98790.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -98838.859375 Penalty: 2455.669189
	Iteration 5Q: 3 clusters Score -98838.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -98873.515625 Penalty: 2455.669189
	Iteration 6Q: 3 clusters Score -98873.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -98896.648438 Penalty: 2455.669189
	Iteration 7Q: 3 clusters Score -98896.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -98908.000000 Penalty: 2455.669189
	Iteration 8Q: 3 clusters Score -98908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -98913.078125 Penalty: 2455.669189
	Iteration 9Q: 3 clusters Score -98913.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -98916.648438 Penalty: 2455.669189
	Iteration 10Q: 3 clusters Score -98916.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -98918.359375 Penalty: 2455.669189
	Iteration 11Q: 3 clusters Score -98918.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -98919.109375 Penalty: 2455.669189
	Iteration 12Q: 3 clusters Score -98919.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -98919.601562 Penalty: 2455.669189
	Iteration 13Q: 3 clusters Score -98919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -98920.531250 Penalty: 2455.669189
	Iteration 14Q: 3 clusters Score -98920.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -98920.679688 Penalty: 2455.669189
	Iteration 15Q: 3 clusters Score -98920.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -98920.679688 Penalty: 2455.669189
	Iteration 16F: 3 clusters Score -98920.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105592 members 
Entering Unmasked Estep 
Score: -6302930.000000 Penalty: 1879.692383
	Iteration 0F: 2 clusters Score -6302930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -6232139.500000 Penalty: 3759.384766
	Iteration 0F: 3 clusters Score -6232140 nChanged 50649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -6261578.000000 Penalty: 3759.384766
	Iteration 1F: 3 clusters Score -6261578 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -6262565.500000 Penalty: 3759.384766
	Iteration 2Q: 3 clusters Score -6262566 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -6264352.500000 Penalty: 3759.384766
	Iteration 3Q: 3 clusters Score -6264352 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -6267630.000000 Penalty: 3759.384766
	Iteration 4F: 3 clusters Score -6267630 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -6273289.000000 Penalty: 3759.384766
	Iteration 5F: 3 clusters Score -6273289 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -6281151.000000 Penalty: 3759.384766
	Iteration 6F: 3 clusters Score -6281151 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -6289411.500000 Penalty: 3759.384766
	Iteration 7F: 3 clusters Score -6289412 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -6295594.500000 Penalty: 3759.384766
	Iteration 8F: 3 clusters Score -6295594 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 102460 members 
Entering Unmasked Estep 
Score: -6298922.500000 Penalty: 3759.384766
	Iteration 9Q: 3 clusters Score -6298922 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 104116 members 
Entering Unmasked Estep 
Score: -6300387.000000 Penalty: 3759.384766
	Iteration 10Q: 3 clusters Score -6300387 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -6300902.000000 Penalty: 3759.384766
	Iteration 11Q: 3 clusters Score -6300902 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 105025 members 
Entering Unmasked Estep 
Score: -6301081.000000 Penalty: 3759.384766
	Iteration 12Q: 3 clusters Score -6301081 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -6301197.500000 Penalty: 3759.384766
	Iteration 13Q: 3 clusters Score -6301198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 105178 members 
Entering Unmasked Estep 
Score: -6301251.500000 Penalty: 3759.384766
	Iteration 14Q: 3 clusters Score -6301252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -6301287.500000 Penalty: 3759.384766
	Iteration 15Q: 3 clusters Score -6301288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -6301306.000000 Penalty: 3759.384766
	Iteration 16Q: 3 clusters Score -6301306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 105235 members 
Entering Unmasked Estep 
Score: -6301319.500000 Penalty: 3759.384766
	Iteration 17Q: 3 clusters Score -6301320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -6301327.000000 Penalty: 3759.384766
	Iteration 18Q: 3 clusters Score -6301327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 105248 members 
Entering Unmasked Estep 
Score: -6301332.000000 Penalty: 3759.384766
	Iteration 19Q: 3 clusters Score -6301332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
Score: -6301334.500000 Penalty: 3759.384766
	Iteration 20F: 3 clusters Score -6301334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
Score: -6301342.500000 Penalty: 3759.384766
	Iteration 21Q: 3 clusters Score -6301342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -6301352.000000 Penalty: 3759.384766
	Iteration 22Q: 3 clusters Score -6301352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -6301359.500000 Penalty: 3759.384766
	Iteration 23Q: 3 clusters Score -6301360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -6301359.500000 Penalty: 3759.384766
	Iteration 24Q: 3 clusters Score -6301360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 105258 members 
Entering Unmasked Estep 
Score: -6301359.000000 Penalty: 3759.384766
	Iteration 25Q: 3 clusters Score -6301359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 105258 members 
Entering Unmasked Estep 
Score: -6301356.500000 Penalty: 3759.384766
	Iteration 26Q: 3 clusters Score -6301356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 105258 members 
Entering Unmasked Estep 
Score: -6301363.500000 Penalty: 3759.384766
	Iteration 27Q: 3 clusters Score -6301364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 105258 members 
Entering Unmasked Estep 
Score: -6301363.500000 Penalty: 3759.384766
	Iteration 28F: 3 clusters Score -6301364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Entering Unmasked Estep 
Score: -476087.218750 Penalty: 1471.129028
	Iteration 0F: 2 clusters Score -476087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -469799.562500 Penalty: 2942.258057
	Iteration 0F: 3 clusters Score -469799.6 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -471774.625000 Penalty: 2942.258057
	Iteration 1F: 3 clusters Score -471774.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -472046.187500 Penalty: 2942.258057
	Iteration 2F: 3 clusters Score -472046.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -472270.125000 Penalty: 2942.258057
	Iteration 3F: 3 clusters Score -472270.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -472472.500000 Penalty: 2942.258057
	Iteration 4Q: 3 clusters Score -472472.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -472707.593750 Penalty: 2942.258057
	Iteration 5Q: 3 clusters Score -472707.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -472969.625000 Penalty: 2942.258057
	Iteration 6Q: 3 clusters Score -472969.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -473213.812500 Penalty: 2942.258057
	Iteration 7Q: 3 clusters Score -473213.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -473430.000000 Penalty: 2942.258057
	Iteration 8Q: 3 clusters Score -473430 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -473640.218750 Penalty: 2942.258057
	Iteration 9Q: 3 clusters Score -473640.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -473822.968750 Penalty: 2942.258057
	Iteration 10Q: 3 clusters Score -473823 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -473970.437500 Penalty: 2942.258057
	Iteration 11Q: 3 clusters Score -473970.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -474094.000000 Penalty: 2942.258057
	Iteration 12Q: 3 clusters Score -474094 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -474217.031250 Penalty: 2942.258057
	Iteration 13Q: 3 clusters Score -474217 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -474373.062500 Penalty: 2942.258057
	Iteration 14Q: 3 clusters Score -474373.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -474558.593750 Penalty: 2942.258057
	Iteration 15Q: 3 clusters Score -474558.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -474743.687500 Penalty: 2942.258057
	Iteration 16Q: 3 clusters Score -474743.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -474914.093750 Penalty: 2942.258057
	Iteration 17Q: 3 clusters Score -474914.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -475060.812500 Penalty: 2942.258057
	Iteration 18Q: 3 clusters Score -475060.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -475178.250000 Penalty: 2942.258057
	Iteration 19Q: 3 clusters Score -475178.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -475250.406250 Penalty: 2942.258057
	Iteration 20F: 3 clusters Score -475250.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -475294.937500 Penalty: 2942.258057
	Iteration 21Q: 3 clusters Score -475294.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -475322.843750 Penalty: 2942.258057
	Iteration 22Q: 3 clusters Score -475322.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -475338.906250 Penalty: 2942.258057
	Iteration 23Q: 3 clusters Score -475338.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -475346.343750 Penalty: 2942.258057
	Iteration 24Q: 3 clusters Score -475346.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -475352.843750 Penalty: 2942.258057
	Iteration 25Q: 3 clusters Score -475352.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -475361.125000 Penalty: 2942.258057
	Iteration 26Q: 3 clusters Score -475361.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -475367.687500 Penalty: 2942.258057
	Iteration 27Q: 3 clusters Score -475367.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -475373.843750 Penalty: 2942.258057
	Iteration 28Q: 3 clusters Score -475373.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -475381.093750 Penalty: 2942.258057
	Iteration 29Q: 3 clusters Score -475381.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -475382.437500 Penalty: 2942.258057
	Iteration 30Q: 3 clusters Score -475382.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -475386.437500 Penalty: 2942.258057
	Iteration 31Q: 3 clusters Score -475386.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -475388.125000 Penalty: 2942.258057
	Iteration 32Q: 3 clusters Score -475388.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -475392.437500 Penalty: 2942.258057
	Iteration 33Q: 3 clusters Score -475392.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -475395.906250 Penalty: 2942.258057
	Iteration 34Q: 3 clusters Score -475395.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -475398.625000 Penalty: 2942.258057
	Iteration 35Q: 3 clusters Score -475398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -475399.625000 Penalty: 2942.258057
	Iteration 36Q: 3 clusters Score -475399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -475401.156250 Penalty: 2942.258057
	Iteration 37Q: 3 clusters Score -475401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -475401.906250 Penalty: 2942.258057
	Iteration 38Q: 3 clusters Score -475401.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -475403.593750 Penalty: 2942.258057
	Iteration 39Q: 3 clusters Score -475403.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -475405.562500 Penalty: 2942.258057
	Iteration 40F: 3 clusters Score -475405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -475405.281250 Penalty: 2942.258057
	Iteration 41Q: 3 clusters Score -475405.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -475408.500000 Penalty: 2942.258057
	Iteration 42Q: 3 clusters Score -475408.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -475409.218750 Penalty: 2942.258057
	Iteration 43Q: 3 clusters Score -475409.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -475410.281250 Penalty: 2942.258057
	Iteration 44Q: 3 clusters Score -475410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -475411.843750 Penalty: 2942.258057
	Iteration 45Q: 3 clusters Score -475411.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -475414.250000 Penalty: 2942.258057
	Iteration 46Q: 3 clusters Score -475414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -475415.093750 Penalty: 2942.258057
	Iteration 47Q: 3 clusters Score -475415.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -475416.468750 Penalty: 2942.258057
	Iteration 48Q: 3 clusters Score -475416.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -475418.656250 Penalty: 2942.258057
	Iteration 49Q: 3 clusters Score -475418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -475419.062500 Penalty: 2942.258057
	Iteration 50Q: 3 clusters Score -475419.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -475421.093750 Penalty: 2942.258057
	Iteration 51Q: 3 clusters Score -475421.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -475421.093750 Penalty: 2942.258057
	Iteration 52Q: 3 clusters Score -475421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -475422.250000 Penalty: 2942.258057
	Iteration 53Q: 3 clusters Score -475422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -475423.312500 Penalty: 2942.258057
	Iteration 54Q: 3 clusters Score -475423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -475423.750000 Penalty: 2942.258057
	Iteration 55Q: 3 clusters Score -475423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -475423.000000 Penalty: 2942.258057
	Iteration 56Q: 3 clusters Score -475423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -475422.875000 Penalty: 2942.258057
	Iteration 57Q: 3 clusters Score -475422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -475423.656250 Penalty: 2942.258057
	Iteration 58Q: 3 clusters Score -475423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -475424.437500 Penalty: 2942.258057
	Iteration 59Q: 3 clusters Score -475424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -475424.031250 Penalty: 2942.258057
	Iteration 60F: 3 clusters Score -475424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Entering Unmasked Estep 
Score: -759527.187500 Penalty: 1555.720215
	Iteration 0F: 2 clusters Score -759527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -749451.375000 Penalty: 3111.440430
	Iteration 0F: 3 clusters Score -749451.4 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -752888.750000 Penalty: 3111.440430
	Iteration 1F: 3 clusters Score -752888.8 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -753222.750000 Penalty: 3111.440430
	Iteration 2F: 3 clusters Score -753222.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -753507.250000 Penalty: 3111.440430
	Iteration 3Q: 3 clusters Score -753507.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -753784.312500 Penalty: 3111.440430
	Iteration 4Q: 3 clusters Score -753784.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -754071.062500 Penalty: 3111.440430
	Iteration 5Q: 3 clusters Score -754071.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -754446.812500 Penalty: 3111.440430
	Iteration 6Q: 3 clusters Score -754446.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -754888.187500 Penalty: 3111.440430
	Iteration 7F: 3 clusters Score -754888.2 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -755340.812500 Penalty: 3111.440430
	Iteration 8F: 3 clusters Score -755340.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -755806.500000 Penalty: 3111.440430
	Iteration 9F: 3 clusters Score -755806.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -756265.875000 Penalty: 3111.440430
	Iteration 10Q: 3 clusters Score -756265.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -756678.375000 Penalty: 3111.440430
	Iteration 11Q: 3 clusters Score -756678.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -756985.312500 Penalty: 3111.440430
	Iteration 12Q: 3 clusters Score -756985.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -757221.875000 Penalty: 3111.440430
	Iteration 13Q: 3 clusters Score -757221.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -757395.062500 Penalty: 3111.440430
	Iteration 14Q: 3 clusters Score -757395.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -757528.937500 Penalty: 3111.440430
	Iteration 15Q: 3 clusters Score -757528.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -757656.250000 Penalty: 3111.440430
	Iteration 16Q: 3 clusters Score -757656.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -757746.500000 Penalty: 3111.440430
	Iteration 17Q: 3 clusters Score -757746.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -757824.375000 Penalty: 3111.440430
	Iteration 18Q: 3 clusters Score -757824.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -757884.062500 Penalty: 3111.440430
	Iteration 19Q: 3 clusters Score -757884.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -757931.937500 Penalty: 3111.440430
	Iteration 20F: 3 clusters Score -757931.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -757979.062500 Penalty: 3111.440430
	Iteration 21Q: 3 clusters Score -757979.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -758027.187500 Penalty: 3111.440430
	Iteration 22Q: 3 clusters Score -758027.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -758072.250000 Penalty: 3111.440430
	Iteration 23Q: 3 clusters Score -758072.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -758106.625000 Penalty: 3111.440430
	Iteration 24Q: 3 clusters Score -758106.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -758142.250000 Penalty: 3111.440430
	Iteration 25Q: 3 clusters Score -758142.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -758166.562500 Penalty: 3111.440430
	Iteration 26Q: 3 clusters Score -758166.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -758193.812500 Penalty: 3111.440430
	Iteration 27Q: 3 clusters Score -758193.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -758214.375000 Penalty: 3111.440430
	Iteration 28Q: 3 clusters Score -758214.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -758229.875000 Penalty: 3111.440430
	Iteration 29Q: 3 clusters Score -758229.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -758247.875000 Penalty: 3111.440430
	Iteration 30Q: 3 clusters Score -758247.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -758266.750000 Penalty: 3111.440430
	Iteration 31Q: 3 clusters Score -758266.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -758281.312500 Penalty: 3111.440430
	Iteration 32Q: 3 clusters Score -758281.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -758294.625000 Penalty: 3111.440430
	Iteration 33Q: 3 clusters Score -758294.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -758305.250000 Penalty: 3111.440430
	Iteration 34Q: 3 clusters Score -758305.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -758317.375000 Penalty: 3111.440430
	Iteration 35Q: 3 clusters Score -758317.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -758326.000000 Penalty: 3111.440430
	Iteration 36Q: 3 clusters Score -758326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -758336.875000 Penalty: 3111.440430
	Iteration 37Q: 3 clusters Score -758336.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -758346.562500 Penalty: 3111.440430
	Iteration 38Q: 3 clusters Score -758346.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -758356.812500 Penalty: 3111.440430
	Iteration 39Q: 3 clusters Score -758356.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -758367.562500 Penalty: 3111.440430
	Iteration 40F: 3 clusters Score -758367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -758372.312500 Penalty: 3111.440430
	Iteration 41Q: 3 clusters Score -758372.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -758377.375000 Penalty: 3111.440430
	Iteration 42Q: 3 clusters Score -758377.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -758385.000000 Penalty: 3111.440430
	Iteration 43Q: 3 clusters Score -758385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -758393.500000 Penalty: 3111.440430
	Iteration 44Q: 3 clusters Score -758393.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -758398.687500 Penalty: 3111.440430
	Iteration 45Q: 3 clusters Score -758398.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -758406.187500 Penalty: 3111.440430
	Iteration 46Q: 3 clusters Score -758406.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -758412.250000 Penalty: 3111.440430
	Iteration 47Q: 3 clusters Score -758412.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -758417.875000 Penalty: 3111.440430
	Iteration 48Q: 3 clusters Score -758417.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -758423.250000 Penalty: 3111.440430
	Iteration 49Q: 3 clusters Score -758423.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -758428.125000 Penalty: 3111.440430
	Iteration 50Q: 3 clusters Score -758428.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -758430.062500 Penalty: 3111.440430
	Iteration 51Q: 3 clusters Score -758430.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -758436.062500 Penalty: 3111.440430
	Iteration 52Q: 3 clusters Score -758436.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -758437.562500 Penalty: 3111.440430
	Iteration 53Q: 3 clusters Score -758437.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -758438.312500 Penalty: 3111.440430
	Iteration 54Q: 3 clusters Score -758438.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -758443.750000 Penalty: 3111.440430
	Iteration 55Q: 3 clusters Score -758443.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -758447.375000 Penalty: 3111.440430
	Iteration 56Q: 3 clusters Score -758447.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -758448.250000 Penalty: 3111.440430
	Iteration 57Q: 3 clusters Score -758448.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -758455.937500 Penalty: 3111.440430
	Iteration 58Q: 3 clusters Score -758455.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -758467.562500 Penalty: 3111.440430
	Iteration 59Q: 3 clusters Score -758467.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -758480.125000 Penalty: 3111.440430
	Iteration 60F: 3 clusters Score -758480.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -758491.062500 Penalty: 3111.440430
	Iteration 61Q: 3 clusters Score -758491.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -758496.250000 Penalty: 3111.440430
	Iteration 62Q: 3 clusters Score -758496.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -758500.437500 Penalty: 3111.440430
	Iteration 63Q: 3 clusters Score -758500.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -758504.812500 Penalty: 3111.440430
	Iteration 64Q: 3 clusters Score -758504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -758504.437500 Penalty: 3111.440430
	Iteration 65Q: 3 clusters Score -758504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -758505.750000 Penalty: 3111.440430
	Iteration 66Q: 3 clusters Score -758505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -758505.562500 Penalty: 3111.440430
	Iteration 67Q: 3 clusters Score -758505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -758505.937500 Penalty: 3111.440430
	Iteration 68Q: 3 clusters Score -758505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -758504.875000 Penalty: 3111.440430
	Iteration 69Q: 3 clusters Score -758504.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -758507.062500 Penalty: 3111.440430
	Iteration 70Q: 3 clusters Score -758507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -758508.625000 Penalty: 3111.440430
	Iteration 71Q: 3 clusters Score -758508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -758507.437500 Penalty: 3111.440430
	Iteration 72Q: 3 clusters Score -758507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -758507.625000 Penalty: 3111.440430
	Iteration 73Q: 3 clusters Score -758507.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -758508.312500 Penalty: 3111.440430
	Iteration 74Q: 3 clusters Score -758508.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -758511.000000 Penalty: 3111.440430
	Iteration 75Q: 3 clusters Score -758511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -758512.812500 Penalty: 3111.440430
	Iteration 76Q: 3 clusters Score -758512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -758513.562500 Penalty: 3111.440430
	Iteration 77Q: 3 clusters Score -758513.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -758513.875000 Penalty: 3111.440430
	Iteration 78Q: 3 clusters Score -758513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -758514.437500 Penalty: 3111.440430
	Iteration 79Q: 3 clusters Score -758514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -758515.250000 Penalty: 3111.440430
	Iteration 80F: 3 clusters Score -758515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -758515.625000 Penalty: 3111.440430
	Iteration 81Q: 3 clusters Score -758515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -758516.875000 Penalty: 3111.440430
	Iteration 82Q: 3 clusters Score -758516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -758515.125000 Penalty: 3111.440430
	Iteration 83Q: 3 clusters Score -758515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -758516.875000 Penalty: 3111.440430
	Iteration 84Q: 3 clusters Score -758516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -758517.562500 Penalty: 3111.440430
	Iteration 85Q: 3 clusters Score -758517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -758517.562500 Penalty: 3111.440430
	Iteration 86F: 3 clusters Score -758517.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -226952.718750 Penalty: 1383.261963
	Iteration 0F: 2 clusters Score -226952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -222988.875000 Penalty: 2766.523926
	Iteration 0F: 3 clusters Score -222988.9 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -224141.484375 Penalty: 2766.523926
	Iteration 1F: 3 clusters Score -224141.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -224466.906250 Penalty: 2766.523926
	Iteration 2F: 3 clusters Score -224466.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -224712.609375 Penalty: 2766.523926
	Iteration 3F: 3 clusters Score -224712.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -224892.390625 Penalty: 2766.523926
	Iteration 4F: 3 clusters Score -224892.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -225025.906250 Penalty: 2766.523926
	Iteration 5Q: 3 clusters Score -225025.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -225136.765625 Penalty: 2766.523926
	Iteration 6Q: 3 clusters Score -225136.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -225257.437500 Penalty: 2766.523926
	Iteration 7Q: 3 clusters Score -225257.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -225389.296875 Penalty: 2766.523926
	Iteration 8Q: 3 clusters Score -225389.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -225551.312500 Penalty: 2766.523926
	Iteration 9Q: 3 clusters Score -225551.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -225773.984375 Penalty: 2766.523926
	Iteration 10Q: 3 clusters Score -225774 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -226024.187500 Penalty: 2766.523926
	Iteration 11Q: 3 clusters Score -226024.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -226311.171875 Penalty: 2766.523926
	Iteration 12Q: 3 clusters Score -226311.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -226629.578125 Penalty: 2766.523926
	Iteration 13Q: 3 clusters Score -226629.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -226928.359375 Penalty: 2766.523926
	Iteration 14Q: 3 clusters Score -226928.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -227108.046875 Penalty: 2766.523926
	Iteration 15Q: 3 clusters Score -227108 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -227207.500000 Penalty: 2766.523926
	Iteration 16Q: 3 clusters Score -227207.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -227276.250000 Penalty: 2766.523926
	Iteration 17Q: 3 clusters Score -227276.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -227330.078125 Penalty: 2766.523926
	Iteration 18Q: 3 clusters Score -227330.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -227378.750000 Penalty: 2766.523926
	Iteration 19Q: 3 clusters Score -227378.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227433.312500 Penalty: 2766.523926
	Iteration 20F: 3 clusters Score -227433.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -227501.078125 Penalty: 2766.523926
	Iteration 21Q: 3 clusters Score -227501.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -227548.796875 Penalty: 2766.523926
	Iteration 22Q: 3 clusters Score -227548.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -227572.000000 Penalty: 2766.523926
	Iteration 23Q: 3 clusters Score -227572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -227591.593750 Penalty: 2766.523926
	Iteration 24Q: 3 clusters Score -227591.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -227606.265625 Penalty: 2766.523926
	Iteration 25Q: 3 clusters Score -227606.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -227618.031250 Penalty: 2766.523926
	Iteration 26Q: 3 clusters Score -227618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -227625.281250 Penalty: 2766.523926
	Iteration 27Q: 3 clusters Score -227625.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -227632.531250 Penalty: 2766.523926
	Iteration 28Q: 3 clusters Score -227632.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -227640.390625 Penalty: 2766.523926
	Iteration 29Q: 3 clusters Score -227640.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -227647.234375 Penalty: 2766.523926
	Iteration 30Q: 3 clusters Score -227647.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -227656.156250 Penalty: 2766.523926
	Iteration 31Q: 3 clusters Score -227656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227662.265625 Penalty: 2766.523926
	Iteration 32Q: 3 clusters Score -227662.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -227665.843750 Penalty: 2766.523926
	Iteration 33Q: 3 clusters Score -227665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -227666.546875 Penalty: 2766.523926
	Iteration 34Q: 3 clusters Score -227666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -227666.953125 Penalty: 2766.523926
	Iteration 35Q: 3 clusters Score -227667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -227666.953125 Penalty: 2766.523926
	Iteration 36F: 3 clusters Score -227667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105592 members 
Mstep: Class 4 contains 8545 members 
Mstep: Class 5 contains 14381 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140141 members 
Mstep: Class 12 contains 43166 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89023 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41334 members 
Mstep: Class 25 contains 18527 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9512 members 
Mstep: Class 30 contains 783 members 
Entering Unmasked Estep 
Score: -34146804.000000 Penalty: 65047.898438
Splitting cluster 6 changes total score from -34146900.000000 to -34146804.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -86119.671875 Penalty: 1199.392822
	Iteration 0F: 2 clusters Score -86119.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -84265.468750 Penalty: 2398.785645
	Iteration 0F: 3 clusters Score -84265.47 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -84693.734375 Penalty: 2398.785645
	Iteration 1F: 3 clusters Score -84693.73 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -84783.695312 Penalty: 2398.785645
	Iteration 2F: 3 clusters Score -84783.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -84827.476562 Penalty: 2398.785645
	Iteration 3Q: 3 clusters Score -84827.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -84861.695312 Penalty: 2398.785645
	Iteration 4Q: 3 clusters Score -84861.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -84893.406250 Penalty: 2398.785645
	Iteration 5Q: 3 clusters Score -84893.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -84918.867188 Penalty: 2398.785645
	Iteration 6Q: 3 clusters Score -84918.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -84937.812500 Penalty: 2398.785645
	Iteration 7Q: 3 clusters Score -84937.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -84966.117188 Penalty: 2398.785645
	Iteration 8Q: 3 clusters Score -84966.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -85000.875000 Penalty: 2398.785645
	Iteration 9Q: 3 clusters Score -85000.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -85040.992188 Penalty: 2398.785645
	Iteration 10Q: 3 clusters Score -85040.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -85069.570312 Penalty: 2398.785645
	Iteration 11Q: 3 clusters Score -85069.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -85081.312500 Penalty: 2398.785645
	Iteration 12Q: 3 clusters Score -85081.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -85090.648438 Penalty: 2398.785645
	Iteration 13Q: 3 clusters Score -85090.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -85095.851562 Penalty: 2398.785645
	Iteration 14Q: 3 clusters Score -85095.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -85098.382812 Penalty: 2398.785645
	Iteration 15Q: 3 clusters Score -85098.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -85099.281250 Penalty: 2398.785645
	Iteration 16Q: 3 clusters Score -85099.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -85099.609375 Penalty: 2398.785645
	Iteration 17Q: 3 clusters Score -85099.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -85099.609375 Penalty: 2398.785645
	Iteration 18F: 3 clusters Score -85099.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Entering Unmasked Estep 
Score: -1078489.125000 Penalty: 1598.794556
	Iteration 0F: 2 clusters Score -1078489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1065735.125000 Penalty: 3197.589111
	Iteration 0F: 3 clusters Score -1065735 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1070545.250000 Penalty: 3197.589111
	Iteration 1F: 3 clusters Score -1070545 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1071314.125000 Penalty: 3197.589111
	Iteration 2F: 3 clusters Score -1071314 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1072303.750000 Penalty: 3197.589111
	Iteration 3F: 3 clusters Score -1072304 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1073456.625000 Penalty: 3197.589111
	Iteration 4F: 3 clusters Score -1073457 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1074693.375000 Penalty: 3197.589111
	Iteration 5F: 3 clusters Score -1074693 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1075896.500000 Penalty: 3197.589111
	Iteration 6F: 3 clusters Score -1075896 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1076695.750000 Penalty: 3197.589111
	Iteration 7F: 3 clusters Score -1076696 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1077058.875000 Penalty: 3197.589111
	Iteration 8Q: 3 clusters Score -1077059 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1077226.625000 Penalty: 3197.589111
	Iteration 9Q: 3 clusters Score -1077227 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1077333.875000 Penalty: 3197.589111
	Iteration 10Q: 3 clusters Score -1077334 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1077389.250000 Penalty: 3197.589111
	Iteration 11Q: 3 clusters Score -1077389 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1077430.500000 Penalty: 3197.589111
	Iteration 12Q: 3 clusters Score -1077430 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1077456.250000 Penalty: 3197.589111
	Iteration 13Q: 3 clusters Score -1077456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1077471.250000 Penalty: 3197.589111
	Iteration 14Q: 3 clusters Score -1077471 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1077477.125000 Penalty: 3197.589111
	Iteration 15Q: 3 clusters Score -1077477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1077486.875000 Penalty: 3197.589111
	Iteration 16Q: 3 clusters Score -1077487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1077487.500000 Penalty: 3197.589111
	Iteration 17Q: 3 clusters Score -1077488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1077493.500000 Penalty: 3197.589111
	Iteration 18Q: 3 clusters Score -1077494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1077496.125000 Penalty: 3197.589111
	Iteration 19Q: 3 clusters Score -1077496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1077499.500000 Penalty: 3197.589111
	Iteration 20F: 3 clusters Score -1077500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1077499.750000 Penalty: 3197.589111
	Iteration 21Q: 3 clusters Score -1077500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1077500.375000 Penalty: 3197.589111
	Iteration 22Q: 3 clusters Score -1077500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1077500.125000 Penalty: 3197.589111
	Iteration 23Q: 3 clusters Score -1077500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1077502.750000 Penalty: 3197.589111
	Iteration 24Q: 3 clusters Score -1077503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1077504.250000 Penalty: 3197.589111
	Iteration 25Q: 3 clusters Score -1077504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1077506.875000 Penalty: 3197.589111
	Iteration 26Q: 3 clusters Score -1077507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1077505.750000 Penalty: 3197.589111
	Iteration 27Q: 3 clusters Score -1077506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1077507.000000 Penalty: 3197.589111
	Iteration 28Q: 3 clusters Score -1077507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1077508.375000 Penalty: 3197.589111
	Iteration 29Q: 3 clusters Score -1077508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1077509.125000 Penalty: 3197.589111
	Iteration 30Q: 3 clusters Score -1077509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1077510.625000 Penalty: 3197.589111
	Iteration 31Q: 3 clusters Score -1077511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1077511.875000 Penalty: 3197.589111
	Iteration 32Q: 3 clusters Score -1077512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1077512.500000 Penalty: 3197.589111
	Iteration 33Q: 3 clusters Score -1077512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1077512.000000 Penalty: 3197.589111
	Iteration 34Q: 3 clusters Score -1077512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1077512.250000 Penalty: 3197.589111
	Iteration 35Q: 3 clusters Score -1077512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1077512.250000 Penalty: 3197.589111
	Iteration 36Q: 3 clusters Score -1077512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1077513.750000 Penalty: 3197.589111
	Iteration 37Q: 3 clusters Score -1077514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1077512.125000 Penalty: 3197.589111
	Iteration 38Q: 3 clusters Score -1077512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1077513.375000 Penalty: 3197.589111
	Iteration 39Q: 3 clusters Score -1077513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1077514.750000 Penalty: 3197.589111
	Iteration 40F: 3 clusters Score -1077515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1077514.500000 Penalty: 3197.589111
	Iteration 41Q: 3 clusters Score -1077514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1077514.500000 Penalty: 3197.589111
	Iteration 42Q: 3 clusters Score -1077514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1077517.125000 Penalty: 3197.589111
	Iteration 43Q: 3 clusters Score -1077517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1077520.875000 Penalty: 3197.589111
	Iteration 44Q: 3 clusters Score -1077521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1077519.500000 Penalty: 3197.589111
	Iteration 45Q: 3 clusters Score -1077520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1077518.750000 Penalty: 3197.589111
	Iteration 46Q: 3 clusters Score -1077519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1077518.875000 Penalty: 3197.589111
	Iteration 47Q: 3 clusters Score -1077519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1077519.625000 Penalty: 3197.589111
	Iteration 48Q: 3 clusters Score -1077520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1077519.625000 Penalty: 3197.589111
	Iteration 49Q: 3 clusters Score -1077520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1077519.750000 Penalty: 3197.589111
	Iteration 50Q: 3 clusters Score -1077520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1077522.500000 Penalty: 3197.589111
	Iteration 51Q: 3 clusters Score -1077522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1077524.625000 Penalty: 3197.589111
	Iteration 52Q: 3 clusters Score -1077525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1077523.000000 Penalty: 3197.589111
	Iteration 53Q: 3 clusters Score -1077523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1077522.875000 Penalty: 3197.589111
	Iteration 54Q: 3 clusters Score -1077523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1077522.000000 Penalty: 3197.589111
	Iteration 55Q: 3 clusters Score -1077522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1077519.625000 Penalty: 3197.589111
	Iteration 56Q: 3 clusters Score -1077520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1077520.750000 Penalty: 3197.589111
	Iteration 57Q: 3 clusters Score -1077521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1077521.750000 Penalty: 3197.589111
	Iteration 58Q: 3 clusters Score -1077522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1077520.125000 Penalty: 3197.589111
	Iteration 59Q: 3 clusters Score -1077520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1077521.750000 Penalty: 3197.589111
	Iteration 60F: 3 clusters Score -1077522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1077521.125000 Penalty: 3197.589111
	Iteration 61Q: 3 clusters Score -1077521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1077521.750000 Penalty: 3197.589111
	Iteration 62Q: 3 clusters Score -1077522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1077520.125000 Penalty: 3197.589111
	Iteration 63Q: 3 clusters Score -1077520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1077519.875000 Penalty: 3197.589111
	Iteration 64Q: 3 clusters Score -1077520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1077518.875000 Penalty: 3197.589111
	Iteration 65Q: 3 clusters Score -1077519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1077518.875000 Penalty: 3197.589111
	Iteration 66F: 3 clusters Score -1077519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -87452.156250 Penalty: 1212.048950
	Iteration 0F: 2 clusters Score -87452.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -85604.335938 Penalty: 2424.097900
	Iteration 0F: 3 clusters Score -85604.34 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -86025.562500 Penalty: 2424.097900
	Iteration 1F: 3 clusters Score -86025.56 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -86128.257812 Penalty: 2424.097900
	Iteration 2F: 3 clusters Score -86128.26 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -86204.523438 Penalty: 2424.097900
	Iteration 3F: 3 clusters Score -86204.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -86257.460938 Penalty: 2424.097900
	Iteration 4Q: 3 clusters Score -86257.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -86294.460938 Penalty: 2424.097900
	Iteration 5Q: 3 clusters Score -86294.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -86333.929688 Penalty: 2424.097900
	Iteration 6Q: 3 clusters Score -86333.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -86362.890625 Penalty: 2424.097900
	Iteration 7Q: 3 clusters Score -86362.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -86391.687500 Penalty: 2424.097900
	Iteration 8Q: 3 clusters Score -86391.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -86420.210938 Penalty: 2424.097900
	Iteration 9Q: 3 clusters Score -86420.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -86451.765625 Penalty: 2424.097900
	Iteration 10Q: 3 clusters Score -86451.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -86484.648438 Penalty: 2424.097900
	Iteration 11Q: 3 clusters Score -86484.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -86517.726562 Penalty: 2424.097900
	Iteration 12Q: 3 clusters Score -86517.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -86543.843750 Penalty: 2424.097900
	Iteration 13Q: 3 clusters Score -86543.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -86561.945312 Penalty: 2424.097900
	Iteration 14Q: 3 clusters Score -86561.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -86573.125000 Penalty: 2424.097900
	Iteration 15Q: 3 clusters Score -86573.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86587.468750 Penalty: 2424.097900
	Iteration 16Q: 3 clusters Score -86587.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86600.671875 Penalty: 2424.097900
	Iteration 17Q: 3 clusters Score -86600.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -86617.726562 Penalty: 2424.097900
	Iteration 18Q: 3 clusters Score -86617.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -86628.250000 Penalty: 2424.097900
	Iteration 19Q: 3 clusters Score -86628.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -86637.507812 Penalty: 2424.097900
	Iteration 20F: 3 clusters Score -86637.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -86649.851562 Penalty: 2424.097900
	Iteration 21Q: 3 clusters Score -86649.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -86672.085938 Penalty: 2424.097900
	Iteration 22Q: 3 clusters Score -86672.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -86702.250000 Penalty: 2424.097900
	Iteration 23Q: 3 clusters Score -86702.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -86721.281250 Penalty: 2424.097900
	Iteration 24Q: 3 clusters Score -86721.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -86738.453125 Penalty: 2424.097900
	Iteration 25Q: 3 clusters Score -86738.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -86754.609375 Penalty: 2424.097900
	Iteration 26Q: 3 clusters Score -86754.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -86766.976562 Penalty: 2424.097900
	Iteration 27Q: 3 clusters Score -86766.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -86774.351562 Penalty: 2424.097900
	Iteration 28Q: 3 clusters Score -86774.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -86783.492188 Penalty: 2424.097900
	Iteration 29Q: 3 clusters Score -86783.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86791.046875 Penalty: 2424.097900
	Iteration 30Q: 3 clusters Score -86791.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -86799.460938 Penalty: 2424.097900
	Iteration 31Q: 3 clusters Score -86799.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86807.000000 Penalty: 2424.097900
	Iteration 32Q: 3 clusters Score -86807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86812.195312 Penalty: 2424.097900
	Iteration 33Q: 3 clusters Score -86812.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86815.625000 Penalty: 2424.097900
	Iteration 34Q: 3 clusters Score -86815.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86817.804688 Penalty: 2424.097900
	Iteration 35Q: 3 clusters Score -86817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -86820.226562 Penalty: 2424.097900
	Iteration 36Q: 3 clusters Score -86820.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86822.421875 Penalty: 2424.097900
	Iteration 37Q: 3 clusters Score -86822.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -86824.039062 Penalty: 2424.097900
	Iteration 38Q: 3 clusters Score -86824.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -86824.718750 Penalty: 2424.097900
	Iteration 39Q: 3 clusters Score -86824.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -86825.414062 Penalty: 2424.097900
	Iteration 40F: 3 clusters Score -86825.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -171037.312500 Penalty: 1306.363159
	Iteration 0F: 2 clusters Score -171037.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -168300.031250 Penalty: 2612.726318
	Iteration 0F: 3 clusters Score -168300 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -169184.859375 Penalty: 2612.726318
	Iteration 1F: 3 clusters Score -169184.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -169472.187500 Penalty: 2612.726318
	Iteration 2F: 3 clusters Score -169472.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -169685.953125 Penalty: 2612.726318
	Iteration 3F: 3 clusters Score -169686 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -169860.296875 Penalty: 2612.726318
	Iteration 4F: 3 clusters Score -169860.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -169993.968750 Penalty: 2612.726318
	Iteration 5F: 3 clusters Score -169994 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -170095.578125 Penalty: 2612.726318
	Iteration 6Q: 3 clusters Score -170095.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -170176.515625 Penalty: 2612.726318
	Iteration 7Q: 3 clusters Score -170176.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -170237.656250 Penalty: 2612.726318
	Iteration 8Q: 3 clusters Score -170237.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -170290.140625 Penalty: 2612.726318
	Iteration 9Q: 3 clusters Score -170290.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -170329.625000 Penalty: 2612.726318
	Iteration 10Q: 3 clusters Score -170329.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -170345.906250 Penalty: 2612.726318
	Iteration 11Q: 3 clusters Score -170345.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -170362.203125 Penalty: 2612.726318
	Iteration 12Q: 3 clusters Score -170362.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -170374.281250 Penalty: 2612.726318
	Iteration 13Q: 3 clusters Score -170374.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -170383.546875 Penalty: 2612.726318
	Iteration 14Q: 3 clusters Score -170383.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -170393.031250 Penalty: 2612.726318
	Iteration 15Q: 3 clusters Score -170393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -170404.421875 Penalty: 2612.726318
	Iteration 16Q: 3 clusters Score -170404.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -170413.765625 Penalty: 2612.726318
	Iteration 17Q: 3 clusters Score -170413.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -170422.937500 Penalty: 2612.726318
	Iteration 18Q: 3 clusters Score -170422.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -170432.671875 Penalty: 2612.726318
	Iteration 19Q: 3 clusters Score -170432.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -170452.203125 Penalty: 2612.726318
	Iteration 20F: 3 clusters Score -170452.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -170475.890625 Penalty: 2612.726318
	Iteration 21Q: 3 clusters Score -170475.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -170487.390625 Penalty: 2612.726318
	Iteration 22Q: 3 clusters Score -170487.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -170496.218750 Penalty: 2612.726318
	Iteration 23Q: 3 clusters Score -170496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -170501.000000 Penalty: 2612.726318
	Iteration 24Q: 3 clusters Score -170501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -170503.312500 Penalty: 2612.726318
	Iteration 25Q: 3 clusters Score -170503.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -170506.421875 Penalty: 2612.726318
	Iteration 26Q: 3 clusters Score -170506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -170508.843750 Penalty: 2612.726318
	Iteration 27Q: 3 clusters Score -170508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -170511.890625 Penalty: 2612.726318
	Iteration 28Q: 3 clusters Score -170511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170515.343750 Penalty: 2612.726318
	Iteration 29Q: 3 clusters Score -170515.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -170520.687500 Penalty: 2612.726318
	Iteration 30Q: 3 clusters Score -170520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -170522.156250 Penalty: 2612.726318
	Iteration 31Q: 3 clusters Score -170522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -170523.578125 Penalty: 2612.726318
	Iteration 32Q: 3 clusters Score -170523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -170524.046875 Penalty: 2612.726318
	Iteration 33Q: 3 clusters Score -170524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -170525.437500 Penalty: 2612.726318
	Iteration 34Q: 3 clusters Score -170525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -170527.218750 Penalty: 2612.726318
	Iteration 35Q: 3 clusters Score -170527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -170527.484375 Penalty: 2612.726318
	Iteration 36Q: 3 clusters Score -170527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -170527.484375 Penalty: 2612.726318
	Iteration 37F: 3 clusters Score -170527.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140141 members 
Entering Unmasked Estep 
Score: -8236999.500000 Penalty: 1925.690796
	Iteration 0F: 2 clusters Score -8237000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 70012 members 
Entering Unmasked Estep 
Score: -8142937.500000 Penalty: 3851.381592
	Iteration 0F: 3 clusters Score -8142938 nChanged 67480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70821 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -8183210.000000 Penalty: 3851.381592
	Iteration 1F: 3 clusters Score -8183210 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -8184805.500000 Penalty: 3851.381592
	Iteration 2Q: 3 clusters Score -8184806 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -8186995.500000 Penalty: 3851.381592
	Iteration 3Q: 3 clusters Score -8186996 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -8190132.000000 Penalty: 3851.381592
	Iteration 4Q: 3 clusters Score -8190132 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -8194893.500000 Penalty: 3851.381592
	Iteration 5F: 3 clusters Score -8194894 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79503 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -8201844.500000 Penalty: 3851.381592
	Iteration 6F: 3 clusters Score -8201844 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -8209732.000000 Penalty: 3851.381592
	Iteration 7F: 3 clusters Score -8209732 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -8215202.500000 Penalty: 3851.381592
	Iteration 8F: 3 clusters Score -8215202 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -8217847.000000 Penalty: 3851.381592
	Iteration 9Q: 3 clusters Score -8217847 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -8219199.500000 Penalty: 3851.381592
	Iteration 10Q: 3 clusters Score -8219200 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -8220154.000000 Penalty: 3851.381592
	Iteration 11Q: 3 clusters Score -8220154 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93764 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8220955.500000 Penalty: 3851.381592
	Iteration 12Q: 3 clusters Score -8220956 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8221790.500000 Penalty: 3851.381592
	Iteration 13Q: 3 clusters Score -8221790 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -8222697.500000 Penalty: 3851.381592
	Iteration 14Q: 3 clusters Score -8222698 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -8223680.500000 Penalty: 3851.381592
	Iteration 15Q: 3 clusters Score -8223680 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -8224547.500000 Penalty: 3851.381592
	Iteration 16Q: 3 clusters Score -8224548 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -8225473.500000 Penalty: 3851.381592
	Iteration 17Q: 3 clusters Score -8225474 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -8226445.000000 Penalty: 3851.381592
	Iteration 18Q: 3 clusters Score -8226445 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -8227206.500000 Penalty: 3851.381592
	Iteration 19Q: 3 clusters Score -8227206 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -8227842.500000 Penalty: 3851.381592
	Iteration 20F: 3 clusters Score -8227842 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109304 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -8228363.500000 Penalty: 3851.381592
	Iteration 21Q: 3 clusters Score -8228364 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110551 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -8228735.000000 Penalty: 3851.381592
	Iteration 22Q: 3 clusters Score -8228735 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111707 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -8229049.000000 Penalty: 3851.381592
	Iteration 23Q: 3 clusters Score -8229049 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112824 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -8229377.500000 Penalty: 3851.381592
	Iteration 24Q: 3 clusters Score -8229378 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -8229551.000000 Penalty: 3851.381592
	Iteration 25Q: 3 clusters Score -8229551 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114833 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -8229763.000000 Penalty: 3851.381592
	Iteration 26Q: 3 clusters Score -8229763 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115728 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -8229934.500000 Penalty: 3851.381592
	Iteration 27Q: 3 clusters Score -8229934 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -8230122.500000 Penalty: 3851.381592
	Iteration 28Q: 3 clusters Score -8230122 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117517 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -8230360.500000 Penalty: 3851.381592
	Iteration 29Q: 3 clusters Score -8230360 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118401 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -8230597.500000 Penalty: 3851.381592
	Iteration 30Q: 3 clusters Score -8230598 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119310 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -8230815.500000 Penalty: 3851.381592
	Iteration 31Q: 3 clusters Score -8230816 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120194 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -8231035.000000 Penalty: 3851.381592
	Iteration 32Q: 3 clusters Score -8231035 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121011 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -8231180.500000 Penalty: 3851.381592
	Iteration 33Q: 3 clusters Score -8231180 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121766 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -8231356.500000 Penalty: 3851.381592
	Iteration 34Q: 3 clusters Score -8231356 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -8231506.500000 Penalty: 3851.381592
	Iteration 35Q: 3 clusters Score -8231506 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123228 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -8231677.000000 Penalty: 3851.381592
	Iteration 36Q: 3 clusters Score -8231677 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124009 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -8231875.500000 Penalty: 3851.381592
	Iteration 37Q: 3 clusters Score -8231876 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -8232121.500000 Penalty: 3851.381592
	Iteration 38Q: 3 clusters Score -8232122 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125494 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -8232305.500000 Penalty: 3851.381592
	Iteration 39Q: 3 clusters Score -8232306 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -8232489.500000 Penalty: 3851.381592
	Iteration 40F: 3 clusters Score -8232490 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126878 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -8232669.000000 Penalty: 3851.381592
	Iteration 41Q: 3 clusters Score -8232669 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127524 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -8232815.500000 Penalty: 3851.381592
	Iteration 42Q: 3 clusters Score -8232816 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128157 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -8232969.500000 Penalty: 3851.381592
	Iteration 43Q: 3 clusters Score -8232970 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128792 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -8233110.500000 Penalty: 3851.381592
	Iteration 44Q: 3 clusters Score -8233110 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -8233236.500000 Penalty: 3851.381592
	Iteration 45Q: 3 clusters Score -8233236 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129875 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -8233375.500000 Penalty: 3851.381592
	Iteration 46Q: 3 clusters Score -8233376 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130339 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -8233485.500000 Penalty: 3851.381592
	Iteration 47Q: 3 clusters Score -8233486 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130806 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -8233547.500000 Penalty: 3851.381592
	Iteration 48Q: 3 clusters Score -8233548 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131223 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -8233628.000000 Penalty: 3851.381592
	Iteration 49Q: 3 clusters Score -8233628 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131598 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -8233677.500000 Penalty: 3851.381592
	Iteration 50Q: 3 clusters Score -8233678 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131942 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -8233774.500000 Penalty: 3851.381592
	Iteration 51Q: 3 clusters Score -8233774 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132282 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 132617 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 132942 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 133275 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 133614 members 
Mstep: Class 2 contains 6527 members 
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Mstep: Class 1 contains 133931 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8234150 nChanged 280
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Mstep: Class 1 contains 134211 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8234193 nChanged 267
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Mstep: Class 1 contains 134474 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8234352 nChanged 264
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Mstep: Class 1 contains 134983 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 135231 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8234416 nChanged 254
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Mstep: Class 1 contains 135485 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 135742 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8234554 nChanged 239
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Mstep: Class 1 contains 135981 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 136206 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 136394 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 136790 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8234840 nChanged 172
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Mstep: Class 1 contains 137130 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8234878 nChanged 175
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Mstep: Class 1 contains 137299 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8234933 nChanged 168
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Mstep: Class 1 contains 137465 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8235003 nChanged 163
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Mstep: Class 1 contains 137620 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 137768 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 137916 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138055 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138301 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138407 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8235304 nChanged 95
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Mstep: Class 1 contains 138496 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138563 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138621 members 
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	Iteration 83Q: 3 clusters Score -8235377 nChanged 58
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8235378 nChanged 43
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Mstep: Class 1 contains 138714 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8235388 nChanged 25
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Mstep: Class 1 contains 138768 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8235418 nChanged 20
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Mstep: Class 1 contains 138819 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8235428 nChanged 20
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Mstep: Class 1 contains 138839 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8235438 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138852 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8235441 nChanged 14
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Mstep: Class 1 contains 138864 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8235439 nChanged 7
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Mstep: Class 1 contains 138871 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8235448 nChanged 10
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Mstep: Class 1 contains 138881 members 
Mstep: Class 2 contains 1260 members 
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Mstep: Class 1 contains 138891 members 
Mstep: Class 2 contains 1250 members 
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	Iteration 96Q: 3 clusters Score -8235442 nChanged 5
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Mstep: Class 1 contains 138896 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8235448 nChanged 4
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Mstep: Class 1 contains 138900 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8235445 nChanged 3
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Mstep: Class 1 contains 138903 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8235450 nChanged 5
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Mstep: Class 1 contains 138908 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8235444 nChanged 7
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Mstep: Class 1 contains 138915 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8235457 nChanged 7
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Mstep: Class 1 contains 138922 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8235464 nChanged 8
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Mstep: Class 1 contains 138928 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8235468 nChanged 7
Entering Unmasked Mstep 
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	Iteration 104Q: 3 clusters Score -8235463 nChanged 4
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Mstep: Class 1 contains 138935 members 
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	Iteration 105Q: 3 clusters Score -8235465 nChanged 4
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Mstep: Class 1 contains 138939 members 
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	Iteration 106Q: 3 clusters Score -8235466 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138940 members 
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	Iteration 107Q: 3 clusters Score -8235470 nChanged 2
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Mstep: Class 1 contains 138942 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8235472 nChanged 4
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Mstep: Class 1 contains 138946 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8235471 nChanged 4
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Mstep: Class 1 contains 138950 members 
Mstep: Class 2 contains 1191 members 
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	Iteration 110Q: 3 clusters Score -8235477 nChanged 2
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Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8235476 nChanged 2
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Mstep: Class 1 contains 138954 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8235476 nChanged 5
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Mstep: Class 1 contains 138959 members 
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	Iteration 113Q: 3 clusters Score -8235469 nChanged 8
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Mstep: Class 1 contains 138965 members 
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	Iteration 114Q: 3 clusters Score -8235466 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138968 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8235478 nChanged 7
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Mstep: Class 1 contains 138973 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8235465 nChanged 11
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8235473 nChanged 5
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Mstep: Class 1 contains 138987 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8235469 nChanged 5
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Mstep: Class 1 contains 138990 members 
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	Iteration 119Q: 3 clusters Score -8235470 nChanged 4
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Mstep: Class 1 contains 138994 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8235474 nChanged 3
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	Iteration 121Q: 3 clusters Score -8235470 nChanged 4
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	Iteration 122Q: 3 clusters Score -8235476 nChanged 1
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8235472 nChanged 1
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	Iteration 124Q: 3 clusters Score -8235478 nChanged 4
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	Iteration 125Q: 3 clusters Score -8235486 nChanged 8
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	Iteration 126Q: 3 clusters Score -8235480 nChanged 4
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	Iteration 127Q: 3 clusters Score -8235483 nChanged 5
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	Iteration 128Q: 3 clusters Score -8235486 nChanged 7
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8235484 nChanged 8
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	Iteration 130Q: 3 clusters Score -8235481 nChanged 9
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	Iteration 131Q: 3 clusters Score -8235484 nChanged 6
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8235482 nChanged 3
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	Iteration 133Q: 3 clusters Score -8235488 nChanged 6
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	Iteration 134Q: 3 clusters Score -8235490 nChanged 5
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8235484 nChanged 3
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	Iteration 136Q: 3 clusters Score -8235487 nChanged 7
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	Iteration 137Q: 3 clusters Score -8235487 nChanged 5
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8235488 nChanged 7
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	Iteration 139Q: 3 clusters Score -8235500 nChanged 9
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8235508 nChanged 6
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8235502 nChanged 5
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8235508 nChanged 3
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8235506 nChanged 1
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Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8235510.500000 Penalty: 3851.381592
	Iteration 144Q: 3 clusters Score -8235510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8235510.500000 Penalty: 3851.381592
	Iteration 145F: 3 clusters Score -8235510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Entering Unmasked Estep 
Score: -2253084.500000 Penalty: 1734.331421
	Iteration 0F: 2 clusters Score -2253084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2224190.250000 Penalty: 3468.662842
	Iteration 0F: 3 clusters Score -2224190 nChanged 20191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2235700.250000 Penalty: 3468.662842
	Iteration 1F: 3 clusters Score -2235700 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2236274.500000 Penalty: 3468.662842
	Iteration 2Q: 3 clusters Score -2236274 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2236864.750000 Penalty: 3468.662842
	Iteration 3Q: 3 clusters Score -2236865 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2237556.750000 Penalty: 3468.662842
	Iteration 4Q: 3 clusters Score -2237557 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2238407.750000 Penalty: 3468.662842
	Iteration 5Q: 3 clusters Score -2238408 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2239497.500000 Penalty: 3468.662842
	Iteration 6F: 3 clusters Score -2239498 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2240840.750000 Penalty: 3468.662842
	Iteration 7F: 3 clusters Score -2240841 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2242342.000000 Penalty: 3468.662842
	Iteration 8F: 3 clusters Score -2242342 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2243710.250000 Penalty: 3468.662842
	Iteration 9F: 3 clusters Score -2243710 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -2244774.500000 Penalty: 3468.662842
	Iteration 10Q: 3 clusters Score -2244774 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -2245390.000000 Penalty: 3468.662842
	Iteration 11Q: 3 clusters Score -2245390 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2245767.000000 Penalty: 3468.662842
	Iteration 12Q: 3 clusters Score -2245767 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2246006.750000 Penalty: 3468.662842
	Iteration 13Q: 3 clusters Score -2246007 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2246208.000000 Penalty: 3468.662842
	Iteration 14Q: 3 clusters Score -2246208 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -2246365.250000 Penalty: 3468.662842
	Iteration 15Q: 3 clusters Score -2246365 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -2246521.500000 Penalty: 3468.662842
	Iteration 16Q: 3 clusters Score -2246522 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -2246677.500000 Penalty: 3468.662842
	Iteration 17Q: 3 clusters Score -2246678 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -2246824.250000 Penalty: 3468.662842
	Iteration 18Q: 3 clusters Score -2246824 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -2246950.500000 Penalty: 3468.662842
	Iteration 19Q: 3 clusters Score -2246950 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -2247073.000000 Penalty: 3468.662842
	Iteration 20F: 3 clusters Score -2247073 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -2247177.750000 Penalty: 3468.662842
	Iteration 21Q: 3 clusters Score -2247178 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -2247270.750000 Penalty: 3468.662842
	Iteration 22Q: 3 clusters Score -2247271 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -2247343.500000 Penalty: 3468.662842
	Iteration 23Q: 3 clusters Score -2247344 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -2247420.500000 Penalty: 3468.662842
	Iteration 24Q: 3 clusters Score -2247420 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -2247488.500000 Penalty: 3468.662842
	Iteration 25Q: 3 clusters Score -2247488 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -2247535.250000 Penalty: 3468.662842
	Iteration 26Q: 3 clusters Score -2247535 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -2247592.750000 Penalty: 3468.662842
	Iteration 27Q: 3 clusters Score -2247593 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -2247664.750000 Penalty: 3468.662842
	Iteration 28Q: 3 clusters Score -2247665 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -2247720.500000 Penalty: 3468.662842
	Iteration 29Q: 3 clusters Score -2247720 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -2247803.500000 Penalty: 3468.662842
	Iteration 30Q: 3 clusters Score -2247804 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -2247886.250000 Penalty: 3468.662842
	Iteration 31Q: 3 clusters Score -2247886 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -2247990.000000 Penalty: 3468.662842
	Iteration 32Q: 3 clusters Score -2247990 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -2248071.500000 Penalty: 3468.662842
	Iteration 33Q: 3 clusters Score -2248072 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -2248162.750000 Penalty: 3468.662842
	Iteration 34Q: 3 clusters Score -2248163 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -2248278.750000 Penalty: 3468.662842
	Iteration 35Q: 3 clusters Score -2248279 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -2248370.250000 Penalty: 3468.662842
	Iteration 36Q: 3 clusters Score -2248370 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -2248483.500000 Penalty: 3468.662842
	Iteration 37Q: 3 clusters Score -2248484 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -2248639.500000 Penalty: 3468.662842
	Iteration 38Q: 3 clusters Score -2248640 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -2248836.250000 Penalty: 3468.662842
	Iteration 39Q: 3 clusters Score -2248836 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -2249035.000000 Penalty: 3468.662842
	Iteration 40F: 3 clusters Score -2249035 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -2249221.250000 Penalty: 3468.662842
	Iteration 41Q: 3 clusters Score -2249221 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -2249401.500000 Penalty: 3468.662842
	Iteration 42Q: 3 clusters Score -2249402 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -2249584.500000 Penalty: 3468.662842
	Iteration 43Q: 3 clusters Score -2249584 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -2249747.500000 Penalty: 3468.662842
	Iteration 44Q: 3 clusters Score -2249748 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -2249888.750000 Penalty: 3468.662842
	Iteration 45Q: 3 clusters Score -2249889 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -2250016.500000 Penalty: 3468.662842
	Iteration 46Q: 3 clusters Score -2250016 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -2250148.750000 Penalty: 3468.662842
	Iteration 47Q: 3 clusters Score -2250149 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -2250287.500000 Penalty: 3468.662842
	Iteration 48Q: 3 clusters Score -2250288 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -2250425.750000 Penalty: 3468.662842
	Iteration 49Q: 3 clusters Score -2250426 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -2250571.750000 Penalty: 3468.662842
	Iteration 50Q: 3 clusters Score -2250572 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -2250709.750000 Penalty: 3468.662842
	Iteration 51Q: 3 clusters Score -2250710 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -2250873.250000 Penalty: 3468.662842
	Iteration 52Q: 3 clusters Score -2250873 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -2251010.000000 Penalty: 3468.662842
	Iteration 53Q: 3 clusters Score -2251010 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -2251137.500000 Penalty: 3468.662842
	Iteration 54Q: 3 clusters Score -2251138 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -2251274.000000 Penalty: 3468.662842
	Iteration 55Q: 3 clusters Score -2251274 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -2251400.500000 Penalty: 3468.662842
	Iteration 56Q: 3 clusters Score -2251400 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -2251528.750000 Penalty: 3468.662842
	Iteration 57Q: 3 clusters Score -2251529 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -2251655.000000 Penalty: 3468.662842
	Iteration 58Q: 3 clusters Score -2251655 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -2251789.250000 Penalty: 3468.662842
	Iteration 59Q: 3 clusters Score -2251789 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -2251908.500000 Penalty: 3468.662842
	Iteration 60F: 3 clusters Score -2251908 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -2252036.500000 Penalty: 3468.662842
	Iteration 61Q: 3 clusters Score -2252036 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -2252147.250000 Penalty: 3468.662842
	Iteration 62Q: 3 clusters Score -2252147 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -2252240.250000 Penalty: 3468.662842
	Iteration 63Q: 3 clusters Score -2252240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -2252316.000000 Penalty: 3468.662842
	Iteration 64Q: 3 clusters Score -2252316 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -2252379.750000 Penalty: 3468.662842
	Iteration 65Q: 3 clusters Score -2252380 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -2252436.750000 Penalty: 3468.662842
	Iteration 66Q: 3 clusters Score -2252437 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -2252495.750000 Penalty: 3468.662842
	Iteration 67Q: 3 clusters Score -2252496 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -2252548.000000 Penalty: 3468.662842
	Iteration 68Q: 3 clusters Score -2252548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -2252579.500000 Penalty: 3468.662842
	Iteration 69Q: 3 clusters Score -2252580 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -2252621.750000 Penalty: 3468.662842
	Iteration 70Q: 3 clusters Score -2252622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -2252640.000000 Penalty: 3468.662842
	Iteration 71Q: 3 clusters Score -2252640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -2252672.250000 Penalty: 3468.662842
	Iteration 72Q: 3 clusters Score -2252672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -2252684.500000 Penalty: 3468.662842
	Iteration 73Q: 3 clusters Score -2252684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -2252701.500000 Penalty: 3468.662842
	Iteration 74Q: 3 clusters Score -2252702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -2252716.500000 Penalty: 3468.662842
	Iteration 75Q: 3 clusters Score -2252716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -2252725.000000 Penalty: 3468.662842
	Iteration 76Q: 3 clusters Score -2252725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -2252729.750000 Penalty: 3468.662842
	Iteration 77Q: 3 clusters Score -2252730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -2252740.500000 Penalty: 3468.662842
	Iteration 78Q: 3 clusters Score -2252740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -2252753.250000 Penalty: 3468.662842
	Iteration 79Q: 3 clusters Score -2252753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -2252758.000000 Penalty: 3468.662842
	Iteration 80F: 3 clusters Score -2252758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -2252755.500000 Penalty: 3468.662842
	Iteration 81Q: 3 clusters Score -2252756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -2252762.750000 Penalty: 3468.662842
	Iteration 82Q: 3 clusters Score -2252763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -2252773.750000 Penalty: 3468.662842
	Iteration 83Q: 3 clusters Score -2252774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -2252769.750000 Penalty: 3468.662842
	Iteration 84Q: 3 clusters Score -2252770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -2252776.000000 Penalty: 3468.662842
	Iteration 85Q: 3 clusters Score -2252776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -2252771.750000 Penalty: 3468.662842
	Iteration 86Q: 3 clusters Score -2252772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -2252776.750000 Penalty: 3468.662842
	Iteration 87Q: 3 clusters Score -2252777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -2252775.000000 Penalty: 3468.662842
	Iteration 88Q: 3 clusters Score -2252775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -2252778.250000 Penalty: 3468.662842
	Iteration 89Q: 3 clusters Score -2252778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -2252775.500000 Penalty: 3468.662842
	Iteration 90Q: 3 clusters Score -2252776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -2252777.250000 Penalty: 3468.662842
	Iteration 91Q: 3 clusters Score -2252777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -2252780.500000 Penalty: 3468.662842
	Iteration 92Q: 3 clusters Score -2252780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -2252781.500000 Penalty: 3468.662842
	Iteration 93Q: 3 clusters Score -2252782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -2252785.750000 Penalty: 3468.662842
	Iteration 94Q: 3 clusters Score -2252786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -2252784.250000 Penalty: 3468.662842
	Iteration 95Q: 3 clusters Score -2252784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -2252787.000000 Penalty: 3468.662842
	Iteration 96Q: 3 clusters Score -2252787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -2252786.750000 Penalty: 3468.662842
	Iteration 97Q: 3 clusters Score -2252787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -2252786.750000 Penalty: 3468.662842
	Iteration 98F: 3 clusters Score -2252787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -383705.343750 Penalty: 1438.302246
	Iteration 0F: 2 clusters Score -383705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -378489.437500 Penalty: 2876.604492
	Iteration 0F: 3 clusters Score -378489.4 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -380069.125000 Penalty: 2876.604492
	Iteration 1F: 3 clusters Score -380069.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -380276.500000 Penalty: 2876.604492
	Iteration 2F: 3 clusters Score -380276.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -380421.437500 Penalty: 2876.604492
	Iteration 3Q: 3 clusters Score -380421.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -380533.312500 Penalty: 2876.604492
	Iteration 4Q: 3 clusters Score -380533.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -380635.937500 Penalty: 2876.604492
	Iteration 5Q: 3 clusters Score -380635.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -380718.843750 Penalty: 2876.604492
	Iteration 6Q: 3 clusters Score -380718.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -380801.343750 Penalty: 2876.604492
	Iteration 7Q: 3 clusters Score -380801.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -380863.031250 Penalty: 2876.604492
	Iteration 8Q: 3 clusters Score -380863 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -380923.062500 Penalty: 2876.604492
	Iteration 9Q: 3 clusters Score -380923.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -380979.031250 Penalty: 2876.604492
	Iteration 10Q: 3 clusters Score -380979 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -381049.875000 Penalty: 2876.604492
	Iteration 11Q: 3 clusters Score -381049.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -381125.781250 Penalty: 2876.604492
	Iteration 12Q: 3 clusters Score -381125.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -381219.312500 Penalty: 2876.604492
	Iteration 13Q: 3 clusters Score -381219.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -381315.000000 Penalty: 2876.604492
	Iteration 14Q: 3 clusters Score -381315 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -381416.156250 Penalty: 2876.604492
	Iteration 15Q: 3 clusters Score -381416.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -381538.906250 Penalty: 2876.604492
	Iteration 16Q: 3 clusters Score -381538.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -381668.687500 Penalty: 2876.604492
	Iteration 17Q: 3 clusters Score -381668.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -381778.312500 Penalty: 2876.604492
	Iteration 18Q: 3 clusters Score -381778.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -381869.625000 Penalty: 2876.604492
	Iteration 19Q: 3 clusters Score -381869.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -381958.312500 Penalty: 2876.604492
	Iteration 20F: 3 clusters Score -381958.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -382021.750000 Penalty: 2876.604492
	Iteration 21Q: 3 clusters Score -382021.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -382085.343750 Penalty: 2876.604492
	Iteration 22Q: 3 clusters Score -382085.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -382142.500000 Penalty: 2876.604492
	Iteration 23Q: 3 clusters Score -382142.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -382181.656250 Penalty: 2876.604492
	Iteration 24Q: 3 clusters Score -382181.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -382210.218750 Penalty: 2876.604492
	Iteration 25Q: 3 clusters Score -382210.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -382231.062500 Penalty: 2876.604492
	Iteration 26Q: 3 clusters Score -382231.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -382244.406250 Penalty: 2876.604492
	Iteration 27Q: 3 clusters Score -382244.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -382258.281250 Penalty: 2876.604492
	Iteration 28Q: 3 clusters Score -382258.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -382267.843750 Penalty: 2876.604492
	Iteration 29Q: 3 clusters Score -382267.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -382278.437500 Penalty: 2876.604492
	Iteration 30Q: 3 clusters Score -382278.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -382291.281250 Penalty: 2876.604492
	Iteration 31Q: 3 clusters Score -382291.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -382299.500000 Penalty: 2876.604492
	Iteration 32Q: 3 clusters Score -382299.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -382309.937500 Penalty: 2876.604492
	Iteration 33Q: 3 clusters Score -382309.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -382321.718750 Penalty: 2876.604492
	Iteration 34Q: 3 clusters Score -382321.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -382334.593750 Penalty: 2876.604492
	Iteration 35Q: 3 clusters Score -382334.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -382348.031250 Penalty: 2876.604492
	Iteration 36Q: 3 clusters Score -382348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -382359.437500 Penalty: 2876.604492
	Iteration 37Q: 3 clusters Score -382359.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -382368.343750 Penalty: 2876.604492
	Iteration 38Q: 3 clusters Score -382368.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -382376.406250 Penalty: 2876.604492
	Iteration 39Q: 3 clusters Score -382376.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -382381.812500 Penalty: 2876.604492
	Iteration 40F: 3 clusters Score -382381.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -382387.562500 Penalty: 2876.604492
	Iteration 41Q: 3 clusters Score -382387.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -382393.437500 Penalty: 2876.604492
	Iteration 42Q: 3 clusters Score -382393.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -382400.375000 Penalty: 2876.604492
	Iteration 43Q: 3 clusters Score -382400.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -382409.000000 Penalty: 2876.604492
	Iteration 44Q: 3 clusters Score -382409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -382413.000000 Penalty: 2876.604492
	Iteration 45Q: 3 clusters Score -382413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -382416.968750 Penalty: 2876.604492
	Iteration 46Q: 3 clusters Score -382417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -382422.375000 Penalty: 2876.604492
	Iteration 47Q: 3 clusters Score -382422.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -382426.156250 Penalty: 2876.604492
	Iteration 48Q: 3 clusters Score -382426.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -382430.718750 Penalty: 2876.604492
	Iteration 49Q: 3 clusters Score -382430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -382433.468750 Penalty: 2876.604492
	Iteration 50Q: 3 clusters Score -382433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -382433.656250 Penalty: 2876.604492
	Iteration 51Q: 3 clusters Score -382433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -382434.875000 Penalty: 2876.604492
	Iteration 52Q: 3 clusters Score -382434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -382435.312500 Penalty: 2876.604492
	Iteration 53Q: 3 clusters Score -382435.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -382436.750000 Penalty: 2876.604492
	Iteration 54Q: 3 clusters Score -382436.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -382437.437500 Penalty: 2876.604492
	Iteration 55Q: 3 clusters Score -382437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -382437.593750 Penalty: 2876.604492
	Iteration 56Q: 3 clusters Score -382437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -382438.281250 Penalty: 2876.604492
	Iteration 57Q: 3 clusters Score -382438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -382440.718750 Penalty: 2876.604492
	Iteration 58Q: 3 clusters Score -382440.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -382441.718750 Penalty: 2876.604492
	Iteration 59Q: 3 clusters Score -382441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -382444.656250 Penalty: 2876.604492
	Iteration 60F: 3 clusters Score -382444.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -382447.906250 Penalty: 2876.604492
	Iteration 61Q: 3 clusters Score -382447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -382450.875000 Penalty: 2876.604492
	Iteration 62Q: 3 clusters Score -382450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -382451.406250 Penalty: 2876.604492
	Iteration 63Q: 3 clusters Score -382451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -382452.656250 Penalty: 2876.604492
	Iteration 64Q: 3 clusters Score -382452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -382453.468750 Penalty: 2876.604492
	Iteration 65Q: 3 clusters Score -382453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -382454.375000 Penalty: 2876.604492
	Iteration 66Q: 3 clusters Score -382454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -382456.468750 Penalty: 2876.604492
	Iteration 67Q: 3 clusters Score -382456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -382458.187500 Penalty: 2876.604492
	Iteration 68Q: 3 clusters Score -382458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -382459.281250 Penalty: 2876.604492
	Iteration 69Q: 3 clusters Score -382459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -382461.562500 Penalty: 2876.604492
	Iteration 70Q: 3 clusters Score -382461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -382462.468750 Penalty: 2876.604492
	Iteration 71Q: 3 clusters Score -382462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -382462.843750 Penalty: 2876.604492
	Iteration 72Q: 3 clusters Score -382462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -382462.468750 Penalty: 2876.604492
	Iteration 73Q: 3 clusters Score -382462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -382462.781250 Penalty: 2876.604492
	Iteration 74Q: 3 clusters Score -382462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -382463.250000 Penalty: 2876.604492
	Iteration 75Q: 3 clusters Score -382463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -382463.250000 Penalty: 2876.604492
	Iteration 76F: 3 clusters Score -382463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Entering Unmasked Estep 
Score: -874150.000000 Penalty: 1563.949219
	Iteration 0F: 2 clusters Score -874150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -863679.937500 Penalty: 3127.898438
	Iteration 0F: 3 clusters Score -863679.9 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -867182.437500 Penalty: 3127.898438
	Iteration 1F: 3 clusters Score -867182.4 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -867472.687500 Penalty: 3127.898438
	Iteration 2F: 3 clusters Score -867472.7 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -867735.500000 Penalty: 3127.898438
	Iteration 3Q: 3 clusters Score -867735.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -867995.187500 Penalty: 3127.898438
	Iteration 4Q: 3 clusters Score -867995.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -868266.625000 Penalty: 3127.898438
	Iteration 5Q: 3 clusters Score -868266.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -868554.062500 Penalty: 3127.898438
	Iteration 6Q: 3 clusters Score -868554.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -868904.437500 Penalty: 3127.898438
	Iteration 7Q: 3 clusters Score -868904.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -869337.687500 Penalty: 3127.898438
	Iteration 8F: 3 clusters Score -869337.7 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -869830.750000 Penalty: 3127.898438
	Iteration 9F: 3 clusters Score -869830.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -870362.125000 Penalty: 3127.898438
	Iteration 10F: 3 clusters Score -870362.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -870892.125000 Penalty: 3127.898438
	Iteration 11Q: 3 clusters Score -870892.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -871391.937500 Penalty: 3127.898438
	Iteration 12Q: 3 clusters Score -871391.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -871773.250000 Penalty: 3127.898438
	Iteration 13Q: 3 clusters Score -871773.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -872040.687500 Penalty: 3127.898438
	Iteration 14Q: 3 clusters Score -872040.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -872255.187500 Penalty: 3127.898438
	Iteration 15Q: 3 clusters Score -872255.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -872413.187500 Penalty: 3127.898438
	Iteration 16Q: 3 clusters Score -872413.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -872536.125000 Penalty: 3127.898438
	Iteration 17Q: 3 clusters Score -872536.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -872627.687500 Penalty: 3127.898438
	Iteration 18Q: 3 clusters Score -872627.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -872695.937500 Penalty: 3127.898438
	Iteration 19Q: 3 clusters Score -872695.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -872745.500000 Penalty: 3127.898438
	Iteration 20F: 3 clusters Score -872745.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -872776.812500 Penalty: 3127.898438
	Iteration 21Q: 3 clusters Score -872776.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -872798.937500 Penalty: 3127.898438
	Iteration 22Q: 3 clusters Score -872798.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -872819.000000 Penalty: 3127.898438
	Iteration 23Q: 3 clusters Score -872819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -872829.937500 Penalty: 3127.898438
	Iteration 24Q: 3 clusters Score -872829.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -872836.375000 Penalty: 3127.898438
	Iteration 25Q: 3 clusters Score -872836.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -872847.750000 Penalty: 3127.898438
	Iteration 26Q: 3 clusters Score -872847.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -872854.375000 Penalty: 3127.898438
	Iteration 27Q: 3 clusters Score -872854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -872857.062500 Penalty: 3127.898438
	Iteration 28Q: 3 clusters Score -872857.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -872859.250000 Penalty: 3127.898438
	Iteration 29Q: 3 clusters Score -872859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -872859.875000 Penalty: 3127.898438
	Iteration 30Q: 3 clusters Score -872859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -872862.875000 Penalty: 3127.898438
	Iteration 31Q: 3 clusters Score -872862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -872863.125000 Penalty: 3127.898438
	Iteration 32Q: 3 clusters Score -872863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -872863.125000 Penalty: 3127.898438
	Iteration 33F: 3 clusters Score -872863.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Entering Unmasked Estep 
Score: -5223270.000000 Penalty: 1851.955688
	Iteration 0F: 2 clusters Score -5223270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -5163672.000000 Penalty: 3703.911377
	Iteration 0F: 3 clusters Score -5163672 nChanged 42322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -5188347.000000 Penalty: 3703.911377
	Iteration 1F: 3 clusters Score -5188347 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -5189226.000000 Penalty: 3703.911377
	Iteration 2Q: 3 clusters Score -5189226 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -5190613.000000 Penalty: 3703.911377
	Iteration 3Q: 3 clusters Score -5190613 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -5193020.500000 Penalty: 3703.911377
	Iteration 4F: 3 clusters Score -5193020 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -5197318.500000 Penalty: 3703.911377
	Iteration 5F: 3 clusters Score -5197318 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -5204288.000000 Penalty: 3703.911377
	Iteration 6F: 3 clusters Score -5204288 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -5212326.500000 Penalty: 3703.911377
	Iteration 7F: 3 clusters Score -5212326 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5218200.000000 Penalty: 3703.911377
	Iteration 8F: 3 clusters Score -5218200 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5220604.500000 Penalty: 3703.911377
	Iteration 9Q: 3 clusters Score -5220604 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5221269.500000 Penalty: 3703.911377
	Iteration 10Q: 3 clusters Score -5221270 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5221490.500000 Penalty: 3703.911377
	Iteration 11Q: 3 clusters Score -5221490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5221609.500000 Penalty: 3703.911377
	Iteration 12Q: 3 clusters Score -5221610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5221669.500000 Penalty: 3703.911377
	Iteration 13Q: 3 clusters Score -5221670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5221690.000000 Penalty: 3703.911377
	Iteration 14Q: 3 clusters Score -5221690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5221702.000000 Penalty: 3703.911377
	Iteration 15Q: 3 clusters Score -5221702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5221712.500000 Penalty: 3703.911377
	Iteration 16Q: 3 clusters Score -5221712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5221717.500000 Penalty: 3703.911377
	Iteration 17Q: 3 clusters Score -5221718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88801 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5221725.500000 Penalty: 3703.911377
	Iteration 18Q: 3 clusters Score -5221726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5221725.000000 Penalty: 3703.911377
	Iteration 19Q: 3 clusters Score -5221725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5221727.000000 Penalty: 3703.911377
	Iteration 20F: 3 clusters Score -5221727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5221729.000000 Penalty: 3703.911377
	Iteration 21Q: 3 clusters Score -5221729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5221731.500000 Penalty: 3703.911377
	Iteration 22Q: 3 clusters Score -5221732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5221731.500000 Penalty: 3703.911377
	Iteration 23F: 3 clusters Score -5221732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -113290.453125 Penalty: 1244.231689
	Iteration 0F: 2 clusters Score -113290.5 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 1048 members 
Entering Unmasked Estep 
Score: -111107.101562 Penalty: 2488.463379
	Iteration 0F: 3 clusters Score -111107.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -111568.773438 Penalty: 2488.463379
	Iteration 1F: 3 clusters Score -111568.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -111684.773438 Penalty: 2488.463379
	Iteration 2F: 3 clusters Score -111684.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -111751.015625 Penalty: 2488.463379
	Iteration 3Q: 3 clusters Score -111751 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -111816.406250 Penalty: 2488.463379
	Iteration 4Q: 3 clusters Score -111816.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -111871.890625 Penalty: 2488.463379
	Iteration 5Q: 3 clusters Score -111871.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -111905.695312 Penalty: 2488.463379
	Iteration 6Q: 3 clusters Score -111905.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -111932.265625 Penalty: 2488.463379
	Iteration 7Q: 3 clusters Score -111932.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -111959.250000 Penalty: 2488.463379
	Iteration 8Q: 3 clusters Score -111959.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -111976.765625 Penalty: 2488.463379
	Iteration 9Q: 3 clusters Score -111976.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -111989.726562 Penalty: 2488.463379
	Iteration 10Q: 3 clusters Score -111989.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -112005.328125 Penalty: 2488.463379
	Iteration 11Q: 3 clusters Score -112005.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -112015.773438 Penalty: 2488.463379
	Iteration 12Q: 3 clusters Score -112015.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -112023.625000 Penalty: 2488.463379
	Iteration 13Q: 3 clusters Score -112023.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -112028.101562 Penalty: 2488.463379
	Iteration 14Q: 3 clusters Score -112028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -112034.367188 Penalty: 2488.463379
	Iteration 15Q: 3 clusters Score -112034.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -112037.781250 Penalty: 2488.463379
	Iteration 16Q: 3 clusters Score -112037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -112043.609375 Penalty: 2488.463379
	Iteration 17Q: 3 clusters Score -112043.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -112051.093750 Penalty: 2488.463379
	Iteration 18Q: 3 clusters Score -112051.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -112060.914062 Penalty: 2488.463379
	Iteration 19Q: 3 clusters Score -112060.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -112068.468750 Penalty: 2488.463379
	Iteration 20F: 3 clusters Score -112068.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -112073.257812 Penalty: 2488.463379
	Iteration 21Q: 3 clusters Score -112073.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -112080.023438 Penalty: 2488.463379
	Iteration 22Q: 3 clusters Score -112080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -112083.429688 Penalty: 2488.463379
	Iteration 23Q: 3 clusters Score -112083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -112088.125000 Penalty: 2488.463379
	Iteration 24Q: 3 clusters Score -112088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -112090.773438 Penalty: 2488.463379
	Iteration 25Q: 3 clusters Score -112090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -112094.289062 Penalty: 2488.463379
	Iteration 26Q: 3 clusters Score -112094.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -112102.203125 Penalty: 2488.463379
	Iteration 27Q: 3 clusters Score -112102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -112109.054688 Penalty: 2488.463379
	Iteration 28Q: 3 clusters Score -112109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -112115.265625 Penalty: 2488.463379
	Iteration 29Q: 3 clusters Score -112115.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -112123.531250 Penalty: 2488.463379
	Iteration 30Q: 3 clusters Score -112123.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -112130.507812 Penalty: 2488.463379
	Iteration 31Q: 3 clusters Score -112130.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -112147.140625 Penalty: 2488.463379
	Iteration 32Q: 3 clusters Score -112147.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -112168.007812 Penalty: 2488.463379
	Iteration 33Q: 3 clusters Score -112168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -112186.140625 Penalty: 2488.463379
	Iteration 34Q: 3 clusters Score -112186.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -112192.890625 Penalty: 2488.463379
	Iteration 35Q: 3 clusters Score -112192.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -112199.328125 Penalty: 2488.463379
	Iteration 36Q: 3 clusters Score -112199.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -112203.968750 Penalty: 2488.463379
	Iteration 37Q: 3 clusters Score -112204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -112206.773438 Penalty: 2488.463379
	Iteration 38Q: 3 clusters Score -112206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -112212.125000 Penalty: 2488.463379
	Iteration 39Q: 3 clusters Score -112212.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -112219.445312 Penalty: 2488.463379
	Iteration 40F: 3 clusters Score -112219.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -112224.664062 Penalty: 2488.463379
	Iteration 41Q: 3 clusters Score -112224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -112226.398438 Penalty: 2488.463379
	Iteration 42Q: 3 clusters Score -112226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -112227.437500 Penalty: 2488.463379
	Iteration 43Q: 3 clusters Score -112227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -112230.601562 Penalty: 2488.463379
	Iteration 44Q: 3 clusters Score -112230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -112231.289062 Penalty: 2488.463379
	Iteration 45Q: 3 clusters Score -112231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -112232.156250 Penalty: 2488.463379
	Iteration 46Q: 3 clusters Score -112232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -112233.484375 Penalty: 2488.463379
	Iteration 47Q: 3 clusters Score -112233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -112234.359375 Penalty: 2488.463379
	Iteration 48Q: 3 clusters Score -112234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -112236.039062 Penalty: 2488.463379
	Iteration 49Q: 3 clusters Score -112236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -112236.210938 Penalty: 2488.463379
	Iteration 50Q: 3 clusters Score -112236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -112236.421875 Penalty: 2488.463379
	Iteration 51Q: 3 clusters Score -112236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -112236.421875 Penalty: 2488.463379
	Iteration 52F: 3 clusters Score -112236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -253898.359375 Penalty: 1364.044678
	Iteration 0F: 2 clusters Score -253898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -250271.843750 Penalty: 2728.089355
	Iteration 0F: 3 clusters Score -250271.8 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -251308.437500 Penalty: 2728.089355
	Iteration 1F: 3 clusters Score -251308.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -251681.953125 Penalty: 2728.089355
	Iteration 2F: 3 clusters Score -251682 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -252140.234375 Penalty: 2728.089355
	Iteration 3F: 3 clusters Score -252140.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -252637.328125 Penalty: 2728.089355
	Iteration 4F: 3 clusters Score -252637.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -253136.203125 Penalty: 2728.089355
	Iteration 5F: 3 clusters Score -253136.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -253509.406250 Penalty: 2728.089355
	Iteration 6F: 3 clusters Score -253509.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -253778.531250 Penalty: 2728.089355
	Iteration 7F: 3 clusters Score -253778.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -253932.781250 Penalty: 2728.089355
	Iteration 8Q: 3 clusters Score -253932.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -254057.625000 Penalty: 2728.089355
	Iteration 9Q: 3 clusters Score -254057.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -254146.484375 Penalty: 2728.089355
	Iteration 10Q: 3 clusters Score -254146.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -254196.062500 Penalty: 2728.089355
	Iteration 11Q: 3 clusters Score -254196.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -254219.125000 Penalty: 2728.089355
	Iteration 12Q: 3 clusters Score -254219.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -254232.328125 Penalty: 2728.089355
	Iteration 13Q: 3 clusters Score -254232.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -254239.937500 Penalty: 2728.089355
	Iteration 14Q: 3 clusters Score -254239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -254244.828125 Penalty: 2728.089355
	Iteration 15Q: 3 clusters Score -254244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -254249.296875 Penalty: 2728.089355
	Iteration 16Q: 3 clusters Score -254249.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -254253.093750 Penalty: 2728.089355
	Iteration 17Q: 3 clusters Score -254253.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -254256.156250 Penalty: 2728.089355
	Iteration 18Q: 3 clusters Score -254256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -254258.218750 Penalty: 2728.089355
	Iteration 19Q: 3 clusters Score -254258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -254258.687500 Penalty: 2728.089355
	Iteration 20F: 3 clusters Score -254258.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -254259.125000 Penalty: 2728.089355
	Iteration 21Q: 3 clusters Score -254259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -254260.265625 Penalty: 2728.089355
	Iteration 22Q: 3 clusters Score -254260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -254260.656250 Penalty: 2728.089355
	Iteration 23Q: 3 clusters Score -254260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -254260.656250 Penalty: 2728.089355
	Iteration 24F: 3 clusters Score -254260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 105592 members 
Mstep: Class 4 contains 8545 members 
Mstep: Class 5 contains 14381 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 140141 members 
Mstep: Class 12 contains 43166 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 89023 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 36457 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 41334 members 
Mstep: Class 25 contains 18527 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 9512 members 
Mstep: Class 30 contains 3264 members 
Entering Unmasked Estep 
Score: -34146488.000000 Penalty: 65047.898438
Splitting cluster 17 changes total score from -34146900.000000 to -34146488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Entering Unmasked Estep 
Score: -616988.937500 Penalty: 1512.197632
	Iteration 0F: 2 clusters Score -616988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -609220.062500 Penalty: 3024.395264
	Iteration 0F: 3 clusters Score -609220.1 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -611802.125000 Penalty: 3024.395264
	Iteration 1F: 3 clusters Score -611802.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -612193.875000 Penalty: 3024.395264
	Iteration 2F: 3 clusters Score -612193.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -612569.562500 Penalty: 3024.395264
	Iteration 3F: 3 clusters Score -612569.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -612939.625000 Penalty: 3024.395264
	Iteration 4F: 3 clusters Score -612939.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -613321.812500 Penalty: 3024.395264
	Iteration 5F: 3 clusters Score -613321.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -613712.375000 Penalty: 3024.395264
	Iteration 6F: 3 clusters Score -613712.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -614075.750000 Penalty: 3024.395264
	Iteration 7F: 3 clusters Score -614075.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -614432.687500 Penalty: 3024.395264
	Iteration 8Q: 3 clusters Score -614432.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -614756.562500 Penalty: 3024.395264
	Iteration 9Q: 3 clusters Score -614756.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -615045.437500 Penalty: 3024.395264
	Iteration 10Q: 3 clusters Score -615045.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -615294.625000 Penalty: 3024.395264
	Iteration 11Q: 3 clusters Score -615294.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -615502.375000 Penalty: 3024.395264
	Iteration 12Q: 3 clusters Score -615502.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -615713.562500 Penalty: 3024.395264
	Iteration 13Q: 3 clusters Score -615713.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -615879.000000 Penalty: 3024.395264
	Iteration 14Q: 3 clusters Score -615879 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -615982.437500 Penalty: 3024.395264
	Iteration 15Q: 3 clusters Score -615982.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -616040.062500 Penalty: 3024.395264
	Iteration 16Q: 3 clusters Score -616040.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -616071.750000 Penalty: 3024.395264
	Iteration 17Q: 3 clusters Score -616071.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -616099.812500 Penalty: 3024.395264
	Iteration 18Q: 3 clusters Score -616099.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -616120.625000 Penalty: 3024.395264
	Iteration 19Q: 3 clusters Score -616120.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -616144.937500 Penalty: 3024.395264
	Iteration 20F: 3 clusters Score -616144.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -616160.062500 Penalty: 3024.395264
	Iteration 21Q: 3 clusters Score -616160.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -616173.250000 Penalty: 3024.395264
	Iteration 22Q: 3 clusters Score -616173.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -616179.875000 Penalty: 3024.395264
	Iteration 23Q: 3 clusters Score -616179.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -616185.375000 Penalty: 3024.395264
	Iteration 24Q: 3 clusters Score -616185.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -616190.187500 Penalty: 3024.395264
	Iteration 25Q: 3 clusters Score -616190.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -616200.500000 Penalty: 3024.395264
	Iteration 26Q: 3 clusters Score -616200.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -616203.562500 Penalty: 3024.395264
	Iteration 27Q: 3 clusters Score -616203.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -616208.562500 Penalty: 3024.395264
	Iteration 28Q: 3 clusters Score -616208.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -616215.875000 Penalty: 3024.395264
	Iteration 29Q: 3 clusters Score -616215.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -616216.562500 Penalty: 3024.395264
	Iteration 30Q: 3 clusters Score -616216.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -616221.062500 Penalty: 3024.395264
	Iteration 31Q: 3 clusters Score -616221.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -616228.937500 Penalty: 3024.395264
	Iteration 32Q: 3 clusters Score -616228.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -616233.250000 Penalty: 3024.395264
	Iteration 33Q: 3 clusters Score -616233.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -616238.687500 Penalty: 3024.395264
	Iteration 34Q: 3 clusters Score -616238.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -616246.250000 Penalty: 3024.395264
	Iteration 35Q: 3 clusters Score -616246.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -616248.500000 Penalty: 3024.395264
	Iteration 36Q: 3 clusters Score -616248.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -616253.000000 Penalty: 3024.395264
	Iteration 37Q: 3 clusters Score -616253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -616256.250000 Penalty: 3024.395264
	Iteration 38Q: 3 clusters Score -616256.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -616257.750000 Penalty: 3024.395264
	Iteration 39Q: 3 clusters Score -616257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -616258.062500 Penalty: 3024.395264
	Iteration 40F: 3 clusters Score -616258.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -616262.625000 Penalty: 3024.395264
	Iteration 41Q: 3 clusters Score -616262.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -616263.625000 Penalty: 3024.395264
	Iteration 42Q: 3 clusters Score -616263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -616264.750000 Penalty: 3024.395264
	Iteration 43Q: 3 clusters Score -616264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -616265.500000 Penalty: 3024.395264
	Iteration 44Q: 3 clusters Score -616265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -616266.250000 Penalty: 3024.395264
	Iteration 45Q: 3 clusters Score -616266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -616268.750000 Penalty: 3024.395264
	Iteration 46Q: 3 clusters Score -616268.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -616270.562500 Penalty: 3024.395264
	Iteration 47Q: 3 clusters Score -616270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -616271.812500 Penalty: 3024.395264
	Iteration 48Q: 3 clusters Score -616271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -616272.437500 Penalty: 3024.395264
	Iteration 49Q: 3 clusters Score -616272.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -616272.437500 Penalty: 3024.395264
	Iteration 50F: 3 clusters Score -616272.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Entering Unmasked Estep 
Score: -445979.000000 Penalty: 1457.881104
	Iteration 0F: 2 clusters Score -445979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -440204.125000 Penalty: 2915.762207
	Iteration 0F: 3 clusters Score -440204.1 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -442100.937500 Penalty: 2915.762207
	Iteration 1F: 3 clusters Score -442100.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -442422.625000 Penalty: 2915.762207
	Iteration 2F: 3 clusters Score -442422.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -442737.156250 Penalty: 2915.762207
	Iteration 3F: 3 clusters Score -442737.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -443072.687500 Penalty: 2915.762207
	Iteration 4F: 3 clusters Score -443072.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -443448.906250 Penalty: 2915.762207
	Iteration 5F: 3 clusters Score -443448.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -443829.750000 Penalty: 2915.762207
	Iteration 6F: 3 clusters Score -443829.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -444203.187500 Penalty: 2915.762207
	Iteration 7F: 3 clusters Score -444203.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -444506.437500 Penalty: 2915.762207
	Iteration 8Q: 3 clusters Score -444506.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -444705.031250 Penalty: 2915.762207
	Iteration 9Q: 3 clusters Score -444705 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -444821.187500 Penalty: 2915.762207
	Iteration 10Q: 3 clusters Score -444821.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -444866.625000 Penalty: 2915.762207
	Iteration 11Q: 3 clusters Score -444866.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -444893.000000 Penalty: 2915.762207
	Iteration 12Q: 3 clusters Score -444893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -444909.468750 Penalty: 2915.762207
	Iteration 13Q: 3 clusters Score -444909.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -444918.531250 Penalty: 2915.762207
	Iteration 14Q: 3 clusters Score -444918.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -444922.593750 Penalty: 2915.762207
	Iteration 15Q: 3 clusters Score -444922.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -444928.031250 Penalty: 2915.762207
	Iteration 16Q: 3 clusters Score -444928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -444930.625000 Penalty: 2915.762207
	Iteration 17Q: 3 clusters Score -444930.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -444933.625000 Penalty: 2915.762207
	Iteration 18Q: 3 clusters Score -444933.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -444936.000000 Penalty: 2915.762207
	Iteration 19Q: 3 clusters Score -444936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -444939.468750 Penalty: 2915.762207
	Iteration 20F: 3 clusters Score -444939.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -444939.968750 Penalty: 2915.762207
	Iteration 21Q: 3 clusters Score -444940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -444942.812500 Penalty: 2915.762207
	Iteration 22Q: 3 clusters Score -444942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -444943.343750 Penalty: 2915.762207
	Iteration 23Q: 3 clusters Score -444943.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -444945.062500 Penalty: 2915.762207
	Iteration 24Q: 3 clusters Score -444945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -444944.468750 Penalty: 2915.762207
	Iteration 25Q: 3 clusters Score -444944.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -444944.781250 Penalty: 2915.762207
	Iteration 26Q: 3 clusters Score -444944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -444946.562500 Penalty: 2915.762207
	Iteration 27Q: 3 clusters Score -444946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -444945.968750 Penalty: 2915.762207
	Iteration 28Q: 3 clusters Score -444946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -444945.812500 Penalty: 2915.762207
	Iteration 29Q: 3 clusters Score -444945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -444947.031250 Penalty: 2915.762207
	Iteration 30Q: 3 clusters Score -444947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -444947.656250 Penalty: 2915.762207
	Iteration 31Q: 3 clusters Score -444947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -444947.656250 Penalty: 2915.762207
	Iteration 32F: 3 clusters Score -444947.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Entering Unmasked Estep 
Score: -2139862.250000 Penalty: 1706.881958
	Iteration 0F: 2 clusters Score -2139862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2115388.500000 Penalty: 3413.763916
	Iteration 0F: 3 clusters Score -2115388 nChanged 16927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2124712.750000 Penalty: 3413.763916
	Iteration 1F: 3 clusters Score -2124713 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2125164.750000 Penalty: 3413.763916
	Iteration 2Q: 3 clusters Score -2125165 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2125718.000000 Penalty: 3413.763916
	Iteration 3Q: 3 clusters Score -2125718 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2126520.000000 Penalty: 3413.763916
	Iteration 4F: 3 clusters Score -2126520 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2127648.000000 Penalty: 3413.763916
	Iteration 5F: 3 clusters Score -2127648 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2129288.250000 Penalty: 3413.763916
	Iteration 6F: 3 clusters Score -2129288 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2131391.000000 Penalty: 3413.763916
	Iteration 7F: 3 clusters Score -2131391 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2133637.250000 Penalty: 3413.763916
	Iteration 8F: 3 clusters Score -2133637 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2135651.500000 Penalty: 3413.763916
	Iteration 9F: 3 clusters Score -2135652 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2137093.000000 Penalty: 3413.763916
	Iteration 10Q: 3 clusters Score -2137093 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2137813.000000 Penalty: 3413.763916
	Iteration 11Q: 3 clusters Score -2137813 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2138088.000000 Penalty: 3413.763916
	Iteration 12Q: 3 clusters Score -2138088 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2138215.000000 Penalty: 3413.763916
	Iteration 13Q: 3 clusters Score -2138215 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2138299.500000 Penalty: 3413.763916
	Iteration 14Q: 3 clusters Score -2138300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2138355.500000 Penalty: 3413.763916
	Iteration 15Q: 3 clusters Score -2138356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2138383.750000 Penalty: 3413.763916
	Iteration 16Q: 3 clusters Score -2138384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2138401.750000 Penalty: 3413.763916
	Iteration 17Q: 3 clusters Score -2138402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2138417.000000 Penalty: 3413.763916
	Iteration 18Q: 3 clusters Score -2138417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2138420.500000 Penalty: 3413.763916
	Iteration 19Q: 3 clusters Score -2138420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2138423.750000 Penalty: 3413.763916
	Iteration 20F: 3 clusters Score -2138424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2138428.000000 Penalty: 3413.763916
	Iteration 21Q: 3 clusters Score -2138428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2138430.750000 Penalty: 3413.763916
	Iteration 22Q: 3 clusters Score -2138431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2138432.500000 Penalty: 3413.763916
	Iteration 23Q: 3 clusters Score -2138432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2138431.750000 Penalty: 3413.763916
	Iteration 24Q: 3 clusters Score -2138432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2138432.000000 Penalty: 3413.763916
	Iteration 25Q: 3 clusters Score -2138432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2138435.000000 Penalty: 3413.763916
	Iteration 26Q: 3 clusters Score -2138435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2138436.750000 Penalty: 3413.763916
	Iteration 27Q: 3 clusters Score -2138437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2138435.250000 Penalty: 3413.763916
	Iteration 28Q: 3 clusters Score -2138435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2138441.750000 Penalty: 3413.763916
	Iteration 29Q: 3 clusters Score -2138442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2138442.000000 Penalty: 3413.763916
	Iteration 30Q: 3 clusters Score -2138442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2138442.000000 Penalty: 3413.763916
	Iteration 31Q: 3 clusters Score -2138442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2138445.000000 Penalty: 3413.763916
	Iteration 32Q: 3 clusters Score -2138445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2138446.000000 Penalty: 3413.763916
	Iteration 33Q: 3 clusters Score -2138446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2138450.250000 Penalty: 3413.763916
	Iteration 34Q: 3 clusters Score -2138450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2138451.250000 Penalty: 3413.763916
	Iteration 35Q: 3 clusters Score -2138451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2138451.000000 Penalty: 3413.763916
	Iteration 36Q: 3 clusters Score -2138451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2138456.250000 Penalty: 3413.763916
	Iteration 37Q: 3 clusters Score -2138456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2138454.750000 Penalty: 3413.763916
	Iteration 38Q: 3 clusters Score -2138455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2138459.500000 Penalty: 3413.763916
	Iteration 39Q: 3 clusters Score -2138460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2138459.500000 Penalty: 3413.763916
	Iteration 40F: 3 clusters Score -2138460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -213790.515625 Penalty: 1379.094360
	Iteration 0F: 2 clusters Score -213790.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -209863.687500 Penalty: 2758.188721
	Iteration 0F: 3 clusters Score -209863.7 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -211058.578125 Penalty: 2758.188721
	Iteration 1F: 3 clusters Score -211058.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -211526.890625 Penalty: 2758.188721
	Iteration 2F: 3 clusters Score -211526.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -211879.609375 Penalty: 2758.188721
	Iteration 3F: 3 clusters Score -211879.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -212144.984375 Penalty: 2758.188721
	Iteration 4F: 3 clusters Score -212145 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -212366.421875 Penalty: 2758.188721
	Iteration 5F: 3 clusters Score -212366.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -212564.062500 Penalty: 2758.188721
	Iteration 6F: 3 clusters Score -212564.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -212704.859375 Penalty: 2758.188721
	Iteration 7Q: 3 clusters Score -212704.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -212809.109375 Penalty: 2758.188721
	Iteration 8Q: 3 clusters Score -212809.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -212881.546875 Penalty: 2758.188721
	Iteration 9Q: 3 clusters Score -212881.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -212940.312500 Penalty: 2758.188721
	Iteration 10Q: 3 clusters Score -212940.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -212988.781250 Penalty: 2758.188721
	Iteration 11Q: 3 clusters Score -212988.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -213031.562500 Penalty: 2758.188721
	Iteration 12Q: 3 clusters Score -213031.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -213066.781250 Penalty: 2758.188721
	Iteration 13Q: 3 clusters Score -213066.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -213089.343750 Penalty: 2758.188721
	Iteration 14Q: 3 clusters Score -213089.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -213107.156250 Penalty: 2758.188721
	Iteration 15Q: 3 clusters Score -213107.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -213123.562500 Penalty: 2758.188721
	Iteration 16Q: 3 clusters Score -213123.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -213136.203125 Penalty: 2758.188721
	Iteration 17Q: 3 clusters Score -213136.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -213145.000000 Penalty: 2758.188721
	Iteration 18Q: 3 clusters Score -213145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -213150.265625 Penalty: 2758.188721
	Iteration 19Q: 3 clusters Score -213150.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -213156.593750 Penalty: 2758.188721
	Iteration 20F: 3 clusters Score -213156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -213160.843750 Penalty: 2758.188721
	Iteration 21Q: 3 clusters Score -213160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -213161.781250 Penalty: 2758.188721
	Iteration 22Q: 3 clusters Score -213161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -213162.515625 Penalty: 2758.188721
	Iteration 23Q: 3 clusters Score -213162.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -213162.515625 Penalty: 2758.188721
	Iteration 24F: 3 clusters Score -213162.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Entering Unmasked Estep 
Score: -574027.312500 Penalty: 1508.462646
	Iteration 0F: 2 clusters Score -574027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -566304.125000 Penalty: 3016.925293
	Iteration 0F: 3 clusters Score -566304.1 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -568968.687500 Penalty: 3016.925293
	Iteration 1F: 3 clusters Score -568968.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -569316.062500 Penalty: 3016.925293
	Iteration 2F: 3 clusters Score -569316.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -569581.125000 Penalty: 3016.925293
	Iteration 3F: 3 clusters Score -569581.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -569840.875000 Penalty: 3016.925293
	Iteration 4Q: 3 clusters Score -569840.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -570126.500000 Penalty: 3016.925293
	Iteration 5Q: 3 clusters Score -570126.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -570474.937500 Penalty: 3016.925293
	Iteration 6Q: 3 clusters Score -570474.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -570840.062500 Penalty: 3016.925293
	Iteration 7Q: 3 clusters Score -570840.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -571199.187500 Penalty: 3016.925293
	Iteration 8Q: 3 clusters Score -571199.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -571501.062500 Penalty: 3016.925293
	Iteration 9Q: 3 clusters Score -571501.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -571689.812500 Penalty: 3016.925293
	Iteration 10Q: 3 clusters Score -571689.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -571846.062500 Penalty: 3016.925293
	Iteration 11Q: 3 clusters Score -571846.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -571962.875000 Penalty: 3016.925293
	Iteration 12Q: 3 clusters Score -571962.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -572036.937500 Penalty: 3016.925293
	Iteration 13Q: 3 clusters Score -572036.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -572092.312500 Penalty: 3016.925293
	Iteration 14Q: 3 clusters Score -572092.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -572135.500000 Penalty: 3016.925293
	Iteration 15Q: 3 clusters Score -572135.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -572177.250000 Penalty: 3016.925293
	Iteration 16Q: 3 clusters Score -572177.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -572215.500000 Penalty: 3016.925293
	Iteration 17Q: 3 clusters Score -572215.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -572246.125000 Penalty: 3016.925293
	Iteration 18Q: 3 clusters Score -572246.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -572273.750000 Penalty: 3016.925293
	Iteration 19Q: 3 clusters Score -572273.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -572294.062500 Penalty: 3016.925293
	Iteration 20F: 3 clusters Score -572294.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -572314.437500 Penalty: 3016.925293
	Iteration 21Q: 3 clusters Score -572314.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -572328.875000 Penalty: 3016.925293
	Iteration 22Q: 3 clusters Score -572328.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -572337.000000 Penalty: 3016.925293
	Iteration 23Q: 3 clusters Score -572337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -572343.062500 Penalty: 3016.925293
	Iteration 24Q: 3 clusters Score -572343.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -572351.125000 Penalty: 3016.925293
	Iteration 25Q: 3 clusters Score -572351.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -572361.875000 Penalty: 3016.925293
	Iteration 26Q: 3 clusters Score -572361.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -572373.750000 Penalty: 3016.925293
	Iteration 27Q: 3 clusters Score -572373.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -572385.937500 Penalty: 3016.925293
	Iteration 28Q: 3 clusters Score -572385.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -572396.125000 Penalty: 3016.925293
	Iteration 29Q: 3 clusters Score -572396.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -572410.312500 Penalty: 3016.925293
	Iteration 30Q: 3 clusters Score -572410.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -572423.937500 Penalty: 3016.925293
	Iteration 31Q: 3 clusters Score -572423.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -572442.000000 Penalty: 3016.925293
	Iteration 32Q: 3 clusters Score -572442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -572459.750000 Penalty: 3016.925293
	Iteration 33Q: 3 clusters Score -572459.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -572480.562500 Penalty: 3016.925293
	Iteration 34Q: 3 clusters Score -572480.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -572499.875000 Penalty: 3016.925293
	Iteration 35Q: 3 clusters Score -572499.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -572520.187500 Penalty: 3016.925293
	Iteration 36Q: 3 clusters Score -572520.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -572537.312500 Penalty: 3016.925293
	Iteration 37Q: 3 clusters Score -572537.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -572554.187500 Penalty: 3016.925293
	Iteration 38Q: 3 clusters Score -572554.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -572566.562500 Penalty: 3016.925293
	Iteration 39Q: 3 clusters Score -572566.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -572580.937500 Penalty: 3016.925293
	Iteration 40F: 3 clusters Score -572580.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -572596.687500 Penalty: 3016.925293
	Iteration 41Q: 3 clusters Score -572596.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -572610.187500 Penalty: 3016.925293
	Iteration 42Q: 3 clusters Score -572610.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -572620.062500 Penalty: 3016.925293
	Iteration 43Q: 3 clusters Score -572620.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -572633.000000 Penalty: 3016.925293
	Iteration 44Q: 3 clusters Score -572633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -572644.500000 Penalty: 3016.925293
	Iteration 45Q: 3 clusters Score -572644.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -572655.687500 Penalty: 3016.925293
	Iteration 46Q: 3 clusters Score -572655.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -572670.312500 Penalty: 3016.925293
	Iteration 47Q: 3 clusters Score -572670.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -572685.625000 Penalty: 3016.925293
	Iteration 48Q: 3 clusters Score -572685.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -572703.562500 Penalty: 3016.925293
	Iteration 49Q: 3 clusters Score -572703.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -572725.312500 Penalty: 3016.925293
	Iteration 50Q: 3 clusters Score -572725.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -572747.937500 Penalty: 3016.925293
	Iteration 51Q: 3 clusters Score -572747.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -572769.562500 Penalty: 3016.925293
	Iteration 52Q: 3 clusters Score -572769.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -572794.812500 Penalty: 3016.925293
	Iteration 53Q: 3 clusters Score -572794.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -572816.062500 Penalty: 3016.925293
	Iteration 54Q: 3 clusters Score -572816.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -572836.812500 Penalty: 3016.925293
	Iteration 55Q: 3 clusters Score -572836.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -572859.187500 Penalty: 3016.925293
	Iteration 56Q: 3 clusters Score -572859.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -572885.062500 Penalty: 3016.925293
	Iteration 57Q: 3 clusters Score -572885.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -572911.187500 Penalty: 3016.925293
	Iteration 58Q: 3 clusters Score -572911.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -572946.375000 Penalty: 3016.925293
	Iteration 59Q: 3 clusters Score -572946.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -572985.500000 Penalty: 3016.925293
	Iteration 60F: 3 clusters Score -572985.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -573026.750000 Penalty: 3016.925293
	Iteration 61Q: 3 clusters Score -573026.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -573064.187500 Penalty: 3016.925293
	Iteration 62Q: 3 clusters Score -573064.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -573102.062500 Penalty: 3016.925293
	Iteration 63Q: 3 clusters Score -573102.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -573135.937500 Penalty: 3016.925293
	Iteration 64Q: 3 clusters Score -573135.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -573180.437500 Penalty: 3016.925293
	Iteration 65Q: 3 clusters Score -573180.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -573216.437500 Penalty: 3016.925293
	Iteration 66Q: 3 clusters Score -573216.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -573253.625000 Penalty: 3016.925293
	Iteration 67Q: 3 clusters Score -573253.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -573286.187500 Penalty: 3016.925293
	Iteration 68Q: 3 clusters Score -573286.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -573309.437500 Penalty: 3016.925293
	Iteration 69Q: 3 clusters Score -573309.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -573336.812500 Penalty: 3016.925293
	Iteration 70Q: 3 clusters Score -573336.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -573354.500000 Penalty: 3016.925293
	Iteration 71Q: 3 clusters Score -573354.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -573368.562500 Penalty: 3016.925293
	Iteration 72Q: 3 clusters Score -573368.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -573375.937500 Penalty: 3016.925293
	Iteration 73Q: 3 clusters Score -573375.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -573379.625000 Penalty: 3016.925293
	Iteration 74Q: 3 clusters Score -573379.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -573385.000000 Penalty: 3016.925293
	Iteration 75Q: 3 clusters Score -573385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -573389.812500 Penalty: 3016.925293
	Iteration 76Q: 3 clusters Score -573389.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -573392.812500 Penalty: 3016.925293
	Iteration 77Q: 3 clusters Score -573392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -573394.875000 Penalty: 3016.925293
	Iteration 78Q: 3 clusters Score -573394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -573395.937500 Penalty: 3016.925293
	Iteration 79Q: 3 clusters Score -573395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -573397.437500 Penalty: 3016.925293
	Iteration 80F: 3 clusters Score -573397.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -573400.687500 Penalty: 3016.925293
	Iteration 81Q: 3 clusters Score -573400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -573402.187500 Penalty: 3016.925293
	Iteration 82Q: 3 clusters Score -573402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -573401.437500 Penalty: 3016.925293
	Iteration 83Q: 3 clusters Score -573401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -573402.187500 Penalty: 3016.925293
	Iteration 84Q: 3 clusters Score -573402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -573403.187500 Penalty: 3016.925293
	Iteration 85Q: 3 clusters Score -573403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -573403.437500 Penalty: 3016.925293
	Iteration 86Q: 3 clusters Score -573403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -573403.687500 Penalty: 3016.925293
	Iteration 87Q: 3 clusters Score -573403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -573403.687500 Penalty: 3016.925293
	Iteration 88F: 3 clusters Score -573403.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -216734.000000 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -216734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -213361.671875 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -213361.7 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -214261.046875 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -214261 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -214457.734375 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -214457.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -214646.078125 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -214646.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -214809.531250 Penalty: 2703.194580
	Iteration 4F: 3 clusters Score -214809.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -214974.890625 Penalty: 2703.194580
	Iteration 5Q: 3 clusters Score -214974.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -215143.171875 Penalty: 2703.194580
	Iteration 6Q: 3 clusters Score -215143.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -215362.453125 Penalty: 2703.194580
	Iteration 7F: 3 clusters Score -215362.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -215593.500000 Penalty: 2703.194580
	Iteration 8F: 3 clusters Score -215593.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -215770.171875 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -215770.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -215893.468750 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -215893.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -215986.203125 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -215986.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -216053.500000 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -216053.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -216103.546875 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -216103.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -216145.750000 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -216145.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -216183.062500 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -216183.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -216208.140625 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -216208.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -216229.046875 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -216229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -216249.687500 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -216249.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -216271.265625 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -216271.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -216284.000000 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -216284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -216295.781250 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -216295.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -216308.015625 Penalty: 2703.194580
	Iteration 22Q: 3 clusters Score -216308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -216319.453125 Penalty: 2703.194580
	Iteration 23Q: 3 clusters Score -216319.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -216328.640625 Penalty: 2703.194580
	Iteration 24Q: 3 clusters Score -216328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -216333.109375 Penalty: 2703.194580
	Iteration 25Q: 3 clusters Score -216333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -216339.953125 Penalty: 2703.194580
	Iteration 26Q: 3 clusters Score -216340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -216344.125000 Penalty: 2703.194580
	Iteration 27Q: 3 clusters Score -216344.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -216348.125000 Penalty: 2703.194580
	Iteration 28Q: 3 clusters Score -216348.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -216351.125000 Penalty: 2703.194580
	Iteration 29Q: 3 clusters Score -216351.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -216359.906250 Penalty: 2703.194580
	Iteration 30Q: 3 clusters Score -216359.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -216369.437500 Penalty: 2703.194580
	Iteration 31Q: 3 clusters Score -216369.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -216378.796875 Penalty: 2703.194580
	Iteration 32Q: 3 clusters Score -216378.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -216390.875000 Penalty: 2703.194580
	Iteration 33Q: 3 clusters Score -216390.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -216405.609375 Penalty: 2703.194580
	Iteration 34Q: 3 clusters Score -216405.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -216418.968750 Penalty: 2703.194580
	Iteration 35Q: 3 clusters Score -216419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -216423.718750 Penalty: 2703.194580
	Iteration 36Q: 3 clusters Score -216423.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -216430.359375 Penalty: 2703.194580
	Iteration 37Q: 3 clusters Score -216430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -216436.453125 Penalty: 2703.194580
	Iteration 38Q: 3 clusters Score -216436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -216439.328125 Penalty: 2703.194580
	Iteration 39Q: 3 clusters Score -216439.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -216442.015625 Penalty: 2703.194580
	Iteration 40F: 3 clusters Score -216442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -216441.875000 Penalty: 2703.194580
	Iteration 41Q: 3 clusters Score -216441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -216443.953125 Penalty: 2703.194580
	Iteration 42Q: 3 clusters Score -216444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -216445.015625 Penalty: 2703.194580
	Iteration 43Q: 3 clusters Score -216445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -216445.640625 Penalty: 2703.194580
	Iteration 44Q: 3 clusters Score -216445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -216445.593750 Penalty: 2703.194580
	Iteration 45Q: 3 clusters Score -216445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -216446.421875 Penalty: 2703.194580
	Iteration 46Q: 3 clusters Score -216446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -216446.656250 Penalty: 2703.194580
	Iteration 47Q: 3 clusters Score -216446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -216447.484375 Penalty: 2703.194580
	Iteration 48Q: 3 clusters Score -216447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -216447.625000 Penalty: 2703.194580
	Iteration 49Q: 3 clusters Score -216447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -216447.625000 Penalty: 2703.194580
	Iteration 50F: 3 clusters Score -216447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Entering Unmasked Estep 
Score: -2387349.750000 Penalty: 1727.284058
	Iteration 0F: 2 clusters Score -2387350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2359639.500000 Penalty: 3454.568115
	Iteration 0F: 3 clusters Score -2359640 nChanged 19138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2370561.250000 Penalty: 3454.568115
	Iteration 1F: 3 clusters Score -2370561 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2370944.250000 Penalty: 3454.568115
	Iteration 2Q: 3 clusters Score -2370944 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2371334.750000 Penalty: 3454.568115
	Iteration 3Q: 3 clusters Score -2371335 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2371853.500000 Penalty: 3454.568115
	Iteration 4Q: 3 clusters Score -2371854 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2372531.750000 Penalty: 3454.568115
	Iteration 5Q: 3 clusters Score -2372532 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -2373557.250000 Penalty: 3454.568115
	Iteration 6Q: 3 clusters Score -2373557 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -2375042.500000 Penalty: 3454.568115
	Iteration 7F: 3 clusters Score -2375042 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -2377129.000000 Penalty: 3454.568115
	Iteration 8F: 3 clusters Score -2377129 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -2379690.250000 Penalty: 3454.568115
	Iteration 9F: 3 clusters Score -2379690 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -2382061.000000 Penalty: 3454.568115
	Iteration 10F: 3 clusters Score -2382061 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -2383704.500000 Penalty: 3454.568115
	Iteration 11Q: 3 clusters Score -2383704 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -2384776.500000 Penalty: 3454.568115
	Iteration 12Q: 3 clusters Score -2384776 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -2385357.500000 Penalty: 3454.568115
	Iteration 13Q: 3 clusters Score -2385358 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -2385724.500000 Penalty: 3454.568115
	Iteration 14Q: 3 clusters Score -2385724 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -2385875.250000 Penalty: 3454.568115
	Iteration 15Q: 3 clusters Score -2385875 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -2385945.000000 Penalty: 3454.568115
	Iteration 16Q: 3 clusters Score -2385945 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -2386010.250000 Penalty: 3454.568115
	Iteration 17Q: 3 clusters Score -2386010 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -2386048.250000 Penalty: 3454.568115
	Iteration 18Q: 3 clusters Score -2386048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -2386075.500000 Penalty: 3454.568115
	Iteration 19Q: 3 clusters Score -2386076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -2386088.750000 Penalty: 3454.568115
	Iteration 20F: 3 clusters Score -2386089 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -2386105.000000 Penalty: 3454.568115
	Iteration 21Q: 3 clusters Score -2386105 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -2386117.250000 Penalty: 3454.568115
	Iteration 22Q: 3 clusters Score -2386117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -2386132.750000 Penalty: 3454.568115
	Iteration 23Q: 3 clusters Score -2386133 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -2386154.000000 Penalty: 3454.568115
	Iteration 24Q: 3 clusters Score -2386154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -2386163.750000 Penalty: 3454.568115
	Iteration 25Q: 3 clusters Score -2386164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -2386174.750000 Penalty: 3454.568115
	Iteration 26Q: 3 clusters Score -2386175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -2386178.250000 Penalty: 3454.568115
	Iteration 27Q: 3 clusters Score -2386178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -2386191.000000 Penalty: 3454.568115
	Iteration 28Q: 3 clusters Score -2386191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -2386197.750000 Penalty: 3454.568115
	Iteration 29Q: 3 clusters Score -2386198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -2386202.000000 Penalty: 3454.568115
	Iteration 30Q: 3 clusters Score -2386202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -2386219.250000 Penalty: 3454.568115
	Iteration 31Q: 3 clusters Score -2386219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -2386214.250000 Penalty: 3454.568115
	Iteration 32Q: 3 clusters Score -2386214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -2386213.750000 Penalty: 3454.568115
	Iteration 33Q: 3 clusters Score -2386214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -2386220.250000 Penalty: 3454.568115
	Iteration 34Q: 3 clusters Score -2386220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -2386220.500000 Penalty: 3454.568115
	Iteration 35Q: 3 clusters Score -2386220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -2386223.500000 Penalty: 3454.568115
	Iteration 36Q: 3 clusters Score -2386224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -2386225.250000 Penalty: 3454.568115
	Iteration 37Q: 3 clusters Score -2386225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -2386230.750000 Penalty: 3454.568115
	Iteration 38Q: 3 clusters Score -2386231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -2386228.750000 Penalty: 3454.568115
	Iteration 39Q: 3 clusters Score -2386229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -2386236.500000 Penalty: 3454.568115
	Iteration 40F: 3 clusters Score -2386236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -2386243.250000 Penalty: 3454.568115
	Iteration 41Q: 3 clusters Score -2386243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -2386242.000000 Penalty: 3454.568115
	Iteration 42Q: 3 clusters Score -2386242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -2386249.500000 Penalty: 3454.568115
	Iteration 43Q: 3 clusters Score -2386250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -2386252.000000 Penalty: 3454.568115
	Iteration 44Q: 3 clusters Score -2386252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -2386248.250000 Penalty: 3454.568115
	Iteration 45Q: 3 clusters Score -2386248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -2386250.500000 Penalty: 3454.568115
	Iteration 46Q: 3 clusters Score -2386250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -2386252.000000 Penalty: 3454.568115
	Iteration 47Q: 3 clusters Score -2386252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -2386256.250000 Penalty: 3454.568115
	Iteration 48Q: 3 clusters Score -2386256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -2386252.750000 Penalty: 3454.568115
	Iteration 49Q: 3 clusters Score -2386253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -2386256.500000 Penalty: 3454.568115
	Iteration 50Q: 3 clusters Score -2386256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -2386253.750000 Penalty: 3454.568115
	Iteration 51Q: 3 clusters Score -2386254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -2386254.500000 Penalty: 3454.568115
	Iteration 52Q: 3 clusters Score -2386254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -2386258.750000 Penalty: 3454.568115
	Iteration 53Q: 3 clusters Score -2386259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -2386259.000000 Penalty: 3454.568115
	Iteration 54Q: 3 clusters Score -2386259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -2386263.000000 Penalty: 3454.568115
	Iteration 55Q: 3 clusters Score -2386263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -2386263.750000 Penalty: 3454.568115
	Iteration 56Q: 3 clusters Score -2386264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -2386261.500000 Penalty: 3454.568115
	Iteration 57Q: 3 clusters Score -2386262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -2386265.250000 Penalty: 3454.568115
	Iteration 58Q: 3 clusters Score -2386265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -2386263.250000 Penalty: 3454.568115
	Iteration 59Q: 3 clusters Score -2386263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -2386263.250000 Penalty: 3454.568115
	Iteration 60F: 3 clusters Score -2386263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Entering Unmasked Estep 
Score: -1033668.187500 Penalty: 1596.885010
	Iteration 0F: 2 clusters Score -1033668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1020974.750000 Penalty: 3193.770020
	Iteration 0F: 3 clusters Score -1020975 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1025845.125000 Penalty: 3193.770020
	Iteration 1F: 3 clusters Score -1025845 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1026418.562500 Penalty: 3193.770020
	Iteration 2F: 3 clusters Score -1026419 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1027089.687500 Penalty: 3193.770020
	Iteration 3F: 3 clusters Score -1027090 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1027741.625000 Penalty: 3193.770020
	Iteration 4F: 3 clusters Score -1027742 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1028388.812500 Penalty: 3193.770020
	Iteration 5F: 3 clusters Score -1028389 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1029132.437500 Penalty: 3193.770020
	Iteration 6F: 3 clusters Score -1029132 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1029878.750000 Penalty: 3193.770020
	Iteration 7F: 3 clusters Score -1029879 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1030428.000000 Penalty: 3193.770020
	Iteration 8Q: 3 clusters Score -1030428 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1030780.812500 Penalty: 3193.770020
	Iteration 9Q: 3 clusters Score -1030781 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1030991.875000 Penalty: 3193.770020
	Iteration 10Q: 3 clusters Score -1030992 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1031131.250000 Penalty: 3193.770020
	Iteration 11Q: 3 clusters Score -1031131 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1031238.312500 Penalty: 3193.770020
	Iteration 12Q: 3 clusters Score -1031238 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1031319.437500 Penalty: 3193.770020
	Iteration 13Q: 3 clusters Score -1031319 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1031388.062500 Penalty: 3193.770020
	Iteration 14Q: 3 clusters Score -1031388 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1031443.187500 Penalty: 3193.770020
	Iteration 15Q: 3 clusters Score -1031443 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1031490.187500 Penalty: 3193.770020
	Iteration 16Q: 3 clusters Score -1031490 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1031533.375000 Penalty: 3193.770020
	Iteration 17Q: 3 clusters Score -1031533 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1031570.062500 Penalty: 3193.770020
	Iteration 18Q: 3 clusters Score -1031570 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1031607.187500 Penalty: 3193.770020
	Iteration 19Q: 3 clusters Score -1031607 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1031640.125000 Penalty: 3193.770020
	Iteration 20F: 3 clusters Score -1031640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1031695.875000 Penalty: 3193.770020
	Iteration 21Q: 3 clusters Score -1031696 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1031733.625000 Penalty: 3193.770020
	Iteration 22Q: 3 clusters Score -1031734 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1031775.750000 Penalty: 3193.770020
	Iteration 23Q: 3 clusters Score -1031776 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1031823.062500 Penalty: 3193.770020
	Iteration 24Q: 3 clusters Score -1031823 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1031855.500000 Penalty: 3193.770020
	Iteration 25Q: 3 clusters Score -1031856 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1031893.937500 Penalty: 3193.770020
	Iteration 26Q: 3 clusters Score -1031894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1031935.625000 Penalty: 3193.770020
	Iteration 27Q: 3 clusters Score -1031936 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1031986.062500 Penalty: 3193.770020
	Iteration 28Q: 3 clusters Score -1031986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1032033.625000 Penalty: 3193.770020
	Iteration 29Q: 3 clusters Score -1032034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1032083.312500 Penalty: 3193.770020
	Iteration 30Q: 3 clusters Score -1032083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1032137.437500 Penalty: 3193.770020
	Iteration 31Q: 3 clusters Score -1032137 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1032186.687500 Penalty: 3193.770020
	Iteration 32Q: 3 clusters Score -1032187 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -1032228.875000 Penalty: 3193.770020
	Iteration 33Q: 3 clusters Score -1032229 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1032280.687500 Penalty: 3193.770020
	Iteration 34Q: 3 clusters Score -1032281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1032335.375000 Penalty: 3193.770020
	Iteration 35Q: 3 clusters Score -1032335 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -1032366.500000 Penalty: 3193.770020
	Iteration 36Q: 3 clusters Score -1032366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1032389.125000 Penalty: 3193.770020
	Iteration 37Q: 3 clusters Score -1032389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1032408.375000 Penalty: 3193.770020
	Iteration 38Q: 3 clusters Score -1032408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1032430.437500 Penalty: 3193.770020
	Iteration 39Q: 3 clusters Score -1032430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1032445.375000 Penalty: 3193.770020
	Iteration 40F: 3 clusters Score -1032445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1032456.062500 Penalty: 3193.770020
	Iteration 41Q: 3 clusters Score -1032456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1032470.187500 Penalty: 3193.770020
	Iteration 42Q: 3 clusters Score -1032470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1032491.750000 Penalty: 3193.770020
	Iteration 43Q: 3 clusters Score -1032492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1032511.187500 Penalty: 3193.770020
	Iteration 44Q: 3 clusters Score -1032511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1032525.875000 Penalty: 3193.770020
	Iteration 45Q: 3 clusters Score -1032526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1032535.875000 Penalty: 3193.770020
	Iteration 46Q: 3 clusters Score -1032536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1032548.687500 Penalty: 3193.770020
	Iteration 47Q: 3 clusters Score -1032549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1032559.125000 Penalty: 3193.770020
	Iteration 48Q: 3 clusters Score -1032559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -1032568.625000 Penalty: 3193.770020
	Iteration 49Q: 3 clusters Score -1032569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1032570.937500 Penalty: 3193.770020
	Iteration 50Q: 3 clusters Score -1032571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1032577.812500 Penalty: 3193.770020
	Iteration 51Q: 3 clusters Score -1032578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1032586.062500 Penalty: 3193.770020
	Iteration 52Q: 3 clusters Score -1032586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1032592.062500 Penalty: 3193.770020
	Iteration 53Q: 3 clusters Score -1032592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1032594.062500 Penalty: 3193.770020
	Iteration 54Q: 3 clusters Score -1032594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1032595.812500 Penalty: 3193.770020
	Iteration 55Q: 3 clusters Score -1032596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1032598.375000 Penalty: 3193.770020
	Iteration 56Q: 3 clusters Score -1032598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1032598.875000 Penalty: 3193.770020
	Iteration 57Q: 3 clusters Score -1032599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1032601.312500 Penalty: 3193.770020
	Iteration 58Q: 3 clusters Score -1032601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1032604.937500 Penalty: 3193.770020
	Iteration 59Q: 3 clusters Score -1032605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1032606.750000 Penalty: 3193.770020
	Iteration 60F: 3 clusters Score -1032607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1032607.062500 Penalty: 3193.770020
	Iteration 61Q: 3 clusters Score -1032607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1032608.187500 Penalty: 3193.770020
	Iteration 62Q: 3 clusters Score -1032608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1032608.187500 Penalty: 3193.770020
	Iteration 63F: 3 clusters Score -1032608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -60601.847656 Penalty: 1149.406372
	Iteration 0F: 2 clusters Score -60601.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -59096.789062 Penalty: 2298.812744
	Iteration 0F: 3 clusters Score -59096.79 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59429.648438 Penalty: 2298.812744
	Iteration 1F: 3 clusters Score -59429.65 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -59586.878906 Penalty: 2298.812744
	Iteration 2F: 3 clusters Score -59586.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -59722.304688 Penalty: 2298.812744
	Iteration 3F: 3 clusters Score -59722.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -59847.679688 Penalty: 2298.812744
	Iteration 4F: 3 clusters Score -59847.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -59914.382812 Penalty: 2298.812744
	Iteration 5Q: 3 clusters Score -59914.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -59965.539062 Penalty: 2298.812744
	Iteration 6Q: 3 clusters Score -59965.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -59986.253906 Penalty: 2298.812744
	Iteration 7Q: 3 clusters Score -59986.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -60008.492188 Penalty: 2298.812744
	Iteration 8Q: 3 clusters Score -60008.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -60017.382812 Penalty: 2298.812744
	Iteration 9Q: 3 clusters Score -60017.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -60021.441406 Penalty: 2298.812744
	Iteration 10Q: 3 clusters Score -60021.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -60022.449219 Penalty: 2298.812744
	Iteration 11Q: 3 clusters Score -60022.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -60028.527344 Penalty: 2298.812744
	Iteration 12Q: 3 clusters Score -60028.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -60030.230469 Penalty: 2298.812744
	Iteration 13Q: 3 clusters Score -60030.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -60030.230469 Penalty: 2298.812744
	Iteration 14F: 3 clusters Score -60030.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Entering Unmasked Estep 
Score: -351580.531250 Penalty: 1425.750366
	Iteration 0F: 2 clusters Score -351580.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -346690.312500 Penalty: 2851.500732
	Iteration 0F: 3 clusters Score -346690.3 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -348165.781250 Penalty: 2851.500732
	Iteration 1F: 3 clusters Score -348165.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -348438.250000 Penalty: 2851.500732
	Iteration 2F: 3 clusters Score -348438.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -348646.625000 Penalty: 2851.500732
	Iteration 3F: 3 clusters Score -348646.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -348857.500000 Penalty: 2851.500732
	Iteration 4Q: 3 clusters Score -348857.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -349038.906250 Penalty: 2851.500732
	Iteration 5Q: 3 clusters Score -349038.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -349189.968750 Penalty: 2851.500732
	Iteration 6Q: 3 clusters Score -349190 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -349306.406250 Penalty: 2851.500732
	Iteration 7Q: 3 clusters Score -349306.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -349398.031250 Penalty: 2851.500732
	Iteration 8Q: 3 clusters Score -349398 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -349495.468750 Penalty: 2851.500732
	Iteration 9Q: 3 clusters Score -349495.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -349623.406250 Penalty: 2851.500732
	Iteration 10Q: 3 clusters Score -349623.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -349791.343750 Penalty: 2851.500732
	Iteration 11Q: 3 clusters Score -349791.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -349953.031250 Penalty: 2851.500732
	Iteration 12Q: 3 clusters Score -349953 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -350087.093750 Penalty: 2851.500732
	Iteration 13Q: 3 clusters Score -350087.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -350231.125000 Penalty: 2851.500732
	Iteration 14Q: 3 clusters Score -350231.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -350339.625000 Penalty: 2851.500732
	Iteration 15Q: 3 clusters Score -350339.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -350426.468750 Penalty: 2851.500732
	Iteration 16Q: 3 clusters Score -350426.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -350493.843750 Penalty: 2851.500732
	Iteration 17Q: 3 clusters Score -350493.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -350550.718750 Penalty: 2851.500732
	Iteration 18Q: 3 clusters Score -350550.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -350597.812500 Penalty: 2851.500732
	Iteration 19Q: 3 clusters Score -350597.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -350638.875000 Penalty: 2851.500732
	Iteration 20F: 3 clusters Score -350638.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -350669.000000 Penalty: 2851.500732
	Iteration 21Q: 3 clusters Score -350669 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -350692.500000 Penalty: 2851.500732
	Iteration 22Q: 3 clusters Score -350692.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -350710.781250 Penalty: 2851.500732
	Iteration 23Q: 3 clusters Score -350710.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -350730.093750 Penalty: 2851.500732
	Iteration 24Q: 3 clusters Score -350730.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -350742.250000 Penalty: 2851.500732
	Iteration 25Q: 3 clusters Score -350742.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -350753.656250 Penalty: 2851.500732
	Iteration 26Q: 3 clusters Score -350753.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -350758.218750 Penalty: 2851.500732
	Iteration 27Q: 3 clusters Score -350758.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -350763.625000 Penalty: 2851.500732
	Iteration 28Q: 3 clusters Score -350763.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -350766.906250 Penalty: 2851.500732
	Iteration 29Q: 3 clusters Score -350766.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -350769.593750 Penalty: 2851.500732
	Iteration 30Q: 3 clusters Score -350769.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -350771.156250 Penalty: 2851.500732
	Iteration 31Q: 3 clusters Score -350771.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -350772.750000 Penalty: 2851.500732
	Iteration 32Q: 3 clusters Score -350772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -350772.875000 Penalty: 2851.500732
	Iteration 33Q: 3 clusters Score -350772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -350776.625000 Penalty: 2851.500732
	Iteration 34Q: 3 clusters Score -350776.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -350778.562500 Penalty: 2851.500732
	Iteration 35Q: 3 clusters Score -350778.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -350779.031250 Penalty: 2851.500732
	Iteration 36Q: 3 clusters Score -350779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -350780.500000 Penalty: 2851.500732
	Iteration 37Q: 3 clusters Score -350780.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -350782.375000 Penalty: 2851.500732
	Iteration 38Q: 3 clusters Score -350782.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -350782.687500 Penalty: 2851.500732
	Iteration 39Q: 3 clusters Score -350782.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -350784.281250 Penalty: 2851.500732
	Iteration 40F: 3 clusters Score -350784.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -350785.406250 Penalty: 2851.500732
	Iteration 41Q: 3 clusters Score -350785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -350785.500000 Penalty: 2851.500732
	Iteration 42Q: 3 clusters Score -350785.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -350786.281250 Penalty: 2851.500732
	Iteration 43Q: 3 clusters Score -350786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -350787.656250 Penalty: 2851.500732
	Iteration 44Q: 3 clusters Score -350787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -350787.937500 Penalty: 2851.500732
	Iteration 45Q: 3 clusters Score -350787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -350789.156250 Penalty: 2851.500732
	Iteration 46Q: 3 clusters Score -350789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -350789.250000 Penalty: 2851.500732
	Iteration 47Q: 3 clusters Score -350789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -350789.562500 Penalty: 2851.500732
	Iteration 48Q: 3 clusters Score -350789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -350790.406250 Penalty: 2851.500732
	Iteration 49Q: 3 clusters Score -350790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -350791.593750 Penalty: 2851.500732
	Iteration 50Q: 3 clusters Score -350791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -350792.562500 Penalty: 2851.500732
	Iteration 51Q: 3 clusters Score -350792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -350793.406250 Penalty: 2851.500732
	Iteration 52Q: 3 clusters Score -350793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -350794.656250 Penalty: 2851.500732
	Iteration 53Q: 3 clusters Score -350794.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -350793.875000 Penalty: 2851.500732
	Iteration 54Q: 3 clusters Score -350793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -350794.750000 Penalty: 2851.500732
	Iteration 55Q: 3 clusters Score -350794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -350794.750000 Penalty: 2851.500732
	Iteration 56F: 3 clusters Score -350794.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -234940.343750 Penalty: 1349.037720
	Iteration 0F: 2 clusters Score -234940.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -231623.078125 Penalty: 2698.075439
	Iteration 0F: 3 clusters Score -231623.1 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -232450.156250 Penalty: 2698.075439
	Iteration 1F: 3 clusters Score -232450.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -232589.500000 Penalty: 2698.075439
	Iteration 2F: 3 clusters Score -232589.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -232675.500000 Penalty: 2698.075439
	Iteration 3Q: 3 clusters Score -232675.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -232751.296875 Penalty: 2698.075439
	Iteration 4Q: 3 clusters Score -232751.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -232816.218750 Penalty: 2698.075439
	Iteration 5Q: 3 clusters Score -232816.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -232871.578125 Penalty: 2698.075439
	Iteration 6Q: 3 clusters Score -232871.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -232927.328125 Penalty: 2698.075439
	Iteration 7Q: 3 clusters Score -232927.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -232977.375000 Penalty: 2698.075439
	Iteration 8Q: 3 clusters Score -232977.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -233015.984375 Penalty: 2698.075439
	Iteration 9Q: 3 clusters Score -233016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -233060.156250 Penalty: 2698.075439
	Iteration 10Q: 3 clusters Score -233060.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -233094.203125 Penalty: 2698.075439
	Iteration 11Q: 3 clusters Score -233094.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -233121.906250 Penalty: 2698.075439
	Iteration 12Q: 3 clusters Score -233121.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -233154.203125 Penalty: 2698.075439
	Iteration 13Q: 3 clusters Score -233154.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -233196.125000 Penalty: 2698.075439
	Iteration 14Q: 3 clusters Score -233196.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -233253.093750 Penalty: 2698.075439
	Iteration 15Q: 3 clusters Score -233253.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -233326.875000 Penalty: 2698.075439
	Iteration 16Q: 3 clusters Score -233326.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -233451.218750 Penalty: 2698.075439
	Iteration 17Q: 3 clusters Score -233451.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -233568.390625 Penalty: 2698.075439
	Iteration 18Q: 3 clusters Score -233568.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -233674.218750 Penalty: 2698.075439
	Iteration 19Q: 3 clusters Score -233674.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -233749.500000 Penalty: 2698.075439
	Iteration 20F: 3 clusters Score -233749.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -233818.640625 Penalty: 2698.075439
	Iteration 21Q: 3 clusters Score -233818.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -233885.078125 Penalty: 2698.075439
	Iteration 22Q: 3 clusters Score -233885.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -233945.640625 Penalty: 2698.075439
	Iteration 23Q: 3 clusters Score -233945.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -233985.234375 Penalty: 2698.075439
	Iteration 24Q: 3 clusters Score -233985.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -234014.171875 Penalty: 2698.075439
	Iteration 25Q: 3 clusters Score -234014.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -234032.156250 Penalty: 2698.075439
	Iteration 26Q: 3 clusters Score -234032.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -234047.500000 Penalty: 2698.075439
	Iteration 27Q: 3 clusters Score -234047.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -234061.468750 Penalty: 2698.075439
	Iteration 28Q: 3 clusters Score -234061.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -234075.062500 Penalty: 2698.075439
	Iteration 29Q: 3 clusters Score -234075.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -234091.906250 Penalty: 2698.075439
	Iteration 30Q: 3 clusters Score -234091.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -234111.078125 Penalty: 2698.075439
	Iteration 31Q: 3 clusters Score -234111.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -234129.062500 Penalty: 2698.075439
	Iteration 32Q: 3 clusters Score -234129.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -234136.312500 Penalty: 2698.075439
	Iteration 33Q: 3 clusters Score -234136.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -234141.640625 Penalty: 2698.075439
	Iteration 34Q: 3 clusters Score -234141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -234147.453125 Penalty: 2698.075439
	Iteration 35Q: 3 clusters Score -234147.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -234152.218750 Penalty: 2698.075439
	Iteration 36Q: 3 clusters Score -234152.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -234155.015625 Penalty: 2698.075439
	Iteration 37Q: 3 clusters Score -234155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -234156.750000 Penalty: 2698.075439
	Iteration 38Q: 3 clusters Score -234156.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -234158.750000 Penalty: 2698.075439
	Iteration 39Q: 3 clusters Score -234158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -234159.531250 Penalty: 2698.075439
	Iteration 40F: 3 clusters Score -234159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -234160.328125 Penalty: 2698.075439
	Iteration 41Q: 3 clusters Score -234160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -234160.546875 Penalty: 2698.075439
	Iteration 42Q: 3 clusters Score -234160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -234160.546875 Penalty: 2698.075439
	Iteration 43F: 3 clusters Score -234160.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Entering Unmasked Estep 
Score: -552920.687500 Penalty: 1488.550293
	Iteration 0F: 2 clusters Score -552920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -546076.375000 Penalty: 2977.100586
	Iteration 0F: 3 clusters Score -546076.4 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -548232.937500 Penalty: 2977.100586
	Iteration 1F: 3 clusters Score -548232.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -548490.500000 Penalty: 2977.100586
	Iteration 2F: 3 clusters Score -548490.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -548692.437500 Penalty: 2977.100586
	Iteration 3Q: 3 clusters Score -548692.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -548933.250000 Penalty: 2977.100586
	Iteration 4Q: 3 clusters Score -548933.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -549287.000000 Penalty: 2977.100586
	Iteration 5F: 3 clusters Score -549287 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -549655.875000 Penalty: 2977.100586
	Iteration 6F: 3 clusters Score -549655.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -550025.750000 Penalty: 2977.100586
	Iteration 7Q: 3 clusters Score -550025.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -550375.562500 Penalty: 2977.100586
	Iteration 8Q: 3 clusters Score -550375.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -550657.625000 Penalty: 2977.100586
	Iteration 9Q: 3 clusters Score -550657.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -550922.000000 Penalty: 2977.100586
	Iteration 10Q: 3 clusters Score -550922 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -551132.625000 Penalty: 2977.100586
	Iteration 11Q: 3 clusters Score -551132.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -551267.687500 Penalty: 2977.100586
	Iteration 12Q: 3 clusters Score -551267.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -551373.062500 Penalty: 2977.100586
	Iteration 13Q: 3 clusters Score -551373.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -551435.375000 Penalty: 2977.100586
	Iteration 14Q: 3 clusters Score -551435.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -551487.375000 Penalty: 2977.100586
	Iteration 15Q: 3 clusters Score -551487.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -551524.250000 Penalty: 2977.100586
	Iteration 16Q: 3 clusters Score -551524.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -551559.250000 Penalty: 2977.100586
	Iteration 17Q: 3 clusters Score -551559.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -551585.312500 Penalty: 2977.100586
	Iteration 18Q: 3 clusters Score -551585.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -551604.062500 Penalty: 2977.100586
	Iteration 19Q: 3 clusters Score -551604.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -551616.250000 Penalty: 2977.100586
	Iteration 20F: 3 clusters Score -551616.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -551628.187500 Penalty: 2977.100586
	Iteration 21Q: 3 clusters Score -551628.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -551646.375000 Penalty: 2977.100586
	Iteration 22Q: 3 clusters Score -551646.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -551665.062500 Penalty: 2977.100586
	Iteration 23Q: 3 clusters Score -551665.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -551675.187500 Penalty: 2977.100586
	Iteration 24Q: 3 clusters Score -551675.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -551680.562500 Penalty: 2977.100586
	Iteration 25Q: 3 clusters Score -551680.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -551685.562500 Penalty: 2977.100586
	Iteration 26Q: 3 clusters Score -551685.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -551691.937500 Penalty: 2977.100586
	Iteration 27Q: 3 clusters Score -551691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -551695.062500 Penalty: 2977.100586
	Iteration 28Q: 3 clusters Score -551695.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -551699.250000 Penalty: 2977.100586
	Iteration 29Q: 3 clusters Score -551699.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -551704.687500 Penalty: 2977.100586
	Iteration 30Q: 3 clusters Score -551704.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -551710.187500 Penalty: 2977.100586
	Iteration 31Q: 3 clusters Score -551710.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -551714.750000 Penalty: 2977.100586
	Iteration 32Q: 3 clusters Score -551714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -551721.625000 Penalty: 2977.100586
	Iteration 33Q: 3 clusters Score -551721.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -551727.562500 Penalty: 2977.100586
	Iteration 34Q: 3 clusters Score -551727.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -551735.687500 Penalty: 2977.100586
	Iteration 35Q: 3 clusters Score -551735.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -551745.062500 Penalty: 2977.100586
	Iteration 36Q: 3 clusters Score -551745.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -551754.875000 Penalty: 2977.100586
	Iteration 37Q: 3 clusters Score -551754.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -551758.250000 Penalty: 2977.100586
	Iteration 38Q: 3 clusters Score -551758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -551759.125000 Penalty: 2977.100586
	Iteration 39Q: 3 clusters Score -551759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -551759.375000 Penalty: 2977.100586
	Iteration 40F: 3 clusters Score -551759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -551761.812500 Penalty: 2977.100586
	Iteration 41Q: 3 clusters Score -551761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -551762.250000 Penalty: 2977.100586
	Iteration 42Q: 3 clusters Score -551762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -551763.000000 Penalty: 2977.100586
	Iteration 43Q: 3 clusters Score -551763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -551764.000000 Penalty: 2977.100586
	Iteration 44Q: 3 clusters Score -551764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -551764.000000 Penalty: 2977.100586
	Iteration 45F: 3 clusters Score -551764 nChanged 0
--- Evaluating fit on full set of 1870603 points ---
Entering Unmasked Estep 
Score: -102397424.000000 Penalty: 68056.851562
23->30 Clusters: Score -102397424.000000, best is -102523912.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 623534 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 27037 members 
Mstep: Class 3 contains 26982 members 
Mstep: Class 4 contains 27014 members 
Mstep: Class 5 contains 27022 members 
Mstep: Class 6 contains 26937 members 
Mstep: Class 7 contains 26816 members 
Mstep: Class 8 contains 27212 members 
Mstep: Class 9 contains 27139 members 
Mstep: Class 10 contains 27061 members 
Mstep: Class 11 contains 27438 members 
Mstep: Class 12 contains 26791 members 
Mstep: Class 13 contains 27256 members 
Mstep: Class 14 contains 27448 members 
Mstep: Class 15 contains 27285 members 
Mstep: Class 16 contains 27092 members 
Mstep: Class 17 contains 26937 members 
Mstep: Class 18 contains 27197 members 
Mstep: Class 19 contains 26813 members 
Mstep: Class 20 contains 27364 members 
Mstep: Class 21 contains 27033 members 
Mstep: Class 22 contains 27107 members 
Mstep: Class 23 contains 27184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 598.361511 but Gain 2168.261719
Score: -31061900.000000 Penalty: 47701.792969
Iteration 0F: 23 clusters Score -3.10619e+07 nChanged 591641
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 33402 members 
Mstep: Class 3 contains 26068 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 27475 members 
Mstep: Class 6 contains 26755 members 
Mstep: Class 7 contains 20870 members 
Mstep: Class 8 contains 20964 members 
Mstep: Class 9 contains 25476 members 
Mstep: Class 10 contains 22506 members 
Mstep: Class 11 contains 63207 members 
Mstep: Class 12 contains 19397 members 
Mstep: Class 13 contains 22166 members 
Mstep: Class 14 contains 47666 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 24103 members 
Mstep: Class 17 contains 23167 members 
Mstep: Class 18 contains 35619 members 
Mstep: Class 20 contains 33342 members 
Mstep: Class 21 contains 23025 members 
Mstep: Class 22 contains 27070 members 
Mstep: Class 23 contains 23918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32975880.000000 Penalty: 47701.792969
Iteration 1F: 23 clusters Score -3.297588e+07 nChanged 217810
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 29366 members 
Mstep: Class 3 contains 27650 members 
Mstep: Class 4 contains 8371 members 
Mstep: Class 5 contains 32897 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 21580 members 
Mstep: Class 8 contains 18500 members 
Mstep: Class 9 contains 18464 members 
Mstep: Class 10 contains 17289 members 
Mstep: Class 11 contains 100292 members 
Mstep: Class 12 contains 17490 members 
Mstep: Class 13 contains 14818 members 
Mstep: Class 14 contains 60863 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 22536 members 
Mstep: Class 18 contains 32952 members 
Mstep: Class 20 contains 40587 members 
Mstep: Class 21 contains 18295 members 
Mstep: Class 22 contains 27409 members 
Mstep: Class 23 contains 20225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33321918.000000 Penalty: 47701.792969
Iteration 2F: 23 clusters Score -3.332192e+07 nChanged 154181
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 26020 members 
Mstep: Class 3 contains 25520 members 
Mstep: Class 4 contains 5192 members 
Mstep: Class 5 contains 33660 members 
Mstep: Class 6 contains 19882 members 
Mstep: Class 7 contains 18843 members 
Mstep: Class 8 contains 17237 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 130561 members 
Mstep: Class 12 contains 18617 members 
Mstep: Class 13 contains 10221 members 
Mstep: Class 14 contains 64085 members 
Mstep: Class 15 contains 23680 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 23486 members 
Mstep: Class 18 contains 28644 members 
Mstep: Class 20 contains 44138 members 
Mstep: Class 21 contains 16643 members 
Mstep: Class 22 contains 25871 members 
Mstep: Class 23 contains 15900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33507156.000000 Penalty: 47701.792969
Iteration 3F: 23 clusters Score -3.350716e+07 nChanged 116641
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 24308 members 
Mstep: Class 3 contains 21115 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 31138 members 
Mstep: Class 6 contains 18633 members 
Mstep: Class 7 contains 14861 members 
Mstep: Class 8 contains 18201 members 
Mstep: Class 9 contains 16099 members 
Mstep: Class 10 contains 11715 members 
Mstep: Class 11 contains 156688 members 
Mstep: Class 12 contains 19180 members 
Mstep: Class 13 contains 7743 members 
Mstep: Class 14 contains 62486 members 
Mstep: Class 15 contains 23284 members 
Mstep: Class 16 contains 7611 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 24936 members 
Mstep: Class 20 contains 44555 members 
Mstep: Class 21 contains 16275 members 
Mstep: Class 22 contains 22028 members 
Mstep: Class 23 contains 12855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33634260.000000 Penalty: 47701.792969
Iteration 4F: 23 clusters Score -3.363426e+07 nChanged 94414
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 22039 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 28226 members 
Mstep: Class 6 contains 17558 members 
Mstep: Class 7 contains 11224 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 15158 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 178747 members 
Mstep: Class 12 contains 18760 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 59346 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 26030 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 20 contains 43708 members 
Mstep: Class 21 contains 16309 members 
Mstep: Class 22 contains 18032 members 
Mstep: Class 23 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33730528.000000 Penalty: 47701.792969
Iteration 5F: 23 clusters Score -3.373053e+07 nChanged 77287
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 18452 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 25996 members 
Mstep: Class 6 contains 16754 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 27408 members 
Mstep: Class 9 contains 14226 members 
Mstep: Class 10 contains 10214 members 
Mstep: Class 11 contains 197359 members 
Mstep: Class 12 contains 17791 members 
Mstep: Class 13 contains 5757 members 
Mstep: Class 14 contains 55963 members 
Mstep: Class 15 contains 23726 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 26925 members 
Mstep: Class 18 contains 18971 members 
Mstep: Class 20 contains 42338 members 
Mstep: Class 21 contains 16162 members 
Mstep: Class 22 contains 14805 members 
Mstep: Class 23 contains 11211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33798104.000000 Penalty: 47701.792969
Iteration 6F: 23 clusters Score -3.37981e+07 nChanged 62032
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 24216 members 
Mstep: Class 6 contains 16103 members 
Mstep: Class 7 contains 5957 members 
Mstep: Class 8 contains 31454 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 10152 members 
Mstep: Class 11 contains 213665 members 
Mstep: Class 12 contains 16470 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 53325 members 
Mstep: Class 15 contains 24280 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 27238 members 
Mstep: Class 18 contains 17770 members 
Mstep: Class 20 contains 40424 members 
Mstep: Class 21 contains 15708 members 
Mstep: Class 22 contains 12449 members 
Mstep: Class 23 contains 11281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33845472.000000 Penalty: 47701.792969
Iteration 7F: 23 clusters Score -3.384547e+07 nChanged 49772
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 13726 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 22897 members 
Mstep: Class 6 contains 15350 members 
Mstep: Class 7 contains 4228 members 
Mstep: Class 8 contains 33807 members 
Mstep: Class 9 contains 12863 members 
Mstep: Class 10 contains 10284 members 
Mstep: Class 11 contains 227110 members 
Mstep: Class 12 contains 15243 members 
Mstep: Class 13 contains 4788 members 
Mstep: Class 14 contains 51698 members 
Mstep: Class 15 contains 24893 members 
Mstep: Class 16 contains 2930 members 
Mstep: Class 17 contains 26689 members 
Mstep: Class 18 contains 17252 members 
Mstep: Class 20 contains 38788 members 
Mstep: Class 21 contains 15116 members 
Mstep: Class 22 contains 10666 members 
Mstep: Class 23 contains 11488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33880512.000000 Penalty: 47701.792969
Iteration 8F: 23 clusters Score -3.388051e+07 nChanged 40937
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 12976 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 21626 members 
Mstep: Class 6 contains 14591 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 35268 members 
Mstep: Class 9 contains 12384 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 237444 members 
Mstep: Class 12 contains 14172 members 
Mstep: Class 13 contains 4404 members 
Mstep: Class 14 contains 51357 members 
Mstep: Class 15 contains 25335 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 17 contains 25457 members 
Mstep: Class 18 contains 16697 members 
Mstep: Class 20 contains 37754 members 
Mstep: Class 21 contains 14485 members 
Mstep: Class 22 contains 9379 members 
Mstep: Class 23 contains 11702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33906984.000000 Penalty: 47701.792969
Iteration 9F: 23 clusters Score -3.390698e+07 nChanged 34534
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 12641 members 
Mstep: Class 3 contains 6777 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 20309 members 
Mstep: Class 6 contains 13909 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 8 contains 36247 members 
Mstep: Class 9 contains 12047 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 244240 members 
Mstep: Class 12 contains 13316 members 
Mstep: Class 13 contains 4073 members 
Mstep: Class 14 contains 52524 members 
Mstep: Class 15 contains 25697 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 23833 members 
Mstep: Class 18 contains 16049 members 
Mstep: Class 20 contains 37601 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 8376 members 
Mstep: Class 23 contains 11892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1853.628784 but Gain 2168.265625
Score: -33928696.000000 Penalty: 45533.527344
Iteration 10F: 22 clusters Score -3.39287e+07 nChanged 31876
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 7198 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 13519 members 
Mstep: Class 8 contains 36947 members 
Mstep: Class 9 contains 11734 members 
Mstep: Class 10 contains 10711 members 
Mstep: Class 11 contains 247553 members 
Mstep: Class 12 contains 12758 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 55574 members 
Mstep: Class 15 contains 26046 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 22350 members 
Mstep: Class 18 contains 15390 members 
Mstep: Class 20 contains 38465 members 
Mstep: Class 21 contains 13418 members 
Mstep: Class 22 contains 7546 members 
Mstep: Class 23 contains 12034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33950132.000000 Penalty: 45533.527344
Iteration 11F: 22 clusters Score -3.395013e+07 nChanged 28735
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 17687 members 
Mstep: Class 6 contains 13273 members 
Mstep: Class 8 contains 37582 members 
Mstep: Class 9 contains 11453 members 
Mstep: Class 10 contains 10615 members 
Mstep: Class 11 contains 246309 members 
Mstep: Class 12 contains 12575 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 60738 members 
Mstep: Class 15 contains 26191 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 17 contains 21039 members 
Mstep: Class 18 contains 14534 members 
Mstep: Class 20 contains 39454 members 
Mstep: Class 21 contains 13013 members 
Mstep: Class 22 contains 6779 members 
Mstep: Class 23 contains 12156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33970140.000000 Penalty: 45533.527344
Iteration 12Q: 22 clusters Score -3.397014e+07 nChanged 29126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 8484 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 16434 members 
Mstep: Class 6 contains 13147 members 
Mstep: Class 8 contains 38092 members 
Mstep: Class 9 contains 11208 members 
Mstep: Class 10 contains 10585 members 
Mstep: Class 11 contains 240675 members 
Mstep: Class 12 contains 12714 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 68889 members 
Mstep: Class 15 contains 26284 members 
Mstep: Class 16 contains 2537 members 
Mstep: Class 17 contains 20327 members 
Mstep: Class 18 contains 13922 members 
Mstep: Class 20 contains 40377 members 
Mstep: Class 21 contains 12529 members 
Mstep: Class 22 contains 6037 members 
Mstep: Class 23 contains 12262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33994260.000000 Penalty: 45533.527344
Iteration 13Q: 22 clusters Score -3.399426e+07 nChanged 29862
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 11676 members 
Mstep: Class 3 contains 8938 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 13087 members 
Mstep: Class 8 contains 38501 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 10707 members 
Mstep: Class 11 contains 231862 members 
Mstep: Class 12 contains 13026 members 
Mstep: Class 13 contains 3631 members 
Mstep: Class 14 contains 79601 members 
Mstep: Class 15 contains 26336 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 20168 members 
Mstep: Class 18 contains 13537 members 
Mstep: Class 20 contains 40797 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 22 contains 5353 members 
Mstep: Class 23 contains 12299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34023388.000000 Penalty: 45533.527344
Iteration 14Q: 22 clusters Score -3.402339e+07 nChanged 27025
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 4201 members 
Mstep: Class 5 contains 13802 members 
Mstep: Class 6 contains 13073 members 
Mstep: Class 8 contains 38838 members 
Mstep: Class 9 contains 10880 members 
Mstep: Class 10 contains 11003 members 
Mstep: Class 11 contains 224832 members 
Mstep: Class 12 contains 13423 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 88660 members 
Mstep: Class 15 contains 26332 members 
Mstep: Class 16 contains 2304 members 
Mstep: Class 17 contains 20291 members 
Mstep: Class 18 contains 13507 members 
Mstep: Class 20 contains 40318 members 
Mstep: Class 21 contains 11536 members 
Mstep: Class 22 contains 4754 members 
Mstep: Class 23 contains 12272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34046084.000000 Penalty: 45533.527344
Iteration 15Q: 22 clusters Score -3.404608e+07 nChanged 21280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 11393 members 
Mstep: Class 3 contains 8865 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 12533 members 
Mstep: Class 6 contains 13125 members 
Mstep: Class 8 contains 39126 members 
Mstep: Class 9 contains 10758 members 
Mstep: Class 10 contains 11486 members 
Mstep: Class 11 contains 222041 members 
Mstep: Class 12 contains 13724 members 
Mstep: Class 13 contains 3912 members 
Mstep: Class 14 contains 93562 members 
Mstep: Class 15 contains 26257 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 20394 members 
Mstep: Class 18 contains 13633 members 
Mstep: Class 20 contains 39175 members 
Mstep: Class 21 contains 11138 members 
Mstep: Class 22 contains 4300 members 
Mstep: Class 23 contains 12244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34056664.000000 Penalty: 45533.527344
Iteration 16Q: 22 clusters Score -3.405666e+07 nChanged 15675
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 11291 members 
Mstep: Class 3 contains 8654 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 11589 members 
Mstep: Class 6 contains 13161 members 
Mstep: Class 8 contains 39389 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 10 contains 11975 members 
Mstep: Class 11 contains 221579 members 
Mstep: Class 12 contains 13786 members 
Mstep: Class 13 contains 4026 members 
Mstep: Class 14 contains 95898 members 
Mstep: Class 15 contains 26141 members 
Mstep: Class 16 contains 2126 members 
Mstep: Class 17 contains 20433 members 
Mstep: Class 18 contains 13858 members 
Mstep: Class 20 contains 37688 members 
Mstep: Class 21 contains 10849 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 12261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34062156.000000 Penalty: 45533.527344
Iteration 17Q: 22 clusters Score -3.406216e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 11235 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 10995 members 
Mstep: Class 6 contains 13177 members 
Mstep: Class 8 contains 39603 members 
Mstep: Class 9 contains 10705 members 
Mstep: Class 10 contains 12360 members 
Mstep: Class 11 contains 222040 members 
Mstep: Class 12 contains 13746 members 
Mstep: Class 13 contains 4111 members 
Mstep: Class 14 contains 97063 members 
Mstep: Class 15 contains 26039 members 
Mstep: Class 16 contains 2076 members 
Mstep: Class 17 contains 20342 members 
Mstep: Class 18 contains 14071 members 
Mstep: Class 20 contains 36183 members 
Mstep: Class 21 contains 10697 members 
Mstep: Class 22 contains 3871 members 
Mstep: Class 23 contains 12271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34065136.000000 Penalty: 45533.527344
Iteration 18Q: 22 clusters Score -3.406514e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 11191 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 13191 members 
Mstep: Class 8 contains 39798 members 
Mstep: Class 9 contains 10744 members 
Mstep: Class 10 contains 12666 members 
Mstep: Class 11 contains 222924 members 
Mstep: Class 12 contains 13624 members 
Mstep: Class 13 contains 4183 members 
Mstep: Class 14 contains 97676 members 
Mstep: Class 15 contains 25960 members 
Mstep: Class 16 contains 2026 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 14236 members 
Mstep: Class 20 contains 34648 members 
Mstep: Class 21 contains 10595 members 
Mstep: Class 22 contains 3768 members 
Mstep: Class 23 contains 12262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34066984.000000 Penalty: 45533.527344
Iteration 19Q: 22 clusters Score -3.406698e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 11143 members 
Mstep: Class 3 contains 8549 members 
Mstep: Class 4 contains 5145 members 
Mstep: Class 5 contains 10447 members 
Mstep: Class 6 contains 13218 members 
Mstep: Class 8 contains 39927 members 
Mstep: Class 9 contains 10772 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 223996 members 
Mstep: Class 12 contains 13513 members 
Mstep: Class 13 contains 4248 members 
Mstep: Class 14 contains 98018 members 
Mstep: Class 15 contains 25872 members 
Mstep: Class 16 contains 1989 members 
Mstep: Class 17 contains 20017 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 20 contains 33141 members 
Mstep: Class 21 contains 10536 members 
Mstep: Class 22 contains 3688 members 
Mstep: Class 23 contains 12259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34069520.000000 Penalty: 45533.527344
Iteration 20F: 22 clusters Score -3.406952e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 11067 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 5552 members 
Mstep: Class 5 contains 10318 members 
Mstep: Class 6 contains 13219 members 
Mstep: Class 8 contains 40034 members 
Mstep: Class 9 contains 10704 members 
Mstep: Class 10 contains 13104 members 
Mstep: Class 11 contains 225381 members 
Mstep: Class 12 contains 13401 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 98190 members 
Mstep: Class 15 contains 25796 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 17 contains 19746 members 
Mstep: Class 18 contains 14516 members 
Mstep: Class 20 contains 31552 members 
Mstep: Class 21 contains 10414 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 12243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34071336.000000 Penalty: 45533.527344
Iteration 21Q: 22 clusters Score -3.407134e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 11019 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 5883 members 
Mstep: Class 5 contains 10287 members 
Mstep: Class 6 contains 13245 members 
Mstep: Class 8 contains 40108 members 
Mstep: Class 9 contains 10671 members 
Mstep: Class 10 contains 13232 members 
Mstep: Class 11 contains 226865 members 
Mstep: Class 12 contains 13291 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 98281 members 
Mstep: Class 15 contains 25709 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 19508 members 
Mstep: Class 18 contains 14657 members 
Mstep: Class 20 contains 29922 members 
Mstep: Class 21 contains 10300 members 
Mstep: Class 22 contains 3445 members 
Mstep: Class 23 contains 12204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34072456.000000 Penalty: 45533.527344
Iteration 22Q: 22 clusters Score -3.407246e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 10977 members 
Mstep: Class 3 contains 8968 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 10340 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 8 contains 40178 members 
Mstep: Class 9 contains 10647 members 
Mstep: Class 10 contains 13348 members 
Mstep: Class 11 contains 228413 members 
Mstep: Class 12 contains 13188 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 98295 members 
Mstep: Class 15 contains 25623 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 19219 members 
Mstep: Class 18 contains 14755 members 
Mstep: Class 20 contains 28295 members 
Mstep: Class 21 contains 10205 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34073972.000000 Penalty: 45533.527344
Iteration 23Q: 22 clusters Score -3.407397e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 9119 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 8 contains 40211 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 13486 members 
Mstep: Class 11 contains 230028 members 
Mstep: Class 12 contains 13077 members 
Mstep: Class 13 contains 4474 members 
Mstep: Class 14 contains 98243 members 
Mstep: Class 15 contains 25481 members 
Mstep: Class 16 contains 1927 members 
Mstep: Class 17 contains 18875 members 
Mstep: Class 18 contains 14884 members 
Mstep: Class 20 contains 26694 members 
Mstep: Class 21 contains 10141 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 12157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34075016.000000 Penalty: 45533.527344
Iteration 24Q: 22 clusters Score -3.407502e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 10901 members 
Mstep: Class 3 contains 9248 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 10566 members 
Mstep: Class 6 contains 13365 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 10698 members 
Mstep: Class 10 contains 13617 members 
Mstep: Class 11 contains 231703 members 
Mstep: Class 12 contains 12976 members 
Mstep: Class 13 contains 4499 members 
Mstep: Class 14 contains 98181 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 1921 members 
Mstep: Class 17 contains 18524 members 
Mstep: Class 18 contains 14969 members 
Mstep: Class 20 contains 25126 members 
Mstep: Class 21 contains 10107 members 
Mstep: Class 22 contains 3215 members 
Mstep: Class 23 contains 12135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34076040.000000 Penalty: 45533.527344
Iteration 25Q: 22 clusters Score -3.407604e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 10881 members 
Mstep: Class 3 contains 9370 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 13401 members 
Mstep: Class 8 contains 40248 members 
Mstep: Class 9 contains 10726 members 
Mstep: Class 10 contains 13744 members 
Mstep: Class 11 contains 233373 members 
Mstep: Class 12 contains 12879 members 
Mstep: Class 13 contains 4526 members 
Mstep: Class 14 contains 98094 members 
Mstep: Class 15 contains 25239 members 
Mstep: Class 16 contains 1928 members 
Mstep: Class 17 contains 18174 members 
Mstep: Class 18 contains 15076 members 
Mstep: Class 20 contains 23581 members 
Mstep: Class 21 contains 10073 members 
Mstep: Class 22 contains 3164 members 
Mstep: Class 23 contains 12126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34077064.000000 Penalty: 45533.527344
Iteration 26Q: 22 clusters Score -3.407706e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 10841 members 
Mstep: Class 3 contains 9470 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 10865 members 
Mstep: Class 6 contains 13437 members 
Mstep: Class 8 contains 40257 members 
Mstep: Class 9 contains 10777 members 
Mstep: Class 10 contains 13860 members 
Mstep: Class 11 contains 235044 members 
Mstep: Class 12 contains 12781 members 
Mstep: Class 13 contains 4553 members 
Mstep: Class 14 contains 98022 members 
Mstep: Class 15 contains 25112 members 
Mstep: Class 16 contains 1951 members 
Mstep: Class 17 contains 17799 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 20 contains 22084 members 
Mstep: Class 21 contains 10041 members 
Mstep: Class 22 contains 3129 members 
Mstep: Class 23 contains 12140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34077824.000000 Penalty: 45533.527344
Iteration 27Q: 22 clusters Score -3.407782e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 10800 members 
Mstep: Class 3 contains 9556 members 
Mstep: Class 4 contains 6598 members 
Mstep: Class 5 contains 11046 members 
Mstep: Class 6 contains 13455 members 
Mstep: Class 8 contains 40260 members 
Mstep: Class 9 contains 10818 members 
Mstep: Class 10 contains 13981 members 
Mstep: Class 11 contains 236699 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 4568 members 
Mstep: Class 14 contains 97927 members 
Mstep: Class 15 contains 24987 members 
Mstep: Class 16 contains 1964 members 
Mstep: Class 17 contains 17442 members 
Mstep: Class 18 contains 15243 members 
Mstep: Class 20 contains 20676 members 
Mstep: Class 21 contains 10020 members 
Mstep: Class 22 contains 3099 members 
Mstep: Class 23 contains 12148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34078852.000000 Penalty: 45533.527344
Iteration 28Q: 22 clusters Score -3.407885e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 10771 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 6622 members 
Mstep: Class 5 contains 11232 members 
Mstep: Class 6 contains 13482 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 14081 members 
Mstep: Class 11 contains 238228 members 
Mstep: Class 12 contains 12648 members 
Mstep: Class 13 contains 4577 members 
Mstep: Class 14 contains 97843 members 
Mstep: Class 15 contains 24874 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 17060 members 
Mstep: Class 18 contains 15341 members 
Mstep: Class 20 contains 19410 members 
Mstep: Class 21 contains 9993 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 12149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34080020.000000 Penalty: 45533.527344
Iteration 29Q: 22 clusters Score -3.408002e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 9690 members 
Mstep: Class 4 contains 6618 members 
Mstep: Class 5 contains 11392 members 
Mstep: Class 6 contains 13501 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 10871 members 
Mstep: Class 10 contains 14217 members 
Mstep: Class 11 contains 239589 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 4586 members 
Mstep: Class 14 contains 97752 members 
Mstep: Class 15 contains 24760 members 
Mstep: Class 16 contains 2022 members 
Mstep: Class 17 contains 16644 members 
Mstep: Class 18 contains 15468 members 
Mstep: Class 20 contains 18373 members 
Mstep: Class 21 contains 9969 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 12145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34081088.000000 Penalty: 45533.527344
Iteration 30Q: 22 clusters Score -3.408109e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 9739 members 
Mstep: Class 4 contains 6607 members 
Mstep: Class 5 contains 11552 members 
Mstep: Class 6 contains 13523 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 10887 members 
Mstep: Class 10 contains 14354 members 
Mstep: Class 11 contains 240777 members 
Mstep: Class 12 contains 12521 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 97651 members 
Mstep: Class 15 contains 24661 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 16228 members 
Mstep: Class 18 contains 15583 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 21 contains 9949 members 
Mstep: Class 22 contains 3029 members 
Mstep: Class 23 contains 12146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34081728.000000 Penalty: 45533.527344
Iteration 31Q: 22 clusters Score -3.408173e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 9784 members 
Mstep: Class 4 contains 6608 members 
Mstep: Class 5 contains 11717 members 
Mstep: Class 6 contains 13543 members 
Mstep: Class 8 contains 40193 members 
Mstep: Class 9 contains 10910 members 
Mstep: Class 10 contains 14485 members 
Mstep: Class 11 contains 241823 members 
Mstep: Class 12 contains 12460 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 97550 members 
Mstep: Class 15 contains 24552 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 15820 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 20 contains 16769 members 
Mstep: Class 21 contains 9918 members 
Mstep: Class 22 contains 3011 members 
Mstep: Class 23 contains 12146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34082424.000000 Penalty: 45533.527344
Iteration 32Q: 22 clusters Score -3.408242e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 9820 members 
Mstep: Class 4 contains 6618 members 
Mstep: Class 5 contains 11873 members 
Mstep: Class 6 contains 13547 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 10921 members 
Mstep: Class 10 contains 14631 members 
Mstep: Class 11 contains 242756 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 97455 members 
Mstep: Class 15 contains 24443 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 15404 members 
Mstep: Class 18 contains 15889 members 
Mstep: Class 20 contains 16162 members 
Mstep: Class 21 contains 9890 members 
Mstep: Class 22 contains 2986 members 
Mstep: Class 23 contains 12137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34083080.000000 Penalty: 45533.527344
Iteration 33Q: 22 clusters Score -3.408308e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 10647 members 
Mstep: Class 3 contains 9840 members 
Mstep: Class 4 contains 6609 members 
Mstep: Class 5 contains 12067 members 
Mstep: Class 6 contains 13552 members 
Mstep: Class 8 contains 40152 members 
Mstep: Class 9 contains 10938 members 
Mstep: Class 10 contains 14756 members 
Mstep: Class 11 contains 243566 members 
Mstep: Class 12 contains 12339 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 97380 members 
Mstep: Class 15 contains 24356 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 15000 members 
Mstep: Class 18 contains 16069 members 
Mstep: Class 20 contains 15675 members 
Mstep: Class 21 contains 9856 members 
Mstep: Class 22 contains 2962 members 
Mstep: Class 23 contains 12116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34083780.000000 Penalty: 45533.527344
Iteration 34Q: 22 clusters Score -3.408378e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 10624 members 
Mstep: Class 3 contains 9847 members 
Mstep: Class 4 contains 6610 members 
Mstep: Class 5 contains 12221 members 
Mstep: Class 6 contains 13564 members 
Mstep: Class 8 contains 40114 members 
Mstep: Class 9 contains 10955 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 244306 members 
Mstep: Class 12 contains 12268 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 97285 members 
Mstep: Class 15 contains 24245 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 14629 members 
Mstep: Class 18 contains 16254 members 
Mstep: Class 20 contains 15310 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 12093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34084120.000000 Penalty: 45533.527344
Iteration 35Q: 22 clusters Score -3.408412e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 10605 members 
Mstep: Class 3 contains 9859 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 13575 members 
Mstep: Class 8 contains 40057 members 
Mstep: Class 9 contains 10966 members 
Mstep: Class 10 contains 15008 members 
Mstep: Class 11 contains 244969 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 97181 members 
Mstep: Class 15 contains 24136 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 14283 members 
Mstep: Class 18 contains 16461 members 
Mstep: Class 20 contains 15039 members 
Mstep: Class 21 contains 9770 members 
Mstep: Class 22 contains 2924 members 
Mstep: Class 23 contains 12083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34084528.000000 Penalty: 45533.527344
Iteration 36Q: 22 clusters Score -3.408453e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 10587 members 
Mstep: Class 3 contains 9860 members 
Mstep: Class 4 contains 6576 members 
Mstep: Class 5 contains 12486 members 
Mstep: Class 6 contains 13583 members 
Mstep: Class 8 contains 40022 members 
Mstep: Class 9 contains 10971 members 
Mstep: Class 10 contains 15138 members 
Mstep: Class 11 contains 245513 members 
Mstep: Class 12 contains 12142 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 97082 members 
Mstep: Class 15 contains 24021 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 13970 members 
Mstep: Class 18 contains 16702 members 
Mstep: Class 20 contains 14803 members 
Mstep: Class 21 contains 9743 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 12059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34084928.000000 Penalty: 45533.527344
Iteration 37Q: 22 clusters Score -3.408493e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 10571 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 6560 members 
Mstep: Class 5 contains 12620 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 8 contains 39987 members 
Mstep: Class 9 contains 10967 members 
Mstep: Class 10 contains 15234 members 
Mstep: Class 11 contains 245927 members 
Mstep: Class 12 contains 12070 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 96988 members 
Mstep: Class 15 contains 23922 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 16989 members 
Mstep: Class 20 contains 14615 members 
Mstep: Class 21 contains 9725 members 
Mstep: Class 22 contains 2903 members 
Mstep: Class 23 contains 12044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34085396.000000 Penalty: 45533.527344
Iteration 38Q: 22 clusters Score -3.40854e+07 nChanged 2066
Entering ConstructFrom: 
Score: -34085396.000000 Penalty: 45533.527344
Entering ConstructFrom: 
Trying to split cluster 1 (48211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Entering Unmasked Estep 
Score: -2763839.250000 Penalty: 1752.293091
	Iteration 0F: 2 clusters Score -2763839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2731696.000000 Penalty: 3504.586182
	Iteration 0F: 3 clusters Score -2731696 nChanged 22576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2746492.250000 Penalty: 3504.586182
	Iteration 1F: 3 clusters Score -2746492 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2749714.500000 Penalty: 3504.586182
	Iteration 2F: 3 clusters Score -2749714 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2753479.250000 Penalty: 3504.586182
	Iteration 3F: 3 clusters Score -2753479 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2756429.500000 Penalty: 3504.586182
	Iteration 4F: 3 clusters Score -2756430 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2758165.000000 Penalty: 3504.586182
	Iteration 5F: 3 clusters Score -2758165 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2759091.500000 Penalty: 3504.586182
	Iteration 6Q: 3 clusters Score -2759092 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2759600.000000 Penalty: 3504.586182
	Iteration 7Q: 3 clusters Score -2759600 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2759957.000000 Penalty: 3504.586182
	Iteration 8Q: 3 clusters Score -2759957 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2760199.250000 Penalty: 3504.586182
	Iteration 9Q: 3 clusters Score -2760199 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2760408.000000 Penalty: 3504.586182
	Iteration 10Q: 3 clusters Score -2760408 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2760636.000000 Penalty: 3504.586182
	Iteration 11Q: 3 clusters Score -2760636 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2760826.750000 Penalty: 3504.586182
	Iteration 12Q: 3 clusters Score -2760827 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2761118.000000 Penalty: 3504.586182
	Iteration 13Q: 3 clusters Score -2761118 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2761495.750000 Penalty: 3504.586182
	Iteration 14Q: 3 clusters Score -2761496 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2761863.750000 Penalty: 3504.586182
	Iteration 15Q: 3 clusters Score -2761864 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2762324.000000 Penalty: 3504.586182
	Iteration 16Q: 3 clusters Score -2762324 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2762821.750000 Penalty: 3504.586182
	Iteration 17Q: 3 clusters Score -2762822 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2763317.750000 Penalty: 3504.586182
	Iteration 18Q: 3 clusters Score -2763318 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2763835.250000 Penalty: 3504.586182
	Iteration 19Q: 3 clusters Score -2763835 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2764347.000000 Penalty: 3504.586182
	Iteration 20F: 3 clusters Score -2764347 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2764830.250000 Penalty: 3504.586182
	Iteration 21Q: 3 clusters Score -2764830 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2765113.000000 Penalty: 3504.586182
	Iteration 22Q: 3 clusters Score -2765113 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2765229.000000 Penalty: 3504.586182
	Iteration 23Q: 3 clusters Score -2765229 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2765303.500000 Penalty: 3504.586182
	Iteration 24Q: 3 clusters Score -2765304 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2765334.250000 Penalty: 3504.586182
	Iteration 25Q: 3 clusters Score -2765334 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2765356.000000 Penalty: 3504.586182
	Iteration 26Q: 3 clusters Score -2765356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2765360.250000 Penalty: 3504.586182
	Iteration 27Q: 3 clusters Score -2765360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2765363.250000 Penalty: 3504.586182
	Iteration 28Q: 3 clusters Score -2765363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2765366.250000 Penalty: 3504.586182
	Iteration 29Q: 3 clusters Score -2765366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2765365.000000 Penalty: 3504.586182
	Iteration 30Q: 3 clusters Score -2765365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2765368.250000 Penalty: 3504.586182
	Iteration 31Q: 3 clusters Score -2765368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2765371.000000 Penalty: 3504.586182
	Iteration 32Q: 3 clusters Score -2765371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2765371.000000 Penalty: 3504.586182
	Iteration 33Q: 3 clusters Score -2765371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2765372.250000 Penalty: 3504.586182
	Iteration 34Q: 3 clusters Score -2765372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2765366.750000 Penalty: 3504.586182
	Iteration 35Q: 3 clusters Score -2765367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2765370.500000 Penalty: 3504.586182
	Iteration 36Q: 3 clusters Score -2765370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2765369.250000 Penalty: 3504.586182
	Iteration 37Q: 3 clusters Score -2765369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2765372.250000 Penalty: 3504.586182
	Iteration 38Q: 3 clusters Score -2765372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2765365.750000 Penalty: 3504.586182
	Iteration 39Q: 3 clusters Score -2765366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2765366.500000 Penalty: 3504.586182
	Iteration 40F: 3 clusters Score -2765366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2765368.750000 Penalty: 3504.586182
	Iteration 41Q: 3 clusters Score -2765369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2765369.750000 Penalty: 3504.586182
	Iteration 42Q: 3 clusters Score -2765370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2765370.000000 Penalty: 3504.586182
	Iteration 43Q: 3 clusters Score -2765370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2765370.750000 Penalty: 3504.586182
	Iteration 44Q: 3 clusters Score -2765371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2765370.750000 Penalty: 3504.586182
	Iteration 45F: 3 clusters Score -2765371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 12749 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 39958 members 
Mstep: Class 9 contains 10961 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 246266 members 
Mstep: Class 12 contains 11987 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 96870 members 
Mstep: Class 15 contains 23834 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 2899 members 
Mstep: Class 23 contains 12027 members 
Entering Unmasked Estep 
Score: -34086796.000000 Penalty: 47701.792969
Splitting cluster 1 changes total score from -34085396.000000 to -34086796.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (10555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Entering Unmasked Estep 
Score: -607230.500000 Penalty: 1505.457642
	Iteration 0F: 2 clusters Score -607230.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -599666.000000 Penalty: 3010.915283
	Iteration 0F: 3 clusters Score -599666 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -602857.500000 Penalty: 3010.915283
	Iteration 1F: 3 clusters Score -602857.5 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -605004.750000 Penalty: 3010.915283
	Iteration 2F: 3 clusters Score -605004.8 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -607026.625000 Penalty: 3010.915283
	Iteration 3F: 3 clusters Score -607026.6 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -608373.562500 Penalty: 3010.915283
	Iteration 4F: 3 clusters Score -608373.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -609065.937500 Penalty: 3010.915283
	Iteration 5F: 3 clusters Score -609065.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -609389.125000 Penalty: 3010.915283
	Iteration 6Q: 3 clusters Score -609389.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -609534.875000 Penalty: 3010.915283
	Iteration 7Q: 3 clusters Score -609534.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -609612.250000 Penalty: 3010.915283
	Iteration 8Q: 3 clusters Score -609612.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -609662.750000 Penalty: 3010.915283
	Iteration 9Q: 3 clusters Score -609662.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -609718.500000 Penalty: 3010.915283
	Iteration 10Q: 3 clusters Score -609718.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -609765.250000 Penalty: 3010.915283
	Iteration 11Q: 3 clusters Score -609765.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -609801.750000 Penalty: 3010.915283
	Iteration 12Q: 3 clusters Score -609801.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -609827.937500 Penalty: 3010.915283
	Iteration 13Q: 3 clusters Score -609827.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -609842.937500 Penalty: 3010.915283
	Iteration 14Q: 3 clusters Score -609842.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -609849.375000 Penalty: 3010.915283
	Iteration 15Q: 3 clusters Score -609849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -609852.562500 Penalty: 3010.915283
	Iteration 16Q: 3 clusters Score -609852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -609855.062500 Penalty: 3010.915283
	Iteration 17Q: 3 clusters Score -609855.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -609856.750000 Penalty: 3010.915283
	Iteration 18Q: 3 clusters Score -609856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -609857.250000 Penalty: 3010.915283
	Iteration 19Q: 3 clusters Score -609857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -609859.000000 Penalty: 3010.915283
	Iteration 20F: 3 clusters Score -609859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -609859.000000 Penalty: 3010.915283
	Iteration 21Q: 3 clusters Score -609859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -609859.000000 Penalty: 3010.915283
	Iteration 22F: 3 clusters Score -609859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 12749 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 39958 members 
Mstep: Class 9 contains 10961 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 246266 members 
Mstep: Class 12 contains 11987 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 96870 members 
Mstep: Class 15 contains 23834 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 19 contains 828 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 2899 members 
Mstep: Class 23 contains 12027 members 
Entering Unmasked Estep 
Score: -34088680.000000 Penalty: 49870.054688
Splitting cluster 2 changes total score from -34085396.000000 to -34088680.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 3 (9904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Entering Unmasked Estep 
Score: -537057.312500 Penalty: 1495.112793
	Iteration 0F: 2 clusters Score -537057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -530046.500000 Penalty: 2990.225586
	Iteration 0F: 3 clusters Score -530046.5 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -532409.687500 Penalty: 2990.225586
	Iteration 1F: 3 clusters Score -532409.7 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -532767.625000 Penalty: 2990.225586
	Iteration 2F: 3 clusters Score -532767.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -533036.250000 Penalty: 2990.225586
	Iteration 3F: 3 clusters Score -533036.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -533268.125000 Penalty: 2990.225586
	Iteration 4Q: 3 clusters Score -533268.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -533506.250000 Penalty: 2990.225586
	Iteration 5Q: 3 clusters Score -533506.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -533776.875000 Penalty: 2990.225586
	Iteration 6Q: 3 clusters Score -533776.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -534097.062500 Penalty: 2990.225586
	Iteration 7Q: 3 clusters Score -534097.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -534404.875000 Penalty: 2990.225586
	Iteration 8Q: 3 clusters Score -534404.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -534660.250000 Penalty: 2990.225586
	Iteration 9Q: 3 clusters Score -534660.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -534845.562500 Penalty: 2990.225586
	Iteration 10Q: 3 clusters Score -534845.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -534979.750000 Penalty: 2990.225586
	Iteration 11Q: 3 clusters Score -534979.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -535086.750000 Penalty: 2990.225586
	Iteration 12Q: 3 clusters Score -535086.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -535169.500000 Penalty: 2990.225586
	Iteration 13Q: 3 clusters Score -535169.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -535231.437500 Penalty: 2990.225586
	Iteration 14Q: 3 clusters Score -535231.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -535275.062500 Penalty: 2990.225586
	Iteration 15Q: 3 clusters Score -535275.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -535303.937500 Penalty: 2990.225586
	Iteration 16Q: 3 clusters Score -535303.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -535326.562500 Penalty: 2990.225586
	Iteration 17Q: 3 clusters Score -535326.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -535340.062500 Penalty: 2990.225586
	Iteration 18Q: 3 clusters Score -535340.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -535352.937500 Penalty: 2990.225586
	Iteration 19Q: 3 clusters Score -535352.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -535361.625000 Penalty: 2990.225586
	Iteration 20F: 3 clusters Score -535361.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -535367.125000 Penalty: 2990.225586
	Iteration 21Q: 3 clusters Score -535367.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -535372.562500 Penalty: 2990.225586
	Iteration 22Q: 3 clusters Score -535372.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -535377.125000 Penalty: 2990.225586
	Iteration 23Q: 3 clusters Score -535377.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -535381.062500 Penalty: 2990.225586
	Iteration 24Q: 3 clusters Score -535381.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -535382.625000 Penalty: 2990.225586
	Iteration 25Q: 3 clusters Score -535382.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -535384.250000 Penalty: 2990.225586
	Iteration 26Q: 3 clusters Score -535384.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -535386.375000 Penalty: 2990.225586
	Iteration 27Q: 3 clusters Score -535386.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -535387.812500 Penalty: 2990.225586
	Iteration 28Q: 3 clusters Score -535387.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -535392.000000 Penalty: 2990.225586
	Iteration 29Q: 3 clusters Score -535392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -535391.437500 Penalty: 2990.225586
	Iteration 30Q: 3 clusters Score -535391.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -535393.187500 Penalty: 2990.225586
	Iteration 31Q: 3 clusters Score -535393.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -535394.687500 Penalty: 2990.225586
	Iteration 32Q: 3 clusters Score -535394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -535394.250000 Penalty: 2990.225586
	Iteration 33Q: 3 clusters Score -535394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -535394.625000 Penalty: 2990.225586
	Iteration 34Q: 3 clusters Score -535394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -535396.062500 Penalty: 2990.225586
	Iteration 35Q: 3 clusters Score -535396.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -535396.562500 Penalty: 2990.225586
	Iteration 36Q: 3 clusters Score -535396.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -535396.750000 Penalty: 2990.225586
	Iteration 37Q: 3 clusters Score -535396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -535397.500000 Penalty: 2990.225586
	Iteration 38Q: 3 clusters Score -535397.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -535398.125000 Penalty: 2990.225586
	Iteration 39Q: 3 clusters Score -535398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -535400.437500 Penalty: 2990.225586
	Iteration 40F: 3 clusters Score -535400.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -535400.500000 Penalty: 2990.225586
	Iteration 41Q: 3 clusters Score -535400.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -535401.812500 Penalty: 2990.225586
	Iteration 42Q: 3 clusters Score -535401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -535402.375000 Penalty: 2990.225586
	Iteration 43Q: 3 clusters Score -535402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -535403.062500 Penalty: 2990.225586
	Iteration 44Q: 3 clusters Score -535403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -535404.062500 Penalty: 2990.225586
	Iteration 45Q: 3 clusters Score -535404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -535404.687500 Penalty: 2990.225586
	Iteration 46Q: 3 clusters Score -535404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -535404.062500 Penalty: 2990.225586
	Iteration 47Q: 3 clusters Score -535404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -535405.437500 Penalty: 2990.225586
	Iteration 48Q: 3 clusters Score -535405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -535405.312500 Penalty: 2990.225586
	Iteration 49Q: 3 clusters Score -535405.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -535406.875000 Penalty: 2990.225586
	Iteration 50Q: 3 clusters Score -535406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -535405.750000 Penalty: 2990.225586
	Iteration 51Q: 3 clusters Score -535405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -535405.937500 Penalty: 2990.225586
	Iteration 52Q: 3 clusters Score -535405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -535407.562500 Penalty: 2990.225586
	Iteration 53Q: 3 clusters Score -535407.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -535407.625000 Penalty: 2990.225586
	Iteration 54Q: 3 clusters Score -535407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -535408.000000 Penalty: 2990.225586
	Iteration 55Q: 3 clusters Score -535408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -535408.562500 Penalty: 2990.225586
	Iteration 56Q: 3 clusters Score -535408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -535409.687500 Penalty: 2990.225586
	Iteration 57Q: 3 clusters Score -535409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -535409.250000 Penalty: 2990.225586
	Iteration 58Q: 3 clusters Score -535409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -535409.250000 Penalty: 2990.225586
	Iteration 59Q: 3 clusters Score -535409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -535409.250000 Penalty: 2990.225586
	Iteration 60F: 3 clusters Score -535409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Entering Unmasked Estep 
Score: -283750.593750 Penalty: 1427.848877
	Iteration 0F: 2 clusters Score -283750.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -278876.500000 Penalty: 2855.697754
	Iteration 0F: 3 clusters Score -278876.5 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -280719.312500 Penalty: 2855.697754
	Iteration 1F: 3 clusters Score -280719.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -281260.687500 Penalty: 2855.697754
	Iteration 2F: 3 clusters Score -281260.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -281802.062500 Penalty: 2855.697754
	Iteration 3F: 3 clusters Score -281802.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -282444.968750 Penalty: 2855.697754
	Iteration 4F: 3 clusters Score -282445 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -282938.343750 Penalty: 2855.697754
	Iteration 5F: 3 clusters Score -282938.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -283233.062500 Penalty: 2855.697754
	Iteration 6F: 3 clusters Score -283233.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -283429.718750 Penalty: 2855.697754
	Iteration 7Q: 3 clusters Score -283429.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -283555.000000 Penalty: 2855.697754
	Iteration 8Q: 3 clusters Score -283555 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -283648.343750 Penalty: 2855.697754
	Iteration 9Q: 3 clusters Score -283648.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -283758.562500 Penalty: 2855.697754
	Iteration 10Q: 3 clusters Score -283758.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -283827.812500 Penalty: 2855.697754
	Iteration 11Q: 3 clusters Score -283827.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -283864.312500 Penalty: 2855.697754
	Iteration 12Q: 3 clusters Score -283864.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -283894.750000 Penalty: 2855.697754
	Iteration 13Q: 3 clusters Score -283894.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -283920.312500 Penalty: 2855.697754
	Iteration 14Q: 3 clusters Score -283920.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -283945.375000 Penalty: 2855.697754
	Iteration 15Q: 3 clusters Score -283945.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -283968.156250 Penalty: 2855.697754
	Iteration 16Q: 3 clusters Score -283968.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -283987.718750 Penalty: 2855.697754
	Iteration 17Q: 3 clusters Score -283987.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -284017.562500 Penalty: 2855.697754
	Iteration 18Q: 3 clusters Score -284017.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -284047.750000 Penalty: 2855.697754
	Iteration 19Q: 3 clusters Score -284047.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -284071.687500 Penalty: 2855.697754
	Iteration 20F: 3 clusters Score -284071.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -284101.468750 Penalty: 2855.697754
	Iteration 21Q: 3 clusters Score -284101.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -284134.156250 Penalty: 2855.697754
	Iteration 22Q: 3 clusters Score -284134.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -284169.156250 Penalty: 2855.697754
	Iteration 23Q: 3 clusters Score -284169.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -284219.593750 Penalty: 2855.697754
	Iteration 24Q: 3 clusters Score -284219.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -284299.750000 Penalty: 2855.697754
	Iteration 25Q: 3 clusters Score -284299.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -284371.125000 Penalty: 2855.697754
	Iteration 26Q: 3 clusters Score -284371.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -284430.875000 Penalty: 2855.697754
	Iteration 27Q: 3 clusters Score -284430.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -284514.125000 Penalty: 2855.697754
	Iteration 28Q: 3 clusters Score -284514.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -284570.812500 Penalty: 2855.697754
	Iteration 29Q: 3 clusters Score -284570.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -284615.625000 Penalty: 2855.697754
	Iteration 30Q: 3 clusters Score -284615.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -284654.812500 Penalty: 2855.697754
	Iteration 31Q: 3 clusters Score -284654.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -284676.250000 Penalty: 2855.697754
	Iteration 32Q: 3 clusters Score -284676.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -284689.812500 Penalty: 2855.697754
	Iteration 33Q: 3 clusters Score -284689.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -284700.906250 Penalty: 2855.697754
	Iteration 34Q: 3 clusters Score -284700.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -284711.343750 Penalty: 2855.697754
	Iteration 35Q: 3 clusters Score -284711.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -284720.531250 Penalty: 2855.697754
	Iteration 36Q: 3 clusters Score -284720.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -284726.500000 Penalty: 2855.697754
	Iteration 37Q: 3 clusters Score -284726.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -284732.500000 Penalty: 2855.697754
	Iteration 38Q: 3 clusters Score -284732.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -284737.500000 Penalty: 2855.697754
	Iteration 39Q: 3 clusters Score -284737.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -284739.500000 Penalty: 2855.697754
	Iteration 40F: 3 clusters Score -284739.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -284740.156250 Penalty: 2855.697754
	Iteration 41Q: 3 clusters Score -284740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -284741.031250 Penalty: 2855.697754
	Iteration 42Q: 3 clusters Score -284741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -284741.000000 Penalty: 2855.697754
	Iteration 43Q: 3 clusters Score -284741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -284741.406250 Penalty: 2855.697754
	Iteration 44Q: 3 clusters Score -284741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -284740.718750 Penalty: 2855.697754
	Iteration 45Q: 3 clusters Score -284740.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -284742.781250 Penalty: 2855.697754
	Iteration 46Q: 3 clusters Score -284742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -284743.156250 Penalty: 2855.697754
	Iteration 47Q: 3 clusters Score -284743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -284744.031250 Penalty: 2855.697754
	Iteration 48Q: 3 clusters Score -284744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -284744.656250 Penalty: 2855.697754
	Iteration 49Q: 3 clusters Score -284744.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -284746.625000 Penalty: 2855.697754
	Iteration 50Q: 3 clusters Score -284746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -284747.718750 Penalty: 2855.697754
	Iteration 51Q: 3 clusters Score -284747.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -284748.468750 Penalty: 2855.697754
	Iteration 52Q: 3 clusters Score -284748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -284748.906250 Penalty: 2855.697754
	Iteration 53Q: 3 clusters Score -284748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -284749.000000 Penalty: 2855.697754
	Iteration 54Q: 3 clusters Score -284749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -284749.625000 Penalty: 2855.697754
	Iteration 55Q: 3 clusters Score -284749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -284749.625000 Penalty: 2855.697754
	Iteration 56F: 3 clusters Score -284749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 12749 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 39958 members 
Mstep: Class 9 contains 10961 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 246266 members 
Mstep: Class 12 contains 11987 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 96870 members 
Mstep: Class 15 contains 23834 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 19 contains 828 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 2899 members 
Mstep: Class 23 contains 12027 members 
Mstep: Class 24 contains 2725 members 
Entering Unmasked Estep 
Score: -34088900.000000 Penalty: 52038.320312
Splitting cluster 4 changes total score from -34085396.000000 to -34088900.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (12749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Entering Unmasked Estep 
Score: -677715.750000 Penalty: 1536.146240
	Iteration 0F: 2 clusters Score -677715.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -668707.375000 Penalty: 3072.292480
	Iteration 0F: 3 clusters Score -668707.4 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -671825.125000 Penalty: 3072.292480
	Iteration 1F: 3 clusters Score -671825.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -672152.125000 Penalty: 3072.292480
	Iteration 2F: 3 clusters Score -672152.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -672456.250000 Penalty: 3072.292480
	Iteration 3F: 3 clusters Score -672456.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -672741.812500 Penalty: 3072.292480
	Iteration 4Q: 3 clusters Score -672741.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -672995.062500 Penalty: 3072.292480
	Iteration 5Q: 3 clusters Score -672995.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -673247.750000 Penalty: 3072.292480
	Iteration 6Q: 3 clusters Score -673247.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -673505.875000 Penalty: 3072.292480
	Iteration 7Q: 3 clusters Score -673505.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -673762.375000 Penalty: 3072.292480
	Iteration 8Q: 3 clusters Score -673762.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -674006.937500 Penalty: 3072.292480
	Iteration 9Q: 3 clusters Score -674006.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -674270.625000 Penalty: 3072.292480
	Iteration 10Q: 3 clusters Score -674270.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -674506.937500 Penalty: 3072.292480
	Iteration 11Q: 3 clusters Score -674506.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -674670.812500 Penalty: 3072.292480
	Iteration 12Q: 3 clusters Score -674670.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -674767.437500 Penalty: 3072.292480
	Iteration 13Q: 3 clusters Score -674767.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -674826.000000 Penalty: 3072.292480
	Iteration 14Q: 3 clusters Score -674826 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -674865.125000 Penalty: 3072.292480
	Iteration 15Q: 3 clusters Score -674865.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -674883.937500 Penalty: 3072.292480
	Iteration 16Q: 3 clusters Score -674883.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -674910.937500 Penalty: 3072.292480
	Iteration 17Q: 3 clusters Score -674910.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -674937.500000 Penalty: 3072.292480
	Iteration 18Q: 3 clusters Score -674937.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -674957.125000 Penalty: 3072.292480
	Iteration 19Q: 3 clusters Score -674957.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -674976.375000 Penalty: 3072.292480
	Iteration 20F: 3 clusters Score -674976.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -674987.750000 Penalty: 3072.292480
	Iteration 21Q: 3 clusters Score -674987.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -675000.062500 Penalty: 3072.292480
	Iteration 22Q: 3 clusters Score -675000.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -675010.312500 Penalty: 3072.292480
	Iteration 23Q: 3 clusters Score -675010.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -675018.562500 Penalty: 3072.292480
	Iteration 24Q: 3 clusters Score -675018.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -675025.500000 Penalty: 3072.292480
	Iteration 25Q: 3 clusters Score -675025.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -675033.062500 Penalty: 3072.292480
	Iteration 26Q: 3 clusters Score -675033.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -675037.437500 Penalty: 3072.292480
	Iteration 27Q: 3 clusters Score -675037.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -675046.812500 Penalty: 3072.292480
	Iteration 28Q: 3 clusters Score -675046.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -675058.250000 Penalty: 3072.292480
	Iteration 29Q: 3 clusters Score -675058.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -675069.937500 Penalty: 3072.292480
	Iteration 30Q: 3 clusters Score -675069.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -675076.687500 Penalty: 3072.292480
	Iteration 31Q: 3 clusters Score -675076.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -675085.562500 Penalty: 3072.292480
	Iteration 32Q: 3 clusters Score -675085.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -675088.250000 Penalty: 3072.292480
	Iteration 33Q: 3 clusters Score -675088.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -675095.875000 Penalty: 3072.292480
	Iteration 34Q: 3 clusters Score -675095.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -675097.750000 Penalty: 3072.292480
	Iteration 35Q: 3 clusters Score -675097.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -675100.562500 Penalty: 3072.292480
	Iteration 36Q: 3 clusters Score -675100.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -675106.375000 Penalty: 3072.292480
	Iteration 37Q: 3 clusters Score -675106.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -675112.000000 Penalty: 3072.292480
	Iteration 38Q: 3 clusters Score -675112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -675115.062500 Penalty: 3072.292480
	Iteration 39Q: 3 clusters Score -675115.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -675123.000000 Penalty: 3072.292480
	Iteration 40F: 3 clusters Score -675123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -675128.687500 Penalty: 3072.292480
	Iteration 41Q: 3 clusters Score -675128.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -675130.750000 Penalty: 3072.292480
	Iteration 42Q: 3 clusters Score -675130.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -675138.875000 Penalty: 3072.292480
	Iteration 43Q: 3 clusters Score -675138.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -675152.125000 Penalty: 3072.292480
	Iteration 44Q: 3 clusters Score -675152.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -675162.750000 Penalty: 3072.292480
	Iteration 45Q: 3 clusters Score -675162.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -675171.312500 Penalty: 3072.292480
	Iteration 46Q: 3 clusters Score -675171.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -675180.750000 Penalty: 3072.292480
	Iteration 47Q: 3 clusters Score -675180.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -675187.125000 Penalty: 3072.292480
	Iteration 48Q: 3 clusters Score -675187.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -675193.687500 Penalty: 3072.292480
	Iteration 49Q: 3 clusters Score -675193.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -675199.187500 Penalty: 3072.292480
	Iteration 50Q: 3 clusters Score -675199.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -675206.000000 Penalty: 3072.292480
	Iteration 51Q: 3 clusters Score -675206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -675208.375000 Penalty: 3072.292480
	Iteration 52Q: 3 clusters Score -675208.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -675213.625000 Penalty: 3072.292480
	Iteration 53Q: 3 clusters Score -675213.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -675219.062500 Penalty: 3072.292480
	Iteration 54Q: 3 clusters Score -675219.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -675221.937500 Penalty: 3072.292480
	Iteration 55Q: 3 clusters Score -675221.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -675227.437500 Penalty: 3072.292480
	Iteration 56Q: 3 clusters Score -675227.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -675231.625000 Penalty: 3072.292480
	Iteration 57Q: 3 clusters Score -675231.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -675235.500000 Penalty: 3072.292480
	Iteration 58Q: 3 clusters Score -675235.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -675238.687500 Penalty: 3072.292480
	Iteration 59Q: 3 clusters Score -675238.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -675242.812500 Penalty: 3072.292480
	Iteration 60F: 3 clusters Score -675242.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -675245.937500 Penalty: 3072.292480
	Iteration 61Q: 3 clusters Score -675245.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -675252.312500 Penalty: 3072.292480
	Iteration 62Q: 3 clusters Score -675252.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -675257.687500 Penalty: 3072.292480
	Iteration 63Q: 3 clusters Score -675257.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -675261.062500 Penalty: 3072.292480
	Iteration 64Q: 3 clusters Score -675261.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -675262.687500 Penalty: 3072.292480
	Iteration 65Q: 3 clusters Score -675262.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -675268.375000 Penalty: 3072.292480
	Iteration 66Q: 3 clusters Score -675268.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -675270.250000 Penalty: 3072.292480
	Iteration 67Q: 3 clusters Score -675270.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -675273.437500 Penalty: 3072.292480
	Iteration 68Q: 3 clusters Score -675273.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -675277.187500 Penalty: 3072.292480
	Iteration 69Q: 3 clusters Score -675277.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -675284.375000 Penalty: 3072.292480
	Iteration 70Q: 3 clusters Score -675284.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -675283.312500 Penalty: 3072.292480
	Iteration 71Q: 3 clusters Score -675283.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -675287.312500 Penalty: 3072.292480
	Iteration 72Q: 3 clusters Score -675287.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -675291.937500 Penalty: 3072.292480
	Iteration 73Q: 3 clusters Score -675291.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -675293.937500 Penalty: 3072.292480
	Iteration 74Q: 3 clusters Score -675293.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -675298.500000 Penalty: 3072.292480
	Iteration 75Q: 3 clusters Score -675298.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -675303.062500 Penalty: 3072.292480
	Iteration 76Q: 3 clusters Score -675303.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -675310.187500 Penalty: 3072.292480
	Iteration 77Q: 3 clusters Score -675310.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -675316.875000 Penalty: 3072.292480
	Iteration 78Q: 3 clusters Score -675316.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -675321.437500 Penalty: 3072.292480
	Iteration 79Q: 3 clusters Score -675321.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -675327.000000 Penalty: 3072.292480
	Iteration 80F: 3 clusters Score -675327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -675330.562500 Penalty: 3072.292480
	Iteration 81Q: 3 clusters Score -675330.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -675332.312500 Penalty: 3072.292480
	Iteration 82Q: 3 clusters Score -675332.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -675335.312500 Penalty: 3072.292480
	Iteration 83Q: 3 clusters Score -675335.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -675337.937500 Penalty: 3072.292480
	Iteration 84Q: 3 clusters Score -675337.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -675340.687500 Penalty: 3072.292480
	Iteration 85Q: 3 clusters Score -675340.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -675345.625000 Penalty: 3072.292480
	Iteration 86Q: 3 clusters Score -675345.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -675347.312500 Penalty: 3072.292480
	Iteration 87Q: 3 clusters Score -675347.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -675351.562500 Penalty: 3072.292480
	Iteration 88Q: 3 clusters Score -675351.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -675353.875000 Penalty: 3072.292480
	Iteration 89Q: 3 clusters Score -675353.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -675354.937500 Penalty: 3072.292480
	Iteration 90Q: 3 clusters Score -675354.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -675356.187500 Penalty: 3072.292480
	Iteration 91Q: 3 clusters Score -675356.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -675357.000000 Penalty: 3072.292480
	Iteration 92Q: 3 clusters Score -675357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -675358.062500 Penalty: 3072.292480
	Iteration 93Q: 3 clusters Score -675358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -675360.062500 Penalty: 3072.292480
	Iteration 94Q: 3 clusters Score -675360.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -675360.437500 Penalty: 3072.292480
	Iteration 95Q: 3 clusters Score -675360.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -675361.687500 Penalty: 3072.292480
	Iteration 96Q: 3 clusters Score -675361.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -675363.750000 Penalty: 3072.292480
	Iteration 97Q: 3 clusters Score -675363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -675361.812500 Penalty: 3072.292480
	Iteration 98Q: 3 clusters Score -675361.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -675364.812500 Penalty: 3072.292480
	Iteration 99Q: 3 clusters Score -675364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -675367.125000 Penalty: 3072.292480
	Iteration 100F: 3 clusters Score -675367.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -675366.562500 Penalty: 3072.292480
	Iteration 101Q: 3 clusters Score -675366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -675365.250000 Penalty: 3072.292480
	Iteration 102Q: 3 clusters Score -675365.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -675367.625000 Penalty: 3072.292480
	Iteration 103Q: 3 clusters Score -675367.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -675367.250000 Penalty: 3072.292480
	Iteration 104Q: 3 clusters Score -675367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -675368.625000 Penalty: 3072.292480
	Iteration 105Q: 3 clusters Score -675368.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -675366.625000 Penalty: 3072.292480
	Iteration 106Q: 3 clusters Score -675366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -675368.937500 Penalty: 3072.292480
	Iteration 107Q: 3 clusters Score -675368.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -675369.750000 Penalty: 3072.292480
	Iteration 108Q: 3 clusters Score -675369.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -675369.625000 Penalty: 3072.292480
	Iteration 109Q: 3 clusters Score -675369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -675369.437500 Penalty: 3072.292480
	Iteration 110Q: 3 clusters Score -675369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -675369.375000 Penalty: 3072.292480
	Iteration 111Q: 3 clusters Score -675369.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -675370.000000 Penalty: 3072.292480
	Iteration 112Q: 3 clusters Score -675370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -675370.312500 Penalty: 3072.292480
	Iteration 113Q: 3 clusters Score -675370.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -675370.312500 Penalty: 3072.292480
	Iteration 114F: 3 clusters Score -675370.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Entering Unmasked Estep 
Score: -775632.562500 Penalty: 1546.407471
	Iteration 0F: 2 clusters Score -775632.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -766110.625000 Penalty: 3092.814941
	Iteration 0F: 3 clusters Score -766110.6 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -769496.250000 Penalty: 3092.814941
	Iteration 1F: 3 clusters Score -769496.2 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -770067.750000 Penalty: 3092.814941
	Iteration 2F: 3 clusters Score -770067.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -770647.562500 Penalty: 3092.814941
	Iteration 3F: 3 clusters Score -770647.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -771280.125000 Penalty: 3092.814941
	Iteration 4F: 3 clusters Score -771280.1 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -771856.437500 Penalty: 3092.814941
	Iteration 5F: 3 clusters Score -771856.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -772333.875000 Penalty: 3092.814941
	Iteration 6F: 3 clusters Score -772333.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -772705.687500 Penalty: 3092.814941
	Iteration 7F: 3 clusters Score -772705.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -772952.750000 Penalty: 3092.814941
	Iteration 8Q: 3 clusters Score -772952.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -773152.375000 Penalty: 3092.814941
	Iteration 9Q: 3 clusters Score -773152.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -773305.250000 Penalty: 3092.814941
	Iteration 10Q: 3 clusters Score -773305.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -773414.187500 Penalty: 3092.814941
	Iteration 11Q: 3 clusters Score -773414.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -773495.562500 Penalty: 3092.814941
	Iteration 12Q: 3 clusters Score -773495.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -773570.625000 Penalty: 3092.814941
	Iteration 13Q: 3 clusters Score -773570.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -773619.812500 Penalty: 3092.814941
	Iteration 14Q: 3 clusters Score -773619.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -773666.687500 Penalty: 3092.814941
	Iteration 15Q: 3 clusters Score -773666.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -773697.937500 Penalty: 3092.814941
	Iteration 16Q: 3 clusters Score -773697.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -773730.000000 Penalty: 3092.814941
	Iteration 17Q: 3 clusters Score -773730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -773761.250000 Penalty: 3092.814941
	Iteration 18Q: 3 clusters Score -773761.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -773789.437500 Penalty: 3092.814941
	Iteration 19Q: 3 clusters Score -773789.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -773819.312500 Penalty: 3092.814941
	Iteration 20F: 3 clusters Score -773819.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -773852.625000 Penalty: 3092.814941
	Iteration 21Q: 3 clusters Score -773852.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -773882.375000 Penalty: 3092.814941
	Iteration 22Q: 3 clusters Score -773882.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -773908.375000 Penalty: 3092.814941
	Iteration 23Q: 3 clusters Score -773908.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -773926.625000 Penalty: 3092.814941
	Iteration 24Q: 3 clusters Score -773926.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -773948.125000 Penalty: 3092.814941
	Iteration 25Q: 3 clusters Score -773948.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -773971.812500 Penalty: 3092.814941
	Iteration 26Q: 3 clusters Score -773971.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -773989.937500 Penalty: 3092.814941
	Iteration 27Q: 3 clusters Score -773989.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -774013.437500 Penalty: 3092.814941
	Iteration 28Q: 3 clusters Score -774013.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -774042.812500 Penalty: 3092.814941
	Iteration 29Q: 3 clusters Score -774042.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -774086.250000 Penalty: 3092.814941
	Iteration 30Q: 3 clusters Score -774086.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -774145.250000 Penalty: 3092.814941
	Iteration 31Q: 3 clusters Score -774145.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -774194.062500 Penalty: 3092.814941
	Iteration 32Q: 3 clusters Score -774194.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -774235.750000 Penalty: 3092.814941
	Iteration 33Q: 3 clusters Score -774235.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -774269.125000 Penalty: 3092.814941
	Iteration 34Q: 3 clusters Score -774269.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -774302.562500 Penalty: 3092.814941
	Iteration 35Q: 3 clusters Score -774302.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -774341.625000 Penalty: 3092.814941
	Iteration 36Q: 3 clusters Score -774341.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -774375.312500 Penalty: 3092.814941
	Iteration 37Q: 3 clusters Score -774375.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -774402.562500 Penalty: 3092.814941
	Iteration 38Q: 3 clusters Score -774402.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -774425.125000 Penalty: 3092.814941
	Iteration 39Q: 3 clusters Score -774425.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -774446.250000 Penalty: 3092.814941
	Iteration 40F: 3 clusters Score -774446.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -774465.375000 Penalty: 3092.814941
	Iteration 41Q: 3 clusters Score -774465.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -774491.687500 Penalty: 3092.814941
	Iteration 42Q: 3 clusters Score -774491.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -774514.437500 Penalty: 3092.814941
	Iteration 43Q: 3 clusters Score -774514.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -774526.187500 Penalty: 3092.814941
	Iteration 44Q: 3 clusters Score -774526.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -774535.125000 Penalty: 3092.814941
	Iteration 45Q: 3 clusters Score -774535.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -774545.437500 Penalty: 3092.814941
	Iteration 46Q: 3 clusters Score -774545.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -774559.625000 Penalty: 3092.814941
	Iteration 47Q: 3 clusters Score -774559.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -774565.250000 Penalty: 3092.814941
	Iteration 48Q: 3 clusters Score -774565.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -774570.375000 Penalty: 3092.814941
	Iteration 49Q: 3 clusters Score -774570.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -774578.375000 Penalty: 3092.814941
	Iteration 50Q: 3 clusters Score -774578.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -774588.562500 Penalty: 3092.814941
	Iteration 51Q: 3 clusters Score -774588.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -774599.187500 Penalty: 3092.814941
	Iteration 52Q: 3 clusters Score -774599.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -774613.750000 Penalty: 3092.814941
	Iteration 53Q: 3 clusters Score -774613.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -774625.312500 Penalty: 3092.814941
	Iteration 54Q: 3 clusters Score -774625.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -774640.937500 Penalty: 3092.814941
	Iteration 55Q: 3 clusters Score -774640.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -774652.625000 Penalty: 3092.814941
	Iteration 56Q: 3 clusters Score -774652.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -774670.437500 Penalty: 3092.814941
	Iteration 57Q: 3 clusters Score -774670.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -774686.125000 Penalty: 3092.814941
	Iteration 58Q: 3 clusters Score -774686.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -774700.875000 Penalty: 3092.814941
	Iteration 59Q: 3 clusters Score -774700.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -774718.687500 Penalty: 3092.814941
	Iteration 60F: 3 clusters Score -774718.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -774736.562500 Penalty: 3092.814941
	Iteration 61Q: 3 clusters Score -774736.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -774757.000000 Penalty: 3092.814941
	Iteration 62Q: 3 clusters Score -774757 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -774780.687500 Penalty: 3092.814941
	Iteration 63Q: 3 clusters Score -774780.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -774802.875000 Penalty: 3092.814941
	Iteration 64Q: 3 clusters Score -774802.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -774835.937500 Penalty: 3092.814941
	Iteration 65Q: 3 clusters Score -774835.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -774877.000000 Penalty: 3092.814941
	Iteration 66Q: 3 clusters Score -774877 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -774913.062500 Penalty: 3092.814941
	Iteration 67Q: 3 clusters Score -774913.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -774947.187500 Penalty: 3092.814941
	Iteration 68Q: 3 clusters Score -774947.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -774982.812500 Penalty: 3092.814941
	Iteration 69Q: 3 clusters Score -774982.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -775017.000000 Penalty: 3092.814941
	Iteration 70Q: 3 clusters Score -775017 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -775056.937500 Penalty: 3092.814941
	Iteration 71Q: 3 clusters Score -775056.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -775089.187500 Penalty: 3092.814941
	Iteration 72Q: 3 clusters Score -775089.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -775119.687500 Penalty: 3092.814941
	Iteration 73Q: 3 clusters Score -775119.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -775148.875000 Penalty: 3092.814941
	Iteration 74Q: 3 clusters Score -775148.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -775185.937500 Penalty: 3092.814941
	Iteration 75Q: 3 clusters Score -775185.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -775223.437500 Penalty: 3092.814941
	Iteration 76Q: 3 clusters Score -775223.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -775249.312500 Penalty: 3092.814941
	Iteration 77Q: 3 clusters Score -775249.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -775266.875000 Penalty: 3092.814941
	Iteration 78Q: 3 clusters Score -775266.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -775281.750000 Penalty: 3092.814941
	Iteration 79Q: 3 clusters Score -775281.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -775300.312500 Penalty: 3092.814941
	Iteration 80F: 3 clusters Score -775300.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -775315.750000 Penalty: 3092.814941
	Iteration 81Q: 3 clusters Score -775315.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -775325.062500 Penalty: 3092.814941
	Iteration 82Q: 3 clusters Score -775325.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -775335.562500 Penalty: 3092.814941
	Iteration 83Q: 3 clusters Score -775335.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -775343.437500 Penalty: 3092.814941
	Iteration 84Q: 3 clusters Score -775343.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -775351.437500 Penalty: 3092.814941
	Iteration 85Q: 3 clusters Score -775351.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -775355.437500 Penalty: 3092.814941
	Iteration 86Q: 3 clusters Score -775355.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -775357.187500 Penalty: 3092.814941
	Iteration 87Q: 3 clusters Score -775357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -775360.125000 Penalty: 3092.814941
	Iteration 88Q: 3 clusters Score -775360.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -775364.125000 Penalty: 3092.814941
	Iteration 89Q: 3 clusters Score -775364.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -775369.000000 Penalty: 3092.814941
	Iteration 90Q: 3 clusters Score -775369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -775371.250000 Penalty: 3092.814941
	Iteration 91Q: 3 clusters Score -775371.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -775375.500000 Penalty: 3092.814941
	Iteration 92Q: 3 clusters Score -775375.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -775379.750000 Penalty: 3092.814941
	Iteration 93Q: 3 clusters Score -775379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -775385.062500 Penalty: 3092.814941
	Iteration 94Q: 3 clusters Score -775385.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -775390.625000 Penalty: 3092.814941
	Iteration 95Q: 3 clusters Score -775390.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -775394.875000 Penalty: 3092.814941
	Iteration 96Q: 3 clusters Score -775394.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -775400.812500 Penalty: 3092.814941
	Iteration 97Q: 3 clusters Score -775400.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -775404.250000 Penalty: 3092.814941
	Iteration 98Q: 3 clusters Score -775404.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -775410.062500 Penalty: 3092.814941
	Iteration 99Q: 3 clusters Score -775410.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -775414.312500 Penalty: 3092.814941
	Iteration 100F: 3 clusters Score -775414.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -775419.000000 Penalty: 3092.814941
	Iteration 101Q: 3 clusters Score -775419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -775423.750000 Penalty: 3092.814941
	Iteration 102Q: 3 clusters Score -775423.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -775429.812500 Penalty: 3092.814941
	Iteration 103Q: 3 clusters Score -775429.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -775436.000000 Penalty: 3092.814941
	Iteration 104Q: 3 clusters Score -775436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -775444.875000 Penalty: 3092.814941
	Iteration 105Q: 3 clusters Score -775444.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -775461.187500 Penalty: 3092.814941
	Iteration 106Q: 3 clusters Score -775461.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -775473.125000 Penalty: 3092.814941
	Iteration 107Q: 3 clusters Score -775473.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -775478.312500 Penalty: 3092.814941
	Iteration 108Q: 3 clusters Score -775478.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -775481.437500 Penalty: 3092.814941
	Iteration 109Q: 3 clusters Score -775481.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -775482.250000 Penalty: 3092.814941
	Iteration 110Q: 3 clusters Score -775482.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -775487.062500 Penalty: 3092.814941
	Iteration 111Q: 3 clusters Score -775487.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -775496.125000 Penalty: 3092.814941
	Iteration 112Q: 3 clusters Score -775496.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -775502.937500 Penalty: 3092.814941
	Iteration 113Q: 3 clusters Score -775502.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -775508.062500 Penalty: 3092.814941
	Iteration 114Q: 3 clusters Score -775508.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -775509.500000 Penalty: 3092.814941
	Iteration 115Q: 3 clusters Score -775509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -775511.187500 Penalty: 3092.814941
	Iteration 116Q: 3 clusters Score -775511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -775512.687500 Penalty: 3092.814941
	Iteration 117Q: 3 clusters Score -775512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -775514.000000 Penalty: 3092.814941
	Iteration 118Q: 3 clusters Score -775514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -775513.875000 Penalty: 3092.814941
	Iteration 119Q: 3 clusters Score -775513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -775514.000000 Penalty: 3092.814941
	Iteration 120F: 3 clusters Score -775514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -775518.750000 Penalty: 3092.814941
	Iteration 121Q: 3 clusters Score -775518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -775518.625000 Penalty: 3092.814941
	Iteration 122Q: 3 clusters Score -775518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -775520.750000 Penalty: 3092.814941
	Iteration 123Q: 3 clusters Score -775520.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -775520.125000 Penalty: 3092.814941
	Iteration 124Q: 3 clusters Score -775520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -775523.500000 Penalty: 3092.814941
	Iteration 125Q: 3 clusters Score -775523.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -775524.562500 Penalty: 3092.814941
	Iteration 126Q: 3 clusters Score -775524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -775523.125000 Penalty: 3092.814941
	Iteration 127Q: 3 clusters Score -775523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -775525.750000 Penalty: 3092.814941
	Iteration 128Q: 3 clusters Score -775525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -775523.750000 Penalty: 3092.814941
	Iteration 129Q: 3 clusters Score -775523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -775525.125000 Penalty: 3092.814941
	Iteration 130Q: 3 clusters Score -775525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -775526.437500 Penalty: 3092.814941
	Iteration 131Q: 3 clusters Score -775526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -775524.562500 Penalty: 3092.814941
	Iteration 132Q: 3 clusters Score -775524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -775524.562500 Penalty: 3092.814941
	Iteration 133F: 3 clusters Score -775524.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Entering Unmasked Estep 
Score: -2326400.500000 Penalty: 1721.782349
	Iteration 0F: 2 clusters Score -2326400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2299740.750000 Penalty: 3443.564697
	Iteration 0F: 3 clusters Score -2299741 nChanged 18568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2310362.500000 Penalty: 3443.564697
	Iteration 1F: 3 clusters Score -2310362 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2310920.750000 Penalty: 3443.564697
	Iteration 2Q: 3 clusters Score -2310921 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2311701.500000 Penalty: 3443.564697
	Iteration 3Q: 3 clusters Score -2311702 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2312913.500000 Penalty: 3443.564697
	Iteration 4F: 3 clusters Score -2312914 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2314621.250000 Penalty: 3443.564697
	Iteration 5F: 3 clusters Score -2314621 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2316655.000000 Penalty: 3443.564697
	Iteration 6F: 3 clusters Score -2316655 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2318740.500000 Penalty: 3443.564697
	Iteration 7F: 3 clusters Score -2318740 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2320521.750000 Penalty: 3443.564697
	Iteration 8F: 3 clusters Score -2320522 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2321984.000000 Penalty: 3443.564697
	Iteration 9Q: 3 clusters Score -2321984 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2323168.750000 Penalty: 3443.564697
	Iteration 10Q: 3 clusters Score -2323169 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2324037.000000 Penalty: 3443.564697
	Iteration 11Q: 3 clusters Score -2324037 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2324535.250000 Penalty: 3443.564697
	Iteration 12Q: 3 clusters Score -2324535 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2324831.750000 Penalty: 3443.564697
	Iteration 13Q: 3 clusters Score -2324832 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2324959.500000 Penalty: 3443.564697
	Iteration 14Q: 3 clusters Score -2324960 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2325006.000000 Penalty: 3443.564697
	Iteration 15Q: 3 clusters Score -2325006 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2325033.000000 Penalty: 3443.564697
	Iteration 16Q: 3 clusters Score -2325033 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2325047.250000 Penalty: 3443.564697
	Iteration 17Q: 3 clusters Score -2325047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2325052.750000 Penalty: 3443.564697
	Iteration 18Q: 3 clusters Score -2325053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2325053.250000 Penalty: 3443.564697
	Iteration 19Q: 3 clusters Score -2325053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2325059.000000 Penalty: 3443.564697
	Iteration 20F: 3 clusters Score -2325059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2325062.500000 Penalty: 3443.564697
	Iteration 21Q: 3 clusters Score -2325062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2325066.250000 Penalty: 3443.564697
	Iteration 22Q: 3 clusters Score -2325066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2325073.500000 Penalty: 3443.564697
	Iteration 23Q: 3 clusters Score -2325074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2325077.250000 Penalty: 3443.564697
	Iteration 24Q: 3 clusters Score -2325077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2325080.750000 Penalty: 3443.564697
	Iteration 25Q: 3 clusters Score -2325081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2325079.750000 Penalty: 3443.564697
	Iteration 26Q: 3 clusters Score -2325080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2325079.000000 Penalty: 3443.564697
	Iteration 27Q: 3 clusters Score -2325079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2325079.750000 Penalty: 3443.564697
	Iteration 28Q: 3 clusters Score -2325080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2325081.250000 Penalty: 3443.564697
	Iteration 29Q: 3 clusters Score -2325081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2325080.000000 Penalty: 3443.564697
	Iteration 30Q: 3 clusters Score -2325080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2325083.250000 Penalty: 3443.564697
	Iteration 31Q: 3 clusters Score -2325083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2325082.000000 Penalty: 3443.564697
	Iteration 32Q: 3 clusters Score -2325082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2325082.250000 Penalty: 3443.564697
	Iteration 33Q: 3 clusters Score -2325082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2325083.000000 Penalty: 3443.564697
	Iteration 34Q: 3 clusters Score -2325083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2325083.500000 Penalty: 3443.564697
	Iteration 35Q: 3 clusters Score -2325084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2325083.500000 Penalty: 3443.564697
	Iteration 36Q: 3 clusters Score -2325084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2325086.250000 Penalty: 3443.564697
	Iteration 37Q: 3 clusters Score -2325086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2325086.250000 Penalty: 3443.564697
	Iteration 38F: 3 clusters Score -2325086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Entering Unmasked Estep 
Score: -569458.500000 Penalty: 1511.591064
	Iteration 0F: 2 clusters Score -569458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -561681.437500 Penalty: 3023.182129
	Iteration 0F: 3 clusters Score -561681.4 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -564577.812500 Penalty: 3023.182129
	Iteration 1F: 3 clusters Score -564577.8 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -565454.000000 Penalty: 3023.182129
	Iteration 2F: 3 clusters Score -565454 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -566690.375000 Penalty: 3023.182129
	Iteration 3F: 3 clusters Score -566690.4 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -568117.250000 Penalty: 3023.182129
	Iteration 4F: 3 clusters Score -568117.2 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -569576.750000 Penalty: 3023.182129
	Iteration 5F: 3 clusters Score -569576.8 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -570774.687500 Penalty: 3023.182129
	Iteration 6F: 3 clusters Score -570774.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -571448.687500 Penalty: 3023.182129
	Iteration 7F: 3 clusters Score -571448.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -571826.625000 Penalty: 3023.182129
	Iteration 8Q: 3 clusters Score -571826.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -572095.125000 Penalty: 3023.182129
	Iteration 9Q: 3 clusters Score -572095.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -572385.250000 Penalty: 3023.182129
	Iteration 10Q: 3 clusters Score -572385.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -572620.250000 Penalty: 3023.182129
	Iteration 11Q: 3 clusters Score -572620.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -572717.125000 Penalty: 3023.182129
	Iteration 12Q: 3 clusters Score -572717.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -572763.875000 Penalty: 3023.182129
	Iteration 13Q: 3 clusters Score -572763.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -572779.062500 Penalty: 3023.182129
	Iteration 14Q: 3 clusters Score -572779.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -572787.250000 Penalty: 3023.182129
	Iteration 15Q: 3 clusters Score -572787.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -572792.875000 Penalty: 3023.182129
	Iteration 16Q: 3 clusters Score -572792.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -572796.125000 Penalty: 3023.182129
	Iteration 17Q: 3 clusters Score -572796.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -572801.062500 Penalty: 3023.182129
	Iteration 18Q: 3 clusters Score -572801.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -572803.562500 Penalty: 3023.182129
	Iteration 19Q: 3 clusters Score -572803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -572807.375000 Penalty: 3023.182129
	Iteration 20F: 3 clusters Score -572807.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -572809.000000 Penalty: 3023.182129
	Iteration 21Q: 3 clusters Score -572809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -572809.750000 Penalty: 3023.182129
	Iteration 22Q: 3 clusters Score -572809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -572810.500000 Penalty: 3023.182129
	Iteration 23Q: 3 clusters Score -572810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -572811.500000 Penalty: 3023.182129
	Iteration 24Q: 3 clusters Score -572811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -572811.437500 Penalty: 3023.182129
	Iteration 25Q: 3 clusters Score -572811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -572811.437500 Penalty: 3023.182129
	Iteration 26Q: 3 clusters Score -572811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -572811.437500 Penalty: 3023.182129
	Iteration 27F: 3 clusters Score -572811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 12749 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 39958 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 246266 members 
Mstep: Class 12 contains 11987 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 96870 members 
Mstep: Class 15 contains 23834 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 19 contains 828 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 2899 members 
Mstep: Class 23 contains 12027 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 2985 members 
Entering Unmasked Estep 
Score: -34091668.000000 Penalty: 54206.582031
Splitting cluster 9 changes total score from -34085396.000000 to -34091668.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (15335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Entering Unmasked Estep 
Score: -820479.250000 Penalty: 1566.157593
	Iteration 0F: 2 clusters Score -820479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -809810.875000 Penalty: 3132.315186
	Iteration 0F: 3 clusters Score -809810.9 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -813678.812500 Penalty: 3132.315186
	Iteration 1F: 3 clusters Score -813678.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -814078.687500 Penalty: 3132.315186
	Iteration 2F: 3 clusters Score -814078.7 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -814451.187500 Penalty: 3132.315186
	Iteration 3F: 3 clusters Score -814451.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -814873.500000 Penalty: 3132.315186
	Iteration 4F: 3 clusters Score -814873.5 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -815435.562500 Penalty: 3132.315186
	Iteration 5F: 3 clusters Score -815435.6 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -816062.312500 Penalty: 3132.315186
	Iteration 6F: 3 clusters Score -816062.3 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -816743.125000 Penalty: 3132.315186
	Iteration 7F: 3 clusters Score -816743.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -817431.125000 Penalty: 3132.315186
	Iteration 8F: 3 clusters Score -817431.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -817928.875000 Penalty: 3132.315186
	Iteration 9Q: 3 clusters Score -817928.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -818264.187500 Penalty: 3132.315186
	Iteration 10Q: 3 clusters Score -818264.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -818479.937500 Penalty: 3132.315186
	Iteration 11Q: 3 clusters Score -818479.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -818619.125000 Penalty: 3132.315186
	Iteration 12Q: 3 clusters Score -818619.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -818742.812500 Penalty: 3132.315186
	Iteration 13Q: 3 clusters Score -818742.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -818850.562500 Penalty: 3132.315186
	Iteration 14Q: 3 clusters Score -818850.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -818926.000000 Penalty: 3132.315186
	Iteration 15Q: 3 clusters Score -818926 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -818997.375000 Penalty: 3132.315186
	Iteration 16Q: 3 clusters Score -818997.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -819045.375000 Penalty: 3132.315186
	Iteration 17Q: 3 clusters Score -819045.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -819091.125000 Penalty: 3132.315186
	Iteration 18Q: 3 clusters Score -819091.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -819122.750000 Penalty: 3132.315186
	Iteration 19Q: 3 clusters Score -819122.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -819145.812500 Penalty: 3132.315186
	Iteration 20F: 3 clusters Score -819145.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -819162.437500 Penalty: 3132.315186
	Iteration 21Q: 3 clusters Score -819162.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -819176.187500 Penalty: 3132.315186
	Iteration 22Q: 3 clusters Score -819176.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -819188.000000 Penalty: 3132.315186
	Iteration 23Q: 3 clusters Score -819188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -819201.562500 Penalty: 3132.315186
	Iteration 24Q: 3 clusters Score -819201.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -819212.625000 Penalty: 3132.315186
	Iteration 25Q: 3 clusters Score -819212.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -819221.937500 Penalty: 3132.315186
	Iteration 26Q: 3 clusters Score -819221.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -819230.875000 Penalty: 3132.315186
	Iteration 27Q: 3 clusters Score -819230.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -819239.000000 Penalty: 3132.315186
	Iteration 28Q: 3 clusters Score -819239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -819242.937500 Penalty: 3132.315186
	Iteration 29Q: 3 clusters Score -819242.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -819245.875000 Penalty: 3132.315186
	Iteration 30Q: 3 clusters Score -819245.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -819249.812500 Penalty: 3132.315186
	Iteration 31Q: 3 clusters Score -819249.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -819251.562500 Penalty: 3132.315186
	Iteration 32Q: 3 clusters Score -819251.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -819253.812500 Penalty: 3132.315186
	Iteration 33Q: 3 clusters Score -819253.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -819253.187500 Penalty: 3132.315186
	Iteration 34Q: 3 clusters Score -819253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -819255.375000 Penalty: 3132.315186
	Iteration 35Q: 3 clusters Score -819255.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -819258.812500 Penalty: 3132.315186
	Iteration 36Q: 3 clusters Score -819258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -819258.937500 Penalty: 3132.315186
	Iteration 37Q: 3 clusters Score -819258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -819259.312500 Penalty: 3132.315186
	Iteration 38Q: 3 clusters Score -819259.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -819261.625000 Penalty: 3132.315186
	Iteration 39Q: 3 clusters Score -819261.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -819262.000000 Penalty: 3132.315186
	Iteration 40F: 3 clusters Score -819262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -819263.187500 Penalty: 3132.315186
	Iteration 41Q: 3 clusters Score -819263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -819263.562500 Penalty: 3132.315186
	Iteration 42Q: 3 clusters Score -819263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -819264.625000 Penalty: 3132.315186
	Iteration 43Q: 3 clusters Score -819264.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -819264.625000 Penalty: 3132.315186
	Iteration 44Q: 3 clusters Score -819264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -819264.437500 Penalty: 3132.315186
	Iteration 45Q: 3 clusters Score -819264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -819266.750000 Penalty: 3132.315186
	Iteration 46Q: 3 clusters Score -819266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -819266.625000 Penalty: 3132.315186
	Iteration 47Q: 3 clusters Score -819266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -819266.625000 Penalty: 3132.315186
	Iteration 48F: 3 clusters Score -819266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (246266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246266 members 
Entering Unmasked Estep 
Score: -14375218.000000 Penalty: 2017.302246
	Iteration 0F: 2 clusters Score -1.437522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123621 members 
Mstep: Class 2 contains 122645 members 
Entering Unmasked Estep 
Score: -14209047.000000 Penalty: 4034.604492
	Iteration 0F: 3 clusters Score -1.420905e+07 nChanged 119712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133943 members 
Mstep: Class 2 contains 112323 members 
Entering Unmasked Estep 
Score: -14281899.000000 Penalty: 4034.604492
	Iteration 1F: 3 clusters Score -1.42819e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140793 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
Score: -14285029.000000 Penalty: 4034.604492
	Iteration 2Q: 3 clusters Score -1.428503e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151238 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -14290892.000000 Penalty: 4034.604492
	Iteration 3Q: 3 clusters Score -1.429089e+07 nChanged 15600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166104 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -14301261.000000 Penalty: 4034.604492
	Iteration 4F: 3 clusters Score -1.430126e+07 nChanged 19384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185112 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -14317656.000000 Penalty: 4034.604492
	Iteration 5F: 3 clusters Score -1.431766e+07 nChanged 19916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204808 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -14337426.000000 Penalty: 4034.604492
	Iteration 6F: 3 clusters Score -1.433743e+07 nChanged 15185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219807 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -14353954.000000 Penalty: 4034.604492
	Iteration 7F: 3 clusters Score -1.435395e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227912 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -14364009.000000 Penalty: 4034.604492
	Iteration 8Q: 3 clusters Score -1.436401e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231239 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -14367802.000000 Penalty: 4034.604492
	Iteration 9Q: 3 clusters Score -1.43678e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233235 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -14369539.000000 Penalty: 4034.604492
	Iteration 10Q: 3 clusters Score -1.436954e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234709 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -14370479.000000 Penalty: 4034.604492
	Iteration 11Q: 3 clusters Score -1.437048e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235963 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -14371041.000000 Penalty: 4034.604492
	Iteration 12Q: 3 clusters Score -1.437104e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237061 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -14371482.000000 Penalty: 4034.604492
	Iteration 13Q: 3 clusters Score -1.437148e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237938 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -14371837.000000 Penalty: 4034.604492
	Iteration 14Q: 3 clusters Score -1.437184e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238715 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -14372124.000000 Penalty: 4034.604492
	Iteration 15Q: 3 clusters Score -1.437212e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239381 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -14372452.000000 Penalty: 4034.604492
	Iteration 16Q: 3 clusters Score -1.437245e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239921 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -14372718.000000 Penalty: 4034.604492
	Iteration 17Q: 3 clusters Score -1.437272e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240381 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -14372970.000000 Penalty: 4034.604492
	Iteration 18Q: 3 clusters Score -1.437297e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240745 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -14373136.000000 Penalty: 4034.604492
	Iteration 19Q: 3 clusters Score -1.437314e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241052 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -14373273.000000 Penalty: 4034.604492
	Iteration 20F: 3 clusters Score -1.437327e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241326 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -14373389.000000 Penalty: 4034.604492
	Iteration 21Q: 3 clusters Score -1.437339e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241532 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -14373541.000000 Penalty: 4034.604492
	Iteration 22Q: 3 clusters Score -1.437354e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241698 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -14373643.000000 Penalty: 4034.604492
	Iteration 23Q: 3 clusters Score -1.437364e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241822 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -14373757.000000 Penalty: 4034.604492
	Iteration 24Q: 3 clusters Score -1.437376e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241931 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -14373821.000000 Penalty: 4034.604492
	Iteration 25Q: 3 clusters Score -1.437382e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242023 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -14373883.000000 Penalty: 4034.604492
	Iteration 26Q: 3 clusters Score -1.437388e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242106 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -14373909.000000 Penalty: 4034.604492
	Iteration 27Q: 3 clusters Score -1.437391e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242179 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -14373962.000000 Penalty: 4034.604492
	Iteration 28Q: 3 clusters Score -1.437396e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242235 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -14373966.000000 Penalty: 4034.604492
	Iteration 29Q: 3 clusters Score -1.437397e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242266 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -14374023.000000 Penalty: 4034.604492
	Iteration 30Q: 3 clusters Score -1.437402e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242298 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -14374085.000000 Penalty: 4034.604492
	Iteration 31Q: 3 clusters Score -1.437408e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242324 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -14374116.000000 Penalty: 4034.604492
	Iteration 32Q: 3 clusters Score -1.437412e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242337 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -14374108.000000 Penalty: 4034.604492
	Iteration 33Q: 3 clusters Score -1.437411e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242334 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -14374119.000000 Penalty: 4034.604492
	Iteration 34Q: 3 clusters Score -1.437412e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242343 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -14374139.000000 Penalty: 4034.604492
	Iteration 35Q: 3 clusters Score -1.437414e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242341 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -14374161.000000 Penalty: 4034.604492
	Iteration 36Q: 3 clusters Score -1.437416e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242354 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -14374236.000000 Penalty: 4034.604492
	Iteration 37Q: 3 clusters Score -1.437424e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242357 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -14374248.000000 Penalty: 4034.604492
	Iteration 38Q: 3 clusters Score -1.437425e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242352 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -14374246.000000 Penalty: 4034.604492
	Iteration 39Q: 3 clusters Score -1.437425e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242338 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -14374262.000000 Penalty: 4034.604492
	Iteration 40F: 3 clusters Score -1.437426e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242342 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -14374247.000000 Penalty: 4034.604492
	Iteration 41Q: 3 clusters Score -1.437425e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242340 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -14374262.000000 Penalty: 4034.604492
	Iteration 42Q: 3 clusters Score -1.437426e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242345 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -14374285.000000 Penalty: 4034.604492
	Iteration 43Q: 3 clusters Score -1.437428e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242326 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -14374289.000000 Penalty: 4034.604492
	Iteration 44Q: 3 clusters Score -1.437429e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242309 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -14374293.000000 Penalty: 4034.604492
	Iteration 45Q: 3 clusters Score -1.437429e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242293 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -14374298.000000 Penalty: 4034.604492
	Iteration 46Q: 3 clusters Score -1.43743e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242272 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -14374331.000000 Penalty: 4034.604492
	Iteration 47Q: 3 clusters Score -1.437433e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242256 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -14374342.000000 Penalty: 4034.604492
	Iteration 48Q: 3 clusters Score -1.437434e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242239 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -14374335.000000 Penalty: 4034.604492
	Iteration 49Q: 3 clusters Score -1.437434e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242222 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -14374331.000000 Penalty: 4034.604492
	Iteration 50Q: 3 clusters Score -1.437433e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242228 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -14374334.000000 Penalty: 4034.604492
	Iteration 51Q: 3 clusters Score -1.437433e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242225 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -14374338.000000 Penalty: 4034.604492
	Iteration 52Q: 3 clusters Score -1.437434e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242214 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -14374340.000000 Penalty: 4034.604492
	Iteration 53Q: 3 clusters Score -1.437434e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242202 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -14374343.000000 Penalty: 4034.604492
	Iteration 54Q: 3 clusters Score -1.437434e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242187 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -14374361.000000 Penalty: 4034.604492
	Iteration 55Q: 3 clusters Score -1.437436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242168 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -14374363.000000 Penalty: 4034.604492
	Iteration 56Q: 3 clusters Score -1.437436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242151 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -14374383.000000 Penalty: 4034.604492
	Iteration 57Q: 3 clusters Score -1.437438e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242135 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -14374382.000000 Penalty: 4034.604492
	Iteration 58Q: 3 clusters Score -1.437438e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242119 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -14374396.000000 Penalty: 4034.604492
	Iteration 59Q: 3 clusters Score -1.43744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242081 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -14374412.000000 Penalty: 4034.604492
	Iteration 60F: 3 clusters Score -1.437441e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242059 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -14374390.000000 Penalty: 4034.604492
	Iteration 61Q: 3 clusters Score -1.437439e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242033 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -14374412.000000 Penalty: 4034.604492
	Iteration 62Q: 3 clusters Score -1.437441e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242003 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -14374403.000000 Penalty: 4034.604492
	Iteration 63Q: 3 clusters Score -1.43744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241969 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -14374421.000000 Penalty: 4034.604492
	Iteration 64Q: 3 clusters Score -1.437442e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241926 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -14374422.000000 Penalty: 4034.604492
	Iteration 65Q: 3 clusters Score -1.437442e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241891 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -14374429.000000 Penalty: 4034.604492
	Iteration 66Q: 3 clusters Score -1.437443e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241859 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -14374441.000000 Penalty: 4034.604492
	Iteration 67Q: 3 clusters Score -1.437444e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241828 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -14374451.000000 Penalty: 4034.604492
	Iteration 68Q: 3 clusters Score -1.437445e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241794 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -14374454.000000 Penalty: 4034.604492
	Iteration 69Q: 3 clusters Score -1.437445e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241756 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -14374452.000000 Penalty: 4034.604492
	Iteration 70Q: 3 clusters Score -1.437445e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241721 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -14374448.000000 Penalty: 4034.604492
	Iteration 71Q: 3 clusters Score -1.437445e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241681 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -14374474.000000 Penalty: 4034.604492
	Iteration 72Q: 3 clusters Score -1.437447e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241636 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -14374475.000000 Penalty: 4034.604492
	Iteration 73Q: 3 clusters Score -1.437448e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241603 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -14374482.000000 Penalty: 4034.604492
	Iteration 74Q: 3 clusters Score -1.437448e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241562 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -14374469.000000 Penalty: 4034.604492
	Iteration 75Q: 3 clusters Score -1.437447e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241531 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -14374494.000000 Penalty: 4034.604492
	Iteration 76Q: 3 clusters Score -1.437449e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241489 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -14374511.000000 Penalty: 4034.604492
	Iteration 77Q: 3 clusters Score -1.437451e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241452 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -14374515.000000 Penalty: 4034.604492
	Iteration 78Q: 3 clusters Score -1.437452e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241421 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -14374531.000000 Penalty: 4034.604492
	Iteration 79Q: 3 clusters Score -1.437453e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241403 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -14374533.000000 Penalty: 4034.604492
	Iteration 80F: 3 clusters Score -1.437453e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241381 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -14374533.000000 Penalty: 4034.604492
	Iteration 81Q: 3 clusters Score -1.437453e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241359 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -14374526.000000 Penalty: 4034.604492
	Iteration 82Q: 3 clusters Score -1.437453e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241335 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -14374535.000000 Penalty: 4034.604492
	Iteration 83Q: 3 clusters Score -1.437454e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241315 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -14374557.000000 Penalty: 4034.604492
	Iteration 84Q: 3 clusters Score -1.437456e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241290 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -14374567.000000 Penalty: 4034.604492
	Iteration 85Q: 3 clusters Score -1.437457e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241266 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -14374558.000000 Penalty: 4034.604492
	Iteration 86Q: 3 clusters Score -1.437456e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241240 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -14374569.000000 Penalty: 4034.604492
	Iteration 87Q: 3 clusters Score -1.437457e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241204 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -14374572.000000 Penalty: 4034.604492
	Iteration 88Q: 3 clusters Score -1.437457e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241185 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -14374568.000000 Penalty: 4034.604492
	Iteration 89Q: 3 clusters Score -1.437457e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241153 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -14374596.000000 Penalty: 4034.604492
	Iteration 90Q: 3 clusters Score -1.43746e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241124 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -14374570.000000 Penalty: 4034.604492
	Iteration 91Q: 3 clusters Score -1.437457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241098 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -14374569.000000 Penalty: 4034.604492
	Iteration 92Q: 3 clusters Score -1.437457e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241078 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -14374583.000000 Penalty: 4034.604492
	Iteration 93Q: 3 clusters Score -1.437458e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241056 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -14374601.000000 Penalty: 4034.604492
	Iteration 94Q: 3 clusters Score -1.43746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241042 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -14374596.000000 Penalty: 4034.604492
	Iteration 95Q: 3 clusters Score -1.43746e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241030 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -14374595.000000 Penalty: 4034.604492
	Iteration 96Q: 3 clusters Score -1.43746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241017 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -14374602.000000 Penalty: 4034.604492
	Iteration 97Q: 3 clusters Score -1.43746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241009 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -14374598.000000 Penalty: 4034.604492
	Iteration 98Q: 3 clusters Score -1.43746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240999 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -14374604.000000 Penalty: 4034.604492
	Iteration 99Q: 3 clusters Score -1.43746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240983 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -14374621.000000 Penalty: 4034.604492
	Iteration 100F: 3 clusters Score -1.437462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240970 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -14374635.000000 Penalty: 4034.604492
	Iteration 101Q: 3 clusters Score -1.437464e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240952 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -14374631.000000 Penalty: 4034.604492
	Iteration 102Q: 3 clusters Score -1.437463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240934 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -14374644.000000 Penalty: 4034.604492
	Iteration 103Q: 3 clusters Score -1.437464e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240908 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -14374630.000000 Penalty: 4034.604492
	Iteration 104Q: 3 clusters Score -1.437463e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240895 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -14374630.000000 Penalty: 4034.604492
	Iteration 105Q: 3 clusters Score -1.437463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240874 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -14374635.000000 Penalty: 4034.604492
	Iteration 106Q: 3 clusters Score -1.437464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240854 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -14374639.000000 Penalty: 4034.604492
	Iteration 107Q: 3 clusters Score -1.437464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240844 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -14374649.000000 Penalty: 4034.604492
	Iteration 108Q: 3 clusters Score -1.437465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240832 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -14374643.000000 Penalty: 4034.604492
	Iteration 109Q: 3 clusters Score -1.437464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240816 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -14374628.000000 Penalty: 4034.604492
	Iteration 110Q: 3 clusters Score -1.437463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240804 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -14374626.000000 Penalty: 4034.604492
	Iteration 111Q: 3 clusters Score -1.437463e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240807 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -14374634.000000 Penalty: 4034.604492
	Iteration 112Q: 3 clusters Score -1.437463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240804 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -14374632.000000 Penalty: 4034.604492
	Iteration 113Q: 3 clusters Score -1.437463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240803 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -14374634.000000 Penalty: 4034.604492
	Iteration 114Q: 3 clusters Score -1.437463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240798 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -14374644.000000 Penalty: 4034.604492
	Iteration 115Q: 3 clusters Score -1.437464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240785 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -14374641.000000 Penalty: 4034.604492
	Iteration 116Q: 3 clusters Score -1.437464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240780 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -14374658.000000 Penalty: 4034.604492
	Iteration 117Q: 3 clusters Score -1.437466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240777 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -14374664.000000 Penalty: 4034.604492
	Iteration 118Q: 3 clusters Score -1.437466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240777 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -14374655.000000 Penalty: 4034.604492
	Iteration 119Q: 3 clusters Score -1.437466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240775 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -14374657.000000 Penalty: 4034.604492
	Iteration 120F: 3 clusters Score -1.437466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240773 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -14374668.000000 Penalty: 4034.604492
	Iteration 121Q: 3 clusters Score -1.437467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240769 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -14374670.000000 Penalty: 4034.604492
	Iteration 122Q: 3 clusters Score -1.437467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240768 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -14374663.000000 Penalty: 4034.604492
	Iteration 123Q: 3 clusters Score -1.437466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240766 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -14374665.000000 Penalty: 4034.604492
	Iteration 124Q: 3 clusters Score -1.437466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240764 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -14374664.000000 Penalty: 4034.604492
	Iteration 125Q: 3 clusters Score -1.437466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240761 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -14374657.000000 Penalty: 4034.604492
	Iteration 126Q: 3 clusters Score -1.437466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240760 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -14374655.000000 Penalty: 4034.604492
	Iteration 127Q: 3 clusters Score -1.437466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240750 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -14374645.000000 Penalty: 4034.604492
	Iteration 128Q: 3 clusters Score -1.437464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240743 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -14374648.000000 Penalty: 4034.604492
	Iteration 129Q: 3 clusters Score -1.437465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240740 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -14374651.000000 Penalty: 4034.604492
	Iteration 130Q: 3 clusters Score -1.437465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240735 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -14374652.000000 Penalty: 4034.604492
	Iteration 131Q: 3 clusters Score -1.437465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240732 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -14374661.000000 Penalty: 4034.604492
	Iteration 132Q: 3 clusters Score -1.437466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240727 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -14374667.000000 Penalty: 4034.604492
	Iteration 133Q: 3 clusters Score -1.437467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240723 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -14374668.000000 Penalty: 4034.604492
	Iteration 134Q: 3 clusters Score -1.437467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240721 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -14374660.000000 Penalty: 4034.604492
	Iteration 135Q: 3 clusters Score -1.437466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240717 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -14374656.000000 Penalty: 4034.604492
	Iteration 136Q: 3 clusters Score -1.437466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240706 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -14374650.000000 Penalty: 4034.604492
	Iteration 137Q: 3 clusters Score -1.437465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240694 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -14374646.000000 Penalty: 4034.604492
	Iteration 138Q: 3 clusters Score -1.437465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240688 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -14374656.000000 Penalty: 4034.604492
	Iteration 139Q: 3 clusters Score -1.437466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240685 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -14374666.000000 Penalty: 4034.604492
	Iteration 140F: 3 clusters Score -1.437467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240672 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -14374652.000000 Penalty: 4034.604492
	Iteration 141Q: 3 clusters Score -1.437465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240663 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -14374659.000000 Penalty: 4034.604492
	Iteration 142Q: 3 clusters Score -1.437466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240656 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -14374649.000000 Penalty: 4034.604492
	Iteration 143Q: 3 clusters Score -1.437465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240647 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -14374670.000000 Penalty: 4034.604492
	Iteration 144Q: 3 clusters Score -1.437467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240649 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -14374666.000000 Penalty: 4034.604492
	Iteration 145Q: 3 clusters Score -1.437467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240647 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -14374676.000000 Penalty: 4034.604492
	Iteration 146Q: 3 clusters Score -1.437468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240648 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -14374659.000000 Penalty: 4034.604492
	Iteration 147Q: 3 clusters Score -1.437466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240643 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -14374655.000000 Penalty: 4034.604492
	Iteration 148Q: 3 clusters Score -1.437466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240639 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -14374670.000000 Penalty: 4034.604492
	Iteration 149Q: 3 clusters Score -1.437467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240640 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -14374679.000000 Penalty: 4034.604492
	Iteration 150Q: 3 clusters Score -1.437468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240638 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -14374660.000000 Penalty: 4034.604492
	Iteration 151Q: 3 clusters Score -1.437466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240635 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -14374658.000000 Penalty: 4034.604492
	Iteration 152Q: 3 clusters Score -1.437466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240631 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -14374654.000000 Penalty: 4034.604492
	Iteration 153Q: 3 clusters Score -1.437465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240630 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -14374660.000000 Penalty: 4034.604492
	Iteration 154Q: 3 clusters Score -1.437466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240631 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -14374665.000000 Penalty: 4034.604492
	Iteration 155Q: 3 clusters Score -1.437466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240632 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -14374655.000000 Penalty: 4034.604492
	Iteration 156Q: 3 clusters Score -1.437466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240631 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -14374658.000000 Penalty: 4034.604492
	Iteration 157Q: 3 clusters Score -1.437466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240630 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -14374669.000000 Penalty: 4034.604492
	Iteration 158Q: 3 clusters Score -1.437467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240628 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -14374671.000000 Penalty: 4034.604492
	Iteration 159Q: 3 clusters Score -1.437467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240626 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -14374668.000000 Penalty: 4034.604492
	Iteration 160F: 3 clusters Score -1.437467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240626 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -14374678.000000 Penalty: 4034.604492
	Iteration 161Q: 3 clusters Score -1.437468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240626 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -14374677.000000 Penalty: 4034.604492
	Iteration 162Q: 3 clusters Score -1.437468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240626 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -14374682.000000 Penalty: 4034.604492
	Iteration 163Q: 3 clusters Score -1.437468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240626 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -14374684.000000 Penalty: 4034.604492
	Iteration 164Q: 3 clusters Score -1.437468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240626 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -14374683.000000 Penalty: 4034.604492
	Iteration 165Q: 3 clusters Score -1.437468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240620 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -14374688.000000 Penalty: 4034.604492
	Iteration 166Q: 3 clusters Score -1.437469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240617 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -14374699.000000 Penalty: 4034.604492
	Iteration 167Q: 3 clusters Score -1.43747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240610 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -14374680.000000 Penalty: 4034.604492
	Iteration 168Q: 3 clusters Score -1.437468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240611 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -14374667.000000 Penalty: 4034.604492
	Iteration 169Q: 3 clusters Score -1.437467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240610 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -14374664.000000 Penalty: 4034.604492
	Iteration 170Q: 3 clusters Score -1.437466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240612 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -14374665.000000 Penalty: 4034.604492
	Iteration 171Q: 3 clusters Score -1.437466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240614 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -14374668.000000 Penalty: 4034.604492
	Iteration 172Q: 3 clusters Score -1.437467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240615 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -14374669.000000 Penalty: 4034.604492
	Iteration 173Q: 3 clusters Score -1.437467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240613 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -14374681.000000 Penalty: 4034.604492
	Iteration 174Q: 3 clusters Score -1.437468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240607 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -14374666.000000 Penalty: 4034.604492
	Iteration 175Q: 3 clusters Score -1.437467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240595 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -14374677.000000 Penalty: 4034.604492
	Iteration 176Q: 3 clusters Score -1.437468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240583 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -14374679.000000 Penalty: 4034.604492
	Iteration 177Q: 3 clusters Score -1.437468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240575 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -14374665.000000 Penalty: 4034.604492
	Iteration 178Q: 3 clusters Score -1.437466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240572 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -14374664.000000 Penalty: 4034.604492
	Iteration 179Q: 3 clusters Score -1.437466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240572 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -14374660.000000 Penalty: 4034.604492
	Iteration 180F: 3 clusters Score -1.437466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240568 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -14374655.000000 Penalty: 4034.604492
	Iteration 181Q: 3 clusters Score -1.437466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240564 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -14374661.000000 Penalty: 4034.604492
	Iteration 182Q: 3 clusters Score -1.437466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240556 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -14374670.000000 Penalty: 4034.604492
	Iteration 183Q: 3 clusters Score -1.437467e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240544 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -14374670.000000 Penalty: 4034.604492
	Iteration 184Q: 3 clusters Score -1.437467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240542 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -14374666.000000 Penalty: 4034.604492
	Iteration 185Q: 3 clusters Score -1.437467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240541 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -14374675.000000 Penalty: 4034.604492
	Iteration 186Q: 3 clusters Score -1.437468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240540 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -14374666.000000 Penalty: 4034.604492
	Iteration 187Q: 3 clusters Score -1.437467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240532 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -14374666.000000 Penalty: 4034.604492
	Iteration 188Q: 3 clusters Score -1.437467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240527 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -14374678.000000 Penalty: 4034.604492
	Iteration 189Q: 3 clusters Score -1.437468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240526 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -14374678.000000 Penalty: 4034.604492
	Iteration 190Q: 3 clusters Score -1.437468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240523 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -14374674.000000 Penalty: 4034.604492
	Iteration 191Q: 3 clusters Score -1.437467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240522 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -14374675.000000 Penalty: 4034.604492
	Iteration 192Q: 3 clusters Score -1.437468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240520 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -14374670.000000 Penalty: 4034.604492
	Iteration 193Q: 3 clusters Score -1.437467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240521 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -14374670.000000 Penalty: 4034.604492
	Iteration 194Q: 3 clusters Score -1.437467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240521 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -14374666.000000 Penalty: 4034.604492
	Iteration 195Q: 3 clusters Score -1.437467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240521 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -14374666.000000 Penalty: 4034.604492
	Iteration 196F: 3 clusters Score -1.437467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Entering Unmasked Estep 
Score: -640036.187500 Penalty: 1526.131348
	Iteration 0F: 2 clusters Score -640036.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -631585.937500 Penalty: 3052.262695
	Iteration 0F: 3 clusters Score -631585.9 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -634577.062500 Penalty: 3052.262695
	Iteration 1F: 3 clusters Score -634577.1 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -635115.062500 Penalty: 3052.262695
	Iteration 2F: 3 clusters Score -635115.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -635767.875000 Penalty: 3052.262695
	Iteration 3F: 3 clusters Score -635767.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -636525.312500 Penalty: 3052.262695
	Iteration 4F: 3 clusters Score -636525.3 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -637439.812500 Penalty: 3052.262695
	Iteration 5F: 3 clusters Score -637439.8 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -638303.875000 Penalty: 3052.262695
	Iteration 6F: 3 clusters Score -638303.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -639028.000000 Penalty: 3052.262695
	Iteration 7F: 3 clusters Score -639028 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -639560.562500 Penalty: 3052.262695
	Iteration 8Q: 3 clusters Score -639560.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -639912.812500 Penalty: 3052.262695
	Iteration 9Q: 3 clusters Score -639912.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -640131.937500 Penalty: 3052.262695
	Iteration 10Q: 3 clusters Score -640131.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -640363.000000 Penalty: 3052.262695
	Iteration 11Q: 3 clusters Score -640363 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -640702.437500 Penalty: 3052.262695
	Iteration 12Q: 3 clusters Score -640702.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -641138.250000 Penalty: 3052.262695
	Iteration 13Q: 3 clusters Score -641138.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -641476.875000 Penalty: 3052.262695
	Iteration 14Q: 3 clusters Score -641476.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -641656.562500 Penalty: 3052.262695
	Iteration 15Q: 3 clusters Score -641656.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -641754.937500 Penalty: 3052.262695
	Iteration 16Q: 3 clusters Score -641754.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -641822.125000 Penalty: 3052.262695
	Iteration 17Q: 3 clusters Score -641822.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -641894.250000 Penalty: 3052.262695
	Iteration 18Q: 3 clusters Score -641894.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -641946.062500 Penalty: 3052.262695
	Iteration 19Q: 3 clusters Score -641946.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -641994.625000 Penalty: 3052.262695
	Iteration 20F: 3 clusters Score -641994.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -642036.312500 Penalty: 3052.262695
	Iteration 21Q: 3 clusters Score -642036.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -642067.437500 Penalty: 3052.262695
	Iteration 22Q: 3 clusters Score -642067.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -642082.562500 Penalty: 3052.262695
	Iteration 23Q: 3 clusters Score -642082.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -642095.875000 Penalty: 3052.262695
	Iteration 24Q: 3 clusters Score -642095.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -642101.562500 Penalty: 3052.262695
	Iteration 25Q: 3 clusters Score -642101.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -642115.375000 Penalty: 3052.262695
	Iteration 26Q: 3 clusters Score -642115.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -642119.687500 Penalty: 3052.262695
	Iteration 27Q: 3 clusters Score -642119.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -642123.000000 Penalty: 3052.262695
	Iteration 28Q: 3 clusters Score -642123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -642121.500000 Penalty: 3052.262695
	Iteration 29Q: 3 clusters Score -642121.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -642125.937500 Penalty: 3052.262695
	Iteration 30Q: 3 clusters Score -642125.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -642128.312500 Penalty: 3052.262695
	Iteration 31Q: 3 clusters Score -642128.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -642129.250000 Penalty: 3052.262695
	Iteration 32Q: 3 clusters Score -642129.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -642130.687500 Penalty: 3052.262695
	Iteration 33Q: 3 clusters Score -642130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -642131.000000 Penalty: 3052.262695
	Iteration 34Q: 3 clusters Score -642131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -642132.062500 Penalty: 3052.262695
	Iteration 35Q: 3 clusters Score -642132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -642132.062500 Penalty: 3052.262695
	Iteration 36F: 3 clusters Score -642132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 12749 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 39958 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 246266 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 96870 members 
Mstep: Class 15 contains 23834 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 19 contains 828 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 2899 members 
Mstep: Class 23 contains 12027 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 2931 members 
Entering Unmasked Estep 
Score: -34093196.000000 Penalty: 56374.843750
Splitting cluster 12 changes total score from -34085396.000000 to -34093196.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (4680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Entering Unmasked Estep 
Score: -267638.750000 Penalty: 1373.296265
	Iteration 0F: 2 clusters Score -267638.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -263859.562500 Penalty: 2746.592529
	Iteration 0F: 3 clusters Score -263859.6 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -264969.812500 Penalty: 2746.592529
	Iteration 1F: 3 clusters Score -264969.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -265225.250000 Penalty: 2746.592529
	Iteration 2F: 3 clusters Score -265225.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -265477.750000 Penalty: 2746.592529
	Iteration 3F: 3 clusters Score -265477.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -265729.312500 Penalty: 2746.592529
	Iteration 4F: 3 clusters Score -265729.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -265920.500000 Penalty: 2746.592529
	Iteration 5F: 3 clusters Score -265920.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -266114.656250 Penalty: 2746.592529
	Iteration 6Q: 3 clusters Score -266114.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -266300.562500 Penalty: 2746.592529
	Iteration 7Q: 3 clusters Score -266300.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -266468.375000 Penalty: 2746.592529
	Iteration 8Q: 3 clusters Score -266468.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -266574.468750 Penalty: 2746.592529
	Iteration 9Q: 3 clusters Score -266574.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -266648.562500 Penalty: 2746.592529
	Iteration 10Q: 3 clusters Score -266648.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -266714.968750 Penalty: 2746.592529
	Iteration 11Q: 3 clusters Score -266715 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -266768.750000 Penalty: 2746.592529
	Iteration 12Q: 3 clusters Score -266768.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -266815.781250 Penalty: 2746.592529
	Iteration 13Q: 3 clusters Score -266815.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -266853.250000 Penalty: 2746.592529
	Iteration 14Q: 3 clusters Score -266853.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -266886.093750 Penalty: 2746.592529
	Iteration 15Q: 3 clusters Score -266886.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -266916.125000 Penalty: 2746.592529
	Iteration 16Q: 3 clusters Score -266916.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -266942.531250 Penalty: 2746.592529
	Iteration 17Q: 3 clusters Score -266942.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -266962.562500 Penalty: 2746.592529
	Iteration 18Q: 3 clusters Score -266962.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -266975.031250 Penalty: 2746.592529
	Iteration 19Q: 3 clusters Score -266975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -266984.312500 Penalty: 2746.592529
	Iteration 20F: 3 clusters Score -266984.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -266997.562500 Penalty: 2746.592529
	Iteration 21Q: 3 clusters Score -266997.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -267009.843750 Penalty: 2746.592529
	Iteration 22Q: 3 clusters Score -267009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -267020.031250 Penalty: 2746.592529
	Iteration 23Q: 3 clusters Score -267020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -267025.656250 Penalty: 2746.592529
	Iteration 24Q: 3 clusters Score -267025.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -267030.093750 Penalty: 2746.592529
	Iteration 25Q: 3 clusters Score -267030.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -267032.343750 Penalty: 2746.592529
	Iteration 26Q: 3 clusters Score -267032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -267033.656250 Penalty: 2746.592529
	Iteration 27Q: 3 clusters Score -267033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -267037.156250 Penalty: 2746.592529
	Iteration 28Q: 3 clusters Score -267037.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -267041.781250 Penalty: 2746.592529
	Iteration 29Q: 3 clusters Score -267041.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -267046.343750 Penalty: 2746.592529
	Iteration 30Q: 3 clusters Score -267046.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -267050.625000 Penalty: 2746.592529
	Iteration 31Q: 3 clusters Score -267050.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -267055.593750 Penalty: 2746.592529
	Iteration 32Q: 3 clusters Score -267055.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -267062.687500 Penalty: 2746.592529
	Iteration 33Q: 3 clusters Score -267062.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -267072.093750 Penalty: 2746.592529
	Iteration 34Q: 3 clusters Score -267072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -267080.562500 Penalty: 2746.592529
	Iteration 35Q: 3 clusters Score -267080.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -267092.187500 Penalty: 2746.592529
	Iteration 36Q: 3 clusters Score -267092.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -267105.218750 Penalty: 2746.592529
	Iteration 37Q: 3 clusters Score -267105.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -267115.281250 Penalty: 2746.592529
	Iteration 38Q: 3 clusters Score -267115.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -267120.500000 Penalty: 2746.592529
	Iteration 39Q: 3 clusters Score -267120.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -267124.062500 Penalty: 2746.592529
	Iteration 40F: 3 clusters Score -267124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -267128.312500 Penalty: 2746.592529
	Iteration 41Q: 3 clusters Score -267128.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -267137.437500 Penalty: 2746.592529
	Iteration 42Q: 3 clusters Score -267137.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -267145.781250 Penalty: 2746.592529
	Iteration 43Q: 3 clusters Score -267145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -267149.781250 Penalty: 2746.592529
	Iteration 44Q: 3 clusters Score -267149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -267151.531250 Penalty: 2746.592529
	Iteration 45Q: 3 clusters Score -267151.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -267155.031250 Penalty: 2746.592529
	Iteration 46Q: 3 clusters Score -267155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -267157.062500 Penalty: 2746.592529
	Iteration 47Q: 3 clusters Score -267157.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -267158.968750 Penalty: 2746.592529
	Iteration 48Q: 3 clusters Score -267159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -267160.687500 Penalty: 2746.592529
	Iteration 49Q: 3 clusters Score -267160.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -267162.968750 Penalty: 2746.592529
	Iteration 50Q: 3 clusters Score -267163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -267164.093750 Penalty: 2746.592529
	Iteration 51Q: 3 clusters Score -267164.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -267167.468750 Penalty: 2746.592529
	Iteration 52Q: 3 clusters Score -267167.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -267170.406250 Penalty: 2746.592529
	Iteration 53Q: 3 clusters Score -267170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -267172.187500 Penalty: 2746.592529
	Iteration 54Q: 3 clusters Score -267172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -267172.656250 Penalty: 2746.592529
	Iteration 55Q: 3 clusters Score -267172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -267173.531250 Penalty: 2746.592529
	Iteration 56Q: 3 clusters Score -267173.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -267173.875000 Penalty: 2746.592529
	Iteration 57Q: 3 clusters Score -267173.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -267175.375000 Penalty: 2746.592529
	Iteration 58Q: 3 clusters Score -267175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -267175.718750 Penalty: 2746.592529
	Iteration 59Q: 3 clusters Score -267175.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -267176.875000 Penalty: 2746.592529
	Iteration 60F: 3 clusters Score -267176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -267178.968750 Penalty: 2746.592529
	Iteration 61Q: 3 clusters Score -267179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -267180.937500 Penalty: 2746.592529
	Iteration 62Q: 3 clusters Score -267180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -267183.312500 Penalty: 2746.592529
	Iteration 63Q: 3 clusters Score -267183.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -267185.218750 Penalty: 2746.592529
	Iteration 64Q: 3 clusters Score -267185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -267189.468750 Penalty: 2746.592529
	Iteration 65Q: 3 clusters Score -267189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -267192.687500 Penalty: 2746.592529
	Iteration 66Q: 3 clusters Score -267192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -267193.625000 Penalty: 2746.592529
	Iteration 67Q: 3 clusters Score -267193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -267194.531250 Penalty: 2746.592529
	Iteration 68Q: 3 clusters Score -267194.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -267195.250000 Penalty: 2746.592529
	Iteration 69Q: 3 clusters Score -267195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -267198.468750 Penalty: 2746.592529
	Iteration 70Q: 3 clusters Score -267198.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -267203.406250 Penalty: 2746.592529
	Iteration 71Q: 3 clusters Score -267203.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -267207.312500 Penalty: 2746.592529
	Iteration 72Q: 3 clusters Score -267207.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -267212.656250 Penalty: 2746.592529
	Iteration 73Q: 3 clusters Score -267212.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -267217.093750 Penalty: 2746.592529
	Iteration 74Q: 3 clusters Score -267217.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -267224.687500 Penalty: 2746.592529
	Iteration 75Q: 3 clusters Score -267224.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -267231.812500 Penalty: 2746.592529
	Iteration 76Q: 3 clusters Score -267231.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -267240.343750 Penalty: 2746.592529
	Iteration 77Q: 3 clusters Score -267240.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -267248.312500 Penalty: 2746.592529
	Iteration 78Q: 3 clusters Score -267248.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -267260.406250 Penalty: 2746.592529
	Iteration 79Q: 3 clusters Score -267260.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -267277.281250 Penalty: 2746.592529
	Iteration 80F: 3 clusters Score -267277.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -267289.468750 Penalty: 2746.592529
	Iteration 81Q: 3 clusters Score -267289.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -267300.750000 Penalty: 2746.592529
	Iteration 82Q: 3 clusters Score -267300.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -267317.187500 Penalty: 2746.592529
	Iteration 83Q: 3 clusters Score -267317.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -267331.437500 Penalty: 2746.592529
	Iteration 84Q: 3 clusters Score -267331.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -267346.343750 Penalty: 2746.592529
	Iteration 85Q: 3 clusters Score -267346.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -267357.906250 Penalty: 2746.592529
	Iteration 86Q: 3 clusters Score -267357.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -267366.125000 Penalty: 2746.592529
	Iteration 87Q: 3 clusters Score -267366.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -267371.531250 Penalty: 2746.592529
	Iteration 88Q: 3 clusters Score -267371.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -267377.593750 Penalty: 2746.592529
	Iteration 89Q: 3 clusters Score -267377.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -267382.343750 Penalty: 2746.592529
	Iteration 90Q: 3 clusters Score -267382.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -267386.125000 Penalty: 2746.592529
	Iteration 91Q: 3 clusters Score -267386.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -267390.187500 Penalty: 2746.592529
	Iteration 92Q: 3 clusters Score -267390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -267390.625000 Penalty: 2746.592529
	Iteration 93Q: 3 clusters Score -267390.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -267391.281250 Penalty: 2746.592529
	Iteration 94Q: 3 clusters Score -267391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -267391.500000 Penalty: 2746.592529
	Iteration 95Q: 3 clusters Score -267391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -267391.750000 Penalty: 2746.592529
	Iteration 96Q: 3 clusters Score -267391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -267392.750000 Penalty: 2746.592529
	Iteration 97Q: 3 clusters Score -267392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -267393.250000 Penalty: 2746.592529
	Iteration 98Q: 3 clusters Score -267393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -267393.656250 Penalty: 2746.592529
	Iteration 99Q: 3 clusters Score -267393.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -267393.656250 Penalty: 2746.592529
	Iteration 100F: 3 clusters Score -267393.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (96870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Entering Unmasked Estep 
Score: -5648496.000000 Penalty: 1865.682739
	Iteration 0F: 2 clusters Score -5648496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -5583796.500000 Penalty: 3731.365479
	Iteration 0F: 3 clusters Score -5583796 nChanged 46371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -5610769.500000 Penalty: 3731.365479
	Iteration 1F: 3 clusters Score -5610770 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -5612130.000000 Penalty: 3731.365479
	Iteration 2Q: 3 clusters Score -5612130 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -5614616.500000 Penalty: 3731.365479
	Iteration 3F: 3 clusters Score -5614616 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -5619371.000000 Penalty: 3731.365479
	Iteration 4F: 3 clusters Score -5619371 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -5626558.500000 Penalty: 3731.365479
	Iteration 5F: 3 clusters Score -5626558 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -5634555.000000 Penalty: 3731.365479
	Iteration 6F: 3 clusters Score -5634555 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -5640548.500000 Penalty: 3731.365479
	Iteration 7F: 3 clusters Score -5640548 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -5643965.000000 Penalty: 3731.365479
	Iteration 8Q: 3 clusters Score -5643965 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -5645519.500000 Penalty: 3731.365479
	Iteration 9Q: 3 clusters Score -5645520 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -5646196.500000 Penalty: 3731.365479
	Iteration 10Q: 3 clusters Score -5646196 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -5646525.000000 Penalty: 3731.365479
	Iteration 11Q: 3 clusters Score -5646525 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -5646693.500000 Penalty: 3731.365479
	Iteration 12Q: 3 clusters Score -5646694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -5646781.500000 Penalty: 3731.365479
	Iteration 13Q: 3 clusters Score -5646782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 96528 members 
Entering Unmasked Estep 
Score: -5646827.500000 Penalty: 3731.365479
	Iteration 14Q: 3 clusters Score -5646828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 96553 members 
Entering Unmasked Estep 
Score: -5646871.500000 Penalty: 3731.365479
	Iteration 15Q: 3 clusters Score -5646872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -5646886.500000 Penalty: 3731.365479
	Iteration 16Q: 3 clusters Score -5646886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -5646900.000000 Penalty: 3731.365479
	Iteration 17Q: 3 clusters Score -5646900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -5646906.500000 Penalty: 3731.365479
	Iteration 18Q: 3 clusters Score -5646906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -5646909.000000 Penalty: 3731.365479
	Iteration 19Q: 3 clusters Score -5646909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -5646915.500000 Penalty: 3731.365479
	Iteration 20F: 3 clusters Score -5646916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -5646917.500000 Penalty: 3731.365479
	Iteration 21Q: 3 clusters Score -5646918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -5646910.000000 Penalty: 3731.365479
	Iteration 22Q: 3 clusters Score -5646910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -5646910.000000 Penalty: 3731.365479
	Iteration 23F: 3 clusters Score -5646910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Entering Unmasked Estep 
Score: -1312683.000000 Penalty: 1637.816162
	Iteration 0F: 2 clusters Score -1312683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1296559.500000 Penalty: 3275.632324
	Iteration 0F: 3 clusters Score -1296560 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1302617.625000 Penalty: 3275.632324
	Iteration 1F: 3 clusters Score -1302618 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1303323.875000 Penalty: 3275.632324
	Iteration 2F: 3 clusters Score -1303324 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1304519.250000 Penalty: 3275.632324
	Iteration 3F: 3 clusters Score -1304519 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1306358.000000 Penalty: 3275.632324
	Iteration 4F: 3 clusters Score -1306358 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1308482.625000 Penalty: 3275.632324
	Iteration 5F: 3 clusters Score -1308483 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1310134.750000 Penalty: 3275.632324
	Iteration 6F: 3 clusters Score -1310135 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1311184.625000 Penalty: 3275.632324
	Iteration 7F: 3 clusters Score -1311185 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1311792.375000 Penalty: 3275.632324
	Iteration 8Q: 3 clusters Score -1311792 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1312148.625000 Penalty: 3275.632324
	Iteration 9Q: 3 clusters Score -1312149 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1312319.250000 Penalty: 3275.632324
	Iteration 10Q: 3 clusters Score -1312319 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1312431.875000 Penalty: 3275.632324
	Iteration 11Q: 3 clusters Score -1312432 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1312556.875000 Penalty: 3275.632324
	Iteration 12Q: 3 clusters Score -1312557 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1312714.625000 Penalty: 3275.632324
	Iteration 13Q: 3 clusters Score -1312715 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1312865.625000 Penalty: 3275.632324
	Iteration 14Q: 3 clusters Score -1312866 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1313037.625000 Penalty: 3275.632324
	Iteration 15Q: 3 clusters Score -1313038 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1313211.250000 Penalty: 3275.632324
	Iteration 16Q: 3 clusters Score -1313211 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1313307.750000 Penalty: 3275.632324
	Iteration 17Q: 3 clusters Score -1313308 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1313364.500000 Penalty: 3275.632324
	Iteration 18Q: 3 clusters Score -1313364 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1313393.250000 Penalty: 3275.632324
	Iteration 19Q: 3 clusters Score -1313393 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1313413.500000 Penalty: 3275.632324
	Iteration 20F: 3 clusters Score -1313414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1313421.250000 Penalty: 3275.632324
	Iteration 21Q: 3 clusters Score -1313421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1313425.375000 Penalty: 3275.632324
	Iteration 22Q: 3 clusters Score -1313425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1313430.125000 Penalty: 3275.632324
	Iteration 23Q: 3 clusters Score -1313430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1313429.375000 Penalty: 3275.632324
	Iteration 24Q: 3 clusters Score -1313429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1313429.375000 Penalty: 3275.632324
	Iteration 25Q: 3 clusters Score -1313429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1313433.000000 Penalty: 3275.632324
	Iteration 26Q: 3 clusters Score -1313433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1313431.500000 Penalty: 3275.632324
	Iteration 27Q: 3 clusters Score -1313432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1313432.375000 Penalty: 3275.632324
	Iteration 28Q: 3 clusters Score -1313432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1313430.125000 Penalty: 3275.632324
	Iteration 29Q: 3 clusters Score -1313430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1313433.375000 Penalty: 3275.632324
	Iteration 30Q: 3 clusters Score -1313433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1313434.750000 Penalty: 3275.632324
	Iteration 31Q: 3 clusters Score -1313435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1313436.500000 Penalty: 3275.632324
	Iteration 32Q: 3 clusters Score -1313436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1313438.250000 Penalty: 3275.632324
	Iteration 33Q: 3 clusters Score -1313438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1313435.750000 Penalty: 3275.632324
	Iteration 34Q: 3 clusters Score -1313436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1313435.125000 Penalty: 3275.632324
	Iteration 35Q: 3 clusters Score -1313435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1313434.375000 Penalty: 3275.632324
	Iteration 36Q: 3 clusters Score -1313434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1313432.375000 Penalty: 3275.632324
	Iteration 37Q: 3 clusters Score -1313432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1313432.000000 Penalty: 3275.632324
	Iteration 38Q: 3 clusters Score -1313432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1313432.000000 Penalty: 3275.632324
	Iteration 39Q: 3 clusters Score -1313432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1313431.875000 Penalty: 3275.632324
	Iteration 40F: 3 clusters Score -1313432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1313433.375000 Penalty: 3275.632324
	Iteration 41Q: 3 clusters Score -1313433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1313434.000000 Penalty: 3275.632324
	Iteration 42Q: 3 clusters Score -1313434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1313435.500000 Penalty: 3275.632324
	Iteration 43Q: 3 clusters Score -1313436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1313433.750000 Penalty: 3275.632324
	Iteration 44Q: 3 clusters Score -1313434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1313433.750000 Penalty: 3275.632324
	Iteration 45F: 3 clusters Score -1313434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 12749 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 39958 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 246266 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 96870 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 19 contains 828 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 2899 members 
Mstep: Class 23 contains 12027 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 9815 members 
Entering Unmasked Estep 
Score: -34093460.000000 Penalty: 58543.109375
Splitting cluster 15 changes total score from -34085396.000000 to -34093460.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -123480.664062 Penalty: 1259.754395
	Iteration 0F: 2 clusters Score -123480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -121161.132812 Penalty: 2519.508789
	Iteration 0F: 3 clusters Score -121161.1 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -121741.921875 Penalty: 2519.508789
	Iteration 1F: 3 clusters Score -121741.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -121927.242188 Penalty: 2519.508789
	Iteration 2F: 3 clusters Score -121927.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -122061.562500 Penalty: 2519.508789
	Iteration 3F: 3 clusters Score -122061.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -122175.531250 Penalty: 2519.508789
	Iteration 4F: 3 clusters Score -122175.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -122279.562500 Penalty: 2519.508789
	Iteration 5Q: 3 clusters Score -122279.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -122387.281250 Penalty: 2519.508789
	Iteration 6Q: 3 clusters Score -122387.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -122471.695312 Penalty: 2519.508789
	Iteration 7Q: 3 clusters Score -122471.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -122534.656250 Penalty: 2519.508789
	Iteration 8Q: 3 clusters Score -122534.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -122603.789062 Penalty: 2519.508789
	Iteration 9Q: 3 clusters Score -122603.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -122674.687500 Penalty: 2519.508789
	Iteration 10Q: 3 clusters Score -122674.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -122741.656250 Penalty: 2519.508789
	Iteration 11Q: 3 clusters Score -122741.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122813.140625 Penalty: 2519.508789
	Iteration 12Q: 3 clusters Score -122813.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -122890.414062 Penalty: 2519.508789
	Iteration 13Q: 3 clusters Score -122890.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122981.453125 Penalty: 2519.508789
	Iteration 14Q: 3 clusters Score -122981.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123047.773438 Penalty: 2519.508789
	Iteration 15Q: 3 clusters Score -123047.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123096.664062 Penalty: 2519.508789
	Iteration 16Q: 3 clusters Score -123096.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123135.281250 Penalty: 2519.508789
	Iteration 17Q: 3 clusters Score -123135.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -123145.804688 Penalty: 2519.508789
	Iteration 18Q: 3 clusters Score -123145.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -123151.976562 Penalty: 2519.508789
	Iteration 19Q: 3 clusters Score -123152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123158.593750 Penalty: 2519.508789
	Iteration 20F: 3 clusters Score -123158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -123163.796875 Penalty: 2519.508789
	Iteration 21Q: 3 clusters Score -123163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -123167.515625 Penalty: 2519.508789
	Iteration 22Q: 3 clusters Score -123167.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -123176.859375 Penalty: 2519.508789
	Iteration 23Q: 3 clusters Score -123176.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -123186.164062 Penalty: 2519.508789
	Iteration 24Q: 3 clusters Score -123186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -123189.945312 Penalty: 2519.508789
	Iteration 25Q: 3 clusters Score -123189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -123191.078125 Penalty: 2519.508789
	Iteration 26Q: 3 clusters Score -123191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -123191.078125 Penalty: 2519.508789
	Iteration 27F: 3 clusters Score -123191.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Entering Unmasked Estep 
Score: -701499.312500 Penalty: 1543.874878
	Iteration 0F: 2 clusters Score -701499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -692286.375000 Penalty: 3087.749756
	Iteration 0F: 3 clusters Score -692286.4 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -696305.562500 Penalty: 3087.749756
	Iteration 1F: 3 clusters Score -696305.6 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -697342.000000 Penalty: 3087.749756
	Iteration 2F: 3 clusters Score -697342 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -698304.750000 Penalty: 3087.749756
	Iteration 3F: 3 clusters Score -698304.8 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -699154.687500 Penalty: 3087.749756
	Iteration 4F: 3 clusters Score -699154.7 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -699712.937500 Penalty: 3087.749756
	Iteration 5F: 3 clusters Score -699712.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -700133.562500 Penalty: 3087.749756
	Iteration 6Q: 3 clusters Score -700133.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -700464.250000 Penalty: 3087.749756
	Iteration 7Q: 3 clusters Score -700464.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -700811.937500 Penalty: 3087.749756
	Iteration 8Q: 3 clusters Score -700811.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -701187.625000 Penalty: 3087.749756
	Iteration 9Q: 3 clusters Score -701187.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -701409.250000 Penalty: 3087.749756
	Iteration 10Q: 3 clusters Score -701409.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -701530.000000 Penalty: 3087.749756
	Iteration 11Q: 3 clusters Score -701530 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -701597.062500 Penalty: 3087.749756
	Iteration 12Q: 3 clusters Score -701597.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -701656.500000 Penalty: 3087.749756
	Iteration 13Q: 3 clusters Score -701656.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -701688.125000 Penalty: 3087.749756
	Iteration 14Q: 3 clusters Score -701688.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -701701.812500 Penalty: 3087.749756
	Iteration 15Q: 3 clusters Score -701701.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -701709.187500 Penalty: 3087.749756
	Iteration 16Q: 3 clusters Score -701709.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -701717.812500 Penalty: 3087.749756
	Iteration 17Q: 3 clusters Score -701717.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -701720.062500 Penalty: 3087.749756
	Iteration 18Q: 3 clusters Score -701720.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -701722.687500 Penalty: 3087.749756
	Iteration 19Q: 3 clusters Score -701722.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -701724.187500 Penalty: 3087.749756
	Iteration 20F: 3 clusters Score -701724.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -701727.062500 Penalty: 3087.749756
	Iteration 21Q: 3 clusters Score -701727.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -701729.937500 Penalty: 3087.749756
	Iteration 22Q: 3 clusters Score -701729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -701731.750000 Penalty: 3087.749756
	Iteration 23Q: 3 clusters Score -701731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -701730.437500 Penalty: 3087.749756
	Iteration 24Q: 3 clusters Score -701730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -701732.562500 Penalty: 3087.749756
	Iteration 25Q: 3 clusters Score -701732.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -701731.937500 Penalty: 3087.749756
	Iteration 26Q: 3 clusters Score -701731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -701730.562500 Penalty: 3087.749756
	Iteration 27Q: 3 clusters Score -701730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -701730.000000 Penalty: 3087.749756
	Iteration 28Q: 3 clusters Score -701730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -701733.062500 Penalty: 3087.749756
	Iteration 29Q: 3 clusters Score -701733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -701734.687500 Penalty: 3087.749756
	Iteration 30Q: 3 clusters Score -701734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -701735.187500 Penalty: 3087.749756
	Iteration 31Q: 3 clusters Score -701735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -701735.062500 Penalty: 3087.749756
	Iteration 32Q: 3 clusters Score -701735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -701735.062500 Penalty: 3087.749756
	Iteration 33F: 3 clusters Score -701735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 12749 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 39958 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 246266 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 96870 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 11541 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 19 contains 828 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 2899 members 
Mstep: Class 23 contains 12027 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 9815 members 
Mstep: Class 28 contains 1829 members 
Entering Unmasked Estep 
Score: -34092920.000000 Penalty: 60711.371094
Splitting cluster 17 changes total score from -34085396.000000 to -34092920.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (17316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Entering Unmasked Estep 
Score: -897690.937500 Penalty: 1585.900269
	Iteration 0F: 2 clusters Score -897690.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -885790.375000 Penalty: 3171.800537
	Iteration 0F: 3 clusters Score -885790.4 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -890199.625000 Penalty: 3171.800537
	Iteration 1F: 3 clusters Score -890199.6 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -890560.625000 Penalty: 3171.800537
	Iteration 2F: 3 clusters Score -890560.6 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -890906.187500 Penalty: 3171.800537
	Iteration 3Q: 3 clusters Score -890906.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -891272.250000 Penalty: 3171.800537
	Iteration 4Q: 3 clusters Score -891272.2 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -891677.375000 Penalty: 3171.800537
	Iteration 5Q: 3 clusters Score -891677.4 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -892117.625000 Penalty: 3171.800537
	Iteration 6Q: 3 clusters Score -892117.6 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -892633.812500 Penalty: 3171.800537
	Iteration 7Q: 3 clusters Score -892633.8 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -893208.750000 Penalty: 3171.800537
	Iteration 8Q: 3 clusters Score -893208.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -893743.500000 Penalty: 3171.800537
	Iteration 9Q: 3 clusters Score -893743.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -894145.750000 Penalty: 3171.800537
	Iteration 10Q: 3 clusters Score -894145.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -894398.750000 Penalty: 3171.800537
	Iteration 11Q: 3 clusters Score -894398.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -894545.312500 Penalty: 3171.800537
	Iteration 12Q: 3 clusters Score -894545.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -894642.375000 Penalty: 3171.800537
	Iteration 13Q: 3 clusters Score -894642.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -894719.187500 Penalty: 3171.800537
	Iteration 14Q: 3 clusters Score -894719.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -894774.625000 Penalty: 3171.800537
	Iteration 15Q: 3 clusters Score -894774.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -894829.437500 Penalty: 3171.800537
	Iteration 16Q: 3 clusters Score -894829.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -894885.625000 Penalty: 3171.800537
	Iteration 17Q: 3 clusters Score -894885.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -894935.187500 Penalty: 3171.800537
	Iteration 18Q: 3 clusters Score -894935.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -894965.875000 Penalty: 3171.800537
	Iteration 19Q: 3 clusters Score -894965.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -895000.375000 Penalty: 3171.800537
	Iteration 20F: 3 clusters Score -895000.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -895030.250000 Penalty: 3171.800537
	Iteration 21Q: 3 clusters Score -895030.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -895063.500000 Penalty: 3171.800537
	Iteration 22Q: 3 clusters Score -895063.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -895091.937500 Penalty: 3171.800537
	Iteration 23Q: 3 clusters Score -895091.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -895126.687500 Penalty: 3171.800537
	Iteration 24Q: 3 clusters Score -895126.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -895167.187500 Penalty: 3171.800537
	Iteration 25Q: 3 clusters Score -895167.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -895204.562500 Penalty: 3171.800537
	Iteration 26Q: 3 clusters Score -895204.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -895224.937500 Penalty: 3171.800537
	Iteration 27Q: 3 clusters Score -895224.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -895249.687500 Penalty: 3171.800537
	Iteration 28Q: 3 clusters Score -895249.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -895262.500000 Penalty: 3171.800537
	Iteration 29Q: 3 clusters Score -895262.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -895278.375000 Penalty: 3171.800537
	Iteration 30Q: 3 clusters Score -895278.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -895287.250000 Penalty: 3171.800537
	Iteration 31Q: 3 clusters Score -895287.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -895299.750000 Penalty: 3171.800537
	Iteration 32Q: 3 clusters Score -895299.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -895307.750000 Penalty: 3171.800537
	Iteration 33Q: 3 clusters Score -895307.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -895317.375000 Penalty: 3171.800537
	Iteration 34Q: 3 clusters Score -895317.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -895325.750000 Penalty: 3171.800537
	Iteration 35Q: 3 clusters Score -895325.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -895335.812500 Penalty: 3171.800537
	Iteration 36Q: 3 clusters Score -895335.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -895342.187500 Penalty: 3171.800537
	Iteration 37Q: 3 clusters Score -895342.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -895351.250000 Penalty: 3171.800537
	Iteration 38Q: 3 clusters Score -895351.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -895357.125000 Penalty: 3171.800537
	Iteration 39Q: 3 clusters Score -895357.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -895363.187500 Penalty: 3171.800537
	Iteration 40F: 3 clusters Score -895363.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -895370.125000 Penalty: 3171.800537
	Iteration 41Q: 3 clusters Score -895370.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -895374.125000 Penalty: 3171.800537
	Iteration 42Q: 3 clusters Score -895374.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -895381.437500 Penalty: 3171.800537
	Iteration 43Q: 3 clusters Score -895381.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -895389.500000 Penalty: 3171.800537
	Iteration 44Q: 3 clusters Score -895389.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -895402.687500 Penalty: 3171.800537
	Iteration 45Q: 3 clusters Score -895402.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -895415.687500 Penalty: 3171.800537
	Iteration 46Q: 3 clusters Score -895415.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -895429.187500 Penalty: 3171.800537
	Iteration 47Q: 3 clusters Score -895429.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -895447.812500 Penalty: 3171.800537
	Iteration 48Q: 3 clusters Score -895447.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -895470.312500 Penalty: 3171.800537
	Iteration 49Q: 3 clusters Score -895470.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -895496.812500 Penalty: 3171.800537
	Iteration 50Q: 3 clusters Score -895496.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -895519.562500 Penalty: 3171.800537
	Iteration 51Q: 3 clusters Score -895519.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -895546.687500 Penalty: 3171.800537
	Iteration 52Q: 3 clusters Score -895546.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -895560.125000 Penalty: 3171.800537
	Iteration 53Q: 3 clusters Score -895560.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -895577.062500 Penalty: 3171.800537
	Iteration 54Q: 3 clusters Score -895577.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -895592.125000 Penalty: 3171.800537
	Iteration 55Q: 3 clusters Score -895592.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -895601.250000 Penalty: 3171.800537
	Iteration 56Q: 3 clusters Score -895601.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -895614.000000 Penalty: 3171.800537
	Iteration 57Q: 3 clusters Score -895614 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -895636.500000 Penalty: 3171.800537
	Iteration 58Q: 3 clusters Score -895636.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -895659.937500 Penalty: 3171.800537
	Iteration 59Q: 3 clusters Score -895659.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -895708.500000 Penalty: 3171.800537
	Iteration 60F: 3 clusters Score -895708.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -895755.687500 Penalty: 3171.800537
	Iteration 61Q: 3 clusters Score -895755.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -895805.250000 Penalty: 3171.800537
	Iteration 62Q: 3 clusters Score -895805.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -895876.437500 Penalty: 3171.800537
	Iteration 63Q: 3 clusters Score -895876.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -895957.062500 Penalty: 3171.800537
	Iteration 64Q: 3 clusters Score -895957.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -896068.375000 Penalty: 3171.800537
	Iteration 65Q: 3 clusters Score -896068.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -896204.312500 Penalty: 3171.800537
	Iteration 66Q: 3 clusters Score -896204.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -896351.625000 Penalty: 3171.800537
	Iteration 67Q: 3 clusters Score -896351.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -896448.875000 Penalty: 3171.800537
	Iteration 68Q: 3 clusters Score -896448.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -896515.437500 Penalty: 3171.800537
	Iteration 69Q: 3 clusters Score -896515.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -896562.937500 Penalty: 3171.800537
	Iteration 70Q: 3 clusters Score -896562.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -896593.500000 Penalty: 3171.800537
	Iteration 71Q: 3 clusters Score -896593.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -896610.375000 Penalty: 3171.800537
	Iteration 72Q: 3 clusters Score -896610.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -896625.750000 Penalty: 3171.800537
	Iteration 73Q: 3 clusters Score -896625.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -896632.812500 Penalty: 3171.800537
	Iteration 74Q: 3 clusters Score -896632.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -896641.750000 Penalty: 3171.800537
	Iteration 75Q: 3 clusters Score -896641.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -896653.312500 Penalty: 3171.800537
	Iteration 76Q: 3 clusters Score -896653.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -896661.812500 Penalty: 3171.800537
	Iteration 77Q: 3 clusters Score -896661.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -896669.875000 Penalty: 3171.800537
	Iteration 78Q: 3 clusters Score -896669.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -896674.375000 Penalty: 3171.800537
	Iteration 79Q: 3 clusters Score -896674.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -896679.875000 Penalty: 3171.800537
	Iteration 80F: 3 clusters Score -896679.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -896685.375000 Penalty: 3171.800537
	Iteration 81Q: 3 clusters Score -896685.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -896691.875000 Penalty: 3171.800537
	Iteration 82Q: 3 clusters Score -896691.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -896695.000000 Penalty: 3171.800537
	Iteration 83Q: 3 clusters Score -896695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -896697.687500 Penalty: 3171.800537
	Iteration 84Q: 3 clusters Score -896697.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -896701.687500 Penalty: 3171.800537
	Iteration 85Q: 3 clusters Score -896701.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -896707.125000 Penalty: 3171.800537
	Iteration 86Q: 3 clusters Score -896707.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -896706.562500 Penalty: 3171.800537
	Iteration 87Q: 3 clusters Score -896706.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -896708.437500 Penalty: 3171.800537
	Iteration 88Q: 3 clusters Score -896708.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -896708.687500 Penalty: 3171.800537
	Iteration 89Q: 3 clusters Score -896708.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -896709.937500 Penalty: 3171.800537
	Iteration 90Q: 3 clusters Score -896709.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -896711.312500 Penalty: 3171.800537
	Iteration 91Q: 3 clusters Score -896711.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -896712.937500 Penalty: 3171.800537
	Iteration 92Q: 3 clusters Score -896712.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -896716.937500 Penalty: 3171.800537
	Iteration 93Q: 3 clusters Score -896716.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -896722.062500 Penalty: 3171.800537
	Iteration 94Q: 3 clusters Score -896722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -896722.000000 Penalty: 3171.800537
	Iteration 95Q: 3 clusters Score -896722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -896721.937500 Penalty: 3171.800537
	Iteration 96Q: 3 clusters Score -896721.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -896723.250000 Penalty: 3171.800537
	Iteration 97Q: 3 clusters Score -896723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -896722.437500 Penalty: 3171.800537
	Iteration 98Q: 3 clusters Score -896722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -896722.625000 Penalty: 3171.800537
	Iteration 99Q: 3 clusters Score -896722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -896722.375000 Penalty: 3171.800537
	Iteration 100F: 3 clusters Score -896722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -896721.375000 Penalty: 3171.800537
	Iteration 101Q: 3 clusters Score -896721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -896721.375000 Penalty: 3171.800537
	Iteration 102F: 3 clusters Score -896721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Entering Unmasked Estep 
Score: -832564.062500 Penalty: 1556.295410
	Iteration 0F: 2 clusters Score -832564.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -822568.250000 Penalty: 3112.590820
	Iteration 0F: 3 clusters Score -822568.2 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -826069.250000 Penalty: 3112.590820
	Iteration 1F: 3 clusters Score -826069.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -826517.250000 Penalty: 3112.590820
	Iteration 2F: 3 clusters Score -826517.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -826992.312500 Penalty: 3112.590820
	Iteration 3F: 3 clusters Score -826992.3 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -827556.312500 Penalty: 3112.590820
	Iteration 4F: 3 clusters Score -827556.3 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -828132.500000 Penalty: 3112.590820
	Iteration 5F: 3 clusters Score -828132.5 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -828646.125000 Penalty: 3112.590820
	Iteration 6F: 3 clusters Score -828646.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -829080.750000 Penalty: 3112.590820
	Iteration 7F: 3 clusters Score -829080.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -829427.062500 Penalty: 3112.590820
	Iteration 8Q: 3 clusters Score -829427.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -829688.062500 Penalty: 3112.590820
	Iteration 9Q: 3 clusters Score -829688.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -829906.500000 Penalty: 3112.590820
	Iteration 10Q: 3 clusters Score -829906.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -830107.062500 Penalty: 3112.590820
	Iteration 11Q: 3 clusters Score -830107.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -830313.125000 Penalty: 3112.590820
	Iteration 12Q: 3 clusters Score -830313.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -830509.562500 Penalty: 3112.590820
	Iteration 13Q: 3 clusters Score -830509.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -830696.437500 Penalty: 3112.590820
	Iteration 14Q: 3 clusters Score -830696.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -830847.500000 Penalty: 3112.590820
	Iteration 15Q: 3 clusters Score -830847.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -830976.812500 Penalty: 3112.590820
	Iteration 16Q: 3 clusters Score -830976.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -831069.937500 Penalty: 3112.590820
	Iteration 17Q: 3 clusters Score -831069.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -831133.812500 Penalty: 3112.590820
	Iteration 18Q: 3 clusters Score -831133.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -831167.750000 Penalty: 3112.590820
	Iteration 19Q: 3 clusters Score -831167.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -831187.375000 Penalty: 3112.590820
	Iteration 20F: 3 clusters Score -831187.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -831206.750000 Penalty: 3112.590820
	Iteration 21Q: 3 clusters Score -831206.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -831228.437500 Penalty: 3112.590820
	Iteration 22Q: 3 clusters Score -831228.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -831245.312500 Penalty: 3112.590820
	Iteration 23Q: 3 clusters Score -831245.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -831263.937500 Penalty: 3112.590820
	Iteration 24Q: 3 clusters Score -831263.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -831273.875000 Penalty: 3112.590820
	Iteration 25Q: 3 clusters Score -831273.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -831282.875000 Penalty: 3112.590820
	Iteration 26Q: 3 clusters Score -831282.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -831288.625000 Penalty: 3112.590820
	Iteration 27Q: 3 clusters Score -831288.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -831295.125000 Penalty: 3112.590820
	Iteration 28Q: 3 clusters Score -831295.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -831301.062500 Penalty: 3112.590820
	Iteration 29Q: 3 clusters Score -831301.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -831303.687500 Penalty: 3112.590820
	Iteration 30Q: 3 clusters Score -831303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -831306.500000 Penalty: 3112.590820
	Iteration 31Q: 3 clusters Score -831306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -831307.375000 Penalty: 3112.590820
	Iteration 32Q: 3 clusters Score -831307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -831306.937500 Penalty: 3112.590820
	Iteration 33Q: 3 clusters Score -831306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -831310.312500 Penalty: 3112.590820
	Iteration 34Q: 3 clusters Score -831310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -831311.625000 Penalty: 3112.590820
	Iteration 35Q: 3 clusters Score -831311.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -831315.750000 Penalty: 3112.590820
	Iteration 36Q: 3 clusters Score -831315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -831321.937500 Penalty: 3112.590820
	Iteration 37Q: 3 clusters Score -831321.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -831325.125000 Penalty: 3112.590820
	Iteration 38Q: 3 clusters Score -831325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -831326.000000 Penalty: 3112.590820
	Iteration 39Q: 3 clusters Score -831326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -831330.187500 Penalty: 3112.590820
	Iteration 40F: 3 clusters Score -831330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -831330.625000 Penalty: 3112.590820
	Iteration 41Q: 3 clusters Score -831330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -831331.125000 Penalty: 3112.590820
	Iteration 42Q: 3 clusters Score -831331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -831331.937500 Penalty: 3112.590820
	Iteration 43Q: 3 clusters Score -831331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -831332.250000 Penalty: 3112.590820
	Iteration 44Q: 3 clusters Score -831332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -831332.250000 Penalty: 3112.590820
	Iteration 45Q: 3 clusters Score -831332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -831332.250000 Penalty: 3112.590820
	Iteration 46Q: 3 clusters Score -831332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -831331.812500 Penalty: 3112.590820
	Iteration 47Q: 3 clusters Score -831331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -831334.062500 Penalty: 3112.590820
	Iteration 48Q: 3 clusters Score -831334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -831334.437500 Penalty: 3112.590820
	Iteration 49Q: 3 clusters Score -831334.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -831337.250000 Penalty: 3112.590820
	Iteration 50Q: 3 clusters Score -831337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -831341.000000 Penalty: 3112.590820
	Iteration 51Q: 3 clusters Score -831341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -831341.375000 Penalty: 3112.590820
	Iteration 52Q: 3 clusters Score -831341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -831342.625000 Penalty: 3112.590820
	Iteration 53Q: 3 clusters Score -831342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -831342.062500 Penalty: 3112.590820
	Iteration 54Q: 3 clusters Score -831342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -831342.625000 Penalty: 3112.590820
	Iteration 55Q: 3 clusters Score -831342.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -831342.750000 Penalty: 3112.590820
	Iteration 56Q: 3 clusters Score -831342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -831347.500000 Penalty: 3112.590820
	Iteration 57Q: 3 clusters Score -831347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -831350.125000 Penalty: 3112.590820
	Iteration 58Q: 3 clusters Score -831350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -831351.250000 Penalty: 3112.590820
	Iteration 59Q: 3 clusters Score -831351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -831352.125000 Penalty: 3112.590820
	Iteration 60F: 3 clusters Score -831352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -831352.625000 Penalty: 3112.590820
	Iteration 61Q: 3 clusters Score -831352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -831353.812500 Penalty: 3112.590820
	Iteration 62Q: 3 clusters Score -831353.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -831357.375000 Penalty: 3112.590820
	Iteration 63Q: 3 clusters Score -831357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -831358.312500 Penalty: 3112.590820
	Iteration 64Q: 3 clusters Score -831358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -831362.500000 Penalty: 3112.590820
	Iteration 65Q: 3 clusters Score -831362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -831363.250000 Penalty: 3112.590820
	Iteration 66Q: 3 clusters Score -831363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -831363.750000 Penalty: 3112.590820
	Iteration 67Q: 3 clusters Score -831363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -831364.375000 Penalty: 3112.590820
	Iteration 68Q: 3 clusters Score -831364.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -831364.375000 Penalty: 3112.590820
	Iteration 69F: 3 clusters Score -831364.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Entering Unmasked Estep 
Score: -524206.406250 Penalty: 1492.098877
	Iteration 0F: 2 clusters Score -524206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -517161.187500 Penalty: 2984.197754
	Iteration 0F: 3 clusters Score -517161.2 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -519590.531250 Penalty: 2984.197754
	Iteration 1F: 3 clusters Score -519590.5 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -520311.843750 Penalty: 2984.197754
	Iteration 2F: 3 clusters Score -520311.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -521116.562500 Penalty: 2984.197754
	Iteration 3F: 3 clusters Score -521116.6 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -521820.562500 Penalty: 2984.197754
	Iteration 4F: 3 clusters Score -521820.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -522359.593750 Penalty: 2984.197754
	Iteration 5F: 3 clusters Score -522359.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -522698.156250 Penalty: 2984.197754
	Iteration 6F: 3 clusters Score -522698.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -522909.531250 Penalty: 2984.197754
	Iteration 7Q: 3 clusters Score -522909.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -523043.062500 Penalty: 2984.197754
	Iteration 8Q: 3 clusters Score -523043.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -523142.906250 Penalty: 2984.197754
	Iteration 9Q: 3 clusters Score -523142.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -523228.906250 Penalty: 2984.197754
	Iteration 10Q: 3 clusters Score -523228.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -523304.687500 Penalty: 2984.197754
	Iteration 11Q: 3 clusters Score -523304.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -523364.312500 Penalty: 2984.197754
	Iteration 12Q: 3 clusters Score -523364.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -523410.000000 Penalty: 2984.197754
	Iteration 13Q: 3 clusters Score -523410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -523451.093750 Penalty: 2984.197754
	Iteration 14Q: 3 clusters Score -523451.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -523492.437500 Penalty: 2984.197754
	Iteration 15Q: 3 clusters Score -523492.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -523522.093750 Penalty: 2984.197754
	Iteration 16Q: 3 clusters Score -523522.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -523545.218750 Penalty: 2984.197754
	Iteration 17Q: 3 clusters Score -523545.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -523555.156250 Penalty: 2984.197754
	Iteration 18Q: 3 clusters Score -523555.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -523565.250000 Penalty: 2984.197754
	Iteration 19Q: 3 clusters Score -523565.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -523574.000000 Penalty: 2984.197754
	Iteration 20F: 3 clusters Score -523574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -523581.937500 Penalty: 2984.197754
	Iteration 21Q: 3 clusters Score -523581.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -523589.093750 Penalty: 2984.197754
	Iteration 22Q: 3 clusters Score -523589.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -523596.468750 Penalty: 2984.197754
	Iteration 23Q: 3 clusters Score -523596.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -523603.500000 Penalty: 2984.197754
	Iteration 24Q: 3 clusters Score -523603.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -523611.750000 Penalty: 2984.197754
	Iteration 25Q: 3 clusters Score -523611.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -523618.718750 Penalty: 2984.197754
	Iteration 26Q: 3 clusters Score -523618.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -523624.593750 Penalty: 2984.197754
	Iteration 27Q: 3 clusters Score -523624.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -523630.968750 Penalty: 2984.197754
	Iteration 28Q: 3 clusters Score -523631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -523638.656250 Penalty: 2984.197754
	Iteration 29Q: 3 clusters Score -523638.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -523645.000000 Penalty: 2984.197754
	Iteration 30Q: 3 clusters Score -523645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -523653.218750 Penalty: 2984.197754
	Iteration 31Q: 3 clusters Score -523653.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -523660.093750 Penalty: 2984.197754
	Iteration 32Q: 3 clusters Score -523660.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -523664.687500 Penalty: 2984.197754
	Iteration 33Q: 3 clusters Score -523664.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -523674.875000 Penalty: 2984.197754
	Iteration 34Q: 3 clusters Score -523674.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -523686.781250 Penalty: 2984.197754
	Iteration 35Q: 3 clusters Score -523686.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -523704.562500 Penalty: 2984.197754
	Iteration 36Q: 3 clusters Score -523704.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -523722.625000 Penalty: 2984.197754
	Iteration 37Q: 3 clusters Score -523722.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -523742.750000 Penalty: 2984.197754
	Iteration 38Q: 3 clusters Score -523742.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -523765.718750 Penalty: 2984.197754
	Iteration 39Q: 3 clusters Score -523765.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -523795.656250 Penalty: 2984.197754
	Iteration 40F: 3 clusters Score -523795.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -523824.343750 Penalty: 2984.197754
	Iteration 41Q: 3 clusters Score -523824.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -523845.656250 Penalty: 2984.197754
	Iteration 42Q: 3 clusters Score -523845.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -523865.000000 Penalty: 2984.197754
	Iteration 43Q: 3 clusters Score -523865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -523882.250000 Penalty: 2984.197754
	Iteration 44Q: 3 clusters Score -523882.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -523895.156250 Penalty: 2984.197754
	Iteration 45Q: 3 clusters Score -523895.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -523905.781250 Penalty: 2984.197754
	Iteration 46Q: 3 clusters Score -523905.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -523913.906250 Penalty: 2984.197754
	Iteration 47Q: 3 clusters Score -523913.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -523924.593750 Penalty: 2984.197754
	Iteration 48Q: 3 clusters Score -523924.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -523934.500000 Penalty: 2984.197754
	Iteration 49Q: 3 clusters Score -523934.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -523944.500000 Penalty: 2984.197754
	Iteration 50Q: 3 clusters Score -523944.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -523958.156250 Penalty: 2984.197754
	Iteration 51Q: 3 clusters Score -523958.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -523965.375000 Penalty: 2984.197754
	Iteration 52Q: 3 clusters Score -523965.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -523970.906250 Penalty: 2984.197754
	Iteration 53Q: 3 clusters Score -523970.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -523974.625000 Penalty: 2984.197754
	Iteration 54Q: 3 clusters Score -523974.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -523978.468750 Penalty: 2984.197754
	Iteration 55Q: 3 clusters Score -523978.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -523982.375000 Penalty: 2984.197754
	Iteration 56Q: 3 clusters Score -523982.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -523985.843750 Penalty: 2984.197754
	Iteration 57Q: 3 clusters Score -523985.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -523987.500000 Penalty: 2984.197754
	Iteration 58Q: 3 clusters Score -523987.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -523989.000000 Penalty: 2984.197754
	Iteration 59Q: 3 clusters Score -523989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -523991.718750 Penalty: 2984.197754
	Iteration 60F: 3 clusters Score -523991.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -523993.875000 Penalty: 2984.197754
	Iteration 61Q: 3 clusters Score -523993.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -523994.500000 Penalty: 2984.197754
	Iteration 62Q: 3 clusters Score -523994.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -523997.375000 Penalty: 2984.197754
	Iteration 63Q: 3 clusters Score -523997.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -523999.656250 Penalty: 2984.197754
	Iteration 64Q: 3 clusters Score -523999.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -524001.593750 Penalty: 2984.197754
	Iteration 65Q: 3 clusters Score -524001.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -524005.312500 Penalty: 2984.197754
	Iteration 66Q: 3 clusters Score -524005.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -524007.468750 Penalty: 2984.197754
	Iteration 67Q: 3 clusters Score -524007.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -524012.218750 Penalty: 2984.197754
	Iteration 68Q: 3 clusters Score -524012.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -524019.687500 Penalty: 2984.197754
	Iteration 69Q: 3 clusters Score -524019.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -524022.500000 Penalty: 2984.197754
	Iteration 70Q: 3 clusters Score -524022.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -524025.531250 Penalty: 2984.197754
	Iteration 71Q: 3 clusters Score -524025.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -524027.031250 Penalty: 2984.197754
	Iteration 72Q: 3 clusters Score -524027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -524032.750000 Penalty: 2984.197754
	Iteration 73Q: 3 clusters Score -524032.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -524033.812500 Penalty: 2984.197754
	Iteration 74Q: 3 clusters Score -524033.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -524037.562500 Penalty: 2984.197754
	Iteration 75Q: 3 clusters Score -524037.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -524037.718750 Penalty: 2984.197754
	Iteration 76Q: 3 clusters Score -524037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -524038.156250 Penalty: 2984.197754
	Iteration 77Q: 3 clusters Score -524038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -524038.312500 Penalty: 2984.197754
	Iteration 78Q: 3 clusters Score -524038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -524039.281250 Penalty: 2984.197754
	Iteration 79Q: 3 clusters Score -524039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -524040.218750 Penalty: 2984.197754
	Iteration 80F: 3 clusters Score -524040.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -524039.968750 Penalty: 2984.197754
	Iteration 81Q: 3 clusters Score -524040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -524040.312500 Penalty: 2984.197754
	Iteration 82Q: 3 clusters Score -524040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -524040.906250 Penalty: 2984.197754
	Iteration 83Q: 3 clusters Score -524040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -524041.468750 Penalty: 2984.197754
	Iteration 84Q: 3 clusters Score -524041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -524041.656250 Penalty: 2984.197754
	Iteration 85Q: 3 clusters Score -524041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -524041.125000 Penalty: 2984.197754
	Iteration 86Q: 3 clusters Score -524041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -524041.406250 Penalty: 2984.197754
	Iteration 87Q: 3 clusters Score -524041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -524042.031250 Penalty: 2984.197754
	Iteration 88Q: 3 clusters Score -524042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -524043.906250 Penalty: 2984.197754
	Iteration 89Q: 3 clusters Score -524043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -524045.406250 Penalty: 2984.197754
	Iteration 90Q: 3 clusters Score -524045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -524046.218750 Penalty: 2984.197754
	Iteration 91Q: 3 clusters Score -524046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -524047.562500 Penalty: 2984.197754
	Iteration 92Q: 3 clusters Score -524047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -524048.500000 Penalty: 2984.197754
	Iteration 93Q: 3 clusters Score -524048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -524050.781250 Penalty: 2984.197754
	Iteration 94Q: 3 clusters Score -524050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -524050.343750 Penalty: 2984.197754
	Iteration 95Q: 3 clusters Score -524050.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -524051.125000 Penalty: 2984.197754
	Iteration 96Q: 3 clusters Score -524051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -524051.062500 Penalty: 2984.197754
	Iteration 97Q: 3 clusters Score -524051.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -524051.062500 Penalty: 2984.197754
	Iteration 98F: 3 clusters Score -524051.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -136232.921875 Penalty: 1295.469727
	Iteration 0F: 2 clusters Score -136232.9 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 1484 members 
Entering Unmasked Estep 
Score: -133674.437500 Penalty: 2590.939453
	Iteration 0F: 3 clusters Score -133674.4 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -134666.078125 Penalty: 2590.939453
	Iteration 1F: 3 clusters Score -134666.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -135883.859375 Penalty: 2590.939453
	Iteration 2F: 3 clusters Score -135883.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -137496.750000 Penalty: 2590.939453
	Iteration 3F: 3 clusters Score -137496.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -138659.421875 Penalty: 2590.939453
	Iteration 4F: 3 clusters Score -138659.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -139334.000000 Penalty: 2590.939453
	Iteration 5F: 3 clusters Score -139334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -139639.453125 Penalty: 2590.939453
	Iteration 6Q: 3 clusters Score -139639.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -139735.031250 Penalty: 2590.939453
	Iteration 7Q: 3 clusters Score -139735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -139760.265625 Penalty: 2590.939453
	Iteration 8Q: 3 clusters Score -139760.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -139776.468750 Penalty: 2590.939453
	Iteration 9Q: 3 clusters Score -139776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -139778.781250 Penalty: 2590.939453
	Iteration 10Q: 3 clusters Score -139778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -139779.515625 Penalty: 2590.939453
	Iteration 11Q: 3 clusters Score -139779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -139780.218750 Penalty: 2590.939453
	Iteration 12Q: 3 clusters Score -139780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -139782.468750 Penalty: 2590.939453
	Iteration 13Q: 3 clusters Score -139782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -139783.093750 Penalty: 2590.939453
	Iteration 14Q: 3 clusters Score -139783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -139783.609375 Penalty: 2590.939453
	Iteration 15Q: 3 clusters Score -139783.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -139783.609375 Penalty: 2590.939453
	Iteration 16F: 3 clusters Score -139783.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 12749 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 39958 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 246266 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 96870 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 11541 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 19 contains 828 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 12027 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 9815 members 
Mstep: Class 28 contains 1829 members 
Mstep: Class 29 contains 1264 members 
Entering Unmasked Estep 
Score: -34095600.000000 Penalty: 62879.636719
Splitting cluster 22 changes total score from -34085396.000000 to -34095600.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (12027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Entering Unmasked Estep 
Score: -668693.187500 Penalty: 1526.672852
	Iteration 0F: 2 clusters Score -668693.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -660234.062500 Penalty: 3053.345703
	Iteration 0F: 3 clusters Score -660234.1 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -663483.250000 Penalty: 3053.345703
	Iteration 1F: 3 clusters Score -663483.2 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -664257.125000 Penalty: 3053.345703
	Iteration 2F: 3 clusters Score -664257.1 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -665095.312500 Penalty: 3053.345703
	Iteration 3F: 3 clusters Score -665095.3 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -665906.625000 Penalty: 3053.345703
	Iteration 4F: 3 clusters Score -665906.6 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -666597.062500 Penalty: 3053.345703
	Iteration 5F: 3 clusters Score -666597.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -667143.375000 Penalty: 3053.345703
	Iteration 6F: 3 clusters Score -667143.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -667513.687500 Penalty: 3053.345703
	Iteration 7Q: 3 clusters Score -667513.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -667743.375000 Penalty: 3053.345703
	Iteration 8Q: 3 clusters Score -667743.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -667880.812500 Penalty: 3053.345703
	Iteration 9Q: 3 clusters Score -667880.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -667974.250000 Penalty: 3053.345703
	Iteration 10Q: 3 clusters Score -667974.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -668025.000000 Penalty: 3053.345703
	Iteration 11Q: 3 clusters Score -668025 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -668065.312500 Penalty: 3053.345703
	Iteration 12Q: 3 clusters Score -668065.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -668095.687500 Penalty: 3053.345703
	Iteration 13Q: 3 clusters Score -668095.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -668119.875000 Penalty: 3053.345703
	Iteration 14Q: 3 clusters Score -668119.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -668130.375000 Penalty: 3053.345703
	Iteration 15Q: 3 clusters Score -668130.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -668140.625000 Penalty: 3053.345703
	Iteration 16Q: 3 clusters Score -668140.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -668147.625000 Penalty: 3053.345703
	Iteration 17Q: 3 clusters Score -668147.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -668157.312500 Penalty: 3053.345703
	Iteration 18Q: 3 clusters Score -668157.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -668164.687500 Penalty: 3053.345703
	Iteration 19Q: 3 clusters Score -668164.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -668173.937500 Penalty: 3053.345703
	Iteration 20F: 3 clusters Score -668173.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -668179.937500 Penalty: 3053.345703
	Iteration 21Q: 3 clusters Score -668179.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -668186.625000 Penalty: 3053.345703
	Iteration 22Q: 3 clusters Score -668186.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -668190.500000 Penalty: 3053.345703
	Iteration 23Q: 3 clusters Score -668190.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -668198.875000 Penalty: 3053.345703
	Iteration 24Q: 3 clusters Score -668198.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -668204.937500 Penalty: 3053.345703
	Iteration 25Q: 3 clusters Score -668204.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -668209.437500 Penalty: 3053.345703
	Iteration 26Q: 3 clusters Score -668209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -668214.625000 Penalty: 3053.345703
	Iteration 27Q: 3 clusters Score -668214.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -668223.375000 Penalty: 3053.345703
	Iteration 28Q: 3 clusters Score -668223.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -668231.875000 Penalty: 3053.345703
	Iteration 29Q: 3 clusters Score -668231.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -668241.000000 Penalty: 3053.345703
	Iteration 30Q: 3 clusters Score -668241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -668252.375000 Penalty: 3053.345703
	Iteration 31Q: 3 clusters Score -668252.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -668256.875000 Penalty: 3053.345703
	Iteration 32Q: 3 clusters Score -668256.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -668261.000000 Penalty: 3053.345703
	Iteration 33Q: 3 clusters Score -668261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -668264.187500 Penalty: 3053.345703
	Iteration 34Q: 3 clusters Score -668264.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -668267.062500 Penalty: 3053.345703
	Iteration 35Q: 3 clusters Score -668267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -668269.937500 Penalty: 3053.345703
	Iteration 36Q: 3 clusters Score -668269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -668269.875000 Penalty: 3053.345703
	Iteration 37Q: 3 clusters Score -668269.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -668272.625000 Penalty: 3053.345703
	Iteration 38Q: 3 clusters Score -668272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -668275.562500 Penalty: 3053.345703
	Iteration 39Q: 3 clusters Score -668275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -668277.000000 Penalty: 3053.345703
	Iteration 40F: 3 clusters Score -668277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -668277.875000 Penalty: 3053.345703
	Iteration 41Q: 3 clusters Score -668277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -668278.187500 Penalty: 3053.345703
	Iteration 42Q: 3 clusters Score -668278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -668278.187500 Penalty: 3053.345703
	Iteration 43F: 3 clusters Score -668278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 12749 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 8 contains 39958 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 246266 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 96870 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 11541 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 12027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34100156.000000 Penalty: 62879.636719
Iteration 39Q: 30 clusters Score -3.410016e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 9846 members 
Mstep: Class 3 contains 9951 members 
Mstep: Class 4 contains 4067 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 13430 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 40002 members 
Mstep: Class 9 contains 8142 members 
Mstep: Class 10 contains 15099 members 
Mstep: Class 11 contains 246374 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 4597 members 
Mstep: Class 14 contains 96553 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 17824 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 14300 members 
Mstep: Class 21 contains 9692 members 
Mstep: Class 22 contains 1819 members 
Mstep: Class 23 contains 11998 members 
Mstep: Class 24 contains 2532 members 
Mstep: Class 25 contains 2919 members 
Mstep: Class 26 contains 2831 members 
Mstep: Class 27 contains 9137 members 
Mstep: Class 28 contains 1877 members 
Mstep: Class 29 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34104548.000000 Penalty: 62879.636719
Iteration 40F: 30 clusters Score -3.410455e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 9887 members 
Mstep: Class 3 contains 9958 members 
Mstep: Class 4 contains 4176 members 
Mstep: Class 5 contains 12613 members 
Mstep: Class 6 contains 13061 members 
Mstep: Class 7 contains 3251 members 
Mstep: Class 8 contains 39993 members 
Mstep: Class 9 contains 8017 members 
Mstep: Class 10 contains 14916 members 
Mstep: Class 11 contains 246314 members 
Mstep: Class 12 contains 8464 members 
Mstep: Class 13 contains 4500 members 
Mstep: Class 14 contains 96204 members 
Mstep: Class 15 contains 14360 members 
Mstep: Class 16 contains 2330 members 
Mstep: Class 17 contains 11321 members 
Mstep: Class 18 contains 18016 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 14186 members 
Mstep: Class 21 contains 9631 members 
Mstep: Class 22 contains 1907 members 
Mstep: Class 23 contains 11954 members 
Mstep: Class 24 contains 2890 members 
Mstep: Class 25 contains 2898 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 9639 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34106472.000000 Penalty: 62879.636719
Iteration 41Q: 30 clusters Score -3.410647e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 9954 members 
Mstep: Class 3 contains 9967 members 
Mstep: Class 4 contains 4248 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 12789 members 
Mstep: Class 7 contains 3285 members 
Mstep: Class 8 contains 39967 members 
Mstep: Class 9 contains 7935 members 
Mstep: Class 10 contains 14799 members 
Mstep: Class 11 contains 246288 members 
Mstep: Class 12 contains 8211 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 95916 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 18234 members 
Mstep: Class 19 contains 838 members 
Mstep: Class 20 contains 14088 members 
Mstep: Class 21 contains 9588 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 11920 members 
Mstep: Class 24 contains 3077 members 
Mstep: Class 25 contains 2883 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 9984 members 
Mstep: Class 28 contains 2252 members 
Mstep: Class 29 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34107728.000000 Penalty: 62879.636719
Iteration 42Q: 30 clusters Score -3.410773e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 10019 members 
Mstep: Class 3 contains 9988 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 12335 members 
Mstep: Class 6 contains 12572 members 
Mstep: Class 7 contains 3310 members 
Mstep: Class 8 contains 39913 members 
Mstep: Class 9 contains 7876 members 
Mstep: Class 10 contains 14708 members 
Mstep: Class 11 contains 246297 members 
Mstep: Class 12 contains 7975 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 95613 members 
Mstep: Class 15 contains 14556 members 
Mstep: Class 16 contains 2300 members 
Mstep: Class 17 contains 10872 members 
Mstep: Class 18 contains 18459 members 
Mstep: Class 19 contains 860 members 
Mstep: Class 20 contains 13996 members 
Mstep: Class 21 contains 9578 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 11884 members 
Mstep: Class 24 contains 3217 members 
Mstep: Class 25 contains 2875 members 
Mstep: Class 26 contains 2937 members 
Mstep: Class 27 contains 10279 members 
Mstep: Class 28 contains 2374 members 
Mstep: Class 29 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34108628.000000 Penalty: 62879.636719
Iteration 43Q: 30 clusters Score -3.410863e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 10089 members 
Mstep: Class 3 contains 10014 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 12253 members 
Mstep: Class 6 contains 12374 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 8 contains 39867 members 
Mstep: Class 9 contains 7824 members 
Mstep: Class 10 contains 14598 members 
Mstep: Class 11 contains 246308 members 
Mstep: Class 12 contains 7811 members 
Mstep: Class 13 contains 4390 members 
Mstep: Class 14 contains 95332 members 
Mstep: Class 15 contains 14657 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 10676 members 
Mstep: Class 18 contains 18677 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 13904 members 
Mstep: Class 21 contains 9587 members 
Mstep: Class 22 contains 2266 members 
Mstep: Class 23 contains 11861 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 2870 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 10489 members 
Mstep: Class 28 contains 2461 members 
Mstep: Class 29 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34109480.000000 Penalty: 62879.636719
Iteration 44Q: 30 clusters Score -3.410948e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 10165 members 
Mstep: Class 3 contains 10029 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 12181 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 3368 members 
Mstep: Class 8 contains 39794 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 246335 members 
Mstep: Class 12 contains 7679 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 95078 members 
Mstep: Class 15 contains 14721 members 
Mstep: Class 16 contains 2271 members 
Mstep: Class 17 contains 10479 members 
Mstep: Class 18 contains 18904 members 
Mstep: Class 19 contains 904 members 
Mstep: Class 20 contains 13834 members 
Mstep: Class 21 contains 9592 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 11850 members 
Mstep: Class 24 contains 3418 members 
Mstep: Class 25 contains 2863 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 10679 members 
Mstep: Class 28 contains 2525 members 
Mstep: Class 29 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34109912.000000 Penalty: 62879.636719
Iteration 45Q: 30 clusters Score -3.410991e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 10235 members 
Mstep: Class 3 contains 10072 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 12144 members 
Mstep: Class 6 contains 12043 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 39722 members 
Mstep: Class 9 contains 7746 members 
Mstep: Class 10 contains 14449 members 
Mstep: Class 11 contains 246356 members 
Mstep: Class 12 contains 7597 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 94832 members 
Mstep: Class 15 contains 14769 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 10311 members 
Mstep: Class 18 contains 19130 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 13772 members 
Mstep: Class 21 contains 9604 members 
Mstep: Class 22 contains 2404 members 
Mstep: Class 23 contains 11842 members 
Mstep: Class 24 contains 3505 members 
Mstep: Class 25 contains 2862 members 
Mstep: Class 26 contains 2969 members 
Mstep: Class 27 contains 10829 members 
Mstep: Class 28 contains 2572 members 
Mstep: Class 29 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34110120.000000 Penalty: 62879.636719
Iteration 46Q: 30 clusters Score -3.411012e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 10313 members 
Mstep: Class 3 contains 10109 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 12111 members 
Mstep: Class 6 contains 11895 members 
Mstep: Class 7 contains 3420 members 
Mstep: Class 8 contains 39649 members 
Mstep: Class 9 contains 7695 members 
Mstep: Class 10 contains 14367 members 
Mstep: Class 11 contains 246358 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 94576 members 
Mstep: Class 15 contains 14824 members 
Mstep: Class 16 contains 2267 members 
Mstep: Class 17 contains 10154 members 
Mstep: Class 18 contains 19342 members 
Mstep: Class 19 contains 949 members 
Mstep: Class 20 contains 13710 members 
Mstep: Class 21 contains 9618 members 
Mstep: Class 22 contains 2435 members 
Mstep: Class 23 contains 11822 members 
Mstep: Class 24 contains 3592 members 
Mstep: Class 25 contains 2862 members 
Mstep: Class 26 contains 2985 members 
Mstep: Class 27 contains 10965 members 
Mstep: Class 28 contains 2614 members 
Mstep: Class 29 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34110484.000000 Penalty: 62879.636719
Iteration 47Q: 30 clusters Score -3.411048e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 10382 members 
Mstep: Class 3 contains 10152 members 
Mstep: Class 4 contains 4335 members 
Mstep: Class 5 contains 12088 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 39576 members 
Mstep: Class 9 contains 7672 members 
Mstep: Class 10 contains 14303 members 
Mstep: Class 11 contains 246321 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 94352 members 
Mstep: Class 15 contains 14865 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 10009 members 
Mstep: Class 18 contains 19548 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 9619 members 
Mstep: Class 22 contains 2445 members 
Mstep: Class 23 contains 11810 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 2864 members 
Mstep: Class 26 contains 3009 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34110856.000000 Penalty: 62879.636719
Iteration 48Q: 30 clusters Score -3.411086e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 10446 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 4357 members 
Mstep: Class 5 contains 12080 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 39501 members 
Mstep: Class 9 contains 7654 members 
Mstep: Class 10 contains 14252 members 
Mstep: Class 11 contains 246306 members 
Mstep: Class 12 contains 7383 members 
Mstep: Class 13 contains 4256 members 
Mstep: Class 14 contains 94108 members 
Mstep: Class 15 contains 14912 members 
Mstep: Class 16 contains 2294 members 
Mstep: Class 17 contains 9862 members 
Mstep: Class 18 contains 19726 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 2445 members 
Mstep: Class 23 contains 11795 members 
Mstep: Class 24 contains 3712 members 
Mstep: Class 25 contains 2863 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 11201 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34111196.000000 Penalty: 62879.636719
Iteration 49Q: 30 clusters Score -3.41112e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 10213 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 5 contains 12078 members 
Mstep: Class 6 contains 11479 members 
Mstep: Class 7 contains 3472 members 
Mstep: Class 8 contains 39444 members 
Mstep: Class 9 contains 7633 members 
Mstep: Class 10 contains 14194 members 
Mstep: Class 11 contains 246295 members 
Mstep: Class 12 contains 7340 members 
Mstep: Class 13 contains 4236 members 
Mstep: Class 14 contains 93889 members 
Mstep: Class 15 contains 14951 members 
Mstep: Class 16 contains 2307 members 
Mstep: Class 17 contains 9734 members 
Mstep: Class 18 contains 19905 members 
Mstep: Class 19 contains 1058 members 
Mstep: Class 20 contains 13594 members 
Mstep: Class 21 contains 9615 members 
Mstep: Class 22 contains 2446 members 
Mstep: Class 23 contains 11790 members 
Mstep: Class 24 contains 3774 members 
Mstep: Class 25 contains 2864 members 
Mstep: Class 26 contains 3055 members 
Mstep: Class 27 contains 11286 members 
Mstep: Class 28 contains 2735 members 
Mstep: Class 29 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34111536.000000 Penalty: 62879.636719
Iteration 50Q: 30 clusters Score -3.411154e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 10234 members 
Mstep: Class 4 contains 4374 members 
Mstep: Class 5 contains 12075 members 
Mstep: Class 6 contains 11340 members 
Mstep: Class 7 contains 3483 members 
Mstep: Class 8 contains 39380 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 14143 members 
Mstep: Class 11 contains 246269 members 
Mstep: Class 12 contains 7314 members 
Mstep: Class 13 contains 4210 members 
Mstep: Class 14 contains 93673 members 
Mstep: Class 15 contains 14977 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 9618 members 
Mstep: Class 18 contains 20096 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 13555 members 
Mstep: Class 21 contains 9619 members 
Mstep: Class 22 contains 2449 members 
Mstep: Class 23 contains 11786 members 
Mstep: Class 24 contains 3835 members 
Mstep: Class 25 contains 2863 members 
Mstep: Class 26 contains 3071 members 
Mstep: Class 27 contains 11354 members 
Mstep: Class 28 contains 2765 members 
Mstep: Class 29 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34111768.000000 Penalty: 62879.636719
Iteration 51Q: 30 clusters Score -3.411177e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 10268 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 5 contains 12092 members 
Mstep: Class 6 contains 11215 members 
Mstep: Class 7 contains 3501 members 
Mstep: Class 8 contains 39313 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 14118 members 
Mstep: Class 11 contains 246241 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 4194 members 
Mstep: Class 14 contains 93479 members 
Mstep: Class 15 contains 15004 members 
Mstep: Class 16 contains 2326 members 
Mstep: Class 17 contains 9502 members 
Mstep: Class 18 contains 20284 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 13526 members 
Mstep: Class 21 contains 9614 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 11778 members 
Mstep: Class 24 contains 3871 members 
Mstep: Class 25 contains 2864 members 
Mstep: Class 26 contains 3094 members 
Mstep: Class 27 contains 11393 members 
Mstep: Class 28 contains 2788 members 
Mstep: Class 29 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34111908.000000 Penalty: 62879.636719
Iteration 52Q: 30 clusters Score -3.411191e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 10302 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 5 contains 12084 members 
Mstep: Class 6 contains 11070 members 
Mstep: Class 7 contains 3512 members 
Mstep: Class 8 contains 39255 members 
Mstep: Class 9 contains 7607 members 
Mstep: Class 10 contains 14088 members 
Mstep: Class 11 contains 246227 members 
Mstep: Class 12 contains 7259 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 14 contains 93318 members 
Mstep: Class 15 contains 15038 members 
Mstep: Class 16 contains 2341 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 20456 members 
Mstep: Class 19 contains 1207 members 
Mstep: Class 20 contains 13492 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 2471 members 
Mstep: Class 23 contains 11775 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 2863 members 
Mstep: Class 26 contains 3112 members 
Mstep: Class 27 contains 11425 members 
Mstep: Class 28 contains 2825 members 
Mstep: Class 29 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34112248.000000 Penalty: 62879.636719
Iteration 53Q: 30 clusters Score -3.411225e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 10758 members 
Mstep: Class 3 contains 10340 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 5 contains 12096 members 
Mstep: Class 6 contains 10931 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 39202 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 14068 members 
Mstep: Class 11 contains 246212 members 
Mstep: Class 12 contains 7239 members 
Mstep: Class 13 contains 4182 members 
Mstep: Class 14 contains 93135 members 
Mstep: Class 15 contains 15045 members 
Mstep: Class 16 contains 2342 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 20637 members 
Mstep: Class 19 contains 1263 members 
Mstep: Class 20 contains 13470 members 
Mstep: Class 21 contains 9614 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 11763 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 3122 members 
Mstep: Class 27 contains 11462 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34112400.000000 Penalty: 62879.636719
Iteration 54Q: 30 clusters Score -3.41124e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 10816 members 
Mstep: Class 3 contains 10369 members 
Mstep: Class 4 contains 4357 members 
Mstep: Class 5 contains 12115 members 
Mstep: Class 6 contains 10813 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 39140 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 14056 members 
Mstep: Class 11 contains 246188 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 92984 members 
Mstep: Class 15 contains 15051 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 9115 members 
Mstep: Class 18 contains 20793 members 
Mstep: Class 19 contains 1310 members 
Mstep: Class 20 contains 13464 members 
Mstep: Class 21 contains 9614 members 
Mstep: Class 22 contains 2480 members 
Mstep: Class 23 contains 11746 members 
Mstep: Class 24 contains 3999 members 
Mstep: Class 25 contains 2868 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 11492 members 
Mstep: Class 28 contains 2887 members 
Mstep: Class 29 contains 1301 members 
Entering Unmasked Estep 
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Score: -34112760.000000 Penalty: 62879.636719
Iteration 55Q: 30 clusters Score -3.411276e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 10867 members 
Mstep: Class 3 contains 10403 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 12131 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 39091 members 
Mstep: Class 9 contains 7576 members 
Mstep: Class 10 contains 14064 members 
Mstep: Class 11 contains 246169 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 92818 members 
Mstep: Class 15 contains 15044 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 9003 members 
Mstep: Class 18 contains 20935 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 20 contains 13441 members 
Mstep: Class 21 contains 9618 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 11735 members 
Mstep: Class 24 contains 4034 members 
Mstep: Class 25 contains 2872 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 11516 members 
Mstep: Class 28 contains 2912 members 
Mstep: Class 29 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34112696.000000 Penalty: 62879.636719
Iteration 56Q: 30 clusters Score -3.41127e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 10923 members 
Mstep: Class 3 contains 10435 members 
Mstep: Class 4 contains 4357 members 
Mstep: Class 5 contains 12160 members 
Mstep: Class 6 contains 10621 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 39037 members 
Mstep: Class 9 contains 7574 members 
Mstep: Class 10 contains 14048 members 
Mstep: Class 11 contains 246151 members 
Mstep: Class 12 contains 7185 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 92676 members 
Mstep: Class 15 contains 15045 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 8897 members 
Mstep: Class 18 contains 21061 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 13421 members 
Mstep: Class 21 contains 9623 members 
Mstep: Class 22 contains 2482 members 
Mstep: Class 23 contains 11725 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 2874 members 
Mstep: Class 26 contains 3149 members 
Mstep: Class 27 contains 11522 members 
Mstep: Class 28 contains 2945 members 
Mstep: Class 29 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34112784.000000 Penalty: 62879.636719
Iteration 57Q: 30 clusters Score -3.411278e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 10982 members 
Mstep: Class 3 contains 10472 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 12174 members 
Mstep: Class 6 contains 10528 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 38992 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 14031 members 
Mstep: Class 11 contains 246136 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 92535 members 
Mstep: Class 15 contains 15042 members 
Mstep: Class 16 contains 2361 members 
Mstep: Class 17 contains 8801 members 
Mstep: Class 18 contains 21172 members 
Mstep: Class 19 contains 1370 members 
Mstep: Class 20 contains 13409 members 
Mstep: Class 21 contains 9626 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 11717 members 
Mstep: Class 24 contains 4092 members 
Mstep: Class 25 contains 2876 members 
Mstep: Class 26 contains 3153 members 
Mstep: Class 27 contains 11539 members 
Mstep: Class 28 contains 2969 members 
Mstep: Class 29 contains 1320 members 
Entering Unmasked Estep 
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Score: -34112968.000000 Penalty: 62879.636719
Iteration 58Q: 30 clusters Score -3.411297e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 10515 members 
Mstep: Class 4 contains 4368 members 
Mstep: Class 5 contains 12202 members 
Mstep: Class 6 contains 10440 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 38949 members 
Mstep: Class 9 contains 7570 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 246130 members 
Mstep: Class 12 contains 7135 members 
Mstep: Class 13 contains 4177 members 
Mstep: Class 14 contains 92388 members 
Mstep: Class 15 contains 15039 members 
Mstep: Class 16 contains 2359 members 
Mstep: Class 17 contains 8716 members 
Mstep: Class 18 contains 21274 members 
Mstep: Class 19 contains 1376 members 
Mstep: Class 20 contains 13396 members 
Mstep: Class 21 contains 9622 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 11712 members 
Mstep: Class 24 contains 4117 members 
Mstep: Class 25 contains 2878 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11554 members 
Mstep: Class 28 contains 2984 members 
Mstep: Class 29 contains 1314 members 
Entering Unmasked Estep 
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Iteration 59Q: 30 clusters Score -3.411309e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 11082 members 
Mstep: Class 3 contains 10557 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 5 contains 12225 members 
Mstep: Class 6 contains 10347 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 38893 members 
Mstep: Class 9 contains 7566 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 246119 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 4186 members 
Mstep: Class 14 contains 92251 members 
Mstep: Class 15 contains 15043 members 
Mstep: Class 16 contains 2363 members 
Mstep: Class 17 contains 8648 members 
Mstep: Class 18 contains 21364 members 
Mstep: Class 19 contains 1384 members 
Mstep: Class 20 contains 13376 members 
Mstep: Class 21 contains 9614 members 
Mstep: Class 22 contains 2488 members 
Mstep: Class 23 contains 11704 members 
Mstep: Class 24 contains 4139 members 
Mstep: Class 25 contains 2880 members 
Mstep: Class 26 contains 3166 members 
Mstep: Class 27 contains 11576 members 
Mstep: Class 28 contains 3003 members 
Mstep: Class 29 contains 1307 members 
Entering Unmasked Estep 
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Score: -34113292.000000 Penalty: 62879.636719
Iteration 60F: 30 clusters Score -3.411329e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 10593 members 
Mstep: Class 4 contains 4373 members 
Mstep: Class 5 contains 12236 members 
Mstep: Class 6 contains 10241 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 38853 members 
Mstep: Class 9 contains 7567 members 
Mstep: Class 10 contains 13977 members 
Mstep: Class 11 contains 246106 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 92148 members 
Mstep: Class 15 contains 15036 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 8575 members 
Mstep: Class 18 contains 21448 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 13366 members 
Mstep: Class 21 contains 9610 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 11695 members 
Mstep: Class 24 contains 4157 members 
Mstep: Class 25 contains 2884 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 11600 members 
Mstep: Class 28 contains 3011 members 
Mstep: Class 29 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113368.000000 Penalty: 62879.636719
Iteration 61Q: 30 clusters Score -3.411337e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 11197 members 
Mstep: Class 3 contains 10627 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 10129 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 38816 members 
Mstep: Class 9 contains 7575 members 
Mstep: Class 10 contains 13962 members 
Mstep: Class 11 contains 246085 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 4197 members 
Mstep: Class 14 contains 92043 members 
Mstep: Class 15 contains 15025 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 8508 members 
Mstep: Class 18 contains 21522 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 13341 members 
Mstep: Class 21 contains 9616 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 11690 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 2887 members 
Mstep: Class 26 contains 3175 members 
Mstep: Class 27 contains 11631 members 
Mstep: Class 28 contains 3022 members 
Mstep: Class 29 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113548.000000 Penalty: 62879.636719
Iteration 62Q: 30 clusters Score -3.411355e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 11245 members 
Mstep: Class 3 contains 10662 members 
Mstep: Class 4 contains 4377 members 
Mstep: Class 5 contains 12304 members 
Mstep: Class 6 contains 10033 members 
Mstep: Class 7 contains 3684 members 
Mstep: Class 8 contains 38777 members 
Mstep: Class 9 contains 7576 members 
Mstep: Class 10 contains 13947 members 
Mstep: Class 11 contains 246049 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 4201 members 
Mstep: Class 14 contains 91944 members 
Mstep: Class 15 contains 15018 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 8429 members 
Mstep: Class 18 contains 21606 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 13330 members 
Mstep: Class 21 contains 9620 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 11693 members 
Mstep: Class 24 contains 4201 members 
Mstep: Class 25 contains 2890 members 
Mstep: Class 26 contains 3178 members 
Mstep: Class 27 contains 11660 members 
Mstep: Class 28 contains 3032 members 
Mstep: Class 29 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113572.000000 Penalty: 62879.636719
Iteration 63Q: 30 clusters Score -3.411357e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 4380 members 
Mstep: Class 5 contains 12369 members 
Mstep: Class 6 contains 9948 members 
Mstep: Class 7 contains 3701 members 
Mstep: Class 8 contains 38750 members 
Mstep: Class 9 contains 7582 members 
Mstep: Class 10 contains 13923 members 
Mstep: Class 11 contains 246027 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 4209 members 
Mstep: Class 14 contains 91871 members 
Mstep: Class 15 contains 15028 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 8355 members 
Mstep: Class 18 contains 21653 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 13302 members 
Mstep: Class 21 contains 9619 members 
Mstep: Class 22 contains 2492 members 
Mstep: Class 23 contains 11693 members 
Mstep: Class 24 contains 4227 members 
Mstep: Class 25 contains 2891 members 
Mstep: Class 26 contains 3180 members 
Mstep: Class 27 contains 11674 members 
Mstep: Class 28 contains 3039 members 
Mstep: Class 29 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113592.000000 Penalty: 62879.636719
Iteration 64Q: 30 clusters Score -3.411359e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 10716 members 
Mstep: Class 4 contains 4380 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 9874 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 8 contains 38723 members 
Mstep: Class 9 contains 7588 members 
Mstep: Class 10 contains 13913 members 
Mstep: Class 11 contains 246005 members 
Mstep: Class 12 contains 7004 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 91790 members 
Mstep: Class 15 contains 15027 members 
Mstep: Class 16 contains 2363 members 
Mstep: Class 17 contains 8261 members 
Mstep: Class 18 contains 21701 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 13300 members 
Mstep: Class 21 contains 9615 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 11693 members 
Mstep: Class 24 contains 4250 members 
Mstep: Class 25 contains 2892 members 
Mstep: Class 26 contains 3181 members 
Mstep: Class 27 contains 11707 members 
Mstep: Class 28 contains 3055 members 
Mstep: Class 29 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113560.000000 Penalty: 62879.636719
Iteration 65Q: 30 clusters Score -3.411356e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 4379 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 9802 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 38705 members 
Mstep: Class 9 contains 7594 members 
Mstep: Class 10 contains 13920 members 
Mstep: Class 11 contains 245970 members 
Mstep: Class 12 contains 6978 members 
Mstep: Class 13 contains 4228 members 
Mstep: Class 14 contains 91713 members 
Mstep: Class 15 contains 15016 members 
Mstep: Class 16 contains 2360 members 
Mstep: Class 17 contains 8176 members 
Mstep: Class 18 contains 21765 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 13301 members 
Mstep: Class 21 contains 9612 members 
Mstep: Class 22 contains 2488 members 
Mstep: Class 23 contains 11685 members 
Mstep: Class 24 contains 4273 members 
Mstep: Class 25 contains 2894 members 
Mstep: Class 26 contains 3183 members 
Mstep: Class 27 contains 11740 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113660.000000 Penalty: 62879.636719
Iteration 66Q: 30 clusters Score -3.411366e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 11393 members 
Mstep: Class 3 contains 10758 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 12479 members 
Mstep: Class 6 contains 9731 members 
Mstep: Class 7 contains 3727 members 
Mstep: Class 8 contains 38683 members 
Mstep: Class 9 contains 7593 members 
Mstep: Class 10 contains 13911 members 
Mstep: Class 11 contains 245936 members 
Mstep: Class 12 contains 6962 members 
Mstep: Class 13 contains 4241 members 
Mstep: Class 14 contains 91634 members 
Mstep: Class 15 contains 15000 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 8099 members 
Mstep: Class 18 contains 21839 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 13288 members 
Mstep: Class 21 contains 9610 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 11679 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 2894 members 
Mstep: Class 26 contains 3190 members 
Mstep: Class 27 contains 11788 members 
Mstep: Class 28 contains 3068 members 
Mstep: Class 29 contains 1294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113816.000000 Penalty: 62879.636719
Iteration 67Q: 30 clusters Score -3.411382e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 10774 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 12497 members 
Mstep: Class 6 contains 9672 members 
Mstep: Class 7 contains 3730 members 
Mstep: Class 8 contains 38662 members 
Mstep: Class 9 contains 7604 members 
Mstep: Class 10 contains 13900 members 
Mstep: Class 11 contains 245893 members 
Mstep: Class 12 contains 6941 members 
Mstep: Class 13 contains 4245 members 
Mstep: Class 14 contains 91566 members 
Mstep: Class 15 contains 14995 members 
Mstep: Class 16 contains 2356 members 
Mstep: Class 17 contains 8016 members 
Mstep: Class 18 contains 21931 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 13285 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 2485 members 
Mstep: Class 23 contains 11679 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 3193 members 
Mstep: Class 27 contains 11832 members 
Mstep: Class 28 contains 3071 members 
Mstep: Class 29 contains 1294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113796.000000 Penalty: 62879.636719
Iteration 68Q: 30 clusters Score -3.41138e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 10797 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 12525 members 
Mstep: Class 6 contains 9623 members 
Mstep: Class 7 contains 3730 members 
Mstep: Class 8 contains 38639 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 13888 members 
Mstep: Class 11 contains 245856 members 
Mstep: Class 12 contains 6921 members 
Mstep: Class 13 contains 4249 members 
Mstep: Class 14 contains 91500 members 
Mstep: Class 15 contains 14995 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 7938 members 
Mstep: Class 18 contains 22021 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 9613 members 
Mstep: Class 22 contains 2483 members 
Mstep: Class 23 contains 11678 members 
Mstep: Class 24 contains 4329 members 
Mstep: Class 25 contains 2897 members 
Mstep: Class 26 contains 3195 members 
Mstep: Class 27 contains 11861 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113888.000000 Penalty: 62879.636719
Iteration 69Q: 30 clusters Score -3.411389e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 11481 members 
Mstep: Class 3 contains 10816 members 
Mstep: Class 4 contains 4403 members 
Mstep: Class 5 contains 12559 members 
Mstep: Class 6 contains 9577 members 
Mstep: Class 7 contains 3731 members 
Mstep: Class 8 contains 38608 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 13885 members 
Mstep: Class 11 contains 245805 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 91437 members 
Mstep: Class 15 contains 14997 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 7869 members 
Mstep: Class 18 contains 22105 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 13268 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 2480 members 
Mstep: Class 23 contains 11682 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 2898 members 
Mstep: Class 26 contains 3201 members 
Mstep: Class 27 contains 11887 members 
Mstep: Class 28 contains 3082 members 
Mstep: Class 29 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113888.000000 Penalty: 62879.636719
Iteration 70Q: 30 clusters Score -3.411389e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 11513 members 
Mstep: Class 3 contains 10831 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 12586 members 
Mstep: Class 6 contains 9541 members 
Mstep: Class 7 contains 3730 members 
Mstep: Class 8 contains 38581 members 
Mstep: Class 9 contains 7629 members 
Mstep: Class 10 contains 13896 members 
Mstep: Class 11 contains 245768 members 
Mstep: Class 12 contains 6872 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 91389 members 
Mstep: Class 15 contains 15001 members 
Mstep: Class 16 contains 2345 members 
Mstep: Class 17 contains 7798 members 
Mstep: Class 18 contains 22184 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 9622 members 
Mstep: Class 22 contains 2477 members 
Mstep: Class 23 contains 11680 members 
Mstep: Class 24 contains 4359 members 
Mstep: Class 25 contains 2898 members 
Mstep: Class 26 contains 3210 members 
Mstep: Class 27 contains 11894 members 
Mstep: Class 28 contains 3078 members 
Mstep: Class 29 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113948.000000 Penalty: 62879.636719
Iteration 71Q: 30 clusters Score -3.411395e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 10854 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 12634 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 3730 members 
Mstep: Class 8 contains 38552 members 
Mstep: Class 9 contains 7642 members 
Mstep: Class 10 contains 13917 members 
Mstep: Class 11 contains 245730 members 
Mstep: Class 12 contains 6822 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 14 contains 91338 members 
Mstep: Class 15 contains 15014 members 
Mstep: Class 16 contains 2334 members 
Mstep: Class 17 contains 7744 members 
Mstep: Class 18 contains 22220 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 13257 members 
Mstep: Class 21 contains 9627 members 
Mstep: Class 22 contains 2478 members 
Mstep: Class 23 contains 11674 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 2901 members 
Mstep: Class 26 contains 3216 members 
Mstep: Class 27 contains 11903 members 
Mstep: Class 28 contains 3078 members 
Mstep: Class 29 contains 1295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114052.000000 Penalty: 62879.636719
Iteration 72Q: 30 clusters Score -3.411405e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 11574 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 12682 members 
Mstep: Class 6 contains 9481 members 
Mstep: Class 7 contains 3732 members 
Mstep: Class 8 contains 38528 members 
Mstep: Class 9 contains 7643 members 
Mstep: Class 10 contains 13934 members 
Mstep: Class 11 contains 245697 members 
Mstep: Class 12 contains 6771 members 
Mstep: Class 13 contains 4298 members 
Mstep: Class 14 contains 91296 members 
Mstep: Class 15 contains 15010 members 
Mstep: Class 16 contains 2324 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 22236 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 13251 members 
Mstep: Class 21 contains 9623 members 
Mstep: Class 22 contains 2476 members 
Mstep: Class 23 contains 11672 members 
Mstep: Class 24 contains 4392 members 
Mstep: Class 25 contains 2910 members 
Mstep: Class 26 contains 3234 members 
Mstep: Class 27 contains 11910 members 
Mstep: Class 28 contains 3083 members 
Mstep: Class 29 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114048.000000 Penalty: 62879.636719
Iteration 73Q: 30 clusters Score -3.411405e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 11603 members 
Mstep: Class 3 contains 10909 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 12722 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 38520 members 
Mstep: Class 9 contains 7643 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 11 contains 245666 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 91261 members 
Mstep: Class 15 contains 15009 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 7628 members 
Mstep: Class 18 contains 22258 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 13249 members 
Mstep: Class 21 contains 9627 members 
Mstep: Class 22 contains 2475 members 
Mstep: Class 23 contains 11668 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 2918 members 
Mstep: Class 26 contains 3253 members 
Mstep: Class 27 contains 11928 members 
Mstep: Class 28 contains 3084 members 
Mstep: Class 29 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114076.000000 Penalty: 62879.636719
Iteration 74Q: 30 clusters Score -3.411408e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 11630 members 
Mstep: Class 3 contains 10938 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 12761 members 
Mstep: Class 6 contains 9419 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 38511 members 
Mstep: Class 9 contains 7659 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 11 contains 245637 members 
Mstep: Class 12 contains 6677 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 91209 members 
Mstep: Class 15 contains 15024 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 7574 members 
Mstep: Class 18 contains 22276 members 
Mstep: Class 19 contains 1600 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 2470 members 
Mstep: Class 23 contains 11666 members 
Mstep: Class 24 contains 4428 members 
Mstep: Class 25 contains 2919 members 
Mstep: Class 26 contains 3266 members 
Mstep: Class 27 contains 11945 members 
Mstep: Class 28 contains 3081 members 
Mstep: Class 29 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114136.000000 Penalty: 62879.636719
Iteration 75Q: 30 clusters Score -3.411414e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 11658 members 
Mstep: Class 3 contains 10963 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 12809 members 
Mstep: Class 6 contains 9389 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 38494 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 13922 members 
Mstep: Class 11 contains 245621 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 4326 members 
Mstep: Class 14 contains 91152 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 2306 members 
Mstep: Class 17 contains 7541 members 
Mstep: Class 18 contains 22272 members 
Mstep: Class 19 contains 1603 members 
Mstep: Class 20 contains 13246 members 
Mstep: Class 21 contains 9616 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 2922 members 
Mstep: Class 26 contains 3286 members 
Mstep: Class 27 contains 11961 members 
Mstep: Class 28 contains 3082 members 
Mstep: Class 29 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114276.000000 Penalty: 62879.636719
Iteration 76Q: 30 clusters Score -3.411428e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 11694 members 
Mstep: Class 3 contains 10982 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 12850 members 
Mstep: Class 6 contains 9362 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 38480 members 
Mstep: Class 9 contains 7680 members 
Mstep: Class 10 contains 13914 members 
Mstep: Class 11 contains 245603 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 4334 members 
Mstep: Class 14 contains 91088 members 
Mstep: Class 15 contains 15028 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 17 contains 7505 members 
Mstep: Class 18 contains 22279 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 13234 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 2466 members 
Mstep: Class 23 contains 11656 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 3303 members 
Mstep: Class 27 contains 11981 members 
Mstep: Class 28 contains 3085 members 
Mstep: Class 29 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114308.000000 Penalty: 62879.636719
Iteration 77Q: 30 clusters Score -3.411431e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 11011 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 12893 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 3754 members 
Mstep: Class 8 contains 38463 members 
Mstep: Class 9 contains 7687 members 
Mstep: Class 10 contains 13910 members 
Mstep: Class 11 contains 245587 members 
Mstep: Class 12 contains 6596 members 
Mstep: Class 13 contains 4343 members 
Mstep: Class 14 contains 91020 members 
Mstep: Class 15 contains 15031 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 7485 members 
Mstep: Class 18 contains 22287 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 13224 members 
Mstep: Class 21 contains 9615 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 23 contains 11647 members 
Mstep: Class 24 contains 4481 members 
Mstep: Class 25 contains 2925 members 
Mstep: Class 26 contains 3319 members 
Mstep: Class 27 contains 11997 members 
Mstep: Class 28 contains 3079 members 
Mstep: Class 29 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114336.000000 Penalty: 62879.636719
Iteration 78Q: 30 clusters Score -3.411434e+07 nChanged 603
Entering ConstructFrom: 
Score: -34114336.000000 Penalty: 62879.636719
Entering ConstructFrom: 
Trying to split cluster 1 (50079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Entering Unmasked Estep 
Score: -2875238.750000 Penalty: 1758.470459
	Iteration 0F: 2 clusters Score -2875239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -2841794.250000 Penalty: 3516.940918
	Iteration 0F: 3 clusters Score -2841794 nChanged 23405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2855155.500000 Penalty: 3516.940918
	Iteration 1F: 3 clusters Score -2855156 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -2855981.750000 Penalty: 3516.940918
	Iteration 2Q: 3 clusters Score -2855982 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2857025.500000 Penalty: 3516.940918
	Iteration 3Q: 3 clusters Score -2857026 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2858468.000000 Penalty: 3516.940918
	Iteration 4F: 3 clusters Score -2858468 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2860442.500000 Penalty: 3516.940918
	Iteration 5F: 3 clusters Score -2860442 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2862796.250000 Penalty: 3516.940918
	Iteration 6F: 3 clusters Score -2862796 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2865185.250000 Penalty: 3516.940918
	Iteration 7F: 3 clusters Score -2865185 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2866979.000000 Penalty: 3516.940918
	Iteration 8F: 3 clusters Score -2866979 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2868043.250000 Penalty: 3516.940918
	Iteration 9Q: 3 clusters Score -2868043 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2868690.250000 Penalty: 3516.940918
	Iteration 10Q: 3 clusters Score -2868690 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2869175.500000 Penalty: 3516.940918
	Iteration 11Q: 3 clusters Score -2869176 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2869650.250000 Penalty: 3516.940918
	Iteration 12Q: 3 clusters Score -2869650 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2870081.750000 Penalty: 3516.940918
	Iteration 13Q: 3 clusters Score -2870082 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2870597.750000 Penalty: 3516.940918
	Iteration 14Q: 3 clusters Score -2870598 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2871168.500000 Penalty: 3516.940918
	Iteration 15Q: 3 clusters Score -2871168 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2871836.000000 Penalty: 3516.940918
	Iteration 16Q: 3 clusters Score -2871836 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2872561.250000 Penalty: 3516.940918
	Iteration 17Q: 3 clusters Score -2872561 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2873308.250000 Penalty: 3516.940918
	Iteration 18Q: 3 clusters Score -2873308 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2873945.500000 Penalty: 3516.940918
	Iteration 19Q: 3 clusters Score -2873946 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2874373.250000 Penalty: 3516.940918
	Iteration 20F: 3 clusters Score -2874373 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2874645.000000 Penalty: 3516.940918
	Iteration 21Q: 3 clusters Score -2874645 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2874799.250000 Penalty: 3516.940918
	Iteration 22Q: 3 clusters Score -2874799 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2874882.750000 Penalty: 3516.940918
	Iteration 23Q: 3 clusters Score -2874883 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2874952.500000 Penalty: 3516.940918
	Iteration 24Q: 3 clusters Score -2874952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2874969.000000 Penalty: 3516.940918
	Iteration 25Q: 3 clusters Score -2874969 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2874984.500000 Penalty: 3516.940918
	Iteration 26Q: 3 clusters Score -2874984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2875003.250000 Penalty: 3516.940918
	Iteration 27Q: 3 clusters Score -2875003 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2875016.250000 Penalty: 3516.940918
	Iteration 28Q: 3 clusters Score -2875016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2875019.500000 Penalty: 3516.940918
	Iteration 29Q: 3 clusters Score -2875020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2875036.500000 Penalty: 3516.940918
	Iteration 30Q: 3 clusters Score -2875036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2875047.250000 Penalty: 3516.940918
	Iteration 31Q: 3 clusters Score -2875047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2875050.750000 Penalty: 3516.940918
	Iteration 32Q: 3 clusters Score -2875051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2875058.500000 Penalty: 3516.940918
	Iteration 33Q: 3 clusters Score -2875058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2875061.750000 Penalty: 3516.940918
	Iteration 34Q: 3 clusters Score -2875062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2875055.000000 Penalty: 3516.940918
	Iteration 35Q: 3 clusters Score -2875055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2875060.750000 Penalty: 3516.940918
	Iteration 36Q: 3 clusters Score -2875061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2875060.750000 Penalty: 3516.940918
	Iteration 37Q: 3 clusters Score -2875061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2875063.500000 Penalty: 3516.940918
	Iteration 38Q: 3 clusters Score -2875064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2875069.000000 Penalty: 3516.940918
	Iteration 39Q: 3 clusters Score -2875069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2875071.500000 Penalty: 3516.940918
	Iteration 40F: 3 clusters Score -2875072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2875077.500000 Penalty: 3516.940918
	Iteration 41Q: 3 clusters Score -2875078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2875078.000000 Penalty: 3516.940918
	Iteration 42Q: 3 clusters Score -2875078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2875078.250000 Penalty: 3516.940918
	Iteration 43Q: 3 clusters Score -2875078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2875092.000000 Penalty: 3516.940918
	Iteration 44Q: 3 clusters Score -2875092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2875098.750000 Penalty: 3516.940918
	Iteration 45Q: 3 clusters Score -2875099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2875093.000000 Penalty: 3516.940918
	Iteration 46Q: 3 clusters Score -2875093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2875103.500000 Penalty: 3516.940918
	Iteration 47Q: 3 clusters Score -2875104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2875102.250000 Penalty: 3516.940918
	Iteration 48Q: 3 clusters Score -2875102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2875109.000000 Penalty: 3516.940918
	Iteration 49Q: 3 clusters Score -2875109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2875108.750000 Penalty: 3516.940918
	Iteration 50Q: 3 clusters Score -2875109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2875110.250000 Penalty: 3516.940918
	Iteration 51Q: 3 clusters Score -2875110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2875114.750000 Penalty: 3516.940918
	Iteration 52Q: 3 clusters Score -2875115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2875123.500000 Penalty: 3516.940918
	Iteration 53Q: 3 clusters Score -2875124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2875121.500000 Penalty: 3516.940918
	Iteration 54Q: 3 clusters Score -2875122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2875126.000000 Penalty: 3516.940918
	Iteration 55Q: 3 clusters Score -2875126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2875134.500000 Penalty: 3516.940918
	Iteration 56Q: 3 clusters Score -2875134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2875133.750000 Penalty: 3516.940918
	Iteration 57Q: 3 clusters Score -2875134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2875148.250000 Penalty: 3516.940918
	Iteration 58Q: 3 clusters Score -2875148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2875152.750000 Penalty: 3516.940918
	Iteration 59Q: 3 clusters Score -2875153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2875155.750000 Penalty: 3516.940918
	Iteration 60F: 3 clusters Score -2875156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2875154.750000 Penalty: 3516.940918
	Iteration 61Q: 3 clusters Score -2875155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2875155.500000 Penalty: 3516.940918
	Iteration 62Q: 3 clusters Score -2875156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2875156.250000 Penalty: 3516.940918
	Iteration 63Q: 3 clusters Score -2875156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2875155.000000 Penalty: 3516.940918
	Iteration 64Q: 3 clusters Score -2875155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2875155.000000 Penalty: 3516.940918
	Iteration 65F: 3 clusters Score -2875155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Entering Unmasked Estep 
Score: -685174.125000 Penalty: 1522.955566
	Iteration 0F: 2 clusters Score -685174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -676910.187500 Penalty: 3045.911133
	Iteration 0F: 3 clusters Score -676910.2 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -679759.687500 Penalty: 3045.911133
	Iteration 1F: 3 clusters Score -679759.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -680046.562500 Penalty: 3045.911133
	Iteration 2F: 3 clusters Score -680046.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -680294.250000 Penalty: 3045.911133
	Iteration 3F: 3 clusters Score -680294.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -680510.562500 Penalty: 3045.911133
	Iteration 4Q: 3 clusters Score -680510.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -680720.750000 Penalty: 3045.911133
	Iteration 5Q: 3 clusters Score -680720.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -680911.375000 Penalty: 3045.911133
	Iteration 6Q: 3 clusters Score -680911.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -681092.500000 Penalty: 3045.911133
	Iteration 7Q: 3 clusters Score -681092.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -681232.125000 Penalty: 3045.911133
	Iteration 8Q: 3 clusters Score -681232.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -681348.375000 Penalty: 3045.911133
	Iteration 9Q: 3 clusters Score -681348.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -681481.125000 Penalty: 3045.911133
	Iteration 10Q: 3 clusters Score -681481.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -681580.250000 Penalty: 3045.911133
	Iteration 11Q: 3 clusters Score -681580.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -681664.375000 Penalty: 3045.911133
	Iteration 12Q: 3 clusters Score -681664.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -681736.812500 Penalty: 3045.911133
	Iteration 13Q: 3 clusters Score -681736.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -681798.625000 Penalty: 3045.911133
	Iteration 14Q: 3 clusters Score -681798.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -681857.500000 Penalty: 3045.911133
	Iteration 15Q: 3 clusters Score -681857.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -681914.750000 Penalty: 3045.911133
	Iteration 16Q: 3 clusters Score -681914.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -681964.000000 Penalty: 3045.911133
	Iteration 17Q: 3 clusters Score -681964 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -682010.375000 Penalty: 3045.911133
	Iteration 18Q: 3 clusters Score -682010.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -682051.562500 Penalty: 3045.911133
	Iteration 19Q: 3 clusters Score -682051.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -682107.062500 Penalty: 3045.911133
	Iteration 20F: 3 clusters Score -682107.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -682176.250000 Penalty: 3045.911133
	Iteration 21Q: 3 clusters Score -682176.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -682268.687500 Penalty: 3045.911133
	Iteration 22Q: 3 clusters Score -682268.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -682379.875000 Penalty: 3045.911133
	Iteration 23Q: 3 clusters Score -682379.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -682487.250000 Penalty: 3045.911133
	Iteration 24Q: 3 clusters Score -682487.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -682606.375000 Penalty: 3045.911133
	Iteration 25Q: 3 clusters Score -682606.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -682736.812500 Penalty: 3045.911133
	Iteration 26Q: 3 clusters Score -682736.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -682865.000000 Penalty: 3045.911133
	Iteration 27Q: 3 clusters Score -682865 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -683002.875000 Penalty: 3045.911133
	Iteration 28Q: 3 clusters Score -683002.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -683132.500000 Penalty: 3045.911133
	Iteration 29Q: 3 clusters Score -683132.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -683249.750000 Penalty: 3045.911133
	Iteration 30Q: 3 clusters Score -683249.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -683343.187500 Penalty: 3045.911133
	Iteration 31Q: 3 clusters Score -683343.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -683418.062500 Penalty: 3045.911133
	Iteration 32Q: 3 clusters Score -683418.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -683486.687500 Penalty: 3045.911133
	Iteration 33Q: 3 clusters Score -683486.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -683543.125000 Penalty: 3045.911133
	Iteration 34Q: 3 clusters Score -683543.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -683586.812500 Penalty: 3045.911133
	Iteration 35Q: 3 clusters Score -683586.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -683626.187500 Penalty: 3045.911133
	Iteration 36Q: 3 clusters Score -683626.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -683658.562500 Penalty: 3045.911133
	Iteration 37Q: 3 clusters Score -683658.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -683684.687500 Penalty: 3045.911133
	Iteration 38Q: 3 clusters Score -683684.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -683708.875000 Penalty: 3045.911133
	Iteration 39Q: 3 clusters Score -683708.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -683724.125000 Penalty: 3045.911133
	Iteration 40F: 3 clusters Score -683724.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -683746.062500 Penalty: 3045.911133
	Iteration 41Q: 3 clusters Score -683746.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -683762.625000 Penalty: 3045.911133
	Iteration 42Q: 3 clusters Score -683762.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -683771.625000 Penalty: 3045.911133
	Iteration 43Q: 3 clusters Score -683771.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -683781.437500 Penalty: 3045.911133
	Iteration 44Q: 3 clusters Score -683781.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -683790.125000 Penalty: 3045.911133
	Iteration 45Q: 3 clusters Score -683790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -683799.875000 Penalty: 3045.911133
	Iteration 46Q: 3 clusters Score -683799.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -683805.750000 Penalty: 3045.911133
	Iteration 47Q: 3 clusters Score -683805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -683814.125000 Penalty: 3045.911133
	Iteration 48Q: 3 clusters Score -683814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -683817.562500 Penalty: 3045.911133
	Iteration 49Q: 3 clusters Score -683817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -683818.375000 Penalty: 3045.911133
	Iteration 50Q: 3 clusters Score -683818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -683818.562500 Penalty: 3045.911133
	Iteration 51Q: 3 clusters Score -683818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -683821.250000 Penalty: 3045.911133
	Iteration 52Q: 3 clusters Score -683821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -683821.812500 Penalty: 3045.911133
	Iteration 53Q: 3 clusters Score -683821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -683823.937500 Penalty: 3045.911133
	Iteration 54Q: 3 clusters Score -683823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -683825.937500 Penalty: 3045.911133
	Iteration 55Q: 3 clusters Score -683825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -683825.937500 Penalty: 3045.911133
	Iteration 56F: 3 clusters Score -683825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Entering Unmasked Estep 
Score: -596844.562500 Penalty: 1512.743286
	Iteration 0F: 2 clusters Score -596844.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -589011.187500 Penalty: 3025.486572
	Iteration 0F: 3 clusters Score -589011.2 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -591524.562500 Penalty: 3025.486572
	Iteration 1F: 3 clusters Score -591524.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -591821.500000 Penalty: 3025.486572
	Iteration 2F: 3 clusters Score -591821.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -592055.437500 Penalty: 3025.486572
	Iteration 3F: 3 clusters Score -592055.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -592238.687500 Penalty: 3025.486572
	Iteration 4Q: 3 clusters Score -592238.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -592403.875000 Penalty: 3025.486572
	Iteration 5Q: 3 clusters Score -592403.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -592565.250000 Penalty: 3025.486572
	Iteration 6Q: 3 clusters Score -592565.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -592720.625000 Penalty: 3025.486572
	Iteration 7Q: 3 clusters Score -592720.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -592873.625000 Penalty: 3025.486572
	Iteration 8Q: 3 clusters Score -592873.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -593022.875000 Penalty: 3025.486572
	Iteration 9Q: 3 clusters Score -593022.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -593190.687500 Penalty: 3025.486572
	Iteration 10Q: 3 clusters Score -593190.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -593376.062500 Penalty: 3025.486572
	Iteration 11Q: 3 clusters Score -593376.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -593579.937500 Penalty: 3025.486572
	Iteration 12Q: 3 clusters Score -593579.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -593779.625000 Penalty: 3025.486572
	Iteration 13Q: 3 clusters Score -593779.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -593963.562500 Penalty: 3025.486572
	Iteration 14Q: 3 clusters Score -593963.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -594148.687500 Penalty: 3025.486572
	Iteration 15Q: 3 clusters Score -594148.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -594312.750000 Penalty: 3025.486572
	Iteration 16Q: 3 clusters Score -594312.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -594426.250000 Penalty: 3025.486572
	Iteration 17Q: 3 clusters Score -594426.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -594509.000000 Penalty: 3025.486572
	Iteration 18Q: 3 clusters Score -594509 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -594564.187500 Penalty: 3025.486572
	Iteration 19Q: 3 clusters Score -594564.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -594602.437500 Penalty: 3025.486572
	Iteration 20F: 3 clusters Score -594602.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -594637.937500 Penalty: 3025.486572
	Iteration 21Q: 3 clusters Score -594637.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -594664.250000 Penalty: 3025.486572
	Iteration 22Q: 3 clusters Score -594664.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -594693.812500 Penalty: 3025.486572
	Iteration 23Q: 3 clusters Score -594693.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -594733.500000 Penalty: 3025.486572
	Iteration 24Q: 3 clusters Score -594733.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -594775.500000 Penalty: 3025.486572
	Iteration 25Q: 3 clusters Score -594775.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -594815.500000 Penalty: 3025.486572
	Iteration 26Q: 3 clusters Score -594815.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -594853.937500 Penalty: 3025.486572
	Iteration 27Q: 3 clusters Score -594853.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -594881.000000 Penalty: 3025.486572
	Iteration 28Q: 3 clusters Score -594881 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -594904.687500 Penalty: 3025.486572
	Iteration 29Q: 3 clusters Score -594904.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -594922.125000 Penalty: 3025.486572
	Iteration 30Q: 3 clusters Score -594922.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -594938.562500 Penalty: 3025.486572
	Iteration 31Q: 3 clusters Score -594938.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -594949.625000 Penalty: 3025.486572
	Iteration 32Q: 3 clusters Score -594949.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -594962.562500 Penalty: 3025.486572
	Iteration 33Q: 3 clusters Score -594962.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -594968.500000 Penalty: 3025.486572
	Iteration 34Q: 3 clusters Score -594968.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -594974.812500 Penalty: 3025.486572
	Iteration 35Q: 3 clusters Score -594974.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -594979.000000 Penalty: 3025.486572
	Iteration 36Q: 3 clusters Score -594979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -594985.437500 Penalty: 3025.486572
	Iteration 37Q: 3 clusters Score -594985.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -594991.312500 Penalty: 3025.486572
	Iteration 38Q: 3 clusters Score -594991.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -594993.562500 Penalty: 3025.486572
	Iteration 39Q: 3 clusters Score -594993.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -595000.500000 Penalty: 3025.486572
	Iteration 40F: 3 clusters Score -595000.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -595006.875000 Penalty: 3025.486572
	Iteration 41Q: 3 clusters Score -595006.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -595014.125000 Penalty: 3025.486572
	Iteration 42Q: 3 clusters Score -595014.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -595025.562500 Penalty: 3025.486572
	Iteration 43Q: 3 clusters Score -595025.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -595033.562500 Penalty: 3025.486572
	Iteration 44Q: 3 clusters Score -595033.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -595041.375000 Penalty: 3025.486572
	Iteration 45Q: 3 clusters Score -595041.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -595050.187500 Penalty: 3025.486572
	Iteration 46Q: 3 clusters Score -595050.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -595062.812500 Penalty: 3025.486572
	Iteration 47Q: 3 clusters Score -595062.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -595070.562500 Penalty: 3025.486572
	Iteration 48Q: 3 clusters Score -595070.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -595079.125000 Penalty: 3025.486572
	Iteration 49Q: 3 clusters Score -595079.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -595085.437500 Penalty: 3025.486572
	Iteration 50Q: 3 clusters Score -595085.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -595095.125000 Penalty: 3025.486572
	Iteration 51Q: 3 clusters Score -595095.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -595099.750000 Penalty: 3025.486572
	Iteration 52Q: 3 clusters Score -595099.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -595106.937500 Penalty: 3025.486572
	Iteration 53Q: 3 clusters Score -595106.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -595111.937500 Penalty: 3025.486572
	Iteration 54Q: 3 clusters Score -595111.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -595118.562500 Penalty: 3025.486572
	Iteration 55Q: 3 clusters Score -595118.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -595121.437500 Penalty: 3025.486572
	Iteration 56Q: 3 clusters Score -595121.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -595126.312500 Penalty: 3025.486572
	Iteration 57Q: 3 clusters Score -595126.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -595131.375000 Penalty: 3025.486572
	Iteration 58Q: 3 clusters Score -595131.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -595132.875000 Penalty: 3025.486572
	Iteration 59Q: 3 clusters Score -595132.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -595138.000000 Penalty: 3025.486572
	Iteration 60F: 3 clusters Score -595138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -595144.187500 Penalty: 3025.486572
	Iteration 61Q: 3 clusters Score -595144.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -595149.312500 Penalty: 3025.486572
	Iteration 62Q: 3 clusters Score -595149.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -595155.062500 Penalty: 3025.486572
	Iteration 63Q: 3 clusters Score -595155.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -595159.937500 Penalty: 3025.486572
	Iteration 64Q: 3 clusters Score -595159.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -595167.625000 Penalty: 3025.486572
	Iteration 65Q: 3 clusters Score -595167.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -595175.937500 Penalty: 3025.486572
	Iteration 66Q: 3 clusters Score -595175.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -595183.812500 Penalty: 3025.486572
	Iteration 67Q: 3 clusters Score -595183.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -595193.000000 Penalty: 3025.486572
	Iteration 68Q: 3 clusters Score -595193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -595202.625000 Penalty: 3025.486572
	Iteration 69Q: 3 clusters Score -595202.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -595208.187500 Penalty: 3025.486572
	Iteration 70Q: 3 clusters Score -595208.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -595215.375000 Penalty: 3025.486572
	Iteration 71Q: 3 clusters Score -595215.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -595221.625000 Penalty: 3025.486572
	Iteration 72Q: 3 clusters Score -595221.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -595229.187500 Penalty: 3025.486572
	Iteration 73Q: 3 clusters Score -595229.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -595240.250000 Penalty: 3025.486572
	Iteration 74Q: 3 clusters Score -595240.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -595251.687500 Penalty: 3025.486572
	Iteration 75Q: 3 clusters Score -595251.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -595260.812500 Penalty: 3025.486572
	Iteration 76Q: 3 clusters Score -595260.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -595272.562500 Penalty: 3025.486572
	Iteration 77Q: 3 clusters Score -595272.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -595286.812500 Penalty: 3025.486572
	Iteration 78Q: 3 clusters Score -595286.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -595301.687500 Penalty: 3025.486572
	Iteration 79Q: 3 clusters Score -595301.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -595312.750000 Penalty: 3025.486572
	Iteration 80F: 3 clusters Score -595312.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -595333.000000 Penalty: 3025.486572
	Iteration 81Q: 3 clusters Score -595333 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -595354.812500 Penalty: 3025.486572
	Iteration 82Q: 3 clusters Score -595354.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -595369.750000 Penalty: 3025.486572
	Iteration 83Q: 3 clusters Score -595369.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -595388.250000 Penalty: 3025.486572
	Iteration 84Q: 3 clusters Score -595388.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -595409.875000 Penalty: 3025.486572
	Iteration 85Q: 3 clusters Score -595409.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -595437.625000 Penalty: 3025.486572
	Iteration 86Q: 3 clusters Score -595437.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -595460.812500 Penalty: 3025.486572
	Iteration 87Q: 3 clusters Score -595460.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -595485.312500 Penalty: 3025.486572
	Iteration 88Q: 3 clusters Score -595485.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -595510.687500 Penalty: 3025.486572
	Iteration 89Q: 3 clusters Score -595510.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -595540.062500 Penalty: 3025.486572
	Iteration 90Q: 3 clusters Score -595540.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -595571.875000 Penalty: 3025.486572
	Iteration 91Q: 3 clusters Score -595571.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -595604.562500 Penalty: 3025.486572
	Iteration 92Q: 3 clusters Score -595604.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -595628.812500 Penalty: 3025.486572
	Iteration 93Q: 3 clusters Score -595628.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -595658.250000 Penalty: 3025.486572
	Iteration 94Q: 3 clusters Score -595658.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -595688.187500 Penalty: 3025.486572
	Iteration 95Q: 3 clusters Score -595688.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -595713.187500 Penalty: 3025.486572
	Iteration 96Q: 3 clusters Score -595713.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -595729.375000 Penalty: 3025.486572
	Iteration 97Q: 3 clusters Score -595729.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -595739.875000 Penalty: 3025.486572
	Iteration 98Q: 3 clusters Score -595739.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -595750.000000 Penalty: 3025.486572
	Iteration 99Q: 3 clusters Score -595750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -595758.750000 Penalty: 3025.486572
	Iteration 100F: 3 clusters Score -595758.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -595767.625000 Penalty: 3025.486572
	Iteration 101Q: 3 clusters Score -595767.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -595776.750000 Penalty: 3025.486572
	Iteration 102Q: 3 clusters Score -595776.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -595783.187500 Penalty: 3025.486572
	Iteration 103Q: 3 clusters Score -595783.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -595787.625000 Penalty: 3025.486572
	Iteration 104Q: 3 clusters Score -595787.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -595794.312500 Penalty: 3025.486572
	Iteration 105Q: 3 clusters Score -595794.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -595795.562500 Penalty: 3025.486572
	Iteration 106Q: 3 clusters Score -595795.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -595799.250000 Penalty: 3025.486572
	Iteration 107Q: 3 clusters Score -595799.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -595805.750000 Penalty: 3025.486572
	Iteration 108Q: 3 clusters Score -595805.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -595807.000000 Penalty: 3025.486572
	Iteration 109Q: 3 clusters Score -595807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -595811.875000 Penalty: 3025.486572
	Iteration 110Q: 3 clusters Score -595811.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -595815.562500 Penalty: 3025.486572
	Iteration 111Q: 3 clusters Score -595815.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -595824.312500 Penalty: 3025.486572
	Iteration 112Q: 3 clusters Score -595824.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -595827.312500 Penalty: 3025.486572
	Iteration 113Q: 3 clusters Score -595827.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -595834.687500 Penalty: 3025.486572
	Iteration 114Q: 3 clusters Score -595834.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -595836.250000 Penalty: 3025.486572
	Iteration 115Q: 3 clusters Score -595836.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -595840.000000 Penalty: 3025.486572
	Iteration 116Q: 3 clusters Score -595840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -595843.625000 Penalty: 3025.486572
	Iteration 117Q: 3 clusters Score -595843.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -595847.937500 Penalty: 3025.486572
	Iteration 118Q: 3 clusters Score -595847.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -595852.500000 Penalty: 3025.486572
	Iteration 119Q: 3 clusters Score -595852.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -595855.187500 Penalty: 3025.486572
	Iteration 120F: 3 clusters Score -595855.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -595858.062500 Penalty: 3025.486572
	Iteration 121Q: 3 clusters Score -595858.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -595860.000000 Penalty: 3025.486572
	Iteration 122Q: 3 clusters Score -595860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -595861.687500 Penalty: 3025.486572
	Iteration 123Q: 3 clusters Score -595861.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -595863.562500 Penalty: 3025.486572
	Iteration 124Q: 3 clusters Score -595863.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -595863.625000 Penalty: 3025.486572
	Iteration 125Q: 3 clusters Score -595863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -595863.625000 Penalty: 3025.486572
	Iteration 126Q: 3 clusters Score -595863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -595864.250000 Penalty: 3025.486572
	Iteration 127Q: 3 clusters Score -595864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -595866.000000 Penalty: 3025.486572
	Iteration 128Q: 3 clusters Score -595866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -595866.812500 Penalty: 3025.486572
	Iteration 129Q: 3 clusters Score -595866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -595867.500000 Penalty: 3025.486572
	Iteration 130Q: 3 clusters Score -595867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -595868.875000 Penalty: 3025.486572
	Iteration 131Q: 3 clusters Score -595868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -595870.812500 Penalty: 3025.486572
	Iteration 132Q: 3 clusters Score -595870.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -595870.312500 Penalty: 3025.486572
	Iteration 133Q: 3 clusters Score -595870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -595870.312500 Penalty: 3025.486572
	Iteration 134Q: 3 clusters Score -595870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -595870.687500 Penalty: 3025.486572
	Iteration 135Q: 3 clusters Score -595870.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -595870.500000 Penalty: 3025.486572
	Iteration 136Q: 3 clusters Score -595870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -595870.625000 Penalty: 3025.486572
	Iteration 137Q: 3 clusters Score -595870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -595871.000000 Penalty: 3025.486572
	Iteration 138Q: 3 clusters Score -595871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -595871.750000 Penalty: 3025.486572
	Iteration 139Q: 3 clusters Score -595871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -595872.500000 Penalty: 3025.486572
	Iteration 140F: 3 clusters Score -595872.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -595871.812500 Penalty: 3025.486572
	Iteration 141Q: 3 clusters Score -595871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -595872.562500 Penalty: 3025.486572
	Iteration 142Q: 3 clusters Score -595872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -595872.562500 Penalty: 3025.486572
	Iteration 143F: 3 clusters Score -595872.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -187686.078125 Penalty: 1363.934326
	Iteration 0F: 2 clusters Score -187686.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -184071.250000 Penalty: 2727.868652
	Iteration 0F: 3 clusters Score -184071.2 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -185341.890625 Penalty: 2727.868652
	Iteration 1F: 3 clusters Score -185341.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -185780.078125 Penalty: 2727.868652
	Iteration 2F: 3 clusters Score -185780.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -186126.625000 Penalty: 2727.868652
	Iteration 3F: 3 clusters Score -186126.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -186377.578125 Penalty: 2727.868652
	Iteration 4F: 3 clusters Score -186377.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -186565.984375 Penalty: 2727.868652
	Iteration 5F: 3 clusters Score -186566 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -186735.968750 Penalty: 2727.868652
	Iteration 6Q: 3 clusters Score -186736 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -186869.656250 Penalty: 2727.868652
	Iteration 7Q: 3 clusters Score -186869.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -186997.031250 Penalty: 2727.868652
	Iteration 8Q: 3 clusters Score -186997 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -187153.703125 Penalty: 2727.868652
	Iteration 9Q: 3 clusters Score -187153.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -187318.593750 Penalty: 2727.868652
	Iteration 10Q: 3 clusters Score -187318.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -187541.015625 Penalty: 2727.868652
	Iteration 11Q: 3 clusters Score -187541 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -187776.906250 Penalty: 2727.868652
	Iteration 12Q: 3 clusters Score -187776.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -187918.171875 Penalty: 2727.868652
	Iteration 13Q: 3 clusters Score -187918.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -188004.406250 Penalty: 2727.868652
	Iteration 14Q: 3 clusters Score -188004.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -188053.531250 Penalty: 2727.868652
	Iteration 15Q: 3 clusters Score -188053.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -188085.828125 Penalty: 2727.868652
	Iteration 16Q: 3 clusters Score -188085.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -188104.234375 Penalty: 2727.868652
	Iteration 17Q: 3 clusters Score -188104.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -188115.125000 Penalty: 2727.868652
	Iteration 18Q: 3 clusters Score -188115.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -188121.546875 Penalty: 2727.868652
	Iteration 19Q: 3 clusters Score -188121.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -188123.250000 Penalty: 2727.868652
	Iteration 20F: 3 clusters Score -188123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -188124.140625 Penalty: 2727.868652
	Iteration 21Q: 3 clusters Score -188124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -188124.625000 Penalty: 2727.868652
	Iteration 22Q: 3 clusters Score -188124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -188124.625000 Penalty: 2727.868652
	Iteration 23F: 3 clusters Score -188124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 11755 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 38467 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 13892 members 
Mstep: Class 11 contains 245537 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 90980 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 22283 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 13226 members 
Mstep: Class 21 contains 9615 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 11640 members 
Mstep: Class 24 contains 4493 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 3342 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 1310 members 
Mstep: Class 30 contains 2673 members 
Entering Unmasked Estep 
Score: -34114180.000000 Penalty: 65047.898438
Splitting cluster 4 changes total score from -34114336.000000 to -34114180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (12932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Entering Unmasked Estep 
Score: -680391.625000 Penalty: 1538.462158
	Iteration 0F: 2 clusters Score -680391.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -671340.562500 Penalty: 3076.924316
	Iteration 0F: 3 clusters Score -671340.6 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -674460.187500 Penalty: 3076.924316
	Iteration 1F: 3 clusters Score -674460.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -674759.500000 Penalty: 3076.924316
	Iteration 2F: 3 clusters Score -674759.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -674984.625000 Penalty: 3076.924316
	Iteration 3Q: 3 clusters Score -674984.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -675160.625000 Penalty: 3076.924316
	Iteration 4Q: 3 clusters Score -675160.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -675326.312500 Penalty: 3076.924316
	Iteration 5Q: 3 clusters Score -675326.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -675497.812500 Penalty: 3076.924316
	Iteration 6Q: 3 clusters Score -675497.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -675696.750000 Penalty: 3076.924316
	Iteration 7Q: 3 clusters Score -675696.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -675931.187500 Penalty: 3076.924316
	Iteration 8Q: 3 clusters Score -675931.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -676191.250000 Penalty: 3076.924316
	Iteration 9Q: 3 clusters Score -676191.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -676502.125000 Penalty: 3076.924316
	Iteration 10Q: 3 clusters Score -676502.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -676862.437500 Penalty: 3076.924316
	Iteration 11Q: 3 clusters Score -676862.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -677238.625000 Penalty: 3076.924316
	Iteration 12Q: 3 clusters Score -677238.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -677610.062500 Penalty: 3076.924316
	Iteration 13Q: 3 clusters Score -677610.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -677950.625000 Penalty: 3076.924316
	Iteration 14Q: 3 clusters Score -677950.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -678213.875000 Penalty: 3076.924316
	Iteration 15Q: 3 clusters Score -678213.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -678387.812500 Penalty: 3076.924316
	Iteration 16Q: 3 clusters Score -678387.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -678508.375000 Penalty: 3076.924316
	Iteration 17Q: 3 clusters Score -678508.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -678601.125000 Penalty: 3076.924316
	Iteration 18Q: 3 clusters Score -678601.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -678697.125000 Penalty: 3076.924316
	Iteration 19Q: 3 clusters Score -678697.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -678766.312500 Penalty: 3076.924316
	Iteration 20F: 3 clusters Score -678766.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -678834.812500 Penalty: 3076.924316
	Iteration 21Q: 3 clusters Score -678834.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -678885.375000 Penalty: 3076.924316
	Iteration 22Q: 3 clusters Score -678885.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -678928.312500 Penalty: 3076.924316
	Iteration 23Q: 3 clusters Score -678928.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -678966.062500 Penalty: 3076.924316
	Iteration 24Q: 3 clusters Score -678966.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -678998.937500 Penalty: 3076.924316
	Iteration 25Q: 3 clusters Score -678998.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -679026.937500 Penalty: 3076.924316
	Iteration 26Q: 3 clusters Score -679026.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -679046.687500 Penalty: 3076.924316
	Iteration 27Q: 3 clusters Score -679046.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -679066.062500 Penalty: 3076.924316
	Iteration 28Q: 3 clusters Score -679066.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -679077.687500 Penalty: 3076.924316
	Iteration 29Q: 3 clusters Score -679077.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -679089.625000 Penalty: 3076.924316
	Iteration 30Q: 3 clusters Score -679089.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -679103.750000 Penalty: 3076.924316
	Iteration 31Q: 3 clusters Score -679103.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -679115.000000 Penalty: 3076.924316
	Iteration 32Q: 3 clusters Score -679115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -679125.625000 Penalty: 3076.924316
	Iteration 33Q: 3 clusters Score -679125.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -679135.000000 Penalty: 3076.924316
	Iteration 34Q: 3 clusters Score -679135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -679147.375000 Penalty: 3076.924316
	Iteration 35Q: 3 clusters Score -679147.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -679156.375000 Penalty: 3076.924316
	Iteration 36Q: 3 clusters Score -679156.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -679163.500000 Penalty: 3076.924316
	Iteration 37Q: 3 clusters Score -679163.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -679169.000000 Penalty: 3076.924316
	Iteration 38Q: 3 clusters Score -679169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -679177.625000 Penalty: 3076.924316
	Iteration 39Q: 3 clusters Score -679177.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -679182.750000 Penalty: 3076.924316
	Iteration 40F: 3 clusters Score -679182.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -679190.187500 Penalty: 3076.924316
	Iteration 41Q: 3 clusters Score -679190.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -679202.875000 Penalty: 3076.924316
	Iteration 42Q: 3 clusters Score -679202.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -679206.625000 Penalty: 3076.924316
	Iteration 43Q: 3 clusters Score -679206.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -679212.125000 Penalty: 3076.924316
	Iteration 44Q: 3 clusters Score -679212.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -679217.125000 Penalty: 3076.924316
	Iteration 45Q: 3 clusters Score -679217.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -679218.000000 Penalty: 3076.924316
	Iteration 46Q: 3 clusters Score -679218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -679219.500000 Penalty: 3076.924316
	Iteration 47Q: 3 clusters Score -679219.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -679221.562500 Penalty: 3076.924316
	Iteration 48Q: 3 clusters Score -679221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -679223.187500 Penalty: 3076.924316
	Iteration 49Q: 3 clusters Score -679223.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -679222.125000 Penalty: 3076.924316
	Iteration 50Q: 3 clusters Score -679222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -679222.312500 Penalty: 3076.924316
	Iteration 51Q: 3 clusters Score -679222.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -679224.750000 Penalty: 3076.924316
	Iteration 52Q: 3 clusters Score -679224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -679224.750000 Penalty: 3076.924316
	Iteration 53F: 3 clusters Score -679224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Entering Unmasked Estep 
Score: -539815.437500 Penalty: 1485.009888
	Iteration 0F: 2 clusters Score -539815.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -533064.437500 Penalty: 2970.019775
	Iteration 0F: 3 clusters Score -533064.4 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -535238.062500 Penalty: 2970.019775
	Iteration 1F: 3 clusters Score -535238.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -535493.187500 Penalty: 2970.019775
	Iteration 2F: 3 clusters Score -535493.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -535695.250000 Penalty: 2970.019775
	Iteration 3F: 3 clusters Score -535695.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -535882.187500 Penalty: 2970.019775
	Iteration 4Q: 3 clusters Score -535882.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -536085.312500 Penalty: 2970.019775
	Iteration 5Q: 3 clusters Score -536085.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -536341.062500 Penalty: 2970.019775
	Iteration 6Q: 3 clusters Score -536341.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -536621.437500 Penalty: 2970.019775
	Iteration 7F: 3 clusters Score -536621.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -536934.125000 Penalty: 2970.019775
	Iteration 8F: 3 clusters Score -536934.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -537280.937500 Penalty: 2970.019775
	Iteration 9F: 3 clusters Score -537280.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -537626.812500 Penalty: 2970.019775
	Iteration 10F: 3 clusters Score -537626.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -537955.000000 Penalty: 2970.019775
	Iteration 11Q: 3 clusters Score -537955 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -538215.687500 Penalty: 2970.019775
	Iteration 12Q: 3 clusters Score -538215.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -538415.562500 Penalty: 2970.019775
	Iteration 13Q: 3 clusters Score -538415.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -538557.312500 Penalty: 2970.019775
	Iteration 14Q: 3 clusters Score -538557.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -538659.312500 Penalty: 2970.019775
	Iteration 15Q: 3 clusters Score -538659.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -538746.375000 Penalty: 2970.019775
	Iteration 16Q: 3 clusters Score -538746.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -538793.375000 Penalty: 2970.019775
	Iteration 17Q: 3 clusters Score -538793.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -538827.625000 Penalty: 2970.019775
	Iteration 18Q: 3 clusters Score -538827.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -538858.375000 Penalty: 2970.019775
	Iteration 19Q: 3 clusters Score -538858.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -538876.375000 Penalty: 2970.019775
	Iteration 20F: 3 clusters Score -538876.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -538887.500000 Penalty: 2970.019775
	Iteration 21Q: 3 clusters Score -538887.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -538896.062500 Penalty: 2970.019775
	Iteration 22Q: 3 clusters Score -538896.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -538904.250000 Penalty: 2970.019775
	Iteration 23Q: 3 clusters Score -538904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -538907.187500 Penalty: 2970.019775
	Iteration 24Q: 3 clusters Score -538907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -538911.187500 Penalty: 2970.019775
	Iteration 25Q: 3 clusters Score -538911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -538914.250000 Penalty: 2970.019775
	Iteration 26Q: 3 clusters Score -538914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -538914.375000 Penalty: 2970.019775
	Iteration 27Q: 3 clusters Score -538914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -538914.437500 Penalty: 2970.019775
	Iteration 28Q: 3 clusters Score -538914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -538916.062500 Penalty: 2970.019775
	Iteration 29Q: 3 clusters Score -538916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -538916.687500 Penalty: 2970.019775
	Iteration 30Q: 3 clusters Score -538916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -538916.687500 Penalty: 2970.019775
	Iteration 31Q: 3 clusters Score -538916.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -538919.812500 Penalty: 2970.019775
	Iteration 32Q: 3 clusters Score -538919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -538920.750000 Penalty: 2970.019775
	Iteration 33Q: 3 clusters Score -538920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -538921.000000 Penalty: 2970.019775
	Iteration 34Q: 3 clusters Score -538921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -538923.250000 Penalty: 2970.019775
	Iteration 35Q: 3 clusters Score -538923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -538924.437500 Penalty: 2970.019775
	Iteration 36Q: 3 clusters Score -538924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -538924.750000 Penalty: 2970.019775
	Iteration 37Q: 3 clusters Score -538924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -538925.562500 Penalty: 2970.019775
	Iteration 38Q: 3 clusters Score -538925.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -538925.562500 Penalty: 2970.019775
	Iteration 39F: 3 clusters Score -538925.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -217210.546875 Penalty: 1337.512085
	Iteration 0F: 2 clusters Score -217210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -214022.937500 Penalty: 2675.024170
	Iteration 0F: 3 clusters Score -214022.9 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -214816.843750 Penalty: 2675.024170
	Iteration 1F: 3 clusters Score -214816.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -214949.609375 Penalty: 2675.024170
	Iteration 2F: 3 clusters Score -214949.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -215066.062500 Penalty: 2675.024170
	Iteration 3F: 3 clusters Score -215066.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -215151.703125 Penalty: 2675.024170
	Iteration 4Q: 3 clusters Score -215151.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -215219.812500 Penalty: 2675.024170
	Iteration 5Q: 3 clusters Score -215219.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -215282.953125 Penalty: 2675.024170
	Iteration 6Q: 3 clusters Score -215283 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -215331.406250 Penalty: 2675.024170
	Iteration 7Q: 3 clusters Score -215331.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -215368.671875 Penalty: 2675.024170
	Iteration 8Q: 3 clusters Score -215368.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -215399.656250 Penalty: 2675.024170
	Iteration 9Q: 3 clusters Score -215399.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -215427.890625 Penalty: 2675.024170
	Iteration 10Q: 3 clusters Score -215427.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -215453.546875 Penalty: 2675.024170
	Iteration 11Q: 3 clusters Score -215453.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -215475.968750 Penalty: 2675.024170
	Iteration 12Q: 3 clusters Score -215476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -215493.578125 Penalty: 2675.024170
	Iteration 13Q: 3 clusters Score -215493.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -215509.312500 Penalty: 2675.024170
	Iteration 14Q: 3 clusters Score -215509.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -215526.640625 Penalty: 2675.024170
	Iteration 15Q: 3 clusters Score -215526.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -215545.703125 Penalty: 2675.024170
	Iteration 16Q: 3 clusters Score -215545.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -215564.890625 Penalty: 2675.024170
	Iteration 17Q: 3 clusters Score -215564.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -215581.062500 Penalty: 2675.024170
	Iteration 18Q: 3 clusters Score -215581.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -215597.406250 Penalty: 2675.024170
	Iteration 19Q: 3 clusters Score -215597.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -215616.734375 Penalty: 2675.024170
	Iteration 20F: 3 clusters Score -215616.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -215635.812500 Penalty: 2675.024170
	Iteration 21Q: 3 clusters Score -215635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -215649.968750 Penalty: 2675.024170
	Iteration 22Q: 3 clusters Score -215650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -215662.328125 Penalty: 2675.024170
	Iteration 23Q: 3 clusters Score -215662.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -215673.000000 Penalty: 2675.024170
	Iteration 24Q: 3 clusters Score -215673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -215684.750000 Penalty: 2675.024170
	Iteration 25Q: 3 clusters Score -215684.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -215693.203125 Penalty: 2675.024170
	Iteration 26Q: 3 clusters Score -215693.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -215705.406250 Penalty: 2675.024170
	Iteration 27Q: 3 clusters Score -215705.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -215717.125000 Penalty: 2675.024170
	Iteration 28Q: 3 clusters Score -215717.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -215732.328125 Penalty: 2675.024170
	Iteration 29Q: 3 clusters Score -215732.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -215743.437500 Penalty: 2675.024170
	Iteration 30Q: 3 clusters Score -215743.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -215753.890625 Penalty: 2675.024170
	Iteration 31Q: 3 clusters Score -215753.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -215762.968750 Penalty: 2675.024170
	Iteration 32Q: 3 clusters Score -215763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -215775.953125 Penalty: 2675.024170
	Iteration 33Q: 3 clusters Score -215776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -215791.187500 Penalty: 2675.024170
	Iteration 34Q: 3 clusters Score -215791.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -215801.812500 Penalty: 2675.024170
	Iteration 35Q: 3 clusters Score -215801.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -215807.265625 Penalty: 2675.024170
	Iteration 36Q: 3 clusters Score -215807.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -215815.484375 Penalty: 2675.024170
	Iteration 37Q: 3 clusters Score -215815.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -215823.953125 Penalty: 2675.024170
	Iteration 38Q: 3 clusters Score -215824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -215836.578125 Penalty: 2675.024170
	Iteration 39Q: 3 clusters Score -215836.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -215846.656250 Penalty: 2675.024170
	Iteration 40F: 3 clusters Score -215846.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -215852.703125 Penalty: 2675.024170
	Iteration 41Q: 3 clusters Score -215852.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -215856.578125 Penalty: 2675.024170
	Iteration 42Q: 3 clusters Score -215856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -215860.171875 Penalty: 2675.024170
	Iteration 43Q: 3 clusters Score -215860.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -215862.203125 Penalty: 2675.024170
	Iteration 44Q: 3 clusters Score -215862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -215863.718750 Penalty: 2675.024170
	Iteration 45Q: 3 clusters Score -215863.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -215865.921875 Penalty: 2675.024170
	Iteration 46Q: 3 clusters Score -215865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -215867.750000 Penalty: 2675.024170
	Iteration 47Q: 3 clusters Score -215867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -215870.359375 Penalty: 2675.024170
	Iteration 48Q: 3 clusters Score -215870.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -215872.281250 Penalty: 2675.024170
	Iteration 49Q: 3 clusters Score -215872.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -215874.421875 Penalty: 2675.024170
	Iteration 50Q: 3 clusters Score -215874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -215877.296875 Penalty: 2675.024170
	Iteration 51Q: 3 clusters Score -215877.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -215880.359375 Penalty: 2675.024170
	Iteration 52Q: 3 clusters Score -215880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -215882.843750 Penalty: 2675.024170
	Iteration 53Q: 3 clusters Score -215882.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -215886.765625 Penalty: 2675.024170
	Iteration 54Q: 3 clusters Score -215886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -215888.859375 Penalty: 2675.024170
	Iteration 55Q: 3 clusters Score -215888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -215890.265625 Penalty: 2675.024170
	Iteration 56Q: 3 clusters Score -215890.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -215891.859375 Penalty: 2675.024170
	Iteration 57Q: 3 clusters Score -215891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -215892.906250 Penalty: 2675.024170
	Iteration 58Q: 3 clusters Score -215892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -215894.078125 Penalty: 2675.024170
	Iteration 59Q: 3 clusters Score -215894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -215894.609375 Penalty: 2675.024170
	Iteration 60F: 3 clusters Score -215894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -215895.000000 Penalty: 2675.024170
	Iteration 61Q: 3 clusters Score -215895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -215896.218750 Penalty: 2675.024170
	Iteration 62Q: 3 clusters Score -215896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -215897.046875 Penalty: 2675.024170
	Iteration 63Q: 3 clusters Score -215897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -215897.875000 Penalty: 2675.024170
	Iteration 64Q: 3 clusters Score -215897.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -215897.843750 Penalty: 2675.024170
	Iteration 65Q: 3 clusters Score -215897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -215898.312500 Penalty: 2675.024170
	Iteration 66Q: 3 clusters Score -215898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -215898.875000 Penalty: 2675.024170
	Iteration 67Q: 3 clusters Score -215898.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -215898.953125 Penalty: 2675.024170
	Iteration 68Q: 3 clusters Score -215899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -215899.500000 Penalty: 2675.024170
	Iteration 69Q: 3 clusters Score -215899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -215900.187500 Penalty: 2675.024170
	Iteration 70Q: 3 clusters Score -215900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -215900.625000 Penalty: 2675.024170
	Iteration 71Q: 3 clusters Score -215900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -215900.625000 Penalty: 2675.024170
	Iteration 72F: 3 clusters Score -215900.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Entering Unmasked Estep 
Score: -2245066.000000 Penalty: 1715.602905
	Iteration 0F: 2 clusters Score -2245066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2219284.250000 Penalty: 3431.205811
	Iteration 0F: 3 clusters Score -2219284 nChanged 17923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2229441.000000 Penalty: 3431.205811
	Iteration 1F: 3 clusters Score -2229441 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2230302.500000 Penalty: 3431.205811
	Iteration 2F: 3 clusters Score -2230302 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -2231537.000000 Penalty: 3431.205811
	Iteration 3F: 3 clusters Score -2231537 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2233388.500000 Penalty: 3431.205811
	Iteration 4F: 3 clusters Score -2233388 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -2235926.750000 Penalty: 3431.205811
	Iteration 5F: 3 clusters Score -2235927 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -2238661.000000 Penalty: 3431.205811
	Iteration 6F: 3 clusters Score -2238661 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -2240775.500000 Penalty: 3431.205811
	Iteration 7F: 3 clusters Score -2240776 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -2242142.000000 Penalty: 3431.205811
	Iteration 8Q: 3 clusters Score -2242142 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -2242873.250000 Penalty: 3431.205811
	Iteration 9Q: 3 clusters Score -2242873 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -2243239.500000 Penalty: 3431.205811
	Iteration 10Q: 3 clusters Score -2243240 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -2243404.000000 Penalty: 3431.205811
	Iteration 11Q: 3 clusters Score -2243404 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -2243493.250000 Penalty: 3431.205811
	Iteration 12Q: 3 clusters Score -2243493 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -2243542.750000 Penalty: 3431.205811
	Iteration 13Q: 3 clusters Score -2243543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -2243573.000000 Penalty: 3431.205811
	Iteration 14Q: 3 clusters Score -2243573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -2243600.250000 Penalty: 3431.205811
	Iteration 15Q: 3 clusters Score -2243600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -2243619.250000 Penalty: 3431.205811
	Iteration 16Q: 3 clusters Score -2243619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -2243632.500000 Penalty: 3431.205811
	Iteration 17Q: 3 clusters Score -2243632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -2243643.250000 Penalty: 3431.205811
	Iteration 18Q: 3 clusters Score -2243643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -2243653.250000 Penalty: 3431.205811
	Iteration 19Q: 3 clusters Score -2243653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -2243655.500000 Penalty: 3431.205811
	Iteration 20F: 3 clusters Score -2243656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -2243661.500000 Penalty: 3431.205811
	Iteration 21Q: 3 clusters Score -2243662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -2243662.000000 Penalty: 3431.205811
	Iteration 22Q: 3 clusters Score -2243662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -2243668.500000 Penalty: 3431.205811
	Iteration 23Q: 3 clusters Score -2243668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -2243668.500000 Penalty: 3431.205811
	Iteration 24Q: 3 clusters Score -2243668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -2243671.500000 Penalty: 3431.205811
	Iteration 25Q: 3 clusters Score -2243672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -2243673.750000 Penalty: 3431.205811
	Iteration 26Q: 3 clusters Score -2243674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -2243676.000000 Penalty: 3431.205811
	Iteration 27Q: 3 clusters Score -2243676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -2243678.750000 Penalty: 3431.205811
	Iteration 28Q: 3 clusters Score -2243679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -2243680.000000 Penalty: 3431.205811
	Iteration 29Q: 3 clusters Score -2243680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -2243682.250000 Penalty: 3431.205811
	Iteration 30Q: 3 clusters Score -2243682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -2243682.750000 Penalty: 3431.205811
	Iteration 31Q: 3 clusters Score -2243683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -2243682.500000 Penalty: 3431.205811
	Iteration 32Q: 3 clusters Score -2243682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -2243682.500000 Penalty: 3431.205811
	Iteration 33F: 3 clusters Score -2243682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Entering Unmasked Estep 
Score: -415880.031250 Penalty: 1454.145142
	Iteration 0F: 2 clusters Score -415880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -410250.093750 Penalty: 2908.290283
	Iteration 0F: 3 clusters Score -410250.1 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -412000.312500 Penalty: 2908.290283
	Iteration 1F: 3 clusters Score -412000.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -412269.437500 Penalty: 2908.290283
	Iteration 2F: 3 clusters Score -412269.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -412517.250000 Penalty: 2908.290283
	Iteration 3F: 3 clusters Score -412517.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -412756.656250 Penalty: 2908.290283
	Iteration 4F: 3 clusters Score -412756.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -413016.468750 Penalty: 2908.290283
	Iteration 5F: 3 clusters Score -413016.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -413279.812500 Penalty: 2908.290283
	Iteration 6F: 3 clusters Score -413279.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -413626.125000 Penalty: 2908.290283
	Iteration 7F: 3 clusters Score -413626.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -414016.718750 Penalty: 2908.290283
	Iteration 8F: 3 clusters Score -414016.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -414358.593750 Penalty: 2908.290283
	Iteration 9F: 3 clusters Score -414358.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -414596.812500 Penalty: 2908.290283
	Iteration 10Q: 3 clusters Score -414596.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -414792.281250 Penalty: 2908.290283
	Iteration 11Q: 3 clusters Score -414792.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -414925.687500 Penalty: 2908.290283
	Iteration 12Q: 3 clusters Score -414925.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -415022.593750 Penalty: 2908.290283
	Iteration 13Q: 3 clusters Score -415022.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -415116.125000 Penalty: 2908.290283
	Iteration 14Q: 3 clusters Score -415116.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -415179.812500 Penalty: 2908.290283
	Iteration 15Q: 3 clusters Score -415179.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -415225.218750 Penalty: 2908.290283
	Iteration 16Q: 3 clusters Score -415225.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -415253.875000 Penalty: 2908.290283
	Iteration 17Q: 3 clusters Score -415253.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -415278.031250 Penalty: 2908.290283
	Iteration 18Q: 3 clusters Score -415278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -415291.343750 Penalty: 2908.290283
	Iteration 19Q: 3 clusters Score -415291.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -415298.250000 Penalty: 2908.290283
	Iteration 20F: 3 clusters Score -415298.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -415304.500000 Penalty: 2908.290283
	Iteration 21Q: 3 clusters Score -415304.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -415306.406250 Penalty: 2908.290283
	Iteration 22Q: 3 clusters Score -415306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -415307.187500 Penalty: 2908.290283
	Iteration 23Q: 3 clusters Score -415307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -415307.187500 Penalty: 2908.290283
	Iteration 24F: 3 clusters Score -415307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Entering Unmasked Estep 
Score: -737498.375000 Penalty: 1550.098633
	Iteration 0F: 2 clusters Score -737498.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -727924.062500 Penalty: 3100.197266
	Iteration 0F: 3 clusters Score -727924.1 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -731240.187500 Penalty: 3100.197266
	Iteration 1F: 3 clusters Score -731240.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -731568.937500 Penalty: 3100.197266
	Iteration 2F: 3 clusters Score -731568.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -731849.000000 Penalty: 3100.197266
	Iteration 3Q: 3 clusters Score -731849 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -732161.312500 Penalty: 3100.197266
	Iteration 4Q: 3 clusters Score -732161.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -732613.562500 Penalty: 3100.197266
	Iteration 5F: 3 clusters Score -732613.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -733177.750000 Penalty: 3100.197266
	Iteration 6F: 3 clusters Score -733177.8 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -733833.687500 Penalty: 3100.197266
	Iteration 7F: 3 clusters Score -733833.7 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -734465.562500 Penalty: 3100.197266
	Iteration 8F: 3 clusters Score -734465.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -735088.812500 Penalty: 3100.197266
	Iteration 9Q: 3 clusters Score -735088.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -735616.687500 Penalty: 3100.197266
	Iteration 10Q: 3 clusters Score -735616.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -736020.437500 Penalty: 3100.197266
	Iteration 11Q: 3 clusters Score -736020.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -736256.875000 Penalty: 3100.197266
	Iteration 12Q: 3 clusters Score -736256.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -736404.750000 Penalty: 3100.197266
	Iteration 13Q: 3 clusters Score -736404.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -736480.125000 Penalty: 3100.197266
	Iteration 14Q: 3 clusters Score -736480.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -736522.000000 Penalty: 3100.197266
	Iteration 15Q: 3 clusters Score -736522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -736547.437500 Penalty: 3100.197266
	Iteration 16Q: 3 clusters Score -736547.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -736571.125000 Penalty: 3100.197266
	Iteration 17Q: 3 clusters Score -736571.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -736586.625000 Penalty: 3100.197266
	Iteration 18Q: 3 clusters Score -736586.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -736599.562500 Penalty: 3100.197266
	Iteration 19Q: 3 clusters Score -736599.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -736609.812500 Penalty: 3100.197266
	Iteration 20F: 3 clusters Score -736609.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -736619.625000 Penalty: 3100.197266
	Iteration 21Q: 3 clusters Score -736619.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -736626.375000 Penalty: 3100.197266
	Iteration 22Q: 3 clusters Score -736626.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -736631.000000 Penalty: 3100.197266
	Iteration 23Q: 3 clusters Score -736631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -736633.437500 Penalty: 3100.197266
	Iteration 24Q: 3 clusters Score -736633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -736636.625000 Penalty: 3100.197266
	Iteration 25Q: 3 clusters Score -736636.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -736635.687500 Penalty: 3100.197266
	Iteration 26Q: 3 clusters Score -736635.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -736637.562500 Penalty: 3100.197266
	Iteration 27Q: 3 clusters Score -736637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -736640.125000 Penalty: 3100.197266
	Iteration 28Q: 3 clusters Score -736640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -736644.250000 Penalty: 3100.197266
	Iteration 29Q: 3 clusters Score -736644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -736647.000000 Penalty: 3100.197266
	Iteration 30Q: 3 clusters Score -736647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -736649.937500 Penalty: 3100.197266
	Iteration 31Q: 3 clusters Score -736649.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -736652.875000 Penalty: 3100.197266
	Iteration 32Q: 3 clusters Score -736652.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -736655.500000 Penalty: 3100.197266
	Iteration 33Q: 3 clusters Score -736655.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -736663.000000 Penalty: 3100.197266
	Iteration 34Q: 3 clusters Score -736663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -736667.312500 Penalty: 3100.197266
	Iteration 35Q: 3 clusters Score -736667.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -736668.375000 Penalty: 3100.197266
	Iteration 36Q: 3 clusters Score -736668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -736666.750000 Penalty: 3100.197266
	Iteration 37Q: 3 clusters Score -736666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -736668.062500 Penalty: 3100.197266
	Iteration 38Q: 3 clusters Score -736668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -736667.187500 Penalty: 3100.197266
	Iteration 39Q: 3 clusters Score -736667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -736668.187500 Penalty: 3100.197266
	Iteration 40F: 3 clusters Score -736668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -736669.000000 Penalty: 3100.197266
	Iteration 41Q: 3 clusters Score -736669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -736669.000000 Penalty: 3100.197266
	Iteration 42F: 3 clusters Score -736669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (245537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245537 members 
Entering Unmasked Estep 
Score: -14340681.000000 Penalty: 2016.820557
	Iteration 0F: 2 clusters Score -1.434068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122838 members 
Mstep: Class 2 contains 122699 members 
Entering Unmasked Estep 
Score: -14175172.000000 Penalty: 4033.641113
	Iteration 0F: 3 clusters Score -1.417517e+07 nChanged 119412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124508 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -14247307.000000 Penalty: 4033.641113
	Iteration 1F: 3 clusters Score -1.424731e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124941 members 
Mstep: Class 2 contains 120596 members 
Entering Unmasked Estep 
Score: -14248667.000000 Penalty: 4033.641113
	Iteration 2Q: 3 clusters Score -1.424867e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125566 members 
Mstep: Class 2 contains 119971 members 
Entering Unmasked Estep 
Score: -14250631.000000 Penalty: 4033.641113
	Iteration 3Q: 3 clusters Score -1.425063e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 119055 members 
Entering Unmasked Estep 
Score: -14252983.000000 Penalty: 4033.641113
	Iteration 4Q: 3 clusters Score -1.425298e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127755 members 
Mstep: Class 2 contains 117782 members 
Entering Unmasked Estep 
Score: -14256615.000000 Penalty: 4033.641113
	Iteration 5Q: 3 clusters Score -1.425662e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 116328 members 
Entering Unmasked Estep 
Score: -14261606.000000 Penalty: 4033.641113
	Iteration 6Q: 3 clusters Score -1.426161e+07 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130945 members 
Mstep: Class 2 contains 114592 members 
Entering Unmasked Estep 
Score: -14268055.000000 Penalty: 4033.641113
	Iteration 7F: 3 clusters Score -1.426806e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 112898 members 
Entering Unmasked Estep 
Score: -14275389.000000 Penalty: 4033.641113
	Iteration 8F: 3 clusters Score -1.427539e+07 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134200 members 
Mstep: Class 2 contains 111337 members 
Entering Unmasked Estep 
Score: -14282818.000000 Penalty: 4033.641113
	Iteration 9F: 3 clusters Score -1.428282e+07 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135576 members 
Mstep: Class 2 contains 109961 members 
Entering Unmasked Estep 
Score: -14289388.000000 Penalty: 4033.641113
	Iteration 10F: 3 clusters Score -1.428939e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136491 members 
Mstep: Class 2 contains 109046 members 
Entering Unmasked Estep 
Score: -14294695.000000 Penalty: 4033.641113
	Iteration 11Q: 3 clusters Score -1.42947e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136972 members 
Mstep: Class 2 contains 108565 members 
Entering Unmasked Estep 
Score: -14298895.000000 Penalty: 4033.641113
	Iteration 12Q: 3 clusters Score -1.42989e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136957 members 
Mstep: Class 2 contains 108580 members 
Entering Unmasked Estep 
Score: -14302376.000000 Penalty: 4033.641113
	Iteration 13Q: 3 clusters Score -1.430238e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136479 members 
Mstep: Class 2 contains 109058 members 
Entering Unmasked Estep 
Score: -14305359.000000 Penalty: 4033.641113
	Iteration 14Q: 3 clusters Score -1.430536e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135586 members 
Mstep: Class 2 contains 109951 members 
Entering Unmasked Estep 
Score: -14308931.000000 Penalty: 4033.641113
	Iteration 15Q: 3 clusters Score -1.430893e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134392 members 
Mstep: Class 2 contains 111145 members 
Entering Unmasked Estep 
Score: -14313974.000000 Penalty: 4033.641113
	Iteration 16Q: 3 clusters Score -1.431397e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133062 members 
Mstep: Class 2 contains 112475 members 
Entering Unmasked Estep 
Score: -14320753.000000 Penalty: 4033.641113
	Iteration 17Q: 3 clusters Score -1.432075e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131927 members 
Mstep: Class 2 contains 113610 members 
Entering Unmasked Estep 
Score: -14328780.000000 Penalty: 4033.641113
	Iteration 18Q: 3 clusters Score -1.432878e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131334 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -14337465.000000 Penalty: 4033.641113
	Iteration 19Q: 3 clusters Score -1.433746e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131512 members 
Mstep: Class 2 contains 114025 members 
Entering Unmasked Estep 
Score: -14345313.000000 Penalty: 4033.641113
	Iteration 20F: 3 clusters Score -1.434531e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132369 members 
Mstep: Class 2 contains 113168 members 
Entering Unmasked Estep 
Score: -14350390.000000 Penalty: 4033.641113
	Iteration 21Q: 3 clusters Score -1.435039e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133416 members 
Mstep: Class 2 contains 112121 members 
Entering Unmasked Estep 
Score: -14352992.000000 Penalty: 4033.641113
	Iteration 22Q: 3 clusters Score -1.435299e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134371 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -14354171.000000 Penalty: 4033.641113
	Iteration 23Q: 3 clusters Score -1.435417e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135163 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -14354595.000000 Penalty: 4033.641113
	Iteration 24Q: 3 clusters Score -1.43546e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135699 members 
Mstep: Class 2 contains 109838 members 
Entering Unmasked Estep 
Score: -14354718.000000 Penalty: 4033.641113
	Iteration 25Q: 3 clusters Score -1.435472e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136075 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -14354832.000000 Penalty: 4033.641113
	Iteration 26Q: 3 clusters Score -1.435483e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136372 members 
Mstep: Class 2 contains 109165 members 
Entering Unmasked Estep 
Score: -14354914.000000 Penalty: 4033.641113
	Iteration 27Q: 3 clusters Score -1.435491e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136578 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -14354941.000000 Penalty: 4033.641113
	Iteration 28Q: 3 clusters Score -1.435494e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136747 members 
Mstep: Class 2 contains 108790 members 
Entering Unmasked Estep 
Score: -14354953.000000 Penalty: 4033.641113
	Iteration 29Q: 3 clusters Score -1.435495e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136873 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -14354971.000000 Penalty: 4033.641113
	Iteration 30Q: 3 clusters Score -1.435497e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136954 members 
Mstep: Class 2 contains 108583 members 
Entering Unmasked Estep 
Score: -14354992.000000 Penalty: 4033.641113
	Iteration 31Q: 3 clusters Score -1.435499e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137024 members 
Mstep: Class 2 contains 108513 members 
Entering Unmasked Estep 
Score: -14354966.000000 Penalty: 4033.641113
	Iteration 32Q: 3 clusters Score -1.435497e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137081 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -14354957.000000 Penalty: 4033.641113
	Iteration 33Q: 3 clusters Score -1.435496e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137117 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -14354951.000000 Penalty: 4033.641113
	Iteration 34Q: 3 clusters Score -1.435495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 108393 members 
Entering Unmasked Estep 
Score: -14354965.000000 Penalty: 4033.641113
	Iteration 35Q: 3 clusters Score -1.435496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137164 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -14354960.000000 Penalty: 4033.641113
	Iteration 36Q: 3 clusters Score -1.435496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137186 members 
Mstep: Class 2 contains 108351 members 
Entering Unmasked Estep 
Score: -14354945.000000 Penalty: 4033.641113
	Iteration 37Q: 3 clusters Score -1.435494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137201 members 
Mstep: Class 2 contains 108336 members 
Entering Unmasked Estep 
Score: -14354932.000000 Penalty: 4033.641113
	Iteration 38Q: 3 clusters Score -1.435493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137217 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -14354935.000000 Penalty: 4033.641113
	Iteration 39Q: 3 clusters Score -1.435494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137225 members 
Mstep: Class 2 contains 108312 members 
Entering Unmasked Estep 
Score: -14354939.000000 Penalty: 4033.641113
	Iteration 40F: 3 clusters Score -1.435494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137233 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
Score: -14354939.000000 Penalty: 4033.641113
	Iteration 41Q: 3 clusters Score -1.435494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137240 members 
Mstep: Class 2 contains 108297 members 
Entering Unmasked Estep 
Score: -14354934.000000 Penalty: 4033.641113
	Iteration 42Q: 3 clusters Score -1.435493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137245 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -14354932.000000 Penalty: 4033.641113
	Iteration 43Q: 3 clusters Score -1.435493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137251 members 
Mstep: Class 2 contains 108286 members 
Entering Unmasked Estep 
Score: -14354935.000000 Penalty: 4033.641113
	Iteration 44Q: 3 clusters Score -1.435494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137257 members 
Mstep: Class 2 contains 108280 members 
Entering Unmasked Estep 
Score: -14354930.000000 Penalty: 4033.641113
	Iteration 45Q: 3 clusters Score -1.435493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137265 members 
Mstep: Class 2 contains 108272 members 
Entering Unmasked Estep 
Score: -14354931.000000 Penalty: 4033.641113
	Iteration 46Q: 3 clusters Score -1.435493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137274 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -14354930.000000 Penalty: 4033.641113
	Iteration 47Q: 3 clusters Score -1.435493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137285 members 
Mstep: Class 2 contains 108252 members 
Entering Unmasked Estep 
Score: -14354912.000000 Penalty: 4033.641113
	Iteration 48Q: 3 clusters Score -1.435491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137294 members 
Mstep: Class 2 contains 108243 members 
Entering Unmasked Estep 
Score: -14354916.000000 Penalty: 4033.641113
	Iteration 49Q: 3 clusters Score -1.435492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137301 members 
Mstep: Class 2 contains 108236 members 
Entering Unmasked Estep 
Score: -14354924.000000 Penalty: 4033.641113
	Iteration 50Q: 3 clusters Score -1.435492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137305 members 
Mstep: Class 2 contains 108232 members 
Entering Unmasked Estep 
Score: -14354923.000000 Penalty: 4033.641113
	Iteration 51Q: 3 clusters Score -1.435492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137309 members 
Mstep: Class 2 contains 108228 members 
Entering Unmasked Estep 
Score: -14354922.000000 Penalty: 4033.641113
	Iteration 52Q: 3 clusters Score -1.435492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137309 members 
Mstep: Class 2 contains 108228 members 
Entering Unmasked Estep 
Score: -14354922.000000 Penalty: 4033.641113
	Iteration 53F: 3 clusters Score -1.435492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 11755 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 38467 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 13892 members 
Mstep: Class 11 contains 137309 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 90980 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 22283 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 13226 members 
Mstep: Class 21 contains 9615 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 11640 members 
Mstep: Class 24 contains 4493 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 3342 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 1310 members 
Mstep: Class 30 contains 108228 members 
Entering Unmasked Estep 
Score: -34128520.000000 Penalty: 65047.898438
Splitting cluster 11 changes total score from -34114336.000000 to -34128520.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -369615.406250 Penalty: 1428.146362
	Iteration 0F: 2 clusters Score -369615.4 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 3287 members 
Entering Unmasked Estep 
Score: -364606.781250 Penalty: 2856.292725
	Iteration 0F: 3 clusters Score -364606.8 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -366078.625000 Penalty: 2856.292725
	Iteration 1F: 3 clusters Score -366078.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -366305.437500 Penalty: 2856.292725
	Iteration 2F: 3 clusters Score -366305.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -366483.843750 Penalty: 2856.292725
	Iteration 3F: 3 clusters Score -366483.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -366653.875000 Penalty: 2856.292725
	Iteration 4Q: 3 clusters Score -366653.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -366786.593750 Penalty: 2856.292725
	Iteration 5Q: 3 clusters Score -366786.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -366924.500000 Penalty: 2856.292725
	Iteration 6Q: 3 clusters Score -366924.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -367053.000000 Penalty: 2856.292725
	Iteration 7Q: 3 clusters Score -367053 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -367171.343750 Penalty: 2856.292725
	Iteration 8Q: 3 clusters Score -367171.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -367316.593750 Penalty: 2856.292725
	Iteration 9Q: 3 clusters Score -367316.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -367499.906250 Penalty: 2856.292725
	Iteration 10Q: 3 clusters Score -367499.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -367738.812500 Penalty: 2856.292725
	Iteration 11Q: 3 clusters Score -367738.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -367974.593750 Penalty: 2856.292725
	Iteration 12Q: 3 clusters Score -367974.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -368184.093750 Penalty: 2856.292725
	Iteration 13Q: 3 clusters Score -368184.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -368364.875000 Penalty: 2856.292725
	Iteration 14Q: 3 clusters Score -368364.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -368495.437500 Penalty: 2856.292725
	Iteration 15Q: 3 clusters Score -368495.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -368602.937500 Penalty: 2856.292725
	Iteration 16Q: 3 clusters Score -368602.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -368715.562500 Penalty: 2856.292725
	Iteration 17Q: 3 clusters Score -368715.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -368805.156250 Penalty: 2856.292725
	Iteration 18Q: 3 clusters Score -368805.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -368868.031250 Penalty: 2856.292725
	Iteration 19Q: 3 clusters Score -368868 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -368933.843750 Penalty: 2856.292725
	Iteration 20F: 3 clusters Score -368933.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -368999.218750 Penalty: 2856.292725
	Iteration 21Q: 3 clusters Score -368999.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -369046.750000 Penalty: 2856.292725
	Iteration 22Q: 3 clusters Score -369046.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -369087.593750 Penalty: 2856.292725
	Iteration 23Q: 3 clusters Score -369087.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -369138.812500 Penalty: 2856.292725
	Iteration 24Q: 3 clusters Score -369138.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -369201.468750 Penalty: 2856.292725
	Iteration 25Q: 3 clusters Score -369201.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -369259.062500 Penalty: 2856.292725
	Iteration 26Q: 3 clusters Score -369259.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -369307.312500 Penalty: 2856.292725
	Iteration 27Q: 3 clusters Score -369307.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -369350.875000 Penalty: 2856.292725
	Iteration 28Q: 3 clusters Score -369350.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -369378.125000 Penalty: 2856.292725
	Iteration 29Q: 3 clusters Score -369378.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -369390.718750 Penalty: 2856.292725
	Iteration 30Q: 3 clusters Score -369390.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -369400.281250 Penalty: 2856.292725
	Iteration 31Q: 3 clusters Score -369400.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -369406.843750 Penalty: 2856.292725
	Iteration 32Q: 3 clusters Score -369406.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -369414.437500 Penalty: 2856.292725
	Iteration 33Q: 3 clusters Score -369414.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -369419.000000 Penalty: 2856.292725
	Iteration 34Q: 3 clusters Score -369419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -369423.781250 Penalty: 2856.292725
	Iteration 35Q: 3 clusters Score -369423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -369429.343750 Penalty: 2856.292725
	Iteration 36Q: 3 clusters Score -369429.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -369435.156250 Penalty: 2856.292725
	Iteration 37Q: 3 clusters Score -369435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -369439.000000 Penalty: 2856.292725
	Iteration 38Q: 3 clusters Score -369439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -369442.687500 Penalty: 2856.292725
	Iteration 39Q: 3 clusters Score -369442.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -369444.562500 Penalty: 2856.292725
	Iteration 40F: 3 clusters Score -369444.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -369447.562500 Penalty: 2856.292725
	Iteration 41Q: 3 clusters Score -369447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -369451.593750 Penalty: 2856.292725
	Iteration 42Q: 3 clusters Score -369451.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -369456.593750 Penalty: 2856.292725
	Iteration 43Q: 3 clusters Score -369456.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -369464.031250 Penalty: 2856.292725
	Iteration 44Q: 3 clusters Score -369464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -369468.750000 Penalty: 2856.292725
	Iteration 45Q: 3 clusters Score -369468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -369473.031250 Penalty: 2856.292725
	Iteration 46Q: 3 clusters Score -369473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -369475.062500 Penalty: 2856.292725
	Iteration 47Q: 3 clusters Score -369475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -369478.625000 Penalty: 2856.292725
	Iteration 48Q: 3 clusters Score -369478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -369481.718750 Penalty: 2856.292725
	Iteration 49Q: 3 clusters Score -369481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -369482.718750 Penalty: 2856.292725
	Iteration 50Q: 3 clusters Score -369482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -369483.062500 Penalty: 2856.292725
	Iteration 51Q: 3 clusters Score -369483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -369483.062500 Penalty: 2856.292725
	Iteration 52F: 3 clusters Score -369483.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -249922.843750 Penalty: 1361.451172
	Iteration 0F: 2 clusters Score -249922.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -246327.046875 Penalty: 2722.902344
	Iteration 0F: 3 clusters Score -246327 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -247435.968750 Penalty: 2722.902344
	Iteration 1F: 3 clusters Score -247436 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -247824.437500 Penalty: 2722.902344
	Iteration 2F: 3 clusters Score -247824.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -248306.468750 Penalty: 2722.902344
	Iteration 3F: 3 clusters Score -248306.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -248821.546875 Penalty: 2722.902344
	Iteration 4F: 3 clusters Score -248821.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -249234.140625 Penalty: 2722.902344
	Iteration 5F: 3 clusters Score -249234.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -249519.531250 Penalty: 2722.902344
	Iteration 6F: 3 clusters Score -249519.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -249689.656250 Penalty: 2722.902344
	Iteration 7Q: 3 clusters Score -249689.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -249792.468750 Penalty: 2722.902344
	Iteration 8Q: 3 clusters Score -249792.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -249852.890625 Penalty: 2722.902344
	Iteration 9Q: 3 clusters Score -249852.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -249884.109375 Penalty: 2722.902344
	Iteration 10Q: 3 clusters Score -249884.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -249907.187500 Penalty: 2722.902344
	Iteration 11Q: 3 clusters Score -249907.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -249925.843750 Penalty: 2722.902344
	Iteration 12Q: 3 clusters Score -249925.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -249942.015625 Penalty: 2722.902344
	Iteration 13Q: 3 clusters Score -249942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -249954.531250 Penalty: 2722.902344
	Iteration 14Q: 3 clusters Score -249954.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -249962.718750 Penalty: 2722.902344
	Iteration 15Q: 3 clusters Score -249962.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -249970.125000 Penalty: 2722.902344
	Iteration 16Q: 3 clusters Score -249970.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -249975.937500 Penalty: 2722.902344
	Iteration 17Q: 3 clusters Score -249975.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -249978.140625 Penalty: 2722.902344
	Iteration 18Q: 3 clusters Score -249978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249979.093750 Penalty: 2722.902344
	Iteration 19Q: 3 clusters Score -249979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -249980.343750 Penalty: 2722.902344
	Iteration 20F: 3 clusters Score -249980.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -249981.750000 Penalty: 2722.902344
	Iteration 21Q: 3 clusters Score -249981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -249983.562500 Penalty: 2722.902344
	Iteration 22Q: 3 clusters Score -249983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249984.984375 Penalty: 2722.902344
	Iteration 23Q: 3 clusters Score -249985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -249985.593750 Penalty: 2722.902344
	Iteration 24Q: 3 clusters Score -249985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -249985.921875 Penalty: 2722.902344
	Iteration 25Q: 3 clusters Score -249985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -249985.921875 Penalty: 2722.902344
	Iteration 26F: 3 clusters Score -249985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 11755 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 38467 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 13892 members 
Mstep: Class 11 contains 137309 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 90980 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 22283 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 13226 members 
Mstep: Class 21 contains 9615 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 11640 members 
Mstep: Class 24 contains 4493 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 3342 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 1310 members 
Mstep: Class 30 contains 108228 members 
Mstep: Class 31 contains 1169 members 
Entering Unmasked Estep 
Score: -34127772.000000 Penalty: 67216.164062
Splitting cluster 13 changes total score from -34114336.000000 to -34127772.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (90980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Entering Unmasked Estep 
Score: -5328922.500000 Penalty: 1855.489136
	Iteration 0F: 2 clusters Score -5328922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -5268141.500000 Penalty: 3710.978271
	Iteration 0F: 3 clusters Score -5268142 nChanged 43257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -5293494.500000 Penalty: 3710.978271
	Iteration 1F: 3 clusters Score -5293494 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -5294514.000000 Penalty: 3710.978271
	Iteration 2Q: 3 clusters Score -5294514 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5295754.500000 Penalty: 3710.978271
	Iteration 3Q: 3 clusters Score -5295754 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5297396.500000 Penalty: 3710.978271
	Iteration 4Q: 3 clusters Score -5297396 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -5299478.500000 Penalty: 3710.978271
	Iteration 5F: 3 clusters Score -5299478 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -5302316.000000 Penalty: 3710.978271
	Iteration 6F: 3 clusters Score -5302316 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -5306084.500000 Penalty: 3710.978271
	Iteration 7F: 3 clusters Score -5306084 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5310184.000000 Penalty: 3710.978271
	Iteration 8F: 3 clusters Score -5310184 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70980 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5314063.500000 Penalty: 3710.978271
	Iteration 9F: 3 clusters Score -5314064 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -5317227.000000 Penalty: 3710.978271
	Iteration 10Q: 3 clusters Score -5317227 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -5319463.000000 Penalty: 3710.978271
	Iteration 11Q: 3 clusters Score -5319463 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -5321120.000000 Penalty: 3710.978271
	Iteration 12Q: 3 clusters Score -5321120 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -5322312.000000 Penalty: 3710.978271
	Iteration 13Q: 3 clusters Score -5322312 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -5323192.500000 Penalty: 3710.978271
	Iteration 14Q: 3 clusters Score -5323192 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -5323966.000000 Penalty: 3710.978271
	Iteration 15Q: 3 clusters Score -5323966 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -5324682.500000 Penalty: 3710.978271
	Iteration 16Q: 3 clusters Score -5324682 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -5325300.500000 Penalty: 3710.978271
	Iteration 17Q: 3 clusters Score -5325300 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5325748.500000 Penalty: 3710.978271
	Iteration 18Q: 3 clusters Score -5325748 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5326109.500000 Penalty: 3710.978271
	Iteration 19Q: 3 clusters Score -5326110 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5326427.500000 Penalty: 3710.978271
	Iteration 20F: 3 clusters Score -5326428 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5326645.000000 Penalty: 3710.978271
	Iteration 21Q: 3 clusters Score -5326645 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5326880.500000 Penalty: 3710.978271
	Iteration 22Q: 3 clusters Score -5326880 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5327033.000000 Penalty: 3710.978271
	Iteration 23Q: 3 clusters Score -5327033 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5327159.000000 Penalty: 3710.978271
	Iteration 24Q: 3 clusters Score -5327159 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5327268.500000 Penalty: 3710.978271
	Iteration 25Q: 3 clusters Score -5327268 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5327337.500000 Penalty: 3710.978271
	Iteration 26Q: 3 clusters Score -5327338 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5327390.000000 Penalty: 3710.978271
	Iteration 27Q: 3 clusters Score -5327390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5327424.500000 Penalty: 3710.978271
	Iteration 28Q: 3 clusters Score -5327424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5327441.500000 Penalty: 3710.978271
	Iteration 29Q: 3 clusters Score -5327442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5327446.500000 Penalty: 3710.978271
	Iteration 30Q: 3 clusters Score -5327446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5327461.000000 Penalty: 3710.978271
	Iteration 31Q: 3 clusters Score -5327461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5327471.000000 Penalty: 3710.978271
	Iteration 32Q: 3 clusters Score -5327471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90206 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5327477.500000 Penalty: 3710.978271
	Iteration 33Q: 3 clusters Score -5327478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5327487.000000 Penalty: 3710.978271
	Iteration 34Q: 3 clusters Score -5327487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5327492.500000 Penalty: 3710.978271
	Iteration 35Q: 3 clusters Score -5327492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5327500.000000 Penalty: 3710.978271
	Iteration 36Q: 3 clusters Score -5327500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5327507.500000 Penalty: 3710.978271
	Iteration 37Q: 3 clusters Score -5327508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5327514.500000 Penalty: 3710.978271
	Iteration 38Q: 3 clusters Score -5327514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5327509.500000 Penalty: 3710.978271
	Iteration 39Q: 3 clusters Score -5327510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5327516.000000 Penalty: 3710.978271
	Iteration 40F: 3 clusters Score -5327516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5327521.000000 Penalty: 3710.978271
	Iteration 41Q: 3 clusters Score -5327521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5327519.500000 Penalty: 3710.978271
	Iteration 42Q: 3 clusters Score -5327520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5327523.500000 Penalty: 3710.978271
	Iteration 43Q: 3 clusters Score -5327524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5327533.500000 Penalty: 3710.978271
	Iteration 44Q: 3 clusters Score -5327534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5327534.500000 Penalty: 3710.978271
	Iteration 45Q: 3 clusters Score -5327534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5327541.500000 Penalty: 3710.978271
	Iteration 46Q: 3 clusters Score -5327542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5327540.500000 Penalty: 3710.978271
	Iteration 47Q: 3 clusters Score -5327540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5327547.500000 Penalty: 3710.978271
	Iteration 48Q: 3 clusters Score -5327548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90308 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5327547.500000 Penalty: 3710.978271
	Iteration 49Q: 3 clusters Score -5327548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5327556.500000 Penalty: 3710.978271
	Iteration 50Q: 3 clusters Score -5327556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5327562.500000 Penalty: 3710.978271
	Iteration 51Q: 3 clusters Score -5327562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5327563.500000 Penalty: 3710.978271
	Iteration 52Q: 3 clusters Score -5327564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5327563.000000 Penalty: 3710.978271
	Iteration 53Q: 3 clusters Score -5327563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90333 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5327563.500000 Penalty: 3710.978271
	Iteration 54Q: 3 clusters Score -5327564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5327566.000000 Penalty: 3710.978271
	Iteration 55Q: 3 clusters Score -5327566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90336 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5327565.500000 Penalty: 3710.978271
	Iteration 56Q: 3 clusters Score -5327566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5327568.000000 Penalty: 3710.978271
	Iteration 57Q: 3 clusters Score -5327568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90338 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5327567.500000 Penalty: 3710.978271
	Iteration 58Q: 3 clusters Score -5327568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5327569.000000 Penalty: 3710.978271
	Iteration 59Q: 3 clusters Score -5327569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5327570.000000 Penalty: 3710.978271
	Iteration 60F: 3 clusters Score -5327570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5327567.000000 Penalty: 3710.978271
	Iteration 61Q: 3 clusters Score -5327567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5327567.500000 Penalty: 3710.978271
	Iteration 62Q: 3 clusters Score -5327568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5327567.500000 Penalty: 3710.978271
	Iteration 63F: 3 clusters Score -5327568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -851503.750000 Penalty: 1562.893066
	Iteration 0F: 2 clusters Score -851503.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -841067.312500 Penalty: 3125.786133
	Iteration 0F: 3 clusters Score -841067.3 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -844779.875000 Penalty: 3125.786133
	Iteration 1F: 3 clusters Score -844779.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -845071.562500 Penalty: 3125.786133
	Iteration 2F: 3 clusters Score -845071.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -845323.750000 Penalty: 3125.786133
	Iteration 3Q: 3 clusters Score -845323.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -845587.937500 Penalty: 3125.786133
	Iteration 4Q: 3 clusters Score -845587.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -845907.250000 Penalty: 3125.786133
	Iteration 5Q: 3 clusters Score -845907.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -846264.000000 Penalty: 3125.786133
	Iteration 6Q: 3 clusters Score -846264 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -846695.937500 Penalty: 3125.786133
	Iteration 7Q: 3 clusters Score -846695.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -847177.625000 Penalty: 3125.786133
	Iteration 8Q: 3 clusters Score -847177.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -847674.562500 Penalty: 3125.786133
	Iteration 9Q: 3 clusters Score -847674.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -848112.312500 Penalty: 3125.786133
	Iteration 10Q: 3 clusters Score -848112.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -848422.500000 Penalty: 3125.786133
	Iteration 11Q: 3 clusters Score -848422.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -848686.562500 Penalty: 3125.786133
	Iteration 12Q: 3 clusters Score -848686.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -848932.000000 Penalty: 3125.786133
	Iteration 13Q: 3 clusters Score -848932 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -849130.937500 Penalty: 3125.786133
	Iteration 14Q: 3 clusters Score -849130.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -849310.500000 Penalty: 3125.786133
	Iteration 15Q: 3 clusters Score -849310.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -849484.875000 Penalty: 3125.786133
	Iteration 16Q: 3 clusters Score -849484.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -849624.937500 Penalty: 3125.786133
	Iteration 17Q: 3 clusters Score -849624.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -849747.937500 Penalty: 3125.786133
	Iteration 18Q: 3 clusters Score -849747.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -849848.750000 Penalty: 3125.786133
	Iteration 19Q: 3 clusters Score -849848.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -849940.187500 Penalty: 3125.786133
	Iteration 20F: 3 clusters Score -849940.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -850015.062500 Penalty: 3125.786133
	Iteration 21Q: 3 clusters Score -850015.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -850069.375000 Penalty: 3125.786133
	Iteration 22Q: 3 clusters Score -850069.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -850132.500000 Penalty: 3125.786133
	Iteration 23Q: 3 clusters Score -850132.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -850190.937500 Penalty: 3125.786133
	Iteration 24Q: 3 clusters Score -850190.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -850240.937500 Penalty: 3125.786133
	Iteration 25Q: 3 clusters Score -850240.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -850288.375000 Penalty: 3125.786133
	Iteration 26Q: 3 clusters Score -850288.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -850319.375000 Penalty: 3125.786133
	Iteration 27Q: 3 clusters Score -850319.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -850343.062500 Penalty: 3125.786133
	Iteration 28Q: 3 clusters Score -850343.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -850368.062500 Penalty: 3125.786133
	Iteration 29Q: 3 clusters Score -850368.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -850401.687500 Penalty: 3125.786133
	Iteration 30Q: 3 clusters Score -850401.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -850427.125000 Penalty: 3125.786133
	Iteration 31Q: 3 clusters Score -850427.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -850445.625000 Penalty: 3125.786133
	Iteration 32Q: 3 clusters Score -850445.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -850474.562500 Penalty: 3125.786133
	Iteration 33Q: 3 clusters Score -850474.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -850502.875000 Penalty: 3125.786133
	Iteration 34Q: 3 clusters Score -850502.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -850536.125000 Penalty: 3125.786133
	Iteration 35Q: 3 clusters Score -850536.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -850558.062500 Penalty: 3125.786133
	Iteration 36Q: 3 clusters Score -850558.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -850574.250000 Penalty: 3125.786133
	Iteration 37Q: 3 clusters Score -850574.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -850586.875000 Penalty: 3125.786133
	Iteration 38Q: 3 clusters Score -850586.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -850594.437500 Penalty: 3125.786133
	Iteration 39Q: 3 clusters Score -850594.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -850601.937500 Penalty: 3125.786133
	Iteration 40F: 3 clusters Score -850601.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -850604.000000 Penalty: 3125.786133
	Iteration 41Q: 3 clusters Score -850604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -850609.250000 Penalty: 3125.786133
	Iteration 42Q: 3 clusters Score -850609.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -850612.687500 Penalty: 3125.786133
	Iteration 43Q: 3 clusters Score -850612.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -850614.687500 Penalty: 3125.786133
	Iteration 44Q: 3 clusters Score -850614.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -850619.875000 Penalty: 3125.786133
	Iteration 45Q: 3 clusters Score -850619.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -850622.562500 Penalty: 3125.786133
	Iteration 46Q: 3 clusters Score -850622.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -850627.000000 Penalty: 3125.786133
	Iteration 47Q: 3 clusters Score -850627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -850631.937500 Penalty: 3125.786133
	Iteration 48Q: 3 clusters Score -850631.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -850635.625000 Penalty: 3125.786133
	Iteration 49Q: 3 clusters Score -850635.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -850635.875000 Penalty: 3125.786133
	Iteration 50Q: 3 clusters Score -850635.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -850641.187500 Penalty: 3125.786133
	Iteration 51Q: 3 clusters Score -850641.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -850640.875000 Penalty: 3125.786133
	Iteration 52Q: 3 clusters Score -850640.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -850640.562500 Penalty: 3125.786133
	Iteration 53Q: 3 clusters Score -850640.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -850645.000000 Penalty: 3125.786133
	Iteration 54Q: 3 clusters Score -850645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -850644.000000 Penalty: 3125.786133
	Iteration 55Q: 3 clusters Score -850644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -850646.812500 Penalty: 3125.786133
	Iteration 56Q: 3 clusters Score -850646.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -850647.375000 Penalty: 3125.786133
	Iteration 57Q: 3 clusters Score -850647.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -850647.562500 Penalty: 3125.786133
	Iteration 58Q: 3 clusters Score -850647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -850649.437500 Penalty: 3125.786133
	Iteration 59Q: 3 clusters Score -850649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -850650.125000 Penalty: 3125.786133
	Iteration 60F: 3 clusters Score -850650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -850650.937500 Penalty: 3125.786133
	Iteration 61Q: 3 clusters Score -850650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -850653.250000 Penalty: 3125.786133
	Iteration 62Q: 3 clusters Score -850653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -850653.625000 Penalty: 3125.786133
	Iteration 63Q: 3 clusters Score -850653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -850653.625000 Penalty: 3125.786133
	Iteration 64F: 3 clusters Score -850653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -123190.468750 Penalty: 1256.581299
	Iteration 0F: 2 clusters Score -123190.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -120933.046875 Penalty: 2513.162598
	Iteration 0F: 3 clusters Score -120933 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -121514.054688 Penalty: 2513.162598
	Iteration 1F: 3 clusters Score -121514.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -121832.187500 Penalty: 2513.162598
	Iteration 2F: 3 clusters Score -121832.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -122145.734375 Penalty: 2513.162598
	Iteration 3F: 3 clusters Score -122145.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -122365.460938 Penalty: 2513.162598
	Iteration 4F: 3 clusters Score -122365.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -122516.906250 Penalty: 2513.162598
	Iteration 5F: 3 clusters Score -122516.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -122608.492188 Penalty: 2513.162598
	Iteration 6Q: 3 clusters Score -122608.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -122665.171875 Penalty: 2513.162598
	Iteration 7Q: 3 clusters Score -122665.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -122714.796875 Penalty: 2513.162598
	Iteration 8Q: 3 clusters Score -122714.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -122756.078125 Penalty: 2513.162598
	Iteration 9Q: 3 clusters Score -122756.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -122785.304688 Penalty: 2513.162598
	Iteration 10Q: 3 clusters Score -122785.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -122806.398438 Penalty: 2513.162598
	Iteration 11Q: 3 clusters Score -122806.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -122815.781250 Penalty: 2513.162598
	Iteration 12Q: 3 clusters Score -122815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -122827.125000 Penalty: 2513.162598
	Iteration 13Q: 3 clusters Score -122827.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -122840.828125 Penalty: 2513.162598
	Iteration 14Q: 3 clusters Score -122840.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122856.234375 Penalty: 2513.162598
	Iteration 15Q: 3 clusters Score -122856.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -122866.828125 Penalty: 2513.162598
	Iteration 16Q: 3 clusters Score -122866.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122881.687500 Penalty: 2513.162598
	Iteration 17Q: 3 clusters Score -122881.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -122888.835938 Penalty: 2513.162598
	Iteration 18Q: 3 clusters Score -122888.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -122893.335938 Penalty: 2513.162598
	Iteration 19Q: 3 clusters Score -122893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -122895.921875 Penalty: 2513.162598
	Iteration 20F: 3 clusters Score -122895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -122896.796875 Penalty: 2513.162598
	Iteration 21Q: 3 clusters Score -122896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122897.218750 Penalty: 2513.162598
	Iteration 22Q: 3 clusters Score -122897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122897.218750 Penalty: 2513.162598
	Iteration 23F: 3 clusters Score -122897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -402529.312500 Penalty: 1449.062988
	Iteration 0F: 2 clusters Score -402529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -396974.781250 Penalty: 2898.125977
	Iteration 0F: 3 clusters Score -396974.8 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -398727.031250 Penalty: 2898.125977
	Iteration 1F: 3 clusters Score -398727 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -399012.375000 Penalty: 2898.125977
	Iteration 2F: 3 clusters Score -399012.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -399220.187500 Penalty: 2898.125977
	Iteration 3F: 3 clusters Score -399220.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -399384.312500 Penalty: 2898.125977
	Iteration 4Q: 3 clusters Score -399384.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -399506.937500 Penalty: 2898.125977
	Iteration 5Q: 3 clusters Score -399506.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -399625.437500 Penalty: 2898.125977
	Iteration 6Q: 3 clusters Score -399625.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -399742.531250 Penalty: 2898.125977
	Iteration 7Q: 3 clusters Score -399742.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -399861.687500 Penalty: 2898.125977
	Iteration 8Q: 3 clusters Score -399861.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -399984.812500 Penalty: 2898.125977
	Iteration 9Q: 3 clusters Score -399984.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -400115.906250 Penalty: 2898.125977
	Iteration 10Q: 3 clusters Score -400115.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -400262.437500 Penalty: 2898.125977
	Iteration 11Q: 3 clusters Score -400262.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -400377.937500 Penalty: 2898.125977
	Iteration 12Q: 3 clusters Score -400377.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -400485.000000 Penalty: 2898.125977
	Iteration 13Q: 3 clusters Score -400485 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -400608.093750 Penalty: 2898.125977
	Iteration 14Q: 3 clusters Score -400608.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -400725.843750 Penalty: 2898.125977
	Iteration 15Q: 3 clusters Score -400725.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -400829.593750 Penalty: 2898.125977
	Iteration 16Q: 3 clusters Score -400829.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -400917.281250 Penalty: 2898.125977
	Iteration 17Q: 3 clusters Score -400917.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -401000.531250 Penalty: 2898.125977
	Iteration 18Q: 3 clusters Score -401000.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -401088.093750 Penalty: 2898.125977
	Iteration 19Q: 3 clusters Score -401088.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -401172.000000 Penalty: 2898.125977
	Iteration 20F: 3 clusters Score -401172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -401227.187500 Penalty: 2898.125977
	Iteration 21Q: 3 clusters Score -401227.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -401254.750000 Penalty: 2898.125977
	Iteration 22Q: 3 clusters Score -401254.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -401278.281250 Penalty: 2898.125977
	Iteration 23Q: 3 clusters Score -401278.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -401287.875000 Penalty: 2898.125977
	Iteration 24Q: 3 clusters Score -401287.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -401297.750000 Penalty: 2898.125977
	Iteration 25Q: 3 clusters Score -401297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -401305.687500 Penalty: 2898.125977
	Iteration 26Q: 3 clusters Score -401305.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -401311.718750 Penalty: 2898.125977
	Iteration 27Q: 3 clusters Score -401311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -401314.968750 Penalty: 2898.125977
	Iteration 28Q: 3 clusters Score -401315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -401316.437500 Penalty: 2898.125977
	Iteration 29Q: 3 clusters Score -401316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -401316.843750 Penalty: 2898.125977
	Iteration 30Q: 3 clusters Score -401316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -401316.843750 Penalty: 2898.125977
	Iteration 31F: 3 clusters Score -401316.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Entering Unmasked Estep 
Score: -1175813.750000 Penalty: 1626.881714
	Iteration 0F: 2 clusters Score -1175814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1160660.625000 Penalty: 3253.763428
	Iteration 0F: 3 clusters Score -1160661 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1166326.750000 Penalty: 3253.763428
	Iteration 1F: 3 clusters Score -1166327 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1166722.125000 Penalty: 3253.763428
	Iteration 2F: 3 clusters Score -1166722 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1167063.125000 Penalty: 3253.763428
	Iteration 3Q: 3 clusters Score -1167063 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1167396.000000 Penalty: 3253.763428
	Iteration 4Q: 3 clusters Score -1167396 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1167746.750000 Penalty: 3253.763428
	Iteration 5Q: 3 clusters Score -1167747 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1168233.000000 Penalty: 3253.763428
	Iteration 6Q: 3 clusters Score -1168233 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1168857.500000 Penalty: 3253.763428
	Iteration 7Q: 3 clusters Score -1168858 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1169671.250000 Penalty: 3253.763428
	Iteration 8F: 3 clusters Score -1169671 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1170574.250000 Penalty: 3253.763428
	Iteration 9F: 3 clusters Score -1170574 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1171406.375000 Penalty: 3253.763428
	Iteration 10F: 3 clusters Score -1171406 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1172061.125000 Penalty: 3253.763428
	Iteration 11Q: 3 clusters Score -1172061 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1172567.875000 Penalty: 3253.763428
	Iteration 12Q: 3 clusters Score -1172568 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1172931.250000 Penalty: 3253.763428
	Iteration 13Q: 3 clusters Score -1172931 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1173204.000000 Penalty: 3253.763428
	Iteration 14Q: 3 clusters Score -1173204 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1173418.750000 Penalty: 3253.763428
	Iteration 15Q: 3 clusters Score -1173419 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1173579.750000 Penalty: 3253.763428
	Iteration 16Q: 3 clusters Score -1173580 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1173725.500000 Penalty: 3253.763428
	Iteration 17Q: 3 clusters Score -1173726 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1173871.250000 Penalty: 3253.763428
	Iteration 18Q: 3 clusters Score -1173871 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1173994.500000 Penalty: 3253.763428
	Iteration 19Q: 3 clusters Score -1173994 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1174097.375000 Penalty: 3253.763428
	Iteration 20F: 3 clusters Score -1174097 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1174184.500000 Penalty: 3253.763428
	Iteration 21Q: 3 clusters Score -1174184 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1174263.500000 Penalty: 3253.763428
	Iteration 22Q: 3 clusters Score -1174264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1174324.000000 Penalty: 3253.763428
	Iteration 23Q: 3 clusters Score -1174324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1174360.375000 Penalty: 3253.763428
	Iteration 24Q: 3 clusters Score -1174360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1174392.000000 Penalty: 3253.763428
	Iteration 25Q: 3 clusters Score -1174392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1174415.875000 Penalty: 3253.763428
	Iteration 26Q: 3 clusters Score -1174416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1174432.000000 Penalty: 3253.763428
	Iteration 27Q: 3 clusters Score -1174432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1174457.625000 Penalty: 3253.763428
	Iteration 28Q: 3 clusters Score -1174458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1174479.750000 Penalty: 3253.763428
	Iteration 29Q: 3 clusters Score -1174480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1174494.250000 Penalty: 3253.763428
	Iteration 30Q: 3 clusters Score -1174494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1174505.125000 Penalty: 3253.763428
	Iteration 31Q: 3 clusters Score -1174505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1174512.000000 Penalty: 3253.763428
	Iteration 32Q: 3 clusters Score -1174512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1174517.750000 Penalty: 3253.763428
	Iteration 33Q: 3 clusters Score -1174518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1174527.625000 Penalty: 3253.763428
	Iteration 34Q: 3 clusters Score -1174528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1174528.875000 Penalty: 3253.763428
	Iteration 35Q: 3 clusters Score -1174529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1174533.375000 Penalty: 3253.763428
	Iteration 36Q: 3 clusters Score -1174533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1174536.000000 Penalty: 3253.763428
	Iteration 37Q: 3 clusters Score -1174536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1174538.875000 Penalty: 3253.763428
	Iteration 38Q: 3 clusters Score -1174539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1174537.625000 Penalty: 3253.763428
	Iteration 39Q: 3 clusters Score -1174538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1174542.500000 Penalty: 3253.763428
	Iteration 40F: 3 clusters Score -1174542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1174545.000000 Penalty: 3253.763428
	Iteration 41Q: 3 clusters Score -1174545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1174549.125000 Penalty: 3253.763428
	Iteration 42Q: 3 clusters Score -1174549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1174549.750000 Penalty: 3253.763428
	Iteration 43Q: 3 clusters Score -1174550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1174548.875000 Penalty: 3253.763428
	Iteration 44Q: 3 clusters Score -1174549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1174551.250000 Penalty: 3253.763428
	Iteration 45Q: 3 clusters Score -1174551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1174552.375000 Penalty: 3253.763428
	Iteration 46Q: 3 clusters Score -1174552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1174554.750000 Penalty: 3253.763428
	Iteration 47Q: 3 clusters Score -1174555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1174554.750000 Penalty: 3253.763428
	Iteration 48Q: 3 clusters Score -1174555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1174557.875000 Penalty: 3253.763428
	Iteration 49Q: 3 clusters Score -1174558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1174558.750000 Penalty: 3253.763428
	Iteration 50Q: 3 clusters Score -1174559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1174557.000000 Penalty: 3253.763428
	Iteration 51Q: 3 clusters Score -1174557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1174559.375000 Penalty: 3253.763428
	Iteration 52Q: 3 clusters Score -1174559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1174560.000000 Penalty: 3253.763428
	Iteration 53Q: 3 clusters Score -1174560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1174563.125000 Penalty: 3253.763428
	Iteration 54Q: 3 clusters Score -1174563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1174562.750000 Penalty: 3253.763428
	Iteration 55Q: 3 clusters Score -1174563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1174565.000000 Penalty: 3253.763428
	Iteration 56Q: 3 clusters Score -1174565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1174565.875000 Penalty: 3253.763428
	Iteration 57Q: 3 clusters Score -1174566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1174566.750000 Penalty: 3253.763428
	Iteration 58Q: 3 clusters Score -1174567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1174566.750000 Penalty: 3253.763428
	Iteration 59Q: 3 clusters Score -1174567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1174568.250000 Penalty: 3253.763428
	Iteration 60F: 3 clusters Score -1174568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -89955.125000 Penalty: 1199.392822
	Iteration 0F: 2 clusters Score -89955.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -88135.359375 Penalty: 2398.785645
	Iteration 0F: 3 clusters Score -88135.36 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -88537.468750 Penalty: 2398.785645
	Iteration 1F: 3 clusters Score -88537.47 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -88686.554688 Penalty: 2398.785645
	Iteration 2F: 3 clusters Score -88686.55 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -88805.171875 Penalty: 2398.785645
	Iteration 3F: 3 clusters Score -88805.17 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -88897.039062 Penalty: 2398.785645
	Iteration 4F: 3 clusters Score -88897.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -88976.398438 Penalty: 2398.785645
	Iteration 5Q: 3 clusters Score -88976.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -89067.726562 Penalty: 2398.785645
	Iteration 6Q: 3 clusters Score -89067.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -89139.875000 Penalty: 2398.785645
	Iteration 7Q: 3 clusters Score -89139.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -89236.835938 Penalty: 2398.785645
	Iteration 8Q: 3 clusters Score -89236.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -89316.828125 Penalty: 2398.785645
	Iteration 9Q: 3 clusters Score -89316.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -89372.796875 Penalty: 2398.785645
	Iteration 10Q: 3 clusters Score -89372.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -89408.703125 Penalty: 2398.785645
	Iteration 11Q: 3 clusters Score -89408.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -89438.187500 Penalty: 2398.785645
	Iteration 12Q: 3 clusters Score -89438.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -89459.617188 Penalty: 2398.785645
	Iteration 13Q: 3 clusters Score -89459.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -89484.265625 Penalty: 2398.785645
	Iteration 14Q: 3 clusters Score -89484.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -89505.328125 Penalty: 2398.785645
	Iteration 15Q: 3 clusters Score -89505.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -89521.531250 Penalty: 2398.785645
	Iteration 16Q: 3 clusters Score -89521.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -89540.960938 Penalty: 2398.785645
	Iteration 17Q: 3 clusters Score -89540.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -89559.109375 Penalty: 2398.785645
	Iteration 18Q: 3 clusters Score -89559.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -89570.812500 Penalty: 2398.785645
	Iteration 19Q: 3 clusters Score -89570.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -89584.156250 Penalty: 2398.785645
	Iteration 20F: 3 clusters Score -89584.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -89604.679688 Penalty: 2398.785645
	Iteration 21Q: 3 clusters Score -89604.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -89623.992188 Penalty: 2398.785645
	Iteration 22Q: 3 clusters Score -89623.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -89631.609375 Penalty: 2398.785645
	Iteration 23Q: 3 clusters Score -89631.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -89635.156250 Penalty: 2398.785645
	Iteration 24Q: 3 clusters Score -89635.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -89637.445312 Penalty: 2398.785645
	Iteration 25Q: 3 clusters Score -89637.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -89638.046875 Penalty: 2398.785645
	Iteration 26Q: 3 clusters Score -89638.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -89638.554688 Penalty: 2398.785645
	Iteration 27Q: 3 clusters Score -89638.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -89638.554688 Penalty: 2398.785645
	Iteration 28F: 3 clusters Score -89638.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Entering Unmasked Estep 
Score: -765746.625000 Penalty: 1542.115234
	Iteration 0F: 2 clusters Score -765746.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -756578.625000 Penalty: 3084.230469
	Iteration 0F: 3 clusters Score -756578.6 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -759892.687500 Penalty: 3084.230469
	Iteration 1F: 3 clusters Score -759892.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -760285.000000 Penalty: 3084.230469
	Iteration 2F: 3 clusters Score -760285 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -760655.312500 Penalty: 3084.230469
	Iteration 3F: 3 clusters Score -760655.3 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -761060.062500 Penalty: 3084.230469
	Iteration 4F: 3 clusters Score -761060.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -761494.812500 Penalty: 3084.230469
	Iteration 5F: 3 clusters Score -761494.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -761884.500000 Penalty: 3084.230469
	Iteration 6F: 3 clusters Score -761884.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -762311.000000 Penalty: 3084.230469
	Iteration 7Q: 3 clusters Score -762311 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -762735.937500 Penalty: 3084.230469
	Iteration 8Q: 3 clusters Score -762735.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -763092.250000 Penalty: 3084.230469
	Iteration 9Q: 3 clusters Score -763092.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -763291.875000 Penalty: 3084.230469
	Iteration 10Q: 3 clusters Score -763291.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -763417.250000 Penalty: 3084.230469
	Iteration 11Q: 3 clusters Score -763417.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -763500.562500 Penalty: 3084.230469
	Iteration 12Q: 3 clusters Score -763500.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -763561.937500 Penalty: 3084.230469
	Iteration 13Q: 3 clusters Score -763561.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -763609.437500 Penalty: 3084.230469
	Iteration 14Q: 3 clusters Score -763609.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -763651.250000 Penalty: 3084.230469
	Iteration 15Q: 3 clusters Score -763651.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -763703.812500 Penalty: 3084.230469
	Iteration 16Q: 3 clusters Score -763703.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -763771.500000 Penalty: 3084.230469
	Iteration 17Q: 3 clusters Score -763771.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -763837.500000 Penalty: 3084.230469
	Iteration 18Q: 3 clusters Score -763837.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -763879.812500 Penalty: 3084.230469
	Iteration 19Q: 3 clusters Score -763879.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -763917.500000 Penalty: 3084.230469
	Iteration 20F: 3 clusters Score -763917.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -763940.625000 Penalty: 3084.230469
	Iteration 21Q: 3 clusters Score -763940.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -763965.125000 Penalty: 3084.230469
	Iteration 22Q: 3 clusters Score -763965.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -763992.750000 Penalty: 3084.230469
	Iteration 23Q: 3 clusters Score -763992.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -764021.562500 Penalty: 3084.230469
	Iteration 24Q: 3 clusters Score -764021.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -764049.125000 Penalty: 3084.230469
	Iteration 25Q: 3 clusters Score -764049.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -764073.812500 Penalty: 3084.230469
	Iteration 26Q: 3 clusters Score -764073.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -764099.437500 Penalty: 3084.230469
	Iteration 27Q: 3 clusters Score -764099.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -764123.375000 Penalty: 3084.230469
	Iteration 28Q: 3 clusters Score -764123.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -764145.312500 Penalty: 3084.230469
	Iteration 29Q: 3 clusters Score -764145.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -764167.312500 Penalty: 3084.230469
	Iteration 30Q: 3 clusters Score -764167.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -764192.375000 Penalty: 3084.230469
	Iteration 31Q: 3 clusters Score -764192.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -764206.062500 Penalty: 3084.230469
	Iteration 32Q: 3 clusters Score -764206.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -764221.062500 Penalty: 3084.230469
	Iteration 33Q: 3 clusters Score -764221.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -764235.312500 Penalty: 3084.230469
	Iteration 34Q: 3 clusters Score -764235.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -764243.625000 Penalty: 3084.230469
	Iteration 35Q: 3 clusters Score -764243.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -764249.250000 Penalty: 3084.230469
	Iteration 36Q: 3 clusters Score -764249.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -764258.125000 Penalty: 3084.230469
	Iteration 37Q: 3 clusters Score -764258.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -764261.937500 Penalty: 3084.230469
	Iteration 38Q: 3 clusters Score -764261.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -764271.687500 Penalty: 3084.230469
	Iteration 39Q: 3 clusters Score -764271.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -764275.187500 Penalty: 3084.230469
	Iteration 40F: 3 clusters Score -764275.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -764278.375000 Penalty: 3084.230469
	Iteration 41Q: 3 clusters Score -764278.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -764284.875000 Penalty: 3084.230469
	Iteration 42Q: 3 clusters Score -764284.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -764288.562500 Penalty: 3084.230469
	Iteration 43Q: 3 clusters Score -764288.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -764291.375000 Penalty: 3084.230469
	Iteration 44Q: 3 clusters Score -764291.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -764292.687500 Penalty: 3084.230469
	Iteration 45Q: 3 clusters Score -764292.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -764300.062500 Penalty: 3084.230469
	Iteration 46Q: 3 clusters Score -764300.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -764302.625000 Penalty: 3084.230469
	Iteration 47Q: 3 clusters Score -764302.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -764308.500000 Penalty: 3084.230469
	Iteration 48Q: 3 clusters Score -764308.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -764315.437500 Penalty: 3084.230469
	Iteration 49Q: 3 clusters Score -764315.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -764321.500000 Penalty: 3084.230469
	Iteration 50Q: 3 clusters Score -764321.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -764326.375000 Penalty: 3084.230469
	Iteration 51Q: 3 clusters Score -764326.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -764330.187500 Penalty: 3084.230469
	Iteration 52Q: 3 clusters Score -764330.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -764333.250000 Penalty: 3084.230469
	Iteration 53Q: 3 clusters Score -764333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -764333.812500 Penalty: 3084.230469
	Iteration 54Q: 3 clusters Score -764333.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -764337.375000 Penalty: 3084.230469
	Iteration 55Q: 3 clusters Score -764337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -764340.312500 Penalty: 3084.230469
	Iteration 56Q: 3 clusters Score -764340.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -764344.125000 Penalty: 3084.230469
	Iteration 57Q: 3 clusters Score -764344.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -764349.750000 Penalty: 3084.230469
	Iteration 58Q: 3 clusters Score -764349.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -764352.687500 Penalty: 3084.230469
	Iteration 59Q: 3 clusters Score -764352.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -764355.687500 Penalty: 3084.230469
	Iteration 60F: 3 clusters Score -764355.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -764355.562500 Penalty: 3084.230469
	Iteration 61Q: 3 clusters Score -764355.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -764355.500000 Penalty: 3084.230469
	Iteration 62Q: 3 clusters Score -764355.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -764357.187500 Penalty: 3084.230469
	Iteration 63Q: 3 clusters Score -764357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -764357.750000 Penalty: 3084.230469
	Iteration 64Q: 3 clusters Score -764357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -764357.187500 Penalty: 3084.230469
	Iteration 65Q: 3 clusters Score -764357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -764359.375000 Penalty: 3084.230469
	Iteration 66Q: 3 clusters Score -764359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -764361.187500 Penalty: 3084.230469
	Iteration 67Q: 3 clusters Score -764361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -764360.562500 Penalty: 3084.230469
	Iteration 68Q: 3 clusters Score -764360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -764360.500000 Penalty: 3084.230469
	Iteration 69Q: 3 clusters Score -764360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -764360.625000 Penalty: 3084.230469
	Iteration 70Q: 3 clusters Score -764360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -764361.625000 Penalty: 3084.230469
	Iteration 71Q: 3 clusters Score -764361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -764361.875000 Penalty: 3084.230469
	Iteration 72Q: 3 clusters Score -764361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -764361.750000 Penalty: 3084.230469
	Iteration 73Q: 3 clusters Score -764361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -764363.312500 Penalty: 3084.230469
	Iteration 74Q: 3 clusters Score -764363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -764362.750000 Penalty: 3084.230469
	Iteration 75Q: 3 clusters Score -764362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -764364.187500 Penalty: 3084.230469
	Iteration 76Q: 3 clusters Score -764364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -764365.437500 Penalty: 3084.230469
	Iteration 77Q: 3 clusters Score -764365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -764364.687500 Penalty: 3084.230469
	Iteration 78Q: 3 clusters Score -764364.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -764365.437500 Penalty: 3084.230469
	Iteration 79Q: 3 clusters Score -764365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -764365.625000 Penalty: 3084.230469
	Iteration 80F: 3 clusters Score -764365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -764365.937500 Penalty: 3084.230469
	Iteration 81Q: 3 clusters Score -764365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -764367.000000 Penalty: 3084.230469
	Iteration 82Q: 3 clusters Score -764367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -764367.000000 Penalty: 3084.230469
	Iteration 83F: 3 clusters Score -764367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Entering Unmasked Estep 
Score: -520014.656250 Penalty: 1490.300415
	Iteration 0F: 2 clusters Score -520014.7 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 4788 members 
Entering Unmasked Estep 
Score: -513202.093750 Penalty: 2980.600830
	Iteration 0F: 3 clusters Score -513202.1 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -515948.500000 Penalty: 2980.600830
	Iteration 1F: 3 clusters Score -515948.5 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -516906.750000 Penalty: 2980.600830
	Iteration 2F: 3 clusters Score -516906.8 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -517966.687500 Penalty: 2980.600830
	Iteration 3F: 3 clusters Score -517966.7 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -518731.968750 Penalty: 2980.600830
	Iteration 4F: 3 clusters Score -518732 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -519168.031250 Penalty: 2980.600830
	Iteration 5F: 3 clusters Score -519168 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -519412.875000 Penalty: 2980.600830
	Iteration 6Q: 3 clusters Score -519412.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -519584.812500 Penalty: 2980.600830
	Iteration 7Q: 3 clusters Score -519584.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -519694.343750 Penalty: 2980.600830
	Iteration 8Q: 3 clusters Score -519694.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -519773.906250 Penalty: 2980.600830
	Iteration 9Q: 3 clusters Score -519773.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -519831.312500 Penalty: 2980.600830
	Iteration 10Q: 3 clusters Score -519831.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -519896.843750 Penalty: 2980.600830
	Iteration 11Q: 3 clusters Score -519896.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -519973.781250 Penalty: 2980.600830
	Iteration 12Q: 3 clusters Score -519973.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -520058.218750 Penalty: 2980.600830
	Iteration 13Q: 3 clusters Score -520058.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -520142.250000 Penalty: 2980.600830
	Iteration 14Q: 3 clusters Score -520142.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -520213.437500 Penalty: 2980.600830
	Iteration 15Q: 3 clusters Score -520213.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -520276.187500 Penalty: 2980.600830
	Iteration 16Q: 3 clusters Score -520276.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -520327.875000 Penalty: 2980.600830
	Iteration 17Q: 3 clusters Score -520327.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -520368.656250 Penalty: 2980.600830
	Iteration 18Q: 3 clusters Score -520368.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -520387.093750 Penalty: 2980.600830
	Iteration 19Q: 3 clusters Score -520387.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -520405.093750 Penalty: 2980.600830
	Iteration 20F: 3 clusters Score -520405.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -520424.531250 Penalty: 2980.600830
	Iteration 21Q: 3 clusters Score -520424.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -520436.375000 Penalty: 2980.600830
	Iteration 22Q: 3 clusters Score -520436.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -520443.093750 Penalty: 2980.600830
	Iteration 23Q: 3 clusters Score -520443.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -520448.500000 Penalty: 2980.600830
	Iteration 24Q: 3 clusters Score -520448.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -520453.656250 Penalty: 2980.600830
	Iteration 25Q: 3 clusters Score -520453.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -520457.156250 Penalty: 2980.600830
	Iteration 26Q: 3 clusters Score -520457.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -520458.781250 Penalty: 2980.600830
	Iteration 27Q: 3 clusters Score -520458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -520460.906250 Penalty: 2980.600830
	Iteration 28Q: 3 clusters Score -520460.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -520461.250000 Penalty: 2980.600830
	Iteration 29Q: 3 clusters Score -520461.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -520464.343750 Penalty: 2980.600830
	Iteration 30Q: 3 clusters Score -520464.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -520468.625000 Penalty: 2980.600830
	Iteration 31Q: 3 clusters Score -520468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -520469.937500 Penalty: 2980.600830
	Iteration 32Q: 3 clusters Score -520469.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -520475.281250 Penalty: 2980.600830
	Iteration 33Q: 3 clusters Score -520475.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -520479.906250 Penalty: 2980.600830
	Iteration 34Q: 3 clusters Score -520479.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -520484.000000 Penalty: 2980.600830
	Iteration 35Q: 3 clusters Score -520484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -520491.000000 Penalty: 2980.600830
	Iteration 36Q: 3 clusters Score -520491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -520502.156250 Penalty: 2980.600830
	Iteration 37Q: 3 clusters Score -520502.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -520524.187500 Penalty: 2980.600830
	Iteration 38Q: 3 clusters Score -520524.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -520538.250000 Penalty: 2980.600830
	Iteration 39Q: 3 clusters Score -520538.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -520550.343750 Penalty: 2980.600830
	Iteration 40F: 3 clusters Score -520550.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -520573.312500 Penalty: 2980.600830
	Iteration 41Q: 3 clusters Score -520573.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -520605.656250 Penalty: 2980.600830
	Iteration 42Q: 3 clusters Score -520605.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -520647.781250 Penalty: 2980.600830
	Iteration 43Q: 3 clusters Score -520647.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -520679.812500 Penalty: 2980.600830
	Iteration 44Q: 3 clusters Score -520679.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -520707.843750 Penalty: 2980.600830
	Iteration 45Q: 3 clusters Score -520707.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -520727.562500 Penalty: 2980.600830
	Iteration 46Q: 3 clusters Score -520727.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -520747.500000 Penalty: 2980.600830
	Iteration 47Q: 3 clusters Score -520747.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -520761.187500 Penalty: 2980.600830
	Iteration 48Q: 3 clusters Score -520761.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -520766.843750 Penalty: 2980.600830
	Iteration 49Q: 3 clusters Score -520766.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -520771.437500 Penalty: 2980.600830
	Iteration 50Q: 3 clusters Score -520771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -520773.406250 Penalty: 2980.600830
	Iteration 51Q: 3 clusters Score -520773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -520774.562500 Penalty: 2980.600830
	Iteration 52Q: 3 clusters Score -520774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -520776.062500 Penalty: 2980.600830
	Iteration 53Q: 3 clusters Score -520776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -520776.781250 Penalty: 2980.600830
	Iteration 54Q: 3 clusters Score -520776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -520776.781250 Penalty: 2980.600830
	Iteration 55F: 3 clusters Score -520776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 11755 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 38467 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 13892 members 
Mstep: Class 11 contains 137309 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 90980 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 22283 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 13226 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 11640 members 
Mstep: Class 24 contains 4493 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 3342 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 1310 members 
Mstep: Class 30 contains 108228 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 7457 members 
Entering Unmasked Estep 
Score: -34127792.000000 Penalty: 69384.421875
Splitting cluster 21 changes total score from -34114336.000000 to -34127792.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -123691.804688 Penalty: 1268.654297
	Iteration 0F: 2 clusters Score -123691.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -121357.062500 Penalty: 2537.308594
	Iteration 0F: 3 clusters Score -121357.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -121950.554688 Penalty: 2537.308594
	Iteration 1F: 3 clusters Score -121950.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -122131.375000 Penalty: 2537.308594
	Iteration 2F: 3 clusters Score -122131.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -122266.156250 Penalty: 2537.308594
	Iteration 3F: 3 clusters Score -122266.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -122410.890625 Penalty: 2537.308594
	Iteration 4F: 3 clusters Score -122410.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -122525.125000 Penalty: 2537.308594
	Iteration 5F: 3 clusters Score -122525.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -122615.546875 Penalty: 2537.308594
	Iteration 6Q: 3 clusters Score -122615.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -122747.398438 Penalty: 2537.308594
	Iteration 7Q: 3 clusters Score -122747.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -122902.679688 Penalty: 2537.308594
	Iteration 8Q: 3 clusters Score -122902.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -123021.007812 Penalty: 2537.308594
	Iteration 9Q: 3 clusters Score -123021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -123116.960938 Penalty: 2537.308594
	Iteration 10Q: 3 clusters Score -123117 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -123174.687500 Penalty: 2537.308594
	Iteration 11Q: 3 clusters Score -123174.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -123199.765625 Penalty: 2537.308594
	Iteration 12Q: 3 clusters Score -123199.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -123215.867188 Penalty: 2537.308594
	Iteration 13Q: 3 clusters Score -123215.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -123233.968750 Penalty: 2537.308594
	Iteration 14Q: 3 clusters Score -123234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -123239.796875 Penalty: 2537.308594
	Iteration 15Q: 3 clusters Score -123239.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -123247.117188 Penalty: 2537.308594
	Iteration 16Q: 3 clusters Score -123247.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -123250.367188 Penalty: 2537.308594
	Iteration 17Q: 3 clusters Score -123250.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -123253.335938 Penalty: 2537.308594
	Iteration 18Q: 3 clusters Score -123253.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -123254.156250 Penalty: 2537.308594
	Iteration 19Q: 3 clusters Score -123254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -123254.523438 Penalty: 2537.308594
	Iteration 20F: 3 clusters Score -123254.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Entering Unmasked Estep 
Score: -647871.125000 Penalty: 1521.357910
	Iteration 0F: 2 clusters Score -647871.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -639632.125000 Penalty: 3042.715820
	Iteration 0F: 3 clusters Score -639632.1 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -642563.750000 Penalty: 3042.715820
	Iteration 1F: 3 clusters Score -642563.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -642954.625000 Penalty: 3042.715820
	Iteration 2F: 3 clusters Score -642954.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -643339.937500 Penalty: 3042.715820
	Iteration 3F: 3 clusters Score -643339.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -643747.500000 Penalty: 3042.715820
	Iteration 4F: 3 clusters Score -643747.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -644102.125000 Penalty: 3042.715820
	Iteration 5F: 3 clusters Score -644102.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -644396.375000 Penalty: 3042.715820
	Iteration 6Q: 3 clusters Score -644396.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -644628.812500 Penalty: 3042.715820
	Iteration 7Q: 3 clusters Score -644628.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -644814.250000 Penalty: 3042.715820
	Iteration 8Q: 3 clusters Score -644814.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -644980.062500 Penalty: 3042.715820
	Iteration 9Q: 3 clusters Score -644980.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -645164.187500 Penalty: 3042.715820
	Iteration 10Q: 3 clusters Score -645164.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -645335.875000 Penalty: 3042.715820
	Iteration 11Q: 3 clusters Score -645335.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -645519.375000 Penalty: 3042.715820
	Iteration 12Q: 3 clusters Score -645519.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -645680.312500 Penalty: 3042.715820
	Iteration 13Q: 3 clusters Score -645680.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -645833.812500 Penalty: 3042.715820
	Iteration 14Q: 3 clusters Score -645833.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -645968.250000 Penalty: 3042.715820
	Iteration 15Q: 3 clusters Score -645968.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -646078.562500 Penalty: 3042.715820
	Iteration 16Q: 3 clusters Score -646078.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -646170.562500 Penalty: 3042.715820
	Iteration 17Q: 3 clusters Score -646170.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -646267.000000 Penalty: 3042.715820
	Iteration 18Q: 3 clusters Score -646267 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -646360.500000 Penalty: 3042.715820
	Iteration 19Q: 3 clusters Score -646360.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -646446.187500 Penalty: 3042.715820
	Iteration 20F: 3 clusters Score -646446.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -646536.500000 Penalty: 3042.715820
	Iteration 21Q: 3 clusters Score -646536.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -646625.812500 Penalty: 3042.715820
	Iteration 22Q: 3 clusters Score -646625.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -646717.062500 Penalty: 3042.715820
	Iteration 23Q: 3 clusters Score -646717.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -646810.312500 Penalty: 3042.715820
	Iteration 24Q: 3 clusters Score -646810.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -646896.687500 Penalty: 3042.715820
	Iteration 25Q: 3 clusters Score -646896.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -646984.250000 Penalty: 3042.715820
	Iteration 26Q: 3 clusters Score -646984.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -647070.437500 Penalty: 3042.715820
	Iteration 27Q: 3 clusters Score -647070.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -647130.062500 Penalty: 3042.715820
	Iteration 28Q: 3 clusters Score -647130.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -647173.187500 Penalty: 3042.715820
	Iteration 29Q: 3 clusters Score -647173.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -647211.812500 Penalty: 3042.715820
	Iteration 30Q: 3 clusters Score -647211.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -647247.500000 Penalty: 3042.715820
	Iteration 31Q: 3 clusters Score -647247.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -647270.687500 Penalty: 3042.715820
	Iteration 32Q: 3 clusters Score -647270.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -647281.125000 Penalty: 3042.715820
	Iteration 33Q: 3 clusters Score -647281.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -647288.375000 Penalty: 3042.715820
	Iteration 34Q: 3 clusters Score -647288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -647293.812500 Penalty: 3042.715820
	Iteration 35Q: 3 clusters Score -647293.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -647294.125000 Penalty: 3042.715820
	Iteration 36Q: 3 clusters Score -647294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -647297.062500 Penalty: 3042.715820
	Iteration 37Q: 3 clusters Score -647297.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -647299.562500 Penalty: 3042.715820
	Iteration 38Q: 3 clusters Score -647299.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -647301.000000 Penalty: 3042.715820
	Iteration 39Q: 3 clusters Score -647301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -647304.687500 Penalty: 3042.715820
	Iteration 40F: 3 clusters Score -647304.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -647308.500000 Penalty: 3042.715820
	Iteration 41Q: 3 clusters Score -647308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -647311.500000 Penalty: 3042.715820
	Iteration 42Q: 3 clusters Score -647311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -647313.937500 Penalty: 3042.715820
	Iteration 43Q: 3 clusters Score -647313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -647314.625000 Penalty: 3042.715820
	Iteration 44Q: 3 clusters Score -647314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -647316.437500 Penalty: 3042.715820
	Iteration 45Q: 3 clusters Score -647316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -647315.125000 Penalty: 3042.715820
	Iteration 46Q: 3 clusters Score -647315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -647317.625000 Penalty: 3042.715820
	Iteration 47Q: 3 clusters Score -647317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -647319.937500 Penalty: 3042.715820
	Iteration 48Q: 3 clusters Score -647319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -647321.000000 Penalty: 3042.715820
	Iteration 49Q: 3 clusters Score -647321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -647320.750000 Penalty: 3042.715820
	Iteration 50Q: 3 clusters Score -647320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -647322.437500 Penalty: 3042.715820
	Iteration 51Q: 3 clusters Score -647322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -647325.062500 Penalty: 3042.715820
	Iteration 52Q: 3 clusters Score -647325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -647324.250000 Penalty: 3042.715820
	Iteration 53Q: 3 clusters Score -647324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -647325.312500 Penalty: 3042.715820
	Iteration 54Q: 3 clusters Score -647325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -647325.812500 Penalty: 3042.715820
	Iteration 55Q: 3 clusters Score -647325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -647326.812500 Penalty: 3042.715820
	Iteration 56Q: 3 clusters Score -647326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -647326.687500 Penalty: 3042.715820
	Iteration 57Q: 3 clusters Score -647326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -647326.687500 Penalty: 3042.715820
	Iteration 58F: 3 clusters Score -647326.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -212795.828125 Penalty: 1366.669800
	Iteration 0F: 2 clusters Score -212795.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -209178.531250 Penalty: 2733.339600
	Iteration 0F: 3 clusters Score -209178.5 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -210234.546875 Penalty: 2733.339600
	Iteration 1F: 3 clusters Score -210234.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -210504.640625 Penalty: 2733.339600
	Iteration 2F: 3 clusters Score -210504.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -210703.109375 Penalty: 2733.339600
	Iteration 3F: 3 clusters Score -210703.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -210857.671875 Penalty: 2733.339600
	Iteration 4F: 3 clusters Score -210857.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -211020.312500 Penalty: 2733.339600
	Iteration 5Q: 3 clusters Score -211020.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -211155.578125 Penalty: 2733.339600
	Iteration 6Q: 3 clusters Score -211155.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -211269.375000 Penalty: 2733.339600
	Iteration 7Q: 3 clusters Score -211269.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -211381.015625 Penalty: 2733.339600
	Iteration 8Q: 3 clusters Score -211381 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -211472.593750 Penalty: 2733.339600
	Iteration 9Q: 3 clusters Score -211472.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -211539.625000 Penalty: 2733.339600
	Iteration 10Q: 3 clusters Score -211539.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -211584.265625 Penalty: 2733.339600
	Iteration 11Q: 3 clusters Score -211584.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -211627.531250 Penalty: 2733.339600
	Iteration 12Q: 3 clusters Score -211627.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -211674.687500 Penalty: 2733.339600
	Iteration 13Q: 3 clusters Score -211674.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -211714.296875 Penalty: 2733.339600
	Iteration 14Q: 3 clusters Score -211714.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -211742.031250 Penalty: 2733.339600
	Iteration 15Q: 3 clusters Score -211742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -211753.343750 Penalty: 2733.339600
	Iteration 16Q: 3 clusters Score -211753.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -211761.421875 Penalty: 2733.339600
	Iteration 17Q: 3 clusters Score -211761.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -211765.125000 Penalty: 2733.339600
	Iteration 18Q: 3 clusters Score -211765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -211768.125000 Penalty: 2733.339600
	Iteration 19Q: 3 clusters Score -211768.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -211770.171875 Penalty: 2733.339600
	Iteration 20F: 3 clusters Score -211770.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -211772.968750 Penalty: 2733.339600
	Iteration 21Q: 3 clusters Score -211773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -211777.046875 Penalty: 2733.339600
	Iteration 22Q: 3 clusters Score -211777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -211781.046875 Penalty: 2733.339600
	Iteration 23Q: 3 clusters Score -211781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -211784.843750 Penalty: 2733.339600
	Iteration 24Q: 3 clusters Score -211784.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -211789.390625 Penalty: 2733.339600
	Iteration 25Q: 3 clusters Score -211789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -211793.593750 Penalty: 2733.339600
	Iteration 26Q: 3 clusters Score -211793.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -211796.421875 Penalty: 2733.339600
	Iteration 27Q: 3 clusters Score -211796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -211797.625000 Penalty: 2733.339600
	Iteration 28Q: 3 clusters Score -211797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -211797.578125 Penalty: 2733.339600
	Iteration 29Q: 3 clusters Score -211797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -211798.093750 Penalty: 2733.339600
	Iteration 30Q: 3 clusters Score -211798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -211797.937500 Penalty: 2733.339600
	Iteration 31Q: 3 clusters Score -211797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -211798.218750 Penalty: 2733.339600
	Iteration 32Q: 3 clusters Score -211798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -211798.687500 Penalty: 2733.339600
	Iteration 33Q: 3 clusters Score -211798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -211798.390625 Penalty: 2733.339600
	Iteration 34Q: 3 clusters Score -211798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -211798.531250 Penalty: 2733.339600
	Iteration 35Q: 3 clusters Score -211798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -211798.828125 Penalty: 2733.339600
	Iteration 36Q: 3 clusters Score -211798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -211799.218750 Penalty: 2733.339600
	Iteration 37Q: 3 clusters Score -211799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -211799.218750 Penalty: 2733.339600
	Iteration 38F: 3 clusters Score -211799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -152362.906250 Penalty: 1296.976074
	Iteration 0F: 2 clusters Score -152362.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -149718.234375 Penalty: 2593.952148
	Iteration 0F: 3 clusters Score -149718.2 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -150482.187500 Penalty: 2593.952148
	Iteration 1F: 3 clusters Score -150482.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -150700.281250 Penalty: 2593.952148
	Iteration 2F: 3 clusters Score -150700.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -150911.890625 Penalty: 2593.952148
	Iteration 3F: 3 clusters Score -150911.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -151074.015625 Penalty: 2593.952148
	Iteration 4F: 3 clusters Score -151074 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -151252.234375 Penalty: 2593.952148
	Iteration 5F: 3 clusters Score -151252.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -151488.281250 Penalty: 2593.952148
	Iteration 6F: 3 clusters Score -151488.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -151856.578125 Penalty: 2593.952148
	Iteration 7F: 3 clusters Score -151856.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -152083.078125 Penalty: 2593.952148
	Iteration 8Q: 3 clusters Score -152083.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -152182.281250 Penalty: 2593.952148
	Iteration 9Q: 3 clusters Score -152182.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -152242.468750 Penalty: 2593.952148
	Iteration 10Q: 3 clusters Score -152242.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -152274.468750 Penalty: 2593.952148
	Iteration 11Q: 3 clusters Score -152274.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -152296.562500 Penalty: 2593.952148
	Iteration 12Q: 3 clusters Score -152296.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -152318.031250 Penalty: 2593.952148
	Iteration 13Q: 3 clusters Score -152318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -152344.953125 Penalty: 2593.952148
	Iteration 14Q: 3 clusters Score -152345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -152385.125000 Penalty: 2593.952148
	Iteration 15Q: 3 clusters Score -152385.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -152443.843750 Penalty: 2593.952148
	Iteration 16Q: 3 clusters Score -152443.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -152497.375000 Penalty: 2593.952148
	Iteration 17Q: 3 clusters Score -152497.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -152535.921875 Penalty: 2593.952148
	Iteration 18Q: 3 clusters Score -152535.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -152578.265625 Penalty: 2593.952148
	Iteration 19Q: 3 clusters Score -152578.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -152602.078125 Penalty: 2593.952148
	Iteration 20F: 3 clusters Score -152602.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -152619.390625 Penalty: 2593.952148
	Iteration 21Q: 3 clusters Score -152619.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -152626.921875 Penalty: 2593.952148
	Iteration 22Q: 3 clusters Score -152626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -152631.625000 Penalty: 2593.952148
	Iteration 23Q: 3 clusters Score -152631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -152635.218750 Penalty: 2593.952148
	Iteration 24Q: 3 clusters Score -152635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -152636.187500 Penalty: 2593.952148
	Iteration 25Q: 3 clusters Score -152636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -152637.453125 Penalty: 2593.952148
	Iteration 26Q: 3 clusters Score -152637.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -152637.921875 Penalty: 2593.952148
	Iteration 27Q: 3 clusters Score -152637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -152638.265625 Penalty: 2593.952148
	Iteration 28Q: 3 clusters Score -152638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -152638.171875 Penalty: 2593.952148
	Iteration 29Q: 3 clusters Score -152638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -152638.171875 Penalty: 2593.952148
	Iteration 30F: 3 clusters Score -152638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 11755 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 38467 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 13892 members 
Mstep: Class 11 contains 137309 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 90980 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 22283 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 13226 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 11640 members 
Mstep: Class 24 contains 4493 members 
Mstep: Class 25 contains 1949 members 
Mstep: Class 26 contains 3342 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 1310 members 
Mstep: Class 30 contains 108228 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 7457 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
Score: -34127168.000000 Penalty: 71552.687500
Splitting cluster 25 changes total score from -34114336.000000 to -34127168.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -175721.187500 Penalty: 1318.577759
	Iteration 0F: 2 clusters Score -175721.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -172790.578125 Penalty: 2637.155518
	Iteration 0F: 3 clusters Score -172790.6 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -173691.750000 Penalty: 2637.155518
	Iteration 1F: 3 clusters Score -173691.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -174091.234375 Penalty: 2637.155518
	Iteration 2F: 3 clusters Score -174091.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -174451.218750 Penalty: 2637.155518
	Iteration 3F: 3 clusters Score -174451.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -174722.421875 Penalty: 2637.155518
	Iteration 4F: 3 clusters Score -174722.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -174887.000000 Penalty: 2637.155518
	Iteration 5F: 3 clusters Score -174887 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -174964.312500 Penalty: 2637.155518
	Iteration 6Q: 3 clusters Score -174964.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -175018.578125 Penalty: 2637.155518
	Iteration 7Q: 3 clusters Score -175018.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -175054.718750 Penalty: 2637.155518
	Iteration 8Q: 3 clusters Score -175054.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -175078.546875 Penalty: 2637.155518
	Iteration 9Q: 3 clusters Score -175078.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -175097.734375 Penalty: 2637.155518
	Iteration 10Q: 3 clusters Score -175097.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -175112.781250 Penalty: 2637.155518
	Iteration 11Q: 3 clusters Score -175112.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -175118.390625 Penalty: 2637.155518
	Iteration 12Q: 3 clusters Score -175118.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -175122.750000 Penalty: 2637.155518
	Iteration 13Q: 3 clusters Score -175122.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -175130.734375 Penalty: 2637.155518
	Iteration 14Q: 3 clusters Score -175130.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -175135.062500 Penalty: 2637.155518
	Iteration 15Q: 3 clusters Score -175135.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -175137.015625 Penalty: 2637.155518
	Iteration 16Q: 3 clusters Score -175137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -175138.546875 Penalty: 2637.155518
	Iteration 17Q: 3 clusters Score -175138.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -175140.000000 Penalty: 2637.155518
	Iteration 18Q: 3 clusters Score -175140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -175140.281250 Penalty: 2637.155518
	Iteration 19Q: 3 clusters Score -175140.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -175140.281250 Penalty: 2637.155518
	Iteration 20F: 3 clusters Score -175140.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Entering Unmasked Estep 
Score: -653304.750000 Penalty: 1526.537598
	Iteration 0F: 2 clusters Score -653304.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -644802.125000 Penalty: 3053.075195
	Iteration 0F: 3 clusters Score -644802.1 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -647679.625000 Penalty: 3053.075195
	Iteration 1F: 3 clusters Score -647679.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -647937.375000 Penalty: 3053.075195
	Iteration 2F: 3 clusters Score -647937.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -648152.937500 Penalty: 3053.075195
	Iteration 3Q: 3 clusters Score -648152.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -648353.312500 Penalty: 3053.075195
	Iteration 4Q: 3 clusters Score -648353.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -648568.250000 Penalty: 3053.075195
	Iteration 5Q: 3 clusters Score -648568.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -648776.437500 Penalty: 3053.075195
	Iteration 6Q: 3 clusters Score -648776.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -649005.125000 Penalty: 3053.075195
	Iteration 7Q: 3 clusters Score -649005.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -649251.562500 Penalty: 3053.075195
	Iteration 8Q: 3 clusters Score -649251.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -649500.562500 Penalty: 3053.075195
	Iteration 9Q: 3 clusters Score -649500.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -649778.625000 Penalty: 3053.075195
	Iteration 10Q: 3 clusters Score -649778.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -650045.812500 Penalty: 3053.075195
	Iteration 11Q: 3 clusters Score -650045.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -650258.125000 Penalty: 3053.075195
	Iteration 12Q: 3 clusters Score -650258.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -650394.125000 Penalty: 3053.075195
	Iteration 13Q: 3 clusters Score -650394.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -650494.375000 Penalty: 3053.075195
	Iteration 14Q: 3 clusters Score -650494.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -650548.062500 Penalty: 3053.075195
	Iteration 15Q: 3 clusters Score -650548.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -650589.000000 Penalty: 3053.075195
	Iteration 16Q: 3 clusters Score -650589 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -650619.625000 Penalty: 3053.075195
	Iteration 17Q: 3 clusters Score -650619.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -650642.625000 Penalty: 3053.075195
	Iteration 18Q: 3 clusters Score -650642.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -650661.687500 Penalty: 3053.075195
	Iteration 19Q: 3 clusters Score -650661.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -650672.875000 Penalty: 3053.075195
	Iteration 20F: 3 clusters Score -650672.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -650682.375000 Penalty: 3053.075195
	Iteration 21Q: 3 clusters Score -650682.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -650689.625000 Penalty: 3053.075195
	Iteration 22Q: 3 clusters Score -650689.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -650696.250000 Penalty: 3053.075195
	Iteration 23Q: 3 clusters Score -650696.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -650702.625000 Penalty: 3053.075195
	Iteration 24Q: 3 clusters Score -650702.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -650710.937500 Penalty: 3053.075195
	Iteration 25Q: 3 clusters Score -650710.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -650725.125000 Penalty: 3053.075195
	Iteration 26Q: 3 clusters Score -650725.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -650738.187500 Penalty: 3053.075195
	Iteration 27Q: 3 clusters Score -650738.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -650758.062500 Penalty: 3053.075195
	Iteration 28Q: 3 clusters Score -650758.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -650779.187500 Penalty: 3053.075195
	Iteration 29Q: 3 clusters Score -650779.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -650800.750000 Penalty: 3053.075195
	Iteration 30Q: 3 clusters Score -650800.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -650827.187500 Penalty: 3053.075195
	Iteration 31Q: 3 clusters Score -650827.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -650851.375000 Penalty: 3053.075195
	Iteration 32Q: 3 clusters Score -650851.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -650876.500000 Penalty: 3053.075195
	Iteration 33Q: 3 clusters Score -650876.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -650899.125000 Penalty: 3053.075195
	Iteration 34Q: 3 clusters Score -650899.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -650928.937500 Penalty: 3053.075195
	Iteration 35Q: 3 clusters Score -650928.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -650952.812500 Penalty: 3053.075195
	Iteration 36Q: 3 clusters Score -650952.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -650978.750000 Penalty: 3053.075195
	Iteration 37Q: 3 clusters Score -650978.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -651011.375000 Penalty: 3053.075195
	Iteration 38Q: 3 clusters Score -651011.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -651055.125000 Penalty: 3053.075195
	Iteration 39Q: 3 clusters Score -651055.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -651094.812500 Penalty: 3053.075195
	Iteration 40F: 3 clusters Score -651094.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -651154.687500 Penalty: 3053.075195
	Iteration 41Q: 3 clusters Score -651154.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -651210.812500 Penalty: 3053.075195
	Iteration 42Q: 3 clusters Score -651210.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -651265.812500 Penalty: 3053.075195
	Iteration 43Q: 3 clusters Score -651265.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -651322.125000 Penalty: 3053.075195
	Iteration 44Q: 3 clusters Score -651322.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -651372.437500 Penalty: 3053.075195
	Iteration 45Q: 3 clusters Score -651372.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -651422.875000 Penalty: 3053.075195
	Iteration 46Q: 3 clusters Score -651422.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -651473.250000 Penalty: 3053.075195
	Iteration 47Q: 3 clusters Score -651473.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -651525.500000 Penalty: 3053.075195
	Iteration 48Q: 3 clusters Score -651525.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -651595.000000 Penalty: 3053.075195
	Iteration 49Q: 3 clusters Score -651595 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -651643.062500 Penalty: 3053.075195
	Iteration 50Q: 3 clusters Score -651643.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -651675.687500 Penalty: 3053.075195
	Iteration 51Q: 3 clusters Score -651675.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -651695.375000 Penalty: 3053.075195
	Iteration 52Q: 3 clusters Score -651695.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -651712.437500 Penalty: 3053.075195
	Iteration 53Q: 3 clusters Score -651712.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -651726.375000 Penalty: 3053.075195
	Iteration 54Q: 3 clusters Score -651726.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -651738.187500 Penalty: 3053.075195
	Iteration 55Q: 3 clusters Score -651738.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -651750.750000 Penalty: 3053.075195
	Iteration 56Q: 3 clusters Score -651750.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -651759.312500 Penalty: 3053.075195
	Iteration 57Q: 3 clusters Score -651759.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -651764.750000 Penalty: 3053.075195
	Iteration 58Q: 3 clusters Score -651764.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -651769.875000 Penalty: 3053.075195
	Iteration 59Q: 3 clusters Score -651769.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -651772.875000 Penalty: 3053.075195
	Iteration 60F: 3 clusters Score -651772.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -651775.125000 Penalty: 3053.075195
	Iteration 61Q: 3 clusters Score -651775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -651777.500000 Penalty: 3053.075195
	Iteration 62Q: 3 clusters Score -651777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -651777.687500 Penalty: 3053.075195
	Iteration 63Q: 3 clusters Score -651777.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -651777.875000 Penalty: 3053.075195
	Iteration 64Q: 3 clusters Score -651777.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -651779.562500 Penalty: 3053.075195
	Iteration 65Q: 3 clusters Score -651779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -651783.000000 Penalty: 3053.075195
	Iteration 66Q: 3 clusters Score -651783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -651785.062500 Penalty: 3053.075195
	Iteration 67Q: 3 clusters Score -651785.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -651791.375000 Penalty: 3053.075195
	Iteration 68Q: 3 clusters Score -651791.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -651799.437500 Penalty: 3053.075195
	Iteration 69Q: 3 clusters Score -651799.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -651809.437500 Penalty: 3053.075195
	Iteration 70Q: 3 clusters Score -651809.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -651818.937500 Penalty: 3053.075195
	Iteration 71Q: 3 clusters Score -651818.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -651831.437500 Penalty: 3053.075195
	Iteration 72Q: 3 clusters Score -651831.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -651843.250000 Penalty: 3053.075195
	Iteration 73Q: 3 clusters Score -651843.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -651856.062500 Penalty: 3053.075195
	Iteration 74Q: 3 clusters Score -651856.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -651864.562500 Penalty: 3053.075195
	Iteration 75Q: 3 clusters Score -651864.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -651873.250000 Penalty: 3053.075195
	Iteration 76Q: 3 clusters Score -651873.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -651879.375000 Penalty: 3053.075195
	Iteration 77Q: 3 clusters Score -651879.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -651885.937500 Penalty: 3053.075195
	Iteration 78Q: 3 clusters Score -651885.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -651888.562500 Penalty: 3053.075195
	Iteration 79Q: 3 clusters Score -651888.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -651891.875000 Penalty: 3053.075195
	Iteration 80F: 3 clusters Score -651891.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -651894.812500 Penalty: 3053.075195
	Iteration 81Q: 3 clusters Score -651894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -651896.937500 Penalty: 3053.075195
	Iteration 82Q: 3 clusters Score -651896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -651900.562500 Penalty: 3053.075195
	Iteration 83Q: 3 clusters Score -651900.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -651908.500000 Penalty: 3053.075195
	Iteration 84Q: 3 clusters Score -651908.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -651910.625000 Penalty: 3053.075195
	Iteration 85Q: 3 clusters Score -651910.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -651913.187500 Penalty: 3053.075195
	Iteration 86Q: 3 clusters Score -651913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -651918.062500 Penalty: 3053.075195
	Iteration 87Q: 3 clusters Score -651918.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -651920.125000 Penalty: 3053.075195
	Iteration 88Q: 3 clusters Score -651920.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -651924.875000 Penalty: 3053.075195
	Iteration 89Q: 3 clusters Score -651924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -651925.562500 Penalty: 3053.075195
	Iteration 90Q: 3 clusters Score -651925.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -651932.562500 Penalty: 3053.075195
	Iteration 91Q: 3 clusters Score -651932.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -651936.125000 Penalty: 3053.075195
	Iteration 92Q: 3 clusters Score -651936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -651937.687500 Penalty: 3053.075195
	Iteration 93Q: 3 clusters Score -651937.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -651939.562500 Penalty: 3053.075195
	Iteration 94Q: 3 clusters Score -651939.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -651939.937500 Penalty: 3053.075195
	Iteration 95Q: 3 clusters Score -651939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -651943.437500 Penalty: 3053.075195
	Iteration 96Q: 3 clusters Score -651943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -651943.000000 Penalty: 3053.075195
	Iteration 97Q: 3 clusters Score -651943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -651946.437500 Penalty: 3053.075195
	Iteration 98Q: 3 clusters Score -651946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -651946.875000 Penalty: 3053.075195
	Iteration 99Q: 3 clusters Score -651946.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -651948.125000 Penalty: 3053.075195
	Iteration 100F: 3 clusters Score -651948.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -651952.500000 Penalty: 3053.075195
	Iteration 101Q: 3 clusters Score -651952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -651951.562500 Penalty: 3053.075195
	Iteration 102Q: 3 clusters Score -651951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -651952.812500 Penalty: 3053.075195
	Iteration 103Q: 3 clusters Score -651952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -651954.000000 Penalty: 3053.075195
	Iteration 104Q: 3 clusters Score -651954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -651955.062500 Penalty: 3053.075195
	Iteration 105Q: 3 clusters Score -651955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -651955.250000 Penalty: 3053.075195
	Iteration 106Q: 3 clusters Score -651955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -651954.812500 Penalty: 3053.075195
	Iteration 107Q: 3 clusters Score -651954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -651956.625000 Penalty: 3053.075195
	Iteration 108Q: 3 clusters Score -651956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -651956.375000 Penalty: 3053.075195
	Iteration 109Q: 3 clusters Score -651956.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -651960.812500 Penalty: 3053.075195
	Iteration 110Q: 3 clusters Score -651960.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -651961.312500 Penalty: 3053.075195
	Iteration 111Q: 3 clusters Score -651961.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -651963.250000 Penalty: 3053.075195
	Iteration 112Q: 3 clusters Score -651963.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -651966.437500 Penalty: 3053.075195
	Iteration 113Q: 3 clusters Score -651966.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -651968.500000 Penalty: 3053.075195
	Iteration 114Q: 3 clusters Score -651968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -651969.687500 Penalty: 3053.075195
	Iteration 115Q: 3 clusters Score -651969.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -651971.437500 Penalty: 3053.075195
	Iteration 116Q: 3 clusters Score -651971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -651971.687500 Penalty: 3053.075195
	Iteration 117Q: 3 clusters Score -651971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -651973.250000 Penalty: 3053.075195
	Iteration 118Q: 3 clusters Score -651973.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -651975.312500 Penalty: 3053.075195
	Iteration 119Q: 3 clusters Score -651975.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -651976.000000 Penalty: 3053.075195
	Iteration 120F: 3 clusters Score -651976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -651976.625000 Penalty: 3053.075195
	Iteration 121Q: 3 clusters Score -651976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -651976.687500 Penalty: 3053.075195
	Iteration 122Q: 3 clusters Score -651976.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -651976.500000 Penalty: 3053.075195
	Iteration 123Q: 3 clusters Score -651976.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -651976.875000 Penalty: 3053.075195
	Iteration 124Q: 3 clusters Score -651976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -651976.750000 Penalty: 3053.075195
	Iteration 125Q: 3 clusters Score -651976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -651977.250000 Penalty: 3053.075195
	Iteration 126Q: 3 clusters Score -651977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -651978.500000 Penalty: 3053.075195
	Iteration 127Q: 3 clusters Score -651978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -651977.562500 Penalty: 3053.075195
	Iteration 128Q: 3 clusters Score -651977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -651977.562500 Penalty: 3053.075195
	Iteration 129F: 3 clusters Score -651977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Entering Unmasked Estep 
Score: -164222.859375 Penalty: 1305.152954
	Iteration 0F: 2 clusters Score -164222.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -161494.812500 Penalty: 2610.305908
	Iteration 0F: 3 clusters Score -161494.8 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -162217.828125 Penalty: 2610.305908
	Iteration 1F: 3 clusters Score -162217.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -162391.890625 Penalty: 2610.305908
	Iteration 2F: 3 clusters Score -162391.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -162498.953125 Penalty: 2610.305908
	Iteration 3F: 3 clusters Score -162499 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -162572.718750 Penalty: 2610.305908
	Iteration 4Q: 3 clusters Score -162572.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -162641.484375 Penalty: 2610.305908
	Iteration 5Q: 3 clusters Score -162641.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -162698.703125 Penalty: 2610.305908
	Iteration 6Q: 3 clusters Score -162698.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -162742.718750 Penalty: 2610.305908
	Iteration 7Q: 3 clusters Score -162742.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -162772.156250 Penalty: 2610.305908
	Iteration 8Q: 3 clusters Score -162772.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -162802.250000 Penalty: 2610.305908
	Iteration 9Q: 3 clusters Score -162802.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -162836.453125 Penalty: 2610.305908
	Iteration 10Q: 3 clusters Score -162836.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -162877.000000 Penalty: 2610.305908
	Iteration 11Q: 3 clusters Score -162877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -162919.828125 Penalty: 2610.305908
	Iteration 12Q: 3 clusters Score -162919.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -162967.421875 Penalty: 2610.305908
	Iteration 13Q: 3 clusters Score -162967.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -162998.796875 Penalty: 2610.305908
	Iteration 14Q: 3 clusters Score -162998.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -163022.125000 Penalty: 2610.305908
	Iteration 15Q: 3 clusters Score -163022.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -163041.796875 Penalty: 2610.305908
	Iteration 16Q: 3 clusters Score -163041.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -163054.906250 Penalty: 2610.305908
	Iteration 17Q: 3 clusters Score -163054.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -163070.843750 Penalty: 2610.305908
	Iteration 18Q: 3 clusters Score -163070.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -163089.812500 Penalty: 2610.305908
	Iteration 19Q: 3 clusters Score -163089.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -163119.375000 Penalty: 2610.305908
	Iteration 20F: 3 clusters Score -163119.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -163167.843750 Penalty: 2610.305908
	Iteration 21Q: 3 clusters Score -163167.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -163226.750000 Penalty: 2610.305908
	Iteration 22Q: 3 clusters Score -163226.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -163279.265625 Penalty: 2610.305908
	Iteration 23Q: 3 clusters Score -163279.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -163336.718750 Penalty: 2610.305908
	Iteration 24Q: 3 clusters Score -163336.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -163381.562500 Penalty: 2610.305908
	Iteration 25Q: 3 clusters Score -163381.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -163414.359375 Penalty: 2610.305908
	Iteration 26Q: 3 clusters Score -163414.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -163436.828125 Penalty: 2610.305908
	Iteration 27Q: 3 clusters Score -163436.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -163453.765625 Penalty: 2610.305908
	Iteration 28Q: 3 clusters Score -163453.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -163466.593750 Penalty: 2610.305908
	Iteration 29Q: 3 clusters Score -163466.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -163475.203125 Penalty: 2610.305908
	Iteration 30Q: 3 clusters Score -163475.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -163484.718750 Penalty: 2610.305908
	Iteration 31Q: 3 clusters Score -163484.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -163492.421875 Penalty: 2610.305908
	Iteration 32Q: 3 clusters Score -163492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -163500.921875 Penalty: 2610.305908
	Iteration 33Q: 3 clusters Score -163500.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -163508.093750 Penalty: 2610.305908
	Iteration 34Q: 3 clusters Score -163508.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -163515.250000 Penalty: 2610.305908
	Iteration 35Q: 3 clusters Score -163515.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -163519.109375 Penalty: 2610.305908
	Iteration 36Q: 3 clusters Score -163519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -163522.953125 Penalty: 2610.305908
	Iteration 37Q: 3 clusters Score -163523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -163527.484375 Penalty: 2610.305908
	Iteration 38Q: 3 clusters Score -163527.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -163535.703125 Penalty: 2610.305908
	Iteration 39Q: 3 clusters Score -163535.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -163544.625000 Penalty: 2610.305908
	Iteration 40F: 3 clusters Score -163544.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -163554.437500 Penalty: 2610.305908
	Iteration 41Q: 3 clusters Score -163554.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -163560.390625 Penalty: 2610.305908
	Iteration 42Q: 3 clusters Score -163560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -163565.906250 Penalty: 2610.305908
	Iteration 43Q: 3 clusters Score -163565.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -163573.093750 Penalty: 2610.305908
	Iteration 44Q: 3 clusters Score -163573.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -163576.203125 Penalty: 2610.305908
	Iteration 45Q: 3 clusters Score -163576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -163577.796875 Penalty: 2610.305908
	Iteration 46Q: 3 clusters Score -163577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -163579.187500 Penalty: 2610.305908
	Iteration 47Q: 3 clusters Score -163579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -163579.562500 Penalty: 2610.305908
	Iteration 48Q: 3 clusters Score -163579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -163580.687500 Penalty: 2610.305908
	Iteration 49Q: 3 clusters Score -163580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -163581.218750 Penalty: 2610.305908
	Iteration 50Q: 3 clusters Score -163581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -163581.484375 Penalty: 2610.305908
	Iteration 51Q: 3 clusters Score -163581.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -163582.453125 Penalty: 2610.305908
	Iteration 52Q: 3 clusters Score -163582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -163584.125000 Penalty: 2610.305908
	Iteration 53Q: 3 clusters Score -163584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -163584.734375 Penalty: 2610.305908
	Iteration 54Q: 3 clusters Score -163584.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -163585.015625 Penalty: 2610.305908
	Iteration 55Q: 3 clusters Score -163585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -163585.531250 Penalty: 2610.305908
	Iteration 56Q: 3 clusters Score -163585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -163585.937500 Penalty: 2610.305908
	Iteration 57Q: 3 clusters Score -163585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -163587.328125 Penalty: 2610.305908
	Iteration 58Q: 3 clusters Score -163587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -163589.812500 Penalty: 2610.305908
	Iteration 59Q: 3 clusters Score -163589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -163589.890625 Penalty: 2610.305908
	Iteration 60F: 3 clusters Score -163589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -163591.140625 Penalty: 2610.305908
	Iteration 61Q: 3 clusters Score -163591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -163592.046875 Penalty: 2610.305908
	Iteration 62Q: 3 clusters Score -163592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -163592.718750 Penalty: 2610.305908
	Iteration 63Q: 3 clusters Score -163592.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -163593.359375 Penalty: 2610.305908
	Iteration 64Q: 3 clusters Score -163593.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -163595.828125 Penalty: 2610.305908
	Iteration 65Q: 3 clusters Score -163595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -163596.625000 Penalty: 2610.305908
	Iteration 66Q: 3 clusters Score -163596.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -163597.859375 Penalty: 2610.305908
	Iteration 67Q: 3 clusters Score -163597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -163599.468750 Penalty: 2610.305908
	Iteration 68Q: 3 clusters Score -163599.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -163601.218750 Penalty: 2610.305908
	Iteration 69Q: 3 clusters Score -163601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -163601.390625 Penalty: 2610.305908
	Iteration 70Q: 3 clusters Score -163601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -163602.984375 Penalty: 2610.305908
	Iteration 71Q: 3 clusters Score -163603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -163605.031250 Penalty: 2610.305908
	Iteration 72Q: 3 clusters Score -163605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -163607.234375 Penalty: 2610.305908
	Iteration 73Q: 3 clusters Score -163607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -163610.156250 Penalty: 2610.305908
	Iteration 74Q: 3 clusters Score -163610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -163613.875000 Penalty: 2610.305908
	Iteration 75Q: 3 clusters Score -163613.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -163617.015625 Penalty: 2610.305908
	Iteration 76Q: 3 clusters Score -163617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -163621.937500 Penalty: 2610.305908
	Iteration 77Q: 3 clusters Score -163621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -163626.937500 Penalty: 2610.305908
	Iteration 78Q: 3 clusters Score -163626.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -163630.093750 Penalty: 2610.305908
	Iteration 79Q: 3 clusters Score -163630.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -163634.796875 Penalty: 2610.305908
	Iteration 80F: 3 clusters Score -163634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -163641.687500 Penalty: 2610.305908
	Iteration 81Q: 3 clusters Score -163641.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -163648.625000 Penalty: 2610.305908
	Iteration 82Q: 3 clusters Score -163648.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -163657.937500 Penalty: 2610.305908
	Iteration 83Q: 3 clusters Score -163657.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -163664.031250 Penalty: 2610.305908
	Iteration 84Q: 3 clusters Score -163664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -163674.093750 Penalty: 2610.305908
	Iteration 85Q: 3 clusters Score -163674.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -163678.843750 Penalty: 2610.305908
	Iteration 86Q: 3 clusters Score -163678.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -163682.171875 Penalty: 2610.305908
	Iteration 87Q: 3 clusters Score -163682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -163684.265625 Penalty: 2610.305908
	Iteration 88Q: 3 clusters Score -163684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -163688.750000 Penalty: 2610.305908
	Iteration 89Q: 3 clusters Score -163688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -163692.640625 Penalty: 2610.305908
	Iteration 90Q: 3 clusters Score -163692.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -163698.593750 Penalty: 2610.305908
	Iteration 91Q: 3 clusters Score -163698.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -163705.796875 Penalty: 2610.305908
	Iteration 92Q: 3 clusters Score -163705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -163709.500000 Penalty: 2610.305908
	Iteration 93Q: 3 clusters Score -163709.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -163714.906250 Penalty: 2610.305908
	Iteration 94Q: 3 clusters Score -163714.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -163720.578125 Penalty: 2610.305908
	Iteration 95Q: 3 clusters Score -163720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -163722.562500 Penalty: 2610.305908
	Iteration 96Q: 3 clusters Score -163722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -163723.828125 Penalty: 2610.305908
	Iteration 97Q: 3 clusters Score -163723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -163724.625000 Penalty: 2610.305908
	Iteration 98Q: 3 clusters Score -163724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -163725.421875 Penalty: 2610.305908
	Iteration 99Q: 3 clusters Score -163725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -163726.171875 Penalty: 2610.305908
	Iteration 100F: 3 clusters Score -163726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -163726.531250 Penalty: 2610.305908
	Iteration 101Q: 3 clusters Score -163726.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -163726.531250 Penalty: 2610.305908
	Iteration 102F: 3 clusters Score -163726.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -67072.726562 Penalty: 1166.389648
	Iteration 0F: 2 clusters Score -67072.73 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 680 members 
Entering Unmasked Estep 
Score: -65419.218750 Penalty: 2332.779297
	Iteration 0F: 3 clusters Score -65419.22 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65715.023438 Penalty: 2332.779297
	Iteration 1F: 3 clusters Score -65715.02 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -65800.281250 Penalty: 2332.779297
	Iteration 2F: 3 clusters Score -65800.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -65842.296875 Penalty: 2332.779297
	Iteration 3Q: 3 clusters Score -65842.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -65869.507812 Penalty: 2332.779297
	Iteration 4Q: 3 clusters Score -65869.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -65885.015625 Penalty: 2332.779297
	Iteration 5Q: 3 clusters Score -65885.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -65898.687500 Penalty: 2332.779297
	Iteration 6Q: 3 clusters Score -65898.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65907.937500 Penalty: 2332.779297
	Iteration 7Q: 3 clusters Score -65907.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -65914.398438 Penalty: 2332.779297
	Iteration 8Q: 3 clusters Score -65914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -65921.406250 Penalty: 2332.779297
	Iteration 9Q: 3 clusters Score -65921.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -65926.804688 Penalty: 2332.779297
	Iteration 10Q: 3 clusters Score -65926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -65932.429688 Penalty: 2332.779297
	Iteration 11Q: 3 clusters Score -65932.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -65938.390625 Penalty: 2332.779297
	Iteration 12Q: 3 clusters Score -65938.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -65940.648438 Penalty: 2332.779297
	Iteration 13Q: 3 clusters Score -65940.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -65940.648438 Penalty: 2332.779297
	Iteration 14F: 3 clusters Score -65940.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 11755 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 38467 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 13892 members 
Mstep: Class 11 contains 137309 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 90980 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 22283 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 13226 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 11640 members 
Mstep: Class 24 contains 4493 members 
Mstep: Class 25 contains 1949 members 
Mstep: Class 26 contains 3342 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34132248.000000 Penalty: 71552.687500
Iteration 79Q: 34 clusters Score -3.413225e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 11663 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 12086 members 
Mstep: Class 6 contains 9330 members 
Mstep: Class 7 contains 3757 members 
Mstep: Class 8 contains 38761 members 
Mstep: Class 9 contains 7706 members 
Mstep: Class 10 contains 13873 members 
Mstep: Class 11 contains 137841 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 3193 members 
Mstep: Class 14 contains 91695 members 
Mstep: Class 15 contains 15014 members 
Mstep: Class 16 contains 2255 members 
Mstep: Class 17 contains 7783 members 
Mstep: Class 18 contains 22750 members 
Mstep: Class 19 contains 1600 members 
Mstep: Class 20 contains 13176 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 2452 members 
Mstep: Class 23 contains 11850 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 1966 members 
Mstep: Class 26 contains 3363 members 
Mstep: Class 27 contains 12201 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 1328 members 
Mstep: Class 30 contains 105579 members 
Mstep: Class 31 contains 1071 members 
Mstep: Class 32 contains 7303 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34135044.000000 Penalty: 71552.687500
Iteration 80F: 34 clusters Score -3.413504e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 11558 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 11654 members 
Mstep: Class 6 contains 9290 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 38853 members 
Mstep: Class 9 contains 7728 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 138275 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 3238 members 
Mstep: Class 14 contains 91820 members 
Mstep: Class 15 contains 14985 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 22931 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 13141 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 2449 members 
Mstep: Class 23 contains 11761 members 
Mstep: Class 24 contains 4542 members 
Mstep: Class 25 contains 1966 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 12246 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 105171 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 7350 members 
Mstep: Class 33 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34135904.000000 Penalty: 71552.687500
Iteration 81Q: 34 clusters Score -3.41359e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 11851 members 
Mstep: Class 3 contains 11622 members 
Mstep: Class 4 contains 4356 members 
Mstep: Class 5 contains 11306 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 38904 members 
Mstep: Class 9 contains 7734 members 
Mstep: Class 10 contains 13767 members 
Mstep: Class 11 contains 138739 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 91942 members 
Mstep: Class 15 contains 14957 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 7842 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 13136 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 22 contains 2443 members 
Mstep: Class 23 contains 11725 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 12288 members 
Mstep: Class 28 contains 3069 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 104645 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 7359 members 
Mstep: Class 33 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34136408.000000 Penalty: 71552.687500
Iteration 82Q: 34 clusters Score -3.413641e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 11873 members 
Mstep: Class 3 contains 11651 members 
Mstep: Class 4 contains 4335 members 
Mstep: Class 5 contains 11028 members 
Mstep: Class 6 contains 9183 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 38925 members 
Mstep: Class 9 contains 7739 members 
Mstep: Class 10 contains 13736 members 
Mstep: Class 11 contains 139132 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 14 contains 91996 members 
Mstep: Class 15 contains 14931 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 7785 members 
Mstep: Class 18 contains 23192 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 13132 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 2430 members 
Mstep: Class 23 contains 11705 members 
Mstep: Class 24 contains 4545 members 
Mstep: Class 25 contains 1969 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 12330 members 
Mstep: Class 28 contains 3070 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 104291 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 7360 members 
Mstep: Class 33 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34136804.000000 Penalty: 71552.687500
Iteration 83Q: 34 clusters Score -3.41368e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 10814 members 
Mstep: Class 6 contains 9112 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 38942 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 13707 members 
Mstep: Class 11 contains 139454 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 3406 members 
Mstep: Class 14 contains 92032 members 
Mstep: Class 15 contains 14898 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 18 contains 23294 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 2418 members 
Mstep: Class 23 contains 11699 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 1968 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 12354 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 103987 members 
Mstep: Class 31 contains 1258 members 
Mstep: Class 32 contains 7347 members 
Mstep: Class 33 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137272.000000 Penalty: 71552.687500
Iteration 84Q: 34 clusters Score -3.413727e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 11925 members 
Mstep: Class 3 contains 11785 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 10644 members 
Mstep: Class 6 contains 9038 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 38948 members 
Mstep: Class 9 contains 7725 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 139738 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 3469 members 
Mstep: Class 14 contains 92033 members 
Mstep: Class 15 contains 14899 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 7670 members 
Mstep: Class 18 contains 23381 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 11691 members 
Mstep: Class 24 contains 4559 members 
Mstep: Class 25 contains 1968 members 
Mstep: Class 26 contains 3646 members 
Mstep: Class 27 contains 12375 members 
Mstep: Class 28 contains 3082 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 103752 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 7334 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137340.000000 Penalty: 71552.687500
Iteration 85Q: 34 clusters Score -3.413734e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 11941 members 
Mstep: Class 3 contains 11849 members 
Mstep: Class 4 contains 4278 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 8965 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 11 contains 139998 members 
Mstep: Class 12 contains 6133 members 
Mstep: Class 13 contains 3535 members 
Mstep: Class 14 contains 92031 members 
Mstep: Class 15 contains 14915 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 7586 members 
Mstep: Class 18 contains 23488 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 2215 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 11685 members 
Mstep: Class 24 contains 4575 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 3743 members 
Mstep: Class 27 contains 12407 members 
Mstep: Class 28 contains 3089 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 103551 members 
Mstep: Class 31 contains 1331 members 
Mstep: Class 32 contains 7326 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137588.000000 Penalty: 71552.687500
Iteration 86Q: 34 clusters Score -3.413759e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 11949 members 
Mstep: Class 3 contains 11886 members 
Mstep: Class 4 contains 4248 members 
Mstep: Class 5 contains 10341 members 
Mstep: Class 6 contains 8899 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 38968 members 
Mstep: Class 9 contains 7646 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 140224 members 
Mstep: Class 12 contains 6053 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 92027 members 
Mstep: Class 15 contains 14918 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 7480 members 
Mstep: Class 18 contains 23583 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 2380 members 
Mstep: Class 23 contains 11685 members 
Mstep: Class 24 contains 4600 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 12442 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 103396 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 7321 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34137884.000000 Penalty: 71552.687500
Iteration 87Q: 34 clusters Score -3.413788e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 11955 members 
Mstep: Class 3 contains 11914 members 
Mstep: Class 4 contains 4233 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 8843 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 38972 members 
Mstep: Class 9 contains 7580 members 
Mstep: Class 10 contains 13619 members 
Mstep: Class 11 contains 140396 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 92013 members 
Mstep: Class 15 contains 14913 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 18 contains 23678 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 13045 members 
Mstep: Class 21 contains 2208 members 
Mstep: Class 22 contains 2368 members 
Mstep: Class 23 contains 11681 members 
Mstep: Class 24 contains 4610 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 3970 members 
Mstep: Class 27 contains 12506 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 1368 members 
Mstep: Class 30 contains 103292 members 
Mstep: Class 31 contains 1353 members 
Mstep: Class 32 contains 7322 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138076.000000 Penalty: 71552.687500
Iteration 88Q: 34 clusters Score -3.413808e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 11954 members 
Mstep: Class 3 contains 11942 members 
Mstep: Class 4 contains 4211 members 
Mstep: Class 5 contains 10141 members 
Mstep: Class 6 contains 8808 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 38989 members 
Mstep: Class 9 contains 7520 members 
Mstep: Class 10 contains 13590 members 
Mstep: Class 11 contains 140556 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 3753 members 
Mstep: Class 14 contains 92003 members 
Mstep: Class 15 contains 14904 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 20 contains 13042 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 11676 members 
Mstep: Class 24 contains 4615 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4058 members 
Mstep: Class 27 contains 12571 members 
Mstep: Class 28 contains 3102 members 
Mstep: Class 29 contains 1366 members 
Mstep: Class 30 contains 103191 members 
Mstep: Class 31 contains 1364 members 
Mstep: Class 32 contains 7312 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138304.000000 Penalty: 71552.687500
Iteration 89Q: 34 clusters Score -3.41383e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 11948 members 
Mstep: Class 3 contains 11961 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 10048 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 39009 members 
Mstep: Class 9 contains 7455 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 140689 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 91970 members 
Mstep: Class 15 contains 14894 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 17 contains 7169 members 
Mstep: Class 18 contains 23851 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 2355 members 
Mstep: Class 23 contains 11665 members 
Mstep: Class 24 contains 4618 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 12638 members 
Mstep: Class 28 contains 3106 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 103101 members 
Mstep: Class 31 contains 1374 members 
Mstep: Class 32 contains 7304 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138588.000000 Penalty: 71552.687500
Iteration 90Q: 34 clusters Score -3.413859e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 11947 members 
Mstep: Class 3 contains 11973 members 
Mstep: Class 4 contains 4182 members 
Mstep: Class 5 contains 9967 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 39015 members 
Mstep: Class 9 contains 7392 members 
Mstep: Class 10 contains 13498 members 
Mstep: Class 11 contains 140769 members 
Mstep: Class 12 contains 5998 members 
Mstep: Class 13 contains 3844 members 
Mstep: Class 14 contains 91945 members 
Mstep: Class 15 contains 14889 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 18 contains 23967 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 13026 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 12726 members 
Mstep: Class 28 contains 3110 members 
Mstep: Class 29 contains 1366 members 
Mstep: Class 30 contains 103018 members 
Mstep: Class 31 contains 1380 members 
Mstep: Class 32 contains 7301 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138832.000000 Penalty: 71552.687500
Iteration 91Q: 34 clusters Score -3.413883e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 11947 members 
Mstep: Class 3 contains 11964 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 9911 members 
Mstep: Class 6 contains 8756 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 39024 members 
Mstep: Class 9 contains 7331 members 
Mstep: Class 10 contains 13442 members 
Mstep: Class 11 contains 140837 members 
Mstep: Class 12 contains 6036 members 
Mstep: Class 13 contains 3876 members 
Mstep: Class 14 contains 91920 members 
Mstep: Class 15 contains 14869 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 6961 members 
Mstep: Class 18 contains 24070 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 11636 members 
Mstep: Class 24 contains 4619 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 4297 members 
Mstep: Class 27 contains 12824 members 
Mstep: Class 28 contains 3110 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 102951 members 
Mstep: Class 31 contains 1382 members 
Mstep: Class 32 contains 7298 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34138972.000000 Penalty: 71552.687500
Iteration 92Q: 34 clusters Score -3.413897e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 11948 members 
Mstep: Class 3 contains 11973 members 
Mstep: Class 4 contains 4152 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 8747 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 39034 members 
Mstep: Class 9 contains 7272 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 140893 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 3903 members 
Mstep: Class 14 contains 91888 members 
Mstep: Class 15 contains 14869 members 
Mstep: Class 16 contains 2217 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 24186 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 13016 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11626 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 4358 members 
Mstep: Class 27 contains 12935 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 102886 members 
Mstep: Class 31 contains 1388 members 
Mstep: Class 32 contains 7297 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139212.000000 Penalty: 71552.687500
Iteration 93Q: 34 clusters Score -3.413921e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 11949 members 
Mstep: Class 3 contains 11977 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 9827 members 
Mstep: Class 6 contains 8740 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 39040 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 13316 members 
Mstep: Class 11 contains 140949 members 
Mstep: Class 12 contains 6097 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 14 contains 91844 members 
Mstep: Class 15 contains 14865 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 6702 members 
Mstep: Class 18 contains 24290 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 13018 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11617 members 
Mstep: Class 24 contains 4635 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 4406 members 
Mstep: Class 27 contains 13044 members 
Mstep: Class 28 contains 3101 members 
Mstep: Class 29 contains 1373 members 
Mstep: Class 30 contains 102823 members 
Mstep: Class 31 contains 1392 members 
Mstep: Class 32 contains 7294 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139152.000000 Penalty: 71552.687500
Iteration 94Q: 34 clusters Score -3.413915e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 11955 members 
Mstep: Class 3 contains 11987 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 9808 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 39060 members 
Mstep: Class 9 contains 7181 members 
Mstep: Class 10 contains 13260 members 
Mstep: Class 11 contains 140994 members 
Mstep: Class 12 contains 6124 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 91790 members 
Mstep: Class 15 contains 14872 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 24393 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 2345 members 
Mstep: Class 23 contains 11600 members 
Mstep: Class 24 contains 4638 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4443 members 
Mstep: Class 27 contains 13135 members 
Mstep: Class 28 contains 3103 members 
Mstep: Class 29 contains 1378 members 
Mstep: Class 30 contains 102764 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 7293 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139316.000000 Penalty: 71552.687500
Iteration 95Q: 34 clusters Score -3.413932e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 11957 members 
Mstep: Class 3 contains 12010 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 9791 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 39073 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 13208 members 
Mstep: Class 11 contains 141023 members 
Mstep: Class 12 contains 6143 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 91736 members 
Mstep: Class 15 contains 14874 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 6451 members 
Mstep: Class 18 contains 24504 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 13009 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2343 members 
Mstep: Class 23 contains 11587 members 
Mstep: Class 24 contains 4638 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 4476 members 
Mstep: Class 27 contains 13222 members 
Mstep: Class 28 contains 3109 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 102725 members 
Mstep: Class 31 contains 1400 members 
Mstep: Class 32 contains 7289 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139344.000000 Penalty: 71552.687500
Iteration 96Q: 34 clusters Score -3.413934e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 11962 members 
Mstep: Class 3 contains 12027 members 
Mstep: Class 4 contains 4132 members 
Mstep: Class 5 contains 9778 members 
Mstep: Class 6 contains 8720 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 39085 members 
Mstep: Class 9 contains 7100 members 
Mstep: Class 10 contains 13165 members 
Mstep: Class 11 contains 141051 members 
Mstep: Class 12 contains 6160 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 91678 members 
Mstep: Class 15 contains 14879 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 24624 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 13007 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 11580 members 
Mstep: Class 24 contains 4636 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 4502 members 
Mstep: Class 27 contains 13301 members 
Mstep: Class 28 contains 3118 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 102675 members 
Mstep: Class 31 contains 1402 members 
Mstep: Class 32 contains 7289 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139508.000000 Penalty: 71552.687500
Iteration 97Q: 34 clusters Score -3.413951e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 9763 members 
Mstep: Class 6 contains 8719 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 39085 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 13125 members 
Mstep: Class 11 contains 141071 members 
Mstep: Class 12 contains 6167 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 14 contains 91611 members 
Mstep: Class 15 contains 14886 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 6183 members 
Mstep: Class 18 contains 24758 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 12997 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11576 members 
Mstep: Class 24 contains 4637 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 4522 members 
Mstep: Class 27 contains 13376 members 
Mstep: Class 28 contains 3118 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 102636 members 
Mstep: Class 31 contains 1403 members 
Mstep: Class 32 contains 7286 members 
Mstep: Class 33 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139656.000000 Penalty: 71552.687500
Iteration 98Q: 34 clusters Score -3.413966e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 12054 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 9730 members 
Mstep: Class 6 contains 8713 members 
Mstep: Class 7 contains 3780 members 
Mstep: Class 8 contains 39092 members 
Mstep: Class 9 contains 7040 members 
Mstep: Class 10 contains 13094 members 
Mstep: Class 11 contains 141095 members 
Mstep: Class 12 contains 6186 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 91526 members 
Mstep: Class 15 contains 14880 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 24905 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 12997 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11579 members 
Mstep: Class 24 contains 4635 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 4544 members 
Mstep: Class 27 contains 13450 members 
Mstep: Class 28 contains 3116 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 102574 members 
Mstep: Class 31 contains 1401 members 
Mstep: Class 32 contains 7281 members 
Mstep: Class 33 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139740.000000 Penalty: 71552.687500
Iteration 99Q: 34 clusters Score -3.413974e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 11985 members 
Mstep: Class 3 contains 12076 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 9708 members 
Mstep: Class 6 contains 8709 members 
Mstep: Class 7 contains 3780 members 
Mstep: Class 8 contains 39103 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 10 contains 13075 members 
Mstep: Class 11 contains 141118 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 91449 members 
Mstep: Class 15 contains 14876 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 5961 members 
Mstep: Class 18 contains 25031 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2345 members 
Mstep: Class 23 contains 11573 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 13504 members 
Mstep: Class 28 contains 3114 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 102512 members 
Mstep: Class 31 contains 1401 members 
Mstep: Class 32 contains 7280 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139780.000000 Penalty: 71552.687500
Iteration 100F: 34 clusters Score -3.413978e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 11994 members 
Mstep: Class 3 contains 12087 members 
Mstep: Class 4 contains 4120 members 
Mstep: Class 5 contains 9691 members 
Mstep: Class 6 contains 8687 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 39110 members 
Mstep: Class 9 contains 6996 members 
Mstep: Class 10 contains 13050 members 
Mstep: Class 11 contains 141126 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 4074 members 
Mstep: Class 14 contains 91386 members 
Mstep: Class 15 contains 14876 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 17 contains 5870 members 
Mstep: Class 18 contains 25163 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 13001 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11569 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 13551 members 
Mstep: Class 28 contains 3110 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 102459 members 
Mstep: Class 31 contains 1451 members 
Mstep: Class 32 contains 7278 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139996.000000 Penalty: 71552.687500
Iteration 101Q: 34 clusters Score -3.414e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 9671 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 8 contains 39122 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 13011 members 
Mstep: Class 11 contains 141123 members 
Mstep: Class 12 contains 6228 members 
Mstep: Class 13 contains 4090 members 
Mstep: Class 14 contains 91319 members 
Mstep: Class 15 contains 14878 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 25292 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 12997 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11567 members 
Mstep: Class 24 contains 4580 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 4600 members 
Mstep: Class 27 contains 13596 members 
Mstep: Class 28 contains 3110 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 102411 members 
Mstep: Class 31 contains 1477 members 
Mstep: Class 32 contains 7274 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140036.000000 Penalty: 71552.687500
Iteration 102Q: 34 clusters Score -3.414004e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 12023 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 9653 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 39136 members 
Mstep: Class 9 contains 6934 members 
Mstep: Class 10 contains 12980 members 
Mstep: Class 11 contains 141131 members 
Mstep: Class 12 contains 6238 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 91264 members 
Mstep: Class 15 contains 14884 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 5710 members 
Mstep: Class 18 contains 25388 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 13000 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11557 members 
Mstep: Class 24 contains 4580 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 13631 members 
Mstep: Class 28 contains 3108 members 
Mstep: Class 29 contains 1390 members 
Mstep: Class 30 contains 102374 members 
Mstep: Class 31 contains 1487 members 
Mstep: Class 32 contains 7272 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140088.000000 Penalty: 71552.687500
Iteration 103Q: 34 clusters Score -3.414009e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 12026 members 
Mstep: Class 3 contains 12114 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 9647 members 
Mstep: Class 6 contains 8626 members 
Mstep: Class 7 contains 3783 members 
Mstep: Class 8 contains 39152 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 12939 members 
Mstep: Class 11 contains 141148 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 4116 members 
Mstep: Class 14 contains 91198 members 
Mstep: Class 15 contains 14891 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 25487 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 13003 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 11557 members 
Mstep: Class 24 contains 4577 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 13653 members 
Mstep: Class 28 contains 3108 members 
Mstep: Class 29 contains 1390 members 
Mstep: Class 30 contains 102349 members 
Mstep: Class 31 contains 1499 members 
Mstep: Class 32 contains 7272 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140124.000000 Penalty: 71552.687500
Iteration 104Q: 34 clusters Score -3.414012e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 12028 members 
Mstep: Class 3 contains 12126 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 9648 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 39161 members 
Mstep: Class 9 contains 6878 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 141156 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 91142 members 
Mstep: Class 15 contains 14897 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 5498 members 
Mstep: Class 18 contains 25591 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 13009 members 
Mstep: Class 21 contains 2212 members 
Mstep: Class 22 contains 2345 members 
Mstep: Class 23 contains 11561 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 4652 members 
Mstep: Class 27 contains 13680 members 
Mstep: Class 28 contains 3111 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 102327 members 
Mstep: Class 31 contains 1502 members 
Mstep: Class 32 contains 7274 members 
Mstep: Class 33 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140156.000000 Penalty: 71552.687500
Iteration 105Q: 34 clusters Score -3.414016e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 12033 members 
Mstep: Class 3 contains 12139 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 9649 members 
Mstep: Class 6 contains 8613 members 
Mstep: Class 7 contains 3791 members 
Mstep: Class 8 contains 39169 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 12875 members 
Mstep: Class 11 contains 141164 members 
Mstep: Class 12 contains 6273 members 
Mstep: Class 13 contains 4134 members 
Mstep: Class 14 contains 91094 members 
Mstep: Class 15 contains 14904 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 2212 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11560 members 
Mstep: Class 24 contains 4577 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 4669 members 
Mstep: Class 27 contains 13706 members 
Mstep: Class 28 contains 3108 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 102308 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7274 members 
Mstep: Class 33 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140192.000000 Penalty: 71552.687500
Iteration 106Q: 34 clusters Score -3.414019e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 12043 members 
Mstep: Class 3 contains 12149 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 9651 members 
Mstep: Class 6 contains 8603 members 
Mstep: Class 7 contains 3792 members 
Mstep: Class 8 contains 39171 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 10 contains 12833 members 
Mstep: Class 11 contains 141176 members 
Mstep: Class 12 contains 6287 members 
Mstep: Class 13 contains 4144 members 
Mstep: Class 14 contains 91067 members 
Mstep: Class 15 contains 14907 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 25770 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 13008 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11558 members 
Mstep: Class 24 contains 4577 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 4683 members 
Mstep: Class 27 contains 13733 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 102290 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7266 members 
Mstep: Class 33 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140208.000000 Penalty: 71552.687500
Iteration 107Q: 34 clusters Score -3.414021e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 12055 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 9651 members 
Mstep: Class 6 contains 8590 members 
Mstep: Class 7 contains 3794 members 
Mstep: Class 8 contains 39185 members 
Mstep: Class 9 contains 6821 members 
Mstep: Class 10 contains 12793 members 
Mstep: Class 11 contains 141190 members 
Mstep: Class 12 contains 6309 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 91032 members 
Mstep: Class 15 contains 14902 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 25853 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 11557 members 
Mstep: Class 24 contains 4576 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 13760 members 
Mstep: Class 28 contains 3102 members 
Mstep: Class 29 contains 1390 members 
Mstep: Class 30 contains 102274 members 
Mstep: Class 31 contains 1505 members 
Mstep: Class 32 contains 7253 members 
Mstep: Class 33 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140312.000000 Penalty: 71552.687500
Iteration 108Q: 34 clusters Score -3.414031e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 12065 members 
Mstep: Class 3 contains 12165 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 9653 members 
Mstep: Class 6 contains 8579 members 
Mstep: Class 7 contains 3798 members 
Mstep: Class 8 contains 39198 members 
Mstep: Class 9 contains 6796 members 
Mstep: Class 10 contains 12779 members 
Mstep: Class 11 contains 141194 members 
Mstep: Class 12 contains 6317 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 90994 members 
Mstep: Class 15 contains 14907 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 5102 members 
Mstep: Class 18 contains 25940 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 13027 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 11558 members 
Mstep: Class 24 contains 4577 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 13783 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 1390 members 
Mstep: Class 30 contains 102254 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7245 members 
Mstep: Class 33 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140404.000000 Penalty: 71552.687500
Iteration 109Q: 34 clusters Score -3.41404e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 12065 members 
Mstep: Class 3 contains 12171 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 9648 members 
Mstep: Class 6 contains 8574 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 39219 members 
Mstep: Class 9 contains 6770 members 
Mstep: Class 10 contains 12770 members 
Mstep: Class 11 contains 141208 members 
Mstep: Class 12 contains 6323 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 90964 members 
Mstep: Class 15 contains 14911 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 5016 members 
Mstep: Class 18 contains 26001 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 11559 members 
Mstep: Class 24 contains 4578 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 13800 members 
Mstep: Class 28 contains 3111 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 102229 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7239 members 
Mstep: Class 33 contains 976 members 
Entering Unmasked Estep 
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Iteration 110Q: 34 clusters Score -3.414047e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 12182 members 
Mstep: Class 4 contains 4080 members 
Mstep: Class 5 contains 9650 members 
Mstep: Class 6 contains 8570 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 8 contains 39227 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 12765 members 
Mstep: Class 11 contains 141210 members 
Mstep: Class 12 contains 6325 members 
Mstep: Class 13 contains 4178 members 
Mstep: Class 14 contains 90930 members 
Mstep: Class 15 contains 14916 members 
Mstep: Class 16 contains 2231 members 
Mstep: Class 17 contains 4926 members 
Mstep: Class 18 contains 26079 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 13043 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 11560 members 
Mstep: Class 24 contains 4583 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 13829 members 
Mstep: Class 28 contains 3115 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 102198 members 
Mstep: Class 31 contains 1507 members 
Mstep: Class 32 contains 7224 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 34 clusters Score -3.414059e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 12188 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 9656 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 39232 members 
Mstep: Class 9 contains 6729 members 
Mstep: Class 10 contains 12764 members 
Mstep: Class 11 contains 141212 members 
Mstep: Class 12 contains 6334 members 
Mstep: Class 13 contains 4184 members 
Mstep: Class 14 contains 90900 members 
Mstep: Class 15 contains 14923 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 4836 members 
Mstep: Class 18 contains 26159 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11558 members 
Mstep: Class 24 contains 4586 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 13854 members 
Mstep: Class 28 contains 3118 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 102168 members 
Mstep: Class 31 contains 1508 members 
Mstep: Class 32 contains 7216 members 
Mstep: Class 33 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140620.000000 Penalty: 71552.687500
Iteration 112Q: 34 clusters Score -3.414062e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 12073 members 
Mstep: Class 3 contains 12196 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 9649 members 
Mstep: Class 6 contains 8568 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 39237 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 12760 members 
Mstep: Class 11 contains 141219 members 
Mstep: Class 12 contains 6339 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 90879 members 
Mstep: Class 15 contains 14929 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 26251 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 13064 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11559 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 13880 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 102142 members 
Mstep: Class 31 contains 1507 members 
Mstep: Class 32 contains 7204 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140752.000000 Penalty: 71552.687500
Iteration 113Q: 34 clusters Score -3.414075e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 12074 members 
Mstep: Class 3 contains 12197 members 
Mstep: Class 4 contains 4059 members 
Mstep: Class 5 contains 9648 members 
Mstep: Class 6 contains 8567 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 39245 members 
Mstep: Class 9 contains 6687 members 
Mstep: Class 10 contains 12772 members 
Mstep: Class 11 contains 141225 members 
Mstep: Class 12 contains 6339 members 
Mstep: Class 13 contains 4190 members 
Mstep: Class 14 contains 90851 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 4663 members 
Mstep: Class 18 contains 26352 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 13070 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11556 members 
Mstep: Class 24 contains 4591 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4799 members 
Mstep: Class 27 contains 13902 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 102102 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7196 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140700.000000 Penalty: 71552.687500
Iteration 114Q: 34 clusters Score -3.41407e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 12075 members 
Mstep: Class 3 contains 12204 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 9647 members 
Mstep: Class 6 contains 8564 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 8 contains 39252 members 
Mstep: Class 9 contains 6671 members 
Mstep: Class 10 contains 12775 members 
Mstep: Class 11 contains 141226 members 
Mstep: Class 12 contains 6343 members 
Mstep: Class 13 contains 4196 members 
Mstep: Class 14 contains 90819 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 26458 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 2212 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11555 members 
Mstep: Class 24 contains 4599 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4804 members 
Mstep: Class 27 contains 13931 members 
Mstep: Class 28 contains 3117 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 102056 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7196 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140848.000000 Penalty: 71552.687500
Iteration 115Q: 34 clusters Score -3.414085e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 12077 members 
Mstep: Class 3 contains 12212 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 9656 members 
Mstep: Class 6 contains 8559 members 
Mstep: Class 7 contains 3803 members 
Mstep: Class 8 contains 39267 members 
Mstep: Class 9 contains 6656 members 
Mstep: Class 10 contains 12765 members 
Mstep: Class 11 contains 141222 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 4208 members 
Mstep: Class 14 contains 90810 members 
Mstep: Class 15 contains 14957 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 4459 members 
Mstep: Class 18 contains 26533 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 11547 members 
Mstep: Class 24 contains 4595 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 13957 members 
Mstep: Class 28 contains 3117 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 102007 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7200 members 
Mstep: Class 33 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140936.000000 Penalty: 71552.687500
Iteration 116Q: 34 clusters Score -3.414094e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 12081 members 
Mstep: Class 3 contains 12215 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 3804 members 
Mstep: Class 8 contains 39280 members 
Mstep: Class 9 contains 6644 members 
Mstep: Class 10 contains 12761 members 
Mstep: Class 11 contains 141227 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4217 members 
Mstep: Class 14 contains 90787 members 
Mstep: Class 15 contains 14969 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 4342 members 
Mstep: Class 18 contains 26634 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 21 contains 2215 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11545 members 
Mstep: Class 24 contains 4593 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 13974 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101959 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7202 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140888.000000 Penalty: 71552.687500
Iteration 117Q: 34 clusters Score -3.414089e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 12082 members 
Mstep: Class 3 contains 12202 members 
Mstep: Class 4 contains 4038 members 
Mstep: Class 5 contains 9674 members 
Mstep: Class 6 contains 8554 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 39292 members 
Mstep: Class 9 contains 6635 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 141224 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 13 contains 4228 members 
Mstep: Class 14 contains 90766 members 
Mstep: Class 15 contains 14971 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 18 contains 26751 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11541 members 
Mstep: Class 24 contains 4594 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 13988 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101899 members 
Mstep: Class 31 contains 1505 members 
Mstep: Class 32 contains 7206 members 
Mstep: Class 33 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34140960.000000 Penalty: 71552.687500
Iteration 118Q: 34 clusters Score -3.414096e+07 nChanged 531
Entering ConstructFrom: 
Score: -34140960.000000 Penalty: 71552.687500
Entering ConstructFrom: 
Trying to split cluster 1 (51327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Entering Unmasked Estep 
Score: -2943452.250000 Penalty: 1762.470459
	Iteration 0F: 2 clusters Score -2943452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -2909122.000000 Penalty: 3524.940918
	Iteration 0F: 3 clusters Score -2909122 nChanged 24191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -2922941.250000 Penalty: 3524.940918
	Iteration 1F: 3 clusters Score -2922941 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -2923822.250000 Penalty: 3524.940918
	Iteration 2Q: 3 clusters Score -2923822 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -2924993.500000 Penalty: 3524.940918
	Iteration 3Q: 3 clusters Score -2924994 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -2926549.500000 Penalty: 3524.940918
	Iteration 4F: 3 clusters Score -2926550 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -2928403.000000 Penalty: 3524.940918
	Iteration 5F: 3 clusters Score -2928403 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -2930376.750000 Penalty: 3524.940918
	Iteration 6F: 3 clusters Score -2930377 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -2932292.000000 Penalty: 3524.940918
	Iteration 7F: 3 clusters Score -2932292 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -2933864.000000 Penalty: 3524.940918
	Iteration 8F: 3 clusters Score -2933864 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -2935113.250000 Penalty: 3524.940918
	Iteration 9Q: 3 clusters Score -2935113 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -2935947.250000 Penalty: 3524.940918
	Iteration 10Q: 3 clusters Score -2935947 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -2936484.500000 Penalty: 3524.940918
	Iteration 11Q: 3 clusters Score -2936484 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -2936805.500000 Penalty: 3524.940918
	Iteration 12Q: 3 clusters Score -2936806 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -2937055.500000 Penalty: 3524.940918
	Iteration 13Q: 3 clusters Score -2937056 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -2937271.000000 Penalty: 3524.940918
	Iteration 14Q: 3 clusters Score -2937271 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -2937457.250000 Penalty: 3524.940918
	Iteration 15Q: 3 clusters Score -2937457 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -2937622.250000 Penalty: 3524.940918
	Iteration 16Q: 3 clusters Score -2937622 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -2937758.250000 Penalty: 3524.940918
	Iteration 17Q: 3 clusters Score -2937758 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -2937936.500000 Penalty: 3524.940918
	Iteration 18Q: 3 clusters Score -2937936 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -2938132.500000 Penalty: 3524.940918
	Iteration 19Q: 3 clusters Score -2938132 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -2938345.250000 Penalty: 3524.940918
	Iteration 20F: 3 clusters Score -2938345 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -2938533.500000 Penalty: 3524.940918
	Iteration 21Q: 3 clusters Score -2938534 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -2938776.500000 Penalty: 3524.940918
	Iteration 22Q: 3 clusters Score -2938776 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -2939025.750000 Penalty: 3524.940918
	Iteration 23Q: 3 clusters Score -2939026 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -2939308.750000 Penalty: 3524.940918
	Iteration 24Q: 3 clusters Score -2939309 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -2939559.750000 Penalty: 3524.940918
	Iteration 25Q: 3 clusters Score -2939560 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -2939828.750000 Penalty: 3524.940918
	Iteration 26Q: 3 clusters Score -2939829 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -2940098.250000 Penalty: 3524.940918
	Iteration 27Q: 3 clusters Score -2940098 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -2940352.500000 Penalty: 3524.940918
	Iteration 28Q: 3 clusters Score -2940352 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -2940591.500000 Penalty: 3524.940918
	Iteration 29Q: 3 clusters Score -2940592 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -2940823.000000 Penalty: 3524.940918
	Iteration 30Q: 3 clusters Score -2940823 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -2941030.500000 Penalty: 3524.940918
	Iteration 31Q: 3 clusters Score -2941030 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -2941194.000000 Penalty: 3524.940918
	Iteration 32Q: 3 clusters Score -2941194 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -2941312.500000 Penalty: 3524.940918
	Iteration 33Q: 3 clusters Score -2941312 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -2941427.500000 Penalty: 3524.940918
	Iteration 34Q: 3 clusters Score -2941428 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -2941530.250000 Penalty: 3524.940918
	Iteration 35Q: 3 clusters Score -2941530 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -2941603.500000 Penalty: 3524.940918
	Iteration 36Q: 3 clusters Score -2941604 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -2941669.000000 Penalty: 3524.940918
	Iteration 37Q: 3 clusters Score -2941669 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -2941725.750000 Penalty: 3524.940918
	Iteration 38Q: 3 clusters Score -2941726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -2941763.000000 Penalty: 3524.940918
	Iteration 39Q: 3 clusters Score -2941763 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -2941805.750000 Penalty: 3524.940918
	Iteration 40F: 3 clusters Score -2941806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -2941825.500000 Penalty: 3524.940918
	Iteration 41Q: 3 clusters Score -2941826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -2941854.250000 Penalty: 3524.940918
	Iteration 42Q: 3 clusters Score -2941854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -2941867.500000 Penalty: 3524.940918
	Iteration 43Q: 3 clusters Score -2941868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -2941893.500000 Penalty: 3524.940918
	Iteration 44Q: 3 clusters Score -2941894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -2941922.250000 Penalty: 3524.940918
	Iteration 45Q: 3 clusters Score -2941922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -2941935.250000 Penalty: 3524.940918
	Iteration 46Q: 3 clusters Score -2941935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -2941954.000000 Penalty: 3524.940918
	Iteration 47Q: 3 clusters Score -2941954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -2941963.250000 Penalty: 3524.940918
	Iteration 48Q: 3 clusters Score -2941963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -2941978.750000 Penalty: 3524.940918
	Iteration 49Q: 3 clusters Score -2941979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -2941986.500000 Penalty: 3524.940918
	Iteration 50Q: 3 clusters Score -2941986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -2941989.750000 Penalty: 3524.940918
	Iteration 51Q: 3 clusters Score -2941990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -2941992.250000 Penalty: 3524.940918
	Iteration 52Q: 3 clusters Score -2941992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -2941993.000000 Penalty: 3524.940918
	Iteration 53Q: 3 clusters Score -2941993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -2941993.000000 Penalty: 3524.940918
	Iteration 54F: 3 clusters Score -2941993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Entering Unmasked Estep 
Score: -703449.125000 Penalty: 1527.494873
	Iteration 0F: 2 clusters Score -703449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -694905.062500 Penalty: 3054.989746
	Iteration 0F: 3 clusters Score -694905.1 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -697819.437500 Penalty: 3054.989746
	Iteration 1F: 3 clusters Score -697819.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -698153.875000 Penalty: 3054.989746
	Iteration 2F: 3 clusters Score -698153.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -698440.812500 Penalty: 3054.989746
	Iteration 3F: 3 clusters Score -698440.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -698727.812500 Penalty: 3054.989746
	Iteration 4Q: 3 clusters Score -698727.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -698990.437500 Penalty: 3054.989746
	Iteration 5Q: 3 clusters Score -698990.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -699289.562500 Penalty: 3054.989746
	Iteration 6Q: 3 clusters Score -699289.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -699619.062500 Penalty: 3054.989746
	Iteration 7Q: 3 clusters Score -699619.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -699954.187500 Penalty: 3054.989746
	Iteration 8Q: 3 clusters Score -699954.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -700274.687500 Penalty: 3054.989746
	Iteration 9Q: 3 clusters Score -700274.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -700573.062500 Penalty: 3054.989746
	Iteration 10Q: 3 clusters Score -700573.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -700860.000000 Penalty: 3054.989746
	Iteration 11Q: 3 clusters Score -700860 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -701166.812500 Penalty: 3054.989746
	Iteration 12Q: 3 clusters Score -701166.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -701581.562500 Penalty: 3054.989746
	Iteration 13Q: 3 clusters Score -701581.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -701997.437500 Penalty: 3054.989746
	Iteration 14Q: 3 clusters Score -701997.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -702294.625000 Penalty: 3054.989746
	Iteration 15Q: 3 clusters Score -702294.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -702438.625000 Penalty: 3054.989746
	Iteration 16Q: 3 clusters Score -702438.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -702547.937500 Penalty: 3054.989746
	Iteration 17Q: 3 clusters Score -702547.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -702603.687500 Penalty: 3054.989746
	Iteration 18Q: 3 clusters Score -702603.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -702634.937500 Penalty: 3054.989746
	Iteration 19Q: 3 clusters Score -702634.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -702652.250000 Penalty: 3054.989746
	Iteration 20F: 3 clusters Score -702652.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -702665.562500 Penalty: 3054.989746
	Iteration 21Q: 3 clusters Score -702665.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -702681.125000 Penalty: 3054.989746
	Iteration 22Q: 3 clusters Score -702681.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -702688.812500 Penalty: 3054.989746
	Iteration 23Q: 3 clusters Score -702688.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -702693.500000 Penalty: 3054.989746
	Iteration 24Q: 3 clusters Score -702693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -702696.750000 Penalty: 3054.989746
	Iteration 25Q: 3 clusters Score -702696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -702698.312500 Penalty: 3054.989746
	Iteration 26Q: 3 clusters Score -702698.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -702700.250000 Penalty: 3054.989746
	Iteration 27Q: 3 clusters Score -702700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -702700.562500 Penalty: 3054.989746
	Iteration 28Q: 3 clusters Score -702700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -702701.625000 Penalty: 3054.989746
	Iteration 29Q: 3 clusters Score -702701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -702701.187500 Penalty: 3054.989746
	Iteration 30Q: 3 clusters Score -702701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -702701.375000 Penalty: 3054.989746
	Iteration 31Q: 3 clusters Score -702701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -702701.437500 Penalty: 3054.989746
	Iteration 32Q: 3 clusters Score -702701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -702702.062500 Penalty: 3054.989746
	Iteration 33Q: 3 clusters Score -702702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -702702.000000 Penalty: 3054.989746
	Iteration 34Q: 3 clusters Score -702702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -702702.500000 Penalty: 3054.989746
	Iteration 35Q: 3 clusters Score -702702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -702703.437500 Penalty: 3054.989746
	Iteration 36Q: 3 clusters Score -702703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -702703.875000 Penalty: 3054.989746
	Iteration 37Q: 3 clusters Score -702703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -702704.687500 Penalty: 3054.989746
	Iteration 38Q: 3 clusters Score -702704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -702705.625000 Penalty: 3054.989746
	Iteration 39Q: 3 clusters Score -702705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -702706.187500 Penalty: 3054.989746
	Iteration 40F: 3 clusters Score -702706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Entering Unmasked Estep 
Score: -661294.000000 Penalty: 1528.940308
	Iteration 0F: 2 clusters Score -661294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -652817.812500 Penalty: 3057.880615
	Iteration 0F: 3 clusters Score -652817.8 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -655964.500000 Penalty: 3057.880615
	Iteration 1F: 3 clusters Score -655964.5 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -656442.750000 Penalty: 3057.880615
	Iteration 2F: 3 clusters Score -656442.8 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -656927.562500 Penalty: 3057.880615
	Iteration 3F: 3 clusters Score -656927.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -657426.375000 Penalty: 3057.880615
	Iteration 4F: 3 clusters Score -657426.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -657833.437500 Penalty: 3057.880615
	Iteration 5F: 3 clusters Score -657833.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -658181.125000 Penalty: 3057.880615
	Iteration 6Q: 3 clusters Score -658181.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -658519.937500 Penalty: 3057.880615
	Iteration 7Q: 3 clusters Score -658519.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -658780.000000 Penalty: 3057.880615
	Iteration 8Q: 3 clusters Score -658780 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -658982.375000 Penalty: 3057.880615
	Iteration 9Q: 3 clusters Score -658982.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -659126.000000 Penalty: 3057.880615
	Iteration 10Q: 3 clusters Score -659126 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -659221.000000 Penalty: 3057.880615
	Iteration 11Q: 3 clusters Score -659221 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -659290.250000 Penalty: 3057.880615
	Iteration 12Q: 3 clusters Score -659290.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -659352.812500 Penalty: 3057.880615
	Iteration 13Q: 3 clusters Score -659352.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -659405.562500 Penalty: 3057.880615
	Iteration 14Q: 3 clusters Score -659405.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -659446.875000 Penalty: 3057.880615
	Iteration 15Q: 3 clusters Score -659446.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -659489.125000 Penalty: 3057.880615
	Iteration 16Q: 3 clusters Score -659489.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -659525.000000 Penalty: 3057.880615
	Iteration 17Q: 3 clusters Score -659525 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -659566.375000 Penalty: 3057.880615
	Iteration 18Q: 3 clusters Score -659566.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -659600.625000 Penalty: 3057.880615
	Iteration 19Q: 3 clusters Score -659600.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -659637.187500 Penalty: 3057.880615
	Iteration 20F: 3 clusters Score -659637.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -659672.750000 Penalty: 3057.880615
	Iteration 21Q: 3 clusters Score -659672.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -659716.000000 Penalty: 3057.880615
	Iteration 22Q: 3 clusters Score -659716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -659762.812500 Penalty: 3057.880615
	Iteration 23Q: 3 clusters Score -659762.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -659818.000000 Penalty: 3057.880615
	Iteration 24Q: 3 clusters Score -659818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -659897.437500 Penalty: 3057.880615
	Iteration 25Q: 3 clusters Score -659897.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -659985.812500 Penalty: 3057.880615
	Iteration 26Q: 3 clusters Score -659985.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -660054.687500 Penalty: 3057.880615
	Iteration 27Q: 3 clusters Score -660054.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -660090.687500 Penalty: 3057.880615
	Iteration 28Q: 3 clusters Score -660090.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -660119.812500 Penalty: 3057.880615
	Iteration 29Q: 3 clusters Score -660119.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -660140.312500 Penalty: 3057.880615
	Iteration 30Q: 3 clusters Score -660140.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -660154.750000 Penalty: 3057.880615
	Iteration 31Q: 3 clusters Score -660154.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -660164.937500 Penalty: 3057.880615
	Iteration 32Q: 3 clusters Score -660164.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -660173.562500 Penalty: 3057.880615
	Iteration 33Q: 3 clusters Score -660173.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -660183.750000 Penalty: 3057.880615
	Iteration 34Q: 3 clusters Score -660183.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -660189.750000 Penalty: 3057.880615
	Iteration 35Q: 3 clusters Score -660189.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -660195.687500 Penalty: 3057.880615
	Iteration 36Q: 3 clusters Score -660195.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -660198.437500 Penalty: 3057.880615
	Iteration 37Q: 3 clusters Score -660198.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -660202.687500 Penalty: 3057.880615
	Iteration 38Q: 3 clusters Score -660202.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -660207.500000 Penalty: 3057.880615
	Iteration 39Q: 3 clusters Score -660207.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -660210.750000 Penalty: 3057.880615
	Iteration 40F: 3 clusters Score -660210.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -660213.375000 Penalty: 3057.880615
	Iteration 41Q: 3 clusters Score -660213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -660212.125000 Penalty: 3057.880615
	Iteration 42Q: 3 clusters Score -660212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -660213.500000 Penalty: 3057.880615
	Iteration 43Q: 3 clusters Score -660213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -660212.562500 Penalty: 3057.880615
	Iteration 44Q: 3 clusters Score -660212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -660213.625000 Penalty: 3057.880615
	Iteration 45Q: 3 clusters Score -660213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -660213.437500 Penalty: 3057.880615
	Iteration 46Q: 3 clusters Score -660213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -660213.500000 Penalty: 3057.880615
	Iteration 47Q: 3 clusters Score -660213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -660213.500000 Penalty: 3057.880615
	Iteration 48F: 3 clusters Score -660213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -170606.296875 Penalty: 1349.319580
	Iteration 0F: 2 clusters Score -170606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -167310.921875 Penalty: 2698.639160
	Iteration 0F: 3 clusters Score -167310.9 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -168237.453125 Penalty: 2698.639160
	Iteration 1F: 3 clusters Score -168237.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -168436.093750 Penalty: 2698.639160
	Iteration 2F: 3 clusters Score -168436.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -168603.718750 Penalty: 2698.639160
	Iteration 3F: 3 clusters Score -168603.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -168763.968750 Penalty: 2698.639160
	Iteration 4F: 3 clusters Score -168764 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -168917.125000 Penalty: 2698.639160
	Iteration 5Q: 3 clusters Score -168917.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -169111.765625 Penalty: 2698.639160
	Iteration 6Q: 3 clusters Score -169111.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -169393.359375 Penalty: 2698.639160
	Iteration 7F: 3 clusters Score -169393.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -169769.640625 Penalty: 2698.639160
	Iteration 8F: 3 clusters Score -169769.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -170156.718750 Penalty: 2698.639160
	Iteration 9F: 3 clusters Score -170156.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -170448.328125 Penalty: 2698.639160
	Iteration 10F: 3 clusters Score -170448.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -170639.343750 Penalty: 2698.639160
	Iteration 11Q: 3 clusters Score -170639.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -170738.968750 Penalty: 2698.639160
	Iteration 12Q: 3 clusters Score -170739 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -170802.703125 Penalty: 2698.639160
	Iteration 13Q: 3 clusters Score -170802.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -170849.500000 Penalty: 2698.639160
	Iteration 14Q: 3 clusters Score -170849.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -170872.578125 Penalty: 2698.639160
	Iteration 15Q: 3 clusters Score -170872.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -170886.203125 Penalty: 2698.639160
	Iteration 16Q: 3 clusters Score -170886.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -170890.000000 Penalty: 2698.639160
	Iteration 17Q: 3 clusters Score -170890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -170892.359375 Penalty: 2698.639160
	Iteration 18Q: 3 clusters Score -170892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -170893.843750 Penalty: 2698.639160
	Iteration 19Q: 3 clusters Score -170893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -170894.156250 Penalty: 2698.639160
	Iteration 20F: 3 clusters Score -170894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -170894.421875 Penalty: 2698.639160
	Iteration 21Q: 3 clusters Score -170894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -170894.421875 Penalty: 2698.639160
	Iteration 22F: 3 clusters Score -170894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 12088 members 
Mstep: Class 3 contains 12196 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 9692 members 
Mstep: Class 6 contains 8551 members 
Mstep: Class 7 contains 3807 members 
Mstep: Class 8 contains 39308 members 
Mstep: Class 9 contains 6626 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 141214 members 
Mstep: Class 12 contains 6361 members 
Mstep: Class 13 contains 4239 members 
Mstep: Class 14 contains 90760 members 
Mstep: Class 15 contains 14971 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 4193 members 
Mstep: Class 18 contains 26865 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 13106 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 14014 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101819 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7209 members 
Mstep: Class 33 contains 976 members 
Mstep: Class 34 contains 2038 members 
Entering Unmasked Estep 
Score: -34140624.000000 Penalty: 73720.953125
Splitting cluster 4 changes total score from -34140960.000000 to -34140624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (9692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Entering Unmasked Estep 
Score: -504964.062500 Penalty: 1491.596680
	Iteration 0F: 2 clusters Score -504964.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -497982.781250 Penalty: 2983.193359
	Iteration 0F: 3 clusters Score -497982.8 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -500267.312500 Penalty: 2983.193359
	Iteration 1F: 3 clusters Score -500267.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -500558.906250 Penalty: 2983.193359
	Iteration 2F: 3 clusters Score -500558.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -500832.750000 Penalty: 2983.193359
	Iteration 3F: 3 clusters Score -500832.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -501113.093750 Penalty: 2983.193359
	Iteration 4F: 3 clusters Score -501113.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -501440.468750 Penalty: 2983.193359
	Iteration 5F: 3 clusters Score -501440.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -501773.875000 Penalty: 2983.193359
	Iteration 6F: 3 clusters Score -501773.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -502117.375000 Penalty: 2983.193359
	Iteration 7F: 3 clusters Score -502117.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -502449.500000 Penalty: 2983.193359
	Iteration 8Q: 3 clusters Score -502449.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -502795.843750 Penalty: 2983.193359
	Iteration 9Q: 3 clusters Score -502795.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -503074.031250 Penalty: 2983.193359
	Iteration 10Q: 3 clusters Score -503074 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -503278.218750 Penalty: 2983.193359
	Iteration 11Q: 3 clusters Score -503278.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -503435.000000 Penalty: 2983.193359
	Iteration 12Q: 3 clusters Score -503435 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -503524.718750 Penalty: 2983.193359
	Iteration 13Q: 3 clusters Score -503524.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -503577.250000 Penalty: 2983.193359
	Iteration 14Q: 3 clusters Score -503577.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -503608.000000 Penalty: 2983.193359
	Iteration 15Q: 3 clusters Score -503608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -503631.656250 Penalty: 2983.193359
	Iteration 16Q: 3 clusters Score -503631.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -503646.156250 Penalty: 2983.193359
	Iteration 17Q: 3 clusters Score -503646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -503648.906250 Penalty: 2983.193359
	Iteration 18Q: 3 clusters Score -503648.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -503653.218750 Penalty: 2983.193359
	Iteration 19Q: 3 clusters Score -503653.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -503658.968750 Penalty: 2983.193359
	Iteration 20F: 3 clusters Score -503659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -503662.437500 Penalty: 2983.193359
	Iteration 21Q: 3 clusters Score -503662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -503665.343750 Penalty: 2983.193359
	Iteration 22Q: 3 clusters Score -503665.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -503668.968750 Penalty: 2983.193359
	Iteration 23Q: 3 clusters Score -503669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -503672.187500 Penalty: 2983.193359
	Iteration 24Q: 3 clusters Score -503672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -503672.656250 Penalty: 2983.193359
	Iteration 25Q: 3 clusters Score -503672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -503673.281250 Penalty: 2983.193359
	Iteration 26Q: 3 clusters Score -503673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -503673.718750 Penalty: 2983.193359
	Iteration 27Q: 3 clusters Score -503673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -503675.093750 Penalty: 2983.193359
	Iteration 28Q: 3 clusters Score -503675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -503675.093750 Penalty: 2983.193359
	Iteration 29Q: 3 clusters Score -503675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -503675.093750 Penalty: 2983.193359
	Iteration 30F: 3 clusters Score -503675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Entering Unmasked Estep 
Score: -498027.437500 Penalty: 1471.243042
	Iteration 0F: 2 clusters Score -498027.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -491747.937500 Penalty: 2942.486084
	Iteration 0F: 3 clusters Score -491747.9 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -493665.312500 Penalty: 2942.486084
	Iteration 1F: 3 clusters Score -493665.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -493924.031250 Penalty: 2942.486084
	Iteration 2F: 3 clusters Score -493924 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -494152.656250 Penalty: 2942.486084
	Iteration 3F: 3 clusters Score -494152.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -494387.031250 Penalty: 2942.486084
	Iteration 4Q: 3 clusters Score -494387 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -494642.062500 Penalty: 2942.486084
	Iteration 5Q: 3 clusters Score -494642.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -494941.625000 Penalty: 2942.486084
	Iteration 6Q: 3 clusters Score -494941.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -495301.562500 Penalty: 2942.486084
	Iteration 7F: 3 clusters Score -495301.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -495664.906250 Penalty: 2942.486084
	Iteration 8F: 3 clusters Score -495664.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -495993.218750 Penalty: 2942.486084
	Iteration 9F: 3 clusters Score -495993.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -496260.718750 Penalty: 2942.486084
	Iteration 10Q: 3 clusters Score -496260.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -496444.500000 Penalty: 2942.486084
	Iteration 11Q: 3 clusters Score -496444.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -496568.093750 Penalty: 2942.486084
	Iteration 12Q: 3 clusters Score -496568.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -496665.531250 Penalty: 2942.486084
	Iteration 13Q: 3 clusters Score -496665.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -496749.218750 Penalty: 2942.486084
	Iteration 14Q: 3 clusters Score -496749.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -496819.375000 Penalty: 2942.486084
	Iteration 15Q: 3 clusters Score -496819.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -496870.531250 Penalty: 2942.486084
	Iteration 16Q: 3 clusters Score -496870.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -496918.875000 Penalty: 2942.486084
	Iteration 17Q: 3 clusters Score -496918.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -496958.218750 Penalty: 2942.486084
	Iteration 18Q: 3 clusters Score -496958.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -496987.781250 Penalty: 2942.486084
	Iteration 19Q: 3 clusters Score -496987.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -497008.750000 Penalty: 2942.486084
	Iteration 20F: 3 clusters Score -497008.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -497025.812500 Penalty: 2942.486084
	Iteration 21Q: 3 clusters Score -497025.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -497038.906250 Penalty: 2942.486084
	Iteration 22Q: 3 clusters Score -497038.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -497050.656250 Penalty: 2942.486084
	Iteration 23Q: 3 clusters Score -497050.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -497062.093750 Penalty: 2942.486084
	Iteration 24Q: 3 clusters Score -497062.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -497067.562500 Penalty: 2942.486084
	Iteration 25Q: 3 clusters Score -497067.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -497071.781250 Penalty: 2942.486084
	Iteration 26Q: 3 clusters Score -497071.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -497074.531250 Penalty: 2942.486084
	Iteration 27Q: 3 clusters Score -497074.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -497078.125000 Penalty: 2942.486084
	Iteration 28Q: 3 clusters Score -497078.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -497078.468750 Penalty: 2942.486084
	Iteration 29Q: 3 clusters Score -497078.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -497080.437500 Penalty: 2942.486084
	Iteration 30Q: 3 clusters Score -497080.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -497082.937500 Penalty: 2942.486084
	Iteration 31Q: 3 clusters Score -497082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -497083.562500 Penalty: 2942.486084
	Iteration 32Q: 3 clusters Score -497083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -497084.062500 Penalty: 2942.486084
	Iteration 33Q: 3 clusters Score -497084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -497084.625000 Penalty: 2942.486084
	Iteration 34Q: 3 clusters Score -497084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -497085.468750 Penalty: 2942.486084
	Iteration 35Q: 3 clusters Score -497085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -497085.187500 Penalty: 2942.486084
	Iteration 36Q: 3 clusters Score -497085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -497085.093750 Penalty: 2942.486084
	Iteration 37Q: 3 clusters Score -497085.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -497085.093750 Penalty: 2942.486084
	Iteration 38F: 3 clusters Score -497085.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -220294.031250 Penalty: 1339.746948
	Iteration 0F: 2 clusters Score -220294 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 1886 members 
Entering Unmasked Estep 
Score: -217077.781250 Penalty: 2679.493896
	Iteration 0F: 3 clusters Score -217077.8 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -217879.484375 Penalty: 2679.493896
	Iteration 1F: 3 clusters Score -217879.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -218007.234375 Penalty: 2679.493896
	Iteration 2F: 3 clusters Score -218007.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -218094.453125 Penalty: 2679.493896
	Iteration 3Q: 3 clusters Score -218094.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -218158.812500 Penalty: 2679.493896
	Iteration 4Q: 3 clusters Score -218158.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -218195.046875 Penalty: 2679.493896
	Iteration 5Q: 3 clusters Score -218195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -218225.562500 Penalty: 2679.493896
	Iteration 6Q: 3 clusters Score -218225.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -218255.453125 Penalty: 2679.493896
	Iteration 7Q: 3 clusters Score -218255.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -218279.640625 Penalty: 2679.493896
	Iteration 8Q: 3 clusters Score -218279.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -218303.046875 Penalty: 2679.493896
	Iteration 9Q: 3 clusters Score -218303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -218328.093750 Penalty: 2679.493896
	Iteration 10Q: 3 clusters Score -218328.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -218359.625000 Penalty: 2679.493896
	Iteration 11Q: 3 clusters Score -218359.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -218398.031250 Penalty: 2679.493896
	Iteration 12Q: 3 clusters Score -218398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -218443.390625 Penalty: 2679.493896
	Iteration 13Q: 3 clusters Score -218443.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -218501.765625 Penalty: 2679.493896
	Iteration 14Q: 3 clusters Score -218501.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -218557.203125 Penalty: 2679.493896
	Iteration 15Q: 3 clusters Score -218557.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -218604.609375 Penalty: 2679.493896
	Iteration 16Q: 3 clusters Score -218604.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -218651.468750 Penalty: 2679.493896
	Iteration 17Q: 3 clusters Score -218651.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -218698.296875 Penalty: 2679.493896
	Iteration 18Q: 3 clusters Score -218698.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -218740.843750 Penalty: 2679.493896
	Iteration 19Q: 3 clusters Score -218740.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -218783.812500 Penalty: 2679.493896
	Iteration 20F: 3 clusters Score -218783.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -218824.375000 Penalty: 2679.493896
	Iteration 21Q: 3 clusters Score -218824.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -218868.218750 Penalty: 2679.493896
	Iteration 22Q: 3 clusters Score -218868.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -218913.812500 Penalty: 2679.493896
	Iteration 23Q: 3 clusters Score -218913.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -218961.078125 Penalty: 2679.493896
	Iteration 24Q: 3 clusters Score -218961.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -219012.671875 Penalty: 2679.493896
	Iteration 25Q: 3 clusters Score -219012.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -219064.000000 Penalty: 2679.493896
	Iteration 26Q: 3 clusters Score -219064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -219105.546875 Penalty: 2679.493896
	Iteration 27Q: 3 clusters Score -219105.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -219144.640625 Penalty: 2679.493896
	Iteration 28Q: 3 clusters Score -219144.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -219172.656250 Penalty: 2679.493896
	Iteration 29Q: 3 clusters Score -219172.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -219186.015625 Penalty: 2679.493896
	Iteration 30Q: 3 clusters Score -219186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -219195.500000 Penalty: 2679.493896
	Iteration 31Q: 3 clusters Score -219195.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -219202.921875 Penalty: 2679.493896
	Iteration 32Q: 3 clusters Score -219202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -219206.531250 Penalty: 2679.493896
	Iteration 33Q: 3 clusters Score -219206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -219209.953125 Penalty: 2679.493896
	Iteration 34Q: 3 clusters Score -219210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -219213.921875 Penalty: 2679.493896
	Iteration 35Q: 3 clusters Score -219213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -219216.390625 Penalty: 2679.493896
	Iteration 36Q: 3 clusters Score -219216.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -219219.109375 Penalty: 2679.493896
	Iteration 37Q: 3 clusters Score -219219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -219220.796875 Penalty: 2679.493896
	Iteration 38Q: 3 clusters Score -219220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -219220.796875 Penalty: 2679.493896
	Iteration 39F: 3 clusters Score -219220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Entering Unmasked Estep 
Score: -2291377.000000 Penalty: 1719.117310
	Iteration 0F: 2 clusters Score -2291377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2264995.500000 Penalty: 3438.234619
	Iteration 0F: 3 clusters Score -2264996 nChanged 18297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2275366.000000 Penalty: 3438.234619
	Iteration 1F: 3 clusters Score -2275366 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2275979.500000 Penalty: 3438.234619
	Iteration 2Q: 3 clusters Score -2275980 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2276922.750000 Penalty: 3438.234619
	Iteration 3F: 3 clusters Score -2276923 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2278497.250000 Penalty: 3438.234619
	Iteration 4F: 3 clusters Score -2278497 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2280864.500000 Penalty: 3438.234619
	Iteration 5F: 3 clusters Score -2280864 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2283573.250000 Penalty: 3438.234619
	Iteration 6F: 3 clusters Score -2283573 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2285981.000000 Penalty: 3438.234619
	Iteration 7F: 3 clusters Score -2285981 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2287714.250000 Penalty: 3438.234619
	Iteration 8Q: 3 clusters Score -2287714 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2288736.500000 Penalty: 3438.234619
	Iteration 9Q: 3 clusters Score -2288736 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2289255.250000 Penalty: 3438.234619
	Iteration 10Q: 3 clusters Score -2289255 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2289556.500000 Penalty: 3438.234619
	Iteration 11Q: 3 clusters Score -2289556 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2289740.750000 Penalty: 3438.234619
	Iteration 12Q: 3 clusters Score -2289741 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2289838.500000 Penalty: 3438.234619
	Iteration 13Q: 3 clusters Score -2289838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2289885.500000 Penalty: 3438.234619
	Iteration 14Q: 3 clusters Score -2289886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2289909.000000 Penalty: 3438.234619
	Iteration 15Q: 3 clusters Score -2289909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2289935.250000 Penalty: 3438.234619
	Iteration 16Q: 3 clusters Score -2289935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2289949.250000 Penalty: 3438.234619
	Iteration 17Q: 3 clusters Score -2289949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2289961.750000 Penalty: 3438.234619
	Iteration 18Q: 3 clusters Score -2289962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2289962.250000 Penalty: 3438.234619
	Iteration 19Q: 3 clusters Score -2289962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2289968.500000 Penalty: 3438.234619
	Iteration 20F: 3 clusters Score -2289968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2289970.250000 Penalty: 3438.234619
	Iteration 21Q: 3 clusters Score -2289970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2289973.500000 Penalty: 3438.234619
	Iteration 22Q: 3 clusters Score -2289974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2289982.250000 Penalty: 3438.234619
	Iteration 23Q: 3 clusters Score -2289982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2289981.500000 Penalty: 3438.234619
	Iteration 24Q: 3 clusters Score -2289982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2289984.000000 Penalty: 3438.234619
	Iteration 25Q: 3 clusters Score -2289984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2289985.250000 Penalty: 3438.234619
	Iteration 26Q: 3 clusters Score -2289985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2289983.750000 Penalty: 3438.234619
	Iteration 27Q: 3 clusters Score -2289984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2289983.750000 Penalty: 3438.234619
	Iteration 28F: 3 clusters Score -2289984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -359401.593750 Penalty: 1429.797974
	Iteration 0F: 2 clusters Score -359401.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -354343.812500 Penalty: 2859.595947
	Iteration 0F: 3 clusters Score -354343.8 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -355915.093750 Penalty: 2859.595947
	Iteration 1F: 3 clusters Score -355915.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -356125.343750 Penalty: 2859.595947
	Iteration 2F: 3 clusters Score -356125.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -356275.875000 Penalty: 2859.595947
	Iteration 3F: 3 clusters Score -356275.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -356421.812500 Penalty: 2859.595947
	Iteration 4Q: 3 clusters Score -356421.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -356570.406250 Penalty: 2859.595947
	Iteration 5Q: 3 clusters Score -356570.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -356703.000000 Penalty: 2859.595947
	Iteration 6Q: 3 clusters Score -356703 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -356857.625000 Penalty: 2859.595947
	Iteration 7Q: 3 clusters Score -356857.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -357039.031250 Penalty: 2859.595947
	Iteration 8Q: 3 clusters Score -357039 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -357293.093750 Penalty: 2859.595947
	Iteration 9Q: 3 clusters Score -357293.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -357642.281250 Penalty: 2859.595947
	Iteration 10F: 3 clusters Score -357642.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -358039.937500 Penalty: 2859.595947
	Iteration 11F: 3 clusters Score -358039.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -358422.437500 Penalty: 2859.595947
	Iteration 12Q: 3 clusters Score -358422.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -358727.562500 Penalty: 2859.595947
	Iteration 13Q: 3 clusters Score -358727.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -358895.531250 Penalty: 2859.595947
	Iteration 14Q: 3 clusters Score -358895.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -358997.312500 Penalty: 2859.595947
	Iteration 15Q: 3 clusters Score -358997.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -359057.781250 Penalty: 2859.595947
	Iteration 16Q: 3 clusters Score -359057.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -359084.937500 Penalty: 2859.595947
	Iteration 17Q: 3 clusters Score -359084.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -359107.218750 Penalty: 2859.595947
	Iteration 18Q: 3 clusters Score -359107.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -359122.156250 Penalty: 2859.595947
	Iteration 19Q: 3 clusters Score -359122.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -359130.656250 Penalty: 2859.595947
	Iteration 20F: 3 clusters Score -359130.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -359136.875000 Penalty: 2859.595947
	Iteration 21Q: 3 clusters Score -359136.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -359141.718750 Penalty: 2859.595947
	Iteration 22Q: 3 clusters Score -359141.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -359146.031250 Penalty: 2859.595947
	Iteration 23Q: 3 clusters Score -359146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -359150.406250 Penalty: 2859.595947
	Iteration 24Q: 3 clusters Score -359150.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -359155.468750 Penalty: 2859.595947
	Iteration 25Q: 3 clusters Score -359155.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -359158.625000 Penalty: 2859.595947
	Iteration 26Q: 3 clusters Score -359158.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -359161.718750 Penalty: 2859.595947
	Iteration 27Q: 3 clusters Score -359161.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -359164.156250 Penalty: 2859.595947
	Iteration 28Q: 3 clusters Score -359164.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -359166.937500 Penalty: 2859.595947
	Iteration 29Q: 3 clusters Score -359166.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -359170.031250 Penalty: 2859.595947
	Iteration 30Q: 3 clusters Score -359170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -359172.062500 Penalty: 2859.595947
	Iteration 31Q: 3 clusters Score -359172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -359173.906250 Penalty: 2859.595947
	Iteration 32Q: 3 clusters Score -359173.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -359175.156250 Penalty: 2859.595947
	Iteration 33Q: 3 clusters Score -359175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -359175.406250 Penalty: 2859.595947
	Iteration 34Q: 3 clusters Score -359175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -359175.593750 Penalty: 2859.595947
	Iteration 35Q: 3 clusters Score -359175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -359176.281250 Penalty: 2859.595947
	Iteration 36Q: 3 clusters Score -359176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -359176.125000 Penalty: 2859.595947
	Iteration 37Q: 3 clusters Score -359176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -359176.343750 Penalty: 2859.595947
	Iteration 38Q: 3 clusters Score -359176.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -359176.343750 Penalty: 2859.595947
	Iteration 39F: 3 clusters Score -359176.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Entering Unmasked Estep 
Score: -674807.687500 Penalty: 1536.159058
	Iteration 0F: 2 clusters Score -674807.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -665900.875000 Penalty: 3072.318115
	Iteration 0F: 3 clusters Score -665900.9 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -668910.937500 Penalty: 3072.318115
	Iteration 1F: 3 clusters Score -668910.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -669265.875000 Penalty: 3072.318115
	Iteration 2F: 3 clusters Score -669265.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -669596.250000 Penalty: 3072.318115
	Iteration 3F: 3 clusters Score -669596.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -669926.937500 Penalty: 3072.318115
	Iteration 4F: 3 clusters Score -669926.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -670279.625000 Penalty: 3072.318115
	Iteration 5Q: 3 clusters Score -670279.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -670627.937500 Penalty: 3072.318115
	Iteration 6Q: 3 clusters Score -670627.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -671010.562500 Penalty: 3072.318115
	Iteration 7Q: 3 clusters Score -671010.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -671406.312500 Penalty: 3072.318115
	Iteration 8Q: 3 clusters Score -671406.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -671781.937500 Penalty: 3072.318115
	Iteration 9Q: 3 clusters Score -671781.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -672131.812500 Penalty: 3072.318115
	Iteration 10Q: 3 clusters Score -672131.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -672442.375000 Penalty: 3072.318115
	Iteration 11Q: 3 clusters Score -672442.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -672672.250000 Penalty: 3072.318115
	Iteration 12Q: 3 clusters Score -672672.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -672831.312500 Penalty: 3072.318115
	Iteration 13Q: 3 clusters Score -672831.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -672935.562500 Penalty: 3072.318115
	Iteration 14Q: 3 clusters Score -672935.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -673008.625000 Penalty: 3072.318115
	Iteration 15Q: 3 clusters Score -673008.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -673070.312500 Penalty: 3072.318115
	Iteration 16Q: 3 clusters Score -673070.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -673133.812500 Penalty: 3072.318115
	Iteration 17Q: 3 clusters Score -673133.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -673183.062500 Penalty: 3072.318115
	Iteration 18Q: 3 clusters Score -673183.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -673231.812500 Penalty: 3072.318115
	Iteration 19Q: 3 clusters Score -673231.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -673273.562500 Penalty: 3072.318115
	Iteration 20F: 3 clusters Score -673273.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -673303.687500 Penalty: 3072.318115
	Iteration 21Q: 3 clusters Score -673303.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -673331.062500 Penalty: 3072.318115
	Iteration 22Q: 3 clusters Score -673331.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -673356.687500 Penalty: 3072.318115
	Iteration 23Q: 3 clusters Score -673356.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -673377.812500 Penalty: 3072.318115
	Iteration 24Q: 3 clusters Score -673377.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -673402.500000 Penalty: 3072.318115
	Iteration 25Q: 3 clusters Score -673402.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -673420.187500 Penalty: 3072.318115
	Iteration 26Q: 3 clusters Score -673420.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -673432.812500 Penalty: 3072.318115
	Iteration 27Q: 3 clusters Score -673432.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -673441.312500 Penalty: 3072.318115
	Iteration 28Q: 3 clusters Score -673441.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -673450.312500 Penalty: 3072.318115
	Iteration 29Q: 3 clusters Score -673450.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -673456.125000 Penalty: 3072.318115
	Iteration 30Q: 3 clusters Score -673456.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -673462.250000 Penalty: 3072.318115
	Iteration 31Q: 3 clusters Score -673462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -673464.312500 Penalty: 3072.318115
	Iteration 32Q: 3 clusters Score -673464.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -673467.437500 Penalty: 3072.318115
	Iteration 33Q: 3 clusters Score -673467.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -673475.375000 Penalty: 3072.318115
	Iteration 34Q: 3 clusters Score -673475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -673478.937500 Penalty: 3072.318115
	Iteration 35Q: 3 clusters Score -673478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -673479.687500 Penalty: 3072.318115
	Iteration 36Q: 3 clusters Score -673479.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -673479.687500 Penalty: 3072.318115
	Iteration 37F: 3 clusters Score -673479.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (141214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141214 members 
Entering Unmasked Estep 
Score: -8289201.500000 Penalty: 1926.930176
	Iteration 0F: 2 clusters Score -8289202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -8194636.000000 Penalty: 3853.860352
	Iteration 0F: 3 clusters Score -8194636 nChanged 68098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -8234363.000000 Penalty: 3853.860352
	Iteration 1F: 3 clusters Score -8234363 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -8235274.500000 Penalty: 3853.860352
	Iteration 2Q: 3 clusters Score -8235274 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -8236504.500000 Penalty: 3853.860352
	Iteration 3Q: 3 clusters Score -8236504 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -8238134.500000 Penalty: 3853.860352
	Iteration 4Q: 3 clusters Score -8238134 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -8240524.000000 Penalty: 3853.860352
	Iteration 5Q: 3 clusters Score -8240524 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -8243303.000000 Penalty: 3853.860352
	Iteration 6Q: 3 clusters Score -8243303 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -8246557.500000 Penalty: 3853.860352
	Iteration 7Q: 3 clusters Score -8246558 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -8250031.500000 Penalty: 3853.860352
	Iteration 8F: 3 clusters Score -8250032 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -8253616.500000 Penalty: 3853.860352
	Iteration 9F: 3 clusters Score -8253616 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 82470 members 
Entering Unmasked Estep 
Score: -8257026.000000 Penalty: 3853.860352
	Iteration 10Q: 3 clusters Score -8257026 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -8260131.000000 Penalty: 3853.860352
	Iteration 11Q: 3 clusters Score -8260131 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -8262960.500000 Penalty: 3853.860352
	Iteration 12Q: 3 clusters Score -8262960 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -8265366.500000 Penalty: 3853.860352
	Iteration 13Q: 3 clusters Score -8265366 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -8267544.000000 Penalty: 3853.860352
	Iteration 14Q: 3 clusters Score -8267544 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -8269401.500000 Penalty: 3853.860352
	Iteration 15Q: 3 clusters Score -8269402 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -8271003.500000 Penalty: 3853.860352
	Iteration 16Q: 3 clusters Score -8271004 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -8272278.500000 Penalty: 3853.860352
	Iteration 17Q: 3 clusters Score -8272278 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -8273502.000000 Penalty: 3853.860352
	Iteration 18Q: 3 clusters Score -8273502 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 110068 members 
Entering Unmasked Estep 
Score: -8274457.500000 Penalty: 3853.860352
	Iteration 19Q: 3 clusters Score -8274458 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 112403 members 
Entering Unmasked Estep 
Score: -8275410.500000 Penalty: 3853.860352
	Iteration 20F: 3 clusters Score -8275410 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 114587 members 
Entering Unmasked Estep 
Score: -8276319.000000 Penalty: 3853.860352
	Iteration 21Q: 3 clusters Score -8276319 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 116670 members 
Entering Unmasked Estep 
Score: -8277084.500000 Penalty: 3853.860352
	Iteration 22Q: 3 clusters Score -8277084 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -8277943.500000 Penalty: 3853.860352
	Iteration 23Q: 3 clusters Score -8277944 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -8278632.000000 Penalty: 3853.860352
	Iteration 24Q: 3 clusters Score -8278632 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -8279342.000000 Penalty: 3853.860352
	Iteration 25Q: 3 clusters Score -8279342 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -8280073.000000 Penalty: 3853.860352
	Iteration 26Q: 3 clusters Score -8280073 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 125969 members 
Entering Unmasked Estep 
Score: -8280832.000000 Penalty: 3853.860352
	Iteration 27Q: 3 clusters Score -8280832 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 127666 members 
Entering Unmasked Estep 
Score: -8281565.000000 Penalty: 3853.860352
	Iteration 28Q: 3 clusters Score -8281565 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 129267 members 
Entering Unmasked Estep 
Score: -8282263.500000 Penalty: 3853.860352
	Iteration 29Q: 3 clusters Score -8282264 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 130762 members 
Entering Unmasked Estep 
Score: -8282950.500000 Penalty: 3853.860352
	Iteration 30Q: 3 clusters Score -8282950 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 132178 members 
Entering Unmasked Estep 
Score: -8283787.000000 Penalty: 3853.860352
	Iteration 31Q: 3 clusters Score -8283787 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 133428 members 
Entering Unmasked Estep 
Score: -8284582.500000 Penalty: 3853.860352
	Iteration 32Q: 3 clusters Score -8284582 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 134463 members 
Entering Unmasked Estep 
Score: -8285139.000000 Penalty: 3853.860352
	Iteration 33Q: 3 clusters Score -8285139 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 135314 members 
Entering Unmasked Estep 
Score: -8285555.000000 Penalty: 3853.860352
	Iteration 34Q: 3 clusters Score -8285555 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 136043 members 
Entering Unmasked Estep 
Score: -8285971.000000 Penalty: 3853.860352
	Iteration 35Q: 3 clusters Score -8285971 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 136621 members 
Entering Unmasked Estep 
Score: -8286227.000000 Penalty: 3853.860352
	Iteration 36Q: 3 clusters Score -8286227 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 137104 members 
Entering Unmasked Estep 
Score: -8286410.500000 Penalty: 3853.860352
	Iteration 37Q: 3 clusters Score -8286410 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 137517 members 
Entering Unmasked Estep 
Score: -8286577.500000 Penalty: 3853.860352
	Iteration 38Q: 3 clusters Score -8286578 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 137909 members 
Entering Unmasked Estep 
Score: -8286729.000000 Penalty: 3853.860352
	Iteration 39Q: 3 clusters Score -8286729 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 138259 members 
Entering Unmasked Estep 
Score: -8286855.500000 Penalty: 3853.860352
	Iteration 40F: 3 clusters Score -8286856 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 138556 members 
Entering Unmasked Estep 
Score: -8286949.000000 Penalty: 3853.860352
	Iteration 41Q: 3 clusters Score -8286949 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 138814 members 
Entering Unmasked Estep 
Score: -8287030.500000 Penalty: 3853.860352
	Iteration 42Q: 3 clusters Score -8287030 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 139044 members 
Entering Unmasked Estep 
Score: -8287134.500000 Penalty: 3853.860352
	Iteration 43Q: 3 clusters Score -8287134 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 139211 members 
Entering Unmasked Estep 
Score: -8287196.500000 Penalty: 3853.860352
	Iteration 44Q: 3 clusters Score -8287196 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 139353 members 
Entering Unmasked Estep 
Score: -8287230.000000 Penalty: 3853.860352
	Iteration 45Q: 3 clusters Score -8287230 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 139478 members 
Entering Unmasked Estep 
Score: -8287284.000000 Penalty: 3853.860352
	Iteration 46Q: 3 clusters Score -8287284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 139572 members 
Entering Unmasked Estep 
Score: -8287303.000000 Penalty: 3853.860352
	Iteration 47Q: 3 clusters Score -8287303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 139641 members 
Entering Unmasked Estep 
Score: -8287327.000000 Penalty: 3853.860352
	Iteration 48Q: 3 clusters Score -8287327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 139695 members 
Entering Unmasked Estep 
Score: -8287351.500000 Penalty: 3853.860352
	Iteration 49Q: 3 clusters Score -8287352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 139741 members 
Entering Unmasked Estep 
Score: -8287352.000000 Penalty: 3853.860352
	Iteration 50Q: 3 clusters Score -8287352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 139782 members 
Entering Unmasked Estep 
Score: -8287382.500000 Penalty: 3853.860352
	Iteration 51Q: 3 clusters Score -8287382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 139835 members 
Entering Unmasked Estep 
Score: -8287377.000000 Penalty: 3853.860352
	Iteration 52Q: 3 clusters Score -8287377 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 139879 members 
Entering Unmasked Estep 
Score: -8287410.000000 Penalty: 3853.860352
	Iteration 53Q: 3 clusters Score -8287410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 139920 members 
Entering Unmasked Estep 
Score: -8287423.000000 Penalty: 3853.860352
	Iteration 54Q: 3 clusters Score -8287423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 139961 members 
Entering Unmasked Estep 
Score: -8287467.500000 Penalty: 3853.860352
	Iteration 55Q: 3 clusters Score -8287468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 139998 members 
Entering Unmasked Estep 
Score: -8287481.500000 Penalty: 3853.860352
	Iteration 56Q: 3 clusters Score -8287482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -8287487.000000 Penalty: 3853.860352
	Iteration 57Q: 3 clusters Score -8287487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 140053 members 
Entering Unmasked Estep 
Score: -8287496.000000 Penalty: 3853.860352
	Iteration 58Q: 3 clusters Score -8287496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 140070 members 
Entering Unmasked Estep 
Score: -8287508.500000 Penalty: 3853.860352
	Iteration 59Q: 3 clusters Score -8287508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 140090 members 
Entering Unmasked Estep 
Score: -8287519.000000 Penalty: 3853.860352
	Iteration 60F: 3 clusters Score -8287519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 140112 members 
Entering Unmasked Estep 
Score: -8287539.000000 Penalty: 3853.860352
	Iteration 61Q: 3 clusters Score -8287539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 140125 members 
Entering Unmasked Estep 
Score: -8287539.500000 Penalty: 3853.860352
	Iteration 62Q: 3 clusters Score -8287540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -8287545.000000 Penalty: 3853.860352
	Iteration 63Q: 3 clusters Score -8287545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 140164 members 
Entering Unmasked Estep 
Score: -8287554.500000 Penalty: 3853.860352
	Iteration 64Q: 3 clusters Score -8287554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 140175 members 
Entering Unmasked Estep 
Score: -8287562.000000 Penalty: 3853.860352
	Iteration 65Q: 3 clusters Score -8287562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 140187 members 
Entering Unmasked Estep 
Score: -8287561.500000 Penalty: 3853.860352
	Iteration 66Q: 3 clusters Score -8287562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 140204 members 
Entering Unmasked Estep 
Score: -8287575.500000 Penalty: 3853.860352
	Iteration 67Q: 3 clusters Score -8287576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 140214 members 
Entering Unmasked Estep 
Score: -8287572.500000 Penalty: 3853.860352
	Iteration 68Q: 3 clusters Score -8287572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 140225 members 
Entering Unmasked Estep 
Score: -8287582.500000 Penalty: 3853.860352
	Iteration 69Q: 3 clusters Score -8287582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 140238 members 
Entering Unmasked Estep 
Score: -8287583.500000 Penalty: 3853.860352
	Iteration 70Q: 3 clusters Score -8287584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 140248 members 
Entering Unmasked Estep 
Score: -8287587.000000 Penalty: 3853.860352
	Iteration 71Q: 3 clusters Score -8287587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 140252 members 
Entering Unmasked Estep 
Score: -8287588.500000 Penalty: 3853.860352
	Iteration 72Q: 3 clusters Score -8287588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 140260 members 
Entering Unmasked Estep 
Score: -8287588.500000 Penalty: 3853.860352
	Iteration 73Q: 3 clusters Score -8287588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 140265 members 
Entering Unmasked Estep 
Score: -8287598.500000 Penalty: 3853.860352
	Iteration 74Q: 3 clusters Score -8287598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 140272 members 
Entering Unmasked Estep 
Score: -8287605.000000 Penalty: 3853.860352
	Iteration 75Q: 3 clusters Score -8287605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 140281 members 
Entering Unmasked Estep 
Score: -8287611.500000 Penalty: 3853.860352
	Iteration 76Q: 3 clusters Score -8287612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 140293 members 
Entering Unmasked Estep 
Score: -8287616.500000 Penalty: 3853.860352
	Iteration 77Q: 3 clusters Score -8287616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 140294 members 
Entering Unmasked Estep 
Score: -8287616.000000 Penalty: 3853.860352
	Iteration 78Q: 3 clusters Score -8287616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 140299 members 
Entering Unmasked Estep 
Score: -8287616.000000 Penalty: 3853.860352
	Iteration 79Q: 3 clusters Score -8287616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 140300 members 
Entering Unmasked Estep 
Score: -8287615.500000 Penalty: 3853.860352
	Iteration 80F: 3 clusters Score -8287616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 140301 members 
Entering Unmasked Estep 
Score: -8287616.000000 Penalty: 3853.860352
	Iteration 81Q: 3 clusters Score -8287616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 140301 members 
Entering Unmasked Estep 
Score: -8287616.000000 Penalty: 3853.860352
	Iteration 82F: 3 clusters Score -8287616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -362578.687500 Penalty: 1423.165405
	Iteration 0F: 2 clusters Score -362578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -357736.593750 Penalty: 2846.330811
	Iteration 0F: 3 clusters Score -357736.6 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -359151.656250 Penalty: 2846.330811
	Iteration 1F: 3 clusters Score -359151.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -359336.875000 Penalty: 2846.330811
	Iteration 2F: 3 clusters Score -359336.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -359503.625000 Penalty: 2846.330811
	Iteration 3F: 3 clusters Score -359503.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -359666.531250 Penalty: 2846.330811
	Iteration 4Q: 3 clusters Score -359666.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -359821.281250 Penalty: 2846.330811
	Iteration 5Q: 3 clusters Score -359821.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -359979.500000 Penalty: 2846.330811
	Iteration 6Q: 3 clusters Score -359979.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -360119.875000 Penalty: 2846.330811
	Iteration 7Q: 3 clusters Score -360119.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -360269.687500 Penalty: 2846.330811
	Iteration 8Q: 3 clusters Score -360269.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -360448.468750 Penalty: 2846.330811
	Iteration 9Q: 3 clusters Score -360448.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -360620.187500 Penalty: 2846.330811
	Iteration 10Q: 3 clusters Score -360620.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -360776.562500 Penalty: 2846.330811
	Iteration 11Q: 3 clusters Score -360776.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -360898.281250 Penalty: 2846.330811
	Iteration 12Q: 3 clusters Score -360898.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -360989.687500 Penalty: 2846.330811
	Iteration 13Q: 3 clusters Score -360989.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -361076.125000 Penalty: 2846.330811
	Iteration 14Q: 3 clusters Score -361076.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -361157.531250 Penalty: 2846.330811
	Iteration 15Q: 3 clusters Score -361157.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -361225.781250 Penalty: 2846.330811
	Iteration 16Q: 3 clusters Score -361225.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -361265.718750 Penalty: 2846.330811
	Iteration 17Q: 3 clusters Score -361265.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -361305.906250 Penalty: 2846.330811
	Iteration 18Q: 3 clusters Score -361305.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -361332.750000 Penalty: 2846.330811
	Iteration 19Q: 3 clusters Score -361332.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -361350.156250 Penalty: 2846.330811
	Iteration 20F: 3 clusters Score -361350.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -361370.812500 Penalty: 2846.330811
	Iteration 21Q: 3 clusters Score -361370.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -361392.906250 Penalty: 2846.330811
	Iteration 22Q: 3 clusters Score -361392.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -361410.312500 Penalty: 2846.330811
	Iteration 23Q: 3 clusters Score -361410.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -361426.156250 Penalty: 2846.330811
	Iteration 24Q: 3 clusters Score -361426.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -361434.000000 Penalty: 2846.330811
	Iteration 25Q: 3 clusters Score -361434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -361441.687500 Penalty: 2846.330811
	Iteration 26Q: 3 clusters Score -361441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -361443.343750 Penalty: 2846.330811
	Iteration 27Q: 3 clusters Score -361443.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -361447.687500 Penalty: 2846.330811
	Iteration 28Q: 3 clusters Score -361447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -361449.062500 Penalty: 2846.330811
	Iteration 29Q: 3 clusters Score -361449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -361449.843750 Penalty: 2846.330811
	Iteration 30Q: 3 clusters Score -361449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -361453.937500 Penalty: 2846.330811
	Iteration 31Q: 3 clusters Score -361453.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -361459.500000 Penalty: 2846.330811
	Iteration 32Q: 3 clusters Score -361459.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -361463.812500 Penalty: 2846.330811
	Iteration 33Q: 3 clusters Score -361463.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -361465.281250 Penalty: 2846.330811
	Iteration 34Q: 3 clusters Score -361465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -361466.500000 Penalty: 2846.330811
	Iteration 35Q: 3 clusters Score -361466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -361468.281250 Penalty: 2846.330811
	Iteration 36Q: 3 clusters Score -361468.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -361471.250000 Penalty: 2846.330811
	Iteration 37Q: 3 clusters Score -361471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -361472.468750 Penalty: 2846.330811
	Iteration 38Q: 3 clusters Score -361472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -361473.781250 Penalty: 2846.330811
	Iteration 39Q: 3 clusters Score -361473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -361474.718750 Penalty: 2846.330811
	Iteration 40F: 3 clusters Score -361474.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -361475.343750 Penalty: 2846.330811
	Iteration 41Q: 3 clusters Score -361475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -361475.187500 Penalty: 2846.330811
	Iteration 42Q: 3 clusters Score -361475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -361476.312500 Penalty: 2846.330811
	Iteration 43Q: 3 clusters Score -361476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -361478.437500 Penalty: 2846.330811
	Iteration 44Q: 3 clusters Score -361478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -361479.093750 Penalty: 2846.330811
	Iteration 45Q: 3 clusters Score -361479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -361481.187500 Penalty: 2846.330811
	Iteration 46Q: 3 clusters Score -361481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -361482.781250 Penalty: 2846.330811
	Iteration 47Q: 3 clusters Score -361482.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -361482.781250 Penalty: 2846.330811
	Iteration 48F: 3 clusters Score -361482.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -247283.187500 Penalty: 1357.213379
	Iteration 0F: 2 clusters Score -247283.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -243768.046875 Penalty: 2714.426758
	Iteration 0F: 3 clusters Score -243768 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -244691.046875 Penalty: 2714.426758
	Iteration 1F: 3 clusters Score -244691 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -244876.625000 Penalty: 2714.426758
	Iteration 2F: 3 clusters Score -244876.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -245011.750000 Penalty: 2714.426758
	Iteration 3F: 3 clusters Score -245011.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -245130.593750 Penalty: 2714.426758
	Iteration 4Q: 3 clusters Score -245130.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -245223.953125 Penalty: 2714.426758
	Iteration 5Q: 3 clusters Score -245224 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -245334.796875 Penalty: 2714.426758
	Iteration 6Q: 3 clusters Score -245334.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -245442.968750 Penalty: 2714.426758
	Iteration 7Q: 3 clusters Score -245443 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -245554.515625 Penalty: 2714.426758
	Iteration 8Q: 3 clusters Score -245554.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -245635.062500 Penalty: 2714.426758
	Iteration 9Q: 3 clusters Score -245635.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -245700.859375 Penalty: 2714.426758
	Iteration 10Q: 3 clusters Score -245700.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -245759.609375 Penalty: 2714.426758
	Iteration 11Q: 3 clusters Score -245759.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -245819.656250 Penalty: 2714.426758
	Iteration 12Q: 3 clusters Score -245819.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -245863.125000 Penalty: 2714.426758
	Iteration 13Q: 3 clusters Score -245863.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -245900.703125 Penalty: 2714.426758
	Iteration 14Q: 3 clusters Score -245900.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -245934.828125 Penalty: 2714.426758
	Iteration 15Q: 3 clusters Score -245934.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -245972.593750 Penalty: 2714.426758
	Iteration 16Q: 3 clusters Score -245972.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -246014.046875 Penalty: 2714.426758
	Iteration 17Q: 3 clusters Score -246014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -246047.296875 Penalty: 2714.426758
	Iteration 18Q: 3 clusters Score -246047.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -246075.906250 Penalty: 2714.426758
	Iteration 19Q: 3 clusters Score -246075.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -246102.687500 Penalty: 2714.426758
	Iteration 20F: 3 clusters Score -246102.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -246124.234375 Penalty: 2714.426758
	Iteration 21Q: 3 clusters Score -246124.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -246138.421875 Penalty: 2714.426758
	Iteration 22Q: 3 clusters Score -246138.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -246152.296875 Penalty: 2714.426758
	Iteration 23Q: 3 clusters Score -246152.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -246168.218750 Penalty: 2714.426758
	Iteration 24Q: 3 clusters Score -246168.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -246178.250000 Penalty: 2714.426758
	Iteration 25Q: 3 clusters Score -246178.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -246187.703125 Penalty: 2714.426758
	Iteration 26Q: 3 clusters Score -246187.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -246197.171875 Penalty: 2714.426758
	Iteration 27Q: 3 clusters Score -246197.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -246208.312500 Penalty: 2714.426758
	Iteration 28Q: 3 clusters Score -246208.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -246217.015625 Penalty: 2714.426758
	Iteration 29Q: 3 clusters Score -246217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -246228.843750 Penalty: 2714.426758
	Iteration 30Q: 3 clusters Score -246228.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -246238.484375 Penalty: 2714.426758
	Iteration 31Q: 3 clusters Score -246238.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -246248.015625 Penalty: 2714.426758
	Iteration 32Q: 3 clusters Score -246248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -246254.765625 Penalty: 2714.426758
	Iteration 33Q: 3 clusters Score -246254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -246258.500000 Penalty: 2714.426758
	Iteration 34Q: 3 clusters Score -246258.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -246262.843750 Penalty: 2714.426758
	Iteration 35Q: 3 clusters Score -246262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -246269.218750 Penalty: 2714.426758
	Iteration 36Q: 3 clusters Score -246269.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -246278.359375 Penalty: 2714.426758
	Iteration 37Q: 3 clusters Score -246278.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -246284.578125 Penalty: 2714.426758
	Iteration 38Q: 3 clusters Score -246284.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -246291.234375 Penalty: 2714.426758
	Iteration 39Q: 3 clusters Score -246291.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -246298.625000 Penalty: 2714.426758
	Iteration 40F: 3 clusters Score -246298.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -246305.750000 Penalty: 2714.426758
	Iteration 41Q: 3 clusters Score -246305.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -246312.406250 Penalty: 2714.426758
	Iteration 42Q: 3 clusters Score -246312.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -246318.328125 Penalty: 2714.426758
	Iteration 43Q: 3 clusters Score -246318.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -246322.859375 Penalty: 2714.426758
	Iteration 44Q: 3 clusters Score -246322.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -246327.203125 Penalty: 2714.426758
	Iteration 45Q: 3 clusters Score -246327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -246329.921875 Penalty: 2714.426758
	Iteration 46Q: 3 clusters Score -246329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -246331.281250 Penalty: 2714.426758
	Iteration 47Q: 3 clusters Score -246331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -246331.343750 Penalty: 2714.426758
	Iteration 48Q: 3 clusters Score -246331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -246331.421875 Penalty: 2714.426758
	Iteration 49Q: 3 clusters Score -246331.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -246331.421875 Penalty: 2714.426758
	Iteration 50F: 3 clusters Score -246331.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Entering Unmasked Estep 
Score: -5322315.500000 Penalty: 1855.095703
	Iteration 0F: 2 clusters Score -5322316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -5261305.000000 Penalty: 3710.191406
	Iteration 0F: 3 clusters Score -5261305 nChanged 43537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -5287064.500000 Penalty: 3710.191406
	Iteration 1F: 3 clusters Score -5287064 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -5288032.500000 Penalty: 3710.191406
	Iteration 2Q: 3 clusters Score -5288032 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -5289566.500000 Penalty: 3710.191406
	Iteration 3Q: 3 clusters Score -5289566 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -5292286.000000 Penalty: 3710.191406
	Iteration 4F: 3 clusters Score -5292286 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -5296709.500000 Penalty: 3710.191406
	Iteration 5F: 3 clusters Score -5296710 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -5302681.000000 Penalty: 3710.191406
	Iteration 6F: 3 clusters Score -5302681 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -5308890.500000 Penalty: 3710.191406
	Iteration 7F: 3 clusters Score -5308890 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -5313878.000000 Penalty: 3710.191406
	Iteration 8F: 3 clusters Score -5313878 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -5317151.500000 Penalty: 3710.191406
	Iteration 9Q: 3 clusters Score -5317152 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -5318946.500000 Penalty: 3710.191406
	Iteration 10Q: 3 clusters Score -5318946 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -5319870.500000 Penalty: 3710.191406
	Iteration 11Q: 3 clusters Score -5319870 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -5320375.000000 Penalty: 3710.191406
	Iteration 12Q: 3 clusters Score -5320375 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 88874 members 
Entering Unmasked Estep 
Score: -5320674.500000 Penalty: 3710.191406
	Iteration 13Q: 3 clusters Score -5320674 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 89118 members 
Entering Unmasked Estep 
Score: -5320959.500000 Penalty: 3710.191406
	Iteration 14Q: 3 clusters Score -5320960 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -5321151.000000 Penalty: 3710.191406
	Iteration 15Q: 3 clusters Score -5321151 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -5321288.500000 Penalty: 3710.191406
	Iteration 16Q: 3 clusters Score -5321288 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -5321347.500000 Penalty: 3710.191406
	Iteration 17Q: 3 clusters Score -5321348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -5321400.500000 Penalty: 3710.191406
	Iteration 18Q: 3 clusters Score -5321400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -5321416.000000 Penalty: 3710.191406
	Iteration 19Q: 3 clusters Score -5321416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -5321427.500000 Penalty: 3710.191406
	Iteration 20F: 3 clusters Score -5321428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -5321445.000000 Penalty: 3710.191406
	Iteration 21Q: 3 clusters Score -5321445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -5321455.500000 Penalty: 3710.191406
	Iteration 22Q: 3 clusters Score -5321456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
Score: -5321464.500000 Penalty: 3710.191406
	Iteration 23Q: 3 clusters Score -5321464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -5321465.500000 Penalty: 3710.191406
	Iteration 24Q: 3 clusters Score -5321466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -5321473.500000 Penalty: 3710.191406
	Iteration 25Q: 3 clusters Score -5321474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
Score: -5321475.000000 Penalty: 3710.191406
	Iteration 26Q: 3 clusters Score -5321475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -5321464.000000 Penalty: 3710.191406
	Iteration 27Q: 3 clusters Score -5321464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
Score: -5321471.000000 Penalty: 3710.191406
	Iteration 28Q: 3 clusters Score -5321471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 89501 members 
Entering Unmasked Estep 
Score: -5321471.500000 Penalty: 3710.191406
	Iteration 29Q: 3 clusters Score -5321472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -5321468.500000 Penalty: 3710.191406
	Iteration 30Q: 3 clusters Score -5321468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -5321481.500000 Penalty: 3710.191406
	Iteration 31Q: 3 clusters Score -5321482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -5321483.500000 Penalty: 3710.191406
	Iteration 32Q: 3 clusters Score -5321484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -5321478.000000 Penalty: 3710.191406
	Iteration 33Q: 3 clusters Score -5321478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -5321486.500000 Penalty: 3710.191406
	Iteration 34Q: 3 clusters Score -5321486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -5321487.000000 Penalty: 3710.191406
	Iteration 35Q: 3 clusters Score -5321487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -5321487.000000 Penalty: 3710.191406
	Iteration 36Q: 3 clusters Score -5321487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -5321487.000000 Penalty: 3710.191406
	Iteration 37F: 3 clusters Score -5321487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Entering Unmasked Estep 
Score: -847175.562500 Penalty: 1562.254028
	Iteration 0F: 2 clusters Score -847175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -836830.625000 Penalty: 3124.508057
	Iteration 0F: 3 clusters Score -836830.6 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -840662.500000 Penalty: 3124.508057
	Iteration 1F: 3 clusters Score -840662.5 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -841258.187500 Penalty: 3124.508057
	Iteration 2F: 3 clusters Score -841258.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -841892.375000 Penalty: 3124.508057
	Iteration 3F: 3 clusters Score -841892.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -842560.312500 Penalty: 3124.508057
	Iteration 4F: 3 clusters Score -842560.3 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -843192.687500 Penalty: 3124.508057
	Iteration 5F: 3 clusters Score -843192.7 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -843762.312500 Penalty: 3124.508057
	Iteration 6F: 3 clusters Score -843762.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -844293.625000 Penalty: 3124.508057
	Iteration 7Q: 3 clusters Score -844293.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -844731.750000 Penalty: 3124.508057
	Iteration 8Q: 3 clusters Score -844731.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -845056.875000 Penalty: 3124.508057
	Iteration 9Q: 3 clusters Score -845056.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -845306.375000 Penalty: 3124.508057
	Iteration 10Q: 3 clusters Score -845306.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -845478.937500 Penalty: 3124.508057
	Iteration 11Q: 3 clusters Score -845478.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -845624.312500 Penalty: 3124.508057
	Iteration 12Q: 3 clusters Score -845624.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -845732.500000 Penalty: 3124.508057
	Iteration 13Q: 3 clusters Score -845732.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -845823.000000 Penalty: 3124.508057
	Iteration 14Q: 3 clusters Score -845823 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -845880.875000 Penalty: 3124.508057
	Iteration 15Q: 3 clusters Score -845880.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -845912.437500 Penalty: 3124.508057
	Iteration 16Q: 3 clusters Score -845912.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -845937.062500 Penalty: 3124.508057
	Iteration 17Q: 3 clusters Score -845937.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -845961.062500 Penalty: 3124.508057
	Iteration 18Q: 3 clusters Score -845961.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -845970.687500 Penalty: 3124.508057
	Iteration 19Q: 3 clusters Score -845970.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -845980.750000 Penalty: 3124.508057
	Iteration 20F: 3 clusters Score -845980.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -845987.625000 Penalty: 3124.508057
	Iteration 21Q: 3 clusters Score -845987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -845992.625000 Penalty: 3124.508057
	Iteration 22Q: 3 clusters Score -845992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -845995.812500 Penalty: 3124.508057
	Iteration 23Q: 3 clusters Score -845995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -845996.062500 Penalty: 3124.508057
	Iteration 24Q: 3 clusters Score -845996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -845996.250000 Penalty: 3124.508057
	Iteration 25Q: 3 clusters Score -845996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -845996.250000 Penalty: 3124.508057
	Iteration 26F: 3 clusters Score -845996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -120573.453125 Penalty: 1253.126709
	Iteration 0F: 2 clusters Score -120573.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -118357.093750 Penalty: 2506.253418
	Iteration 0F: 3 clusters Score -118357.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -118819.742188 Penalty: 2506.253418
	Iteration 1F: 3 clusters Score -118819.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -118935.296875 Penalty: 2506.253418
	Iteration 2F: 3 clusters Score -118935.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -119018.906250 Penalty: 2506.253418
	Iteration 3Q: 3 clusters Score -119018.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -119093.296875 Penalty: 2506.253418
	Iteration 4Q: 3 clusters Score -119093.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -119155.070312 Penalty: 2506.253418
	Iteration 5Q: 3 clusters Score -119155.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -119211.109375 Penalty: 2506.253418
	Iteration 6Q: 3 clusters Score -119211.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -119285.601562 Penalty: 2506.253418
	Iteration 7Q: 3 clusters Score -119285.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -119371.281250 Penalty: 2506.253418
	Iteration 8Q: 3 clusters Score -119371.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -119488.507812 Penalty: 2506.253418
	Iteration 9Q: 3 clusters Score -119488.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -119673.078125 Penalty: 2506.253418
	Iteration 10Q: 3 clusters Score -119673.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -119839.828125 Penalty: 2506.253418
	Iteration 11Q: 3 clusters Score -119839.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -119952.453125 Penalty: 2506.253418
	Iteration 12Q: 3 clusters Score -119952.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -120015.710938 Penalty: 2506.253418
	Iteration 13Q: 3 clusters Score -120015.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120080.132812 Penalty: 2506.253418
	Iteration 14Q: 3 clusters Score -120080.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -120135.062500 Penalty: 2506.253418
	Iteration 15Q: 3 clusters Score -120135.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -120161.476562 Penalty: 2506.253418
	Iteration 16Q: 3 clusters Score -120161.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -120185.515625 Penalty: 2506.253418
	Iteration 17Q: 3 clusters Score -120185.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -120200.968750 Penalty: 2506.253418
	Iteration 18Q: 3 clusters Score -120201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -120209.375000 Penalty: 2506.253418
	Iteration 19Q: 3 clusters Score -120209.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -120214.953125 Penalty: 2506.253418
	Iteration 20F: 3 clusters Score -120215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120218.992188 Penalty: 2506.253418
	Iteration 21Q: 3 clusters Score -120219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120220.625000 Penalty: 2506.253418
	Iteration 22Q: 3 clusters Score -120220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -120222.750000 Penalty: 2506.253418
	Iteration 23Q: 3 clusters Score -120222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120223.664062 Penalty: 2506.253418
	Iteration 24Q: 3 clusters Score -120223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120223.664062 Penalty: 2506.253418
	Iteration 25F: 3 clusters Score -120223.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -232105.812500 Penalty: 1355.440430
	Iteration 0F: 2 clusters Score -232105.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -228610.578125 Penalty: 2710.880859
	Iteration 0F: 3 clusters Score -228610.6 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -229530.375000 Penalty: 2710.880859
	Iteration 1F: 3 clusters Score -229530.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -229827.171875 Penalty: 2710.880859
	Iteration 2F: 3 clusters Score -229827.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -230093.859375 Penalty: 2710.880859
	Iteration 3F: 3 clusters Score -230093.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -230309.718750 Penalty: 2710.880859
	Iteration 4F: 3 clusters Score -230309.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -230473.765625 Penalty: 2710.880859
	Iteration 5F: 3 clusters Score -230473.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -230604.765625 Penalty: 2710.880859
	Iteration 6Q: 3 clusters Score -230604.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -230687.718750 Penalty: 2710.880859
	Iteration 7Q: 3 clusters Score -230687.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -230749.218750 Penalty: 2710.880859
	Iteration 8Q: 3 clusters Score -230749.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -230798.296875 Penalty: 2710.880859
	Iteration 9Q: 3 clusters Score -230798.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -230841.390625 Penalty: 2710.880859
	Iteration 10Q: 3 clusters Score -230841.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -230869.328125 Penalty: 2710.880859
	Iteration 11Q: 3 clusters Score -230869.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -230885.687500 Penalty: 2710.880859
	Iteration 12Q: 3 clusters Score -230885.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -230897.468750 Penalty: 2710.880859
	Iteration 13Q: 3 clusters Score -230897.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -230907.593750 Penalty: 2710.880859
	Iteration 14Q: 3 clusters Score -230907.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -230915.906250 Penalty: 2710.880859
	Iteration 15Q: 3 clusters Score -230915.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -230922.609375 Penalty: 2710.880859
	Iteration 16Q: 3 clusters Score -230922.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -230928.515625 Penalty: 2710.880859
	Iteration 17Q: 3 clusters Score -230928.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -230934.515625 Penalty: 2710.880859
	Iteration 18Q: 3 clusters Score -230934.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -230940.406250 Penalty: 2710.880859
	Iteration 19Q: 3 clusters Score -230940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -230947.281250 Penalty: 2710.880859
	Iteration 20F: 3 clusters Score -230947.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -230951.093750 Penalty: 2710.880859
	Iteration 21Q: 3 clusters Score -230951.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -230954.125000 Penalty: 2710.880859
	Iteration 22Q: 3 clusters Score -230954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -230956.828125 Penalty: 2710.880859
	Iteration 23Q: 3 clusters Score -230956.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -230959.296875 Penalty: 2710.880859
	Iteration 24Q: 3 clusters Score -230959.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -230961.500000 Penalty: 2710.880859
	Iteration 25Q: 3 clusters Score -230961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -230962.218750 Penalty: 2710.880859
	Iteration 26Q: 3 clusters Score -230962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -230963.421875 Penalty: 2710.880859
	Iteration 27Q: 3 clusters Score -230963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -230964.687500 Penalty: 2710.880859
	Iteration 28Q: 3 clusters Score -230964.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -230965.968750 Penalty: 2710.880859
	Iteration 29Q: 3 clusters Score -230966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -230966.406250 Penalty: 2710.880859
	Iteration 30Q: 3 clusters Score -230966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -230966.531250 Penalty: 2710.880859
	Iteration 31Q: 3 clusters Score -230966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -230966.531250 Penalty: 2710.880859
	Iteration 32F: 3 clusters Score -230966.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Entering Unmasked Estep 
Score: -1421708.125000 Penalty: 1657.269165
	Iteration 0F: 2 clusters Score -1421708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1403642.250000 Penalty: 3314.538330
	Iteration 0F: 3 clusters Score -1403642 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1410280.250000 Penalty: 3314.538330
	Iteration 1F: 3 clusters Score -1410280 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1410718.750000 Penalty: 3314.538330
	Iteration 2Q: 3 clusters Score -1410719 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1411185.500000 Penalty: 3314.538330
	Iteration 3Q: 3 clusters Score -1411186 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1411736.500000 Penalty: 3314.538330
	Iteration 4Q: 3 clusters Score -1411736 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1412412.375000 Penalty: 3314.538330
	Iteration 5F: 3 clusters Score -1412412 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1413218.750000 Penalty: 3314.538330
	Iteration 6F: 3 clusters Score -1413219 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1414130.750000 Penalty: 3314.538330
	Iteration 7F: 3 clusters Score -1414131 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1415065.875000 Penalty: 3314.538330
	Iteration 8F: 3 clusters Score -1415066 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1415997.125000 Penalty: 3314.538330
	Iteration 9Q: 3 clusters Score -1415997 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1416856.375000 Penalty: 3314.538330
	Iteration 10Q: 3 clusters Score -1416856 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1417577.500000 Penalty: 3314.538330
	Iteration 11Q: 3 clusters Score -1417578 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1418078.750000 Penalty: 3314.538330
	Iteration 12Q: 3 clusters Score -1418079 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1418390.250000 Penalty: 3314.538330
	Iteration 13Q: 3 clusters Score -1418390 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1418607.500000 Penalty: 3314.538330
	Iteration 14Q: 3 clusters Score -1418608 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1418791.500000 Penalty: 3314.538330
	Iteration 15Q: 3 clusters Score -1418792 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1418970.750000 Penalty: 3314.538330
	Iteration 16Q: 3 clusters Score -1418971 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1419169.375000 Penalty: 3314.538330
	Iteration 17Q: 3 clusters Score -1419169 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1419367.375000 Penalty: 3314.538330
	Iteration 18Q: 3 clusters Score -1419367 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1419523.500000 Penalty: 3314.538330
	Iteration 19Q: 3 clusters Score -1419524 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1419645.250000 Penalty: 3314.538330
	Iteration 20F: 3 clusters Score -1419645 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1419754.750000 Penalty: 3314.538330
	Iteration 21Q: 3 clusters Score -1419755 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1419854.125000 Penalty: 3314.538330
	Iteration 22Q: 3 clusters Score -1419854 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1419950.375000 Penalty: 3314.538330
	Iteration 23Q: 3 clusters Score -1419950 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1420038.750000 Penalty: 3314.538330
	Iteration 24Q: 3 clusters Score -1420039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1420101.125000 Penalty: 3314.538330
	Iteration 25Q: 3 clusters Score -1420101 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1420148.125000 Penalty: 3314.538330
	Iteration 26Q: 3 clusters Score -1420148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1420187.250000 Penalty: 3314.538330
	Iteration 27Q: 3 clusters Score -1420187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1420211.500000 Penalty: 3314.538330
	Iteration 28Q: 3 clusters Score -1420212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1420236.250000 Penalty: 3314.538330
	Iteration 29Q: 3 clusters Score -1420236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1420254.250000 Penalty: 3314.538330
	Iteration 30Q: 3 clusters Score -1420254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1420260.125000 Penalty: 3314.538330
	Iteration 31Q: 3 clusters Score -1420260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1420268.500000 Penalty: 3314.538330
	Iteration 32Q: 3 clusters Score -1420268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1420272.000000 Penalty: 3314.538330
	Iteration 33Q: 3 clusters Score -1420272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1420273.625000 Penalty: 3314.538330
	Iteration 34Q: 3 clusters Score -1420274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1420280.750000 Penalty: 3314.538330
	Iteration 35Q: 3 clusters Score -1420281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1420280.125000 Penalty: 3314.538330
	Iteration 36Q: 3 clusters Score -1420280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1420285.500000 Penalty: 3314.538330
	Iteration 37Q: 3 clusters Score -1420286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1420294.500000 Penalty: 3314.538330
	Iteration 38Q: 3 clusters Score -1420294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1420305.625000 Penalty: 3314.538330
	Iteration 39Q: 3 clusters Score -1420306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1420313.375000 Penalty: 3314.538330
	Iteration 40F: 3 clusters Score -1420313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1420326.625000 Penalty: 3314.538330
	Iteration 41Q: 3 clusters Score -1420327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1420340.500000 Penalty: 3314.538330
	Iteration 42Q: 3 clusters Score -1420340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1420345.875000 Penalty: 3314.538330
	Iteration 43Q: 3 clusters Score -1420346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1420356.625000 Penalty: 3314.538330
	Iteration 44Q: 3 clusters Score -1420357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1420362.375000 Penalty: 3314.538330
	Iteration 45Q: 3 clusters Score -1420362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1420365.750000 Penalty: 3314.538330
	Iteration 46Q: 3 clusters Score -1420366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1420368.500000 Penalty: 3314.538330
	Iteration 47Q: 3 clusters Score -1420368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1420371.000000 Penalty: 3314.538330
	Iteration 48Q: 3 clusters Score -1420371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1420372.000000 Penalty: 3314.538330
	Iteration 49Q: 3 clusters Score -1420372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1420372.750000 Penalty: 3314.538330
	Iteration 50Q: 3 clusters Score -1420373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1420371.750000 Penalty: 3314.538330
	Iteration 51Q: 3 clusters Score -1420372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1420372.625000 Penalty: 3314.538330
	Iteration 52Q: 3 clusters Score -1420373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1420374.750000 Penalty: 3314.538330
	Iteration 53Q: 3 clusters Score -1420375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1420375.500000 Penalty: 3314.538330
	Iteration 54Q: 3 clusters Score -1420376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1420375.500000 Penalty: 3314.538330
	Iteration 55F: 3 clusters Score -1420376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -95012.710938 Penalty: 1208.450317
	Iteration 0F: 2 clusters Score -95012.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -93098.914062 Penalty: 2416.900635
	Iteration 0F: 3 clusters Score -93098.91 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -93497.593750 Penalty: 2416.900635
	Iteration 1F: 3 clusters Score -93497.59 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -93601.921875 Penalty: 2416.900635
	Iteration 2F: 3 clusters Score -93601.92 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -93672.000000 Penalty: 2416.900635
	Iteration 3Q: 3 clusters Score -93672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -93734.328125 Penalty: 2416.900635
	Iteration 4Q: 3 clusters Score -93734.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93801.125000 Penalty: 2416.900635
	Iteration 5Q: 3 clusters Score -93801.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -93876.046875 Penalty: 2416.900635
	Iteration 6Q: 3 clusters Score -93876.05 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -93968.828125 Penalty: 2416.900635
	Iteration 7Q: 3 clusters Score -93968.83 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -94082.117188 Penalty: 2416.900635
	Iteration 8Q: 3 clusters Score -94082.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94153.750000 Penalty: 2416.900635
	Iteration 9Q: 3 clusters Score -94153.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -94217.343750 Penalty: 2416.900635
	Iteration 10Q: 3 clusters Score -94217.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -94256.546875 Penalty: 2416.900635
	Iteration 11Q: 3 clusters Score -94256.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -94273.093750 Penalty: 2416.900635
	Iteration 12Q: 3 clusters Score -94273.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -94289.820312 Penalty: 2416.900635
	Iteration 13Q: 3 clusters Score -94289.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -94299.640625 Penalty: 2416.900635
	Iteration 14Q: 3 clusters Score -94299.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -94307.265625 Penalty: 2416.900635
	Iteration 15Q: 3 clusters Score -94307.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -94313.789062 Penalty: 2416.900635
	Iteration 16Q: 3 clusters Score -94313.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -94319.460938 Penalty: 2416.900635
	Iteration 17Q: 3 clusters Score -94319.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -94325.500000 Penalty: 2416.900635
	Iteration 18Q: 3 clusters Score -94325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -94329.875000 Penalty: 2416.900635
	Iteration 19Q: 3 clusters Score -94329.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -94334.882812 Penalty: 2416.900635
	Iteration 20F: 3 clusters Score -94334.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -94339.023438 Penalty: 2416.900635
	Iteration 21Q: 3 clusters Score -94339.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -94345.664062 Penalty: 2416.900635
	Iteration 22Q: 3 clusters Score -94345.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -94349.726562 Penalty: 2416.900635
	Iteration 23Q: 3 clusters Score -94349.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -94354.390625 Penalty: 2416.900635
	Iteration 24Q: 3 clusters Score -94354.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -94357.093750 Penalty: 2416.900635
	Iteration 25Q: 3 clusters Score -94357.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -94358.062500 Penalty: 2416.900635
	Iteration 26Q: 3 clusters Score -94358.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -94359.421875 Penalty: 2416.900635
	Iteration 27Q: 3 clusters Score -94359.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -94360.242188 Penalty: 2416.900635
	Iteration 28Q: 3 clusters Score -94360.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -94360.625000 Penalty: 2416.900635
	Iteration 29Q: 3 clusters Score -94360.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -94361.117188 Penalty: 2416.900635
	Iteration 30Q: 3 clusters Score -94361.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -94361.117188 Penalty: 2416.900635
	Iteration 31F: 3 clusters Score -94361.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -757531.000000 Penalty: 1540.634155
	Iteration 0F: 2 clusters Score -757531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -748493.750000 Penalty: 3081.268311
	Iteration 0F: 3 clusters Score -748493.8 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -751632.250000 Penalty: 3081.268311
	Iteration 1F: 3 clusters Score -751632.2 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -752083.875000 Penalty: 3081.268311
	Iteration 2F: 3 clusters Score -752083.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -752515.750000 Penalty: 3081.268311
	Iteration 3F: 3 clusters Score -752515.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -752929.687500 Penalty: 3081.268311
	Iteration 4F: 3 clusters Score -752929.7 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -753367.437500 Penalty: 3081.268311
	Iteration 5F: 3 clusters Score -753367.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -753737.937500 Penalty: 3081.268311
	Iteration 6Q: 3 clusters Score -753737.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -754047.562500 Penalty: 3081.268311
	Iteration 7Q: 3 clusters Score -754047.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -754294.562500 Penalty: 3081.268311
	Iteration 8Q: 3 clusters Score -754294.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -754516.562500 Penalty: 3081.268311
	Iteration 9Q: 3 clusters Score -754516.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -754679.812500 Penalty: 3081.268311
	Iteration 10Q: 3 clusters Score -754679.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -754805.062500 Penalty: 3081.268311
	Iteration 11Q: 3 clusters Score -754805.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -754903.437500 Penalty: 3081.268311
	Iteration 12Q: 3 clusters Score -754903.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -754964.250000 Penalty: 3081.268311
	Iteration 13Q: 3 clusters Score -754964.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -755017.062500 Penalty: 3081.268311
	Iteration 14Q: 3 clusters Score -755017.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -755067.375000 Penalty: 3081.268311
	Iteration 15Q: 3 clusters Score -755067.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -755119.062500 Penalty: 3081.268311
	Iteration 16Q: 3 clusters Score -755119.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -755156.750000 Penalty: 3081.268311
	Iteration 17Q: 3 clusters Score -755156.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -755190.000000 Penalty: 3081.268311
	Iteration 18Q: 3 clusters Score -755190 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -755230.687500 Penalty: 3081.268311
	Iteration 19Q: 3 clusters Score -755230.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -755276.250000 Penalty: 3081.268311
	Iteration 20F: 3 clusters Score -755276.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -755323.687500 Penalty: 3081.268311
	Iteration 21Q: 3 clusters Score -755323.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -755380.062500 Penalty: 3081.268311
	Iteration 22Q: 3 clusters Score -755380.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -755431.625000 Penalty: 3081.268311
	Iteration 23Q: 3 clusters Score -755431.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -755487.937500 Penalty: 3081.268311
	Iteration 24Q: 3 clusters Score -755487.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -755551.125000 Penalty: 3081.268311
	Iteration 25Q: 3 clusters Score -755551.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -755605.937500 Penalty: 3081.268311
	Iteration 26Q: 3 clusters Score -755605.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -755652.625000 Penalty: 3081.268311
	Iteration 27Q: 3 clusters Score -755652.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -755701.937500 Penalty: 3081.268311
	Iteration 28Q: 3 clusters Score -755701.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -755749.562500 Penalty: 3081.268311
	Iteration 29Q: 3 clusters Score -755749.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -755797.562500 Penalty: 3081.268311
	Iteration 30Q: 3 clusters Score -755797.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -755841.437500 Penalty: 3081.268311
	Iteration 31Q: 3 clusters Score -755841.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -755881.937500 Penalty: 3081.268311
	Iteration 32Q: 3 clusters Score -755881.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -755925.375000 Penalty: 3081.268311
	Iteration 33Q: 3 clusters Score -755925.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -755975.687500 Penalty: 3081.268311
	Iteration 34Q: 3 clusters Score -755975.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -756013.812500 Penalty: 3081.268311
	Iteration 35Q: 3 clusters Score -756013.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -756051.937500 Penalty: 3081.268311
	Iteration 36Q: 3 clusters Score -756051.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -756090.125000 Penalty: 3081.268311
	Iteration 37Q: 3 clusters Score -756090.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -756120.875000 Penalty: 3081.268311
	Iteration 38Q: 3 clusters Score -756120.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -756140.187500 Penalty: 3081.268311
	Iteration 39Q: 3 clusters Score -756140.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -756163.250000 Penalty: 3081.268311
	Iteration 40F: 3 clusters Score -756163.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -756181.562500 Penalty: 3081.268311
	Iteration 41Q: 3 clusters Score -756181.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -756196.000000 Penalty: 3081.268311
	Iteration 42Q: 3 clusters Score -756196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -756207.125000 Penalty: 3081.268311
	Iteration 43Q: 3 clusters Score -756207.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -756218.312500 Penalty: 3081.268311
	Iteration 44Q: 3 clusters Score -756218.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -756223.687500 Penalty: 3081.268311
	Iteration 45Q: 3 clusters Score -756223.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -756230.812500 Penalty: 3081.268311
	Iteration 46Q: 3 clusters Score -756230.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -756236.250000 Penalty: 3081.268311
	Iteration 47Q: 3 clusters Score -756236.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -756240.250000 Penalty: 3081.268311
	Iteration 48Q: 3 clusters Score -756240.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -756246.875000 Penalty: 3081.268311
	Iteration 49Q: 3 clusters Score -756246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -756252.375000 Penalty: 3081.268311
	Iteration 50Q: 3 clusters Score -756252.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -756256.812500 Penalty: 3081.268311
	Iteration 51Q: 3 clusters Score -756256.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -756263.125000 Penalty: 3081.268311
	Iteration 52Q: 3 clusters Score -756263.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -756269.437500 Penalty: 3081.268311
	Iteration 53Q: 3 clusters Score -756269.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -756271.375000 Penalty: 3081.268311
	Iteration 54Q: 3 clusters Score -756271.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -756275.875000 Penalty: 3081.268311
	Iteration 55Q: 3 clusters Score -756275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -756280.187500 Penalty: 3081.268311
	Iteration 56Q: 3 clusters Score -756280.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -756285.750000 Penalty: 3081.268311
	Iteration 57Q: 3 clusters Score -756285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -756287.125000 Penalty: 3081.268311
	Iteration 58Q: 3 clusters Score -756287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -756287.875000 Penalty: 3081.268311
	Iteration 59Q: 3 clusters Score -756287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -756289.875000 Penalty: 3081.268311
	Iteration 60F: 3 clusters Score -756289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -756292.312500 Penalty: 3081.268311
	Iteration 61Q: 3 clusters Score -756292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -756291.687500 Penalty: 3081.268311
	Iteration 62Q: 3 clusters Score -756291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -756293.875000 Penalty: 3081.268311
	Iteration 63Q: 3 clusters Score -756293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -756293.875000 Penalty: 3081.268311
	Iteration 64F: 3 clusters Score -756293.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -117585.492188 Penalty: 1251.444946
	Iteration 0F: 2 clusters Score -117585.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -115349.523438 Penalty: 2502.889893
	Iteration 0F: 3 clusters Score -115349.5 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -115913.062500 Penalty: 2502.889893
	Iteration 1F: 3 clusters Score -115913.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -116104.054688 Penalty: 2502.889893
	Iteration 2F: 3 clusters Score -116104.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -116443.375000 Penalty: 2502.889893
	Iteration 3F: 3 clusters Score -116443.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -116755.843750 Penalty: 2502.889893
	Iteration 4F: 3 clusters Score -116755.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -116933.500000 Penalty: 2502.889893
	Iteration 5F: 3 clusters Score -116933.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -117048.296875 Penalty: 2502.889893
	Iteration 6Q: 3 clusters Score -117048.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -117137.429688 Penalty: 2502.889893
	Iteration 7Q: 3 clusters Score -117137.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -117204.085938 Penalty: 2502.889893
	Iteration 8Q: 3 clusters Score -117204.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -117269.320312 Penalty: 2502.889893
	Iteration 9Q: 3 clusters Score -117269.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -117330.648438 Penalty: 2502.889893
	Iteration 10Q: 3 clusters Score -117330.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -117378.421875 Penalty: 2502.889893
	Iteration 11Q: 3 clusters Score -117378.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -117403.703125 Penalty: 2502.889893
	Iteration 12Q: 3 clusters Score -117403.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -117425.906250 Penalty: 2502.889893
	Iteration 13Q: 3 clusters Score -117425.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117444.781250 Penalty: 2502.889893
	Iteration 14Q: 3 clusters Score -117444.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -117459.578125 Penalty: 2502.889893
	Iteration 15Q: 3 clusters Score -117459.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -117467.460938 Penalty: 2502.889893
	Iteration 16Q: 3 clusters Score -117467.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -117483.453125 Penalty: 2502.889893
	Iteration 17Q: 3 clusters Score -117483.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -117503.773438 Penalty: 2502.889893
	Iteration 18Q: 3 clusters Score -117503.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -117520.421875 Penalty: 2502.889893
	Iteration 19Q: 3 clusters Score -117520.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -117532.976562 Penalty: 2502.889893
	Iteration 20F: 3 clusters Score -117533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -117539.210938 Penalty: 2502.889893
	Iteration 21Q: 3 clusters Score -117539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -117541.421875 Penalty: 2502.889893
	Iteration 22Q: 3 clusters Score -117541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -117542.140625 Penalty: 2502.889893
	Iteration 23Q: 3 clusters Score -117542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -117542.328125 Penalty: 2502.889893
	Iteration 24Q: 3 clusters Score -117542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -117543.367188 Penalty: 2502.889893
	Iteration 25Q: 3 clusters Score -117543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -117543.773438 Penalty: 2502.889893
	Iteration 26Q: 3 clusters Score -117543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -117543.773438 Penalty: 2502.889893
	Iteration 27F: 3 clusters Score -117543.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -117751.140625 Penalty: 1261.214355
	Iteration 0F: 2 clusters Score -117751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -115465.695312 Penalty: 2522.428711
	Iteration 0F: 3 clusters Score -115465.7 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -116097.765625 Penalty: 2522.428711
	Iteration 1F: 3 clusters Score -116097.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -116259.046875 Penalty: 2522.428711
	Iteration 2F: 3 clusters Score -116259 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -116378.546875 Penalty: 2522.428711
	Iteration 3F: 3 clusters Score -116378.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -116501.593750 Penalty: 2522.428711
	Iteration 4F: 3 clusters Score -116501.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -116599.375000 Penalty: 2522.428711
	Iteration 5Q: 3 clusters Score -116599.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -116703.093750 Penalty: 2522.428711
	Iteration 6Q: 3 clusters Score -116703.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -116796.718750 Penalty: 2522.428711
	Iteration 7Q: 3 clusters Score -116796.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -116868.765625 Penalty: 2522.428711
	Iteration 8Q: 3 clusters Score -116868.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -116922.585938 Penalty: 2522.428711
	Iteration 9Q: 3 clusters Score -116922.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -116956.734375 Penalty: 2522.428711
	Iteration 10Q: 3 clusters Score -116956.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -116989.328125 Penalty: 2522.428711
	Iteration 11Q: 3 clusters Score -116989.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -117019.351562 Penalty: 2522.428711
	Iteration 12Q: 3 clusters Score -117019.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -117049.734375 Penalty: 2522.428711
	Iteration 13Q: 3 clusters Score -117049.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -117080.640625 Penalty: 2522.428711
	Iteration 14Q: 3 clusters Score -117080.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -117097.570312 Penalty: 2522.428711
	Iteration 15Q: 3 clusters Score -117097.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -117108.101562 Penalty: 2522.428711
	Iteration 16Q: 3 clusters Score -117108.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -117118.687500 Penalty: 2522.428711
	Iteration 17Q: 3 clusters Score -117118.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -117128.265625 Penalty: 2522.428711
	Iteration 18Q: 3 clusters Score -117128.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -117135.093750 Penalty: 2522.428711
	Iteration 19Q: 3 clusters Score -117135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -117140.007812 Penalty: 2522.428711
	Iteration 20F: 3 clusters Score -117140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -117142.890625 Penalty: 2522.428711
	Iteration 21Q: 3 clusters Score -117142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -117144.789062 Penalty: 2522.428711
	Iteration 22Q: 3 clusters Score -117144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -117145.453125 Penalty: 2522.428711
	Iteration 23Q: 3 clusters Score -117145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -117145.828125 Penalty: 2522.428711
	Iteration 24Q: 3 clusters Score -117145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -117146.507812 Penalty: 2522.428711
	Iteration 25Q: 3 clusters Score -117146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -117146.507812 Penalty: 2522.428711
	Iteration 26F: 3 clusters Score -117146.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Entering Unmasked Estep 
Score: -641963.875000 Penalty: 1519.927734
	Iteration 0F: 2 clusters Score -641963.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -633966.312500 Penalty: 3039.855469
	Iteration 0F: 3 clusters Score -633966.3 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -636842.875000 Penalty: 3039.855469
	Iteration 1F: 3 clusters Score -636842.9 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -637460.625000 Penalty: 3039.855469
	Iteration 2F: 3 clusters Score -637460.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -638157.687500 Penalty: 3039.855469
	Iteration 3F: 3 clusters Score -638157.7 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -638937.625000 Penalty: 3039.855469
	Iteration 4F: 3 clusters Score -638937.6 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -639639.687500 Penalty: 3039.855469
	Iteration 5F: 3 clusters Score -639639.7 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -640149.562500 Penalty: 3039.855469
	Iteration 6F: 3 clusters Score -640149.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -640505.875000 Penalty: 3039.855469
	Iteration 7Q: 3 clusters Score -640505.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -640770.312500 Penalty: 3039.855469
	Iteration 8Q: 3 clusters Score -640770.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -640970.375000 Penalty: 3039.855469
	Iteration 9Q: 3 clusters Score -640970.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -641130.562500 Penalty: 3039.855469
	Iteration 10Q: 3 clusters Score -641130.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -641241.250000 Penalty: 3039.855469
	Iteration 11Q: 3 clusters Score -641241.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -641325.000000 Penalty: 3039.855469
	Iteration 12Q: 3 clusters Score -641325 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -641391.312500 Penalty: 3039.855469
	Iteration 13Q: 3 clusters Score -641391.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -641422.687500 Penalty: 3039.855469
	Iteration 14Q: 3 clusters Score -641422.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -641443.937500 Penalty: 3039.855469
	Iteration 15Q: 3 clusters Score -641443.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -641468.062500 Penalty: 3039.855469
	Iteration 16Q: 3 clusters Score -641468.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -641496.312500 Penalty: 3039.855469
	Iteration 17Q: 3 clusters Score -641496.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -641520.937500 Penalty: 3039.855469
	Iteration 18Q: 3 clusters Score -641520.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -641538.062500 Penalty: 3039.855469
	Iteration 19Q: 3 clusters Score -641538.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -641549.437500 Penalty: 3039.855469
	Iteration 20F: 3 clusters Score -641549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -641553.750000 Penalty: 3039.855469
	Iteration 21Q: 3 clusters Score -641553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -641556.375000 Penalty: 3039.855469
	Iteration 22Q: 3 clusters Score -641556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -641559.250000 Penalty: 3039.855469
	Iteration 23Q: 3 clusters Score -641559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -641558.687500 Penalty: 3039.855469
	Iteration 24Q: 3 clusters Score -641558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -641562.812500 Penalty: 3039.855469
	Iteration 25Q: 3 clusters Score -641562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -641565.062500 Penalty: 3039.855469
	Iteration 26Q: 3 clusters Score -641565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -641567.125000 Penalty: 3039.855469
	Iteration 27Q: 3 clusters Score -641567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -641567.937500 Penalty: 3039.855469
	Iteration 28Q: 3 clusters Score -641567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -641572.000000 Penalty: 3039.855469
	Iteration 29Q: 3 clusters Score -641572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -641573.937500 Penalty: 3039.855469
	Iteration 30Q: 3 clusters Score -641573.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -641577.812500 Penalty: 3039.855469
	Iteration 31Q: 3 clusters Score -641577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -641581.937500 Penalty: 3039.855469
	Iteration 32Q: 3 clusters Score -641581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -641583.375000 Penalty: 3039.855469
	Iteration 33Q: 3 clusters Score -641583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -641583.937500 Penalty: 3039.855469
	Iteration 34Q: 3 clusters Score -641583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -641584.000000 Penalty: 3039.855469
	Iteration 35Q: 3 clusters Score -641584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -641585.312500 Penalty: 3039.855469
	Iteration 36Q: 3 clusters Score -641585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -641586.250000 Penalty: 3039.855469
	Iteration 37Q: 3 clusters Score -641586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -641587.812500 Penalty: 3039.855469
	Iteration 38Q: 3 clusters Score -641587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -641588.250000 Penalty: 3039.855469
	Iteration 39Q: 3 clusters Score -641588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -641589.000000 Penalty: 3039.855469
	Iteration 40F: 3 clusters Score -641589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -641590.437500 Penalty: 3039.855469
	Iteration 41Q: 3 clusters Score -641590.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -641590.437500 Penalty: 3039.855469
	Iteration 42F: 3 clusters Score -641590.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -217135.687500 Penalty: 1370.353027
	Iteration 0F: 2 clusters Score -217135.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -213399.125000 Penalty: 2740.706055
	Iteration 0F: 3 clusters Score -213399.1 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -214569.812500 Penalty: 2740.706055
	Iteration 1F: 3 clusters Score -214569.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -214855.750000 Penalty: 2740.706055
	Iteration 2F: 3 clusters Score -214855.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -215084.265625 Penalty: 2740.706055
	Iteration 3F: 3 clusters Score -215084.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -215265.187500 Penalty: 2740.706055
	Iteration 4F: 3 clusters Score -215265.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -215386.984375 Penalty: 2740.706055
	Iteration 5Q: 3 clusters Score -215387 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -215473.031250 Penalty: 2740.706055
	Iteration 6Q: 3 clusters Score -215473 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -215557.468750 Penalty: 2740.706055
	Iteration 7Q: 3 clusters Score -215557.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -215616.625000 Penalty: 2740.706055
	Iteration 8Q: 3 clusters Score -215616.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -215680.000000 Penalty: 2740.706055
	Iteration 9Q: 3 clusters Score -215680 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -215738.953125 Penalty: 2740.706055
	Iteration 10Q: 3 clusters Score -215739 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -215804.625000 Penalty: 2740.706055
	Iteration 11Q: 3 clusters Score -215804.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -215868.531250 Penalty: 2740.706055
	Iteration 12Q: 3 clusters Score -215868.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -215932.734375 Penalty: 2740.706055
	Iteration 13Q: 3 clusters Score -215932.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -215991.750000 Penalty: 2740.706055
	Iteration 14Q: 3 clusters Score -215991.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -216048.562500 Penalty: 2740.706055
	Iteration 15Q: 3 clusters Score -216048.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -216095.343750 Penalty: 2740.706055
	Iteration 16Q: 3 clusters Score -216095.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -216134.296875 Penalty: 2740.706055
	Iteration 17Q: 3 clusters Score -216134.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -216181.921875 Penalty: 2740.706055
	Iteration 18Q: 3 clusters Score -216181.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -216216.328125 Penalty: 2740.706055
	Iteration 19Q: 3 clusters Score -216216.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -216253.062500 Penalty: 2740.706055
	Iteration 20F: 3 clusters Score -216253.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -216290.296875 Penalty: 2740.706055
	Iteration 21Q: 3 clusters Score -216290.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -216330.921875 Penalty: 2740.706055
	Iteration 22Q: 3 clusters Score -216330.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -216361.875000 Penalty: 2740.706055
	Iteration 23Q: 3 clusters Score -216361.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -216388.750000 Penalty: 2740.706055
	Iteration 24Q: 3 clusters Score -216388.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -216413.843750 Penalty: 2740.706055
	Iteration 25Q: 3 clusters Score -216413.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -216439.812500 Penalty: 2740.706055
	Iteration 26Q: 3 clusters Score -216439.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -216463.234375 Penalty: 2740.706055
	Iteration 27Q: 3 clusters Score -216463.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -216491.140625 Penalty: 2740.706055
	Iteration 28Q: 3 clusters Score -216491.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -216517.296875 Penalty: 2740.706055
	Iteration 29Q: 3 clusters Score -216517.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -216554.765625 Penalty: 2740.706055
	Iteration 30Q: 3 clusters Score -216554.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -216574.093750 Penalty: 2740.706055
	Iteration 31Q: 3 clusters Score -216574.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -216592.187500 Penalty: 2740.706055
	Iteration 32Q: 3 clusters Score -216592.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -216605.437500 Penalty: 2740.706055
	Iteration 33Q: 3 clusters Score -216605.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -216614.734375 Penalty: 2740.706055
	Iteration 34Q: 3 clusters Score -216614.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -216622.859375 Penalty: 2740.706055
	Iteration 35Q: 3 clusters Score -216622.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -216626.984375 Penalty: 2740.706055
	Iteration 36Q: 3 clusters Score -216627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -216627.468750 Penalty: 2740.706055
	Iteration 37Q: 3 clusters Score -216627.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -216627.656250 Penalty: 2740.706055
	Iteration 38Q: 3 clusters Score -216627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -216627.656250 Penalty: 2740.706055
	Iteration 39F: 3 clusters Score -216627.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -105449.257812 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -105449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -103403.078125 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -103403.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -103790.617188 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -103790.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -103900.640625 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -103900.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -103979.476562 Penalty: 2465.711182
	Iteration 3F: 3 clusters Score -103979.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -104044.796875 Penalty: 2465.711182
	Iteration 4Q: 3 clusters Score -104044.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -104097.625000 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -104097.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -104145.476562 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -104145.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -104178.085938 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -104178.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104209.335938 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -104209.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -104242.929688 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -104242.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -104275.679688 Penalty: 2465.711182
	Iteration 10Q: 3 clusters Score -104275.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -104306.531250 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -104306.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -104338.773438 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -104338.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -104365.507812 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -104365.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -104391.515625 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -104391.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -104407.664062 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -104407.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -104418.375000 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -104418.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -104434.070312 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -104434.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -104446.859375 Penalty: 2465.711182
	Iteration 18Q: 3 clusters Score -104446.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -104461.445312 Penalty: 2465.711182
	Iteration 19Q: 3 clusters Score -104461.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -104470.726562 Penalty: 2465.711182
	Iteration 20F: 3 clusters Score -104470.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -104473.804688 Penalty: 2465.711182
	Iteration 21Q: 3 clusters Score -104473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -104476.742188 Penalty: 2465.711182
	Iteration 22Q: 3 clusters Score -104476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -104479.703125 Penalty: 2465.711182
	Iteration 23Q: 3 clusters Score -104479.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -104483.734375 Penalty: 2465.711182
	Iteration 24Q: 3 clusters Score -104483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -104488.414062 Penalty: 2465.711182
	Iteration 25Q: 3 clusters Score -104488.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -104494.539062 Penalty: 2465.711182
	Iteration 26Q: 3 clusters Score -104494.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -104497.914062 Penalty: 2465.711182
	Iteration 27Q: 3 clusters Score -104497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -104500.679688 Penalty: 2465.711182
	Iteration 28Q: 3 clusters Score -104500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -104501.601562 Penalty: 2465.711182
	Iteration 29Q: 3 clusters Score -104501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -104501.937500 Penalty: 2465.711182
	Iteration 30Q: 3 clusters Score -104501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -104501.937500 Penalty: 2465.711182
	Iteration 31F: 3 clusters Score -104501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Entering Unmasked Estep 
Score: -252451.406250 Penalty: 1378.018555
	Iteration 0F: 2 clusters Score -252451.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -248679.296875 Penalty: 2756.037109
	Iteration 0F: 3 clusters Score -248679.3 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -250158.203125 Penalty: 2756.037109
	Iteration 1F: 3 clusters Score -250158.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -250768.031250 Penalty: 2756.037109
	Iteration 2F: 3 clusters Score -250768 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -251190.515625 Penalty: 2756.037109
	Iteration 3F: 3 clusters Score -251190.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -251440.875000 Penalty: 2756.037109
	Iteration 4F: 3 clusters Score -251440.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -251616.281250 Penalty: 2756.037109
	Iteration 5Q: 3 clusters Score -251616.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -251761.656250 Penalty: 2756.037109
	Iteration 6Q: 3 clusters Score -251761.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -251918.468750 Penalty: 2756.037109
	Iteration 7Q: 3 clusters Score -251918.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -252081.031250 Penalty: 2756.037109
	Iteration 8Q: 3 clusters Score -252081 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -252198.156250 Penalty: 2756.037109
	Iteration 9Q: 3 clusters Score -252198.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -252260.234375 Penalty: 2756.037109
	Iteration 10Q: 3 clusters Score -252260.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -252287.578125 Penalty: 2756.037109
	Iteration 11Q: 3 clusters Score -252287.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -252304.640625 Penalty: 2756.037109
	Iteration 12Q: 3 clusters Score -252304.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -252313.687500 Penalty: 2756.037109
	Iteration 13Q: 3 clusters Score -252313.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -252326.453125 Penalty: 2756.037109
	Iteration 14Q: 3 clusters Score -252326.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -252339.281250 Penalty: 2756.037109
	Iteration 15Q: 3 clusters Score -252339.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -252345.468750 Penalty: 2756.037109
	Iteration 16Q: 3 clusters Score -252345.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -252352.468750 Penalty: 2756.037109
	Iteration 17Q: 3 clusters Score -252352.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -252355.468750 Penalty: 2756.037109
	Iteration 18Q: 3 clusters Score -252355.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -252358.187500 Penalty: 2756.037109
	Iteration 19Q: 3 clusters Score -252358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -252361.468750 Penalty: 2756.037109
	Iteration 20F: 3 clusters Score -252361.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -252363.140625 Penalty: 2756.037109
	Iteration 21Q: 3 clusters Score -252363.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -252365.421875 Penalty: 2756.037109
	Iteration 22Q: 3 clusters Score -252365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -252367.000000 Penalty: 2756.037109
	Iteration 23Q: 3 clusters Score -252367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -252368.625000 Penalty: 2756.037109
	Iteration 24Q: 3 clusters Score -252368.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -252370.062500 Penalty: 2756.037109
	Iteration 25Q: 3 clusters Score -252370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -252371.156250 Penalty: 2756.037109
	Iteration 26Q: 3 clusters Score -252371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -252373.312500 Penalty: 2756.037109
	Iteration 27Q: 3 clusters Score -252373.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -252375.562500 Penalty: 2756.037109
	Iteration 28Q: 3 clusters Score -252375.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -252377.046875 Penalty: 2756.037109
	Iteration 29Q: 3 clusters Score -252377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -252377.187500 Penalty: 2756.037109
	Iteration 30Q: 3 clusters Score -252377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -252377.078125 Penalty: 2756.037109
	Iteration 31Q: 3 clusters Score -252377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -252377.640625 Penalty: 2756.037109
	Iteration 32Q: 3 clusters Score -252377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -252377.640625 Penalty: 2756.037109
	Iteration 33F: 3 clusters Score -252377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Entering Unmasked Estep 
Score: -757566.125000 Penalty: 1551.519531
	Iteration 0F: 2 clusters Score -757566.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -747915.875000 Penalty: 3103.039062
	Iteration 0F: 3 clusters Score -747915.9 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -751245.187500 Penalty: 3103.039062
	Iteration 1F: 3 clusters Score -751245.2 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -751667.500000 Penalty: 3103.039062
	Iteration 2F: 3 clusters Score -751667.5 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -752052.187500 Penalty: 3103.039062
	Iteration 3F: 3 clusters Score -752052.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -752390.562500 Penalty: 3103.039062
	Iteration 4F: 3 clusters Score -752390.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -752756.250000 Penalty: 3103.039062
	Iteration 5Q: 3 clusters Score -752756.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -753181.812500 Penalty: 3103.039062
	Iteration 6F: 3 clusters Score -753181.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -753692.187500 Penalty: 3103.039062
	Iteration 7F: 3 clusters Score -753692.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -754259.750000 Penalty: 3103.039062
	Iteration 8F: 3 clusters Score -754259.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -754843.250000 Penalty: 3103.039062
	Iteration 9Q: 3 clusters Score -754843.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -755342.312500 Penalty: 3103.039062
	Iteration 10Q: 3 clusters Score -755342.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -755739.562500 Penalty: 3103.039062
	Iteration 11Q: 3 clusters Score -755739.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -755981.937500 Penalty: 3103.039062
	Iteration 12Q: 3 clusters Score -755981.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -756129.437500 Penalty: 3103.039062
	Iteration 13Q: 3 clusters Score -756129.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -756203.625000 Penalty: 3103.039062
	Iteration 14Q: 3 clusters Score -756203.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -756258.125000 Penalty: 3103.039062
	Iteration 15Q: 3 clusters Score -756258.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -756305.062500 Penalty: 3103.039062
	Iteration 16Q: 3 clusters Score -756305.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -756341.250000 Penalty: 3103.039062
	Iteration 17Q: 3 clusters Score -756341.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -756374.562500 Penalty: 3103.039062
	Iteration 18Q: 3 clusters Score -756374.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -756402.062500 Penalty: 3103.039062
	Iteration 19Q: 3 clusters Score -756402.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -756444.125000 Penalty: 3103.039062
	Iteration 20F: 3 clusters Score -756444.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -756486.500000 Penalty: 3103.039062
	Iteration 21Q: 3 clusters Score -756486.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -756521.250000 Penalty: 3103.039062
	Iteration 22Q: 3 clusters Score -756521.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -756556.250000 Penalty: 3103.039062
	Iteration 23Q: 3 clusters Score -756556.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -756582.562500 Penalty: 3103.039062
	Iteration 24Q: 3 clusters Score -756582.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -756607.062500 Penalty: 3103.039062
	Iteration 25Q: 3 clusters Score -756607.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -756633.562500 Penalty: 3103.039062
	Iteration 26Q: 3 clusters Score -756633.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -756643.812500 Penalty: 3103.039062
	Iteration 27Q: 3 clusters Score -756643.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -756659.875000 Penalty: 3103.039062
	Iteration 28Q: 3 clusters Score -756659.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -756669.562500 Penalty: 3103.039062
	Iteration 29Q: 3 clusters Score -756669.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -756673.250000 Penalty: 3103.039062
	Iteration 30Q: 3 clusters Score -756673.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -756678.437500 Penalty: 3103.039062
	Iteration 31Q: 3 clusters Score -756678.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -756679.562500 Penalty: 3103.039062
	Iteration 32Q: 3 clusters Score -756679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -756679.625000 Penalty: 3103.039062
	Iteration 33Q: 3 clusters Score -756679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -756683.312500 Penalty: 3103.039062
	Iteration 34Q: 3 clusters Score -756683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -756685.250000 Penalty: 3103.039062
	Iteration 35Q: 3 clusters Score -756685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -756686.062500 Penalty: 3103.039062
	Iteration 36Q: 3 clusters Score -756686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -756687.250000 Penalty: 3103.039062
	Iteration 37Q: 3 clusters Score -756687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -756687.250000 Penalty: 3103.039062
	Iteration 38Q: 3 clusters Score -756687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -756688.000000 Penalty: 3103.039062
	Iteration 39Q: 3 clusters Score -756688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -756690.000000 Penalty: 3103.039062
	Iteration 40F: 3 clusters Score -756690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -756689.187500 Penalty: 3103.039062
	Iteration 41Q: 3 clusters Score -756689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -756689.312500 Penalty: 3103.039062
	Iteration 42Q: 3 clusters Score -756689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -756689.250000 Penalty: 3103.039062
	Iteration 43Q: 3 clusters Score -756689.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -756689.250000 Penalty: 3103.039062
	Iteration 44F: 3 clusters Score -756689.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -164868.218750 Penalty: 1307.408081
	Iteration 0F: 2 clusters Score -164868.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -162062.156250 Penalty: 2614.816162
	Iteration 0F: 3 clusters Score -162062.2 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -162755.578125 Penalty: 2614.816162
	Iteration 1F: 3 clusters Score -162755.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -162905.109375 Penalty: 2614.816162
	Iteration 2F: 3 clusters Score -162905.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -162993.546875 Penalty: 2614.816162
	Iteration 3F: 3 clusters Score -162993.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -163074.109375 Penalty: 2614.816162
	Iteration 4Q: 3 clusters Score -163074.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -163143.703125 Penalty: 2614.816162
	Iteration 5Q: 3 clusters Score -163143.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -163220.296875 Penalty: 2614.816162
	Iteration 6Q: 3 clusters Score -163220.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -163283.062500 Penalty: 2614.816162
	Iteration 7Q: 3 clusters Score -163283.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -163338.031250 Penalty: 2614.816162
	Iteration 8Q: 3 clusters Score -163338 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -163386.656250 Penalty: 2614.816162
	Iteration 9Q: 3 clusters Score -163386.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -163421.468750 Penalty: 2614.816162
	Iteration 10Q: 3 clusters Score -163421.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -163453.250000 Penalty: 2614.816162
	Iteration 11Q: 3 clusters Score -163453.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -163487.125000 Penalty: 2614.816162
	Iteration 12Q: 3 clusters Score -163487.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -163523.171875 Penalty: 2614.816162
	Iteration 13Q: 3 clusters Score -163523.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -163560.390625 Penalty: 2614.816162
	Iteration 14Q: 3 clusters Score -163560.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -163592.171875 Penalty: 2614.816162
	Iteration 15Q: 3 clusters Score -163592.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -163621.390625 Penalty: 2614.816162
	Iteration 16Q: 3 clusters Score -163621.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -163646.125000 Penalty: 2614.816162
	Iteration 17Q: 3 clusters Score -163646.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -163664.312500 Penalty: 2614.816162
	Iteration 18Q: 3 clusters Score -163664.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -163681.578125 Penalty: 2614.816162
	Iteration 19Q: 3 clusters Score -163681.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -163698.546875 Penalty: 2614.816162
	Iteration 20F: 3 clusters Score -163698.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -163712.640625 Penalty: 2614.816162
	Iteration 21Q: 3 clusters Score -163712.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -163727.500000 Penalty: 2614.816162
	Iteration 22Q: 3 clusters Score -163727.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -163742.468750 Penalty: 2614.816162
	Iteration 23Q: 3 clusters Score -163742.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -163755.046875 Penalty: 2614.816162
	Iteration 24Q: 3 clusters Score -163755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -163773.468750 Penalty: 2614.816162
	Iteration 25Q: 3 clusters Score -163773.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -163796.156250 Penalty: 2614.816162
	Iteration 26Q: 3 clusters Score -163796.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -163821.859375 Penalty: 2614.816162
	Iteration 27Q: 3 clusters Score -163821.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -163866.718750 Penalty: 2614.816162
	Iteration 28Q: 3 clusters Score -163866.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -163898.203125 Penalty: 2614.816162
	Iteration 29Q: 3 clusters Score -163898.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -163929.421875 Penalty: 2614.816162
	Iteration 30Q: 3 clusters Score -163929.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -163954.250000 Penalty: 2614.816162
	Iteration 31Q: 3 clusters Score -163954.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -163965.421875 Penalty: 2614.816162
	Iteration 32Q: 3 clusters Score -163965.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -163972.125000 Penalty: 2614.816162
	Iteration 33Q: 3 clusters Score -163972.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -163982.453125 Penalty: 2614.816162
	Iteration 34Q: 3 clusters Score -163982.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -163997.531250 Penalty: 2614.816162
	Iteration 35Q: 3 clusters Score -163997.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -164013.296875 Penalty: 2614.816162
	Iteration 36Q: 3 clusters Score -164013.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -164028.343750 Penalty: 2614.816162
	Iteration 37Q: 3 clusters Score -164028.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -164051.625000 Penalty: 2614.816162
	Iteration 38Q: 3 clusters Score -164051.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -164078.828125 Penalty: 2614.816162
	Iteration 39Q: 3 clusters Score -164078.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -164119.265625 Penalty: 2614.816162
	Iteration 40F: 3 clusters Score -164119.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -164149.875000 Penalty: 2614.816162
	Iteration 41Q: 3 clusters Score -164149.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -164174.359375 Penalty: 2614.816162
	Iteration 42Q: 3 clusters Score -164174.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -164190.718750 Penalty: 2614.816162
	Iteration 43Q: 3 clusters Score -164190.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -164200.890625 Penalty: 2614.816162
	Iteration 44Q: 3 clusters Score -164200.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -164208.359375 Penalty: 2614.816162
	Iteration 45Q: 3 clusters Score -164208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -164210.296875 Penalty: 2614.816162
	Iteration 46Q: 3 clusters Score -164210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -164211.906250 Penalty: 2614.816162
	Iteration 47Q: 3 clusters Score -164211.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -164211.906250 Penalty: 2614.816162
	Iteration 48F: 3 clusters Score -164211.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -70811.085938 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -70811.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -69128.570312 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -69128.57 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69456.234375 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -69456.23 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -69532.164062 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -69532.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -69577.414062 Penalty: 2350.638428
	Iteration 3Q: 3 clusters Score -69577.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -69600.882812 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -69600.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -69621.835938 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -69621.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -69649.281250 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -69649.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -69666.695312 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -69666.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -69681.171875 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -69681.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -69686.195312 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -69686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -69689.804688 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -69689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -69693.750000 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -69693.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -69696.515625 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -69696.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -69698.679688 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -69698.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -69701.640625 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -69701.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -69704.070312 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -69704.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -69708.507812 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -69708.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69713.156250 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -69713.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -69722.890625 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -69722.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -69729.781250 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -69729.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -69736.132812 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -69736.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -69740.109375 Penalty: 2350.638428
	Iteration 21Q: 3 clusters Score -69740.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69745.468750 Penalty: 2350.638428
	Iteration 22Q: 3 clusters Score -69745.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -69751.593750 Penalty: 2350.638428
	Iteration 23Q: 3 clusters Score -69751.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -69756.570312 Penalty: 2350.638428
	Iteration 24Q: 3 clusters Score -69756.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -69759.273438 Penalty: 2350.638428
	Iteration 25Q: 3 clusters Score -69759.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69760.390625 Penalty: 2350.638428
	Iteration 26Q: 3 clusters Score -69760.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69761.859375 Penalty: 2350.638428
	Iteration 27Q: 3 clusters Score -69761.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -69764.398438 Penalty: 2350.638428
	Iteration 28Q: 3 clusters Score -69764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69766.085938 Penalty: 2350.638428
	Iteration 29Q: 3 clusters Score -69766.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -69766.773438 Penalty: 2350.638428
	Iteration 30Q: 3 clusters Score -69766.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69767.312500 Penalty: 2350.638428
	Iteration 31Q: 3 clusters Score -69767.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69767.867188 Penalty: 2350.638428
	Iteration 32Q: 3 clusters Score -69767.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69767.867188 Penalty: 2350.638428
	Iteration 33F: 3 clusters Score -69767.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Entering Unmasked Estep 
Score: -6099192.500000 Penalty: 1873.779785
	Iteration 0F: 2 clusters Score -6099192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -6031292.500000 Penalty: 3747.559570
	Iteration 0F: 3 clusters Score -6031292 nChanged 48465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -6058858.500000 Penalty: 3747.559570
	Iteration 1F: 3 clusters Score -6058858 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -6059504.500000 Penalty: 3747.559570
	Iteration 2Q: 3 clusters Score -6059504 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -6060345.500000 Penalty: 3747.559570
	Iteration 3Q: 3 clusters Score -6060346 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -6061482.500000 Penalty: 3747.559570
	Iteration 4Q: 3 clusters Score -6061482 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -6063171.000000 Penalty: 3747.559570
	Iteration 5Q: 3 clusters Score -6063171 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -6065576.500000 Penalty: 3747.559570
	Iteration 6F: 3 clusters Score -6065576 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -6068739.500000 Penalty: 3747.559570
	Iteration 7F: 3 clusters Score -6068740 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -6073111.500000 Penalty: 3747.559570
	Iteration 8F: 3 clusters Score -6073112 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -6078168.000000 Penalty: 3747.559570
	Iteration 9F: 3 clusters Score -6078168 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -6083596.000000 Penalty: 3747.559570
	Iteration 10F: 3 clusters Score -6083596 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 91788 members 
Entering Unmasked Estep 
Score: -6088756.500000 Penalty: 3747.559570
	Iteration 11F: 3 clusters Score -6088756 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -6092845.500000 Penalty: 3747.559570
	Iteration 12Q: 3 clusters Score -6092846 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -6095486.500000 Penalty: 3747.559570
	Iteration 13Q: 3 clusters Score -6095486 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 100550 members 
Entering Unmasked Estep 
Score: -6096714.000000 Penalty: 3747.559570
	Iteration 14Q: 3 clusters Score -6096714 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -6097220.000000 Penalty: 3747.559570
	Iteration 15Q: 3 clusters Score -6097220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -6097421.000000 Penalty: 3747.559570
	Iteration 16Q: 3 clusters Score -6097421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -6097513.000000 Penalty: 3747.559570
	Iteration 17Q: 3 clusters Score -6097513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -6097570.500000 Penalty: 3747.559570
	Iteration 18Q: 3 clusters Score -6097570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -6097605.500000 Penalty: 3747.559570
	Iteration 19Q: 3 clusters Score -6097606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -6097633.500000 Penalty: 3747.559570
	Iteration 20F: 3 clusters Score -6097634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -6097653.000000 Penalty: 3747.559570
	Iteration 21Q: 3 clusters Score -6097653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 101495 members 
Entering Unmasked Estep 
Score: -6097665.500000 Penalty: 3747.559570
	Iteration 22Q: 3 clusters Score -6097666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
Score: -6097681.000000 Penalty: 3747.559570
	Iteration 23Q: 3 clusters Score -6097681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -6097684.000000 Penalty: 3747.559570
	Iteration 24Q: 3 clusters Score -6097684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -6097688.500000 Penalty: 3747.559570
	Iteration 25Q: 3 clusters Score -6097688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -6097692.500000 Penalty: 3747.559570
	Iteration 26Q: 3 clusters Score -6097692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -6097691.000000 Penalty: 3747.559570
	Iteration 27Q: 3 clusters Score -6097691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -6097692.000000 Penalty: 3747.559570
	Iteration 28Q: 3 clusters Score -6097692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -6097692.000000 Penalty: 3747.559570
	Iteration 29F: 3 clusters Score -6097692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -85556.914062 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -85556.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -83771.320312 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -83771.32 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -84135.242188 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -84135.24 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -84246.812500 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -84246.81 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -84296.304688 Penalty: 2377.662109
	Iteration 3Q: 3 clusters Score -84296.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -84324.890625 Penalty: 2377.662109
	Iteration 4Q: 3 clusters Score -84324.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -84349.992188 Penalty: 2377.662109
	Iteration 5Q: 3 clusters Score -84349.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -84369.085938 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -84369.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -84388.554688 Penalty: 2377.662109
	Iteration 7Q: 3 clusters Score -84388.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -84412.210938 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -84412.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -84435.187500 Penalty: 2377.662109
	Iteration 9Q: 3 clusters Score -84435.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -84466.656250 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -84466.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -84500.562500 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -84500.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -84531.132812 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -84531.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -84544.546875 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -84544.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -84558.773438 Penalty: 2377.662109
	Iteration 14Q: 3 clusters Score -84558.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -84581.148438 Penalty: 2377.662109
	Iteration 15Q: 3 clusters Score -84581.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -84599.781250 Penalty: 2377.662109
	Iteration 16Q: 3 clusters Score -84599.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -84617.289062 Penalty: 2377.662109
	Iteration 17Q: 3 clusters Score -84617.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -84629.453125 Penalty: 2377.662109
	Iteration 18Q: 3 clusters Score -84629.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -84638.945312 Penalty: 2377.662109
	Iteration 19Q: 3 clusters Score -84638.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -84647.453125 Penalty: 2377.662109
	Iteration 20F: 3 clusters Score -84647.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -84657.804688 Penalty: 2377.662109
	Iteration 21Q: 3 clusters Score -84657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -84664.039062 Penalty: 2377.662109
	Iteration 22Q: 3 clusters Score -84664.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -84665.773438 Penalty: 2377.662109
	Iteration 23Q: 3 clusters Score -84665.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -84665.773438 Penalty: 2377.662109
	Iteration 24F: 3 clusters Score -84665.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Entering Unmasked Estep 
Score: -398266.812500 Penalty: 1443.501343
	Iteration 0F: 2 clusters Score -398266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -392936.406250 Penalty: 2887.002686
	Iteration 0F: 3 clusters Score -392936.4 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -394910.218750 Penalty: 2887.002686
	Iteration 1F: 3 clusters Score -394910.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -395407.593750 Penalty: 2887.002686
	Iteration 2F: 3 clusters Score -395407.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -395914.687500 Penalty: 2887.002686
	Iteration 3F: 3 clusters Score -395914.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -396292.906250 Penalty: 2887.002686
	Iteration 4F: 3 clusters Score -396292.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -396560.250000 Penalty: 2887.002686
	Iteration 5F: 3 clusters Score -396560.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -396739.968750 Penalty: 2887.002686
	Iteration 6Q: 3 clusters Score -396740 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -396849.406250 Penalty: 2887.002686
	Iteration 7Q: 3 clusters Score -396849.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -396921.000000 Penalty: 2887.002686
	Iteration 8Q: 3 clusters Score -396921 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -396964.750000 Penalty: 2887.002686
	Iteration 9Q: 3 clusters Score -396964.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -396997.062500 Penalty: 2887.002686
	Iteration 10Q: 3 clusters Score -396997.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -397019.312500 Penalty: 2887.002686
	Iteration 11Q: 3 clusters Score -397019.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -397036.562500 Penalty: 2887.002686
	Iteration 12Q: 3 clusters Score -397036.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -397049.281250 Penalty: 2887.002686
	Iteration 13Q: 3 clusters Score -397049.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -397058.343750 Penalty: 2887.002686
	Iteration 14Q: 3 clusters Score -397058.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -397067.125000 Penalty: 2887.002686
	Iteration 15Q: 3 clusters Score -397067.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -397074.906250 Penalty: 2887.002686
	Iteration 16Q: 3 clusters Score -397074.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -397079.906250 Penalty: 2887.002686
	Iteration 17Q: 3 clusters Score -397079.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -397085.406250 Penalty: 2887.002686
	Iteration 18Q: 3 clusters Score -397085.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -397093.031250 Penalty: 2887.002686
	Iteration 19Q: 3 clusters Score -397093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -397099.468750 Penalty: 2887.002686
	Iteration 20F: 3 clusters Score -397099.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -397107.312500 Penalty: 2887.002686
	Iteration 21Q: 3 clusters Score -397107.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -397118.906250 Penalty: 2887.002686
	Iteration 22Q: 3 clusters Score -397118.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -397131.156250 Penalty: 2887.002686
	Iteration 23Q: 3 clusters Score -397131.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -397146.812500 Penalty: 2887.002686
	Iteration 24Q: 3 clusters Score -397146.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -397159.937500 Penalty: 2887.002686
	Iteration 25Q: 3 clusters Score -397159.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -397170.062500 Penalty: 2887.002686
	Iteration 26Q: 3 clusters Score -397170.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -397179.343750 Penalty: 2887.002686
	Iteration 27Q: 3 clusters Score -397179.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -397189.468750 Penalty: 2887.002686
	Iteration 28Q: 3 clusters Score -397189.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -397199.968750 Penalty: 2887.002686
	Iteration 29Q: 3 clusters Score -397200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -397214.000000 Penalty: 2887.002686
	Iteration 30Q: 3 clusters Score -397214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -397228.406250 Penalty: 2887.002686
	Iteration 31Q: 3 clusters Score -397228.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -397243.000000 Penalty: 2887.002686
	Iteration 32Q: 3 clusters Score -397243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -397263.406250 Penalty: 2887.002686
	Iteration 33Q: 3 clusters Score -397263.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -397286.312500 Penalty: 2887.002686
	Iteration 34Q: 3 clusters Score -397286.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -397304.781250 Penalty: 2887.002686
	Iteration 35Q: 3 clusters Score -397304.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -397323.250000 Penalty: 2887.002686
	Iteration 36Q: 3 clusters Score -397323.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -397343.906250 Penalty: 2887.002686
	Iteration 37Q: 3 clusters Score -397343.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -397359.562500 Penalty: 2887.002686
	Iteration 38Q: 3 clusters Score -397359.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -397372.562500 Penalty: 2887.002686
	Iteration 39Q: 3 clusters Score -397372.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -397380.187500 Penalty: 2887.002686
	Iteration 40F: 3 clusters Score -397380.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -397387.906250 Penalty: 2887.002686
	Iteration 41Q: 3 clusters Score -397387.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -397393.937500 Penalty: 2887.002686
	Iteration 42Q: 3 clusters Score -397393.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -397398.187500 Penalty: 2887.002686
	Iteration 43Q: 3 clusters Score -397398.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -397401.437500 Penalty: 2887.002686
	Iteration 44Q: 3 clusters Score -397401.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -397407.687500 Penalty: 2887.002686
	Iteration 45Q: 3 clusters Score -397407.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -397419.218750 Penalty: 2887.002686
	Iteration 46Q: 3 clusters Score -397419.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -397426.187500 Penalty: 2887.002686
	Iteration 47Q: 3 clusters Score -397426.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -397431.843750 Penalty: 2887.002686
	Iteration 48Q: 3 clusters Score -397431.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -397440.281250 Penalty: 2887.002686
	Iteration 49Q: 3 clusters Score -397440.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -397447.500000 Penalty: 2887.002686
	Iteration 50Q: 3 clusters Score -397447.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -397455.625000 Penalty: 2887.002686
	Iteration 51Q: 3 clusters Score -397455.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -397461.062500 Penalty: 2887.002686
	Iteration 52Q: 3 clusters Score -397461.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -397463.562500 Penalty: 2887.002686
	Iteration 53Q: 3 clusters Score -397463.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -397467.312500 Penalty: 2887.002686
	Iteration 54Q: 3 clusters Score -397467.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -397471.437500 Penalty: 2887.002686
	Iteration 55Q: 3 clusters Score -397471.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -397476.093750 Penalty: 2887.002686
	Iteration 56Q: 3 clusters Score -397476.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -397479.843750 Penalty: 2887.002686
	Iteration 57Q: 3 clusters Score -397479.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -397481.906250 Penalty: 2887.002686
	Iteration 58Q: 3 clusters Score -397481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -397484.968750 Penalty: 2887.002686
	Iteration 59Q: 3 clusters Score -397485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -397487.281250 Penalty: 2887.002686
	Iteration 60F: 3 clusters Score -397487.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -397490.437500 Penalty: 2887.002686
	Iteration 61Q: 3 clusters Score -397490.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -397493.250000 Penalty: 2887.002686
	Iteration 62Q: 3 clusters Score -397493.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -397495.781250 Penalty: 2887.002686
	Iteration 63Q: 3 clusters Score -397495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -397497.500000 Penalty: 2887.002686
	Iteration 64Q: 3 clusters Score -397497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -397499.437500 Penalty: 2887.002686
	Iteration 65Q: 3 clusters Score -397499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -397500.062500 Penalty: 2887.002686
	Iteration 66Q: 3 clusters Score -397500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -397500.500000 Penalty: 2887.002686
	Iteration 67Q: 3 clusters Score -397500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -397501.406250 Penalty: 2887.002686
	Iteration 68Q: 3 clusters Score -397501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -397501.375000 Penalty: 2887.002686
	Iteration 69Q: 3 clusters Score -397501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -397502.093750 Penalty: 2887.002686
	Iteration 70Q: 3 clusters Score -397502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -397503.343750 Penalty: 2887.002686
	Iteration 71Q: 3 clusters Score -397503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -397503.843750 Penalty: 2887.002686
	Iteration 72Q: 3 clusters Score -397503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -397503.375000 Penalty: 2887.002686
	Iteration 73Q: 3 clusters Score -397503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -397505.375000 Penalty: 2887.002686
	Iteration 74Q: 3 clusters Score -397505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -397506.875000 Penalty: 2887.002686
	Iteration 75Q: 3 clusters Score -397506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -397507.718750 Penalty: 2887.002686
	Iteration 76Q: 3 clusters Score -397507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -397509.250000 Penalty: 2887.002686
	Iteration 77Q: 3 clusters Score -397509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -397511.468750 Penalty: 2887.002686
	Iteration 78Q: 3 clusters Score -397511.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -397513.000000 Penalty: 2887.002686
	Iteration 79Q: 3 clusters Score -397513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -397513.812500 Penalty: 2887.002686
	Iteration 80F: 3 clusters Score -397513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -397514.375000 Penalty: 2887.002686
	Iteration 81Q: 3 clusters Score -397514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -397514.937500 Penalty: 2887.002686
	Iteration 82Q: 3 clusters Score -397514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -397514.875000 Penalty: 2887.002686
	Iteration 83Q: 3 clusters Score -397514.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -397514.875000 Penalty: 2887.002686
	Iteration 84F: 3 clusters Score -397514.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -50873.273438 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -50873.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -49463.390625 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -49463.39 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49721.617188 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -49721.62 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -49792.843750 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -49792.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -49832.636719 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -49832.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -49856.441406 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -49856.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49867.355469 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -49867.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49869.621094 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -49869.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -49871.160156 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -49871.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -49874.593750 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -49874.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -49876.289062 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -49876.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -49878.542969 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -49878.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49882.128906 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -49882.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -49884.750000 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -49884.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -49887.773438 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -49887.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49889.644531 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -49889.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49894.277344 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -49894.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49898.230469 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -49898.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -49906.585938 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -49906.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -49912.972656 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -49912.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49918.359375 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -49918.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -49926.542969 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -49926.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49933.167969 Penalty: 2237.125244
	Iteration 21Q: 3 clusters Score -49933.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49936.472656 Penalty: 2237.125244
	Iteration 22Q: 3 clusters Score -49936.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -49938.601562 Penalty: 2237.125244
	Iteration 23Q: 3 clusters Score -49938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49941.203125 Penalty: 2237.125244
	Iteration 24Q: 3 clusters Score -49941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -49942.039062 Penalty: 2237.125244
	Iteration 25Q: 3 clusters Score -49942.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -49943.632812 Penalty: 2237.125244
	Iteration 26Q: 3 clusters Score -49943.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -49945.000000 Penalty: 2237.125244
	Iteration 27Q: 3 clusters Score -49945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -49945.894531 Penalty: 2237.125244
	Iteration 28Q: 3 clusters Score -49945.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -49947.070312 Penalty: 2237.125244
	Iteration 29Q: 3 clusters Score -49947.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -49951.960938 Penalty: 2237.125244
	Iteration 30Q: 3 clusters Score -49951.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -49959.238281 Penalty: 2237.125244
	Iteration 31Q: 3 clusters Score -49959.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -49962.925781 Penalty: 2237.125244
	Iteration 32Q: 3 clusters Score -49962.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -49965.308594 Penalty: 2237.125244
	Iteration 33Q: 3 clusters Score -49965.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -49969.468750 Penalty: 2237.125244
	Iteration 34Q: 3 clusters Score -49969.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -49970.343750 Penalty: 2237.125244
	Iteration 35Q: 3 clusters Score -49970.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -49973.312500 Penalty: 2237.125244
	Iteration 36Q: 3 clusters Score -49973.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -49976.011719 Penalty: 2237.125244
	Iteration 37Q: 3 clusters Score -49976.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -49978.996094 Penalty: 2237.125244
	Iteration 38Q: 3 clusters Score -49979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -49979.910156 Penalty: 2237.125244
	Iteration 39Q: 3 clusters Score -49979.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -49980.929688 Penalty: 2237.125244
	Iteration 40F: 3 clusters Score -49980.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -49981.683594 Penalty: 2237.125244
	Iteration 41Q: 3 clusters Score -49981.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -49981.683594 Penalty: 2237.125244
	Iteration 42F: 3 clusters Score -49981.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 12088 members 
Mstep: Class 3 contains 12196 members 
Mstep: Class 4 contains 4038 members 
Mstep: Class 5 contains 9692 members 
Mstep: Class 6 contains 8551 members 
Mstep: Class 7 contains 3807 members 
Mstep: Class 8 contains 39308 members 
Mstep: Class 9 contains 6626 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 141214 members 
Mstep: Class 12 contains 6361 members 
Mstep: Class 13 contains 4239 members 
Mstep: Class 14 contains 90760 members 
Mstep: Class 15 contains 14971 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 4193 members 
Mstep: Class 18 contains 26865 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 13106 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 14014 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101819 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7209 members 
Mstep: Class 33 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141152.000000 Penalty: 71552.687500
Iteration 119Q: 34 clusters Score -3.414115e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 12088 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 9708 members 
Mstep: Class 6 contains 8551 members 
Mstep: Class 7 contains 3808 members 
Mstep: Class 8 contains 39325 members 
Mstep: Class 9 contains 6625 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 141198 members 
Mstep: Class 12 contains 6367 members 
Mstep: Class 13 contains 4247 members 
Mstep: Class 14 contains 90745 members 
Mstep: Class 15 contains 14974 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 26965 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 13111 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11537 members 
Mstep: Class 24 contains 4597 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 14025 members 
Mstep: Class 28 contains 3115 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101759 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7219 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141192.000000 Penalty: 71552.687500
Iteration 120F: 34 clusters Score -3.414119e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 12091 members 
Mstep: Class 3 contains 12188 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 9722 members 
Mstep: Class 6 contains 8552 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 39332 members 
Mstep: Class 9 contains 6621 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 141171 members 
Mstep: Class 12 contains 6373 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 90727 members 
Mstep: Class 15 contains 14975 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 27051 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 13125 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11525 members 
Mstep: Class 24 contains 4597 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 14029 members 
Mstep: Class 28 contains 3115 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101712 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7238 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141224.000000 Penalty: 71552.687500
Iteration 121Q: 34 clusters Score -3.414122e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 12096 members 
Mstep: Class 3 contains 12187 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 9734 members 
Mstep: Class 6 contains 8551 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 39344 members 
Mstep: Class 9 contains 6619 members 
Mstep: Class 10 contains 12731 members 
Mstep: Class 11 contains 141146 members 
Mstep: Class 12 contains 6379 members 
Mstep: Class 13 contains 4256 members 
Mstep: Class 14 contains 90711 members 
Mstep: Class 15 contains 14978 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 4009 members 
Mstep: Class 18 contains 27107 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 13136 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11517 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 14034 members 
Mstep: Class 28 contains 3108 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101676 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7256 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141180.000000 Penalty: 71552.687500
Iteration 122Q: 34 clusters Score -3.414118e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 12101 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 9738 members 
Mstep: Class 6 contains 8550 members 
Mstep: Class 7 contains 3812 members 
Mstep: Class 8 contains 39353 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 141123 members 
Mstep: Class 12 contains 6384 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 90705 members 
Mstep: Class 15 contains 14984 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 27182 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 13145 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 11517 members 
Mstep: Class 24 contains 4593 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 14038 members 
Mstep: Class 28 contains 3106 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101646 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7263 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141284.000000 Penalty: 71552.687500
Iteration 123Q: 34 clusters Score -3.414128e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 12108 members 
Mstep: Class 3 contains 12196 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 9746 members 
Mstep: Class 6 contains 8548 members 
Mstep: Class 7 contains 3815 members 
Mstep: Class 8 contains 39364 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 12705 members 
Mstep: Class 11 contains 141102 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 90692 members 
Mstep: Class 15 contains 14988 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 27234 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 13149 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 11517 members 
Mstep: Class 24 contains 4597 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 14040 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 101612 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7270 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141352.000000 Penalty: 71552.687500
Iteration 124Q: 34 clusters Score -3.414135e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 12112 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 9749 members 
Mstep: Class 6 contains 8545 members 
Mstep: Class 7 contains 3817 members 
Mstep: Class 8 contains 39372 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 12696 members 
Mstep: Class 11 contains 141086 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 4269 members 
Mstep: Class 14 contains 90688 members 
Mstep: Class 15 contains 14989 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 27287 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 13168 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11516 members 
Mstep: Class 24 contains 4594 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 14042 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101577 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7270 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141364.000000 Penalty: 71552.687500
Iteration 125Q: 34 clusters Score -3.414136e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 12114 members 
Mstep: Class 3 contains 12187 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 9765 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 3819 members 
Mstep: Class 8 contains 39377 members 
Mstep: Class 9 contains 6610 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 141058 members 
Mstep: Class 12 contains 6399 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 90679 members 
Mstep: Class 15 contains 14990 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 3842 members 
Mstep: Class 18 contains 27338 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 13189 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 11514 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 14046 members 
Mstep: Class 28 contains 3099 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101544 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7273 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141376.000000 Penalty: 71552.687500
Iteration 126Q: 34 clusters Score -3.414138e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 12113 members 
Mstep: Class 3 contains 12183 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 9772 members 
Mstep: Class 6 contains 8536 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 39381 members 
Mstep: Class 9 contains 6610 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 141042 members 
Mstep: Class 12 contains 6402 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 90672 members 
Mstep: Class 15 contains 14992 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 3821 members 
Mstep: Class 18 contains 27383 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 13205 members 
Mstep: Class 21 contains 2212 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11509 members 
Mstep: Class 24 contains 4599 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 14052 members 
Mstep: Class 28 contains 3092 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 101507 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7281 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141244.000000 Penalty: 71552.687500
Iteration 127Q: 34 clusters Score -3.414124e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 12117 members 
Mstep: Class 3 contains 12183 members 
Mstep: Class 4 contains 4012 members 
Mstep: Class 5 contains 9786 members 
Mstep: Class 6 contains 8530 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 39392 members 
Mstep: Class 9 contains 6608 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 141013 members 
Mstep: Class 12 contains 6402 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 90661 members 
Mstep: Class 15 contains 14991 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 27409 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 13216 members 
Mstep: Class 21 contains 2215 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11504 members 
Mstep: Class 24 contains 4600 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 14056 members 
Mstep: Class 28 contains 3088 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 101489 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 7287 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141320.000000 Penalty: 71552.687500
Iteration 128Q: 34 clusters Score -3.414132e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 12119 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 4012 members 
Mstep: Class 5 contains 9786 members 
Mstep: Class 6 contains 8526 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 39397 members 
Mstep: Class 9 contains 6607 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 141006 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 90654 members 
Mstep: Class 15 contains 14992 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 27433 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 13223 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11503 members 
Mstep: Class 24 contains 4601 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 14044 members 
Mstep: Class 28 contains 3086 members 
Mstep: Class 29 contains 1390 members 
Mstep: Class 30 contains 101475 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7290 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141380.000000 Penalty: 71552.687500
Iteration 129Q: 34 clusters Score -3.414138e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 12125 members 
Mstep: Class 3 contains 12183 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 9784 members 
Mstep: Class 6 contains 8521 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 39403 members 
Mstep: Class 9 contains 6606 members 
Mstep: Class 10 contains 12700 members 
Mstep: Class 11 contains 141003 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 90648 members 
Mstep: Class 15 contains 14994 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 27457 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 13223 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11503 members 
Mstep: Class 24 contains 4602 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 14040 members 
Mstep: Class 28 contains 3081 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 101458 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 7294 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141388.000000 Penalty: 71552.687500
Iteration 130Q: 34 clusters Score -3.414139e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 12131 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 9781 members 
Mstep: Class 6 contains 8520 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 39407 members 
Mstep: Class 9 contains 6606 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 140998 members 
Mstep: Class 12 contains 6405 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 90647 members 
Mstep: Class 15 contains 14992 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 13226 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11503 members 
Mstep: Class 24 contains 4600 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 14039 members 
Mstep: Class 28 contains 3076 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 101448 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7296 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141408.000000 Penalty: 71552.687500
Iteration 131Q: 34 clusters Score -3.414141e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 12136 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 9774 members 
Mstep: Class 6 contains 8516 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 39413 members 
Mstep: Class 9 contains 6606 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 140996 members 
Mstep: Class 12 contains 6406 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 90649 members 
Mstep: Class 15 contains 14992 members 
Mstep: Class 16 contains 2231 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 27487 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 13231 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11504 members 
Mstep: Class 24 contains 4601 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 14040 members 
Mstep: Class 28 contains 3073 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 101431 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7299 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141460.000000 Penalty: 71552.687500
Iteration 132Q: 34 clusters Score -3.414146e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 12143 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 4007 members 
Mstep: Class 5 contains 9767 members 
Mstep: Class 6 contains 8510 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 39420 members 
Mstep: Class 9 contains 6606 members 
Mstep: Class 10 contains 12706 members 
Mstep: Class 11 contains 140983 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 90647 members 
Mstep: Class 15 contains 14992 members 
Mstep: Class 16 contains 2229 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 27495 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 13233 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11505 members 
Mstep: Class 24 contains 4598 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 14042 members 
Mstep: Class 28 contains 3070 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101429 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7307 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141492.000000 Penalty: 71552.687500
Iteration 133Q: 34 clusters Score -3.414149e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 12147 members 
Mstep: Class 3 contains 12183 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 9772 members 
Mstep: Class 6 contains 8503 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 39422 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12708 members 
Mstep: Class 11 contains 140963 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 90644 members 
Mstep: Class 15 contains 14994 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 27510 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 13238 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11505 members 
Mstep: Class 24 contains 4599 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 14044 members 
Mstep: Class 28 contains 3068 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101426 members 
Mstep: Class 31 contains 1505 members 
Mstep: Class 32 contains 7310 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141532.000000 Penalty: 71552.687500
Iteration 134Q: 34 clusters Score -3.414153e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 12152 members 
Mstep: Class 3 contains 12189 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 9771 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 39427 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12709 members 
Mstep: Class 11 contains 140948 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 90647 members 
Mstep: Class 15 contains 14994 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 27521 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 13244 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11505 members 
Mstep: Class 24 contains 4597 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 14041 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 1505 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141524.000000 Penalty: 71552.687500
Iteration 135Q: 34 clusters Score -3.414152e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 12156 members 
Mstep: Class 3 contains 12186 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 9764 members 
Mstep: Class 6 contains 8501 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 39433 members 
Mstep: Class 9 contains 6603 members 
Mstep: Class 10 contains 12708 members 
Mstep: Class 11 contains 140942 members 
Mstep: Class 12 contains 6406 members 
Mstep: Class 13 contains 4286 members 
Mstep: Class 14 contains 90653 members 
Mstep: Class 15 contains 14993 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 27527 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13245 members 
Mstep: Class 21 contains 2208 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11506 members 
Mstep: Class 24 contains 4597 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 14038 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7317 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141560.000000 Penalty: 71552.687500
Iteration 136Q: 34 clusters Score -3.414156e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 12159 members 
Mstep: Class 3 contains 12182 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 9769 members 
Mstep: Class 6 contains 8496 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 39437 members 
Mstep: Class 9 contains 6602 members 
Mstep: Class 10 contains 12707 members 
Mstep: Class 11 contains 140931 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 90653 members 
Mstep: Class 15 contains 14994 members 
Mstep: Class 16 contains 2231 members 
Mstep: Class 17 contains 3726 members 
Mstep: Class 18 contains 27528 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 13243 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11508 members 
Mstep: Class 24 contains 4597 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 14035 members 
Mstep: Class 28 contains 3066 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101416 members 
Mstep: Class 31 contains 1508 members 
Mstep: Class 32 contains 7321 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141584.000000 Penalty: 71552.687500
Iteration 137Q: 34 clusters Score -3.414158e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9773 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 39438 members 
Mstep: Class 9 contains 6601 members 
Mstep: Class 10 contains 12702 members 
Mstep: Class 11 contains 140918 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 90652 members 
Mstep: Class 15 contains 14993 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 27541 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 13244 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11509 members 
Mstep: Class 24 contains 4599 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 14036 members 
Mstep: Class 28 contains 3066 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101411 members 
Mstep: Class 31 contains 1507 members 
Mstep: Class 32 contains 7325 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141624.000000 Penalty: 71552.687500
Iteration 138Q: 34 clusters Score -3.414162e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 12163 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 9774 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 39445 members 
Mstep: Class 9 contains 6601 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 140908 members 
Mstep: Class 12 contains 6409 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 90650 members 
Mstep: Class 15 contains 14989 members 
Mstep: Class 16 contains 2231 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 27544 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 13246 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11514 members 
Mstep: Class 24 contains 4598 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 14036 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101409 members 
Mstep: Class 31 contains 1505 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141620.000000 Penalty: 71552.687500
Iteration 139Q: 34 clusters Score -3.414162e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9776 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 39452 members 
Mstep: Class 9 contains 6601 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 140897 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 90649 members 
Mstep: Class 15 contains 14987 members 
Mstep: Class 16 contains 2231 members 
Mstep: Class 17 contains 3711 members 
Mstep: Class 18 contains 27548 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11515 members 
Mstep: Class 24 contains 4595 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 14036 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101401 members 
Mstep: Class 31 contains 1505 members 
Mstep: Class 32 contains 7330 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141616.000000 Penalty: 71552.687500
Iteration 140F: 34 clusters Score -3.414162e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 12163 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9774 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 39456 members 
Mstep: Class 9 contains 6600 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 140887 members 
Mstep: Class 12 contains 6410 members 
Mstep: Class 13 contains 4298 members 
Mstep: Class 14 contains 90646 members 
Mstep: Class 15 contains 14991 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 27552 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11513 members 
Mstep: Class 24 contains 4594 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 14034 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 101397 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 7332 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141560.000000 Penalty: 71552.687500
Iteration 141Q: 34 clusters Score -3.414156e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 12163 members 
Mstep: Class 3 contains 12179 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 9772 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 39460 members 
Mstep: Class 9 contains 6600 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 140883 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 4298 members 
Mstep: Class 14 contains 90645 members 
Mstep: Class 15 contains 14992 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 27551 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13262 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11511 members 
Mstep: Class 24 contains 4595 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 14033 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 101401 members 
Mstep: Class 31 contains 1507 members 
Mstep: Class 32 contains 7330 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141508.000000 Penalty: 71552.687500
Iteration 142Q: 34 clusters Score -3.414151e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12178 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 9772 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 39460 members 
Mstep: Class 9 contains 6599 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 140876 members 
Mstep: Class 12 contains 6410 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 90644 members 
Mstep: Class 15 contains 14996 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 27546 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13263 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11513 members 
Mstep: Class 24 contains 4594 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 101402 members 
Mstep: Class 31 contains 1508 members 
Mstep: Class 32 contains 7330 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141464.000000 Penalty: 71552.687500
Iteration 143Q: 34 clusters Score -3.414146e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12175 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 9769 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 39461 members 
Mstep: Class 9 contains 6598 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 140869 members 
Mstep: Class 12 contains 6412 members 
Mstep: Class 13 contains 4301 members 
Mstep: Class 14 contains 90645 members 
Mstep: Class 15 contains 14997 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 27547 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13265 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11515 members 
Mstep: Class 24 contains 4591 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 14028 members 
Mstep: Class 28 contains 3061 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 101404 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7330 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141496.000000 Penalty: 71552.687500
Iteration 144Q: 34 clusters Score -3.41415e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12172 members 
Mstep: Class 4 contains 3998 members 
Mstep: Class 5 contains 9768 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 39461 members 
Mstep: Class 9 contains 6598 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 140862 members 
Mstep: Class 12 contains 6413 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90643 members 
Mstep: Class 15 contains 14996 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 27552 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13272 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11516 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4828 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 3061 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 101402 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7330 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141524.000000 Penalty: 71552.687500
Iteration 145Q: 34 clusters Score -3.414152e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12168 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 9770 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 39460 members 
Mstep: Class 9 contains 6597 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 140862 members 
Mstep: Class 12 contains 6414 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90642 members 
Mstep: Class 15 contains 14995 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 27554 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13274 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11516 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 14020 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 101402 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7329 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141548.000000 Penalty: 71552.687500
Iteration 146Q: 34 clusters Score -3.414155e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12168 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 9773 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 39463 members 
Mstep: Class 9 contains 6596 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 140862 members 
Mstep: Class 12 contains 6416 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90650 members 
Mstep: Class 15 contains 14998 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 27553 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13274 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11515 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 14016 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 101396 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141524.000000 Penalty: 71552.687500
Iteration 147Q: 34 clusters Score -3.414152e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12160 members 
Mstep: Class 4 contains 3998 members 
Mstep: Class 5 contains 9777 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 8 contains 39463 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 140860 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90648 members 
Mstep: Class 15 contains 14994 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27556 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13276 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11516 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4832 members 
Mstep: Class 27 contains 14013 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 101396 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7329 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141540.000000 Penalty: 71552.687500
Iteration 148Q: 34 clusters Score -3.414154e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12163 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 9776 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39465 members 
Mstep: Class 9 contains 6593 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 140853 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90641 members 
Mstep: Class 15 contains 14994 members 
Mstep: Class 16 contains 2231 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27559 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13277 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11514 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 14009 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101396 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141528.000000 Penalty: 71552.687500
Iteration 149Q: 34 clusters Score -3.414153e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12164 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9773 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39464 members 
Mstep: Class 9 contains 6590 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 140856 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90630 members 
Mstep: Class 15 contains 15002 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27556 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13277 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 11511 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 14006 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101398 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141548.000000 Penalty: 71552.687500
Iteration 150Q: 34 clusters Score -3.414155e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12164 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9769 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39462 members 
Mstep: Class 9 contains 6590 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 140853 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90629 members 
Mstep: Class 15 contains 15006 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27563 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13277 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 11507 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14003 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101397 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141604.000000 Penalty: 71552.687500
Iteration 151Q: 34 clusters Score -3.41416e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12160 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9767 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39459 members 
Mstep: Class 9 contains 6590 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 140851 members 
Mstep: Class 12 contains 6428 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90631 members 
Mstep: Class 15 contains 15011 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27570 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13277 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11503 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14002 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101394 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141580.000000 Penalty: 71552.687500
Iteration 152Q: 34 clusters Score -3.414158e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12159 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9763 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39458 members 
Mstep: Class 9 contains 6590 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 140849 members 
Mstep: Class 12 contains 6427 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90630 members 
Mstep: Class 15 contains 15016 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27581 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13277 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11502 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101390 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141604.000000 Penalty: 71552.687500
Iteration 153Q: 34 clusters Score -3.41416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12158 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9760 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 6590 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 140849 members 
Mstep: Class 12 contains 6427 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90631 members 
Mstep: Class 15 contains 15020 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27586 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13277 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11503 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14003 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101388 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141568.000000 Penalty: 71552.687500
Iteration 154Q: 34 clusters Score -3.414157e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12160 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 9755 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39460 members 
Mstep: Class 9 contains 6590 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 140850 members 
Mstep: Class 12 contains 6427 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90632 members 
Mstep: Class 15 contains 15024 members 
Mstep: Class 16 contains 2231 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27590 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13275 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11501 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14000 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101387 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7329 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141592.000000 Penalty: 71552.687500
Iteration 155Q: 34 clusters Score -3.414159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 12160 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 9753 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39463 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 140854 members 
Mstep: Class 12 contains 6427 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90634 members 
Mstep: Class 15 contains 15027 members 
Mstep: Class 16 contains 2231 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27587 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13273 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11501 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14000 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101384 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141608.000000 Penalty: 71552.687500
Iteration 156Q: 34 clusters Score -3.414161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 9751 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39465 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140851 members 
Mstep: Class 12 contains 6425 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90633 members 
Mstep: Class 15 contains 15031 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27589 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13274 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11501 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14000 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101382 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141568.000000 Penalty: 71552.687500
Iteration 157Q: 34 clusters Score -3.414157e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 12166 members 
Mstep: Class 3 contains 12162 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39465 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 140847 members 
Mstep: Class 12 contains 6421 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90632 members 
Mstep: Class 15 contains 15035 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27594 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13274 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 14003 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101379 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141568.000000 Penalty: 71552.687500
Iteration 158Q: 34 clusters Score -3.414157e+07 nChanged 26
Entering ConstructFrom: 
Score: -34141568.000000 Penalty: 71552.687500
Entering ConstructFrom: 
Trying to split cluster 1 (51541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Entering Unmasked Estep 
Score: -2954886.250000 Penalty: 1763.146606
	Iteration 0F: 2 clusters Score -2954886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2920634.500000 Penalty: 3526.293213
	Iteration 0F: 3 clusters Score -2920634 nChanged 24102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -2934367.750000 Penalty: 3526.293213
	Iteration 1F: 3 clusters Score -2934368 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -2934921.250000 Penalty: 3526.293213
	Iteration 2Q: 3 clusters Score -2934921 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -2935595.000000 Penalty: 3526.293213
	Iteration 3Q: 3 clusters Score -2935595 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -2936487.000000 Penalty: 3526.293213
	Iteration 4Q: 3 clusters Score -2936487 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -2937714.500000 Penalty: 3526.293213
	Iteration 5Q: 3 clusters Score -2937714 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -2939399.000000 Penalty: 3526.293213
	Iteration 6F: 3 clusters Score -2939399 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -2941507.500000 Penalty: 3526.293213
	Iteration 7F: 3 clusters Score -2941508 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -2943710.750000 Penalty: 3526.293213
	Iteration 8F: 3 clusters Score -2943711 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -2945595.750000 Penalty: 3526.293213
	Iteration 9F: 3 clusters Score -2945596 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -2946901.250000 Penalty: 3526.293213
	Iteration 10Q: 3 clusters Score -2946901 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -2947680.000000 Penalty: 3526.293213
	Iteration 11Q: 3 clusters Score -2947680 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -2948193.000000 Penalty: 3526.293213
	Iteration 12Q: 3 clusters Score -2948193 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -2948640.000000 Penalty: 3526.293213
	Iteration 13Q: 3 clusters Score -2948640 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -2949097.500000 Penalty: 3526.293213
	Iteration 14Q: 3 clusters Score -2949098 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -2949637.750000 Penalty: 3526.293213
	Iteration 15Q: 3 clusters Score -2949638 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -2950245.750000 Penalty: 3526.293213
	Iteration 16Q: 3 clusters Score -2950246 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -2950888.000000 Penalty: 3526.293213
	Iteration 17Q: 3 clusters Score -2950888 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -2951661.250000 Penalty: 3526.293213
	Iteration 18Q: 3 clusters Score -2951661 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -2952473.500000 Penalty: 3526.293213
	Iteration 19Q: 3 clusters Score -2952474 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -2953185.750000 Penalty: 3526.293213
	Iteration 20F: 3 clusters Score -2953186 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -2953705.250000 Penalty: 3526.293213
	Iteration 21Q: 3 clusters Score -2953705 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -2954019.250000 Penalty: 3526.293213
	Iteration 22Q: 3 clusters Score -2954019 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -2954230.500000 Penalty: 3526.293213
	Iteration 23Q: 3 clusters Score -2954230 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -2954360.000000 Penalty: 3526.293213
	Iteration 24Q: 3 clusters Score -2954360 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -2954442.500000 Penalty: 3526.293213
	Iteration 25Q: 3 clusters Score -2954442 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -2954521.000000 Penalty: 3526.293213
	Iteration 26Q: 3 clusters Score -2954521 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -2954561.500000 Penalty: 3526.293213
	Iteration 27Q: 3 clusters Score -2954562 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -2954591.750000 Penalty: 3526.293213
	Iteration 28Q: 3 clusters Score -2954592 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -2954624.000000 Penalty: 3526.293213
	Iteration 29Q: 3 clusters Score -2954624 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -2954656.250000 Penalty: 3526.293213
	Iteration 30Q: 3 clusters Score -2954656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -2954667.750000 Penalty: 3526.293213
	Iteration 31Q: 3 clusters Score -2954668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -2954679.500000 Penalty: 3526.293213
	Iteration 32Q: 3 clusters Score -2954680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -2954689.250000 Penalty: 3526.293213
	Iteration 33Q: 3 clusters Score -2954689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -2954695.500000 Penalty: 3526.293213
	Iteration 34Q: 3 clusters Score -2954696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -2954703.250000 Penalty: 3526.293213
	Iteration 35Q: 3 clusters Score -2954703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -2954709.000000 Penalty: 3526.293213
	Iteration 36Q: 3 clusters Score -2954709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -2954718.000000 Penalty: 3526.293213
	Iteration 37Q: 3 clusters Score -2954718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -2954712.250000 Penalty: 3526.293213
	Iteration 38Q: 3 clusters Score -2954712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -2954716.500000 Penalty: 3526.293213
	Iteration 39Q: 3 clusters Score -2954716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -2954724.500000 Penalty: 3526.293213
	Iteration 40F: 3 clusters Score -2954724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -2954725.250000 Penalty: 3526.293213
	Iteration 41Q: 3 clusters Score -2954725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -2954723.000000 Penalty: 3526.293213
	Iteration 42Q: 3 clusters Score -2954723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -2954734.750000 Penalty: 3526.293213
	Iteration 43Q: 3 clusters Score -2954735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -2954739.250000 Penalty: 3526.293213
	Iteration 44Q: 3 clusters Score -2954739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -2954742.750000 Penalty: 3526.293213
	Iteration 45Q: 3 clusters Score -2954743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -2954747.250000 Penalty: 3526.293213
	Iteration 46Q: 3 clusters Score -2954747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -2954749.500000 Penalty: 3526.293213
	Iteration 47Q: 3 clusters Score -2954750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -2954765.500000 Penalty: 3526.293213
	Iteration 48Q: 3 clusters Score -2954766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -2954767.250000 Penalty: 3526.293213
	Iteration 49Q: 3 clusters Score -2954767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -2954764.000000 Penalty: 3526.293213
	Iteration 50Q: 3 clusters Score -2954764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -2954755.000000 Penalty: 3526.293213
	Iteration 51Q: 3 clusters Score -2954755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -2954749.000000 Penalty: 3526.293213
	Iteration 52Q: 3 clusters Score -2954749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -2954752.750000 Penalty: 3526.293213
	Iteration 53Q: 3 clusters Score -2954753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -2954755.000000 Penalty: 3526.293213
	Iteration 54Q: 3 clusters Score -2954755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -2954754.500000 Penalty: 3526.293213
	Iteration 55Q: 3 clusters Score -2954754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -2954751.000000 Penalty: 3526.293213
	Iteration 56Q: 3 clusters Score -2954751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -2954748.500000 Penalty: 3526.293213
	Iteration 57Q: 3 clusters Score -2954748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -2954754.750000 Penalty: 3526.293213
	Iteration 58Q: 3 clusters Score -2954755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -2954757.500000 Penalty: 3526.293213
	Iteration 59Q: 3 clusters Score -2954758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -2954756.500000 Penalty: 3526.293213
	Iteration 60F: 3 clusters Score -2954756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -2954758.750000 Penalty: 3526.293213
	Iteration 61Q: 3 clusters Score -2954759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -2954758.750000 Penalty: 3526.293213
	Iteration 62Q: 3 clusters Score -2954759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -2954759.500000 Penalty: 3526.293213
	Iteration 63Q: 3 clusters Score -2954760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -2954760.000000 Penalty: 3526.293213
	Iteration 64Q: 3 clusters Score -2954760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -2954762.000000 Penalty: 3526.293213
	Iteration 65Q: 3 clusters Score -2954762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -2954760.750000 Penalty: 3526.293213
	Iteration 66Q: 3 clusters Score -2954761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -2954758.500000 Penalty: 3526.293213
	Iteration 67Q: 3 clusters Score -2954758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -2954760.500000 Penalty: 3526.293213
	Iteration 68Q: 3 clusters Score -2954760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -2954758.250000 Penalty: 3526.293213
	Iteration 69Q: 3 clusters Score -2954758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -2954760.250000 Penalty: 3526.293213
	Iteration 70Q: 3 clusters Score -2954760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -2954755.750000 Penalty: 3526.293213
	Iteration 71Q: 3 clusters Score -2954756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -2954759.250000 Penalty: 3526.293213
	Iteration 72Q: 3 clusters Score -2954759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -2954764.500000 Penalty: 3526.293213
	Iteration 73Q: 3 clusters Score -2954764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -2954766.250000 Penalty: 3526.293213
	Iteration 74Q: 3 clusters Score -2954766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -2954768.000000 Penalty: 3526.293213
	Iteration 75Q: 3 clusters Score -2954768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -2954769.250000 Penalty: 3526.293213
	Iteration 76Q: 3 clusters Score -2954769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -2954777.000000 Penalty: 3526.293213
	Iteration 77Q: 3 clusters Score -2954777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -2954767.500000 Penalty: 3526.293213
	Iteration 78Q: 3 clusters Score -2954768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -2954769.250000 Penalty: 3526.293213
	Iteration 79Q: 3 clusters Score -2954769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -2954768.500000 Penalty: 3526.293213
	Iteration 80F: 3 clusters Score -2954768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -2954768.250000 Penalty: 3526.293213
	Iteration 81Q: 3 clusters Score -2954768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -2954766.250000 Penalty: 3526.293213
	Iteration 82Q: 3 clusters Score -2954766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -2954766.250000 Penalty: 3526.293213
	Iteration 83F: 3 clusters Score -2954766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Entering Unmasked Estep 
Score: -707683.812500 Penalty: 1528.540161
	Iteration 0F: 2 clusters Score -707683.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -699113.250000 Penalty: 3057.080322
	Iteration 0F: 3 clusters Score -699113.2 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -702132.437500 Penalty: 3057.080322
	Iteration 1F: 3 clusters Score -702132.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -702529.687500 Penalty: 3057.080322
	Iteration 2F: 3 clusters Score -702529.7 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -702924.500000 Penalty: 3057.080322
	Iteration 3F: 3 clusters Score -702924.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -703330.562500 Penalty: 3057.080322
	Iteration 4F: 3 clusters Score -703330.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -703673.437500 Penalty: 3057.080322
	Iteration 5F: 3 clusters Score -703673.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -703966.937500 Penalty: 3057.080322
	Iteration 6Q: 3 clusters Score -703966.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -704171.062500 Penalty: 3057.080322
	Iteration 7Q: 3 clusters Score -704171.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -704357.750000 Penalty: 3057.080322
	Iteration 8Q: 3 clusters Score -704357.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -704534.125000 Penalty: 3057.080322
	Iteration 9Q: 3 clusters Score -704534.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -704748.000000 Penalty: 3057.080322
	Iteration 10Q: 3 clusters Score -704748 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -704999.500000 Penalty: 3057.080322
	Iteration 11Q: 3 clusters Score -704999.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -705285.937500 Penalty: 3057.080322
	Iteration 12Q: 3 clusters Score -705285.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -705555.187500 Penalty: 3057.080322
	Iteration 13Q: 3 clusters Score -705555.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -705794.125000 Penalty: 3057.080322
	Iteration 14Q: 3 clusters Score -705794.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -705997.875000 Penalty: 3057.080322
	Iteration 15Q: 3 clusters Score -705997.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -706201.437500 Penalty: 3057.080322
	Iteration 16Q: 3 clusters Score -706201.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -706393.875000 Penalty: 3057.080322
	Iteration 17Q: 3 clusters Score -706393.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -706564.687500 Penalty: 3057.080322
	Iteration 18Q: 3 clusters Score -706564.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -706680.937500 Penalty: 3057.080322
	Iteration 19Q: 3 clusters Score -706680.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -706762.750000 Penalty: 3057.080322
	Iteration 20F: 3 clusters Score -706762.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -706814.000000 Penalty: 3057.080322
	Iteration 21Q: 3 clusters Score -706814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -706854.500000 Penalty: 3057.080322
	Iteration 22Q: 3 clusters Score -706854.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -706889.812500 Penalty: 3057.080322
	Iteration 23Q: 3 clusters Score -706889.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -706908.875000 Penalty: 3057.080322
	Iteration 24Q: 3 clusters Score -706908.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -706921.562500 Penalty: 3057.080322
	Iteration 25Q: 3 clusters Score -706921.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -706928.937500 Penalty: 3057.080322
	Iteration 26Q: 3 clusters Score -706928.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -706932.937500 Penalty: 3057.080322
	Iteration 27Q: 3 clusters Score -706932.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -706937.312500 Penalty: 3057.080322
	Iteration 28Q: 3 clusters Score -706937.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -706938.437500 Penalty: 3057.080322
	Iteration 29Q: 3 clusters Score -706938.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -706941.625000 Penalty: 3057.080322
	Iteration 30Q: 3 clusters Score -706941.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -706943.500000 Penalty: 3057.080322
	Iteration 31Q: 3 clusters Score -706943.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -706943.312500 Penalty: 3057.080322
	Iteration 32Q: 3 clusters Score -706943.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -706945.062500 Penalty: 3057.080322
	Iteration 33Q: 3 clusters Score -706945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -706945.562500 Penalty: 3057.080322
	Iteration 34Q: 3 clusters Score -706945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -706944.250000 Penalty: 3057.080322
	Iteration 35Q: 3 clusters Score -706944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -706947.625000 Penalty: 3057.080322
	Iteration 36Q: 3 clusters Score -706947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -706947.312500 Penalty: 3057.080322
	Iteration 37Q: 3 clusters Score -706947.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -706947.687500 Penalty: 3057.080322
	Iteration 38Q: 3 clusters Score -706947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -706946.812500 Penalty: 3057.080322
	Iteration 39Q: 3 clusters Score -706946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -706946.687500 Penalty: 3057.080322
	Iteration 40F: 3 clusters Score -706946.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -706949.562500 Penalty: 3057.080322
	Iteration 41Q: 3 clusters Score -706949.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -706951.062500 Penalty: 3057.080322
	Iteration 42Q: 3 clusters Score -706951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -706951.000000 Penalty: 3057.080322
	Iteration 43Q: 3 clusters Score -706951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -706954.500000 Penalty: 3057.080322
	Iteration 44Q: 3 clusters Score -706954.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -706955.562500 Penalty: 3057.080322
	Iteration 45Q: 3 clusters Score -706955.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -706956.312500 Penalty: 3057.080322
	Iteration 46Q: 3 clusters Score -706956.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -706958.500000 Penalty: 3057.080322
	Iteration 47Q: 3 clusters Score -706958.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -706963.125000 Penalty: 3057.080322
	Iteration 48Q: 3 clusters Score -706963.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -706962.937500 Penalty: 3057.080322
	Iteration 49Q: 3 clusters Score -706962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -706964.187500 Penalty: 3057.080322
	Iteration 50Q: 3 clusters Score -706964.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -706963.062500 Penalty: 3057.080322
	Iteration 51Q: 3 clusters Score -706963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -706965.812500 Penalty: 3057.080322
	Iteration 52Q: 3 clusters Score -706965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -706967.937500 Penalty: 3057.080322
	Iteration 53Q: 3 clusters Score -706967.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -706970.687500 Penalty: 3057.080322
	Iteration 54Q: 3 clusters Score -706970.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -706971.687500 Penalty: 3057.080322
	Iteration 55Q: 3 clusters Score -706971.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -706972.875000 Penalty: 3057.080322
	Iteration 56Q: 3 clusters Score -706972.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -706973.625000 Penalty: 3057.080322
	Iteration 57Q: 3 clusters Score -706973.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -706976.437500 Penalty: 3057.080322
	Iteration 58Q: 3 clusters Score -706976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -706977.250000 Penalty: 3057.080322
	Iteration 59Q: 3 clusters Score -706977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -706977.437500 Penalty: 3057.080322
	Iteration 60F: 3 clusters Score -706977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -706977.812500 Penalty: 3057.080322
	Iteration 61Q: 3 clusters Score -706977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -706979.687500 Penalty: 3057.080322
	Iteration 62Q: 3 clusters Score -706979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -706979.375000 Penalty: 3057.080322
	Iteration 63Q: 3 clusters Score -706979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -706978.875000 Penalty: 3057.080322
	Iteration 64Q: 3 clusters Score -706978.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -706979.375000 Penalty: 3057.080322
	Iteration 65Q: 3 clusters Score -706979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -706980.125000 Penalty: 3057.080322
	Iteration 66Q: 3 clusters Score -706980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -706980.000000 Penalty: 3057.080322
	Iteration 67Q: 3 clusters Score -706980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -706981.062500 Penalty: 3057.080322
	Iteration 68Q: 3 clusters Score -706981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -706980.687500 Penalty: 3057.080322
	Iteration 69Q: 3 clusters Score -706980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -706981.062500 Penalty: 3057.080322
	Iteration 70Q: 3 clusters Score -706981.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -706980.625000 Penalty: 3057.080322
	Iteration 71Q: 3 clusters Score -706980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -706982.625000 Penalty: 3057.080322
	Iteration 72Q: 3 clusters Score -706982.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -706984.562500 Penalty: 3057.080322
	Iteration 73Q: 3 clusters Score -706984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -706983.687500 Penalty: 3057.080322
	Iteration 74Q: 3 clusters Score -706983.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -706984.062500 Penalty: 3057.080322
	Iteration 75Q: 3 clusters Score -706984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -706984.500000 Penalty: 3057.080322
	Iteration 76Q: 3 clusters Score -706984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -706984.812500 Penalty: 3057.080322
	Iteration 77Q: 3 clusters Score -706984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -706984.437500 Penalty: 3057.080322
	Iteration 78Q: 3 clusters Score -706984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -706985.187500 Penalty: 3057.080322
	Iteration 79Q: 3 clusters Score -706985.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -706985.187500 Penalty: 3057.080322
	Iteration 80F: 3 clusters Score -706985.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Entering Unmasked Estep 
Score: -660529.562500 Penalty: 1528.486694
	Iteration 0F: 2 clusters Score -660529.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -651889.875000 Penalty: 3056.973389
	Iteration 0F: 3 clusters Score -651889.9 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -654877.937500 Penalty: 3056.973389
	Iteration 1F: 3 clusters Score -654877.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -655219.500000 Penalty: 3056.973389
	Iteration 2F: 3 clusters Score -655219.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -655509.125000 Penalty: 3056.973389
	Iteration 3F: 3 clusters Score -655509.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -655753.312500 Penalty: 3056.973389
	Iteration 4Q: 3 clusters Score -655753.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -656010.312500 Penalty: 3056.973389
	Iteration 5Q: 3 clusters Score -656010.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -656300.000000 Penalty: 3056.973389
	Iteration 6Q: 3 clusters Score -656300 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -656579.812500 Penalty: 3056.973389
	Iteration 7Q: 3 clusters Score -656579.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -656879.937500 Penalty: 3056.973389
	Iteration 8Q: 3 clusters Score -656879.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -657197.062500 Penalty: 3056.973389
	Iteration 9Q: 3 clusters Score -657197.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -657541.687500 Penalty: 3056.973389
	Iteration 10Q: 3 clusters Score -657541.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -657858.875000 Penalty: 3056.973389
	Iteration 11Q: 3 clusters Score -657858.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -658143.250000 Penalty: 3056.973389
	Iteration 12Q: 3 clusters Score -658143.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -658372.625000 Penalty: 3056.973389
	Iteration 13Q: 3 clusters Score -658372.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -658533.187500 Penalty: 3056.973389
	Iteration 14Q: 3 clusters Score -658533.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -658628.750000 Penalty: 3056.973389
	Iteration 15Q: 3 clusters Score -658628.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -658679.625000 Penalty: 3056.973389
	Iteration 16Q: 3 clusters Score -658679.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -658725.750000 Penalty: 3056.973389
	Iteration 17Q: 3 clusters Score -658725.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -658767.250000 Penalty: 3056.973389
	Iteration 18Q: 3 clusters Score -658767.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -658809.750000 Penalty: 3056.973389
	Iteration 19Q: 3 clusters Score -658809.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -658843.937500 Penalty: 3056.973389
	Iteration 20F: 3 clusters Score -658843.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -658876.500000 Penalty: 3056.973389
	Iteration 21Q: 3 clusters Score -658876.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -658900.437500 Penalty: 3056.973389
	Iteration 22Q: 3 clusters Score -658900.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -658926.062500 Penalty: 3056.973389
	Iteration 23Q: 3 clusters Score -658926.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -658959.937500 Penalty: 3056.973389
	Iteration 24Q: 3 clusters Score -658959.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -658997.312500 Penalty: 3056.973389
	Iteration 25Q: 3 clusters Score -658997.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -659040.250000 Penalty: 3056.973389
	Iteration 26Q: 3 clusters Score -659040.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -659093.875000 Penalty: 3056.973389
	Iteration 27Q: 3 clusters Score -659093.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -659152.187500 Penalty: 3056.973389
	Iteration 28Q: 3 clusters Score -659152.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -659204.187500 Penalty: 3056.973389
	Iteration 29Q: 3 clusters Score -659204.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -659244.375000 Penalty: 3056.973389
	Iteration 30Q: 3 clusters Score -659244.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -659282.875000 Penalty: 3056.973389
	Iteration 31Q: 3 clusters Score -659282.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -659300.750000 Penalty: 3056.973389
	Iteration 32Q: 3 clusters Score -659300.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -659314.875000 Penalty: 3056.973389
	Iteration 33Q: 3 clusters Score -659314.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -659324.875000 Penalty: 3056.973389
	Iteration 34Q: 3 clusters Score -659324.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -659331.875000 Penalty: 3056.973389
	Iteration 35Q: 3 clusters Score -659331.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -659339.375000 Penalty: 3056.973389
	Iteration 36Q: 3 clusters Score -659339.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -659344.562500 Penalty: 3056.973389
	Iteration 37Q: 3 clusters Score -659344.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -659349.312500 Penalty: 3056.973389
	Iteration 38Q: 3 clusters Score -659349.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -659353.875000 Penalty: 3056.973389
	Iteration 39Q: 3 clusters Score -659353.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -659359.937500 Penalty: 3056.973389
	Iteration 40F: 3 clusters Score -659359.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -659360.875000 Penalty: 3056.973389
	Iteration 41Q: 3 clusters Score -659360.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -659364.375000 Penalty: 3056.973389
	Iteration 42Q: 3 clusters Score -659364.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -659363.937500 Penalty: 3056.973389
	Iteration 43Q: 3 clusters Score -659363.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -659367.687500 Penalty: 3056.973389
	Iteration 44Q: 3 clusters Score -659367.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -659369.187500 Penalty: 3056.973389
	Iteration 45Q: 3 clusters Score -659369.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -659372.250000 Penalty: 3056.973389
	Iteration 46Q: 3 clusters Score -659372.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -659372.625000 Penalty: 3056.973389
	Iteration 47Q: 3 clusters Score -659372.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -659373.750000 Penalty: 3056.973389
	Iteration 48Q: 3 clusters Score -659373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -659373.500000 Penalty: 3056.973389
	Iteration 49Q: 3 clusters Score -659373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -659374.062500 Penalty: 3056.973389
	Iteration 50Q: 3 clusters Score -659374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -659374.375000 Penalty: 3056.973389
	Iteration 51Q: 3 clusters Score -659374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -659376.250000 Penalty: 3056.973389
	Iteration 52Q: 3 clusters Score -659376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -659377.812500 Penalty: 3056.973389
	Iteration 53Q: 3 clusters Score -659377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -659377.562500 Penalty: 3056.973389
	Iteration 54Q: 3 clusters Score -659377.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -659378.687500 Penalty: 3056.973389
	Iteration 55Q: 3 clusters Score -659378.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -659379.687500 Penalty: 3056.973389
	Iteration 56Q: 3 clusters Score -659379.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -659381.062500 Penalty: 3056.973389
	Iteration 57Q: 3 clusters Score -659381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -659381.687500 Penalty: 3056.973389
	Iteration 58Q: 3 clusters Score -659381.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -659383.375000 Penalty: 3056.973389
	Iteration 59Q: 3 clusters Score -659383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -659383.750000 Penalty: 3056.973389
	Iteration 60F: 3 clusters Score -659383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -659383.187500 Penalty: 3056.973389
	Iteration 61Q: 3 clusters Score -659383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -659385.437500 Penalty: 3056.973389
	Iteration 62Q: 3 clusters Score -659385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -659383.562500 Penalty: 3056.973389
	Iteration 63Q: 3 clusters Score -659383.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -659384.250000 Penalty: 3056.973389
	Iteration 64Q: 3 clusters Score -659384.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -659385.875000 Penalty: 3056.973389
	Iteration 65Q: 3 clusters Score -659385.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -659387.875000 Penalty: 3056.973389
	Iteration 66Q: 3 clusters Score -659387.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -659390.312500 Penalty: 3056.973389
	Iteration 67Q: 3 clusters Score -659390.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -659392.187500 Penalty: 3056.973389
	Iteration 68Q: 3 clusters Score -659392.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -659394.812500 Penalty: 3056.973389
	Iteration 69Q: 3 clusters Score -659394.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -659395.562500 Penalty: 3056.973389
	Iteration 70Q: 3 clusters Score -659395.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -659397.437500 Penalty: 3056.973389
	Iteration 71Q: 3 clusters Score -659397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -659397.562500 Penalty: 3056.973389
	Iteration 72Q: 3 clusters Score -659397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -659401.187500 Penalty: 3056.973389
	Iteration 73Q: 3 clusters Score -659401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -659402.187500 Penalty: 3056.973389
	Iteration 74Q: 3 clusters Score -659402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -659402.437500 Penalty: 3056.973389
	Iteration 75Q: 3 clusters Score -659402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -659403.875000 Penalty: 3056.973389
	Iteration 76Q: 3 clusters Score -659403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -659404.500000 Penalty: 3056.973389
	Iteration 77Q: 3 clusters Score -659404.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -659406.062500 Penalty: 3056.973389
	Iteration 78Q: 3 clusters Score -659406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -659407.187500 Penalty: 3056.973389
	Iteration 79Q: 3 clusters Score -659407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -659407.187500 Penalty: 3056.973389
	Iteration 80F: 3 clusters Score -659407.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Entering Unmasked Estep 
Score: -168886.031250 Penalty: 1347.782959
	Iteration 0F: 2 clusters Score -168886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -165582.062500 Penalty: 2695.565918
	Iteration 0F: 3 clusters Score -165582.1 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -166720.140625 Penalty: 2695.565918
	Iteration 1F: 3 clusters Score -166720.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -167262.859375 Penalty: 2695.565918
	Iteration 2F: 3 clusters Score -167262.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -167878.468750 Penalty: 2695.565918
	Iteration 3F: 3 clusters Score -167878.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -168374.390625 Penalty: 2695.565918
	Iteration 4F: 3 clusters Score -168374.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -168694.031250 Penalty: 2695.565918
	Iteration 5F: 3 clusters Score -168694 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -168884.046875 Penalty: 2695.565918
	Iteration 6F: 3 clusters Score -168884 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -169010.765625 Penalty: 2695.565918
	Iteration 7Q: 3 clusters Score -169010.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -169089.203125 Penalty: 2695.565918
	Iteration 8Q: 3 clusters Score -169089.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -169126.578125 Penalty: 2695.565918
	Iteration 9Q: 3 clusters Score -169126.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -169145.296875 Penalty: 2695.565918
	Iteration 10Q: 3 clusters Score -169145.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -169159.640625 Penalty: 2695.565918
	Iteration 11Q: 3 clusters Score -169159.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -169166.656250 Penalty: 2695.565918
	Iteration 12Q: 3 clusters Score -169166.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -169169.375000 Penalty: 2695.565918
	Iteration 13Q: 3 clusters Score -169169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -169169.890625 Penalty: 2695.565918
	Iteration 14Q: 3 clusters Score -169169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -169170.453125 Penalty: 2695.565918
	Iteration 15Q: 3 clusters Score -169170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -169170.640625 Penalty: 2695.565918
	Iteration 16Q: 3 clusters Score -169170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -169170.640625 Penalty: 2695.565918
	Iteration 17F: 3 clusters Score -169170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 12166 members 
Mstep: Class 3 contains 12162 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39464 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 140843 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90630 members 
Mstep: Class 15 contains 15039 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27600 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13274 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14003 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101377 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Mstep: Class 34 contains 2021 members 
Entering Unmasked Estep 
Score: -34141128.000000 Penalty: 73720.953125
Splitting cluster 4 changes total score from -34141568.000000 to -34141128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (9748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Entering Unmasked Estep 
Score: -508153.656250 Penalty: 1492.532837
	Iteration 0F: 2 clusters Score -508153.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -501240.375000 Penalty: 2985.065674
	Iteration 0F: 3 clusters Score -501240.4 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -503458.125000 Penalty: 2985.065674
	Iteration 1F: 3 clusters Score -503458.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -503709.656250 Penalty: 2985.065674
	Iteration 2F: 3 clusters Score -503709.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -503900.406250 Penalty: 2985.065674
	Iteration 3Q: 3 clusters Score -503900.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -504110.375000 Penalty: 2985.065674
	Iteration 4Q: 3 clusters Score -504110.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -504340.531250 Penalty: 2985.065674
	Iteration 5Q: 3 clusters Score -504340.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -504571.000000 Penalty: 2985.065674
	Iteration 6Q: 3 clusters Score -504571 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -504844.875000 Penalty: 2985.065674
	Iteration 7Q: 3 clusters Score -504844.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -505099.687500 Penalty: 2985.065674
	Iteration 8Q: 3 clusters Score -505099.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -505361.156250 Penalty: 2985.065674
	Iteration 9Q: 3 clusters Score -505361.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -505594.937500 Penalty: 2985.065674
	Iteration 10Q: 3 clusters Score -505594.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -505794.781250 Penalty: 2985.065674
	Iteration 11Q: 3 clusters Score -505794.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -505971.906250 Penalty: 2985.065674
	Iteration 12Q: 3 clusters Score -505971.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -506139.500000 Penalty: 2985.065674
	Iteration 13Q: 3 clusters Score -506139.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -506289.156250 Penalty: 2985.065674
	Iteration 14Q: 3 clusters Score -506289.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -506417.375000 Penalty: 2985.065674
	Iteration 15Q: 3 clusters Score -506417.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -506516.750000 Penalty: 2985.065674
	Iteration 16Q: 3 clusters Score -506516.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -506606.531250 Penalty: 2985.065674
	Iteration 17Q: 3 clusters Score -506606.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -506679.156250 Penalty: 2985.065674
	Iteration 18Q: 3 clusters Score -506679.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -506735.687500 Penalty: 2985.065674
	Iteration 19Q: 3 clusters Score -506735.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -506781.500000 Penalty: 2985.065674
	Iteration 20F: 3 clusters Score -506781.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -506810.437500 Penalty: 2985.065674
	Iteration 21Q: 3 clusters Score -506810.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -506831.875000 Penalty: 2985.065674
	Iteration 22Q: 3 clusters Score -506831.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -506849.375000 Penalty: 2985.065674
	Iteration 23Q: 3 clusters Score -506849.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -506865.031250 Penalty: 2985.065674
	Iteration 24Q: 3 clusters Score -506865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -506875.218750 Penalty: 2985.065674
	Iteration 25Q: 3 clusters Score -506875.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -506881.968750 Penalty: 2985.065674
	Iteration 26Q: 3 clusters Score -506882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -506889.500000 Penalty: 2985.065674
	Iteration 27Q: 3 clusters Score -506889.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -506897.656250 Penalty: 2985.065674
	Iteration 28Q: 3 clusters Score -506897.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -506906.468750 Penalty: 2985.065674
	Iteration 29Q: 3 clusters Score -506906.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -506918.125000 Penalty: 2985.065674
	Iteration 30Q: 3 clusters Score -506918.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -506925.281250 Penalty: 2985.065674
	Iteration 31Q: 3 clusters Score -506925.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -506931.406250 Penalty: 2985.065674
	Iteration 32Q: 3 clusters Score -506931.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -506935.718750 Penalty: 2985.065674
	Iteration 33Q: 3 clusters Score -506935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -506940.031250 Penalty: 2985.065674
	Iteration 34Q: 3 clusters Score -506940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -506943.218750 Penalty: 2985.065674
	Iteration 35Q: 3 clusters Score -506943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -506945.812500 Penalty: 2985.065674
	Iteration 36Q: 3 clusters Score -506945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -506947.750000 Penalty: 2985.065674
	Iteration 37Q: 3 clusters Score -506947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -506949.125000 Penalty: 2985.065674
	Iteration 38Q: 3 clusters Score -506949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -506951.187500 Penalty: 2985.065674
	Iteration 39Q: 3 clusters Score -506951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -506952.562500 Penalty: 2985.065674
	Iteration 40F: 3 clusters Score -506952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -506955.187500 Penalty: 2985.065674
	Iteration 41Q: 3 clusters Score -506955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -506956.968750 Penalty: 2985.065674
	Iteration 42Q: 3 clusters Score -506957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -506959.187500 Penalty: 2985.065674
	Iteration 43Q: 3 clusters Score -506959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -506960.718750 Penalty: 2985.065674
	Iteration 44Q: 3 clusters Score -506960.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -506962.968750 Penalty: 2985.065674
	Iteration 45Q: 3 clusters Score -506963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -506962.968750 Penalty: 2985.065674
	Iteration 46F: 3 clusters Score -506963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Entering Unmasked Estep 
Score: -494711.625000 Penalty: 1470.137207
	Iteration 0F: 2 clusters Score -494711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -488533.031250 Penalty: 2940.274414
	Iteration 0F: 3 clusters Score -488533 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -490541.687500 Penalty: 2940.274414
	Iteration 1F: 3 clusters Score -490541.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -490846.593750 Penalty: 2940.274414
	Iteration 2F: 3 clusters Score -490846.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -491098.375000 Penalty: 2940.274414
	Iteration 3F: 3 clusters Score -491098.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -491385.531250 Penalty: 2940.274414
	Iteration 4F: 3 clusters Score -491385.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -491700.593750 Penalty: 2940.274414
	Iteration 5F: 3 clusters Score -491700.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -492004.343750 Penalty: 2940.274414
	Iteration 6Q: 3 clusters Score -492004.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -492294.000000 Penalty: 2940.274414
	Iteration 7Q: 3 clusters Score -492294 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -492524.656250 Penalty: 2940.274414
	Iteration 8Q: 3 clusters Score -492524.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -492741.875000 Penalty: 2940.274414
	Iteration 9Q: 3 clusters Score -492741.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -492887.343750 Penalty: 2940.274414
	Iteration 10Q: 3 clusters Score -492887.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -493013.156250 Penalty: 2940.274414
	Iteration 11Q: 3 clusters Score -493013.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -493105.437500 Penalty: 2940.274414
	Iteration 12Q: 3 clusters Score -493105.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -493181.812500 Penalty: 2940.274414
	Iteration 13Q: 3 clusters Score -493181.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -493258.062500 Penalty: 2940.274414
	Iteration 14Q: 3 clusters Score -493258.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -493335.218750 Penalty: 2940.274414
	Iteration 15Q: 3 clusters Score -493335.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -493422.250000 Penalty: 2940.274414
	Iteration 16Q: 3 clusters Score -493422.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -493505.437500 Penalty: 2940.274414
	Iteration 17Q: 3 clusters Score -493505.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -493596.437500 Penalty: 2940.274414
	Iteration 18Q: 3 clusters Score -493596.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -493684.406250 Penalty: 2940.274414
	Iteration 19Q: 3 clusters Score -493684.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -493740.281250 Penalty: 2940.274414
	Iteration 20F: 3 clusters Score -493740.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -493776.843750 Penalty: 2940.274414
	Iteration 21Q: 3 clusters Score -493776.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -493803.093750 Penalty: 2940.274414
	Iteration 22Q: 3 clusters Score -493803.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -493836.687500 Penalty: 2940.274414
	Iteration 23Q: 3 clusters Score -493836.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -493870.906250 Penalty: 2940.274414
	Iteration 24Q: 3 clusters Score -493870.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -493897.593750 Penalty: 2940.274414
	Iteration 25Q: 3 clusters Score -493897.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -493931.250000 Penalty: 2940.274414
	Iteration 26Q: 3 clusters Score -493931.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -493956.562500 Penalty: 2940.274414
	Iteration 27Q: 3 clusters Score -493956.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -493975.406250 Penalty: 2940.274414
	Iteration 28Q: 3 clusters Score -493975.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -493992.812500 Penalty: 2940.274414
	Iteration 29Q: 3 clusters Score -493992.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -493999.406250 Penalty: 2940.274414
	Iteration 30Q: 3 clusters Score -493999.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -494002.625000 Penalty: 2940.274414
	Iteration 31Q: 3 clusters Score -494002.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -494006.000000 Penalty: 2940.274414
	Iteration 32Q: 3 clusters Score -494006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -494008.031250 Penalty: 2940.274414
	Iteration 33Q: 3 clusters Score -494008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -494009.531250 Penalty: 2940.274414
	Iteration 34Q: 3 clusters Score -494009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -494011.656250 Penalty: 2940.274414
	Iteration 35Q: 3 clusters Score -494011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -494012.531250 Penalty: 2940.274414
	Iteration 36Q: 3 clusters Score -494012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -494013.031250 Penalty: 2940.274414
	Iteration 37Q: 3 clusters Score -494013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -494012.750000 Penalty: 2940.274414
	Iteration 38Q: 3 clusters Score -494012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -494012.750000 Penalty: 2940.274414
	Iteration 39F: 3 clusters Score -494012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -223047.734375 Penalty: 1341.740845
	Iteration 0F: 2 clusters Score -223047.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -219763.750000 Penalty: 2683.481689
	Iteration 0F: 3 clusters Score -219763.8 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -220541.250000 Penalty: 2683.481689
	Iteration 1F: 3 clusters Score -220541.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -220674.875000 Penalty: 2683.481689
	Iteration 2F: 3 clusters Score -220674.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -220785.437500 Penalty: 2683.481689
	Iteration 3Q: 3 clusters Score -220785.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -220872.187500 Penalty: 2683.481689
	Iteration 4Q: 3 clusters Score -220872.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -220931.750000 Penalty: 2683.481689
	Iteration 5Q: 3 clusters Score -220931.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -220974.078125 Penalty: 2683.481689
	Iteration 6Q: 3 clusters Score -220974.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -221007.453125 Penalty: 2683.481689
	Iteration 7Q: 3 clusters Score -221007.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -221036.468750 Penalty: 2683.481689
	Iteration 8Q: 3 clusters Score -221036.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -221059.093750 Penalty: 2683.481689
	Iteration 9Q: 3 clusters Score -221059.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -221076.828125 Penalty: 2683.481689
	Iteration 10Q: 3 clusters Score -221076.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -221097.062500 Penalty: 2683.481689
	Iteration 11Q: 3 clusters Score -221097.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -221123.218750 Penalty: 2683.481689
	Iteration 12Q: 3 clusters Score -221123.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -221144.437500 Penalty: 2683.481689
	Iteration 13Q: 3 clusters Score -221144.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -221171.000000 Penalty: 2683.481689
	Iteration 14Q: 3 clusters Score -221171 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -221205.671875 Penalty: 2683.481689
	Iteration 15Q: 3 clusters Score -221205.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -221243.109375 Penalty: 2683.481689
	Iteration 16Q: 3 clusters Score -221243.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -221279.953125 Penalty: 2683.481689
	Iteration 17Q: 3 clusters Score -221280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -221310.875000 Penalty: 2683.481689
	Iteration 18Q: 3 clusters Score -221310.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -221345.015625 Penalty: 2683.481689
	Iteration 19Q: 3 clusters Score -221345 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -221382.046875 Penalty: 2683.481689
	Iteration 20F: 3 clusters Score -221382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -221423.593750 Penalty: 2683.481689
	Iteration 21Q: 3 clusters Score -221423.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -221473.218750 Penalty: 2683.481689
	Iteration 22Q: 3 clusters Score -221473.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -221521.687500 Penalty: 2683.481689
	Iteration 23Q: 3 clusters Score -221521.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -221563.671875 Penalty: 2683.481689
	Iteration 24Q: 3 clusters Score -221563.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -221590.921875 Penalty: 2683.481689
	Iteration 25Q: 3 clusters Score -221590.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -221620.343750 Penalty: 2683.481689
	Iteration 26Q: 3 clusters Score -221620.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -221641.109375 Penalty: 2683.481689
	Iteration 27Q: 3 clusters Score -221641.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -221667.875000 Penalty: 2683.481689
	Iteration 28Q: 3 clusters Score -221667.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -221694.437500 Penalty: 2683.481689
	Iteration 29Q: 3 clusters Score -221694.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -221719.312500 Penalty: 2683.481689
	Iteration 30Q: 3 clusters Score -221719.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -221745.062500 Penalty: 2683.481689
	Iteration 31Q: 3 clusters Score -221745.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -221761.671875 Penalty: 2683.481689
	Iteration 32Q: 3 clusters Score -221761.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -221785.968750 Penalty: 2683.481689
	Iteration 33Q: 3 clusters Score -221786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -221800.062500 Penalty: 2683.481689
	Iteration 34Q: 3 clusters Score -221800.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -221820.656250 Penalty: 2683.481689
	Iteration 35Q: 3 clusters Score -221820.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -221831.796875 Penalty: 2683.481689
	Iteration 36Q: 3 clusters Score -221831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -221836.703125 Penalty: 2683.481689
	Iteration 37Q: 3 clusters Score -221836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -221838.328125 Penalty: 2683.481689
	Iteration 38Q: 3 clusters Score -221838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -221839.031250 Penalty: 2683.481689
	Iteration 39Q: 3 clusters Score -221839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -221841.203125 Penalty: 2683.481689
	Iteration 40F: 3 clusters Score -221841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -221844.718750 Penalty: 2683.481689
	Iteration 41Q: 3 clusters Score -221844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -221847.125000 Penalty: 2683.481689
	Iteration 42Q: 3 clusters Score -221847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -221853.000000 Penalty: 2683.481689
	Iteration 43Q: 3 clusters Score -221853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -221855.062500 Penalty: 2683.481689
	Iteration 44Q: 3 clusters Score -221855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -221857.843750 Penalty: 2683.481689
	Iteration 45Q: 3 clusters Score -221857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -221859.218750 Penalty: 2683.481689
	Iteration 46Q: 3 clusters Score -221859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -221859.578125 Penalty: 2683.481689
	Iteration 47Q: 3 clusters Score -221859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -221861.187500 Penalty: 2683.481689
	Iteration 48Q: 3 clusters Score -221861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -221861.781250 Penalty: 2683.481689
	Iteration 49Q: 3 clusters Score -221861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -221861.781250 Penalty: 2683.481689
	Iteration 50F: 3 clusters Score -221861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Entering Unmasked Estep 
Score: -2299790.750000 Penalty: 1719.760986
	Iteration 0F: 2 clusters Score -2299791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2273605.500000 Penalty: 3439.521973
	Iteration 0F: 3 clusters Score -2273606 nChanged 18245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2283745.750000 Penalty: 3439.521973
	Iteration 1F: 3 clusters Score -2283746 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2284155.000000 Penalty: 3439.521973
	Iteration 2Q: 3 clusters Score -2284155 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2284591.500000 Penalty: 3439.521973
	Iteration 3Q: 3 clusters Score -2284592 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2285085.250000 Penalty: 3439.521973
	Iteration 4Q: 3 clusters Score -2285085 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2285680.750000 Penalty: 3439.521973
	Iteration 5Q: 3 clusters Score -2285681 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2286514.500000 Penalty: 3439.521973
	Iteration 6Q: 3 clusters Score -2286514 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2287687.500000 Penalty: 3439.521973
	Iteration 7F: 3 clusters Score -2287688 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2289361.750000 Penalty: 3439.521973
	Iteration 8F: 3 clusters Score -2289362 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2291428.250000 Penalty: 3439.521973
	Iteration 9F: 3 clusters Score -2291428 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2293363.000000 Penalty: 3439.521973
	Iteration 10F: 3 clusters Score -2293363 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2294981.500000 Penalty: 3439.521973
	Iteration 11F: 3 clusters Score -2294982 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2296213.750000 Penalty: 3439.521973
	Iteration 12Q: 3 clusters Score -2296214 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2297031.250000 Penalty: 3439.521973
	Iteration 13Q: 3 clusters Score -2297031 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2297550.750000 Penalty: 3439.521973
	Iteration 14Q: 3 clusters Score -2297551 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2297891.000000 Penalty: 3439.521973
	Iteration 15Q: 3 clusters Score -2297891 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2298075.500000 Penalty: 3439.521973
	Iteration 16Q: 3 clusters Score -2298076 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2298161.000000 Penalty: 3439.521973
	Iteration 17Q: 3 clusters Score -2298161 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2298223.500000 Penalty: 3439.521973
	Iteration 18Q: 3 clusters Score -2298224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2298274.750000 Penalty: 3439.521973
	Iteration 19Q: 3 clusters Score -2298275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2298313.000000 Penalty: 3439.521973
	Iteration 20F: 3 clusters Score -2298313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2298344.250000 Penalty: 3439.521973
	Iteration 21Q: 3 clusters Score -2298344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2298368.750000 Penalty: 3439.521973
	Iteration 22Q: 3 clusters Score -2298369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2298391.250000 Penalty: 3439.521973
	Iteration 23Q: 3 clusters Score -2298391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2298399.750000 Penalty: 3439.521973
	Iteration 24Q: 3 clusters Score -2298400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2298416.500000 Penalty: 3439.521973
	Iteration 25Q: 3 clusters Score -2298416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2298420.500000 Penalty: 3439.521973
	Iteration 26Q: 3 clusters Score -2298420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2298434.000000 Penalty: 3439.521973
	Iteration 27Q: 3 clusters Score -2298434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2298436.500000 Penalty: 3439.521973
	Iteration 28Q: 3 clusters Score -2298436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2298439.500000 Penalty: 3439.521973
	Iteration 29Q: 3 clusters Score -2298440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2298443.750000 Penalty: 3439.521973
	Iteration 30Q: 3 clusters Score -2298444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2298449.500000 Penalty: 3439.521973
	Iteration 31Q: 3 clusters Score -2298450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2298450.750000 Penalty: 3439.521973
	Iteration 32Q: 3 clusters Score -2298451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2298455.000000 Penalty: 3439.521973
	Iteration 33Q: 3 clusters Score -2298455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2298455.250000 Penalty: 3439.521973
	Iteration 34Q: 3 clusters Score -2298455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2298455.500000 Penalty: 3439.521973
	Iteration 35Q: 3 clusters Score -2298456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2298455.750000 Penalty: 3439.521973
	Iteration 36Q: 3 clusters Score -2298456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2298455.750000 Penalty: 3439.521973
	Iteration 37Q: 3 clusters Score -2298456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2298455.750000 Penalty: 3439.521973
	Iteration 38F: 3 clusters Score -2298456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -357396.531250 Penalty: 1428.887939
	Iteration 0F: 2 clusters Score -357396.5 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 3212 members 
Entering Unmasked Estep 
Score: -352435.031250 Penalty: 2857.775879
	Iteration 0F: 3 clusters Score -352435 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -353994.843750 Penalty: 2857.775879
	Iteration 1F: 3 clusters Score -353994.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -354347.156250 Penalty: 2857.775879
	Iteration 2F: 3 clusters Score -354347.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -354611.093750 Penalty: 2857.775879
	Iteration 3F: 3 clusters Score -354611.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -354809.218750 Penalty: 2857.775879
	Iteration 4F: 3 clusters Score -354809.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -354988.531250 Penalty: 2857.775879
	Iteration 5Q: 3 clusters Score -354988.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -355138.875000 Penalty: 2857.775879
	Iteration 6Q: 3 clusters Score -355138.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -355271.968750 Penalty: 2857.775879
	Iteration 7Q: 3 clusters Score -355272 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -355428.156250 Penalty: 2857.775879
	Iteration 8Q: 3 clusters Score -355428.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -355615.843750 Penalty: 2857.775879
	Iteration 9Q: 3 clusters Score -355615.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -355807.625000 Penalty: 2857.775879
	Iteration 10Q: 3 clusters Score -355807.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -355990.875000 Penalty: 2857.775879
	Iteration 11Q: 3 clusters Score -355990.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -356169.437500 Penalty: 2857.775879
	Iteration 12Q: 3 clusters Score -356169.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -356395.656250 Penalty: 2857.775879
	Iteration 13Q: 3 clusters Score -356395.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -356621.625000 Penalty: 2857.775879
	Iteration 14Q: 3 clusters Score -356621.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -356773.250000 Penalty: 2857.775879
	Iteration 15Q: 3 clusters Score -356773.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -356834.968750 Penalty: 2857.775879
	Iteration 16Q: 3 clusters Score -356835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -356861.687500 Penalty: 2857.775879
	Iteration 17Q: 3 clusters Score -356861.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -356876.093750 Penalty: 2857.775879
	Iteration 18Q: 3 clusters Score -356876.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -356887.093750 Penalty: 2857.775879
	Iteration 19Q: 3 clusters Score -356887.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -356896.218750 Penalty: 2857.775879
	Iteration 20F: 3 clusters Score -356896.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -356904.906250 Penalty: 2857.775879
	Iteration 21Q: 3 clusters Score -356904.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -356915.437500 Penalty: 2857.775879
	Iteration 22Q: 3 clusters Score -356915.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -356925.875000 Penalty: 2857.775879
	Iteration 23Q: 3 clusters Score -356925.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -356930.968750 Penalty: 2857.775879
	Iteration 24Q: 3 clusters Score -356931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -356933.656250 Penalty: 2857.775879
	Iteration 25Q: 3 clusters Score -356933.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -356936.375000 Penalty: 2857.775879
	Iteration 26Q: 3 clusters Score -356936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -356937.312500 Penalty: 2857.775879
	Iteration 27Q: 3 clusters Score -356937.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -356938.968750 Penalty: 2857.775879
	Iteration 28Q: 3 clusters Score -356939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -356941.000000 Penalty: 2857.775879
	Iteration 29Q: 3 clusters Score -356941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -356942.656250 Penalty: 2857.775879
	Iteration 30Q: 3 clusters Score -356942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -356943.812500 Penalty: 2857.775879
	Iteration 31Q: 3 clusters Score -356943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -356946.312500 Penalty: 2857.775879
	Iteration 32Q: 3 clusters Score -356946.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -356947.875000 Penalty: 2857.775879
	Iteration 33Q: 3 clusters Score -356947.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -356949.468750 Penalty: 2857.775879
	Iteration 34Q: 3 clusters Score -356949.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -356951.625000 Penalty: 2857.775879
	Iteration 35Q: 3 clusters Score -356951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -356952.968750 Penalty: 2857.775879
	Iteration 36Q: 3 clusters Score -356953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -356954.062500 Penalty: 2857.775879
	Iteration 37Q: 3 clusters Score -356954.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -356955.062500 Penalty: 2857.775879
	Iteration 38Q: 3 clusters Score -356955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -356955.687500 Penalty: 2857.775879
	Iteration 39Q: 3 clusters Score -356955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -356956.000000 Penalty: 2857.775879
	Iteration 40F: 3 clusters Score -356956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -356956.031250 Penalty: 2857.775879
	Iteration 41Q: 3 clusters Score -356956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -356957.718750 Penalty: 2857.775879
	Iteration 42Q: 3 clusters Score -356957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -356958.656250 Penalty: 2857.775879
	Iteration 43Q: 3 clusters Score -356958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -356959.562500 Penalty: 2857.775879
	Iteration 44Q: 3 clusters Score -356959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -356958.750000 Penalty: 2857.775879
	Iteration 45Q: 3 clusters Score -356958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -356960.718750 Penalty: 2857.775879
	Iteration 46Q: 3 clusters Score -356960.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -356960.343750 Penalty: 2857.775879
	Iteration 47Q: 3 clusters Score -356960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -356960.843750 Penalty: 2857.775879
	Iteration 48Q: 3 clusters Score -356960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -356960.593750 Penalty: 2857.775879
	Iteration 49Q: 3 clusters Score -356960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -356960.593750 Penalty: 2857.775879
	Iteration 50F: 3 clusters Score -356960.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Entering Unmasked Estep 
Score: -671376.562500 Penalty: 1535.392456
	Iteration 0F: 2 clusters Score -671376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -662421.812500 Penalty: 3070.784912
	Iteration 0F: 3 clusters Score -662421.8 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -665461.187500 Penalty: 3070.784912
	Iteration 1F: 3 clusters Score -665461.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -665760.000000 Penalty: 3070.784912
	Iteration 2F: 3 clusters Score -665760 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -666001.937500 Penalty: 3070.784912
	Iteration 3Q: 3 clusters Score -666001.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -666225.312500 Penalty: 3070.784912
	Iteration 4Q: 3 clusters Score -666225.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -666424.937500 Penalty: 3070.784912
	Iteration 5Q: 3 clusters Score -666424.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -666609.062500 Penalty: 3070.784912
	Iteration 6Q: 3 clusters Score -666609.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -666779.375000 Penalty: 3070.784912
	Iteration 7Q: 3 clusters Score -666779.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -666968.000000 Penalty: 3070.784912
	Iteration 8Q: 3 clusters Score -666968 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -667190.875000 Penalty: 3070.784912
	Iteration 9Q: 3 clusters Score -667190.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -667462.500000 Penalty: 3070.784912
	Iteration 10Q: 3 clusters Score -667462.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -667771.312500 Penalty: 3070.784912
	Iteration 11Q: 3 clusters Score -667771.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -668109.125000 Penalty: 3070.784912
	Iteration 12Q: 3 clusters Score -668109.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -668423.125000 Penalty: 3070.784912
	Iteration 13Q: 3 clusters Score -668423.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -668695.312500 Penalty: 3070.784912
	Iteration 14Q: 3 clusters Score -668695.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -668966.375000 Penalty: 3070.784912
	Iteration 15Q: 3 clusters Score -668966.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -669189.000000 Penalty: 3070.784912
	Iteration 16Q: 3 clusters Score -669189 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -669389.750000 Penalty: 3070.784912
	Iteration 17Q: 3 clusters Score -669389.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -669578.812500 Penalty: 3070.784912
	Iteration 18Q: 3 clusters Score -669578.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -669735.062500 Penalty: 3070.784912
	Iteration 19Q: 3 clusters Score -669735.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -669869.500000 Penalty: 3070.784912
	Iteration 20F: 3 clusters Score -669869.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -669990.437500 Penalty: 3070.784912
	Iteration 21Q: 3 clusters Score -669990.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -670105.687500 Penalty: 3070.784912
	Iteration 22Q: 3 clusters Score -670105.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -670197.187500 Penalty: 3070.784912
	Iteration 23Q: 3 clusters Score -670197.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -670270.937500 Penalty: 3070.784912
	Iteration 24Q: 3 clusters Score -670270.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -670324.000000 Penalty: 3070.784912
	Iteration 25Q: 3 clusters Score -670324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -670366.500000 Penalty: 3070.784912
	Iteration 26Q: 3 clusters Score -670366.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -670394.562500 Penalty: 3070.784912
	Iteration 27Q: 3 clusters Score -670394.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -670412.187500 Penalty: 3070.784912
	Iteration 28Q: 3 clusters Score -670412.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -670428.687500 Penalty: 3070.784912
	Iteration 29Q: 3 clusters Score -670428.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -670439.437500 Penalty: 3070.784912
	Iteration 30Q: 3 clusters Score -670439.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -670450.062500 Penalty: 3070.784912
	Iteration 31Q: 3 clusters Score -670450.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -670459.562500 Penalty: 3070.784912
	Iteration 32Q: 3 clusters Score -670459.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -670471.562500 Penalty: 3070.784912
	Iteration 33Q: 3 clusters Score -670471.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -670478.187500 Penalty: 3070.784912
	Iteration 34Q: 3 clusters Score -670478.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -670486.312500 Penalty: 3070.784912
	Iteration 35Q: 3 clusters Score -670486.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -670487.437500 Penalty: 3070.784912
	Iteration 36Q: 3 clusters Score -670487.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -670490.187500 Penalty: 3070.784912
	Iteration 37Q: 3 clusters Score -670490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -670491.500000 Penalty: 3070.784912
	Iteration 38Q: 3 clusters Score -670491.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -670491.250000 Penalty: 3070.784912
	Iteration 39Q: 3 clusters Score -670491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -670492.375000 Penalty: 3070.784912
	Iteration 40F: 3 clusters Score -670492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -670492.187500 Penalty: 3070.784912
	Iteration 41Q: 3 clusters Score -670492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -670492.250000 Penalty: 3070.784912
	Iteration 42Q: 3 clusters Score -670492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -670492.312500 Penalty: 3070.784912
	Iteration 43Q: 3 clusters Score -670492.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -670491.375000 Penalty: 3070.784912
	Iteration 44Q: 3 clusters Score -670491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -670492.937500 Penalty: 3070.784912
	Iteration 45Q: 3 clusters Score -670492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -670492.937500 Penalty: 3070.784912
	Iteration 46Q: 3 clusters Score -670492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -670494.000000 Penalty: 3070.784912
	Iteration 47Q: 3 clusters Score -670494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -670493.437500 Penalty: 3070.784912
	Iteration 48Q: 3 clusters Score -670493.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -670493.437500 Penalty: 3070.784912
	Iteration 49Q: 3 clusters Score -670493.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -670493.437500 Penalty: 3070.784912
	Iteration 50F: 3 clusters Score -670493.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140843 members 
Entering Unmasked Estep 
Score: -8269461.000000 Penalty: 1926.502686
	Iteration 0F: 2 clusters Score -8269461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -8175308.500000 Penalty: 3853.005371
	Iteration 0F: 3 clusters Score -8175308 nChanged 67644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -8214968.500000 Penalty: 3853.005371
	Iteration 1F: 3 clusters Score -8214968 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -8215869.000000 Penalty: 3853.005371
	Iteration 2Q: 3 clusters Score -8215869 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -8217155.000000 Penalty: 3853.005371
	Iteration 3Q: 3 clusters Score -8217155 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -8218811.000000 Penalty: 3853.005371
	Iteration 4Q: 3 clusters Score -8218811 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
Score: -8221210.000000 Penalty: 3853.005371
	Iteration 5Q: 3 clusters Score -8221210 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -8224370.500000 Penalty: 3853.005371
	Iteration 6F: 3 clusters Score -8224370 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -8228179.500000 Penalty: 3853.005371
	Iteration 7F: 3 clusters Score -8228180 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -8232354.500000 Penalty: 3853.005371
	Iteration 8F: 3 clusters Score -8232354 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 92576 members 
Entering Unmasked Estep 
Score: -8236439.500000 Penalty: 3853.005371
	Iteration 9F: 3 clusters Score -8236440 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -8240348.000000 Penalty: 3853.005371
	Iteration 10Q: 3 clusters Score -8240348 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -8244628.000000 Penalty: 3853.005371
	Iteration 11Q: 3 clusters Score -8244628 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 104808 members 
Entering Unmasked Estep 
Score: -8249681.000000 Penalty: 3853.005371
	Iteration 12Q: 3 clusters Score -8249681 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 107687 members 
Entering Unmasked Estep 
Score: -8254574.000000 Penalty: 3853.005371
	Iteration 13Q: 3 clusters Score -8254574 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -8257574.500000 Penalty: 3853.005371
	Iteration 14Q: 3 clusters Score -8257574 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 111593 members 
Entering Unmasked Estep 
Score: -8259178.000000 Penalty: 3853.005371
	Iteration 15Q: 3 clusters Score -8259178 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 113260 members 
Entering Unmasked Estep 
Score: -8260104.500000 Penalty: 3853.005371
	Iteration 16Q: 3 clusters Score -8260104 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 114712 members 
Entering Unmasked Estep 
Score: -8260694.000000 Penalty: 3853.005371
	Iteration 17Q: 3 clusters Score -8260694 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 116091 members 
Entering Unmasked Estep 
Score: -8261279.000000 Penalty: 3853.005371
	Iteration 18Q: 3 clusters Score -8261279 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -8261755.500000 Penalty: 3853.005371
	Iteration 19Q: 3 clusters Score -8261756 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 118564 members 
Entering Unmasked Estep 
Score: -8262225.000000 Penalty: 3853.005371
	Iteration 20F: 3 clusters Score -8262225 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 119708 members 
Entering Unmasked Estep 
Score: -8262539.000000 Penalty: 3853.005371
	Iteration 21Q: 3 clusters Score -8262539 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 120745 members 
Entering Unmasked Estep 
Score: -8262847.000000 Penalty: 3853.005371
	Iteration 22Q: 3 clusters Score -8262847 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 121718 members 
Entering Unmasked Estep 
Score: -8263128.000000 Penalty: 3853.005371
	Iteration 23Q: 3 clusters Score -8263128 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 122642 members 
Entering Unmasked Estep 
Score: -8263370.000000 Penalty: 3853.005371
	Iteration 24Q: 3 clusters Score -8263370 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 123531 members 
Entering Unmasked Estep 
Score: -8263584.000000 Penalty: 3853.005371
	Iteration 25Q: 3 clusters Score -8263584 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 124386 members 
Entering Unmasked Estep 
Score: -8263821.000000 Penalty: 3853.005371
	Iteration 26Q: 3 clusters Score -8263821 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 125161 members 
Entering Unmasked Estep 
Score: -8263989.500000 Penalty: 3853.005371
	Iteration 27Q: 3 clusters Score -8263990 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 125922 members 
Entering Unmasked Estep 
Score: -8264161.000000 Penalty: 3853.005371
	Iteration 28Q: 3 clusters Score -8264161 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 126632 members 
Entering Unmasked Estep 
Score: -8264293.000000 Penalty: 3853.005371
	Iteration 29Q: 3 clusters Score -8264293 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 127305 members 
Entering Unmasked Estep 
Score: -8264443.000000 Penalty: 3853.005371
	Iteration 30Q: 3 clusters Score -8264443 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 127980 members 
Entering Unmasked Estep 
Score: -8264634.000000 Penalty: 3853.005371
	Iteration 31Q: 3 clusters Score -8264634 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 128609 members 
Entering Unmasked Estep 
Score: -8264758.500000 Penalty: 3853.005371
	Iteration 32Q: 3 clusters Score -8264758 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -8264908.000000 Penalty: 3853.005371
	Iteration 33Q: 3 clusters Score -8264908 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 129899 members 
Entering Unmasked Estep 
Score: -8265098.000000 Penalty: 3853.005371
	Iteration 34Q: 3 clusters Score -8265098 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 130556 members 
Entering Unmasked Estep 
Score: -8265262.500000 Penalty: 3853.005371
	Iteration 35Q: 3 clusters Score -8265262 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 131157 members 
Entering Unmasked Estep 
Score: -8265438.000000 Penalty: 3853.005371
	Iteration 36Q: 3 clusters Score -8265438 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 131742 members 
Entering Unmasked Estep 
Score: -8265548.000000 Penalty: 3853.005371
	Iteration 37Q: 3 clusters Score -8265548 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 132314 members 
Entering Unmasked Estep 
Score: -8265692.000000 Penalty: 3853.005371
	Iteration 38Q: 3 clusters Score -8265692 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 132840 members 
Entering Unmasked Estep 
Score: -8265781.500000 Penalty: 3853.005371
	Iteration 39Q: 3 clusters Score -8265782 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 133330 members 
Entering Unmasked Estep 
Score: -8265936.000000 Penalty: 3853.005371
	Iteration 40F: 3 clusters Score -8265936 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 133773 members 
Entering Unmasked Estep 
Score: -8266018.500000 Penalty: 3853.005371
	Iteration 41Q: 3 clusters Score -8266018 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 134197 members 
Entering Unmasked Estep 
Score: -8266135.000000 Penalty: 3853.005371
	Iteration 42Q: 3 clusters Score -8266135 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 134622 members 
Entering Unmasked Estep 
Score: -8266237.000000 Penalty: 3853.005371
	Iteration 43Q: 3 clusters Score -8266237 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 135032 members 
Entering Unmasked Estep 
Score: -8266351.000000 Penalty: 3853.005371
	Iteration 44Q: 3 clusters Score -8266351 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 135415 members 
Entering Unmasked Estep 
Score: -8266473.500000 Penalty: 3853.005371
	Iteration 45Q: 3 clusters Score -8266474 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 135749 members 
Entering Unmasked Estep 
Score: -8266569.500000 Penalty: 3853.005371
	Iteration 46Q: 3 clusters Score -8266570 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 136082 members 
Entering Unmasked Estep 
Score: -8266650.000000 Penalty: 3853.005371
	Iteration 47Q: 3 clusters Score -8266650 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 136380 members 
Entering Unmasked Estep 
Score: -8266714.500000 Penalty: 3853.005371
	Iteration 48Q: 3 clusters Score -8266714 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 136678 members 
Entering Unmasked Estep 
Score: -8266799.000000 Penalty: 3853.005371
	Iteration 49Q: 3 clusters Score -8266799 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 136985 members 
Entering Unmasked Estep 
Score: -8266913.000000 Penalty: 3853.005371
	Iteration 50Q: 3 clusters Score -8266913 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 137256 members 
Entering Unmasked Estep 
Score: -8267004.000000 Penalty: 3853.005371
	Iteration 51Q: 3 clusters Score -8267004 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 137512 members 
Entering Unmasked Estep 
Score: -8267048.500000 Penalty: 3853.005371
	Iteration 52Q: 3 clusters Score -8267048 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 137754 members 
Entering Unmasked Estep 
Score: -8267169.000000 Penalty: 3853.005371
	Iteration 53Q: 3 clusters Score -8267169 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 137985 members 
Entering Unmasked Estep 
Score: -8267229.000000 Penalty: 3853.005371
	Iteration 54Q: 3 clusters Score -8267229 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 138190 members 
Entering Unmasked Estep 
Score: -8267295.500000 Penalty: 3853.005371
	Iteration 55Q: 3 clusters Score -8267296 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 138381 members 
Entering Unmasked Estep 
Score: -8267358.500000 Penalty: 3853.005371
	Iteration 56Q: 3 clusters Score -8267358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 138561 members 
Entering Unmasked Estep 
Score: -8267420.000000 Penalty: 3853.005371
	Iteration 57Q: 3 clusters Score -8267420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 138712 members 
Entering Unmasked Estep 
Score: -8267469.000000 Penalty: 3853.005371
	Iteration 58Q: 3 clusters Score -8267469 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 138838 members 
Entering Unmasked Estep 
Score: -8267511.000000 Penalty: 3853.005371
	Iteration 59Q: 3 clusters Score -8267511 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 138942 members 
Entering Unmasked Estep 
Score: -8267537.500000 Penalty: 3853.005371
	Iteration 60F: 3 clusters Score -8267538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 139041 members 
Entering Unmasked Estep 
Score: -8267582.000000 Penalty: 3853.005371
	Iteration 61Q: 3 clusters Score -8267582 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 139140 members 
Entering Unmasked Estep 
Score: -8267604.000000 Penalty: 3853.005371
	Iteration 62Q: 3 clusters Score -8267604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 139221 members 
Entering Unmasked Estep 
Score: -8267646.000000 Penalty: 3853.005371
	Iteration 63Q: 3 clusters Score -8267646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 139282 members 
Entering Unmasked Estep 
Score: -8267662.500000 Penalty: 3853.005371
	Iteration 64Q: 3 clusters Score -8267662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 139335 members 
Entering Unmasked Estep 
Score: -8267682.000000 Penalty: 3853.005371
	Iteration 65Q: 3 clusters Score -8267682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -8267694.500000 Penalty: 3853.005371
	Iteration 66Q: 3 clusters Score -8267694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 139432 members 
Entering Unmasked Estep 
Score: -8267714.000000 Penalty: 3853.005371
	Iteration 67Q: 3 clusters Score -8267714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 139477 members 
Entering Unmasked Estep 
Score: -8267736.500000 Penalty: 3853.005371
	Iteration 68Q: 3 clusters Score -8267736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 139522 members 
Entering Unmasked Estep 
Score: -8267746.000000 Penalty: 3853.005371
	Iteration 69Q: 3 clusters Score -8267746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 139554 members 
Entering Unmasked Estep 
Score: -8267765.000000 Penalty: 3853.005371
	Iteration 70Q: 3 clusters Score -8267765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 139581 members 
Entering Unmasked Estep 
Score: -8267768.000000 Penalty: 3853.005371
	Iteration 71Q: 3 clusters Score -8267768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 139606 members 
Entering Unmasked Estep 
Score: -8267776.500000 Penalty: 3853.005371
	Iteration 72Q: 3 clusters Score -8267776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 139635 members 
Entering Unmasked Estep 
Score: -8267797.000000 Penalty: 3853.005371
	Iteration 73Q: 3 clusters Score -8267797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 139657 members 
Entering Unmasked Estep 
Score: -8267788.000000 Penalty: 3853.005371
	Iteration 74Q: 3 clusters Score -8267788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 139678 members 
Entering Unmasked Estep 
Score: -8267793.000000 Penalty: 3853.005371
	Iteration 75Q: 3 clusters Score -8267793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 139700 members 
Entering Unmasked Estep 
Score: -8267798.000000 Penalty: 3853.005371
	Iteration 76Q: 3 clusters Score -8267798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -8267805.000000 Penalty: 3853.005371
	Iteration 77Q: 3 clusters Score -8267805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 139744 members 
Entering Unmasked Estep 
Score: -8267814.500000 Penalty: 3853.005371
	Iteration 78Q: 3 clusters Score -8267814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -8267824.500000 Penalty: 3853.005371
	Iteration 79Q: 3 clusters Score -8267824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 139776 members 
Entering Unmasked Estep 
Score: -8267830.500000 Penalty: 3853.005371
	Iteration 80F: 3 clusters Score -8267830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 139789 members 
Entering Unmasked Estep 
Score: -8267840.000000 Penalty: 3853.005371
	Iteration 81Q: 3 clusters Score -8267840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 139801 members 
Entering Unmasked Estep 
Score: -8267840.000000 Penalty: 3853.005371
	Iteration 82Q: 3 clusters Score -8267840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 139813 members 
Entering Unmasked Estep 
Score: -8267849.500000 Penalty: 3853.005371
	Iteration 83Q: 3 clusters Score -8267850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 139824 members 
Entering Unmasked Estep 
Score: -8267850.500000 Penalty: 3853.005371
	Iteration 84Q: 3 clusters Score -8267850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 139836 members 
Entering Unmasked Estep 
Score: -8267846.500000 Penalty: 3853.005371
	Iteration 85Q: 3 clusters Score -8267846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 139847 members 
Entering Unmasked Estep 
Score: -8267849.000000 Penalty: 3853.005371
	Iteration 86Q: 3 clusters Score -8267849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 139855 members 
Entering Unmasked Estep 
Score: -8267852.500000 Penalty: 3853.005371
	Iteration 87Q: 3 clusters Score -8267852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 139866 members 
Entering Unmasked Estep 
Score: -8267862.500000 Penalty: 3853.005371
	Iteration 88Q: 3 clusters Score -8267862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 139871 members 
Entering Unmasked Estep 
Score: -8267864.000000 Penalty: 3853.005371
	Iteration 89Q: 3 clusters Score -8267864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 139873 members 
Entering Unmasked Estep 
Score: -8267865.500000 Penalty: 3853.005371
	Iteration 90Q: 3 clusters Score -8267866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 139873 members 
Entering Unmasked Estep 
Score: -8267865.500000 Penalty: 3853.005371
	Iteration 91F: 3 clusters Score -8267866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Entering Unmasked Estep 
Score: -365671.500000 Penalty: 1424.589844
	Iteration 0F: 2 clusters Score -365671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -360810.093750 Penalty: 2849.179688
	Iteration 0F: 3 clusters Score -360810.1 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -362243.843750 Penalty: 2849.179688
	Iteration 1F: 3 clusters Score -362243.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -362438.468750 Penalty: 2849.179688
	Iteration 2F: 3 clusters Score -362438.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -362583.625000 Penalty: 2849.179688
	Iteration 3Q: 3 clusters Score -362583.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -362722.906250 Penalty: 2849.179688
	Iteration 4Q: 3 clusters Score -362722.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -362856.750000 Penalty: 2849.179688
	Iteration 5Q: 3 clusters Score -362856.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -362964.031250 Penalty: 2849.179688
	Iteration 6Q: 3 clusters Score -362964 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -363073.718750 Penalty: 2849.179688
	Iteration 7Q: 3 clusters Score -363073.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -363200.437500 Penalty: 2849.179688
	Iteration 8Q: 3 clusters Score -363200.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -363326.250000 Penalty: 2849.179688
	Iteration 9Q: 3 clusters Score -363326.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -363457.687500 Penalty: 2849.179688
	Iteration 10Q: 3 clusters Score -363457.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -363595.656250 Penalty: 2849.179688
	Iteration 11Q: 3 clusters Score -363595.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -363731.812500 Penalty: 2849.179688
	Iteration 12Q: 3 clusters Score -363731.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -363842.000000 Penalty: 2849.179688
	Iteration 13Q: 3 clusters Score -363842 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -363922.687500 Penalty: 2849.179688
	Iteration 14Q: 3 clusters Score -363922.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -363995.312500 Penalty: 2849.179688
	Iteration 15Q: 3 clusters Score -363995.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -364043.031250 Penalty: 2849.179688
	Iteration 16Q: 3 clusters Score -364043 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -364071.968750 Penalty: 2849.179688
	Iteration 17Q: 3 clusters Score -364072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -364092.593750 Penalty: 2849.179688
	Iteration 18Q: 3 clusters Score -364092.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -364110.312500 Penalty: 2849.179688
	Iteration 19Q: 3 clusters Score -364110.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -364124.406250 Penalty: 2849.179688
	Iteration 20F: 3 clusters Score -364124.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -364135.937500 Penalty: 2849.179688
	Iteration 21Q: 3 clusters Score -364135.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -364151.656250 Penalty: 2849.179688
	Iteration 22Q: 3 clusters Score -364151.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -364166.031250 Penalty: 2849.179688
	Iteration 23Q: 3 clusters Score -364166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -364175.687500 Penalty: 2849.179688
	Iteration 24Q: 3 clusters Score -364175.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -364181.906250 Penalty: 2849.179688
	Iteration 25Q: 3 clusters Score -364181.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -364186.750000 Penalty: 2849.179688
	Iteration 26Q: 3 clusters Score -364186.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -364189.937500 Penalty: 2849.179688
	Iteration 27Q: 3 clusters Score -364189.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -364192.906250 Penalty: 2849.179688
	Iteration 28Q: 3 clusters Score -364192.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -364197.531250 Penalty: 2849.179688
	Iteration 29Q: 3 clusters Score -364197.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -364201.093750 Penalty: 2849.179688
	Iteration 30Q: 3 clusters Score -364201.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -364203.625000 Penalty: 2849.179688
	Iteration 31Q: 3 clusters Score -364203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -364206.562500 Penalty: 2849.179688
	Iteration 32Q: 3 clusters Score -364206.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -364209.656250 Penalty: 2849.179688
	Iteration 33Q: 3 clusters Score -364209.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -364214.968750 Penalty: 2849.179688
	Iteration 34Q: 3 clusters Score -364215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -364224.343750 Penalty: 2849.179688
	Iteration 35Q: 3 clusters Score -364224.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -364231.687500 Penalty: 2849.179688
	Iteration 36Q: 3 clusters Score -364231.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -364240.406250 Penalty: 2849.179688
	Iteration 37Q: 3 clusters Score -364240.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -364247.843750 Penalty: 2849.179688
	Iteration 38Q: 3 clusters Score -364247.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -364254.062500 Penalty: 2849.179688
	Iteration 39Q: 3 clusters Score -364254.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -364259.718750 Penalty: 2849.179688
	Iteration 40F: 3 clusters Score -364259.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -364263.562500 Penalty: 2849.179688
	Iteration 41Q: 3 clusters Score -364263.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -364268.000000 Penalty: 2849.179688
	Iteration 42Q: 3 clusters Score -364268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -364272.093750 Penalty: 2849.179688
	Iteration 43Q: 3 clusters Score -364272.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -364277.000000 Penalty: 2849.179688
	Iteration 44Q: 3 clusters Score -364277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -364279.437500 Penalty: 2849.179688
	Iteration 45Q: 3 clusters Score -364279.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -364282.968750 Penalty: 2849.179688
	Iteration 46Q: 3 clusters Score -364283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -364286.437500 Penalty: 2849.179688
	Iteration 47Q: 3 clusters Score -364286.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -364289.781250 Penalty: 2849.179688
	Iteration 48Q: 3 clusters Score -364289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -364293.375000 Penalty: 2849.179688
	Iteration 49Q: 3 clusters Score -364293.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -364297.656250 Penalty: 2849.179688
	Iteration 50Q: 3 clusters Score -364297.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -364298.281250 Penalty: 2849.179688
	Iteration 51Q: 3 clusters Score -364298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -364298.375000 Penalty: 2849.179688
	Iteration 52Q: 3 clusters Score -364298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -364300.687500 Penalty: 2849.179688
	Iteration 53Q: 3 clusters Score -364300.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -364302.656250 Penalty: 2849.179688
	Iteration 54Q: 3 clusters Score -364302.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -364303.125000 Penalty: 2849.179688
	Iteration 55Q: 3 clusters Score -364303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -364304.781250 Penalty: 2849.179688
	Iteration 56Q: 3 clusters Score -364304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -364306.093750 Penalty: 2849.179688
	Iteration 57Q: 3 clusters Score -364306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -364306.531250 Penalty: 2849.179688
	Iteration 58Q: 3 clusters Score -364306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -364308.250000 Penalty: 2849.179688
	Iteration 59Q: 3 clusters Score -364308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -364308.437500 Penalty: 2849.179688
	Iteration 60F: 3 clusters Score -364308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -364307.718750 Penalty: 2849.179688
	Iteration 61Q: 3 clusters Score -364307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -364307.875000 Penalty: 2849.179688
	Iteration 62Q: 3 clusters Score -364307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -364308.843750 Penalty: 2849.179688
	Iteration 63Q: 3 clusters Score -364308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -364308.875000 Penalty: 2849.179688
	Iteration 64Q: 3 clusters Score -364308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -364309.156250 Penalty: 2849.179688
	Iteration 65Q: 3 clusters Score -364309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -364309.718750 Penalty: 2849.179688
	Iteration 66Q: 3 clusters Score -364309.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -364310.812500 Penalty: 2849.179688
	Iteration 67Q: 3 clusters Score -364310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -364311.781250 Penalty: 2849.179688
	Iteration 68Q: 3 clusters Score -364311.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -364311.312500 Penalty: 2849.179688
	Iteration 69Q: 3 clusters Score -364311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -364311.906250 Penalty: 2849.179688
	Iteration 70Q: 3 clusters Score -364311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -364313.218750 Penalty: 2849.179688
	Iteration 71Q: 3 clusters Score -364313.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -364313.781250 Penalty: 2849.179688
	Iteration 72Q: 3 clusters Score -364313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -364313.968750 Penalty: 2849.179688
	Iteration 73Q: 3 clusters Score -364314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -364313.531250 Penalty: 2849.179688
	Iteration 74Q: 3 clusters Score -364313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -364313.343750 Penalty: 2849.179688
	Iteration 75Q: 3 clusters Score -364313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -364313.343750 Penalty: 2849.179688
	Iteration 76F: 3 clusters Score -364313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Entering Unmasked Estep 
Score: -250855.593750 Penalty: 1359.610840
	Iteration 0F: 2 clusters Score -250855.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -247322.296875 Penalty: 2719.221680
	Iteration 0F: 3 clusters Score -247322.3 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -248230.718750 Penalty: 2719.221680
	Iteration 1F: 3 clusters Score -248230.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -248383.953125 Penalty: 2719.221680
	Iteration 2F: 3 clusters Score -248384 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -248485.875000 Penalty: 2719.221680
	Iteration 3Q: 3 clusters Score -248485.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -248552.281250 Penalty: 2719.221680
	Iteration 4Q: 3 clusters Score -248552.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -248607.140625 Penalty: 2719.221680
	Iteration 5Q: 3 clusters Score -248607.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -248654.578125 Penalty: 2719.221680
	Iteration 6Q: 3 clusters Score -248654.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -248677.765625 Penalty: 2719.221680
	Iteration 7Q: 3 clusters Score -248677.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -248697.046875 Penalty: 2719.221680
	Iteration 8Q: 3 clusters Score -248697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -248716.656250 Penalty: 2719.221680
	Iteration 9Q: 3 clusters Score -248716.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -248737.671875 Penalty: 2719.221680
	Iteration 10Q: 3 clusters Score -248737.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -248761.203125 Penalty: 2719.221680
	Iteration 11Q: 3 clusters Score -248761.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -248794.390625 Penalty: 2719.221680
	Iteration 12Q: 3 clusters Score -248794.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -248834.406250 Penalty: 2719.221680
	Iteration 13Q: 3 clusters Score -248834.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -248875.140625 Penalty: 2719.221680
	Iteration 14Q: 3 clusters Score -248875.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -248903.812500 Penalty: 2719.221680
	Iteration 15Q: 3 clusters Score -248903.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -248927.921875 Penalty: 2719.221680
	Iteration 16Q: 3 clusters Score -248927.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -248959.640625 Penalty: 2719.221680
	Iteration 17Q: 3 clusters Score -248959.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -249004.000000 Penalty: 2719.221680
	Iteration 18Q: 3 clusters Score -249004 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -249069.906250 Penalty: 2719.221680
	Iteration 19Q: 3 clusters Score -249069.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -249152.968750 Penalty: 2719.221680
	Iteration 20F: 3 clusters Score -249153 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -249236.281250 Penalty: 2719.221680
	Iteration 21Q: 3 clusters Score -249236.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -249319.937500 Penalty: 2719.221680
	Iteration 22Q: 3 clusters Score -249319.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -249416.281250 Penalty: 2719.221680
	Iteration 23Q: 3 clusters Score -249416.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -249532.687500 Penalty: 2719.221680
	Iteration 24Q: 3 clusters Score -249532.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -249648.968750 Penalty: 2719.221680
	Iteration 25Q: 3 clusters Score -249649 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -249753.187500 Penalty: 2719.221680
	Iteration 26Q: 3 clusters Score -249753.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -249808.765625 Penalty: 2719.221680
	Iteration 27Q: 3 clusters Score -249808.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -249853.390625 Penalty: 2719.221680
	Iteration 28Q: 3 clusters Score -249853.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -249890.796875 Penalty: 2719.221680
	Iteration 29Q: 3 clusters Score -249890.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -249920.187500 Penalty: 2719.221680
	Iteration 30Q: 3 clusters Score -249920.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -249945.906250 Penalty: 2719.221680
	Iteration 31Q: 3 clusters Score -249945.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -249963.812500 Penalty: 2719.221680
	Iteration 32Q: 3 clusters Score -249963.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -249981.671875 Penalty: 2719.221680
	Iteration 33Q: 3 clusters Score -249981.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -249994.671875 Penalty: 2719.221680
	Iteration 34Q: 3 clusters Score -249994.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -250007.250000 Penalty: 2719.221680
	Iteration 35Q: 3 clusters Score -250007.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -250016.906250 Penalty: 2719.221680
	Iteration 36Q: 3 clusters Score -250016.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -250024.078125 Penalty: 2719.221680
	Iteration 37Q: 3 clusters Score -250024.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -250031.046875 Penalty: 2719.221680
	Iteration 38Q: 3 clusters Score -250031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -250038.062500 Penalty: 2719.221680
	Iteration 39Q: 3 clusters Score -250038.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -250045.625000 Penalty: 2719.221680
	Iteration 40F: 3 clusters Score -250045.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -250054.828125 Penalty: 2719.221680
	Iteration 41Q: 3 clusters Score -250054.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -250062.500000 Penalty: 2719.221680
	Iteration 42Q: 3 clusters Score -250062.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -250075.062500 Penalty: 2719.221680
	Iteration 43Q: 3 clusters Score -250075.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -250080.281250 Penalty: 2719.221680
	Iteration 44Q: 3 clusters Score -250080.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -250090.906250 Penalty: 2719.221680
	Iteration 45Q: 3 clusters Score -250090.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -250099.109375 Penalty: 2719.221680
	Iteration 46Q: 3 clusters Score -250099.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -250106.109375 Penalty: 2719.221680
	Iteration 47Q: 3 clusters Score -250106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -250112.093750 Penalty: 2719.221680
	Iteration 48Q: 3 clusters Score -250112.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -250115.906250 Penalty: 2719.221680
	Iteration 49Q: 3 clusters Score -250115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -250116.937500 Penalty: 2719.221680
	Iteration 50Q: 3 clusters Score -250116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -250117.875000 Penalty: 2719.221680
	Iteration 51Q: 3 clusters Score -250117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -250118.578125 Penalty: 2719.221680
	Iteration 52Q: 3 clusters Score -250118.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -250121.078125 Penalty: 2719.221680
	Iteration 53Q: 3 clusters Score -250121.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -250123.343750 Penalty: 2719.221680
	Iteration 54Q: 3 clusters Score -250123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -250125.328125 Penalty: 2719.221680
	Iteration 55Q: 3 clusters Score -250125.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -250127.046875 Penalty: 2719.221680
	Iteration 56Q: 3 clusters Score -250127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -250129.828125 Penalty: 2719.221680
	Iteration 57Q: 3 clusters Score -250129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -250132.875000 Penalty: 2719.221680
	Iteration 58Q: 3 clusters Score -250132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -250134.921875 Penalty: 2719.221680
	Iteration 59Q: 3 clusters Score -250134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -250137.765625 Penalty: 2719.221680
	Iteration 60F: 3 clusters Score -250137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -250139.125000 Penalty: 2719.221680
	Iteration 61Q: 3 clusters Score -250139.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -250140.078125 Penalty: 2719.221680
	Iteration 62Q: 3 clusters Score -250140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -250140.890625 Penalty: 2719.221680
	Iteration 63Q: 3 clusters Score -250140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -250140.484375 Penalty: 2719.221680
	Iteration 64Q: 3 clusters Score -250140.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -250140.484375 Penalty: 2719.221680
	Iteration 65F: 3 clusters Score -250140.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Entering Unmasked Estep 
Score: -5315513.500000 Penalty: 1854.862793
	Iteration 0F: 2 clusters Score -5315514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -5254894.500000 Penalty: 3709.725586
	Iteration 0F: 3 clusters Score -5254894 nChanged 43257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -5279922.500000 Penalty: 3709.725586
	Iteration 1F: 3 clusters Score -5279922 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -5280898.000000 Penalty: 3709.725586
	Iteration 2Q: 3 clusters Score -5280898 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -5282155.500000 Penalty: 3709.725586
	Iteration 3Q: 3 clusters Score -5282156 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5283689.000000 Penalty: 3709.725586
	Iteration 4Q: 3 clusters Score -5283689 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -5285426.000000 Penalty: 3709.725586
	Iteration 5Q: 3 clusters Score -5285426 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -5287326.000000 Penalty: 3709.725586
	Iteration 6F: 3 clusters Score -5287326 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -5289155.500000 Penalty: 3709.725586
	Iteration 7F: 3 clusters Score -5289156 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -5290755.000000 Penalty: 3709.725586
	Iteration 8Q: 3 clusters Score -5290755 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -5292033.000000 Penalty: 3709.725586
	Iteration 9Q: 3 clusters Score -5292033 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -5292921.000000 Penalty: 3709.725586
	Iteration 10Q: 3 clusters Score -5292921 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -5293645.500000 Penalty: 3709.725586
	Iteration 11Q: 3 clusters Score -5293646 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -5294162.000000 Penalty: 3709.725586
	Iteration 12Q: 3 clusters Score -5294162 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -5294615.000000 Penalty: 3709.725586
	Iteration 13Q: 3 clusters Score -5294615 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -5295018.000000 Penalty: 3709.725586
	Iteration 14Q: 3 clusters Score -5295018 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -5295548.500000 Penalty: 3709.725586
	Iteration 15Q: 3 clusters Score -5295548 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -5296137.000000 Penalty: 3709.725586
	Iteration 16Q: 3 clusters Score -5296137 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -5296878.000000 Penalty: 3709.725586
	Iteration 17Q: 3 clusters Score -5296878 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -5297872.000000 Penalty: 3709.725586
	Iteration 18Q: 3 clusters Score -5297872 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -5299098.500000 Penalty: 3709.725586
	Iteration 19Q: 3 clusters Score -5299098 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -5300744.000000 Penalty: 3709.725586
	Iteration 20F: 3 clusters Score -5300744 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -5302609.500000 Penalty: 3709.725586
	Iteration 21Q: 3 clusters Score -5302610 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -5304601.500000 Penalty: 3709.725586
	Iteration 22Q: 3 clusters Score -5304602 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -5306735.000000 Penalty: 3709.725586
	Iteration 23Q: 3 clusters Score -5306735 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -5308647.000000 Penalty: 3709.725586
	Iteration 24Q: 3 clusters Score -5308647 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -5310225.000000 Penalty: 3709.725586
	Iteration 25Q: 3 clusters Score -5310225 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -5311442.000000 Penalty: 3709.725586
	Iteration 26Q: 3 clusters Score -5311442 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -5312290.000000 Penalty: 3709.725586
	Iteration 27Q: 3 clusters Score -5312290 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -5312874.000000 Penalty: 3709.725586
	Iteration 28Q: 3 clusters Score -5312874 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -5313253.500000 Penalty: 3709.725586
	Iteration 29Q: 3 clusters Score -5313254 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -5313462.500000 Penalty: 3709.725586
	Iteration 30Q: 3 clusters Score -5313462 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -5313604.000000 Penalty: 3709.725586
	Iteration 31Q: 3 clusters Score -5313604 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -5313711.500000 Penalty: 3709.725586
	Iteration 32Q: 3 clusters Score -5313712 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 89584 members 
Entering Unmasked Estep 
Score: -5313790.000000 Penalty: 3709.725586
	Iteration 33Q: 3 clusters Score -5313790 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -5313828.500000 Penalty: 3709.725586
	Iteration 34Q: 3 clusters Score -5313828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -5313862.000000 Penalty: 3709.725586
	Iteration 35Q: 3 clusters Score -5313862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -5313890.000000 Penalty: 3709.725586
	Iteration 36Q: 3 clusters Score -5313890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -5313914.000000 Penalty: 3709.725586
	Iteration 37Q: 3 clusters Score -5313914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -5313926.500000 Penalty: 3709.725586
	Iteration 38Q: 3 clusters Score -5313926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -5313939.500000 Penalty: 3709.725586
	Iteration 39Q: 3 clusters Score -5313940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -5313952.500000 Penalty: 3709.725586
	Iteration 40F: 3 clusters Score -5313952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -5313956.000000 Penalty: 3709.725586
	Iteration 41Q: 3 clusters Score -5313956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -5313963.500000 Penalty: 3709.725586
	Iteration 42Q: 3 clusters Score -5313964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -5313959.500000 Penalty: 3709.725586
	Iteration 43Q: 3 clusters Score -5313960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -5313974.500000 Penalty: 3709.725586
	Iteration 44Q: 3 clusters Score -5313974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -5313974.000000 Penalty: 3709.725586
	Iteration 45Q: 3 clusters Score -5313974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -5313987.500000 Penalty: 3709.725586
	Iteration 46Q: 3 clusters Score -5313988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -5313988.500000 Penalty: 3709.725586
	Iteration 47Q: 3 clusters Score -5313988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -5313990.000000 Penalty: 3709.725586
	Iteration 48Q: 3 clusters Score -5313990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -5313996.000000 Penalty: 3709.725586
	Iteration 49Q: 3 clusters Score -5313996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -5313998.000000 Penalty: 3709.725586
	Iteration 50Q: 3 clusters Score -5313998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -5314000.500000 Penalty: 3709.725586
	Iteration 51Q: 3 clusters Score -5314000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -5314001.000000 Penalty: 3709.725586
	Iteration 52Q: 3 clusters Score -5314001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 89989 members 
Entering Unmasked Estep 
Score: -5314003.000000 Penalty: 3709.725586
	Iteration 53Q: 3 clusters Score -5314003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
Score: -5314004.500000 Penalty: 3709.725586
	Iteration 54Q: 3 clusters Score -5314004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -5314009.000000 Penalty: 3709.725586
	Iteration 55Q: 3 clusters Score -5314009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 89993 members 
Entering Unmasked Estep 
Score: -5314011.500000 Penalty: 3709.725586
	Iteration 56Q: 3 clusters Score -5314012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -5314014.000000 Penalty: 3709.725586
	Iteration 57Q: 3 clusters Score -5314014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -5314018.000000 Penalty: 3709.725586
	Iteration 58Q: 3 clusters Score -5314018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 90007 members 
Entering Unmasked Estep 
Score: -5314024.000000 Penalty: 3709.725586
	Iteration 59Q: 3 clusters Score -5314024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -5314026.500000 Penalty: 3709.725586
	Iteration 60F: 3 clusters Score -5314026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -5314032.500000 Penalty: 3709.725586
	Iteration 61Q: 3 clusters Score -5314032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -5314034.500000 Penalty: 3709.725586
	Iteration 62Q: 3 clusters Score -5314034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -5314034.000000 Penalty: 3709.725586
	Iteration 63Q: 3 clusters Score -5314034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -5314036.500000 Penalty: 3709.725586
	Iteration 64Q: 3 clusters Score -5314036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -5314036.500000 Penalty: 3709.725586
	Iteration 65F: 3 clusters Score -5314036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Entering Unmasked Estep 
Score: -850702.812500 Penalty: 1562.990356
	Iteration 0F: 2 clusters Score -850702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -840308.062500 Penalty: 3125.980713
	Iteration 0F: 3 clusters Score -840308.1 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -843874.187500 Penalty: 3125.980713
	Iteration 1F: 3 clusters Score -843874.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -844247.250000 Penalty: 3125.980713
	Iteration 2F: 3 clusters Score -844247.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -844619.312500 Penalty: 3125.980713
	Iteration 3F: 3 clusters Score -844619.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -845047.125000 Penalty: 3125.980713
	Iteration 4F: 3 clusters Score -845047.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -845499.312500 Penalty: 3125.980713
	Iteration 5F: 3 clusters Score -845499.3 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -846037.937500 Penalty: 3125.980713
	Iteration 6F: 3 clusters Score -846037.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -846635.187500 Penalty: 3125.980713
	Iteration 7F: 3 clusters Score -846635.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -847300.062500 Penalty: 3125.980713
	Iteration 8F: 3 clusters Score -847300.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -847857.250000 Penalty: 3125.980713
	Iteration 9Q: 3 clusters Score -847857.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -848280.625000 Penalty: 3125.980713
	Iteration 10Q: 3 clusters Score -848280.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -848643.062500 Penalty: 3125.980713
	Iteration 11Q: 3 clusters Score -848643.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -848852.750000 Penalty: 3125.980713
	Iteration 12Q: 3 clusters Score -848852.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -848979.062500 Penalty: 3125.980713
	Iteration 13Q: 3 clusters Score -848979.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -849081.875000 Penalty: 3125.980713
	Iteration 14Q: 3 clusters Score -849081.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -849156.875000 Penalty: 3125.980713
	Iteration 15Q: 3 clusters Score -849156.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -849223.062500 Penalty: 3125.980713
	Iteration 16Q: 3 clusters Score -849223.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -849275.000000 Penalty: 3125.980713
	Iteration 17Q: 3 clusters Score -849275 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -849315.812500 Penalty: 3125.980713
	Iteration 18Q: 3 clusters Score -849315.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -849335.437500 Penalty: 3125.980713
	Iteration 19Q: 3 clusters Score -849335.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -849349.125000 Penalty: 3125.980713
	Iteration 20F: 3 clusters Score -849349.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -849361.937500 Penalty: 3125.980713
	Iteration 21Q: 3 clusters Score -849361.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -849368.687500 Penalty: 3125.980713
	Iteration 22Q: 3 clusters Score -849368.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -849371.750000 Penalty: 3125.980713
	Iteration 23Q: 3 clusters Score -849371.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -849374.625000 Penalty: 3125.980713
	Iteration 24Q: 3 clusters Score -849374.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -849377.625000 Penalty: 3125.980713
	Iteration 25Q: 3 clusters Score -849377.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -849381.250000 Penalty: 3125.980713
	Iteration 26Q: 3 clusters Score -849381.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -849384.312500 Penalty: 3125.980713
	Iteration 27Q: 3 clusters Score -849384.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -849386.687500 Penalty: 3125.980713
	Iteration 28Q: 3 clusters Score -849386.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -849392.000000 Penalty: 3125.980713
	Iteration 29Q: 3 clusters Score -849392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -849393.812500 Penalty: 3125.980713
	Iteration 30Q: 3 clusters Score -849393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -849396.000000 Penalty: 3125.980713
	Iteration 31Q: 3 clusters Score -849396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -849397.875000 Penalty: 3125.980713
	Iteration 32Q: 3 clusters Score -849397.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -849400.000000 Penalty: 3125.980713
	Iteration 33Q: 3 clusters Score -849400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -849401.562500 Penalty: 3125.980713
	Iteration 34Q: 3 clusters Score -849401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -849403.375000 Penalty: 3125.980713
	Iteration 35Q: 3 clusters Score -849403.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -849407.437500 Penalty: 3125.980713
	Iteration 36Q: 3 clusters Score -849407.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -849410.500000 Penalty: 3125.980713
	Iteration 37Q: 3 clusters Score -849410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -849411.875000 Penalty: 3125.980713
	Iteration 38Q: 3 clusters Score -849411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -849415.375000 Penalty: 3125.980713
	Iteration 39Q: 3 clusters Score -849415.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -849420.000000 Penalty: 3125.980713
	Iteration 40F: 3 clusters Score -849420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -849424.562500 Penalty: 3125.980713
	Iteration 41Q: 3 clusters Score -849424.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -849425.187500 Penalty: 3125.980713
	Iteration 42Q: 3 clusters Score -849425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -849430.187500 Penalty: 3125.980713
	Iteration 43Q: 3 clusters Score -849430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -849428.187500 Penalty: 3125.980713
	Iteration 44Q: 3 clusters Score -849428.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -849429.312500 Penalty: 3125.980713
	Iteration 45Q: 3 clusters Score -849429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -849430.000000 Penalty: 3125.980713
	Iteration 46Q: 3 clusters Score -849430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -849430.562500 Penalty: 3125.980713
	Iteration 47Q: 3 clusters Score -849430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -849430.375000 Penalty: 3125.980713
	Iteration 48Q: 3 clusters Score -849430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -849431.437500 Penalty: 3125.980713
	Iteration 49Q: 3 clusters Score -849431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -849433.750000 Penalty: 3125.980713
	Iteration 50Q: 3 clusters Score -849433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -849435.375000 Penalty: 3125.980713
	Iteration 51Q: 3 clusters Score -849435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -849434.625000 Penalty: 3125.980713
	Iteration 52Q: 3 clusters Score -849434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -849434.625000 Penalty: 3125.980713
	Iteration 53F: 3 clusters Score -849434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -120427.742188 Penalty: 1252.835449
	Iteration 0F: 2 clusters Score -120427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -118189.578125 Penalty: 2505.670898
	Iteration 0F: 3 clusters Score -118189.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -118623.953125 Penalty: 2505.670898
	Iteration 1F: 3 clusters Score -118624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -118715.351562 Penalty: 2505.670898
	Iteration 2F: 3 clusters Score -118715.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -118777.539062 Penalty: 2505.670898
	Iteration 3Q: 3 clusters Score -118777.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -118856.562500 Penalty: 2505.670898
	Iteration 4Q: 3 clusters Score -118856.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -118949.148438 Penalty: 2505.670898
	Iteration 5Q: 3 clusters Score -118949.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -119068.679688 Penalty: 2505.670898
	Iteration 6Q: 3 clusters Score -119068.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -119268.531250 Penalty: 2505.670898
	Iteration 7F: 3 clusters Score -119268.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -119485.070312 Penalty: 2505.670898
	Iteration 8F: 3 clusters Score -119485.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -119663.210938 Penalty: 2505.670898
	Iteration 9F: 3 clusters Score -119663.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -119788.031250 Penalty: 2505.670898
	Iteration 10F: 3 clusters Score -119788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -119866.015625 Penalty: 2505.670898
	Iteration 11Q: 3 clusters Score -119866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -119931.554688 Penalty: 2505.670898
	Iteration 12Q: 3 clusters Score -119931.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -119974.210938 Penalty: 2505.670898
	Iteration 13Q: 3 clusters Score -119974.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -120004.101562 Penalty: 2505.670898
	Iteration 14Q: 3 clusters Score -120004.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -120023.210938 Penalty: 2505.670898
	Iteration 15Q: 3 clusters Score -120023.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -120039.039062 Penalty: 2505.670898
	Iteration 16Q: 3 clusters Score -120039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -120050.851562 Penalty: 2505.670898
	Iteration 17Q: 3 clusters Score -120050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -120057.796875 Penalty: 2505.670898
	Iteration 18Q: 3 clusters Score -120057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -120064.750000 Penalty: 2505.670898
	Iteration 19Q: 3 clusters Score -120064.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -120072.039062 Penalty: 2505.670898
	Iteration 20F: 3 clusters Score -120072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -120084.921875 Penalty: 2505.670898
	Iteration 21Q: 3 clusters Score -120084.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -120095.648438 Penalty: 2505.670898
	Iteration 22Q: 3 clusters Score -120095.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -120118.171875 Penalty: 2505.670898
	Iteration 23Q: 3 clusters Score -120118.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -120138.570312 Penalty: 2505.670898
	Iteration 24Q: 3 clusters Score -120138.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -120151.640625 Penalty: 2505.670898
	Iteration 25Q: 3 clusters Score -120151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -120161.039062 Penalty: 2505.670898
	Iteration 26Q: 3 clusters Score -120161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -120168.968750 Penalty: 2505.670898
	Iteration 27Q: 3 clusters Score -120169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -120177.679688 Penalty: 2505.670898
	Iteration 28Q: 3 clusters Score -120177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -120181.648438 Penalty: 2505.670898
	Iteration 29Q: 3 clusters Score -120181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -120191.453125 Penalty: 2505.670898
	Iteration 30Q: 3 clusters Score -120191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -120196.367188 Penalty: 2505.670898
	Iteration 31Q: 3 clusters Score -120196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -120199.250000 Penalty: 2505.670898
	Iteration 32Q: 3 clusters Score -120199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -120201.289062 Penalty: 2505.670898
	Iteration 33Q: 3 clusters Score -120201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -120201.289062 Penalty: 2505.670898
	Iteration 34F: 3 clusters Score -120201.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -205804.156250 Penalty: 1334.982422
	Iteration 0F: 2 clusters Score -205804.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -202656.109375 Penalty: 2669.964844
	Iteration 0F: 3 clusters Score -202656.1 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -203447.484375 Penalty: 2669.964844
	Iteration 1F: 3 clusters Score -203447.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -203574.578125 Penalty: 2669.964844
	Iteration 2F: 3 clusters Score -203574.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -203663.968750 Penalty: 2669.964844
	Iteration 3F: 3 clusters Score -203664 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -203732.718750 Penalty: 2669.964844
	Iteration 4Q: 3 clusters Score -203732.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -203805.328125 Penalty: 2669.964844
	Iteration 5Q: 3 clusters Score -203805.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -203876.921875 Penalty: 2669.964844
	Iteration 6Q: 3 clusters Score -203876.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -203964.562500 Penalty: 2669.964844
	Iteration 7Q: 3 clusters Score -203964.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -204055.062500 Penalty: 2669.964844
	Iteration 8Q: 3 clusters Score -204055.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -204155.687500 Penalty: 2669.964844
	Iteration 9Q: 3 clusters Score -204155.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -204250.156250 Penalty: 2669.964844
	Iteration 10Q: 3 clusters Score -204250.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -204321.328125 Penalty: 2669.964844
	Iteration 11Q: 3 clusters Score -204321.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -204403.578125 Penalty: 2669.964844
	Iteration 12Q: 3 clusters Score -204403.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -204486.562500 Penalty: 2669.964844
	Iteration 13Q: 3 clusters Score -204486.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -204543.109375 Penalty: 2669.964844
	Iteration 14Q: 3 clusters Score -204543.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -204575.031250 Penalty: 2669.964844
	Iteration 15Q: 3 clusters Score -204575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -204598.203125 Penalty: 2669.964844
	Iteration 16Q: 3 clusters Score -204598.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -204610.562500 Penalty: 2669.964844
	Iteration 17Q: 3 clusters Score -204610.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -204617.796875 Penalty: 2669.964844
	Iteration 18Q: 3 clusters Score -204617.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -204623.015625 Penalty: 2669.964844
	Iteration 19Q: 3 clusters Score -204623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -204629.046875 Penalty: 2669.964844
	Iteration 20F: 3 clusters Score -204629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -204634.750000 Penalty: 2669.964844
	Iteration 21Q: 3 clusters Score -204634.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -204642.031250 Penalty: 2669.964844
	Iteration 22Q: 3 clusters Score -204642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -204647.515625 Penalty: 2669.964844
	Iteration 23Q: 3 clusters Score -204647.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -204653.093750 Penalty: 2669.964844
	Iteration 24Q: 3 clusters Score -204653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -204657.390625 Penalty: 2669.964844
	Iteration 25Q: 3 clusters Score -204657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -204660.953125 Penalty: 2669.964844
	Iteration 26Q: 3 clusters Score -204661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -204664.625000 Penalty: 2669.964844
	Iteration 27Q: 3 clusters Score -204664.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -204668.093750 Penalty: 2669.964844
	Iteration 28Q: 3 clusters Score -204668.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -204672.968750 Penalty: 2669.964844
	Iteration 29Q: 3 clusters Score -204673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -204674.890625 Penalty: 2669.964844
	Iteration 30Q: 3 clusters Score -204674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -204675.406250 Penalty: 2669.964844
	Iteration 31Q: 3 clusters Score -204675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -204676.296875 Penalty: 2669.964844
	Iteration 32Q: 3 clusters Score -204676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -204677.765625 Penalty: 2669.964844
	Iteration 33Q: 3 clusters Score -204677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -204678.203125 Penalty: 2669.964844
	Iteration 34Q: 3 clusters Score -204678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -204678.484375 Penalty: 2669.964844
	Iteration 35Q: 3 clusters Score -204678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -204679.765625 Penalty: 2669.964844
	Iteration 36Q: 3 clusters Score -204679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -204681.546875 Penalty: 2669.964844
	Iteration 37Q: 3 clusters Score -204681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -204683.375000 Penalty: 2669.964844
	Iteration 38Q: 3 clusters Score -204683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -204688.125000 Penalty: 2669.964844
	Iteration 39Q: 3 clusters Score -204688.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -204689.984375 Penalty: 2669.964844
	Iteration 40F: 3 clusters Score -204690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -204692.625000 Penalty: 2669.964844
	Iteration 41Q: 3 clusters Score -204692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -204695.656250 Penalty: 2669.964844
	Iteration 42Q: 3 clusters Score -204695.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -204701.500000 Penalty: 2669.964844
	Iteration 43Q: 3 clusters Score -204701.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -204708.484375 Penalty: 2669.964844
	Iteration 44Q: 3 clusters Score -204708.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -204713.812500 Penalty: 2669.964844
	Iteration 45Q: 3 clusters Score -204713.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -204716.000000 Penalty: 2669.964844
	Iteration 46Q: 3 clusters Score -204716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -204717.937500 Penalty: 2669.964844
	Iteration 47Q: 3 clusters Score -204717.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -204719.343750 Penalty: 2669.964844
	Iteration 48Q: 3 clusters Score -204719.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -204721.468750 Penalty: 2669.964844
	Iteration 49Q: 3 clusters Score -204721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -204724.015625 Penalty: 2669.964844
	Iteration 50Q: 3 clusters Score -204724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -204723.734375 Penalty: 2669.964844
	Iteration 51Q: 3 clusters Score -204723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -204723.734375 Penalty: 2669.964844
	Iteration 52F: 3 clusters Score -204723.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Entering Unmasked Estep 
Score: -1459851.625000 Penalty: 1661.655273
	Iteration 0F: 2 clusters Score -1459852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1441376.875000 Penalty: 3323.310547
	Iteration 0F: 3 clusters Score -1441377 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1448359.500000 Penalty: 3323.310547
	Iteration 1F: 3 clusters Score -1448360 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1448983.125000 Penalty: 3323.310547
	Iteration 2F: 3 clusters Score -1448983 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1449742.625000 Penalty: 3323.310547
	Iteration 3F: 3 clusters Score -1449743 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1450739.125000 Penalty: 3323.310547
	Iteration 4F: 3 clusters Score -1450739 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1452054.375000 Penalty: 3323.310547
	Iteration 5F: 3 clusters Score -1452054 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1453681.250000 Penalty: 3323.310547
	Iteration 6F: 3 clusters Score -1453681 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1455268.875000 Penalty: 3323.310547
	Iteration 7F: 3 clusters Score -1455269 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1456437.250000 Penalty: 3323.310547
	Iteration 8Q: 3 clusters Score -1456437 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1457193.500000 Penalty: 3323.310547
	Iteration 9Q: 3 clusters Score -1457194 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1457686.625000 Penalty: 3323.310547
	Iteration 10Q: 3 clusters Score -1457687 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1457991.500000 Penalty: 3323.310547
	Iteration 11Q: 3 clusters Score -1457992 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1458188.250000 Penalty: 3323.310547
	Iteration 12Q: 3 clusters Score -1458188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1458303.750000 Penalty: 3323.310547
	Iteration 13Q: 3 clusters Score -1458304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1458368.000000 Penalty: 3323.310547
	Iteration 14Q: 3 clusters Score -1458368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1458416.250000 Penalty: 3323.310547
	Iteration 15Q: 3 clusters Score -1458416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1458453.375000 Penalty: 3323.310547
	Iteration 16Q: 3 clusters Score -1458453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1458473.875000 Penalty: 3323.310547
	Iteration 17Q: 3 clusters Score -1458474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1458487.500000 Penalty: 3323.310547
	Iteration 18Q: 3 clusters Score -1458488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1458497.750000 Penalty: 3323.310547
	Iteration 19Q: 3 clusters Score -1458498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1458515.625000 Penalty: 3323.310547
	Iteration 20F: 3 clusters Score -1458516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1458525.750000 Penalty: 3323.310547
	Iteration 21Q: 3 clusters Score -1458526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1458527.750000 Penalty: 3323.310547
	Iteration 22Q: 3 clusters Score -1458528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1458530.375000 Penalty: 3323.310547
	Iteration 23Q: 3 clusters Score -1458530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1458539.375000 Penalty: 3323.310547
	Iteration 24Q: 3 clusters Score -1458539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1458542.250000 Penalty: 3323.310547
	Iteration 25Q: 3 clusters Score -1458542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1458545.125000 Penalty: 3323.310547
	Iteration 26Q: 3 clusters Score -1458545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1458545.875000 Penalty: 3323.310547
	Iteration 27Q: 3 clusters Score -1458546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1458546.750000 Penalty: 3323.310547
	Iteration 28Q: 3 clusters Score -1458547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1458551.000000 Penalty: 3323.310547
	Iteration 29Q: 3 clusters Score -1458551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1458552.750000 Penalty: 3323.310547
	Iteration 30Q: 3 clusters Score -1458553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1458551.750000 Penalty: 3323.310547
	Iteration 31Q: 3 clusters Score -1458552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1458552.875000 Penalty: 3323.310547
	Iteration 32Q: 3 clusters Score -1458553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1458552.875000 Penalty: 3323.310547
	Iteration 33F: 3 clusters Score -1458553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -95592.992188 Penalty: 1209.405029
	Iteration 0F: 2 clusters Score -95592.99 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 844 members 
Entering Unmasked Estep 
Score: -93709.726562 Penalty: 2418.810059
	Iteration 0F: 3 clusters Score -93709.73 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -94108.171875 Penalty: 2418.810059
	Iteration 1F: 3 clusters Score -94108.17 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -94202.429688 Penalty: 2418.810059
	Iteration 2F: 3 clusters Score -94202.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -94241.390625 Penalty: 2418.810059
	Iteration 3Q: 3 clusters Score -94241.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -94270.757812 Penalty: 2418.810059
	Iteration 4Q: 3 clusters Score -94270.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -94295.664062 Penalty: 2418.810059
	Iteration 5Q: 3 clusters Score -94295.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -94316.359375 Penalty: 2418.810059
	Iteration 6Q: 3 clusters Score -94316.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -94345.164062 Penalty: 2418.810059
	Iteration 7Q: 3 clusters Score -94345.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -94366.039062 Penalty: 2418.810059
	Iteration 8Q: 3 clusters Score -94366.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -94386.304688 Penalty: 2418.810059
	Iteration 9Q: 3 clusters Score -94386.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -94422.117188 Penalty: 2418.810059
	Iteration 10Q: 3 clusters Score -94422.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -94459.851562 Penalty: 2418.810059
	Iteration 11Q: 3 clusters Score -94459.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -94483.773438 Penalty: 2418.810059
	Iteration 12Q: 3 clusters Score -94483.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -94510.312500 Penalty: 2418.810059
	Iteration 13Q: 3 clusters Score -94510.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -94547.875000 Penalty: 2418.810059
	Iteration 14Q: 3 clusters Score -94547.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -94589.382812 Penalty: 2418.810059
	Iteration 15Q: 3 clusters Score -94589.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -94644.273438 Penalty: 2418.810059
	Iteration 16Q: 3 clusters Score -94644.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -94708.437500 Penalty: 2418.810059
	Iteration 17Q: 3 clusters Score -94708.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -94780.843750 Penalty: 2418.810059
	Iteration 18Q: 3 clusters Score -94780.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -94858.710938 Penalty: 2418.810059
	Iteration 19Q: 3 clusters Score -94858.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -94913.226562 Penalty: 2418.810059
	Iteration 20F: 3 clusters Score -94913.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -94958.367188 Penalty: 2418.810059
	Iteration 21Q: 3 clusters Score -94958.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -94985.437500 Penalty: 2418.810059
	Iteration 22Q: 3 clusters Score -94985.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -95015.523438 Penalty: 2418.810059
	Iteration 23Q: 3 clusters Score -95015.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -95045.992188 Penalty: 2418.810059
	Iteration 24Q: 3 clusters Score -95045.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -95067.632812 Penalty: 2418.810059
	Iteration 25Q: 3 clusters Score -95067.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -95081.710938 Penalty: 2418.810059
	Iteration 26Q: 3 clusters Score -95081.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -95089.148438 Penalty: 2418.810059
	Iteration 27Q: 3 clusters Score -95089.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -95093.242188 Penalty: 2418.810059
	Iteration 28Q: 3 clusters Score -95093.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -95095.054688 Penalty: 2418.810059
	Iteration 29Q: 3 clusters Score -95095.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -95097.867188 Penalty: 2418.810059
	Iteration 30Q: 3 clusters Score -95097.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -95101.742188 Penalty: 2418.810059
	Iteration 31Q: 3 clusters Score -95101.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -95103.070312 Penalty: 2418.810059
	Iteration 32Q: 3 clusters Score -95103.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -95104.046875 Penalty: 2418.810059
	Iteration 33Q: 3 clusters Score -95104.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -95104.046875 Penalty: 2418.810059
	Iteration 34F: 3 clusters Score -95104.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Entering Unmasked Estep 
Score: -767280.062500 Penalty: 1542.703979
	Iteration 0F: 2 clusters Score -767280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -758043.312500 Penalty: 3085.407959
	Iteration 0F: 3 clusters Score -758043.3 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -761262.500000 Penalty: 3085.407959
	Iteration 1F: 3 clusters Score -761262.5 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -761631.562500 Penalty: 3085.407959
	Iteration 2F: 3 clusters Score -761631.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -762049.125000 Penalty: 3085.407959
	Iteration 3F: 3 clusters Score -762049.1 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -762512.250000 Penalty: 3085.407959
	Iteration 4F: 3 clusters Score -762512.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -763013.125000 Penalty: 3085.407959
	Iteration 5F: 3 clusters Score -763013.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -763539.625000 Penalty: 3085.407959
	Iteration 6F: 3 clusters Score -763539.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -764005.937500 Penalty: 3085.407959
	Iteration 7F: 3 clusters Score -764005.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -764422.375000 Penalty: 3085.407959
	Iteration 8Q: 3 clusters Score -764422.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -764765.250000 Penalty: 3085.407959
	Iteration 9Q: 3 clusters Score -764765.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -765023.562500 Penalty: 3085.407959
	Iteration 10Q: 3 clusters Score -765023.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -765216.687500 Penalty: 3085.407959
	Iteration 11Q: 3 clusters Score -765216.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -765360.875000 Penalty: 3085.407959
	Iteration 12Q: 3 clusters Score -765360.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -765489.562500 Penalty: 3085.407959
	Iteration 13Q: 3 clusters Score -765489.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -765587.562500 Penalty: 3085.407959
	Iteration 14Q: 3 clusters Score -765587.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -765658.750000 Penalty: 3085.407959
	Iteration 15Q: 3 clusters Score -765658.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -765709.312500 Penalty: 3085.407959
	Iteration 16Q: 3 clusters Score -765709.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -765750.562500 Penalty: 3085.407959
	Iteration 17Q: 3 clusters Score -765750.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -765797.937500 Penalty: 3085.407959
	Iteration 18Q: 3 clusters Score -765797.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -765846.687500 Penalty: 3085.407959
	Iteration 19Q: 3 clusters Score -765846.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -765888.875000 Penalty: 3085.407959
	Iteration 20F: 3 clusters Score -765888.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -765921.875000 Penalty: 3085.407959
	Iteration 21Q: 3 clusters Score -765921.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -765947.437500 Penalty: 3085.407959
	Iteration 22Q: 3 clusters Score -765947.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -765971.750000 Penalty: 3085.407959
	Iteration 23Q: 3 clusters Score -765971.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -765983.875000 Penalty: 3085.407959
	Iteration 24Q: 3 clusters Score -765983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -765985.625000 Penalty: 3085.407959
	Iteration 25Q: 3 clusters Score -765985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -765989.000000 Penalty: 3085.407959
	Iteration 26Q: 3 clusters Score -765989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -765996.125000 Penalty: 3085.407959
	Iteration 27Q: 3 clusters Score -765996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -766000.125000 Penalty: 3085.407959
	Iteration 28Q: 3 clusters Score -766000.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -766004.000000 Penalty: 3085.407959
	Iteration 29Q: 3 clusters Score -766004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -766007.312500 Penalty: 3085.407959
	Iteration 30Q: 3 clusters Score -766007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -766011.812500 Penalty: 3085.407959
	Iteration 31Q: 3 clusters Score -766011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -766011.312500 Penalty: 3085.407959
	Iteration 32Q: 3 clusters Score -766011.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -766011.312500 Penalty: 3085.407959
	Iteration 33F: 3 clusters Score -766011.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -117303.359375 Penalty: 1251.077148
	Iteration 0F: 2 clusters Score -117303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -115084.375000 Penalty: 2502.154297
	Iteration 0F: 3 clusters Score -115084.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -115614.054688 Penalty: 2502.154297
	Iteration 1F: 3 clusters Score -115614.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -115809.187500 Penalty: 2502.154297
	Iteration 2F: 3 clusters Score -115809.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -116007.890625 Penalty: 2502.154297
	Iteration 3F: 3 clusters Score -116007.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -116302.609375 Penalty: 2502.154297
	Iteration 4F: 3 clusters Score -116302.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -116569.164062 Penalty: 2502.154297
	Iteration 5F: 3 clusters Score -116569.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -116756.351562 Penalty: 2502.154297
	Iteration 6F: 3 clusters Score -116756.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -116872.523438 Penalty: 2502.154297
	Iteration 7F: 3 clusters Score -116872.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -116942.171875 Penalty: 2502.154297
	Iteration 8Q: 3 clusters Score -116942.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -116985.835938 Penalty: 2502.154297
	Iteration 9Q: 3 clusters Score -116985.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -117013.296875 Penalty: 2502.154297
	Iteration 10Q: 3 clusters Score -117013.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -117029.812500 Penalty: 2502.154297
	Iteration 11Q: 3 clusters Score -117029.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -117035.789062 Penalty: 2502.154297
	Iteration 12Q: 3 clusters Score -117035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -117039.234375 Penalty: 2502.154297
	Iteration 13Q: 3 clusters Score -117039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -117040.531250 Penalty: 2502.154297
	Iteration 14Q: 3 clusters Score -117040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -117041.281250 Penalty: 2502.154297
	Iteration 15Q: 3 clusters Score -117041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -117042.382812 Penalty: 2502.154297
	Iteration 16Q: 3 clusters Score -117042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -117044.078125 Penalty: 2502.154297
	Iteration 17Q: 3 clusters Score -117044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -117044.914062 Penalty: 2502.154297
	Iteration 18Q: 3 clusters Score -117044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -117044.914062 Penalty: 2502.154297
	Iteration 19F: 3 clusters Score -117044.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -117689.664062 Penalty: 1261.145142
	Iteration 0F: 2 clusters Score -117689.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -115387.570312 Penalty: 2522.290283
	Iteration 0F: 3 clusters Score -115387.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -115950.375000 Penalty: 2522.290283
	Iteration 1F: 3 clusters Score -115950.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -116139.023438 Penalty: 2522.290283
	Iteration 2F: 3 clusters Score -116139 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -116346.914062 Penalty: 2522.290283
	Iteration 3F: 3 clusters Score -116346.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -116545.195312 Penalty: 2522.290283
	Iteration 4F: 3 clusters Score -116545.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -116692.812500 Penalty: 2522.290283
	Iteration 5F: 3 clusters Score -116692.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -116804.242188 Penalty: 2522.290283
	Iteration 6Q: 3 clusters Score -116804.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -116905.867188 Penalty: 2522.290283
	Iteration 7Q: 3 clusters Score -116905.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -116983.125000 Penalty: 2522.290283
	Iteration 8Q: 3 clusters Score -116983.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -117036.062500 Penalty: 2522.290283
	Iteration 9Q: 3 clusters Score -117036.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -117114.804688 Penalty: 2522.290283
	Iteration 10Q: 3 clusters Score -117114.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -117201.828125 Penalty: 2522.290283
	Iteration 11Q: 3 clusters Score -117201.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -117276.218750 Penalty: 2522.290283
	Iteration 12Q: 3 clusters Score -117276.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -117324.203125 Penalty: 2522.290283
	Iteration 13Q: 3 clusters Score -117324.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -117362.500000 Penalty: 2522.290283
	Iteration 14Q: 3 clusters Score -117362.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -117385.195312 Penalty: 2522.290283
	Iteration 15Q: 3 clusters Score -117385.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -117404.023438 Penalty: 2522.290283
	Iteration 16Q: 3 clusters Score -117404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -117414.312500 Penalty: 2522.290283
	Iteration 17Q: 3 clusters Score -117414.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -117426.406250 Penalty: 2522.290283
	Iteration 18Q: 3 clusters Score -117426.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -117438.468750 Penalty: 2522.290283
	Iteration 19Q: 3 clusters Score -117438.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -117449.679688 Penalty: 2522.290283
	Iteration 20F: 3 clusters Score -117449.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -117459.250000 Penalty: 2522.290283
	Iteration 21Q: 3 clusters Score -117459.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -117464.601562 Penalty: 2522.290283
	Iteration 22Q: 3 clusters Score -117464.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -117469.265625 Penalty: 2522.290283
	Iteration 23Q: 3 clusters Score -117469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -117476.265625 Penalty: 2522.290283
	Iteration 24Q: 3 clusters Score -117476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -117479.492188 Penalty: 2522.290283
	Iteration 25Q: 3 clusters Score -117479.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -117483.046875 Penalty: 2522.290283
	Iteration 26Q: 3 clusters Score -117483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -117486.914062 Penalty: 2522.290283
	Iteration 27Q: 3 clusters Score -117486.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -117490.781250 Penalty: 2522.290283
	Iteration 28Q: 3 clusters Score -117490.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -117494.820312 Penalty: 2522.290283
	Iteration 29Q: 3 clusters Score -117494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -117496.406250 Penalty: 2522.290283
	Iteration 30Q: 3 clusters Score -117496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -117498.179688 Penalty: 2522.290283
	Iteration 31Q: 3 clusters Score -117498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -117500.015625 Penalty: 2522.290283
	Iteration 32Q: 3 clusters Score -117500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -117500.437500 Penalty: 2522.290283
	Iteration 33Q: 3 clusters Score -117500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -117500.437500 Penalty: 2522.290283
	Iteration 34F: 3 clusters Score -117500.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Entering Unmasked Estep 
Score: -639929.500000 Penalty: 1519.391602
	Iteration 0F: 2 clusters Score -639929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -631852.187500 Penalty: 3038.783203
	Iteration 0F: 3 clusters Score -631852.2 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -634855.437500 Penalty: 3038.783203
	Iteration 1F: 3 clusters Score -634855.4 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -635538.125000 Penalty: 3038.783203
	Iteration 2F: 3 clusters Score -635538.1 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -636474.375000 Penalty: 3038.783203
	Iteration 3F: 3 clusters Score -636474.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -637546.875000 Penalty: 3038.783203
	Iteration 4F: 3 clusters Score -637546.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -638352.875000 Penalty: 3038.783203
	Iteration 5F: 3 clusters Score -638352.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -638843.125000 Penalty: 3038.783203
	Iteration 6Q: 3 clusters Score -638843.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -639096.562500 Penalty: 3038.783203
	Iteration 7Q: 3 clusters Score -639096.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -639194.875000 Penalty: 3038.783203
	Iteration 8Q: 3 clusters Score -639194.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -639243.125000 Penalty: 3038.783203
	Iteration 9Q: 3 clusters Score -639243.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -639274.625000 Penalty: 3038.783203
	Iteration 10Q: 3 clusters Score -639274.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -639288.312500 Penalty: 3038.783203
	Iteration 11Q: 3 clusters Score -639288.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -639304.312500 Penalty: 3038.783203
	Iteration 12Q: 3 clusters Score -639304.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -639318.812500 Penalty: 3038.783203
	Iteration 13Q: 3 clusters Score -639318.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -639328.000000 Penalty: 3038.783203
	Iteration 14Q: 3 clusters Score -639328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -639338.125000 Penalty: 3038.783203
	Iteration 15Q: 3 clusters Score -639338.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -639346.062500 Penalty: 3038.783203
	Iteration 16Q: 3 clusters Score -639346.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -639350.625000 Penalty: 3038.783203
	Iteration 17Q: 3 clusters Score -639350.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -639352.062500 Penalty: 3038.783203
	Iteration 18Q: 3 clusters Score -639352.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -639353.562500 Penalty: 3038.783203
	Iteration 19Q: 3 clusters Score -639353.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -639354.812500 Penalty: 3038.783203
	Iteration 20F: 3 clusters Score -639354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -639356.000000 Penalty: 3038.783203
	Iteration 21Q: 3 clusters Score -639356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -639356.125000 Penalty: 3038.783203
	Iteration 22Q: 3 clusters Score -639356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -639356.125000 Penalty: 3038.783203
	Iteration 23F: 3 clusters Score -639356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Entering Unmasked Estep 
Score: -216685.281250 Penalty: 1370.069824
	Iteration 0F: 2 clusters Score -216685.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -213016.921875 Penalty: 2740.139648
	Iteration 0F: 3 clusters Score -213016.9 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -214077.234375 Penalty: 2740.139648
	Iteration 1F: 3 clusters Score -214077.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -214316.750000 Penalty: 2740.139648
	Iteration 2F: 3 clusters Score -214316.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -214472.500000 Penalty: 2740.139648
	Iteration 3F: 3 clusters Score -214472.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -214577.125000 Penalty: 2740.139648
	Iteration 4Q: 3 clusters Score -214577.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -214657.750000 Penalty: 2740.139648
	Iteration 5Q: 3 clusters Score -214657.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -214742.859375 Penalty: 2740.139648
	Iteration 6Q: 3 clusters Score -214742.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -214842.796875 Penalty: 2740.139648
	Iteration 7Q: 3 clusters Score -214842.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -214946.390625 Penalty: 2740.139648
	Iteration 8Q: 3 clusters Score -214946.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -215057.921875 Penalty: 2740.139648
	Iteration 9Q: 3 clusters Score -215057.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -215145.609375 Penalty: 2740.139648
	Iteration 10Q: 3 clusters Score -215145.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -215220.656250 Penalty: 2740.139648
	Iteration 11Q: 3 clusters Score -215220.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -215280.734375 Penalty: 2740.139648
	Iteration 12Q: 3 clusters Score -215280.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -215329.515625 Penalty: 2740.139648
	Iteration 13Q: 3 clusters Score -215329.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -215363.578125 Penalty: 2740.139648
	Iteration 14Q: 3 clusters Score -215363.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -215405.968750 Penalty: 2740.139648
	Iteration 15Q: 3 clusters Score -215406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -215454.546875 Penalty: 2740.139648
	Iteration 16Q: 3 clusters Score -215454.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -215513.375000 Penalty: 2740.139648
	Iteration 17Q: 3 clusters Score -215513.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -215558.750000 Penalty: 2740.139648
	Iteration 18Q: 3 clusters Score -215558.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -215594.968750 Penalty: 2740.139648
	Iteration 19Q: 3 clusters Score -215595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -215625.125000 Penalty: 2740.139648
	Iteration 20F: 3 clusters Score -215625.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -215653.546875 Penalty: 2740.139648
	Iteration 21Q: 3 clusters Score -215653.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -215676.281250 Penalty: 2740.139648
	Iteration 22Q: 3 clusters Score -215676.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -215701.093750 Penalty: 2740.139648
	Iteration 23Q: 3 clusters Score -215701.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -215720.468750 Penalty: 2740.139648
	Iteration 24Q: 3 clusters Score -215720.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -215734.609375 Penalty: 2740.139648
	Iteration 25Q: 3 clusters Score -215734.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -215748.312500 Penalty: 2740.139648
	Iteration 26Q: 3 clusters Score -215748.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -215759.218750 Penalty: 2740.139648
	Iteration 27Q: 3 clusters Score -215759.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -215765.234375 Penalty: 2740.139648
	Iteration 28Q: 3 clusters Score -215765.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -215770.328125 Penalty: 2740.139648
	Iteration 29Q: 3 clusters Score -215770.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -215775.234375 Penalty: 2740.139648
	Iteration 30Q: 3 clusters Score -215775.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -215781.562500 Penalty: 2740.139648
	Iteration 31Q: 3 clusters Score -215781.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -215786.890625 Penalty: 2740.139648
	Iteration 32Q: 3 clusters Score -215786.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -215791.421875 Penalty: 2740.139648
	Iteration 33Q: 3 clusters Score -215791.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -215798.859375 Penalty: 2740.139648
	Iteration 34Q: 3 clusters Score -215798.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -215802.859375 Penalty: 2740.139648
	Iteration 35Q: 3 clusters Score -215802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -215806.484375 Penalty: 2740.139648
	Iteration 36Q: 3 clusters Score -215806.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -215813.000000 Penalty: 2740.139648
	Iteration 37Q: 3 clusters Score -215813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -215819.171875 Penalty: 2740.139648
	Iteration 38Q: 3 clusters Score -215819.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -215830.015625 Penalty: 2740.139648
	Iteration 39Q: 3 clusters Score -215830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -215839.984375 Penalty: 2740.139648
	Iteration 40F: 3 clusters Score -215840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -215852.578125 Penalty: 2740.139648
	Iteration 41Q: 3 clusters Score -215852.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -215866.968750 Penalty: 2740.139648
	Iteration 42Q: 3 clusters Score -215867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -215889.812500 Penalty: 2740.139648
	Iteration 43Q: 3 clusters Score -215889.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -215914.484375 Penalty: 2740.139648
	Iteration 44Q: 3 clusters Score -215914.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -215927.140625 Penalty: 2740.139648
	Iteration 45Q: 3 clusters Score -215927.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -215940.546875 Penalty: 2740.139648
	Iteration 46Q: 3 clusters Score -215940.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -215952.250000 Penalty: 2740.139648
	Iteration 47Q: 3 clusters Score -215952.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -215965.609375 Penalty: 2740.139648
	Iteration 48Q: 3 clusters Score -215965.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -215983.859375 Penalty: 2740.139648
	Iteration 49Q: 3 clusters Score -215983.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -215997.984375 Penalty: 2740.139648
	Iteration 50Q: 3 clusters Score -215998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -216007.687500 Penalty: 2740.139648
	Iteration 51Q: 3 clusters Score -216007.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -216015.328125 Penalty: 2740.139648
	Iteration 52Q: 3 clusters Score -216015.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -216020.296875 Penalty: 2740.139648
	Iteration 53Q: 3 clusters Score -216020.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -216023.750000 Penalty: 2740.139648
	Iteration 54Q: 3 clusters Score -216023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -216025.812500 Penalty: 2740.139648
	Iteration 55Q: 3 clusters Score -216025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -216026.000000 Penalty: 2740.139648
	Iteration 56Q: 3 clusters Score -216026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -216025.671875 Penalty: 2740.139648
	Iteration 57Q: 3 clusters Score -216025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -216025.671875 Penalty: 2740.139648
	Iteration 58F: 3 clusters Score -216025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -105548.492188 Penalty: 1233.020264
	Iteration 0F: 2 clusters Score -105548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -103528.539062 Penalty: 2466.040527
	Iteration 0F: 3 clusters Score -103528.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -104062.679688 Penalty: 2466.040527
	Iteration 1F: 3 clusters Score -104062.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -104220.820312 Penalty: 2466.040527
	Iteration 2F: 3 clusters Score -104220.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -104335.320312 Penalty: 2466.040527
	Iteration 3F: 3 clusters Score -104335.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -104418.148438 Penalty: 2466.040527
	Iteration 4Q: 3 clusters Score -104418.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -104474.007812 Penalty: 2466.040527
	Iteration 5Q: 3 clusters Score -104474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -104509.140625 Penalty: 2466.040527
	Iteration 6Q: 3 clusters Score -104509.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -104531.062500 Penalty: 2466.040527
	Iteration 7Q: 3 clusters Score -104531.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -104549.531250 Penalty: 2466.040527
	Iteration 8Q: 3 clusters Score -104549.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -104561.593750 Penalty: 2466.040527
	Iteration 9Q: 3 clusters Score -104561.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -104571.054688 Penalty: 2466.040527
	Iteration 10Q: 3 clusters Score -104571.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -104579.914062 Penalty: 2466.040527
	Iteration 11Q: 3 clusters Score -104579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -104583.898438 Penalty: 2466.040527
	Iteration 12Q: 3 clusters Score -104583.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -104590.468750 Penalty: 2466.040527
	Iteration 13Q: 3 clusters Score -104590.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -104595.953125 Penalty: 2466.040527
	Iteration 14Q: 3 clusters Score -104596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -104597.867188 Penalty: 2466.040527
	Iteration 15Q: 3 clusters Score -104597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -104598.843750 Penalty: 2466.040527
	Iteration 16Q: 3 clusters Score -104598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -104599.554688 Penalty: 2466.040527
	Iteration 17Q: 3 clusters Score -104599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -104599.960938 Penalty: 2466.040527
	Iteration 18Q: 3 clusters Score -104600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -104599.960938 Penalty: 2466.040527
	Iteration 19F: 3 clusters Score -104600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -253399.031250 Penalty: 1378.624512
	Iteration 0F: 2 clusters Score -253399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -249492.031250 Penalty: 2757.249023
	Iteration 0F: 3 clusters Score -249492 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -250871.703125 Penalty: 2757.249023
	Iteration 1F: 3 clusters Score -250871.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -251299.843750 Penalty: 2757.249023
	Iteration 2F: 3 clusters Score -251299.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -251660.671875 Penalty: 2757.249023
	Iteration 3F: 3 clusters Score -251660.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -252021.453125 Penalty: 2757.249023
	Iteration 4F: 3 clusters Score -252021.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -252385.296875 Penalty: 2757.249023
	Iteration 5F: 3 clusters Score -252385.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -252706.562500 Penalty: 2757.249023
	Iteration 6F: 3 clusters Score -252706.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -252968.375000 Penalty: 2757.249023
	Iteration 7Q: 3 clusters Score -252968.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -253182.562500 Penalty: 2757.249023
	Iteration 8Q: 3 clusters Score -253182.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -253344.171875 Penalty: 2757.249023
	Iteration 9Q: 3 clusters Score -253344.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -253427.812500 Penalty: 2757.249023
	Iteration 10Q: 3 clusters Score -253427.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -253472.828125 Penalty: 2757.249023
	Iteration 11Q: 3 clusters Score -253472.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -253502.765625 Penalty: 2757.249023
	Iteration 12Q: 3 clusters Score -253502.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -253520.562500 Penalty: 2757.249023
	Iteration 13Q: 3 clusters Score -253520.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -253528.406250 Penalty: 2757.249023
	Iteration 14Q: 3 clusters Score -253528.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -253533.906250 Penalty: 2757.249023
	Iteration 15Q: 3 clusters Score -253533.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -253537.218750 Penalty: 2757.249023
	Iteration 16Q: 3 clusters Score -253537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -253539.156250 Penalty: 2757.249023
	Iteration 17Q: 3 clusters Score -253539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -253541.109375 Penalty: 2757.249023
	Iteration 18Q: 3 clusters Score -253541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -253542.406250 Penalty: 2757.249023
	Iteration 19Q: 3 clusters Score -253542.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -253543.687500 Penalty: 2757.249023
	Iteration 20F: 3 clusters Score -253543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -253545.078125 Penalty: 2757.249023
	Iteration 21Q: 3 clusters Score -253545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -253548.921875 Penalty: 2757.249023
	Iteration 22Q: 3 clusters Score -253548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -253550.093750 Penalty: 2757.249023
	Iteration 23Q: 3 clusters Score -253550.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -253551.281250 Penalty: 2757.249023
	Iteration 24Q: 3 clusters Score -253551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -253552.234375 Penalty: 2757.249023
	Iteration 25Q: 3 clusters Score -253552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -253552.234375 Penalty: 2757.249023
	Iteration 26F: 3 clusters Score -253552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 12166 members 
Mstep: Class 3 contains 12162 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39464 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 140843 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90630 members 
Mstep: Class 15 contains 15039 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27600 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13274 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 1164 members 
Mstep: Class 27 contains 14003 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101377 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Mstep: Class 34 contains 3672 members 
Entering Unmasked Estep 
Score: -34141016.000000 Penalty: 73720.953125
Splitting cluster 26 changes total score from -34141568.000000 to -34141016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (14003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Entering Unmasked Estep 
Score: -756812.125000 Penalty: 1551.391846
	Iteration 0F: 2 clusters Score -756812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -747055.500000 Penalty: 3102.783691
	Iteration 0F: 3 clusters Score -747055.5 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -750556.000000 Penalty: 3102.783691
	Iteration 1F: 3 clusters Score -750556 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -750875.250000 Penalty: 3102.783691
	Iteration 2F: 3 clusters Score -750875.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -751135.437500 Penalty: 3102.783691
	Iteration 3Q: 3 clusters Score -751135.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -751396.875000 Penalty: 3102.783691
	Iteration 4Q: 3 clusters Score -751396.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -751712.187500 Penalty: 3102.783691
	Iteration 5Q: 3 clusters Score -751712.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -752114.437500 Penalty: 3102.783691
	Iteration 6Q: 3 clusters Score -752114.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -752574.250000 Penalty: 3102.783691
	Iteration 7Q: 3 clusters Score -752574.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -753046.937500 Penalty: 3102.783691
	Iteration 8Q: 3 clusters Score -753046.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -753486.812500 Penalty: 3102.783691
	Iteration 9Q: 3 clusters Score -753486.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -753864.812500 Penalty: 3102.783691
	Iteration 10Q: 3 clusters Score -753864.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -754156.312500 Penalty: 3102.783691
	Iteration 11Q: 3 clusters Score -754156.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -754365.687500 Penalty: 3102.783691
	Iteration 12Q: 3 clusters Score -754365.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -754531.000000 Penalty: 3102.783691
	Iteration 13Q: 3 clusters Score -754531 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -754643.937500 Penalty: 3102.783691
	Iteration 14Q: 3 clusters Score -754643.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -754733.062500 Penalty: 3102.783691
	Iteration 15Q: 3 clusters Score -754733.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -754833.312500 Penalty: 3102.783691
	Iteration 16Q: 3 clusters Score -754833.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -754920.937500 Penalty: 3102.783691
	Iteration 17Q: 3 clusters Score -754920.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -754993.562500 Penalty: 3102.783691
	Iteration 18Q: 3 clusters Score -754993.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -755078.312500 Penalty: 3102.783691
	Iteration 19Q: 3 clusters Score -755078.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -755164.750000 Penalty: 3102.783691
	Iteration 20F: 3 clusters Score -755164.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -755251.187500 Penalty: 3102.783691
	Iteration 21Q: 3 clusters Score -755251.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -755315.562500 Penalty: 3102.783691
	Iteration 22Q: 3 clusters Score -755315.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -755376.375000 Penalty: 3102.783691
	Iteration 23Q: 3 clusters Score -755376.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -755415.750000 Penalty: 3102.783691
	Iteration 24Q: 3 clusters Score -755415.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -755451.062500 Penalty: 3102.783691
	Iteration 25Q: 3 clusters Score -755451.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -755478.687500 Penalty: 3102.783691
	Iteration 26Q: 3 clusters Score -755478.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -755495.687500 Penalty: 3102.783691
	Iteration 27Q: 3 clusters Score -755495.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -755509.687500 Penalty: 3102.783691
	Iteration 28Q: 3 clusters Score -755509.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -755517.437500 Penalty: 3102.783691
	Iteration 29Q: 3 clusters Score -755517.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -755524.187500 Penalty: 3102.783691
	Iteration 30Q: 3 clusters Score -755524.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -755539.500000 Penalty: 3102.783691
	Iteration 31Q: 3 clusters Score -755539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -755546.000000 Penalty: 3102.783691
	Iteration 32Q: 3 clusters Score -755546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -755551.875000 Penalty: 3102.783691
	Iteration 33Q: 3 clusters Score -755551.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -755557.500000 Penalty: 3102.783691
	Iteration 34Q: 3 clusters Score -755557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -755562.875000 Penalty: 3102.783691
	Iteration 35Q: 3 clusters Score -755562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -755563.875000 Penalty: 3102.783691
	Iteration 36Q: 3 clusters Score -755563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -755566.687500 Penalty: 3102.783691
	Iteration 37Q: 3 clusters Score -755566.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -755568.875000 Penalty: 3102.783691
	Iteration 38Q: 3 clusters Score -755568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -755570.312500 Penalty: 3102.783691
	Iteration 39Q: 3 clusters Score -755570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -755570.750000 Penalty: 3102.783691
	Iteration 40F: 3 clusters Score -755570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -161222.343750 Penalty: 1304.093262
	Iteration 0F: 2 clusters Score -161222.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -158469.687500 Penalty: 2608.186523
	Iteration 0F: 3 clusters Score -158469.7 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -159202.796875 Penalty: 2608.186523
	Iteration 1F: 3 clusters Score -159202.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -159363.265625 Penalty: 2608.186523
	Iteration 2F: 3 clusters Score -159363.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -159473.578125 Penalty: 2608.186523
	Iteration 3F: 3 clusters Score -159473.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -159551.796875 Penalty: 2608.186523
	Iteration 4Q: 3 clusters Score -159551.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -159613.046875 Penalty: 2608.186523
	Iteration 5Q: 3 clusters Score -159613 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -159660.093750 Penalty: 2608.186523
	Iteration 6Q: 3 clusters Score -159660.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -159697.609375 Penalty: 2608.186523
	Iteration 7Q: 3 clusters Score -159697.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -159736.234375 Penalty: 2608.186523
	Iteration 8Q: 3 clusters Score -159736.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -159761.625000 Penalty: 2608.186523
	Iteration 9Q: 3 clusters Score -159761.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -159785.234375 Penalty: 2608.186523
	Iteration 10Q: 3 clusters Score -159785.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -159812.281250 Penalty: 2608.186523
	Iteration 11Q: 3 clusters Score -159812.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -159832.671875 Penalty: 2608.186523
	Iteration 12Q: 3 clusters Score -159832.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -159851.078125 Penalty: 2608.186523
	Iteration 13Q: 3 clusters Score -159851.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -159868.359375 Penalty: 2608.186523
	Iteration 14Q: 3 clusters Score -159868.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -159883.750000 Penalty: 2608.186523
	Iteration 15Q: 3 clusters Score -159883.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -159895.578125 Penalty: 2608.186523
	Iteration 16Q: 3 clusters Score -159895.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -159903.250000 Penalty: 2608.186523
	Iteration 17Q: 3 clusters Score -159903.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -159915.875000 Penalty: 2608.186523
	Iteration 18Q: 3 clusters Score -159915.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -159932.062500 Penalty: 2608.186523
	Iteration 19Q: 3 clusters Score -159932.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -159949.046875 Penalty: 2608.186523
	Iteration 20F: 3 clusters Score -159949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -159969.390625 Penalty: 2608.186523
	Iteration 21Q: 3 clusters Score -159969.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -159983.562500 Penalty: 2608.186523
	Iteration 22Q: 3 clusters Score -159983.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -159994.046875 Penalty: 2608.186523
	Iteration 23Q: 3 clusters Score -159994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -160000.578125 Penalty: 2608.186523
	Iteration 24Q: 3 clusters Score -160000.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -160007.312500 Penalty: 2608.186523
	Iteration 25Q: 3 clusters Score -160007.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -160017.875000 Penalty: 2608.186523
	Iteration 26Q: 3 clusters Score -160017.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -160025.218750 Penalty: 2608.186523
	Iteration 27Q: 3 clusters Score -160025.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -160030.265625 Penalty: 2608.186523
	Iteration 28Q: 3 clusters Score -160030.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -160038.437500 Penalty: 2608.186523
	Iteration 29Q: 3 clusters Score -160038.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -160049.609375 Penalty: 2608.186523
	Iteration 30Q: 3 clusters Score -160049.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -160059.625000 Penalty: 2608.186523
	Iteration 31Q: 3 clusters Score -160059.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -160070.687500 Penalty: 2608.186523
	Iteration 32Q: 3 clusters Score -160070.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -160079.562500 Penalty: 2608.186523
	Iteration 33Q: 3 clusters Score -160079.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -160087.609375 Penalty: 2608.186523
	Iteration 34Q: 3 clusters Score -160087.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -160097.250000 Penalty: 2608.186523
	Iteration 35Q: 3 clusters Score -160097.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -160105.687500 Penalty: 2608.186523
	Iteration 36Q: 3 clusters Score -160105.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -160112.375000 Penalty: 2608.186523
	Iteration 37Q: 3 clusters Score -160112.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -160118.828125 Penalty: 2608.186523
	Iteration 38Q: 3 clusters Score -160118.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -160127.328125 Penalty: 2608.186523
	Iteration 39Q: 3 clusters Score -160127.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -160137.328125 Penalty: 2608.186523
	Iteration 40F: 3 clusters Score -160137.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -160142.843750 Penalty: 2608.186523
	Iteration 41Q: 3 clusters Score -160142.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -160149.234375 Penalty: 2608.186523
	Iteration 42Q: 3 clusters Score -160149.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -160155.281250 Penalty: 2608.186523
	Iteration 43Q: 3 clusters Score -160155.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -160159.250000 Penalty: 2608.186523
	Iteration 44Q: 3 clusters Score -160159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -160161.484375 Penalty: 2608.186523
	Iteration 45Q: 3 clusters Score -160161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -160164.468750 Penalty: 2608.186523
	Iteration 46Q: 3 clusters Score -160164.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -160169.343750 Penalty: 2608.186523
	Iteration 47Q: 3 clusters Score -160169.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -160172.890625 Penalty: 2608.186523
	Iteration 48Q: 3 clusters Score -160172.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -160178.281250 Penalty: 2608.186523
	Iteration 49Q: 3 clusters Score -160178.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -160186.359375 Penalty: 2608.186523
	Iteration 50Q: 3 clusters Score -160186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -160192.078125 Penalty: 2608.186523
	Iteration 51Q: 3 clusters Score -160192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -160195.015625 Penalty: 2608.186523
	Iteration 52Q: 3 clusters Score -160195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -160200.484375 Penalty: 2608.186523
	Iteration 53Q: 3 clusters Score -160200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -160205.250000 Penalty: 2608.186523
	Iteration 54Q: 3 clusters Score -160205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -160208.578125 Penalty: 2608.186523
	Iteration 55Q: 3 clusters Score -160208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -160211.140625 Penalty: 2608.186523
	Iteration 56Q: 3 clusters Score -160211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -160211.625000 Penalty: 2608.186523
	Iteration 57Q: 3 clusters Score -160211.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -160212.109375 Penalty: 2608.186523
	Iteration 58Q: 3 clusters Score -160212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -160213.218750 Penalty: 2608.186523
	Iteration 59Q: 3 clusters Score -160213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -160214.296875 Penalty: 2608.186523
	Iteration 60F: 3 clusters Score -160214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -160214.671875 Penalty: 2608.186523
	Iteration 61Q: 3 clusters Score -160214.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -160214.671875 Penalty: 2608.186523
	Iteration 62F: 3 clusters Score -160214.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -70781.203125 Penalty: 1175.436523
	Iteration 0F: 2 clusters Score -70781.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -69092.507812 Penalty: 2350.873047
	Iteration 0F: 3 clusters Score -69092.51 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -69393.210938 Penalty: 2350.873047
	Iteration 1F: 3 clusters Score -69393.21 nChanged 87
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: -69463.984375 Penalty: 2350.873047
	Iteration 2F: 3 clusters Score -69463.98 nChanged 52
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: -69506.804688 Penalty: 2350.873047
	Iteration 3Q: 3 clusters Score -69506.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -69537.398438 Penalty: 2350.873047
	Iteration 4Q: 3 clusters Score -69537.4 nChanged 21
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: -69553.296875 Penalty: 2350.873047
	Iteration 5Q: 3 clusters Score -69553.3 nChanged 20
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: -69567.695312 Penalty: 2350.873047
	Iteration 6Q: 3 clusters Score -69567.7 nChanged 18
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: -69578.890625 Penalty: 2350.873047
	Iteration 7Q: 3 clusters Score -69578.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -69588.609375 Penalty: 2350.873047
	Iteration 8Q: 3 clusters Score -69588.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -69596.343750 Penalty: 2350.873047
	Iteration 9Q: 3 clusters Score -69596.34 nChanged 15
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: -69608.195312 Penalty: 2350.873047
	Iteration 10Q: 3 clusters Score -69608.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -69622.851562 Penalty: 2350.873047
	Iteration 11Q: 3 clusters Score -69622.85 nChanged 19
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: -69634.648438 Penalty: 2350.873047
	Iteration 12Q: 3 clusters Score -69634.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -69645.367188 Penalty: 2350.873047
	Iteration 13Q: 3 clusters Score -69645.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -69655.304688 Penalty: 2350.873047
	Iteration 14Q: 3 clusters Score -69655.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -69660.281250 Penalty: 2350.873047
	Iteration 15Q: 3 clusters Score -69660.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -69662.859375 Penalty: 2350.873047
	Iteration 16Q: 3 clusters Score -69662.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -69664.937500 Penalty: 2350.873047
	Iteration 17Q: 3 clusters Score -69664.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -69667.398438 Penalty: 2350.873047
	Iteration 18Q: 3 clusters Score -69667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -69669.421875 Penalty: 2350.873047
	Iteration 19Q: 3 clusters Score -69669.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -69669.812500 Penalty: 2350.873047
	Iteration 20F: 3 clusters Score -69669.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Entering Unmasked Estep 
Score: -6075484.000000 Penalty: 1873.072754
	Iteration 0F: 2 clusters Score -6075484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -6007646.500000 Penalty: 3746.145508
	Iteration 0F: 3 clusters Score -6007646 nChanged 48446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6035233.000000 Penalty: 3746.145508
	Iteration 1F: 3 clusters Score -6035233 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -6035667.500000 Penalty: 3746.145508
	Iteration 2Q: 3 clusters Score -6035668 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -6036099.000000 Penalty: 3746.145508
	Iteration 3Q: 3 clusters Score -6036099 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -6036467.000000 Penalty: 3746.145508
	Iteration 4Q: 3 clusters Score -6036467 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -6037014.000000 Penalty: 3746.145508
	Iteration 5Q: 3 clusters Score -6037014 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -6037715.500000 Penalty: 3746.145508
	Iteration 6Q: 3 clusters Score -6037716 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -6038718.500000 Penalty: 3746.145508
	Iteration 7Q: 3 clusters Score -6038718 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -6040518.000000 Penalty: 3746.145508
	Iteration 8Q: 3 clusters Score -6040518 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -6043456.000000 Penalty: 3746.145508
	Iteration 9F: 3 clusters Score -6043456 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -6048012.500000 Penalty: 3746.145508
	Iteration 10F: 3 clusters Score -6048012 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -6053941.000000 Penalty: 3746.145508
	Iteration 11F: 3 clusters Score -6053941 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -6059877.500000 Penalty: 3746.145508
	Iteration 12F: 3 clusters Score -6059878 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -6064196.500000 Penalty: 3746.145508
	Iteration 13Q: 3 clusters Score -6064196 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93523 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -6067421.500000 Penalty: 3746.145508
	Iteration 14Q: 3 clusters Score -6067422 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -6069575.000000 Penalty: 3746.145508
	Iteration 15Q: 3 clusters Score -6069575 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6071102.000000 Penalty: 3746.145508
	Iteration 16Q: 3 clusters Score -6071102 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6072185.500000 Penalty: 3746.145508
	Iteration 17Q: 3 clusters Score -6072186 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100108 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6072935.500000 Penalty: 3746.145508
	Iteration 18Q: 3 clusters Score -6072936 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6073313.000000 Penalty: 3746.145508
	Iteration 19Q: 3 clusters Score -6073313 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6073500.000000 Penalty: 3746.145508
	Iteration 20F: 3 clusters Score -6073500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6073611.500000 Penalty: 3746.145508
	Iteration 21Q: 3 clusters Score -6073612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6073686.500000 Penalty: 3746.145508
	Iteration 22Q: 3 clusters Score -6073686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6073727.500000 Penalty: 3746.145508
	Iteration 23Q: 3 clusters Score -6073728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6073761.000000 Penalty: 3746.145508
	Iteration 24Q: 3 clusters Score -6073761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6073790.000000 Penalty: 3746.145508
	Iteration 25Q: 3 clusters Score -6073790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6073822.500000 Penalty: 3746.145508
	Iteration 26Q: 3 clusters Score -6073822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6073823.000000 Penalty: 3746.145508
	Iteration 27Q: 3 clusters Score -6073823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6073826.500000 Penalty: 3746.145508
	Iteration 28Q: 3 clusters Score -6073826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6073825.000000 Penalty: 3746.145508
	Iteration 29Q: 3 clusters Score -6073825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6073825.500000 Penalty: 3746.145508
	Iteration 30Q: 3 clusters Score -6073826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6073827.500000 Penalty: 3746.145508
	Iteration 31Q: 3 clusters Score -6073828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6073827.500000 Penalty: 3746.145508
	Iteration 32F: 3 clusters Score -6073828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -85829.546875 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -85829.55 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 762 members 
Entering Unmasked Estep 
Score: -84043.812500 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -84043.81 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -84377.453125 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -84377.45 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -84446.937500 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -84446.94 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -84493.000000 Penalty: 2378.740723
	Iteration 3Q: 3 clusters Score -84493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -84520.125000 Penalty: 2378.740723
	Iteration 4Q: 3 clusters Score -84520.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -84529.859375 Penalty: 2378.740723
	Iteration 5Q: 3 clusters Score -84529.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -84541.187500 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -84541.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -84549.968750 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -84549.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -84556.812500 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -84556.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -84565.812500 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -84565.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -84577.093750 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -84577.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -84588.398438 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -84588.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -84596.500000 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -84596.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -84602.062500 Penalty: 2378.740723
	Iteration 13Q: 3 clusters Score -84602.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -84603.539062 Penalty: 2378.740723
	Iteration 14Q: 3 clusters Score -84603.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -84603.539062 Penalty: 2378.740723
	Iteration 15F: 3 clusters Score -84603.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Entering Unmasked Estep 
Score: -404489.718750 Penalty: 1446.139771
	Iteration 0F: 2 clusters Score -404489.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -399052.718750 Penalty: 2892.279541
	Iteration 0F: 3 clusters Score -399052.7 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -400764.406250 Penalty: 2892.279541
	Iteration 1F: 3 clusters Score -400764.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -401001.875000 Penalty: 2892.279541
	Iteration 2F: 3 clusters Score -401001.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -401172.187500 Penalty: 2892.279541
	Iteration 3F: 3 clusters Score -401172.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -401306.000000 Penalty: 2892.279541
	Iteration 4Q: 3 clusters Score -401306 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -401418.750000 Penalty: 2892.279541
	Iteration 5Q: 3 clusters Score -401418.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -401515.062500 Penalty: 2892.279541
	Iteration 6Q: 3 clusters Score -401515.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -401608.812500 Penalty: 2892.279541
	Iteration 7Q: 3 clusters Score -401608.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -401751.593750 Penalty: 2892.279541
	Iteration 8Q: 3 clusters Score -401751.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -401941.593750 Penalty: 2892.279541
	Iteration 9Q: 3 clusters Score -401941.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -402156.500000 Penalty: 2892.279541
	Iteration 10Q: 3 clusters Score -402156.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -402409.125000 Penalty: 2892.279541
	Iteration 11Q: 3 clusters Score -402409.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -402678.875000 Penalty: 2892.279541
	Iteration 12F: 3 clusters Score -402678.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -402906.281250 Penalty: 2892.279541
	Iteration 13Q: 3 clusters Score -402906.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -403056.468750 Penalty: 2892.279541
	Iteration 14Q: 3 clusters Score -403056.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -403189.281250 Penalty: 2892.279541
	Iteration 15Q: 3 clusters Score -403189.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -403299.468750 Penalty: 2892.279541
	Iteration 16Q: 3 clusters Score -403299.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -403368.750000 Penalty: 2892.279541
	Iteration 17Q: 3 clusters Score -403368.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -403427.125000 Penalty: 2892.279541
	Iteration 18Q: 3 clusters Score -403427.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -403465.875000 Penalty: 2892.279541
	Iteration 19Q: 3 clusters Score -403465.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -403498.625000 Penalty: 2892.279541
	Iteration 20F: 3 clusters Score -403498.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -403523.437500 Penalty: 2892.279541
	Iteration 21Q: 3 clusters Score -403523.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -403550.062500 Penalty: 2892.279541
	Iteration 22Q: 3 clusters Score -403550.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -403568.531250 Penalty: 2892.279541
	Iteration 23Q: 3 clusters Score -403568.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -403580.843750 Penalty: 2892.279541
	Iteration 24Q: 3 clusters Score -403580.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -403595.812500 Penalty: 2892.279541
	Iteration 25Q: 3 clusters Score -403595.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -403607.062500 Penalty: 2892.279541
	Iteration 26Q: 3 clusters Score -403607.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -403617.156250 Penalty: 2892.279541
	Iteration 27Q: 3 clusters Score -403617.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -403630.562500 Penalty: 2892.279541
	Iteration 28Q: 3 clusters Score -403630.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -403640.718750 Penalty: 2892.279541
	Iteration 29Q: 3 clusters Score -403640.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -403647.531250 Penalty: 2892.279541
	Iteration 30Q: 3 clusters Score -403647.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -403652.250000 Penalty: 2892.279541
	Iteration 31Q: 3 clusters Score -403652.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -403656.093750 Penalty: 2892.279541
	Iteration 32Q: 3 clusters Score -403656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -403658.250000 Penalty: 2892.279541
	Iteration 33Q: 3 clusters Score -403658.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -403661.968750 Penalty: 2892.279541
	Iteration 34Q: 3 clusters Score -403662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -403664.593750 Penalty: 2892.279541
	Iteration 35Q: 3 clusters Score -403664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -403666.375000 Penalty: 2892.279541
	Iteration 36Q: 3 clusters Score -403666.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -403670.000000 Penalty: 2892.279541
	Iteration 37Q: 3 clusters Score -403670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -403673.375000 Penalty: 2892.279541
	Iteration 38Q: 3 clusters Score -403673.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -403676.218750 Penalty: 2892.279541
	Iteration 39Q: 3 clusters Score -403676.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -403680.968750 Penalty: 2892.279541
	Iteration 40F: 3 clusters Score -403681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -403684.062500 Penalty: 2892.279541
	Iteration 41Q: 3 clusters Score -403684.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -403687.656250 Penalty: 2892.279541
	Iteration 42Q: 3 clusters Score -403687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -403689.093750 Penalty: 2892.279541
	Iteration 43Q: 3 clusters Score -403689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -403692.843750 Penalty: 2892.279541
	Iteration 44Q: 3 clusters Score -403692.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -403693.906250 Penalty: 2892.279541
	Iteration 45Q: 3 clusters Score -403693.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -403696.000000 Penalty: 2892.279541
	Iteration 46Q: 3 clusters Score -403696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -403696.968750 Penalty: 2892.279541
	Iteration 47Q: 3 clusters Score -403697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -403698.593750 Penalty: 2892.279541
	Iteration 48Q: 3 clusters Score -403698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -403698.687500 Penalty: 2892.279541
	Iteration 49Q: 3 clusters Score -403698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -403698.937500 Penalty: 2892.279541
	Iteration 50Q: 3 clusters Score -403698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -403699.187500 Penalty: 2892.279541
	Iteration 51Q: 3 clusters Score -403699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -403698.593750 Penalty: 2892.279541
	Iteration 52Q: 3 clusters Score -403698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -403700.000000 Penalty: 2892.279541
	Iteration 53Q: 3 clusters Score -403700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -403699.500000 Penalty: 2892.279541
	Iteration 54Q: 3 clusters Score -403699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -403700.187500 Penalty: 2892.279541
	Iteration 55Q: 3 clusters Score -403700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -403700.750000 Penalty: 2892.279541
	Iteration 56Q: 3 clusters Score -403700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -403700.750000 Penalty: 2892.279541
	Iteration 57F: 3 clusters Score -403700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -50904.273438 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -50904.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49480.816406 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -49480.82 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -49737.011719 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -49737.01 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -49834.839844 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -49834.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -49879.261719 Penalty: 2237.458252
	Iteration 3Q: 3 clusters Score -49879.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -49909.328125 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -49909.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -49930.695312 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -49930.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -49953.812500 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -49953.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -49980.269531 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -49980.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -50005.515625 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -50005.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -50023.136719 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -50023.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -50034.351562 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -50034.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -50046.421875 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -50046.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -50053.406250 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -50053.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -50058.773438 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -50058.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -50063.062500 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -50063.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -50068.687500 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -50068.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -50073.109375 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -50073.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -50074.257812 Penalty: 2237.458252
	Iteration 17Q: 3 clusters Score -50074.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -50074.769531 Penalty: 2237.458252
	Iteration 18Q: 3 clusters Score -50074.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -50074.769531 Penalty: 2237.458252
	Iteration 19F: 3 clusters Score -50074.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 12166 members 
Mstep: Class 3 contains 12162 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39464 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 140843 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90630 members 
Mstep: Class 15 contains 15039 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 27600 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13274 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14003 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 101377 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141628.000000 Penalty: 71552.687500
Iteration 159Q: 34 clusters Score -3.414163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 9747 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 39461 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 140842 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90629 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3696 members 
Mstep: Class 18 contains 27609 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13273 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14003 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 101376 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141636.000000 Penalty: 71552.687500
Iteration 160F: 34 clusters Score -3.414164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 9742 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39460 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 140844 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90629 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27619 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13272 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14000 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 101376 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141640.000000 Penalty: 71552.687500
Iteration 161Q: 34 clusters Score -3.414164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9738 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39461 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140842 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27627 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13272 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14000 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101374 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141664.000000 Penalty: 71552.687500
Iteration 162Q: 34 clusters Score -3.414166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9735 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39463 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140838 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27631 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13272 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13999 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101374 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141672.000000 Penalty: 71552.687500
Iteration 163Q: 34 clusters Score -3.414167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9730 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39464 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140834 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27638 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13272 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13999 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101373 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141676.000000 Penalty: 71552.687500
Iteration 164Q: 34 clusters Score -3.414168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12160 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9729 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39463 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140830 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27645 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13272 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101374 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141672.000000 Penalty: 71552.687500
Iteration 165Q: 34 clusters Score -3.414167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12158 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9727 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39461 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140830 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27651 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13272 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101375 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141684.000000 Penalty: 71552.687500
Iteration 166Q: 34 clusters Score -3.414168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12157 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9727 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39458 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140830 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27656 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13271 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101375 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141672.000000 Penalty: 71552.687500
Iteration 167Q: 34 clusters Score -3.414167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12157 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140832 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27658 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101374 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141640.000000 Penalty: 71552.687500
Iteration 168Q: 34 clusters Score -3.414164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140831 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27660 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13999 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101373 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141648.000000 Penalty: 71552.687500
Iteration 169Q: 34 clusters Score -3.414165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140831 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27661 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101373 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141648.000000 Penalty: 71552.687500
Iteration 170Q: 34 clusters Score -3.414165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140831 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27662 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101372 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141660.000000 Penalty: 71552.687500
Iteration 171Q: 34 clusters Score -3.414166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140831 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27663 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101371 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141656.000000 Penalty: 71552.687500
Iteration 172Q: 34 clusters Score -3.414166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140831 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27663 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101370 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141672.000000 Penalty: 71552.687500
Iteration 173Q: 34 clusters Score -3.414167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12157 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140830 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90628 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27663 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101369 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141668.000000 Penalty: 71552.687500
Iteration 174Q: 34 clusters Score -3.414167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140830 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90629 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27663 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101368 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141668.000000 Penalty: 71552.687500
Iteration 175Q: 34 clusters Score -3.414167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140828 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90629 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27663 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101368 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141672.000000 Penalty: 71552.687500
Iteration 176Q: 34 clusters Score -3.414167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39458 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140828 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90629 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27663 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101367 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141672.000000 Penalty: 71552.687500
Iteration 177Q: 34 clusters Score -3.414167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39459 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140828 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90629 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27662 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101367 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141680.000000 Penalty: 71552.687500
Iteration 178Q: 34 clusters Score -3.414168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39459 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140828 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90629 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27662 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101367 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141680.000000 Penalty: 71552.687500
Iteration 179F: 34 clusters Score -3.414168e+07 nChanged 0
Entering ConstructFrom: 
Score: -34141680.000000 Penalty: 71552.687500
Entering ConstructFrom: 
Trying to split cluster 1 (51552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Entering Unmasked Estep 
Score: -2955501.750000 Penalty: 1763.181274
	Iteration 0F: 2 clusters Score -2955502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -2921099.250000 Penalty: 3526.362549
	Iteration 0F: 3 clusters Score -2921099 nChanged 24185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -2934474.000000 Penalty: 3526.362549
	Iteration 1F: 3 clusters Score -2934474 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -2935103.750000 Penalty: 3526.362549
	Iteration 2Q: 3 clusters Score -2935104 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -2935776.500000 Penalty: 3526.362549
	Iteration 3Q: 3 clusters Score -2935776 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2936667.250000 Penalty: 3526.362549
	Iteration 4Q: 3 clusters Score -2936667 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2937798.750000 Penalty: 3526.362549
	Iteration 5Q: 3 clusters Score -2937799 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2939248.500000 Penalty: 3526.362549
	Iteration 6F: 3 clusters Score -2939248 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2940915.500000 Penalty: 3526.362549
	Iteration 7F: 3 clusters Score -2940916 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2942821.500000 Penalty: 3526.362549
	Iteration 8F: 3 clusters Score -2942822 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2944662.000000 Penalty: 3526.362549
	Iteration 9F: 3 clusters Score -2944662 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2945801.500000 Penalty: 3526.362549
	Iteration 10Q: 3 clusters Score -2945802 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2946319.750000 Penalty: 3526.362549
	Iteration 11Q: 3 clusters Score -2946320 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2946548.750000 Penalty: 3526.362549
	Iteration 12Q: 3 clusters Score -2946549 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2946713.000000 Penalty: 3526.362549
	Iteration 13Q: 3 clusters Score -2946713 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2946855.500000 Penalty: 3526.362549
	Iteration 14Q: 3 clusters Score -2946856 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2947007.000000 Penalty: 3526.362549
	Iteration 15Q: 3 clusters Score -2947007 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2947143.250000 Penalty: 3526.362549
	Iteration 16Q: 3 clusters Score -2947143 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2947339.000000 Penalty: 3526.362549
	Iteration 17Q: 3 clusters Score -2947339 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2947543.250000 Penalty: 3526.362549
	Iteration 18Q: 3 clusters Score -2947543 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2947794.250000 Penalty: 3526.362549
	Iteration 19Q: 3 clusters Score -2947794 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2948044.000000 Penalty: 3526.362549
	Iteration 20F: 3 clusters Score -2948044 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2948283.750000 Penalty: 3526.362549
	Iteration 21Q: 3 clusters Score -2948284 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2948531.250000 Penalty: 3526.362549
	Iteration 22Q: 3 clusters Score -2948531 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2948793.500000 Penalty: 3526.362549
	Iteration 23Q: 3 clusters Score -2948794 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2949040.000000 Penalty: 3526.362549
	Iteration 24Q: 3 clusters Score -2949040 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2949286.750000 Penalty: 3526.362549
	Iteration 25Q: 3 clusters Score -2949287 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2949515.500000 Penalty: 3526.362549
	Iteration 26Q: 3 clusters Score -2949516 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2949801.750000 Penalty: 3526.362549
	Iteration 27Q: 3 clusters Score -2949802 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2950089.000000 Penalty: 3526.362549
	Iteration 28Q: 3 clusters Score -2950089 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2950401.250000 Penalty: 3526.362549
	Iteration 29Q: 3 clusters Score -2950401 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2950720.750000 Penalty: 3526.362549
	Iteration 30Q: 3 clusters Score -2950721 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2951019.250000 Penalty: 3526.362549
	Iteration 31Q: 3 clusters Score -2951019 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2951306.000000 Penalty: 3526.362549
	Iteration 32Q: 3 clusters Score -2951306 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2951592.750000 Penalty: 3526.362549
	Iteration 33Q: 3 clusters Score -2951593 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2951881.750000 Penalty: 3526.362549
	Iteration 34Q: 3 clusters Score -2951882 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2952155.250000 Penalty: 3526.362549
	Iteration 35Q: 3 clusters Score -2952155 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2952406.000000 Penalty: 3526.362549
	Iteration 36Q: 3 clusters Score -2952406 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2952637.750000 Penalty: 3526.362549
	Iteration 37Q: 3 clusters Score -2952638 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2952853.750000 Penalty: 3526.362549
	Iteration 38Q: 3 clusters Score -2952854 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2953022.250000 Penalty: 3526.362549
	Iteration 39Q: 3 clusters Score -2953022 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2953199.750000 Penalty: 3526.362549
	Iteration 40F: 3 clusters Score -2953200 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2953312.500000 Penalty: 3526.362549
	Iteration 41Q: 3 clusters Score -2953312 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2953433.500000 Penalty: 3526.362549
	Iteration 42Q: 3 clusters Score -2953434 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2953540.250000 Penalty: 3526.362549
	Iteration 43Q: 3 clusters Score -2953540 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2953613.500000 Penalty: 3526.362549
	Iteration 44Q: 3 clusters Score -2953614 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2953682.250000 Penalty: 3526.362549
	Iteration 45Q: 3 clusters Score -2953682 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2953741.750000 Penalty: 3526.362549
	Iteration 46Q: 3 clusters Score -2953742 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2953786.500000 Penalty: 3526.362549
	Iteration 47Q: 3 clusters Score -2953786 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2953845.250000 Penalty: 3526.362549
	Iteration 48Q: 3 clusters Score -2953845 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2953884.000000 Penalty: 3526.362549
	Iteration 49Q: 3 clusters Score -2953884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2953928.000000 Penalty: 3526.362549
	Iteration 50Q: 3 clusters Score -2953928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2953971.000000 Penalty: 3526.362549
	Iteration 51Q: 3 clusters Score -2953971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2953991.500000 Penalty: 3526.362549
	Iteration 52Q: 3 clusters Score -2953992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2954014.000000 Penalty: 3526.362549
	Iteration 53Q: 3 clusters Score -2954014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2954025.750000 Penalty: 3526.362549
	Iteration 54Q: 3 clusters Score -2954026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2954037.500000 Penalty: 3526.362549
	Iteration 55Q: 3 clusters Score -2954038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2954045.000000 Penalty: 3526.362549
	Iteration 56Q: 3 clusters Score -2954045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2954054.000000 Penalty: 3526.362549
	Iteration 57Q: 3 clusters Score -2954054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2954057.750000 Penalty: 3526.362549
	Iteration 58Q: 3 clusters Score -2954058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2954068.000000 Penalty: 3526.362549
	Iteration 59Q: 3 clusters Score -2954068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2954069.250000 Penalty: 3526.362549
	Iteration 60F: 3 clusters Score -2954069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2954068.500000 Penalty: 3526.362549
	Iteration 61Q: 3 clusters Score -2954068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2954068.750000 Penalty: 3526.362549
	Iteration 62Q: 3 clusters Score -2954069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2954069.500000 Penalty: 3526.362549
	Iteration 63Q: 3 clusters Score -2954070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2954075.750000 Penalty: 3526.362549
	Iteration 64Q: 3 clusters Score -2954076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2954075.500000 Penalty: 3526.362549
	Iteration 65Q: 3 clusters Score -2954076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2954072.750000 Penalty: 3526.362549
	Iteration 66Q: 3 clusters Score -2954073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2954077.750000 Penalty: 3526.362549
	Iteration 67Q: 3 clusters Score -2954078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2954081.000000 Penalty: 3526.362549
	Iteration 68Q: 3 clusters Score -2954081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2954085.250000 Penalty: 3526.362549
	Iteration 69Q: 3 clusters Score -2954085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2954091.000000 Penalty: 3526.362549
	Iteration 70Q: 3 clusters Score -2954091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2954092.750000 Penalty: 3526.362549
	Iteration 71Q: 3 clusters Score -2954093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2954099.500000 Penalty: 3526.362549
	Iteration 72Q: 3 clusters Score -2954100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2954105.500000 Penalty: 3526.362549
	Iteration 73Q: 3 clusters Score -2954106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2954105.000000 Penalty: 3526.362549
	Iteration 74Q: 3 clusters Score -2954105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2954106.250000 Penalty: 3526.362549
	Iteration 75Q: 3 clusters Score -2954106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2954107.750000 Penalty: 3526.362549
	Iteration 76Q: 3 clusters Score -2954108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2954106.250000 Penalty: 3526.362549
	Iteration 77Q: 3 clusters Score -2954106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2954107.750000 Penalty: 3526.362549
	Iteration 78Q: 3 clusters Score -2954108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2954109.000000 Penalty: 3526.362549
	Iteration 79Q: 3 clusters Score -2954109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2954112.000000 Penalty: 3526.362549
	Iteration 80F: 3 clusters Score -2954112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2954109.750000 Penalty: 3526.362549
	Iteration 81Q: 3 clusters Score -2954110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2954113.250000 Penalty: 3526.362549
	Iteration 82Q: 3 clusters Score -2954113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2954112.000000 Penalty: 3526.362549
	Iteration 83Q: 3 clusters Score -2954112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2954114.250000 Penalty: 3526.362549
	Iteration 84Q: 3 clusters Score -2954114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2954113.750000 Penalty: 3526.362549
	Iteration 85Q: 3 clusters Score -2954114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2954113.750000 Penalty: 3526.362549
	Iteration 86F: 3 clusters Score -2954114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Entering Unmasked Estep 
Score: -707628.250000 Penalty: 1528.526733
	Iteration 0F: 2 clusters Score -707628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -699140.875000 Penalty: 3057.053467
	Iteration 0F: 3 clusters Score -699140.9 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -702127.375000 Penalty: 3057.053467
	Iteration 1F: 3 clusters Score -702127.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -702447.000000 Penalty: 3057.053467
	Iteration 2F: 3 clusters Score -702447 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -702731.500000 Penalty: 3057.053467
	Iteration 3F: 3 clusters Score -702731.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -702982.562500 Penalty: 3057.053467
	Iteration 4Q: 3 clusters Score -702982.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -703225.000000 Penalty: 3057.053467
	Iteration 5Q: 3 clusters Score -703225 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -703453.437500 Penalty: 3057.053467
	Iteration 6Q: 3 clusters Score -703453.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -703723.187500 Penalty: 3057.053467
	Iteration 7Q: 3 clusters Score -703723.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -704014.312500 Penalty: 3057.053467
	Iteration 8Q: 3 clusters Score -704014.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -704321.187500 Penalty: 3057.053467
	Iteration 9Q: 3 clusters Score -704321.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -704659.562500 Penalty: 3057.053467
	Iteration 10Q: 3 clusters Score -704659.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -705003.000000 Penalty: 3057.053467
	Iteration 11Q: 3 clusters Score -705003 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -705259.812500 Penalty: 3057.053467
	Iteration 12Q: 3 clusters Score -705259.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -705456.937500 Penalty: 3057.053467
	Iteration 13Q: 3 clusters Score -705456.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -705615.437500 Penalty: 3057.053467
	Iteration 14Q: 3 clusters Score -705615.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -705774.750000 Penalty: 3057.053467
	Iteration 15Q: 3 clusters Score -705774.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -705923.375000 Penalty: 3057.053467
	Iteration 16Q: 3 clusters Score -705923.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -706048.250000 Penalty: 3057.053467
	Iteration 17Q: 3 clusters Score -706048.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -706166.125000 Penalty: 3057.053467
	Iteration 18Q: 3 clusters Score -706166.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -706265.312500 Penalty: 3057.053467
	Iteration 19Q: 3 clusters Score -706265.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -706377.500000 Penalty: 3057.053467
	Iteration 20F: 3 clusters Score -706377.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -706482.750000 Penalty: 3057.053467
	Iteration 21Q: 3 clusters Score -706482.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -706563.812500 Penalty: 3057.053467
	Iteration 22Q: 3 clusters Score -706563.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -706625.000000 Penalty: 3057.053467
	Iteration 23Q: 3 clusters Score -706625 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -706665.562500 Penalty: 3057.053467
	Iteration 24Q: 3 clusters Score -706665.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -706693.187500 Penalty: 3057.053467
	Iteration 25Q: 3 clusters Score -706693.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -706713.000000 Penalty: 3057.053467
	Iteration 26Q: 3 clusters Score -706713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -706726.125000 Penalty: 3057.053467
	Iteration 27Q: 3 clusters Score -706726.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -706734.500000 Penalty: 3057.053467
	Iteration 28Q: 3 clusters Score -706734.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -706741.937500 Penalty: 3057.053467
	Iteration 29Q: 3 clusters Score -706741.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -706746.437500 Penalty: 3057.053467
	Iteration 30Q: 3 clusters Score -706746.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -706746.562500 Penalty: 3057.053467
	Iteration 31Q: 3 clusters Score -706746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -706746.250000 Penalty: 3057.053467
	Iteration 32Q: 3 clusters Score -706746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -706747.187500 Penalty: 3057.053467
	Iteration 33Q: 3 clusters Score -706747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -706749.875000 Penalty: 3057.053467
	Iteration 34Q: 3 clusters Score -706749.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -706751.250000 Penalty: 3057.053467
	Iteration 35Q: 3 clusters Score -706751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -706751.500000 Penalty: 3057.053467
	Iteration 36Q: 3 clusters Score -706751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -706751.187500 Penalty: 3057.053467
	Iteration 37Q: 3 clusters Score -706751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -706752.062500 Penalty: 3057.053467
	Iteration 38Q: 3 clusters Score -706752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -706751.437500 Penalty: 3057.053467
	Iteration 39Q: 3 clusters Score -706751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -706751.625000 Penalty: 3057.053467
	Iteration 40F: 3 clusters Score -706751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -706752.187500 Penalty: 3057.053467
	Iteration 41Q: 3 clusters Score -706752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -706751.062500 Penalty: 3057.053467
	Iteration 42Q: 3 clusters Score -706751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -706751.062500 Penalty: 3057.053467
	Iteration 43F: 3 clusters Score -706751.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Entering Unmasked Estep 
Score: -660225.062500 Penalty: 1528.406494
	Iteration 0F: 2 clusters Score -660225.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -651606.312500 Penalty: 3056.812988
	Iteration 0F: 3 clusters Score -651606.3 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -654623.625000 Penalty: 3056.812988
	Iteration 1F: 3 clusters Score -654623.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -654977.625000 Penalty: 3056.812988
	Iteration 2F: 3 clusters Score -654977.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -655308.312500 Penalty: 3056.812988
	Iteration 3F: 3 clusters Score -655308.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -655631.625000 Penalty: 3056.812988
	Iteration 4F: 3 clusters Score -655631.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -655918.437500 Penalty: 3056.812988
	Iteration 5Q: 3 clusters Score -655918.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -656200.687500 Penalty: 3056.812988
	Iteration 6Q: 3 clusters Score -656200.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -656469.000000 Penalty: 3056.812988
	Iteration 7Q: 3 clusters Score -656469 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -656778.625000 Penalty: 3056.812988
	Iteration 8Q: 3 clusters Score -656778.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -657115.500000 Penalty: 3056.812988
	Iteration 9Q: 3 clusters Score -657115.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -657433.687500 Penalty: 3056.812988
	Iteration 10Q: 3 clusters Score -657433.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -657694.937500 Penalty: 3056.812988
	Iteration 11Q: 3 clusters Score -657694.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -657870.750000 Penalty: 3056.812988
	Iteration 12Q: 3 clusters Score -657870.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -657973.687500 Penalty: 3056.812988
	Iteration 13Q: 3 clusters Score -657973.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -658029.625000 Penalty: 3056.812988
	Iteration 14Q: 3 clusters Score -658029.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -658070.125000 Penalty: 3056.812988
	Iteration 15Q: 3 clusters Score -658070.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -658105.500000 Penalty: 3056.812988
	Iteration 16Q: 3 clusters Score -658105.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -658140.937500 Penalty: 3056.812988
	Iteration 17Q: 3 clusters Score -658140.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -658169.562500 Penalty: 3056.812988
	Iteration 18Q: 3 clusters Score -658169.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -658194.687500 Penalty: 3056.812988
	Iteration 19Q: 3 clusters Score -658194.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -658214.562500 Penalty: 3056.812988
	Iteration 20F: 3 clusters Score -658214.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -658236.625000 Penalty: 3056.812988
	Iteration 21Q: 3 clusters Score -658236.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -658250.812500 Penalty: 3056.812988
	Iteration 22Q: 3 clusters Score -658250.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -658266.312500 Penalty: 3056.812988
	Iteration 23Q: 3 clusters Score -658266.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -658287.000000 Penalty: 3056.812988
	Iteration 24Q: 3 clusters Score -658287 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -658307.937500 Penalty: 3056.812988
	Iteration 25Q: 3 clusters Score -658307.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -658326.187500 Penalty: 3056.812988
	Iteration 26Q: 3 clusters Score -658326.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -658347.500000 Penalty: 3056.812988
	Iteration 27Q: 3 clusters Score -658347.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -658365.500000 Penalty: 3056.812988
	Iteration 28Q: 3 clusters Score -658365.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -658378.812500 Penalty: 3056.812988
	Iteration 29Q: 3 clusters Score -658378.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -658392.000000 Penalty: 3056.812988
	Iteration 30Q: 3 clusters Score -658392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -658403.375000 Penalty: 3056.812988
	Iteration 31Q: 3 clusters Score -658403.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -658417.937500 Penalty: 3056.812988
	Iteration 32Q: 3 clusters Score -658417.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -658432.250000 Penalty: 3056.812988
	Iteration 33Q: 3 clusters Score -658432.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -658440.625000 Penalty: 3056.812988
	Iteration 34Q: 3 clusters Score -658440.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -658449.312500 Penalty: 3056.812988
	Iteration 35Q: 3 clusters Score -658449.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -658456.562500 Penalty: 3056.812988
	Iteration 36Q: 3 clusters Score -658456.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -658464.375000 Penalty: 3056.812988
	Iteration 37Q: 3 clusters Score -658464.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -658472.187500 Penalty: 3056.812988
	Iteration 38Q: 3 clusters Score -658472.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -658485.875000 Penalty: 3056.812988
	Iteration 39Q: 3 clusters Score -658485.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -658501.125000 Penalty: 3056.812988
	Iteration 40F: 3 clusters Score -658501.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -658521.750000 Penalty: 3056.812988
	Iteration 41Q: 3 clusters Score -658521.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -658539.125000 Penalty: 3056.812988
	Iteration 42Q: 3 clusters Score -658539.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -658556.562500 Penalty: 3056.812988
	Iteration 43Q: 3 clusters Score -658556.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -658575.125000 Penalty: 3056.812988
	Iteration 44Q: 3 clusters Score -658575.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -658589.500000 Penalty: 3056.812988
	Iteration 45Q: 3 clusters Score -658589.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -658614.250000 Penalty: 3056.812988
	Iteration 46Q: 3 clusters Score -658614.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -658635.250000 Penalty: 3056.812988
	Iteration 47Q: 3 clusters Score -658635.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -658658.937500 Penalty: 3056.812988
	Iteration 48Q: 3 clusters Score -658658.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -658690.125000 Penalty: 3056.812988
	Iteration 49Q: 3 clusters Score -658690.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -658733.687500 Penalty: 3056.812988
	Iteration 50Q: 3 clusters Score -658733.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -658781.250000 Penalty: 3056.812988
	Iteration 51Q: 3 clusters Score -658781.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -658832.250000 Penalty: 3056.812988
	Iteration 52Q: 3 clusters Score -658832.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -658882.625000 Penalty: 3056.812988
	Iteration 53Q: 3 clusters Score -658882.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -658936.625000 Penalty: 3056.812988
	Iteration 54Q: 3 clusters Score -658936.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -659014.250000 Penalty: 3056.812988
	Iteration 55Q: 3 clusters Score -659014.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -659081.062500 Penalty: 3056.812988
	Iteration 56Q: 3 clusters Score -659081.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -659139.125000 Penalty: 3056.812988
	Iteration 57Q: 3 clusters Score -659139.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -659179.312500 Penalty: 3056.812988
	Iteration 58Q: 3 clusters Score -659179.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -659205.750000 Penalty: 3056.812988
	Iteration 59Q: 3 clusters Score -659205.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -659222.187500 Penalty: 3056.812988
	Iteration 60F: 3 clusters Score -659222.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -659231.562500 Penalty: 3056.812988
	Iteration 61Q: 3 clusters Score -659231.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -659236.375000 Penalty: 3056.812988
	Iteration 62Q: 3 clusters Score -659236.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -659238.500000 Penalty: 3056.812988
	Iteration 63Q: 3 clusters Score -659238.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -659241.812500 Penalty: 3056.812988
	Iteration 64Q: 3 clusters Score -659241.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -659242.562500 Penalty: 3056.812988
	Iteration 65Q: 3 clusters Score -659242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -659244.562500 Penalty: 3056.812988
	Iteration 66Q: 3 clusters Score -659244.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -659245.625000 Penalty: 3056.812988
	Iteration 67Q: 3 clusters Score -659245.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -659250.000000 Penalty: 3056.812988
	Iteration 68Q: 3 clusters Score -659250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -659252.437500 Penalty: 3056.812988
	Iteration 69Q: 3 clusters Score -659252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -659254.250000 Penalty: 3056.812988
	Iteration 70Q: 3 clusters Score -659254.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -659258.437500 Penalty: 3056.812988
	Iteration 71Q: 3 clusters Score -659258.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -659261.562500 Penalty: 3056.812988
	Iteration 72Q: 3 clusters Score -659261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -659265.437500 Penalty: 3056.812988
	Iteration 73Q: 3 clusters Score -659265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -659266.125000 Penalty: 3056.812988
	Iteration 74Q: 3 clusters Score -659266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -659270.375000 Penalty: 3056.812988
	Iteration 75Q: 3 clusters Score -659270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -659270.250000 Penalty: 3056.812988
	Iteration 76Q: 3 clusters Score -659270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -659271.750000 Penalty: 3056.812988
	Iteration 77Q: 3 clusters Score -659271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -659273.437500 Penalty: 3056.812988
	Iteration 78Q: 3 clusters Score -659273.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -659275.437500 Penalty: 3056.812988
	Iteration 79Q: 3 clusters Score -659275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -659277.812500 Penalty: 3056.812988
	Iteration 80F: 3 clusters Score -659277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -659279.750000 Penalty: 3056.812988
	Iteration 81Q: 3 clusters Score -659279.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -659279.250000 Penalty: 3056.812988
	Iteration 82Q: 3 clusters Score -659279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -659279.812500 Penalty: 3056.812988
	Iteration 83Q: 3 clusters Score -659279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -659280.437500 Penalty: 3056.812988
	Iteration 84Q: 3 clusters Score -659280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -659282.000000 Penalty: 3056.812988
	Iteration 85Q: 3 clusters Score -659282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -659282.000000 Penalty: 3056.812988
	Iteration 86F: 3 clusters Score -659282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -168980.406250 Penalty: 1347.864380
	Iteration 0F: 2 clusters Score -168980.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -165644.515625 Penalty: 2695.728760
	Iteration 0F: 3 clusters Score -165644.5 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -166814.359375 Penalty: 2695.728760
	Iteration 1F: 3 clusters Score -166814.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -167300.875000 Penalty: 2695.728760
	Iteration 2F: 3 clusters Score -167300.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -167719.421875 Penalty: 2695.728760
	Iteration 3F: 3 clusters Score -167719.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -168151.531250 Penalty: 2695.728760
	Iteration 4F: 3 clusters Score -168151.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -168469.265625 Penalty: 2695.728760
	Iteration 5F: 3 clusters Score -168469.3 nChanged 195
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: -168653.984375 Penalty: 2695.728760
	Iteration 6Q: 3 clusters Score -168654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -168786.515625 Penalty: 2695.728760
	Iteration 7Q: 3 clusters Score -168786.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -168845.015625 Penalty: 2695.728760
	Iteration 8Q: 3 clusters Score -168845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -168881.796875 Penalty: 2695.728760
	Iteration 9Q: 3 clusters Score -168881.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -168910.843750 Penalty: 2695.728760
	Iteration 10Q: 3 clusters Score -168910.8 nChanged 51
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: -168947.703125 Penalty: 2695.728760
	Iteration 11Q: 3 clusters Score -168947.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -168976.015625 Penalty: 2695.728760
	Iteration 12Q: 3 clusters Score -168976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -169003.734375 Penalty: 2695.728760
	Iteration 13Q: 3 clusters Score -169003.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -169024.312500 Penalty: 2695.728760
	Iteration 14Q: 3 clusters Score -169024.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -169040.093750 Penalty: 2695.728760
	Iteration 15Q: 3 clusters Score -169040.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -169051.140625 Penalty: 2695.728760
	Iteration 16Q: 3 clusters Score -169051.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -169057.484375 Penalty: 2695.728760
	Iteration 17Q: 3 clusters Score -169057.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -169061.062500 Penalty: 2695.728760
	Iteration 18Q: 3 clusters Score -169061.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -169063.484375 Penalty: 2695.728760
	Iteration 19Q: 3 clusters Score -169063.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -169065.140625 Penalty: 2695.728760
	Iteration 20F: 3 clusters Score -169065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -169066.750000 Penalty: 2695.728760
	Iteration 21Q: 3 clusters Score -169066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -169067.703125 Penalty: 2695.728760
	Iteration 22Q: 3 clusters Score -169067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -169068.781250 Penalty: 2695.728760
	Iteration 23Q: 3 clusters Score -169068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -169070.078125 Penalty: 2695.728760
	Iteration 24Q: 3 clusters Score -169070.1 nChanged 6
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: -169071.343750 Penalty: 2695.728760
	Iteration 25Q: 3 clusters Score -169071.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -169072.218750 Penalty: 2695.728760
	Iteration 26Q: 3 clusters Score -169072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -169072.218750 Penalty: 2695.728760
	Iteration 27F: 3 clusters Score -169072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39459 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140828 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90629 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27662 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101367 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Mstep: Class 34 contains 2272 members 
Entering Unmasked Estep 
Score: -34140960.000000 Penalty: 73720.953125
Splitting cluster 4 changes total score from -34141680.000000 to -34140960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -507018.718750 Penalty: 1492.165649
	Iteration 0F: 2 clusters Score -507018.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -500006.343750 Penalty: 2984.331299
	Iteration 0F: 3 clusters Score -500006.3 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -502408.468750 Penalty: 2984.331299
	Iteration 1F: 3 clusters Score -502408.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -502697.625000 Penalty: 2984.331299
	Iteration 2F: 3 clusters Score -502697.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -502954.312500 Penalty: 2984.331299
	Iteration 3F: 3 clusters Score -502954.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -503206.937500 Penalty: 2984.331299
	Iteration 4F: 3 clusters Score -503206.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -503460.156250 Penalty: 2984.331299
	Iteration 5Q: 3 clusters Score -503460.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -503748.062500 Penalty: 2984.331299
	Iteration 6F: 3 clusters Score -503748.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -504063.125000 Penalty: 2984.331299
	Iteration 7F: 3 clusters Score -504063.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -504384.968750 Penalty: 2984.331299
	Iteration 8Q: 3 clusters Score -504385 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -504699.562500 Penalty: 2984.331299
	Iteration 9Q: 3 clusters Score -504699.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -504970.093750 Penalty: 2984.331299
	Iteration 10Q: 3 clusters Score -504970.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -505172.375000 Penalty: 2984.331299
	Iteration 11Q: 3 clusters Score -505172.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -505294.093750 Penalty: 2984.331299
	Iteration 12Q: 3 clusters Score -505294.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -505397.250000 Penalty: 2984.331299
	Iteration 13Q: 3 clusters Score -505397.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -505500.656250 Penalty: 2984.331299
	Iteration 14Q: 3 clusters Score -505500.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -505576.906250 Penalty: 2984.331299
	Iteration 15Q: 3 clusters Score -505576.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -505641.312500 Penalty: 2984.331299
	Iteration 16Q: 3 clusters Score -505641.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -505691.937500 Penalty: 2984.331299
	Iteration 17Q: 3 clusters Score -505691.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -505723.562500 Penalty: 2984.331299
	Iteration 18Q: 3 clusters Score -505723.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -505746.312500 Penalty: 2984.331299
	Iteration 19Q: 3 clusters Score -505746.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -505764.218750 Penalty: 2984.331299
	Iteration 20F: 3 clusters Score -505764.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -505785.562500 Penalty: 2984.331299
	Iteration 21Q: 3 clusters Score -505785.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -505804.437500 Penalty: 2984.331299
	Iteration 22Q: 3 clusters Score -505804.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -505821.125000 Penalty: 2984.331299
	Iteration 23Q: 3 clusters Score -505821.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -505839.531250 Penalty: 2984.331299
	Iteration 24Q: 3 clusters Score -505839.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -505854.125000 Penalty: 2984.331299
	Iteration 25Q: 3 clusters Score -505854.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -505863.062500 Penalty: 2984.331299
	Iteration 26Q: 3 clusters Score -505863.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -505871.156250 Penalty: 2984.331299
	Iteration 27Q: 3 clusters Score -505871.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -505876.250000 Penalty: 2984.331299
	Iteration 28Q: 3 clusters Score -505876.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -505880.406250 Penalty: 2984.331299
	Iteration 29Q: 3 clusters Score -505880.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -505888.187500 Penalty: 2984.331299
	Iteration 30Q: 3 clusters Score -505888.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -505897.781250 Penalty: 2984.331299
	Iteration 31Q: 3 clusters Score -505897.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -505901.812500 Penalty: 2984.331299
	Iteration 32Q: 3 clusters Score -505901.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -505905.531250 Penalty: 2984.331299
	Iteration 33Q: 3 clusters Score -505905.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -505908.750000 Penalty: 2984.331299
	Iteration 34Q: 3 clusters Score -505908.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -505911.312500 Penalty: 2984.331299
	Iteration 35Q: 3 clusters Score -505911.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -505914.843750 Penalty: 2984.331299
	Iteration 36Q: 3 clusters Score -505914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -505915.343750 Penalty: 2984.331299
	Iteration 37Q: 3 clusters Score -505915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -505914.281250 Penalty: 2984.331299
	Iteration 38Q: 3 clusters Score -505914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -505915.093750 Penalty: 2984.331299
	Iteration 39Q: 3 clusters Score -505915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -505916.468750 Penalty: 2984.331299
	Iteration 40F: 3 clusters Score -505916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -505915.625000 Penalty: 2984.331299
	Iteration 41Q: 3 clusters Score -505915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -505915.718750 Penalty: 2984.331299
	Iteration 42Q: 3 clusters Score -505915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -505917.843750 Penalty: 2984.331299
	Iteration 43Q: 3 clusters Score -505917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -505918.875000 Penalty: 2984.331299
	Iteration 44Q: 3 clusters Score -505918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -505919.000000 Penalty: 2984.331299
	Iteration 45Q: 3 clusters Score -505919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -505919.812500 Penalty: 2984.331299
	Iteration 46Q: 3 clusters Score -505919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -505921.375000 Penalty: 2984.331299
	Iteration 47Q: 3 clusters Score -505921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -505921.937500 Penalty: 2984.331299
	Iteration 48Q: 3 clusters Score -505921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -505922.812500 Penalty: 2984.331299
	Iteration 49Q: 3 clusters Score -505922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -505922.812500 Penalty: 2984.331299
	Iteration 50F: 3 clusters Score -505922.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Entering Unmasked Estep 
Score: -494711.625000 Penalty: 1470.137207
	Iteration 0F: 2 clusters Score -494711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -488453.812500 Penalty: 2940.274414
	Iteration 0F: 3 clusters Score -488453.8 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -490427.531250 Penalty: 2940.274414
	Iteration 1F: 3 clusters Score -490427.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -490631.031250 Penalty: 2940.274414
	Iteration 2F: 3 clusters Score -490631 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -490772.937500 Penalty: 2940.274414
	Iteration 3Q: 3 clusters Score -490772.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -490890.687500 Penalty: 2940.274414
	Iteration 4Q: 3 clusters Score -490890.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -491007.781250 Penalty: 2940.274414
	Iteration 5Q: 3 clusters Score -491007.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -491134.093750 Penalty: 2940.274414
	Iteration 6Q: 3 clusters Score -491134.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -491280.593750 Penalty: 2940.274414
	Iteration 7Q: 3 clusters Score -491280.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -491450.781250 Penalty: 2940.274414
	Iteration 8Q: 3 clusters Score -491450.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -491651.750000 Penalty: 2940.274414
	Iteration 9Q: 3 clusters Score -491651.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -491858.156250 Penalty: 2940.274414
	Iteration 10Q: 3 clusters Score -491858.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -492090.937500 Penalty: 2940.274414
	Iteration 11Q: 3 clusters Score -492090.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -492316.718750 Penalty: 2940.274414
	Iteration 12Q: 3 clusters Score -492316.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -492552.125000 Penalty: 2940.274414
	Iteration 13Q: 3 clusters Score -492552.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -492773.343750 Penalty: 2940.274414
	Iteration 14Q: 3 clusters Score -492773.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -492916.312500 Penalty: 2940.274414
	Iteration 15Q: 3 clusters Score -492916.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -493016.343750 Penalty: 2940.274414
	Iteration 16Q: 3 clusters Score -493016.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -493083.250000 Penalty: 2940.274414
	Iteration 17Q: 3 clusters Score -493083.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -493145.562500 Penalty: 2940.274414
	Iteration 18Q: 3 clusters Score -493145.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -493198.656250 Penalty: 2940.274414
	Iteration 19Q: 3 clusters Score -493198.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -493249.343750 Penalty: 2940.274414
	Iteration 20F: 3 clusters Score -493249.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -493300.562500 Penalty: 2940.274414
	Iteration 21Q: 3 clusters Score -493300.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -493350.718750 Penalty: 2940.274414
	Iteration 22Q: 3 clusters Score -493350.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -493404.218750 Penalty: 2940.274414
	Iteration 23Q: 3 clusters Score -493404.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -493454.687500 Penalty: 2940.274414
	Iteration 24Q: 3 clusters Score -493454.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -493513.187500 Penalty: 2940.274414
	Iteration 25Q: 3 clusters Score -493513.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -493571.531250 Penalty: 2940.274414
	Iteration 26Q: 3 clusters Score -493571.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -493616.562500 Penalty: 2940.274414
	Iteration 27Q: 3 clusters Score -493616.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -493651.750000 Penalty: 2940.274414
	Iteration 28Q: 3 clusters Score -493651.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -493677.031250 Penalty: 2940.274414
	Iteration 29Q: 3 clusters Score -493677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -493697.031250 Penalty: 2940.274414
	Iteration 30Q: 3 clusters Score -493697 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -493710.937500 Penalty: 2940.274414
	Iteration 31Q: 3 clusters Score -493710.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -493719.375000 Penalty: 2940.274414
	Iteration 32Q: 3 clusters Score -493719.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -493729.562500 Penalty: 2940.274414
	Iteration 33Q: 3 clusters Score -493729.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -493737.312500 Penalty: 2940.274414
	Iteration 34Q: 3 clusters Score -493737.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -493741.375000 Penalty: 2940.274414
	Iteration 35Q: 3 clusters Score -493741.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -493746.000000 Penalty: 2940.274414
	Iteration 36Q: 3 clusters Score -493746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -493750.437500 Penalty: 2940.274414
	Iteration 37Q: 3 clusters Score -493750.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -493752.625000 Penalty: 2940.274414
	Iteration 38Q: 3 clusters Score -493752.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -493756.125000 Penalty: 2940.274414
	Iteration 39Q: 3 clusters Score -493756.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -493759.375000 Penalty: 2940.274414
	Iteration 40F: 3 clusters Score -493759.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -493762.687500 Penalty: 2940.274414
	Iteration 41Q: 3 clusters Score -493762.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -493765.750000 Penalty: 2940.274414
	Iteration 42Q: 3 clusters Score -493765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -493766.562500 Penalty: 2940.274414
	Iteration 43Q: 3 clusters Score -493766.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -493767.593750 Penalty: 2940.274414
	Iteration 44Q: 3 clusters Score -493767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -493767.593750 Penalty: 2940.274414
	Iteration 45Q: 3 clusters Score -493767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -493767.875000 Penalty: 2940.274414
	Iteration 46Q: 3 clusters Score -493767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -493767.937500 Penalty: 2940.274414
	Iteration 47Q: 3 clusters Score -493767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -493768.968750 Penalty: 2940.274414
	Iteration 48Q: 3 clusters Score -493769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -493768.968750 Penalty: 2940.274414
	Iteration 49F: 3 clusters Score -493769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Entering Unmasked Estep 
Score: -223106.140625 Penalty: 1341.782959
	Iteration 0F: 2 clusters Score -223106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -219856.578125 Penalty: 2683.565918
	Iteration 0F: 3 clusters Score -219856.6 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -220688.437500 Penalty: 2683.565918
	Iteration 1F: 3 clusters Score -220688.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -220838.921875 Penalty: 2683.565918
	Iteration 2F: 3 clusters Score -220838.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -220930.656250 Penalty: 2683.565918
	Iteration 3F: 3 clusters Score -220930.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -220994.171875 Penalty: 2683.565918
	Iteration 4Q: 3 clusters Score -220994.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -221056.359375 Penalty: 2683.565918
	Iteration 5Q: 3 clusters Score -221056.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -221112.421875 Penalty: 2683.565918
	Iteration 6Q: 3 clusters Score -221112.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -221167.187500 Penalty: 2683.565918
	Iteration 7Q: 3 clusters Score -221167.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -221230.156250 Penalty: 2683.565918
	Iteration 8Q: 3 clusters Score -221230.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -221290.390625 Penalty: 2683.565918
	Iteration 9Q: 3 clusters Score -221290.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -221353.203125 Penalty: 2683.565918
	Iteration 10Q: 3 clusters Score -221353.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -221410.218750 Penalty: 2683.565918
	Iteration 11Q: 3 clusters Score -221410.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -221456.687500 Penalty: 2683.565918
	Iteration 12Q: 3 clusters Score -221456.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -221504.609375 Penalty: 2683.565918
	Iteration 13Q: 3 clusters Score -221504.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -221549.515625 Penalty: 2683.565918
	Iteration 14Q: 3 clusters Score -221549.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -221603.562500 Penalty: 2683.565918
	Iteration 15Q: 3 clusters Score -221603.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -221661.703125 Penalty: 2683.565918
	Iteration 16Q: 3 clusters Score -221661.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -221723.875000 Penalty: 2683.565918
	Iteration 17Q: 3 clusters Score -221723.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -221785.312500 Penalty: 2683.565918
	Iteration 18Q: 3 clusters Score -221785.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -221851.796875 Penalty: 2683.565918
	Iteration 19Q: 3 clusters Score -221851.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -221896.796875 Penalty: 2683.565918
	Iteration 20F: 3 clusters Score -221896.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -221924.640625 Penalty: 2683.565918
	Iteration 21Q: 3 clusters Score -221924.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -221946.593750 Penalty: 2683.565918
	Iteration 22Q: 3 clusters Score -221946.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -221957.031250 Penalty: 2683.565918
	Iteration 23Q: 3 clusters Score -221957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -221970.109375 Penalty: 2683.565918
	Iteration 24Q: 3 clusters Score -221970.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -221981.281250 Penalty: 2683.565918
	Iteration 25Q: 3 clusters Score -221981.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -221988.187500 Penalty: 2683.565918
	Iteration 26Q: 3 clusters Score -221988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -221993.921875 Penalty: 2683.565918
	Iteration 27Q: 3 clusters Score -221993.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -221999.500000 Penalty: 2683.565918
	Iteration 28Q: 3 clusters Score -221999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -222002.500000 Penalty: 2683.565918
	Iteration 29Q: 3 clusters Score -222002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -222006.625000 Penalty: 2683.565918
	Iteration 30Q: 3 clusters Score -222006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -222009.890625 Penalty: 2683.565918
	Iteration 31Q: 3 clusters Score -222009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -222011.828125 Penalty: 2683.565918
	Iteration 32Q: 3 clusters Score -222011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -222013.468750 Penalty: 2683.565918
	Iteration 33Q: 3 clusters Score -222013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -222014.875000 Penalty: 2683.565918
	Iteration 34Q: 3 clusters Score -222014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -222015.906250 Penalty: 2683.565918
	Iteration 35Q: 3 clusters Score -222015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -222016.718750 Penalty: 2683.565918
	Iteration 36Q: 3 clusters Score -222016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -222016.421875 Penalty: 2683.565918
	Iteration 37Q: 3 clusters Score -222016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -222016.421875 Penalty: 2683.565918
	Iteration 38F: 3 clusters Score -222016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -2299537.750000 Penalty: 1719.740356
	Iteration 0F: 2 clusters Score -2299538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2273305.750000 Penalty: 3439.480713
	Iteration 0F: 3 clusters Score -2273306 nChanged 18285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2283778.500000 Penalty: 3439.480713
	Iteration 1F: 3 clusters Score -2283778 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2284423.000000 Penalty: 3439.480713
	Iteration 2Q: 3 clusters Score -2284423 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2285129.000000 Penalty: 3439.480713
	Iteration 3Q: 3 clusters Score -2285129 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2285929.000000 Penalty: 3439.480713
	Iteration 4Q: 3 clusters Score -2285929 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2286911.750000 Penalty: 3439.480713
	Iteration 5F: 3 clusters Score -2286912 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2288169.250000 Penalty: 3439.480713
	Iteration 6F: 3 clusters Score -2288169 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2289717.000000 Penalty: 3439.480713
	Iteration 7F: 3 clusters Score -2289717 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2291556.750000 Penalty: 3439.480713
	Iteration 8F: 3 clusters Score -2291557 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2293512.250000 Penalty: 3439.480713
	Iteration 9F: 3 clusters Score -2293512 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2295261.000000 Penalty: 3439.480713
	Iteration 10F: 3 clusters Score -2295261 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2296410.000000 Penalty: 3439.480713
	Iteration 11Q: 3 clusters Score -2296410 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2297120.000000 Penalty: 3439.480713
	Iteration 12Q: 3 clusters Score -2297120 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2297475.750000 Penalty: 3439.480713
	Iteration 13Q: 3 clusters Score -2297476 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2297681.750000 Penalty: 3439.480713
	Iteration 14Q: 3 clusters Score -2297682 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2297831.750000 Penalty: 3439.480713
	Iteration 15Q: 3 clusters Score -2297832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2297934.750000 Penalty: 3439.480713
	Iteration 16Q: 3 clusters Score -2297935 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2298015.250000 Penalty: 3439.480713
	Iteration 17Q: 3 clusters Score -2298015 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2298064.000000 Penalty: 3439.480713
	Iteration 18Q: 3 clusters Score -2298064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2298097.000000 Penalty: 3439.480713
	Iteration 19Q: 3 clusters Score -2298097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2298136.500000 Penalty: 3439.480713
	Iteration 20F: 3 clusters Score -2298136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2298163.000000 Penalty: 3439.480713
	Iteration 21Q: 3 clusters Score -2298163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2298196.250000 Penalty: 3439.480713
	Iteration 22Q: 3 clusters Score -2298196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2298209.250000 Penalty: 3439.480713
	Iteration 23Q: 3 clusters Score -2298209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2298224.250000 Penalty: 3439.480713
	Iteration 24Q: 3 clusters Score -2298224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2298237.750000 Penalty: 3439.480713
	Iteration 25Q: 3 clusters Score -2298238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2298243.000000 Penalty: 3439.480713
	Iteration 26Q: 3 clusters Score -2298243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2298248.250000 Penalty: 3439.480713
	Iteration 27Q: 3 clusters Score -2298248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2298250.750000 Penalty: 3439.480713
	Iteration 28Q: 3 clusters Score -2298251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2298258.000000 Penalty: 3439.480713
	Iteration 29Q: 3 clusters Score -2298258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2298264.250000 Penalty: 3439.480713
	Iteration 30Q: 3 clusters Score -2298264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2298268.000000 Penalty: 3439.480713
	Iteration 31Q: 3 clusters Score -2298268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2298272.750000 Penalty: 3439.480713
	Iteration 32Q: 3 clusters Score -2298273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2298274.000000 Penalty: 3439.480713
	Iteration 33Q: 3 clusters Score -2298274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2298273.500000 Penalty: 3439.480713
	Iteration 34Q: 3 clusters Score -2298274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2298278.000000 Penalty: 3439.480713
	Iteration 35Q: 3 clusters Score -2298278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2298280.250000 Penalty: 3439.480713
	Iteration 36Q: 3 clusters Score -2298280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2298279.250000 Penalty: 3439.480713
	Iteration 37Q: 3 clusters Score -2298279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2298279.750000 Penalty: 3439.480713
	Iteration 38Q: 3 clusters Score -2298280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2298278.750000 Penalty: 3439.480713
	Iteration 39Q: 3 clusters Score -2298279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2298278.750000 Penalty: 3439.480713
	Iteration 40F: 3 clusters Score -2298279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -357396.531250 Penalty: 1428.887939
	Iteration 0F: 2 clusters Score -357396.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -352388.718750 Penalty: 2857.775879
	Iteration 0F: 3 clusters Score -352388.7 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -353889.468750 Penalty: 2857.775879
	Iteration 1F: 3 clusters Score -353889.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -354139.968750 Penalty: 2857.775879
	Iteration 2F: 3 clusters Score -354140 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -354332.406250 Penalty: 2857.775879
	Iteration 3F: 3 clusters Score -354332.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -354516.718750 Penalty: 2857.775879
	Iteration 4Q: 3 clusters Score -354516.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -354676.812500 Penalty: 2857.775879
	Iteration 5Q: 3 clusters Score -354676.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -354846.125000 Penalty: 2857.775879
	Iteration 6Q: 3 clusters Score -354846.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -355037.593750 Penalty: 2857.775879
	Iteration 7Q: 3 clusters Score -355037.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -355226.000000 Penalty: 2857.775879
	Iteration 8Q: 3 clusters Score -355226 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -355384.468750 Penalty: 2857.775879
	Iteration 9Q: 3 clusters Score -355384.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -355514.968750 Penalty: 2857.775879
	Iteration 10Q: 3 clusters Score -355515 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -355608.500000 Penalty: 2857.775879
	Iteration 11Q: 3 clusters Score -355608.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -355696.937500 Penalty: 2857.775879
	Iteration 12Q: 3 clusters Score -355696.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -355778.343750 Penalty: 2857.775879
	Iteration 13Q: 3 clusters Score -355778.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -355858.281250 Penalty: 2857.775879
	Iteration 14Q: 3 clusters Score -355858.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -355924.468750 Penalty: 2857.775879
	Iteration 15Q: 3 clusters Score -355924.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -355999.437500 Penalty: 2857.775879
	Iteration 16Q: 3 clusters Score -355999.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -356076.875000 Penalty: 2857.775879
	Iteration 17Q: 3 clusters Score -356076.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -356155.000000 Penalty: 2857.775879
	Iteration 18Q: 3 clusters Score -356155 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -356237.531250 Penalty: 2857.775879
	Iteration 19Q: 3 clusters Score -356237.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -356313.312500 Penalty: 2857.775879
	Iteration 20F: 3 clusters Score -356313.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -356371.875000 Penalty: 2857.775879
	Iteration 21Q: 3 clusters Score -356371.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -356425.562500 Penalty: 2857.775879
	Iteration 22Q: 3 clusters Score -356425.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -356478.500000 Penalty: 2857.775879
	Iteration 23Q: 3 clusters Score -356478.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -356520.312500 Penalty: 2857.775879
	Iteration 24Q: 3 clusters Score -356520.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -356550.125000 Penalty: 2857.775879
	Iteration 25Q: 3 clusters Score -356550.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -356575.531250 Penalty: 2857.775879
	Iteration 26Q: 3 clusters Score -356575.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -356599.906250 Penalty: 2857.775879
	Iteration 27Q: 3 clusters Score -356599.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -356621.968750 Penalty: 2857.775879
	Iteration 28Q: 3 clusters Score -356622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -356636.343750 Penalty: 2857.775879
	Iteration 29Q: 3 clusters Score -356636.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -356646.593750 Penalty: 2857.775879
	Iteration 30Q: 3 clusters Score -356646.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -356659.562500 Penalty: 2857.775879
	Iteration 31Q: 3 clusters Score -356659.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -356667.750000 Penalty: 2857.775879
	Iteration 32Q: 3 clusters Score -356667.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -356675.718750 Penalty: 2857.775879
	Iteration 33Q: 3 clusters Score -356675.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -356683.687500 Penalty: 2857.775879
	Iteration 34Q: 3 clusters Score -356683.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -356688.531250 Penalty: 2857.775879
	Iteration 35Q: 3 clusters Score -356688.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -356692.156250 Penalty: 2857.775879
	Iteration 36Q: 3 clusters Score -356692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -356694.562500 Penalty: 2857.775879
	Iteration 37Q: 3 clusters Score -356694.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -356698.500000 Penalty: 2857.775879
	Iteration 38Q: 3 clusters Score -356698.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -356701.843750 Penalty: 2857.775879
	Iteration 39Q: 3 clusters Score -356701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -356702.125000 Penalty: 2857.775879
	Iteration 40F: 3 clusters Score -356702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -356704.125000 Penalty: 2857.775879
	Iteration 41Q: 3 clusters Score -356704.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -356706.937500 Penalty: 2857.775879
	Iteration 42Q: 3 clusters Score -356706.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -356708.593750 Penalty: 2857.775879
	Iteration 43Q: 3 clusters Score -356708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -356709.781250 Penalty: 2857.775879
	Iteration 44Q: 3 clusters Score -356709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -356710.625000 Penalty: 2857.775879
	Iteration 45Q: 3 clusters Score -356710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -356710.250000 Penalty: 2857.775879
	Iteration 46Q: 3 clusters Score -356710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -356710.406250 Penalty: 2857.775879
	Iteration 47Q: 3 clusters Score -356710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -356711.906250 Penalty: 2857.775879
	Iteration 48Q: 3 clusters Score -356711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -356711.531250 Penalty: 2857.775879
	Iteration 49Q: 3 clusters Score -356711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -356711.468750 Penalty: 2857.775879
	Iteration 50Q: 3 clusters Score -356711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -356711.531250 Penalty: 2857.775879
	Iteration 51Q: 3 clusters Score -356711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -356711.031250 Penalty: 2857.775879
	Iteration 52Q: 3 clusters Score -356711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -356711.031250 Penalty: 2857.775879
	Iteration 53F: 3 clusters Score -356711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Entering Unmasked Estep 
Score: -671067.250000 Penalty: 1535.315674
	Iteration 0F: 2 clusters Score -671067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -662075.250000 Penalty: 3070.631348
	Iteration 0F: 3 clusters Score -662075.2 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -665070.937500 Penalty: 3070.631348
	Iteration 1F: 3 clusters Score -665070.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -665357.437500 Penalty: 3070.631348
	Iteration 2F: 3 clusters Score -665357.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -665679.937500 Penalty: 3070.631348
	Iteration 3F: 3 clusters Score -665679.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -666041.500000 Penalty: 3070.631348
	Iteration 4F: 3 clusters Score -666041.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -666457.875000 Penalty: 3070.631348
	Iteration 5F: 3 clusters Score -666457.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -666927.625000 Penalty: 3070.631348
	Iteration 6F: 3 clusters Score -666927.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -667438.937500 Penalty: 3070.631348
	Iteration 7F: 3 clusters Score -667438.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -667954.812500 Penalty: 3070.631348
	Iteration 8F: 3 clusters Score -667954.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -668423.812500 Penalty: 3070.631348
	Iteration 9Q: 3 clusters Score -668423.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -668807.625000 Penalty: 3070.631348
	Iteration 10Q: 3 clusters Score -668807.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -669086.875000 Penalty: 3070.631348
	Iteration 11Q: 3 clusters Score -669086.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -669263.375000 Penalty: 3070.631348
	Iteration 12Q: 3 clusters Score -669263.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -669384.437500 Penalty: 3070.631348
	Iteration 13Q: 3 clusters Score -669384.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -669482.312500 Penalty: 3070.631348
	Iteration 14Q: 3 clusters Score -669482.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -669540.875000 Penalty: 3070.631348
	Iteration 15Q: 3 clusters Score -669540.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -669587.562500 Penalty: 3070.631348
	Iteration 16Q: 3 clusters Score -669587.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -669623.500000 Penalty: 3070.631348
	Iteration 17Q: 3 clusters Score -669623.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -669658.687500 Penalty: 3070.631348
	Iteration 18Q: 3 clusters Score -669658.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -669680.187500 Penalty: 3070.631348
	Iteration 19Q: 3 clusters Score -669680.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -669704.187500 Penalty: 3070.631348
	Iteration 20F: 3 clusters Score -669704.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -669726.750000 Penalty: 3070.631348
	Iteration 21Q: 3 clusters Score -669726.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -669745.812500 Penalty: 3070.631348
	Iteration 22Q: 3 clusters Score -669745.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -669761.000000 Penalty: 3070.631348
	Iteration 23Q: 3 clusters Score -669761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -669771.687500 Penalty: 3070.631348
	Iteration 24Q: 3 clusters Score -669771.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -669781.687500 Penalty: 3070.631348
	Iteration 25Q: 3 clusters Score -669781.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -669790.312500 Penalty: 3070.631348
	Iteration 26Q: 3 clusters Score -669790.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -669799.375000 Penalty: 3070.631348
	Iteration 27Q: 3 clusters Score -669799.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -669812.562500 Penalty: 3070.631348
	Iteration 28Q: 3 clusters Score -669812.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -669817.687500 Penalty: 3070.631348
	Iteration 29Q: 3 clusters Score -669817.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -669823.312500 Penalty: 3070.631348
	Iteration 30Q: 3 clusters Score -669823.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -669826.375000 Penalty: 3070.631348
	Iteration 31Q: 3 clusters Score -669826.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -669829.250000 Penalty: 3070.631348
	Iteration 32Q: 3 clusters Score -669829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -669834.312500 Penalty: 3070.631348
	Iteration 33Q: 3 clusters Score -669834.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -669838.500000 Penalty: 3070.631348
	Iteration 34Q: 3 clusters Score -669838.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -669841.375000 Penalty: 3070.631348
	Iteration 35Q: 3 clusters Score -669841.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -669847.062500 Penalty: 3070.631348
	Iteration 36Q: 3 clusters Score -669847.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -669852.750000 Penalty: 3070.631348
	Iteration 37Q: 3 clusters Score -669852.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -669860.500000 Penalty: 3070.631348
	Iteration 38Q: 3 clusters Score -669860.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -669862.750000 Penalty: 3070.631348
	Iteration 39Q: 3 clusters Score -669862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -669867.875000 Penalty: 3070.631348
	Iteration 40F: 3 clusters Score -669867.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -669870.625000 Penalty: 3070.631348
	Iteration 41Q: 3 clusters Score -669870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -669871.812500 Penalty: 3070.631348
	Iteration 42Q: 3 clusters Score -669871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -669874.812500 Penalty: 3070.631348
	Iteration 43Q: 3 clusters Score -669874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -669877.625000 Penalty: 3070.631348
	Iteration 44Q: 3 clusters Score -669877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -669876.250000 Penalty: 3070.631348
	Iteration 45Q: 3 clusters Score -669876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -669879.125000 Penalty: 3070.631348
	Iteration 46Q: 3 clusters Score -669879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -669879.062500 Penalty: 3070.631348
	Iteration 47Q: 3 clusters Score -669879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -669879.875000 Penalty: 3070.631348
	Iteration 48Q: 3 clusters Score -669879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -669879.812500 Penalty: 3070.631348
	Iteration 49Q: 3 clusters Score -669879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -669880.812500 Penalty: 3070.631348
	Iteration 50Q: 3 clusters Score -669880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -669881.937500 Penalty: 3070.631348
	Iteration 51Q: 3 clusters Score -669881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -669880.937500 Penalty: 3070.631348
	Iteration 52Q: 3 clusters Score -669880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -669883.062500 Penalty: 3070.631348
	Iteration 53Q: 3 clusters Score -669883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -669883.375000 Penalty: 3070.631348
	Iteration 54Q: 3 clusters Score -669883.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -669883.000000 Penalty: 3070.631348
	Iteration 55Q: 3 clusters Score -669883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -669883.000000 Penalty: 3070.631348
	Iteration 56F: 3 clusters Score -669883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140828 members 
Entering Unmasked Estep 
Score: -8268668.000000 Penalty: 1926.485352
	Iteration 0F: 2 clusters Score -8268668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -8174034.000000 Penalty: 3852.970703
	Iteration 0F: 3 clusters Score -8174034 nChanged 67966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 70714 members 
Entering Unmasked Estep 
Score: -8212987.500000 Penalty: 3852.970703
	Iteration 1F: 3 clusters Score -8212988 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -8213683.500000 Penalty: 3852.970703
	Iteration 2Q: 3 clusters Score -8213684 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -8214496.000000 Penalty: 3852.970703
	Iteration 3Q: 3 clusters Score -8214496 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -8215617.500000 Penalty: 3852.970703
	Iteration 4Q: 3 clusters Score -8215618 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -8217232.000000 Penalty: 3852.970703
	Iteration 5Q: 3 clusters Score -8217232 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -8219750.000000 Penalty: 3852.970703
	Iteration 6Q: 3 clusters Score -8219750 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -8223585.000000 Penalty: 3852.970703
	Iteration 7F: 3 clusters Score -8223585 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -8229600.000000 Penalty: 3852.970703
	Iteration 8F: 3 clusters Score -8229600 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -8237594.000000 Penalty: 3852.970703
	Iteration 9F: 3 clusters Score -8237594 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 91391 members 
Entering Unmasked Estep 
Score: -8245051.000000 Penalty: 3852.970703
	Iteration 10F: 3 clusters Score -8245051 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -8249410.000000 Penalty: 3852.970703
	Iteration 11Q: 3 clusters Score -8249410 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -8251416.000000 Penalty: 3852.970703
	Iteration 12Q: 3 clusters Score -8251416 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -8252744.500000 Penalty: 3852.970703
	Iteration 13Q: 3 clusters Score -8252744 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -8253908.500000 Penalty: 3852.970703
	Iteration 14Q: 3 clusters Score -8253908 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 103706 members 
Entering Unmasked Estep 
Score: -8254953.000000 Penalty: 3852.970703
	Iteration 15Q: 3 clusters Score -8254953 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -8255871.000000 Penalty: 3852.970703
	Iteration 16Q: 3 clusters Score -8255871 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 107854 members 
Entering Unmasked Estep 
Score: -8256696.000000 Penalty: 3852.970703
	Iteration 17Q: 3 clusters Score -8256696 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 109831 members 
Entering Unmasked Estep 
Score: -8257407.500000 Penalty: 3852.970703
	Iteration 18Q: 3 clusters Score -8257408 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 111770 members 
Entering Unmasked Estep 
Score: -8258050.500000 Penalty: 3852.970703
	Iteration 19Q: 3 clusters Score -8258050 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -8258768.500000 Penalty: 3852.970703
	Iteration 20F: 3 clusters Score -8258768 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 115578 members 
Entering Unmasked Estep 
Score: -8259406.500000 Penalty: 3852.970703
	Iteration 21Q: 3 clusters Score -8259406 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 117428 members 
Entering Unmasked Estep 
Score: -8260058.000000 Penalty: 3852.970703
	Iteration 22Q: 3 clusters Score -8260058 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 119255 members 
Entering Unmasked Estep 
Score: -8260724.000000 Penalty: 3852.970703
	Iteration 23Q: 3 clusters Score -8260724 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 120975 members 
Entering Unmasked Estep 
Score: -8261313.000000 Penalty: 3852.970703
	Iteration 24Q: 3 clusters Score -8261313 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 122669 members 
Entering Unmasked Estep 
Score: -8261893.500000 Penalty: 3852.970703
	Iteration 25Q: 3 clusters Score -8261894 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 124288 members 
Entering Unmasked Estep 
Score: -8262487.500000 Penalty: 3852.970703
	Iteration 26Q: 3 clusters Score -8262488 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 125800 members 
Entering Unmasked Estep 
Score: -8262959.500000 Penalty: 3852.970703
	Iteration 27Q: 3 clusters Score -8262960 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 127240 members 
Entering Unmasked Estep 
Score: -8263580.500000 Penalty: 3852.970703
	Iteration 28Q: 3 clusters Score -8263580 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 128619 members 
Entering Unmasked Estep 
Score: -8264126.500000 Penalty: 3852.970703
	Iteration 29Q: 3 clusters Score -8264126 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 129841 members 
Entering Unmasked Estep 
Score: -8264629.500000 Penalty: 3852.970703
	Iteration 30Q: 3 clusters Score -8264630 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -8265122.500000 Penalty: 3852.970703
	Iteration 31Q: 3 clusters Score -8265122 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 131956 members 
Entering Unmasked Estep 
Score: -8265459.000000 Penalty: 3852.970703
	Iteration 32Q: 3 clusters Score -8265459 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 132811 members 
Entering Unmasked Estep 
Score: -8265795.500000 Penalty: 3852.970703
	Iteration 33Q: 3 clusters Score -8265796 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 133551 members 
Entering Unmasked Estep 
Score: -8266044.500000 Penalty: 3852.970703
	Iteration 34Q: 3 clusters Score -8266044 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 134153 members 
Entering Unmasked Estep 
Score: -8266251.000000 Penalty: 3852.970703
	Iteration 35Q: 3 clusters Score -8266251 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 134688 members 
Entering Unmasked Estep 
Score: -8266434.500000 Penalty: 3852.970703
	Iteration 36Q: 3 clusters Score -8266434 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 135161 members 
Entering Unmasked Estep 
Score: -8266590.000000 Penalty: 3852.970703
	Iteration 37Q: 3 clusters Score -8266590 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 135580 members 
Entering Unmasked Estep 
Score: -8266729.500000 Penalty: 3852.970703
	Iteration 38Q: 3 clusters Score -8266730 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 135943 members 
Entering Unmasked Estep 
Score: -8266832.000000 Penalty: 3852.970703
	Iteration 39Q: 3 clusters Score -8266832 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 136248 members 
Entering Unmasked Estep 
Score: -8266903.000000 Penalty: 3852.970703
	Iteration 40F: 3 clusters Score -8266903 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 136507 members 
Entering Unmasked Estep 
Score: -8266958.500000 Penalty: 3852.970703
	Iteration 41Q: 3 clusters Score -8266958 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 136730 members 
Entering Unmasked Estep 
Score: -8267026.500000 Penalty: 3852.970703
	Iteration 42Q: 3 clusters Score -8267026 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 136928 members 
Entering Unmasked Estep 
Score: -8267083.000000 Penalty: 3852.970703
	Iteration 43Q: 3 clusters Score -8267083 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 137094 members 
Entering Unmasked Estep 
Score: -8267123.500000 Penalty: 3852.970703
	Iteration 44Q: 3 clusters Score -8267124 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 137235 members 
Entering Unmasked Estep 
Score: -8267157.000000 Penalty: 3852.970703
	Iteration 45Q: 3 clusters Score -8267157 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 137387 members 
Entering Unmasked Estep 
Score: -8267178.000000 Penalty: 3852.970703
	Iteration 46Q: 3 clusters Score -8267178 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 137525 members 
Entering Unmasked Estep 
Score: -8267229.000000 Penalty: 3852.970703
	Iteration 47Q: 3 clusters Score -8267229 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 137634 members 
Entering Unmasked Estep 
Score: -8267243.000000 Penalty: 3852.970703
	Iteration 48Q: 3 clusters Score -8267243 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 137731 members 
Entering Unmasked Estep 
Score: -8267269.000000 Penalty: 3852.970703
	Iteration 49Q: 3 clusters Score -8267269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 137812 members 
Entering Unmasked Estep 
Score: -8267266.500000 Penalty: 3852.970703
	Iteration 50Q: 3 clusters Score -8267266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 137881 members 
Entering Unmasked Estep 
Score: -8267278.500000 Penalty: 3852.970703
	Iteration 51Q: 3 clusters Score -8267278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 137943 members 
Entering Unmasked Estep 
Score: -8267288.500000 Penalty: 3852.970703
	Iteration 52Q: 3 clusters Score -8267288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 138011 members 
Entering Unmasked Estep 
Score: -8267289.500000 Penalty: 3852.970703
	Iteration 53Q: 3 clusters Score -8267290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 138073 members 
Entering Unmasked Estep 
Score: -8267293.000000 Penalty: 3852.970703
	Iteration 54Q: 3 clusters Score -8267293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 138113 members 
Entering Unmasked Estep 
Score: -8267323.000000 Penalty: 3852.970703
	Iteration 55Q: 3 clusters Score -8267323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 138147 members 
Entering Unmasked Estep 
Score: -8267333.500000 Penalty: 3852.970703
	Iteration 56Q: 3 clusters Score -8267334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 138174 members 
Entering Unmasked Estep 
Score: -8267330.000000 Penalty: 3852.970703
	Iteration 57Q: 3 clusters Score -8267330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 138199 members 
Entering Unmasked Estep 
Score: -8267345.500000 Penalty: 3852.970703
	Iteration 58Q: 3 clusters Score -8267346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 138230 members 
Entering Unmasked Estep 
Score: -8267365.000000 Penalty: 3852.970703
	Iteration 59Q: 3 clusters Score -8267365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -8267350.000000 Penalty: 3852.970703
	Iteration 60F: 3 clusters Score -8267350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 138283 members 
Entering Unmasked Estep 
Score: -8267346.500000 Penalty: 3852.970703
	Iteration 61Q: 3 clusters Score -8267346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 138302 members 
Entering Unmasked Estep 
Score: -8267353.000000 Penalty: 3852.970703
	Iteration 62Q: 3 clusters Score -8267353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 138320 members 
Entering Unmasked Estep 
Score: -8267352.500000 Penalty: 3852.970703
	Iteration 63Q: 3 clusters Score -8267352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 138338 members 
Entering Unmasked Estep 
Score: -8267362.000000 Penalty: 3852.970703
	Iteration 64Q: 3 clusters Score -8267362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 138362 members 
Entering Unmasked Estep 
Score: -8267354.000000 Penalty: 3852.970703
	Iteration 65Q: 3 clusters Score -8267354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 138382 members 
Entering Unmasked Estep 
Score: -8267343.000000 Penalty: 3852.970703
	Iteration 66Q: 3 clusters Score -8267343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 138394 members 
Entering Unmasked Estep 
Score: -8267355.000000 Penalty: 3852.970703
	Iteration 67Q: 3 clusters Score -8267355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 138415 members 
Entering Unmasked Estep 
Score: -8267364.500000 Penalty: 3852.970703
	Iteration 68Q: 3 clusters Score -8267364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 138427 members 
Entering Unmasked Estep 
Score: -8267361.500000 Penalty: 3852.970703
	Iteration 69Q: 3 clusters Score -8267362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 138442 members 
Entering Unmasked Estep 
Score: -8267372.000000 Penalty: 3852.970703
	Iteration 70Q: 3 clusters Score -8267372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 138449 members 
Entering Unmasked Estep 
Score: -8267369.500000 Penalty: 3852.970703
	Iteration 71Q: 3 clusters Score -8267370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 138457 members 
Entering Unmasked Estep 
Score: -8267375.000000 Penalty: 3852.970703
	Iteration 72Q: 3 clusters Score -8267375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 138465 members 
Entering Unmasked Estep 
Score: -8267376.500000 Penalty: 3852.970703
	Iteration 73Q: 3 clusters Score -8267376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 138472 members 
Entering Unmasked Estep 
Score: -8267370.500000 Penalty: 3852.970703
	Iteration 74Q: 3 clusters Score -8267370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 138477 members 
Entering Unmasked Estep 
Score: -8267368.500000 Penalty: 3852.970703
	Iteration 75Q: 3 clusters Score -8267368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 138482 members 
Entering Unmasked Estep 
Score: -8267368.500000 Penalty: 3852.970703
	Iteration 76Q: 3 clusters Score -8267368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -8267367.000000 Penalty: 3852.970703
	Iteration 77Q: 3 clusters Score -8267367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -8267367.000000 Penalty: 3852.970703
	Iteration 78F: 3 clusters Score -8267367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Entering Unmasked Estep 
Score: -365770.031250 Penalty: 1424.640381
	Iteration 0F: 2 clusters Score -365770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -360895.468750 Penalty: 2849.280762
	Iteration 0F: 3 clusters Score -360895.5 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -362278.687500 Penalty: 2849.280762
	Iteration 1F: 3 clusters Score -362278.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -362507.468750 Penalty: 2849.280762
	Iteration 2F: 3 clusters Score -362507.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -362671.437500 Penalty: 2849.280762
	Iteration 3F: 3 clusters Score -362671.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -362816.968750 Penalty: 2849.280762
	Iteration 4Q: 3 clusters Score -362817 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -362940.562500 Penalty: 2849.280762
	Iteration 5Q: 3 clusters Score -362940.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -363043.437500 Penalty: 2849.280762
	Iteration 6Q: 3 clusters Score -363043.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -363145.031250 Penalty: 2849.280762
	Iteration 7Q: 3 clusters Score -363145 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -363248.343750 Penalty: 2849.280762
	Iteration 8Q: 3 clusters Score -363248.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -363393.250000 Penalty: 2849.280762
	Iteration 9Q: 3 clusters Score -363393.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -363541.687500 Penalty: 2849.280762
	Iteration 10Q: 3 clusters Score -363541.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -363674.656250 Penalty: 2849.280762
	Iteration 11Q: 3 clusters Score -363674.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -363809.906250 Penalty: 2849.280762
	Iteration 12Q: 3 clusters Score -363809.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -363949.062500 Penalty: 2849.280762
	Iteration 13Q: 3 clusters Score -363949.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -364056.281250 Penalty: 2849.280762
	Iteration 14Q: 3 clusters Score -364056.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -364122.531250 Penalty: 2849.280762
	Iteration 15Q: 3 clusters Score -364122.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -364167.062500 Penalty: 2849.280762
	Iteration 16Q: 3 clusters Score -364167.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -364213.625000 Penalty: 2849.280762
	Iteration 17Q: 3 clusters Score -364213.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -364254.375000 Penalty: 2849.280762
	Iteration 18Q: 3 clusters Score -364254.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -364289.937500 Penalty: 2849.280762
	Iteration 19Q: 3 clusters Score -364289.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -364318.812500 Penalty: 2849.280762
	Iteration 20F: 3 clusters Score -364318.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -364343.531250 Penalty: 2849.280762
	Iteration 21Q: 3 clusters Score -364343.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -364361.468750 Penalty: 2849.280762
	Iteration 22Q: 3 clusters Score -364361.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -364375.468750 Penalty: 2849.280762
	Iteration 23Q: 3 clusters Score -364375.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -364390.750000 Penalty: 2849.280762
	Iteration 24Q: 3 clusters Score -364390.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -364406.375000 Penalty: 2849.280762
	Iteration 25Q: 3 clusters Score -364406.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -364421.031250 Penalty: 2849.280762
	Iteration 26Q: 3 clusters Score -364421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -364443.812500 Penalty: 2849.280762
	Iteration 27Q: 3 clusters Score -364443.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -364464.218750 Penalty: 2849.280762
	Iteration 28Q: 3 clusters Score -364464.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -364478.062500 Penalty: 2849.280762
	Iteration 29Q: 3 clusters Score -364478.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -364494.531250 Penalty: 2849.280762
	Iteration 30Q: 3 clusters Score -364494.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -364505.500000 Penalty: 2849.280762
	Iteration 31Q: 3 clusters Score -364505.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -364513.125000 Penalty: 2849.280762
	Iteration 32Q: 3 clusters Score -364513.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -364521.593750 Penalty: 2849.280762
	Iteration 33Q: 3 clusters Score -364521.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -364534.125000 Penalty: 2849.280762
	Iteration 34Q: 3 clusters Score -364534.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -364545.375000 Penalty: 2849.280762
	Iteration 35Q: 3 clusters Score -364545.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -364558.375000 Penalty: 2849.280762
	Iteration 36Q: 3 clusters Score -364558.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -364566.062500 Penalty: 2849.280762
	Iteration 37Q: 3 clusters Score -364566.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -364572.218750 Penalty: 2849.280762
	Iteration 38Q: 3 clusters Score -364572.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -364574.593750 Penalty: 2849.280762
	Iteration 39Q: 3 clusters Score -364574.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -364577.156250 Penalty: 2849.280762
	Iteration 40F: 3 clusters Score -364577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -364578.156250 Penalty: 2849.280762
	Iteration 41Q: 3 clusters Score -364578.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -364580.500000 Penalty: 2849.280762
	Iteration 42Q: 3 clusters Score -364580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -364582.593750 Penalty: 2849.280762
	Iteration 43Q: 3 clusters Score -364582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -364583.718750 Penalty: 2849.280762
	Iteration 44Q: 3 clusters Score -364583.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -364584.531250 Penalty: 2849.280762
	Iteration 45Q: 3 clusters Score -364584.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -364586.062500 Penalty: 2849.280762
	Iteration 46Q: 3 clusters Score -364586.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -364586.281250 Penalty: 2849.280762
	Iteration 47Q: 3 clusters Score -364586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -364587.312500 Penalty: 2849.280762
	Iteration 48Q: 3 clusters Score -364587.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -364588.250000 Penalty: 2849.280762
	Iteration 49Q: 3 clusters Score -364588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -364588.875000 Penalty: 2849.280762
	Iteration 50Q: 3 clusters Score -364588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -364589.218750 Penalty: 2849.280762
	Iteration 51Q: 3 clusters Score -364589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -364590.312500 Penalty: 2849.280762
	Iteration 52Q: 3 clusters Score -364590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -364590.156250 Penalty: 2849.280762
	Iteration 53Q: 3 clusters Score -364590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -364592.000000 Penalty: 2849.280762
	Iteration 54Q: 3 clusters Score -364592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -364591.312500 Penalty: 2849.280762
	Iteration 55Q: 3 clusters Score -364591.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -364591.656250 Penalty: 2849.280762
	Iteration 56Q: 3 clusters Score -364591.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -364593.187500 Penalty: 2849.280762
	Iteration 57Q: 3 clusters Score -364593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -364593.156250 Penalty: 2849.280762
	Iteration 58Q: 3 clusters Score -364593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -364594.062500 Penalty: 2849.280762
	Iteration 59Q: 3 clusters Score -364594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -364595.718750 Penalty: 2849.280762
	Iteration 60F: 3 clusters Score -364595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -364596.250000 Penalty: 2849.280762
	Iteration 61Q: 3 clusters Score -364596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -364595.500000 Penalty: 2849.280762
	Iteration 62Q: 3 clusters Score -364595.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -364595.500000 Penalty: 2849.280762
	Iteration 63F: 3 clusters Score -364595.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Entering Unmasked Estep 
Score: -250855.593750 Penalty: 1359.610840
	Iteration 0F: 2 clusters Score -250855.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -247303.171875 Penalty: 2719.221680
	Iteration 0F: 3 clusters Score -247303.2 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -248224.812500 Penalty: 2719.221680
	Iteration 1F: 3 clusters Score -248224.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -248365.828125 Penalty: 2719.221680
	Iteration 2F: 3 clusters Score -248365.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -248460.750000 Penalty: 2719.221680
	Iteration 3Q: 3 clusters Score -248460.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -248531.203125 Penalty: 2719.221680
	Iteration 4Q: 3 clusters Score -248531.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -248580.312500 Penalty: 2719.221680
	Iteration 5Q: 3 clusters Score -248580.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -248618.468750 Penalty: 2719.221680
	Iteration 6Q: 3 clusters Score -248618.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -248648.906250 Penalty: 2719.221680
	Iteration 7Q: 3 clusters Score -248648.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -248679.125000 Penalty: 2719.221680
	Iteration 8Q: 3 clusters Score -248679.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -248714.640625 Penalty: 2719.221680
	Iteration 9Q: 3 clusters Score -248714.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -248749.546875 Penalty: 2719.221680
	Iteration 10Q: 3 clusters Score -248749.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -248774.546875 Penalty: 2719.221680
	Iteration 11Q: 3 clusters Score -248774.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -248798.375000 Penalty: 2719.221680
	Iteration 12Q: 3 clusters Score -248798.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -248816.515625 Penalty: 2719.221680
	Iteration 13Q: 3 clusters Score -248816.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -248835.796875 Penalty: 2719.221680
	Iteration 14Q: 3 clusters Score -248835.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -248851.593750 Penalty: 2719.221680
	Iteration 15Q: 3 clusters Score -248851.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -248864.484375 Penalty: 2719.221680
	Iteration 16Q: 3 clusters Score -248864.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -248886.750000 Penalty: 2719.221680
	Iteration 17Q: 3 clusters Score -248886.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -248913.343750 Penalty: 2719.221680
	Iteration 18Q: 3 clusters Score -248913.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -248937.671875 Penalty: 2719.221680
	Iteration 19Q: 3 clusters Score -248937.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -248967.062500 Penalty: 2719.221680
	Iteration 20F: 3 clusters Score -248967.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -248999.140625 Penalty: 2719.221680
	Iteration 21Q: 3 clusters Score -248999.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -249023.718750 Penalty: 2719.221680
	Iteration 22Q: 3 clusters Score -249023.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249048.015625 Penalty: 2719.221680
	Iteration 23Q: 3 clusters Score -249048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -249077.937500 Penalty: 2719.221680
	Iteration 24Q: 3 clusters Score -249077.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -249107.015625 Penalty: 2719.221680
	Iteration 25Q: 3 clusters Score -249107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -249134.687500 Penalty: 2719.221680
	Iteration 26Q: 3 clusters Score -249134.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -249169.078125 Penalty: 2719.221680
	Iteration 27Q: 3 clusters Score -249169.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -249204.687500 Penalty: 2719.221680
	Iteration 28Q: 3 clusters Score -249204.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -249244.062500 Penalty: 2719.221680
	Iteration 29Q: 3 clusters Score -249244.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -249280.000000 Penalty: 2719.221680
	Iteration 30Q: 3 clusters Score -249280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -249313.312500 Penalty: 2719.221680
	Iteration 31Q: 3 clusters Score -249313.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -249350.171875 Penalty: 2719.221680
	Iteration 32Q: 3 clusters Score -249350.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -249387.296875 Penalty: 2719.221680
	Iteration 33Q: 3 clusters Score -249387.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -249425.937500 Penalty: 2719.221680
	Iteration 34Q: 3 clusters Score -249425.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -249457.875000 Penalty: 2719.221680
	Iteration 35Q: 3 clusters Score -249457.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -249484.406250 Penalty: 2719.221680
	Iteration 36Q: 3 clusters Score -249484.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -249507.156250 Penalty: 2719.221680
	Iteration 37Q: 3 clusters Score -249507.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -249535.796875 Penalty: 2719.221680
	Iteration 38Q: 3 clusters Score -249535.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -249563.500000 Penalty: 2719.221680
	Iteration 39Q: 3 clusters Score -249563.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -249580.687500 Penalty: 2719.221680
	Iteration 40F: 3 clusters Score -249580.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -249601.609375 Penalty: 2719.221680
	Iteration 41Q: 3 clusters Score -249601.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -249617.921875 Penalty: 2719.221680
	Iteration 42Q: 3 clusters Score -249617.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -249623.656250 Penalty: 2719.221680
	Iteration 43Q: 3 clusters Score -249623.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -249630.265625 Penalty: 2719.221680
	Iteration 44Q: 3 clusters Score -249630.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -249634.453125 Penalty: 2719.221680
	Iteration 45Q: 3 clusters Score -249634.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -249638.203125 Penalty: 2719.221680
	Iteration 46Q: 3 clusters Score -249638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -249639.671875 Penalty: 2719.221680
	Iteration 47Q: 3 clusters Score -249639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -249641.375000 Penalty: 2719.221680
	Iteration 48Q: 3 clusters Score -249641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -249644.703125 Penalty: 2719.221680
	Iteration 49Q: 3 clusters Score -249644.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -249646.140625 Penalty: 2719.221680
	Iteration 50Q: 3 clusters Score -249646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -249647.296875 Penalty: 2719.221680
	Iteration 51Q: 3 clusters Score -249647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -249648.750000 Penalty: 2719.221680
	Iteration 52Q: 3 clusters Score -249648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -249651.984375 Penalty: 2719.221680
	Iteration 53Q: 3 clusters Score -249652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -249654.406250 Penalty: 2719.221680
	Iteration 54Q: 3 clusters Score -249654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -249660.937500 Penalty: 2719.221680
	Iteration 55Q: 3 clusters Score -249660.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -249666.546875 Penalty: 2719.221680
	Iteration 56Q: 3 clusters Score -249666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -249668.546875 Penalty: 2719.221680
	Iteration 57Q: 3 clusters Score -249668.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -249668.546875 Penalty: 2719.221680
	Iteration 58F: 3 clusters Score -249668.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Entering Unmasked Estep 
Score: -5315471.000000 Penalty: 1854.861084
	Iteration 0F: 2 clusters Score -5315471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -5254769.000000 Penalty: 3709.722168
	Iteration 0F: 3 clusters Score -5254769 nChanged 43399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -5280261.500000 Penalty: 3709.722168
	Iteration 1F: 3 clusters Score -5280262 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -5281277.000000 Penalty: 3709.722168
	Iteration 2Q: 3 clusters Score -5281277 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -5282582.500000 Penalty: 3709.722168
	Iteration 3Q: 3 clusters Score -5282582 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -5284445.000000 Penalty: 3709.722168
	Iteration 4Q: 3 clusters Score -5284445 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -5287045.000000 Penalty: 3709.722168
	Iteration 5F: 3 clusters Score -5287045 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -5290750.000000 Penalty: 3709.722168
	Iteration 6F: 3 clusters Score -5290750 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -5295122.000000 Penalty: 3709.722168
	Iteration 7F: 3 clusters Score -5295122 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -5299035.000000 Penalty: 3709.722168
	Iteration 8F: 3 clusters Score -5299035 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -5302274.000000 Penalty: 3709.722168
	Iteration 9Q: 3 clusters Score -5302274 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -5304558.500000 Penalty: 3709.722168
	Iteration 10Q: 3 clusters Score -5304558 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -5306210.500000 Penalty: 3709.722168
	Iteration 11Q: 3 clusters Score -5306210 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -5307602.000000 Penalty: 3709.722168
	Iteration 12Q: 3 clusters Score -5307602 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 82828 members 
Entering Unmasked Estep 
Score: -5308808.000000 Penalty: 3709.722168
	Iteration 13Q: 3 clusters Score -5308808 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -5309857.000000 Penalty: 3709.722168
	Iteration 14Q: 3 clusters Score -5309857 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -5310756.000000 Penalty: 3709.722168
	Iteration 15Q: 3 clusters Score -5310756 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -5311540.000000 Penalty: 3709.722168
	Iteration 16Q: 3 clusters Score -5311540 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -5312194.500000 Penalty: 3709.722168
	Iteration 17Q: 3 clusters Score -5312194 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 88770 members 
Entering Unmasked Estep 
Score: -5312708.000000 Penalty: 3709.722168
	Iteration 18Q: 3 clusters Score -5312708 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -5313120.500000 Penalty: 3709.722168
	Iteration 19Q: 3 clusters Score -5313120 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -5313411.500000 Penalty: 3709.722168
	Iteration 20F: 3 clusters Score -5313412 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -5313608.500000 Penalty: 3709.722168
	Iteration 21Q: 3 clusters Score -5313608 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 90120 members 
Entering Unmasked Estep 
Score: -5313710.500000 Penalty: 3709.722168
	Iteration 22Q: 3 clusters Score -5313710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -5313763.500000 Penalty: 3709.722168
	Iteration 23Q: 3 clusters Score -5313764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -5313792.500000 Penalty: 3709.722168
	Iteration 24Q: 3 clusters Score -5313792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -5313825.500000 Penalty: 3709.722168
	Iteration 25Q: 3 clusters Score -5313826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -5313841.000000 Penalty: 3709.722168
	Iteration 26Q: 3 clusters Score -5313841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -5313855.500000 Penalty: 3709.722168
	Iteration 27Q: 3 clusters Score -5313856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -5313872.000000 Penalty: 3709.722168
	Iteration 28Q: 3 clusters Score -5313872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -5313888.000000 Penalty: 3709.722168
	Iteration 29Q: 3 clusters Score -5313888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -5313889.500000 Penalty: 3709.722168
	Iteration 30Q: 3 clusters Score -5313890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -5313900.500000 Penalty: 3709.722168
	Iteration 31Q: 3 clusters Score -5313900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 90340 members 
Entering Unmasked Estep 
Score: -5313907.000000 Penalty: 3709.722168
	Iteration 32Q: 3 clusters Score -5313907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 90345 members 
Entering Unmasked Estep 
Score: -5313909.500000 Penalty: 3709.722168
	Iteration 33Q: 3 clusters Score -5313910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -5313914.500000 Penalty: 3709.722168
	Iteration 34Q: 3 clusters Score -5313914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -5313924.000000 Penalty: 3709.722168
	Iteration 35Q: 3 clusters Score -5313924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -5313930.000000 Penalty: 3709.722168
	Iteration 36Q: 3 clusters Score -5313930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -5313947.000000 Penalty: 3709.722168
	Iteration 37Q: 3 clusters Score -5313947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -5313950.000000 Penalty: 3709.722168
	Iteration 38Q: 3 clusters Score -5313950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -5313948.500000 Penalty: 3709.722168
	Iteration 39Q: 3 clusters Score -5313948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -5313958.000000 Penalty: 3709.722168
	Iteration 40F: 3 clusters Score -5313958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -5313957.000000 Penalty: 3709.722168
	Iteration 41Q: 3 clusters Score -5313957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -5313961.500000 Penalty: 3709.722168
	Iteration 42Q: 3 clusters Score -5313962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -5313962.000000 Penalty: 3709.722168
	Iteration 43Q: 3 clusters Score -5313962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -5313965.000000 Penalty: 3709.722168
	Iteration 44Q: 3 clusters Score -5313965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -5313965.500000 Penalty: 3709.722168
	Iteration 45Q: 3 clusters Score -5313966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -5313970.500000 Penalty: 3709.722168
	Iteration 46Q: 3 clusters Score -5313970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -5313973.500000 Penalty: 3709.722168
	Iteration 47Q: 3 clusters Score -5313974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -5313972.500000 Penalty: 3709.722168
	Iteration 48Q: 3 clusters Score -5313972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -5313970.500000 Penalty: 3709.722168
	Iteration 49Q: 3 clusters Score -5313970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -5313974.000000 Penalty: 3709.722168
	Iteration 50Q: 3 clusters Score -5313974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -5313978.000000 Penalty: 3709.722168
	Iteration 51Q: 3 clusters Score -5313978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -5313978.000000 Penalty: 3709.722168
	Iteration 52F: 3 clusters Score -5313978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Entering Unmasked Estep 
Score: -850761.562500 Penalty: 1563.001099
	Iteration 0F: 2 clusters Score -850761.6 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 7593 members 
Entering Unmasked Estep 
Score: -840294.937500 Penalty: 3126.002197
	Iteration 0F: 3 clusters Score -840294.9 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -843898.312500 Penalty: 3126.002197
	Iteration 1F: 3 clusters Score -843898.3 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -844195.937500 Penalty: 3126.002197
	Iteration 2F: 3 clusters Score -844195.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -844449.750000 Penalty: 3126.002197
	Iteration 3Q: 3 clusters Score -844449.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -844707.687500 Penalty: 3126.002197
	Iteration 4Q: 3 clusters Score -844707.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -844969.312500 Penalty: 3126.002197
	Iteration 5Q: 3 clusters Score -844969.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -845279.875000 Penalty: 3126.002197
	Iteration 6Q: 3 clusters Score -845279.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -845647.125000 Penalty: 3126.002197
	Iteration 7Q: 3 clusters Score -845647.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -846146.875000 Penalty: 3126.002197
	Iteration 8F: 3 clusters Score -846146.9 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -846792.812500 Penalty: 3126.002197
	Iteration 9F: 3 clusters Score -846792.8 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -847541.187500 Penalty: 3126.002197
	Iteration 10F: 3 clusters Score -847541.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -848170.625000 Penalty: 3126.002197
	Iteration 11Q: 3 clusters Score -848170.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -848628.500000 Penalty: 3126.002197
	Iteration 12Q: 3 clusters Score -848628.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -848972.562500 Penalty: 3126.002197
	Iteration 13Q: 3 clusters Score -848972.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -849181.187500 Penalty: 3126.002197
	Iteration 14Q: 3 clusters Score -849181.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -849325.250000 Penalty: 3126.002197
	Iteration 15Q: 3 clusters Score -849325.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -849436.437500 Penalty: 3126.002197
	Iteration 16Q: 3 clusters Score -849436.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -849506.125000 Penalty: 3126.002197
	Iteration 17Q: 3 clusters Score -849506.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -849542.687500 Penalty: 3126.002197
	Iteration 18Q: 3 clusters Score -849542.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -849561.187500 Penalty: 3126.002197
	Iteration 19Q: 3 clusters Score -849561.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -849578.750000 Penalty: 3126.002197
	Iteration 20F: 3 clusters Score -849578.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -849594.125000 Penalty: 3126.002197
	Iteration 21Q: 3 clusters Score -849594.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -849618.000000 Penalty: 3126.002197
	Iteration 22Q: 3 clusters Score -849618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -849631.812500 Penalty: 3126.002197
	Iteration 23Q: 3 clusters Score -849631.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -849643.312500 Penalty: 3126.002197
	Iteration 24Q: 3 clusters Score -849643.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -849653.312500 Penalty: 3126.002197
	Iteration 25Q: 3 clusters Score -849653.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -849658.000000 Penalty: 3126.002197
	Iteration 26Q: 3 clusters Score -849658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -849659.625000 Penalty: 3126.002197
	Iteration 27Q: 3 clusters Score -849659.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -849662.062500 Penalty: 3126.002197
	Iteration 28Q: 3 clusters Score -849662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -849664.375000 Penalty: 3126.002197
	Iteration 29Q: 3 clusters Score -849664.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -849669.125000 Penalty: 3126.002197
	Iteration 30Q: 3 clusters Score -849669.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -849671.375000 Penalty: 3126.002197
	Iteration 31Q: 3 clusters Score -849671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -849672.562500 Penalty: 3126.002197
	Iteration 32Q: 3 clusters Score -849672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -849672.937500 Penalty: 3126.002197
	Iteration 33Q: 3 clusters Score -849672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -849672.937500 Penalty: 3126.002197
	Iteration 34F: 3 clusters Score -849672.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -120427.742188 Penalty: 1252.835449
	Iteration 0F: 2 clusters Score -120427.7 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 1102 members 
Entering Unmasked Estep 
Score: -118169.343750 Penalty: 2505.670898
	Iteration 0F: 3 clusters Score -118169.3 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -118706.640625 Penalty: 2505.670898
	Iteration 1F: 3 clusters Score -118706.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -118837.851562 Penalty: 2505.670898
	Iteration 2F: 3 clusters Score -118837.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -118917.937500 Penalty: 2505.670898
	Iteration 3F: 3 clusters Score -118917.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -118961.929688 Penalty: 2505.670898
	Iteration 4Q: 3 clusters Score -118961.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -118997.312500 Penalty: 2505.670898
	Iteration 5Q: 3 clusters Score -118997.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -119025.750000 Penalty: 2505.670898
	Iteration 6Q: 3 clusters Score -119025.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -119040.992188 Penalty: 2505.670898
	Iteration 7Q: 3 clusters Score -119041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -119057.476562 Penalty: 2505.670898
	Iteration 8Q: 3 clusters Score -119057.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -119071.890625 Penalty: 2505.670898
	Iteration 9Q: 3 clusters Score -119071.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -119083.562500 Penalty: 2505.670898
	Iteration 10Q: 3 clusters Score -119083.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -119092.875000 Penalty: 2505.670898
	Iteration 11Q: 3 clusters Score -119092.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -119100.445312 Penalty: 2505.670898
	Iteration 12Q: 3 clusters Score -119100.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -119107.992188 Penalty: 2505.670898
	Iteration 13Q: 3 clusters Score -119108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119115.000000 Penalty: 2505.670898
	Iteration 14Q: 3 clusters Score -119115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -119121.000000 Penalty: 2505.670898
	Iteration 15Q: 3 clusters Score -119121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -119123.617188 Penalty: 2505.670898
	Iteration 16Q: 3 clusters Score -119123.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -119128.671875 Penalty: 2505.670898
	Iteration 17Q: 3 clusters Score -119128.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -119132.820312 Penalty: 2505.670898
	Iteration 18Q: 3 clusters Score -119132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -119134.250000 Penalty: 2505.670898
	Iteration 19Q: 3 clusters Score -119134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -119135.968750 Penalty: 2505.670898
	Iteration 20F: 3 clusters Score -119136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -119136.585938 Penalty: 2505.670898
	Iteration 21Q: 3 clusters Score -119136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -119136.984375 Penalty: 2505.670898
	Iteration 22Q: 3 clusters Score -119137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -119136.984375 Penalty: 2505.670898
	Iteration 23F: 3 clusters Score -119137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -205634.578125 Penalty: 1334.850586
	Iteration 0F: 2 clusters Score -205634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -202538.156250 Penalty: 2669.701172
	Iteration 0F: 3 clusters Score -202538.2 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -203318.812500 Penalty: 2669.701172
	Iteration 1F: 3 clusters Score -203318.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -203472.015625 Penalty: 2669.701172
	Iteration 2F: 3 clusters Score -203472 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -203556.812500 Penalty: 2669.701172
	Iteration 3Q: 3 clusters Score -203556.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -203622.078125 Penalty: 2669.701172
	Iteration 4Q: 3 clusters Score -203622.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -203699.640625 Penalty: 2669.701172
	Iteration 5Q: 3 clusters Score -203699.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -203765.953125 Penalty: 2669.701172
	Iteration 6Q: 3 clusters Score -203766 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -203835.390625 Penalty: 2669.701172
	Iteration 7Q: 3 clusters Score -203835.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -203927.296875 Penalty: 2669.701172
	Iteration 8Q: 3 clusters Score -203927.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -204039.515625 Penalty: 2669.701172
	Iteration 9Q: 3 clusters Score -204039.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -204129.359375 Penalty: 2669.701172
	Iteration 10Q: 3 clusters Score -204129.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -204204.296875 Penalty: 2669.701172
	Iteration 11Q: 3 clusters Score -204204.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -204284.875000 Penalty: 2669.701172
	Iteration 12Q: 3 clusters Score -204284.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -204350.531250 Penalty: 2669.701172
	Iteration 13Q: 3 clusters Score -204350.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -204397.718750 Penalty: 2669.701172
	Iteration 14Q: 3 clusters Score -204397.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204431.359375 Penalty: 2669.701172
	Iteration 15Q: 3 clusters Score -204431.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -204464.843750 Penalty: 2669.701172
	Iteration 16Q: 3 clusters Score -204464.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -204489.140625 Penalty: 2669.701172
	Iteration 17Q: 3 clusters Score -204489.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -204503.203125 Penalty: 2669.701172
	Iteration 18Q: 3 clusters Score -204503.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -204518.421875 Penalty: 2669.701172
	Iteration 19Q: 3 clusters Score -204518.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -204525.625000 Penalty: 2669.701172
	Iteration 20F: 3 clusters Score -204525.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -204533.203125 Penalty: 2669.701172
	Iteration 21Q: 3 clusters Score -204533.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -204541.656250 Penalty: 2669.701172
	Iteration 22Q: 3 clusters Score -204541.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -204546.843750 Penalty: 2669.701172
	Iteration 23Q: 3 clusters Score -204546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -204551.265625 Penalty: 2669.701172
	Iteration 24Q: 3 clusters Score -204551.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -204555.875000 Penalty: 2669.701172
	Iteration 25Q: 3 clusters Score -204555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -204558.562500 Penalty: 2669.701172
	Iteration 26Q: 3 clusters Score -204558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -204561.687500 Penalty: 2669.701172
	Iteration 27Q: 3 clusters Score -204561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -204565.265625 Penalty: 2669.701172
	Iteration 28Q: 3 clusters Score -204565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -204568.593750 Penalty: 2669.701172
	Iteration 29Q: 3 clusters Score -204568.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -204571.546875 Penalty: 2669.701172
	Iteration 30Q: 3 clusters Score -204571.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -204574.875000 Penalty: 2669.701172
	Iteration 31Q: 3 clusters Score -204574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -204576.031250 Penalty: 2669.701172
	Iteration 32Q: 3 clusters Score -204576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -204577.453125 Penalty: 2669.701172
	Iteration 33Q: 3 clusters Score -204577.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -204579.562500 Penalty: 2669.701172
	Iteration 34Q: 3 clusters Score -204579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -204580.234375 Penalty: 2669.701172
	Iteration 35Q: 3 clusters Score -204580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -204582.500000 Penalty: 2669.701172
	Iteration 36Q: 3 clusters Score -204582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -204582.843750 Penalty: 2669.701172
	Iteration 37Q: 3 clusters Score -204582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -204583.812500 Penalty: 2669.701172
	Iteration 38Q: 3 clusters Score -204583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -204584.406250 Penalty: 2669.701172
	Iteration 39Q: 3 clusters Score -204584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -204584.875000 Penalty: 2669.701172
	Iteration 40F: 3 clusters Score -204584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Entering Unmasked Estep 
Score: -1463095.875000 Penalty: 1662.019897
	Iteration 0F: 2 clusters Score -1463096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1444439.625000 Penalty: 3324.039795
	Iteration 0F: 3 clusters Score -1444440 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1451856.000000 Penalty: 3324.039795
	Iteration 1F: 3 clusters Score -1451856 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1452514.625000 Penalty: 3324.039795
	Iteration 2F: 3 clusters Score -1452515 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1453240.375000 Penalty: 3324.039795
	Iteration 3F: 3 clusters Score -1453240 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1454112.250000 Penalty: 3324.039795
	Iteration 4F: 3 clusters Score -1454112 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1455135.250000 Penalty: 3324.039795
	Iteration 5F: 3 clusters Score -1455135 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1456284.125000 Penalty: 3324.039795
	Iteration 6F: 3 clusters Score -1456284 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1457238.500000 Penalty: 3324.039795
	Iteration 7F: 3 clusters Score -1457238 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1457955.000000 Penalty: 3324.039795
	Iteration 8Q: 3 clusters Score -1457955 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1458391.250000 Penalty: 3324.039795
	Iteration 9Q: 3 clusters Score -1458391 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1458670.000000 Penalty: 3324.039795
	Iteration 10Q: 3 clusters Score -1458670 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1458859.375000 Penalty: 3324.039795
	Iteration 11Q: 3 clusters Score -1458859 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1459012.000000 Penalty: 3324.039795
	Iteration 12Q: 3 clusters Score -1459012 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1459138.250000 Penalty: 3324.039795
	Iteration 13Q: 3 clusters Score -1459138 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1459261.625000 Penalty: 3324.039795
	Iteration 14Q: 3 clusters Score -1459262 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1459383.750000 Penalty: 3324.039795
	Iteration 15Q: 3 clusters Score -1459384 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1459527.375000 Penalty: 3324.039795
	Iteration 16Q: 3 clusters Score -1459527 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1459660.125000 Penalty: 3324.039795
	Iteration 17Q: 3 clusters Score -1459660 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1459787.375000 Penalty: 3324.039795
	Iteration 18Q: 3 clusters Score -1459787 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1459926.500000 Penalty: 3324.039795
	Iteration 19Q: 3 clusters Score -1459926 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1460034.500000 Penalty: 3324.039795
	Iteration 20F: 3 clusters Score -1460034 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1460135.250000 Penalty: 3324.039795
	Iteration 21Q: 3 clusters Score -1460135 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1460261.875000 Penalty: 3324.039795
	Iteration 22Q: 3 clusters Score -1460262 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1460379.375000 Penalty: 3324.039795
	Iteration 23Q: 3 clusters Score -1460379 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1460478.500000 Penalty: 3324.039795
	Iteration 24Q: 3 clusters Score -1460478 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1460575.250000 Penalty: 3324.039795
	Iteration 25Q: 3 clusters Score -1460575 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1460683.625000 Penalty: 3324.039795
	Iteration 26Q: 3 clusters Score -1460684 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1460793.250000 Penalty: 3324.039795
	Iteration 27Q: 3 clusters Score -1460793 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1460921.750000 Penalty: 3324.039795
	Iteration 28Q: 3 clusters Score -1460922 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1461034.500000 Penalty: 3324.039795
	Iteration 29Q: 3 clusters Score -1461034 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1461146.875000 Penalty: 3324.039795
	Iteration 30Q: 3 clusters Score -1461147 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1461254.375000 Penalty: 3324.039795
	Iteration 31Q: 3 clusters Score -1461254 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1461363.250000 Penalty: 3324.039795
	Iteration 32Q: 3 clusters Score -1461363 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1461448.875000 Penalty: 3324.039795
	Iteration 33Q: 3 clusters Score -1461449 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1461524.875000 Penalty: 3324.039795
	Iteration 34Q: 3 clusters Score -1461525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1461556.000000 Penalty: 3324.039795
	Iteration 35Q: 3 clusters Score -1461556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1461580.750000 Penalty: 3324.039795
	Iteration 36Q: 3 clusters Score -1461581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1461606.250000 Penalty: 3324.039795
	Iteration 37Q: 3 clusters Score -1461606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1461620.125000 Penalty: 3324.039795
	Iteration 38Q: 3 clusters Score -1461620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1461635.250000 Penalty: 3324.039795
	Iteration 39Q: 3 clusters Score -1461635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1461647.875000 Penalty: 3324.039795
	Iteration 40F: 3 clusters Score -1461648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1461659.375000 Penalty: 3324.039795
	Iteration 41Q: 3 clusters Score -1461659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1461668.750000 Penalty: 3324.039795
	Iteration 42Q: 3 clusters Score -1461669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1461677.875000 Penalty: 3324.039795
	Iteration 43Q: 3 clusters Score -1461678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1461680.500000 Penalty: 3324.039795
	Iteration 44Q: 3 clusters Score -1461680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1461685.625000 Penalty: 3324.039795
	Iteration 45Q: 3 clusters Score -1461686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1461690.875000 Penalty: 3324.039795
	Iteration 46Q: 3 clusters Score -1461691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1461695.875000 Penalty: 3324.039795
	Iteration 47Q: 3 clusters Score -1461696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1461706.875000 Penalty: 3324.039795
	Iteration 48Q: 3 clusters Score -1461707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1461712.500000 Penalty: 3324.039795
	Iteration 49Q: 3 clusters Score -1461712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1461714.250000 Penalty: 3324.039795
	Iteration 50Q: 3 clusters Score -1461714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1461720.000000 Penalty: 3324.039795
	Iteration 51Q: 3 clusters Score -1461720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1461722.375000 Penalty: 3324.039795
	Iteration 52Q: 3 clusters Score -1461722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1461727.000000 Penalty: 3324.039795
	Iteration 53Q: 3 clusters Score -1461727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1461733.875000 Penalty: 3324.039795
	Iteration 54Q: 3 clusters Score -1461734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1461738.625000 Penalty: 3324.039795
	Iteration 55Q: 3 clusters Score -1461739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1461740.625000 Penalty: 3324.039795
	Iteration 56Q: 3 clusters Score -1461741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1461741.875000 Penalty: 3324.039795
	Iteration 57Q: 3 clusters Score -1461742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1461744.875000 Penalty: 3324.039795
	Iteration 58Q: 3 clusters Score -1461745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1461745.250000 Penalty: 3324.039795
	Iteration 59Q: 3 clusters Score -1461745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1461745.125000 Penalty: 3324.039795
	Iteration 60F: 3 clusters Score -1461745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1461749.000000 Penalty: 3324.039795
	Iteration 61Q: 3 clusters Score -1461749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1461748.000000 Penalty: 3324.039795
	Iteration 62Q: 3 clusters Score -1461748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1461750.500000 Penalty: 3324.039795
	Iteration 63Q: 3 clusters Score -1461750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1461752.375000 Penalty: 3324.039795
	Iteration 64Q: 3 clusters Score -1461752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1461750.875000 Penalty: 3324.039795
	Iteration 65Q: 3 clusters Score -1461751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1461750.500000 Penalty: 3324.039795
	Iteration 66Q: 3 clusters Score -1461750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1461748.250000 Penalty: 3324.039795
	Iteration 67Q: 3 clusters Score -1461748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1461748.250000 Penalty: 3324.039795
	Iteration 68F: 3 clusters Score -1461748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -95592.992188 Penalty: 1209.405029
	Iteration 0F: 2 clusters Score -95592.99 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 830 members 
Entering Unmasked Estep 
Score: -93700.656250 Penalty: 2418.810059
	Iteration 0F: 3 clusters Score -93700.66 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -94141.578125 Penalty: 2418.810059
	Iteration 1F: 3 clusters Score -94141.58 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -94306.953125 Penalty: 2418.810059
	Iteration 2F: 3 clusters Score -94306.95 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -94466.515625 Penalty: 2418.810059
	Iteration 3F: 3 clusters Score -94466.52 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -94612.945312 Penalty: 2418.810059
	Iteration 4F: 3 clusters Score -94612.95 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -94716.953125 Penalty: 2418.810059
	Iteration 5Q: 3 clusters Score -94716.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -94837.703125 Penalty: 2418.810059
	Iteration 6Q: 3 clusters Score -94837.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -94949.195312 Penalty: 2418.810059
	Iteration 7Q: 3 clusters Score -94949.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -95072.898438 Penalty: 2418.810059
	Iteration 8Q: 3 clusters Score -95072.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -95149.804688 Penalty: 2418.810059
	Iteration 9Q: 3 clusters Score -95149.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -95184.492188 Penalty: 2418.810059
	Iteration 10Q: 3 clusters Score -95184.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -95197.851562 Penalty: 2418.810059
	Iteration 11Q: 3 clusters Score -95197.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -95205.914062 Penalty: 2418.810059
	Iteration 12Q: 3 clusters Score -95205.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -95209.289062 Penalty: 2418.810059
	Iteration 13Q: 3 clusters Score -95209.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -95211.078125 Penalty: 2418.810059
	Iteration 14Q: 3 clusters Score -95211.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -95212.476562 Penalty: 2418.810059
	Iteration 15Q: 3 clusters Score -95212.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -95215.351562 Penalty: 2418.810059
	Iteration 16Q: 3 clusters Score -95215.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -95215.718750 Penalty: 2418.810059
	Iteration 17Q: 3 clusters Score -95215.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -95216.148438 Penalty: 2418.810059
	Iteration 18Q: 3 clusters Score -95216.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -95216.453125 Penalty: 2418.810059
	Iteration 19Q: 3 clusters Score -95216.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -95216.453125 Penalty: 2418.810059
	Iteration 20F: 3 clusters Score -95216.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Entering Unmasked Estep 
Score: -767064.687500 Penalty: 1542.654907
	Iteration 0F: 2 clusters Score -767064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -757911.125000 Penalty: 3085.309814
	Iteration 0F: 3 clusters Score -757911.1 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -761026.937500 Penalty: 3085.309814
	Iteration 1F: 3 clusters Score -761026.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -761374.250000 Penalty: 3085.309814
	Iteration 2F: 3 clusters Score -761374.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -761766.500000 Penalty: 3085.309814
	Iteration 3F: 3 clusters Score -761766.5 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -762152.750000 Penalty: 3085.309814
	Iteration 4F: 3 clusters Score -762152.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -762528.187500 Penalty: 3085.309814
	Iteration 5F: 3 clusters Score -762528.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -762921.062500 Penalty: 3085.309814
	Iteration 6Q: 3 clusters Score -762921.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -763332.125000 Penalty: 3085.309814
	Iteration 7Q: 3 clusters Score -763332.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -763737.562500 Penalty: 3085.309814
	Iteration 8Q: 3 clusters Score -763737.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -764118.562500 Penalty: 3085.309814
	Iteration 9Q: 3 clusters Score -764118.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -764400.937500 Penalty: 3085.309814
	Iteration 10Q: 3 clusters Score -764400.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -764577.687500 Penalty: 3085.309814
	Iteration 11Q: 3 clusters Score -764577.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -764701.875000 Penalty: 3085.309814
	Iteration 12Q: 3 clusters Score -764701.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -764788.062500 Penalty: 3085.309814
	Iteration 13Q: 3 clusters Score -764788.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -764868.250000 Penalty: 3085.309814
	Iteration 14Q: 3 clusters Score -764868.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -764949.875000 Penalty: 3085.309814
	Iteration 15Q: 3 clusters Score -764949.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -765016.562500 Penalty: 3085.309814
	Iteration 16Q: 3 clusters Score -765016.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -765072.375000 Penalty: 3085.309814
	Iteration 17Q: 3 clusters Score -765072.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -765128.562500 Penalty: 3085.309814
	Iteration 18Q: 3 clusters Score -765128.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -765188.000000 Penalty: 3085.309814
	Iteration 19Q: 3 clusters Score -765188 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -765241.000000 Penalty: 3085.309814
	Iteration 20F: 3 clusters Score -765241 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -765278.625000 Penalty: 3085.309814
	Iteration 21Q: 3 clusters Score -765278.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -765308.437500 Penalty: 3085.309814
	Iteration 22Q: 3 clusters Score -765308.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -765332.375000 Penalty: 3085.309814
	Iteration 23Q: 3 clusters Score -765332.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -765358.250000 Penalty: 3085.309814
	Iteration 24Q: 3 clusters Score -765358.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -765385.000000 Penalty: 3085.309814
	Iteration 25Q: 3 clusters Score -765385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -765404.000000 Penalty: 3085.309814
	Iteration 26Q: 3 clusters Score -765404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -765420.687500 Penalty: 3085.309814
	Iteration 27Q: 3 clusters Score -765420.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -765433.312500 Penalty: 3085.309814
	Iteration 28Q: 3 clusters Score -765433.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -765442.875000 Penalty: 3085.309814
	Iteration 29Q: 3 clusters Score -765442.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -765454.937500 Penalty: 3085.309814
	Iteration 30Q: 3 clusters Score -765454.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -765465.562500 Penalty: 3085.309814
	Iteration 31Q: 3 clusters Score -765465.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -765477.875000 Penalty: 3085.309814
	Iteration 32Q: 3 clusters Score -765477.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -765491.125000 Penalty: 3085.309814
	Iteration 33Q: 3 clusters Score -765491.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -765498.687500 Penalty: 3085.309814
	Iteration 34Q: 3 clusters Score -765498.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -765508.875000 Penalty: 3085.309814
	Iteration 35Q: 3 clusters Score -765508.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -765513.562500 Penalty: 3085.309814
	Iteration 36Q: 3 clusters Score -765513.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -765514.187500 Penalty: 3085.309814
	Iteration 37Q: 3 clusters Score -765514.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -765518.375000 Penalty: 3085.309814
	Iteration 38Q: 3 clusters Score -765518.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -765521.187500 Penalty: 3085.309814
	Iteration 39Q: 3 clusters Score -765521.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -765528.625000 Penalty: 3085.309814
	Iteration 40F: 3 clusters Score -765528.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -765533.500000 Penalty: 3085.309814
	Iteration 41Q: 3 clusters Score -765533.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -765538.125000 Penalty: 3085.309814
	Iteration 42Q: 3 clusters Score -765538.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -765539.375000 Penalty: 3085.309814
	Iteration 43Q: 3 clusters Score -765539.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -765541.000000 Penalty: 3085.309814
	Iteration 44Q: 3 clusters Score -765541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -765542.000000 Penalty: 3085.309814
	Iteration 45Q: 3 clusters Score -765542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -765546.250000 Penalty: 3085.309814
	Iteration 46Q: 3 clusters Score -765546.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -765548.375000 Penalty: 3085.309814
	Iteration 47Q: 3 clusters Score -765548.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -765550.812500 Penalty: 3085.309814
	Iteration 48Q: 3 clusters Score -765550.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -765553.562500 Penalty: 3085.309814
	Iteration 49Q: 3 clusters Score -765553.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -765556.312500 Penalty: 3085.309814
	Iteration 50Q: 3 clusters Score -765556.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -765565.125000 Penalty: 3085.309814
	Iteration 51Q: 3 clusters Score -765565.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -765569.375000 Penalty: 3085.309814
	Iteration 52Q: 3 clusters Score -765569.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -765571.000000 Penalty: 3085.309814
	Iteration 53Q: 3 clusters Score -765571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -765569.000000 Penalty: 3085.309814
	Iteration 54Q: 3 clusters Score -765569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -765570.500000 Penalty: 3085.309814
	Iteration 55Q: 3 clusters Score -765570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -765573.187500 Penalty: 3085.309814
	Iteration 56Q: 3 clusters Score -765573.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -765575.750000 Penalty: 3085.309814
	Iteration 57Q: 3 clusters Score -765575.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -765577.437500 Penalty: 3085.309814
	Iteration 58Q: 3 clusters Score -765577.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -765579.750000 Penalty: 3085.309814
	Iteration 59Q: 3 clusters Score -765579.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -765582.562500 Penalty: 3085.309814
	Iteration 60F: 3 clusters Score -765582.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -765588.875000 Penalty: 3085.309814
	Iteration 61Q: 3 clusters Score -765588.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -765593.187500 Penalty: 3085.309814
	Iteration 62Q: 3 clusters Score -765593.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -765601.437500 Penalty: 3085.309814
	Iteration 63Q: 3 clusters Score -765601.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -765610.125000 Penalty: 3085.309814
	Iteration 64Q: 3 clusters Score -765610.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -765614.312500 Penalty: 3085.309814
	Iteration 65Q: 3 clusters Score -765614.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -765619.500000 Penalty: 3085.309814
	Iteration 66Q: 3 clusters Score -765619.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -765621.187500 Penalty: 3085.309814
	Iteration 67Q: 3 clusters Score -765621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -765625.312500 Penalty: 3085.309814
	Iteration 68Q: 3 clusters Score -765625.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -765629.562500 Penalty: 3085.309814
	Iteration 69Q: 3 clusters Score -765629.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -765634.125000 Penalty: 3085.309814
	Iteration 70Q: 3 clusters Score -765634.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -765640.250000 Penalty: 3085.309814
	Iteration 71Q: 3 clusters Score -765640.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -765647.687500 Penalty: 3085.309814
	Iteration 72Q: 3 clusters Score -765647.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -765658.625000 Penalty: 3085.309814
	Iteration 73Q: 3 clusters Score -765658.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -765662.937500 Penalty: 3085.309814
	Iteration 74Q: 3 clusters Score -765662.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -765664.875000 Penalty: 3085.309814
	Iteration 75Q: 3 clusters Score -765664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -765671.625000 Penalty: 3085.309814
	Iteration 76Q: 3 clusters Score -765671.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -765676.875000 Penalty: 3085.309814
	Iteration 77Q: 3 clusters Score -765676.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -765685.437500 Penalty: 3085.309814
	Iteration 78Q: 3 clusters Score -765685.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -765693.375000 Penalty: 3085.309814
	Iteration 79Q: 3 clusters Score -765693.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -765700.000000 Penalty: 3085.309814
	Iteration 80F: 3 clusters Score -765700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -765713.750000 Penalty: 3085.309814
	Iteration 81Q: 3 clusters Score -765713.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -765722.375000 Penalty: 3085.309814
	Iteration 82Q: 3 clusters Score -765722.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -765731.875000 Penalty: 3085.309814
	Iteration 83Q: 3 clusters Score -765731.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -765740.687500 Penalty: 3085.309814
	Iteration 84Q: 3 clusters Score -765740.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -765749.437500 Penalty: 3085.309814
	Iteration 85Q: 3 clusters Score -765749.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -765760.562500 Penalty: 3085.309814
	Iteration 86Q: 3 clusters Score -765760.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -765767.812500 Penalty: 3085.309814
	Iteration 87Q: 3 clusters Score -765767.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -765774.437500 Penalty: 3085.309814
	Iteration 88Q: 3 clusters Score -765774.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -765780.812500 Penalty: 3085.309814
	Iteration 89Q: 3 clusters Score -765780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -765791.125000 Penalty: 3085.309814
	Iteration 90Q: 3 clusters Score -765791.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -765799.125000 Penalty: 3085.309814
	Iteration 91Q: 3 clusters Score -765799.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -765802.312500 Penalty: 3085.309814
	Iteration 92Q: 3 clusters Score -765802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -765805.125000 Penalty: 3085.309814
	Iteration 93Q: 3 clusters Score -765805.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -765809.250000 Penalty: 3085.309814
	Iteration 94Q: 3 clusters Score -765809.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -765811.687500 Penalty: 3085.309814
	Iteration 95Q: 3 clusters Score -765811.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -765816.125000 Penalty: 3085.309814
	Iteration 96Q: 3 clusters Score -765816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -765819.937500 Penalty: 3085.309814
	Iteration 97Q: 3 clusters Score -765819.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -765822.750000 Penalty: 3085.309814
	Iteration 98Q: 3 clusters Score -765822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -765824.062500 Penalty: 3085.309814
	Iteration 99Q: 3 clusters Score -765824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -765827.562500 Penalty: 3085.309814
	Iteration 100F: 3 clusters Score -765827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -765829.687500 Penalty: 3085.309814
	Iteration 101Q: 3 clusters Score -765829.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -765828.875000 Penalty: 3085.309814
	Iteration 102Q: 3 clusters Score -765828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -765831.375000 Penalty: 3085.309814
	Iteration 103Q: 3 clusters Score -765831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -765831.937500 Penalty: 3085.309814
	Iteration 104Q: 3 clusters Score -765831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -765833.750000 Penalty: 3085.309814
	Iteration 105Q: 3 clusters Score -765833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -765836.062500 Penalty: 3085.309814
	Iteration 106Q: 3 clusters Score -765836.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -765837.750000 Penalty: 3085.309814
	Iteration 107Q: 3 clusters Score -765837.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -765840.625000 Penalty: 3085.309814
	Iteration 108Q: 3 clusters Score -765840.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -765843.062500 Penalty: 3085.309814
	Iteration 109Q: 3 clusters Score -765843.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -765849.000000 Penalty: 3085.309814
	Iteration 110Q: 3 clusters Score -765849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -765852.562500 Penalty: 3085.309814
	Iteration 111Q: 3 clusters Score -765852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -765853.875000 Penalty: 3085.309814
	Iteration 112Q: 3 clusters Score -765853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -765856.562500 Penalty: 3085.309814
	Iteration 113Q: 3 clusters Score -765856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -765856.937500 Penalty: 3085.309814
	Iteration 114Q: 3 clusters Score -765856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -765857.062500 Penalty: 3085.309814
	Iteration 115Q: 3 clusters Score -765857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -765856.375000 Penalty: 3085.309814
	Iteration 116Q: 3 clusters Score -765856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -765857.750000 Penalty: 3085.309814
	Iteration 117Q: 3 clusters Score -765857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -765857.875000 Penalty: 3085.309814
	Iteration 118Q: 3 clusters Score -765857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -765858.562500 Penalty: 3085.309814
	Iteration 119Q: 3 clusters Score -765858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -765858.062500 Penalty: 3085.309814
	Iteration 120F: 3 clusters Score -765858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -765860.250000 Penalty: 3085.309814
	Iteration 121Q: 3 clusters Score -765860.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -765860.250000 Penalty: 3085.309814
	Iteration 122F: 3 clusters Score -765860.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -117303.359375 Penalty: 1251.077148
	Iteration 0F: 2 clusters Score -117303.4 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 1078 members 
Entering Unmasked Estep 
Score: -115109.140625 Penalty: 2502.154297
	Iteration 0F: 3 clusters Score -115109.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -115658.070312 Penalty: 2502.154297
	Iteration 1F: 3 clusters Score -115658.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -115905.468750 Penalty: 2502.154297
	Iteration 2F: 3 clusters Score -115905.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -116163.007812 Penalty: 2502.154297
	Iteration 3F: 3 clusters Score -116163 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -116473.437500 Penalty: 2502.154297
	Iteration 4F: 3 clusters Score -116473.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -116718.812500 Penalty: 2502.154297
	Iteration 5F: 3 clusters Score -116718.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -116873.820312 Penalty: 2502.154297
	Iteration 6Q: 3 clusters Score -116873.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -116985.289062 Penalty: 2502.154297
	Iteration 7Q: 3 clusters Score -116985.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -117095.179688 Penalty: 2502.154297
	Iteration 8Q: 3 clusters Score -117095.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -117163.070312 Penalty: 2502.154297
	Iteration 9Q: 3 clusters Score -117163.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -117218.312500 Penalty: 2502.154297
	Iteration 10Q: 3 clusters Score -117218.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -117247.914062 Penalty: 2502.154297
	Iteration 11Q: 3 clusters Score -117247.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -117258.960938 Penalty: 2502.154297
	Iteration 12Q: 3 clusters Score -117259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -117266.593750 Penalty: 2502.154297
	Iteration 13Q: 3 clusters Score -117266.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -117270.984375 Penalty: 2502.154297
	Iteration 14Q: 3 clusters Score -117271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -117275.406250 Penalty: 2502.154297
	Iteration 15Q: 3 clusters Score -117275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -117278.585938 Penalty: 2502.154297
	Iteration 16Q: 3 clusters Score -117278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -117282.414062 Penalty: 2502.154297
	Iteration 17Q: 3 clusters Score -117282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -117284.390625 Penalty: 2502.154297
	Iteration 18Q: 3 clusters Score -117284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -117284.390625 Penalty: 2502.154297
	Iteration 19F: 3 clusters Score -117284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -117797.734375 Penalty: 1261.283569
	Iteration 0F: 2 clusters Score -117797.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -115442.703125 Penalty: 2522.567139
	Iteration 0F: 3 clusters Score -115442.7 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -115997.765625 Penalty: 2522.567139
	Iteration 1F: 3 clusters Score -115997.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -116146.695312 Penalty: 2522.567139
	Iteration 2F: 3 clusters Score -116146.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -116264.851562 Penalty: 2522.567139
	Iteration 3F: 3 clusters Score -116264.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -116386.281250 Penalty: 2522.567139
	Iteration 4F: 3 clusters Score -116386.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -116523.976562 Penalty: 2522.567139
	Iteration 5Q: 3 clusters Score -116524 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -116662.882812 Penalty: 2522.567139
	Iteration 6Q: 3 clusters Score -116662.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -116849.546875 Penalty: 2522.567139
	Iteration 7F: 3 clusters Score -116849.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -117025.578125 Penalty: 2522.567139
	Iteration 8F: 3 clusters Score -117025.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -117172.390625 Penalty: 2522.567139
	Iteration 9Q: 3 clusters Score -117172.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -117275.546875 Penalty: 2522.567139
	Iteration 10Q: 3 clusters Score -117275.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -117345.742188 Penalty: 2522.567139
	Iteration 11Q: 3 clusters Score -117345.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -117393.843750 Penalty: 2522.567139
	Iteration 12Q: 3 clusters Score -117393.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -117439.859375 Penalty: 2522.567139
	Iteration 13Q: 3 clusters Score -117439.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -117478.703125 Penalty: 2522.567139
	Iteration 14Q: 3 clusters Score -117478.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -117516.312500 Penalty: 2522.567139
	Iteration 15Q: 3 clusters Score -117516.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -117531.359375 Penalty: 2522.567139
	Iteration 16Q: 3 clusters Score -117531.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -117540.578125 Penalty: 2522.567139
	Iteration 17Q: 3 clusters Score -117540.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -117552.554688 Penalty: 2522.567139
	Iteration 18Q: 3 clusters Score -117552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -117560.882812 Penalty: 2522.567139
	Iteration 19Q: 3 clusters Score -117560.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -117570.734375 Penalty: 2522.567139
	Iteration 20F: 3 clusters Score -117570.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -117580.203125 Penalty: 2522.567139
	Iteration 21Q: 3 clusters Score -117580.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -117584.648438 Penalty: 2522.567139
	Iteration 22Q: 3 clusters Score -117584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -117586.914062 Penalty: 2522.567139
	Iteration 23Q: 3 clusters Score -117586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -117587.546875 Penalty: 2522.567139
	Iteration 24Q: 3 clusters Score -117587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -117587.781250 Penalty: 2522.567139
	Iteration 25Q: 3 clusters Score -117587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -117589.312500 Penalty: 2522.567139
	Iteration 26Q: 3 clusters Score -117589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -117590.476562 Penalty: 2522.567139
	Iteration 27Q: 3 clusters Score -117590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -117590.664062 Penalty: 2522.567139
	Iteration 28Q: 3 clusters Score -117590.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -117590.664062 Penalty: 2522.567139
	Iteration 29F: 3 clusters Score -117590.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Entering Unmasked Estep 
Score: -639881.687500 Penalty: 1519.377563
	Iteration 0F: 2 clusters Score -639881.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -631753.437500 Penalty: 3038.755127
	Iteration 0F: 3 clusters Score -631753.4 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -634602.812500 Penalty: 3038.755127
	Iteration 1F: 3 clusters Score -634602.8 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -635093.000000 Penalty: 3038.755127
	Iteration 2F: 3 clusters Score -635093 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -635743.687500 Penalty: 3038.755127
	Iteration 3F: 3 clusters Score -635743.7 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -636471.875000 Penalty: 3038.755127
	Iteration 4F: 3 clusters Score -636471.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -637160.125000 Penalty: 3038.755127
	Iteration 5F: 3 clusters Score -637160.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -637747.125000 Penalty: 3038.755127
	Iteration 6F: 3 clusters Score -637747.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -638228.000000 Penalty: 3038.755127
	Iteration 7F: 3 clusters Score -638228 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -638582.750000 Penalty: 3038.755127
	Iteration 8Q: 3 clusters Score -638582.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -638777.937500 Penalty: 3038.755127
	Iteration 9Q: 3 clusters Score -638777.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -638891.250000 Penalty: 3038.755127
	Iteration 10Q: 3 clusters Score -638891.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -638962.312500 Penalty: 3038.755127
	Iteration 11Q: 3 clusters Score -638962.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -639011.562500 Penalty: 3038.755127
	Iteration 12Q: 3 clusters Score -639011.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -639055.750000 Penalty: 3038.755127
	Iteration 13Q: 3 clusters Score -639055.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -639080.812500 Penalty: 3038.755127
	Iteration 14Q: 3 clusters Score -639080.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -639098.000000 Penalty: 3038.755127
	Iteration 15Q: 3 clusters Score -639098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -639116.625000 Penalty: 3038.755127
	Iteration 16Q: 3 clusters Score -639116.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -639128.812500 Penalty: 3038.755127
	Iteration 17Q: 3 clusters Score -639128.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -639141.625000 Penalty: 3038.755127
	Iteration 18Q: 3 clusters Score -639141.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -639148.312500 Penalty: 3038.755127
	Iteration 19Q: 3 clusters Score -639148.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -639152.062500 Penalty: 3038.755127
	Iteration 20F: 3 clusters Score -639152.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -639158.812500 Penalty: 3038.755127
	Iteration 21Q: 3 clusters Score -639158.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -639158.625000 Penalty: 3038.755127
	Iteration 22Q: 3 clusters Score -639158.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -639162.125000 Penalty: 3038.755127
	Iteration 23Q: 3 clusters Score -639162.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -639165.187500 Penalty: 3038.755127
	Iteration 24Q: 3 clusters Score -639165.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -639165.250000 Penalty: 3038.755127
	Iteration 25Q: 3 clusters Score -639165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -639165.750000 Penalty: 3038.755127
	Iteration 26Q: 3 clusters Score -639165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -639164.312500 Penalty: 3038.755127
	Iteration 27Q: 3 clusters Score -639164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -639166.312500 Penalty: 3038.755127
	Iteration 28Q: 3 clusters Score -639166.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -639166.312500 Penalty: 3038.755127
	Iteration 29F: 3 clusters Score -639166.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Entering Unmasked Estep 
Score: -216738.765625 Penalty: 1370.105347
	Iteration 0F: 2 clusters Score -216738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -213128.265625 Penalty: 2740.210693
	Iteration 0F: 3 clusters Score -213128.3 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -214359.156250 Penalty: 2740.210693
	Iteration 1F: 3 clusters Score -214359.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -214690.093750 Penalty: 2740.210693
	Iteration 2F: 3 clusters Score -214690.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -214897.015625 Penalty: 2740.210693
	Iteration 3F: 3 clusters Score -214897 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -215058.843750 Penalty: 2740.210693
	Iteration 4F: 3 clusters Score -215058.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -215169.671875 Penalty: 2740.210693
	Iteration 5Q: 3 clusters Score -215169.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -215249.984375 Penalty: 2740.210693
	Iteration 6Q: 3 clusters Score -215250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -215308.953125 Penalty: 2740.210693
	Iteration 7Q: 3 clusters Score -215309 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -215343.000000 Penalty: 2740.210693
	Iteration 8Q: 3 clusters Score -215343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -215376.078125 Penalty: 2740.210693
	Iteration 9Q: 3 clusters Score -215376.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -215405.187500 Penalty: 2740.210693
	Iteration 10Q: 3 clusters Score -215405.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -215432.437500 Penalty: 2740.210693
	Iteration 11Q: 3 clusters Score -215432.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -215461.171875 Penalty: 2740.210693
	Iteration 12Q: 3 clusters Score -215461.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -215489.156250 Penalty: 2740.210693
	Iteration 13Q: 3 clusters Score -215489.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -215513.062500 Penalty: 2740.210693
	Iteration 14Q: 3 clusters Score -215513.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -215536.125000 Penalty: 2740.210693
	Iteration 15Q: 3 clusters Score -215536.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -215553.968750 Penalty: 2740.210693
	Iteration 16Q: 3 clusters Score -215554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -215566.593750 Penalty: 2740.210693
	Iteration 17Q: 3 clusters Score -215566.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -215579.000000 Penalty: 2740.210693
	Iteration 18Q: 3 clusters Score -215579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -215592.328125 Penalty: 2740.210693
	Iteration 19Q: 3 clusters Score -215592.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -215611.203125 Penalty: 2740.210693
	Iteration 20F: 3 clusters Score -215611.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -215633.859375 Penalty: 2740.210693
	Iteration 21Q: 3 clusters Score -215633.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -215659.062500 Penalty: 2740.210693
	Iteration 22Q: 3 clusters Score -215659.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -215682.000000 Penalty: 2740.210693
	Iteration 23Q: 3 clusters Score -215682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -215702.281250 Penalty: 2740.210693
	Iteration 24Q: 3 clusters Score -215702.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -215718.000000 Penalty: 2740.210693
	Iteration 25Q: 3 clusters Score -215718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -215728.781250 Penalty: 2740.210693
	Iteration 26Q: 3 clusters Score -215728.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -215736.078125 Penalty: 2740.210693
	Iteration 27Q: 3 clusters Score -215736.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -215738.765625 Penalty: 2740.210693
	Iteration 28Q: 3 clusters Score -215738.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -215744.234375 Penalty: 2740.210693
	Iteration 29Q: 3 clusters Score -215744.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -215748.687500 Penalty: 2740.210693
	Iteration 30Q: 3 clusters Score -215748.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -215753.687500 Penalty: 2740.210693
	Iteration 31Q: 3 clusters Score -215753.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -215761.187500 Penalty: 2740.210693
	Iteration 32Q: 3 clusters Score -215761.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -215766.234375 Penalty: 2740.210693
	Iteration 33Q: 3 clusters Score -215766.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -215770.187500 Penalty: 2740.210693
	Iteration 34Q: 3 clusters Score -215770.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -215773.296875 Penalty: 2740.210693
	Iteration 35Q: 3 clusters Score -215773.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -215780.156250 Penalty: 2740.210693
	Iteration 36Q: 3 clusters Score -215780.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -215784.687500 Penalty: 2740.210693
	Iteration 37Q: 3 clusters Score -215784.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -215790.234375 Penalty: 2740.210693
	Iteration 38Q: 3 clusters Score -215790.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -215795.218750 Penalty: 2740.210693
	Iteration 39Q: 3 clusters Score -215795.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -215802.421875 Penalty: 2740.210693
	Iteration 40F: 3 clusters Score -215802.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -215807.484375 Penalty: 2740.210693
	Iteration 41Q: 3 clusters Score -215807.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -215811.796875 Penalty: 2740.210693
	Iteration 42Q: 3 clusters Score -215811.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -215818.703125 Penalty: 2740.210693
	Iteration 43Q: 3 clusters Score -215818.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -215828.312500 Penalty: 2740.210693
	Iteration 44Q: 3 clusters Score -215828.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -215836.203125 Penalty: 2740.210693
	Iteration 45Q: 3 clusters Score -215836.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -215839.937500 Penalty: 2740.210693
	Iteration 46Q: 3 clusters Score -215839.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -215843.375000 Penalty: 2740.210693
	Iteration 47Q: 3 clusters Score -215843.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -215846.281250 Penalty: 2740.210693
	Iteration 48Q: 3 clusters Score -215846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -215847.234375 Penalty: 2740.210693
	Iteration 49Q: 3 clusters Score -215847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -215847.468750 Penalty: 2740.210693
	Iteration 50Q: 3 clusters Score -215847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -215847.562500 Penalty: 2740.210693
	Iteration 51Q: 3 clusters Score -215847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -215848.359375 Penalty: 2740.210693
	Iteration 52Q: 3 clusters Score -215848.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -215849.906250 Penalty: 2740.210693
	Iteration 53Q: 3 clusters Score -215849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -215852.250000 Penalty: 2740.210693
	Iteration 54Q: 3 clusters Score -215852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -215853.546875 Penalty: 2740.210693
	Iteration 55Q: 3 clusters Score -215853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -215854.390625 Penalty: 2740.210693
	Iteration 56Q: 3 clusters Score -215854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -215855.078125 Penalty: 2740.210693
	Iteration 57Q: 3 clusters Score -215855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -215855.390625 Penalty: 2740.210693
	Iteration 58Q: 3 clusters Score -215855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -215855.421875 Penalty: 2740.210693
	Iteration 59Q: 3 clusters Score -215855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -215857.015625 Penalty: 2740.210693
	Iteration 60F: 3 clusters Score -215857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -215858.734375 Penalty: 2740.210693
	Iteration 61Q: 3 clusters Score -215858.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -215860.921875 Penalty: 2740.210693
	Iteration 62Q: 3 clusters Score -215860.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -215863.437500 Penalty: 2740.210693
	Iteration 63Q: 3 clusters Score -215863.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -215865.062500 Penalty: 2740.210693
	Iteration 64Q: 3 clusters Score -215865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -215866.250000 Penalty: 2740.210693
	Iteration 65Q: 3 clusters Score -215866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -215867.015625 Penalty: 2740.210693
	Iteration 66Q: 3 clusters Score -215867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -215868.062500 Penalty: 2740.210693
	Iteration 67Q: 3 clusters Score -215868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -215868.015625 Penalty: 2740.210693
	Iteration 68Q: 3 clusters Score -215868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -215868.515625 Penalty: 2740.210693
	Iteration 69Q: 3 clusters Score -215868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -215869.062500 Penalty: 2740.210693
	Iteration 70Q: 3 clusters Score -215869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -215870.109375 Penalty: 2740.210693
	Iteration 71Q: 3 clusters Score -215870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -215873.031250 Penalty: 2740.210693
	Iteration 72Q: 3 clusters Score -215873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -215874.734375 Penalty: 2740.210693
	Iteration 73Q: 3 clusters Score -215874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -215875.046875 Penalty: 2740.210693
	Iteration 74Q: 3 clusters Score -215875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -215875.281250 Penalty: 2740.210693
	Iteration 75Q: 3 clusters Score -215875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -215875.281250 Penalty: 2740.210693
	Iteration 76F: 3 clusters Score -215875.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -105548.492188 Penalty: 1233.020264
	Iteration 0F: 2 clusters Score -105548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -103469.171875 Penalty: 2466.040527
	Iteration 0F: 3 clusters Score -103469.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -103943.953125 Penalty: 2466.040527
	Iteration 1F: 3 clusters Score -103944 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -104086.093750 Penalty: 2466.040527
	Iteration 2F: 3 clusters Score -104086.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -104169.898438 Penalty: 2466.040527
	Iteration 3F: 3 clusters Score -104169.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -104210.671875 Penalty: 2466.040527
	Iteration 4Q: 3 clusters Score -104210.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -104235.929688 Penalty: 2466.040527
	Iteration 5Q: 3 clusters Score -104235.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -104259.804688 Penalty: 2466.040527
	Iteration 6Q: 3 clusters Score -104259.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -104289.117188 Penalty: 2466.040527
	Iteration 7Q: 3 clusters Score -104289.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -104316.671875 Penalty: 2466.040527
	Iteration 8Q: 3 clusters Score -104316.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -104353.875000 Penalty: 2466.040527
	Iteration 9Q: 3 clusters Score -104353.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -104391.007812 Penalty: 2466.040527
	Iteration 10Q: 3 clusters Score -104391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -104419.500000 Penalty: 2466.040527
	Iteration 11Q: 3 clusters Score -104419.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -104467.593750 Penalty: 2466.040527
	Iteration 12Q: 3 clusters Score -104467.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -104511.648438 Penalty: 2466.040527
	Iteration 13Q: 3 clusters Score -104511.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -104557.242188 Penalty: 2466.040527
	Iteration 14Q: 3 clusters Score -104557.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -104602.054688 Penalty: 2466.040527
	Iteration 15Q: 3 clusters Score -104602.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -104641.101562 Penalty: 2466.040527
	Iteration 16Q: 3 clusters Score -104641.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -104693.867188 Penalty: 2466.040527
	Iteration 17Q: 3 clusters Score -104693.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -104730.210938 Penalty: 2466.040527
	Iteration 18Q: 3 clusters Score -104730.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -104752.062500 Penalty: 2466.040527
	Iteration 19Q: 3 clusters Score -104752.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -104770.328125 Penalty: 2466.040527
	Iteration 20F: 3 clusters Score -104770.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -104787.476562 Penalty: 2466.040527
	Iteration 21Q: 3 clusters Score -104787.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -104808.429688 Penalty: 2466.040527
	Iteration 22Q: 3 clusters Score -104808.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -104828.570312 Penalty: 2466.040527
	Iteration 23Q: 3 clusters Score -104828.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -104843.984375 Penalty: 2466.040527
	Iteration 24Q: 3 clusters Score -104844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -104852.664062 Penalty: 2466.040527
	Iteration 25Q: 3 clusters Score -104852.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -104857.335938 Penalty: 2466.040527
	Iteration 26Q: 3 clusters Score -104857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -104859.601562 Penalty: 2466.040527
	Iteration 27Q: 3 clusters Score -104859.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -104863.632812 Penalty: 2466.040527
	Iteration 28Q: 3 clusters Score -104863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -104866.281250 Penalty: 2466.040527
	Iteration 29Q: 3 clusters Score -104866.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -104869.515625 Penalty: 2466.040527
	Iteration 30Q: 3 clusters Score -104869.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -104872.789062 Penalty: 2466.040527
	Iteration 31Q: 3 clusters Score -104872.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -104876.734375 Penalty: 2466.040527
	Iteration 32Q: 3 clusters Score -104876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -104881.023438 Penalty: 2466.040527
	Iteration 33Q: 3 clusters Score -104881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -104885.117188 Penalty: 2466.040527
	Iteration 34Q: 3 clusters Score -104885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -104888.320312 Penalty: 2466.040527
	Iteration 35Q: 3 clusters Score -104888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -104893.937500 Penalty: 2466.040527
	Iteration 36Q: 3 clusters Score -104893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -104899.859375 Penalty: 2466.040527
	Iteration 37Q: 3 clusters Score -104899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -104901.867188 Penalty: 2466.040527
	Iteration 38Q: 3 clusters Score -104901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -104903.742188 Penalty: 2466.040527
	Iteration 39Q: 3 clusters Score -104903.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -104909.187500 Penalty: 2466.040527
	Iteration 40F: 3 clusters Score -104909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -104912.585938 Penalty: 2466.040527
	Iteration 41Q: 3 clusters Score -104912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -104913.828125 Penalty: 2466.040527
	Iteration 42Q: 3 clusters Score -104913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -104913.828125 Penalty: 2466.040527
	Iteration 43F: 3 clusters Score -104913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -253399.031250 Penalty: 1378.624512
	Iteration 0F: 2 clusters Score -253399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -249606.468750 Penalty: 2757.249023
	Iteration 0F: 3 clusters Score -249606.5 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -250748.640625 Penalty: 2757.249023
	Iteration 1F: 3 clusters Score -250748.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -251043.562500 Penalty: 2757.249023
	Iteration 2F: 3 clusters Score -251043.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -251340.562500 Penalty: 2757.249023
	Iteration 3F: 3 clusters Score -251340.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -251615.359375 Penalty: 2757.249023
	Iteration 4F: 3 clusters Score -251615.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -251966.265625 Penalty: 2757.249023
	Iteration 5F: 3 clusters Score -251966.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -252281.109375 Penalty: 2757.249023
	Iteration 6F: 3 clusters Score -252281.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -252613.093750 Penalty: 2757.249023
	Iteration 7F: 3 clusters Score -252613.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -252929.890625 Penalty: 2757.249023
	Iteration 8F: 3 clusters Score -252929.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -253202.281250 Penalty: 2757.249023
	Iteration 9Q: 3 clusters Score -253202.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -253366.156250 Penalty: 2757.249023
	Iteration 10Q: 3 clusters Score -253366.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -253443.781250 Penalty: 2757.249023
	Iteration 11Q: 3 clusters Score -253443.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -253490.265625 Penalty: 2757.249023
	Iteration 12Q: 3 clusters Score -253490.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -253510.281250 Penalty: 2757.249023
	Iteration 13Q: 3 clusters Score -253510.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -253518.687500 Penalty: 2757.249023
	Iteration 14Q: 3 clusters Score -253518.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -253523.000000 Penalty: 2757.249023
	Iteration 15Q: 3 clusters Score -253523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -253526.500000 Penalty: 2757.249023
	Iteration 16Q: 3 clusters Score -253526.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -253526.734375 Penalty: 2757.249023
	Iteration 17Q: 3 clusters Score -253526.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -253527.437500 Penalty: 2757.249023
	Iteration 18Q: 3 clusters Score -253527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -253527.531250 Penalty: 2757.249023
	Iteration 19Q: 3 clusters Score -253527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -253528.703125 Penalty: 2757.249023
	Iteration 20F: 3 clusters Score -253528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -253531.171875 Penalty: 2757.249023
	Iteration 21Q: 3 clusters Score -253531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -253531.312500 Penalty: 2757.249023
	Iteration 22Q: 3 clusters Score -253531.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -253531.312500 Penalty: 2757.249023
	Iteration 23F: 3 clusters Score -253531.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 39459 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 140828 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 90629 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27662 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 101367 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 977 members 
Mstep: Class 34 contains 1361 members 
Entering Unmasked Estep 
Score: -34141068.000000 Penalty: 73720.953125
Splitting cluster 26 changes total score from -34141680.000000 to -34141068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (13998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Entering Unmasked Estep 
Score: -756534.437500 Penalty: 1551.333862
	Iteration 0F: 2 clusters Score -756534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -746726.687500 Penalty: 3102.667725
	Iteration 0F: 3 clusters Score -746726.7 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -750037.812500 Penalty: 3102.667725
	Iteration 1F: 3 clusters Score -750037.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -750359.500000 Penalty: 3102.667725
	Iteration 2F: 3 clusters Score -750359.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -750657.750000 Penalty: 3102.667725
	Iteration 3Q: 3 clusters Score -750657.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -750929.125000 Penalty: 3102.667725
	Iteration 4Q: 3 clusters Score -750929.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -751193.687500 Penalty: 3102.667725
	Iteration 5Q: 3 clusters Score -751193.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -751464.062500 Penalty: 3102.667725
	Iteration 6Q: 3 clusters Score -751464.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -751738.062500 Penalty: 3102.667725
	Iteration 7Q: 3 clusters Score -751738.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -752079.187500 Penalty: 3102.667725
	Iteration 8Q: 3 clusters Score -752079.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -752453.687500 Penalty: 3102.667725
	Iteration 9Q: 3 clusters Score -752453.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -752815.000000 Penalty: 3102.667725
	Iteration 10Q: 3 clusters Score -752815 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -753194.625000 Penalty: 3102.667725
	Iteration 11Q: 3 clusters Score -753194.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -753561.125000 Penalty: 3102.667725
	Iteration 12Q: 3 clusters Score -753561.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -753795.437500 Penalty: 3102.667725
	Iteration 13Q: 3 clusters Score -753795.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -753915.375000 Penalty: 3102.667725
	Iteration 14Q: 3 clusters Score -753915.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -753968.125000 Penalty: 3102.667725
	Iteration 15Q: 3 clusters Score -753968.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -754011.312500 Penalty: 3102.667725
	Iteration 16Q: 3 clusters Score -754011.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -754056.562500 Penalty: 3102.667725
	Iteration 17Q: 3 clusters Score -754056.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -754093.312500 Penalty: 3102.667725
	Iteration 18Q: 3 clusters Score -754093.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -754131.062500 Penalty: 3102.667725
	Iteration 19Q: 3 clusters Score -754131.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -754171.687500 Penalty: 3102.667725
	Iteration 20F: 3 clusters Score -754171.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -754208.125000 Penalty: 3102.667725
	Iteration 21Q: 3 clusters Score -754208.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -754250.500000 Penalty: 3102.667725
	Iteration 22Q: 3 clusters Score -754250.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -754294.625000 Penalty: 3102.667725
	Iteration 23Q: 3 clusters Score -754294.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -754328.000000 Penalty: 3102.667725
	Iteration 24Q: 3 clusters Score -754328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -754357.250000 Penalty: 3102.667725
	Iteration 25Q: 3 clusters Score -754357.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -754381.875000 Penalty: 3102.667725
	Iteration 26Q: 3 clusters Score -754381.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -754402.437500 Penalty: 3102.667725
	Iteration 27Q: 3 clusters Score -754402.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -754430.062500 Penalty: 3102.667725
	Iteration 28Q: 3 clusters Score -754430.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -754448.562500 Penalty: 3102.667725
	Iteration 29Q: 3 clusters Score -754448.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -754466.125000 Penalty: 3102.667725
	Iteration 30Q: 3 clusters Score -754466.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -754485.437500 Penalty: 3102.667725
	Iteration 31Q: 3 clusters Score -754485.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -754508.375000 Penalty: 3102.667725
	Iteration 32Q: 3 clusters Score -754508.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -754526.937500 Penalty: 3102.667725
	Iteration 33Q: 3 clusters Score -754526.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -754544.500000 Penalty: 3102.667725
	Iteration 34Q: 3 clusters Score -754544.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -754557.812500 Penalty: 3102.667725
	Iteration 35Q: 3 clusters Score -754557.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -754571.875000 Penalty: 3102.667725
	Iteration 36Q: 3 clusters Score -754571.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -754584.687500 Penalty: 3102.667725
	Iteration 37Q: 3 clusters Score -754584.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -754598.187500 Penalty: 3102.667725
	Iteration 38Q: 3 clusters Score -754598.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -754611.250000 Penalty: 3102.667725
	Iteration 39Q: 3 clusters Score -754611.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -754623.687500 Penalty: 3102.667725
	Iteration 40F: 3 clusters Score -754623.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -754637.812500 Penalty: 3102.667725
	Iteration 41Q: 3 clusters Score -754637.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -754644.437500 Penalty: 3102.667725
	Iteration 42Q: 3 clusters Score -754644.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -754650.750000 Penalty: 3102.667725
	Iteration 43Q: 3 clusters Score -754650.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -754659.187500 Penalty: 3102.667725
	Iteration 44Q: 3 clusters Score -754659.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -754672.125000 Penalty: 3102.667725
	Iteration 45Q: 3 clusters Score -754672.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -754681.375000 Penalty: 3102.667725
	Iteration 46Q: 3 clusters Score -754681.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -754690.312500 Penalty: 3102.667725
	Iteration 47Q: 3 clusters Score -754690.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -754702.562500 Penalty: 3102.667725
	Iteration 48Q: 3 clusters Score -754702.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -754714.375000 Penalty: 3102.667725
	Iteration 49Q: 3 clusters Score -754714.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -754726.812500 Penalty: 3102.667725
	Iteration 50Q: 3 clusters Score -754726.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -754732.500000 Penalty: 3102.667725
	Iteration 51Q: 3 clusters Score -754732.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -754741.875000 Penalty: 3102.667725
	Iteration 52Q: 3 clusters Score -754741.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -754753.000000 Penalty: 3102.667725
	Iteration 53Q: 3 clusters Score -754753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -754761.250000 Penalty: 3102.667725
	Iteration 54Q: 3 clusters Score -754761.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -754771.375000 Penalty: 3102.667725
	Iteration 55Q: 3 clusters Score -754771.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -754788.125000 Penalty: 3102.667725
	Iteration 56Q: 3 clusters Score -754788.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -754804.875000 Penalty: 3102.667725
	Iteration 57Q: 3 clusters Score -754804.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -754821.812500 Penalty: 3102.667725
	Iteration 58Q: 3 clusters Score -754821.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -754844.437500 Penalty: 3102.667725
	Iteration 59Q: 3 clusters Score -754844.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -754856.687500 Penalty: 3102.667725
	Iteration 60F: 3 clusters Score -754856.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -754868.687500 Penalty: 3102.667725
	Iteration 61Q: 3 clusters Score -754868.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -754875.125000 Penalty: 3102.667725
	Iteration 62Q: 3 clusters Score -754875.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -754881.937500 Penalty: 3102.667725
	Iteration 63Q: 3 clusters Score -754881.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -754888.625000 Penalty: 3102.667725
	Iteration 64Q: 3 clusters Score -754888.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -754888.125000 Penalty: 3102.667725
	Iteration 65Q: 3 clusters Score -754888.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -754894.125000 Penalty: 3102.667725
	Iteration 66Q: 3 clusters Score -754894.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -754894.500000 Penalty: 3102.667725
	Iteration 67Q: 3 clusters Score -754894.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -754899.250000 Penalty: 3102.667725
	Iteration 68Q: 3 clusters Score -754899.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -754902.000000 Penalty: 3102.667725
	Iteration 69Q: 3 clusters Score -754902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -754905.312500 Penalty: 3102.667725
	Iteration 70Q: 3 clusters Score -754905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -754906.750000 Penalty: 3102.667725
	Iteration 71Q: 3 clusters Score -754906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -754904.375000 Penalty: 3102.667725
	Iteration 72Q: 3 clusters Score -754904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -754908.000000 Penalty: 3102.667725
	Iteration 73Q: 3 clusters Score -754908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -754908.500000 Penalty: 3102.667725
	Iteration 74Q: 3 clusters Score -754908.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -754909.187500 Penalty: 3102.667725
	Iteration 75Q: 3 clusters Score -754909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -754908.375000 Penalty: 3102.667725
	Iteration 76Q: 3 clusters Score -754908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -754907.750000 Penalty: 3102.667725
	Iteration 77Q: 3 clusters Score -754907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -754908.437500 Penalty: 3102.667725
	Iteration 78Q: 3 clusters Score -754908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -754908.250000 Penalty: 3102.667725
	Iteration 79Q: 3 clusters Score -754908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -754909.687500 Penalty: 3102.667725
	Iteration 80F: 3 clusters Score -754909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -754910.187500 Penalty: 3102.667725
	Iteration 81Q: 3 clusters Score -754910.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -754910.187500 Penalty: 3102.667725
	Iteration 82F: 3 clusters Score -754910.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -161222.343750 Penalty: 1304.093262
	Iteration 0F: 2 clusters Score -161222.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -158486.828125 Penalty: 2608.186523
	Iteration 0F: 3 clusters Score -158486.8 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -159199.078125 Penalty: 2608.186523
	Iteration 1F: 3 clusters Score -159199.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -159408.812500 Penalty: 2608.186523
	Iteration 2F: 3 clusters Score -159408.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -159575.781250 Penalty: 2608.186523
	Iteration 3F: 3 clusters Score -159575.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -159709.562500 Penalty: 2608.186523
	Iteration 4F: 3 clusters Score -159709.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -159804.437500 Penalty: 2608.186523
	Iteration 5Q: 3 clusters Score -159804.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -159888.187500 Penalty: 2608.186523
	Iteration 6Q: 3 clusters Score -159888.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -159947.843750 Penalty: 2608.186523
	Iteration 7Q: 3 clusters Score -159947.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -159992.156250 Penalty: 2608.186523
	Iteration 8Q: 3 clusters Score -159992.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -160037.421875 Penalty: 2608.186523
	Iteration 9Q: 3 clusters Score -160037.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -160073.921875 Penalty: 2608.186523
	Iteration 10Q: 3 clusters Score -160073.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -160106.593750 Penalty: 2608.186523
	Iteration 11Q: 3 clusters Score -160106.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -160133.093750 Penalty: 2608.186523
	Iteration 12Q: 3 clusters Score -160133.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -160163.953125 Penalty: 2608.186523
	Iteration 13Q: 3 clusters Score -160164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -160194.406250 Penalty: 2608.186523
	Iteration 14Q: 3 clusters Score -160194.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -160219.265625 Penalty: 2608.186523
	Iteration 15Q: 3 clusters Score -160219.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -160238.312500 Penalty: 2608.186523
	Iteration 16Q: 3 clusters Score -160238.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -160254.359375 Penalty: 2608.186523
	Iteration 17Q: 3 clusters Score -160254.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -160270.781250 Penalty: 2608.186523
	Iteration 18Q: 3 clusters Score -160270.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -160292.046875 Penalty: 2608.186523
	Iteration 19Q: 3 clusters Score -160292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -160308.125000 Penalty: 2608.186523
	Iteration 20F: 3 clusters Score -160308.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -160315.031250 Penalty: 2608.186523
	Iteration 21Q: 3 clusters Score -160315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -160318.031250 Penalty: 2608.186523
	Iteration 22Q: 3 clusters Score -160318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -160320.281250 Penalty: 2608.186523
	Iteration 23Q: 3 clusters Score -160320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -160320.500000 Penalty: 2608.186523
	Iteration 24Q: 3 clusters Score -160320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -160321.390625 Penalty: 2608.186523
	Iteration 25Q: 3 clusters Score -160321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -160321.390625 Penalty: 2608.186523
	Iteration 26F: 3 clusters Score -160321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -70612.906250 Penalty: 1175.084106
	Iteration 0F: 2 clusters Score -70612.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -68936.851562 Penalty: 2350.168213
	Iteration 0F: 3 clusters Score -68936.85 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -69285.125000 Penalty: 2350.168213
	Iteration 1F: 3 clusters Score -69285.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -69369.289062 Penalty: 2350.168213
	Iteration 2F: 3 clusters Score -69369.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -69422.617188 Penalty: 2350.168213
	Iteration 3Q: 3 clusters Score -69422.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -69455.992188 Penalty: 2350.168213
	Iteration 4Q: 3 clusters Score -69455.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69483.687500 Penalty: 2350.168213
	Iteration 5Q: 3 clusters Score -69483.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -69507.835938 Penalty: 2350.168213
	Iteration 6Q: 3 clusters Score -69507.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69520.234375 Penalty: 2350.168213
	Iteration 7Q: 3 clusters Score -69520.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -69535.718750 Penalty: 2350.168213
	Iteration 8Q: 3 clusters Score -69535.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -69546.437500 Penalty: 2350.168213
	Iteration 9Q: 3 clusters Score -69546.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69553.687500 Penalty: 2350.168213
	Iteration 10Q: 3 clusters Score -69553.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69559.835938 Penalty: 2350.168213
	Iteration 11Q: 3 clusters Score -69559.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -69565.406250 Penalty: 2350.168213
	Iteration 12Q: 3 clusters Score -69565.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -69569.609375 Penalty: 2350.168213
	Iteration 13Q: 3 clusters Score -69569.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -69574.289062 Penalty: 2350.168213
	Iteration 14Q: 3 clusters Score -69574.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -69579.359375 Penalty: 2350.168213
	Iteration 15Q: 3 clusters Score -69579.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -69583.429688 Penalty: 2350.168213
	Iteration 16Q: 3 clusters Score -69583.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -69585.421875 Penalty: 2350.168213
	Iteration 17Q: 3 clusters Score -69585.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69587.953125 Penalty: 2350.168213
	Iteration 18Q: 3 clusters Score -69587.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -69589.289062 Penalty: 2350.168213
	Iteration 19Q: 3 clusters Score -69589.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -69592.648438 Penalty: 2350.168213
	Iteration 20F: 3 clusters Score -69592.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -69594.828125 Penalty: 2350.168213
	Iteration 21Q: 3 clusters Score -69594.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -69597.421875 Penalty: 2350.168213
	Iteration 22Q: 3 clusters Score -69597.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -69602.992188 Penalty: 2350.168213
	Iteration 23Q: 3 clusters Score -69602.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -69604.679688 Penalty: 2350.168213
	Iteration 24Q: 3 clusters Score -69604.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -69604.960938 Penalty: 2350.168213
	Iteration 25Q: 3 clusters Score -69604.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -69604.960938 Penalty: 2350.168213
	Iteration 26F: 3 clusters Score -69604.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Entering Unmasked Estep 
Score: -6074920.000000 Penalty: 1873.056641
	Iteration 0F: 2 clusters Score -6074920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -6006861.000000 Penalty: 3746.113281
	Iteration 0F: 3 clusters Score -6006861 nChanged 48640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -6035446.500000 Penalty: 3746.113281
	Iteration 1F: 3 clusters Score -6035446 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -6036626.000000 Penalty: 3746.113281
	Iteration 2Q: 3 clusters Score -6036626 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -6038778.000000 Penalty: 3746.113281
	Iteration 3Q: 3 clusters Score -6038778 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -6042956.000000 Penalty: 3746.113281
	Iteration 4F: 3 clusters Score -6042956 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -6050045.000000 Penalty: 3746.113281
	Iteration 5F: 3 clusters Score -6050045 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -6059044.500000 Penalty: 3746.113281
	Iteration 6F: 3 clusters Score -6059044 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 94511 members 
Entering Unmasked Estep 
Score: -6066626.000000 Penalty: 3746.113281
	Iteration 7F: 3 clusters Score -6066626 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -6070721.000000 Penalty: 3746.113281
	Iteration 8Q: 3 clusters Score -6070721 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -6072399.000000 Penalty: 3746.113281
	Iteration 9Q: 3 clusters Score -6072399 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -6072968.000000 Penalty: 3746.113281
	Iteration 10Q: 3 clusters Score -6072968 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -6073135.000000 Penalty: 3746.113281
	Iteration 11Q: 3 clusters Score -6073135 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -6073212.500000 Penalty: 3746.113281
	Iteration 12Q: 3 clusters Score -6073212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -6073257.500000 Penalty: 3746.113281
	Iteration 13Q: 3 clusters Score -6073258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -6073281.000000 Penalty: 3746.113281
	Iteration 14Q: 3 clusters Score -6073281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -6073292.000000 Penalty: 3746.113281
	Iteration 15Q: 3 clusters Score -6073292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -6073298.000000 Penalty: 3746.113281
	Iteration 16Q: 3 clusters Score -6073298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -6073300.000000 Penalty: 3746.113281
	Iteration 17Q: 3 clusters Score -6073300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -6073304.000000 Penalty: 3746.113281
	Iteration 18Q: 3 clusters Score -6073304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -6073304.000000 Penalty: 3746.113281
	Iteration 19Q: 3 clusters Score -6073304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -6073304.000000 Penalty: 3746.113281
	Iteration 20F: 3 clusters Score -6073304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -85829.546875 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -85829.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -84028.179688 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -84028.18 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -84381.351562 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -84381.35 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -84476.507812 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -84476.51 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -84538.773438 Penalty: 2378.740723
	Iteration 3Q: 3 clusters Score -84538.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -84575.984375 Penalty: 2378.740723
	Iteration 4Q: 3 clusters Score -84575.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -84602.945312 Penalty: 2378.740723
	Iteration 5Q: 3 clusters Score -84602.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -84627.679688 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -84627.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -84638.632812 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -84638.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -84649.898438 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -84649.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -84664.312500 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -84664.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -84674.742188 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -84674.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -84682.960938 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -84682.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -84691.242188 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -84691.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -84700.039062 Penalty: 2378.740723
	Iteration 13Q: 3 clusters Score -84700.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -84708.562500 Penalty: 2378.740723
	Iteration 14Q: 3 clusters Score -84708.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -84717.789062 Penalty: 2378.740723
	Iteration 15Q: 3 clusters Score -84717.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -84722.242188 Penalty: 2378.740723
	Iteration 16Q: 3 clusters Score -84722.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -84723.789062 Penalty: 2378.740723
	Iteration 17Q: 3 clusters Score -84723.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -84724.734375 Penalty: 2378.740723
	Iteration 18Q: 3 clusters Score -84724.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -84727.750000 Penalty: 2378.740723
	Iteration 19Q: 3 clusters Score -84727.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -84730.101562 Penalty: 2378.740723
	Iteration 20F: 3 clusters Score -84730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -84732.328125 Penalty: 2378.740723
	Iteration 21Q: 3 clusters Score -84732.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -84734.281250 Penalty: 2378.740723
	Iteration 22Q: 3 clusters Score -84734.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -84736.039062 Penalty: 2378.740723
	Iteration 23Q: 3 clusters Score -84736.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -84737.226562 Penalty: 2378.740723
	Iteration 24Q: 3 clusters Score -84737.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -84737.570312 Penalty: 2378.740723
	Iteration 25Q: 3 clusters Score -84737.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -84738.601562 Penalty: 2378.740723
	Iteration 26Q: 3 clusters Score -84738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -84740.093750 Penalty: 2378.740723
	Iteration 27Q: 3 clusters Score -84740.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -84741.171875 Penalty: 2378.740723
	Iteration 28Q: 3 clusters Score -84741.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -84741.171875 Penalty: 2378.740723
	Iteration 29F: 3 clusters Score -84741.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Entering Unmasked Estep 
Score: -404489.718750 Penalty: 1446.139771
	Iteration 0F: 2 clusters Score -404489.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -399061.718750 Penalty: 2892.279541
	Iteration 0F: 3 clusters Score -399061.7 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -400712.781250 Penalty: 2892.279541
	Iteration 1F: 3 clusters Score -400712.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -400942.625000 Penalty: 2892.279541
	Iteration 2F: 3 clusters Score -400942.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -401139.906250 Penalty: 2892.279541
	Iteration 3F: 3 clusters Score -401139.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -401354.781250 Penalty: 2892.279541
	Iteration 4F: 3 clusters Score -401354.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -401584.937500 Penalty: 2892.279541
	Iteration 5F: 3 clusters Score -401584.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -401834.562500 Penalty: 2892.279541
	Iteration 6F: 3 clusters Score -401834.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -402086.812500 Penalty: 2892.279541
	Iteration 7F: 3 clusters Score -402086.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -402332.656250 Penalty: 2892.279541
	Iteration 8Q: 3 clusters Score -402332.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -402561.781250 Penalty: 2892.279541
	Iteration 9Q: 3 clusters Score -402561.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -402725.281250 Penalty: 2892.279541
	Iteration 10Q: 3 clusters Score -402725.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -402861.375000 Penalty: 2892.279541
	Iteration 11Q: 3 clusters Score -402861.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -402988.625000 Penalty: 2892.279541
	Iteration 12Q: 3 clusters Score -402988.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -403074.843750 Penalty: 2892.279541
	Iteration 13Q: 3 clusters Score -403074.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -403126.500000 Penalty: 2892.279541
	Iteration 14Q: 3 clusters Score -403126.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -403155.250000 Penalty: 2892.279541
	Iteration 15Q: 3 clusters Score -403155.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -403174.718750 Penalty: 2892.279541
	Iteration 16Q: 3 clusters Score -403174.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -403194.531250 Penalty: 2892.279541
	Iteration 17Q: 3 clusters Score -403194.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -403213.000000 Penalty: 2892.279541
	Iteration 18Q: 3 clusters Score -403213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -403231.125000 Penalty: 2892.279541
	Iteration 19Q: 3 clusters Score -403231.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -403248.656250 Penalty: 2892.279541
	Iteration 20F: 3 clusters Score -403248.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -403266.218750 Penalty: 2892.279541
	Iteration 21Q: 3 clusters Score -403266.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -403281.593750 Penalty: 2892.279541
	Iteration 22Q: 3 clusters Score -403281.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -403298.187500 Penalty: 2892.279541
	Iteration 23Q: 3 clusters Score -403298.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -403311.000000 Penalty: 2892.279541
	Iteration 24Q: 3 clusters Score -403311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -403321.062500 Penalty: 2892.279541
	Iteration 25Q: 3 clusters Score -403321.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -403327.968750 Penalty: 2892.279541
	Iteration 26Q: 3 clusters Score -403328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -403331.781250 Penalty: 2892.279541
	Iteration 27Q: 3 clusters Score -403331.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -403338.218750 Penalty: 2892.279541
	Iteration 28Q: 3 clusters Score -403338.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -403343.000000 Penalty: 2892.279541
	Iteration 29Q: 3 clusters Score -403343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -403350.937500 Penalty: 2892.279541
	Iteration 30Q: 3 clusters Score -403350.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -403368.656250 Penalty: 2892.279541
	Iteration 31Q: 3 clusters Score -403368.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -403388.593750 Penalty: 2892.279541
	Iteration 32Q: 3 clusters Score -403388.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -403414.593750 Penalty: 2892.279541
	Iteration 33Q: 3 clusters Score -403414.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -403452.968750 Penalty: 2892.279541
	Iteration 34Q: 3 clusters Score -403453 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -403489.718750 Penalty: 2892.279541
	Iteration 35Q: 3 clusters Score -403489.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -403517.843750 Penalty: 2892.279541
	Iteration 36Q: 3 clusters Score -403517.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -403544.000000 Penalty: 2892.279541
	Iteration 37Q: 3 clusters Score -403544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -403566.343750 Penalty: 2892.279541
	Iteration 38Q: 3 clusters Score -403566.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -403590.125000 Penalty: 2892.279541
	Iteration 39Q: 3 clusters Score -403590.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -403607.656250 Penalty: 2892.279541
	Iteration 40F: 3 clusters Score -403607.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -403626.062500 Penalty: 2892.279541
	Iteration 41Q: 3 clusters Score -403626.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -403644.312500 Penalty: 2892.279541
	Iteration 42Q: 3 clusters Score -403644.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -403658.187500 Penalty: 2892.279541
	Iteration 43Q: 3 clusters Score -403658.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -403667.937500 Penalty: 2892.279541
	Iteration 44Q: 3 clusters Score -403667.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -403674.406250 Penalty: 2892.279541
	Iteration 45Q: 3 clusters Score -403674.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -403678.093750 Penalty: 2892.279541
	Iteration 46Q: 3 clusters Score -403678.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -403681.593750 Penalty: 2892.279541
	Iteration 47Q: 3 clusters Score -403681.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -403685.437500 Penalty: 2892.279541
	Iteration 48Q: 3 clusters Score -403685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -403686.843750 Penalty: 2892.279541
	Iteration 49Q: 3 clusters Score -403686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -403688.250000 Penalty: 2892.279541
	Iteration 50Q: 3 clusters Score -403688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -403689.437500 Penalty: 2892.279541
	Iteration 51Q: 3 clusters Score -403689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -403690.687500 Penalty: 2892.279541
	Iteration 52Q: 3 clusters Score -403690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -403691.187500 Penalty: 2892.279541
	Iteration 53Q: 3 clusters Score -403691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -403692.531250 Penalty: 2892.279541
	Iteration 54Q: 3 clusters Score -403692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -403692.250000 Penalty: 2892.279541
	Iteration 55Q: 3 clusters Score -403692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -403693.812500 Penalty: 2892.279541
	Iteration 56Q: 3 clusters Score -403693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -403694.687500 Penalty: 2892.279541
	Iteration 57Q: 3 clusters Score -403694.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -403693.562500 Penalty: 2892.279541
	Iteration 58Q: 3 clusters Score -403693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -403695.687500 Penalty: 2892.279541
	Iteration 59Q: 3 clusters Score -403695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -403697.343750 Penalty: 2892.279541
	Iteration 60F: 3 clusters Score -403697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -403697.343750 Penalty: 2892.279541
	Iteration 61Q: 3 clusters Score -403697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -403697.250000 Penalty: 2892.279541
	Iteration 62Q: 3 clusters Score -403697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -403697.781250 Penalty: 2892.279541
	Iteration 63Q: 3 clusters Score -403697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -403697.906250 Penalty: 2892.279541
	Iteration 64Q: 3 clusters Score -403697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -403698.593750 Penalty: 2892.279541
	Iteration 65Q: 3 clusters Score -403698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -403698.593750 Penalty: 2892.279541
	Iteration 66F: 3 clusters Score -403698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -50904.273438 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -50904.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -49454.796875 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -49454.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49722.894531 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -49722.89 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -49842.835938 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -49842.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -49920.593750 Penalty: 2237.458252
	Iteration 3F: 3 clusters Score -49920.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -49971.785156 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -49971.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -50018.218750 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -50018.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -50057.925781 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -50057.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -50072.683594 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -50072.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -50081.019531 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -50081.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -50087.683594 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -50087.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -50097.878906 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -50097.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -50107.031250 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -50107.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -50116.707031 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -50116.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -50131.800781 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -50131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -50141.414062 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -50141.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -50151.925781 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -50151.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -50159.148438 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -50159.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -50167.976562 Penalty: 2237.458252
	Iteration 17Q: 3 clusters Score -50167.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -50172.121094 Penalty: 2237.458252
	Iteration 18Q: 3 clusters Score -50172.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -50175.800781 Penalty: 2237.458252
	Iteration 19Q: 3 clusters Score -50175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -50177.941406 Penalty: 2237.458252
	Iteration 20F: 3 clusters Score -50177.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -50180.980469 Penalty: 2237.458252
	Iteration 21Q: 3 clusters Score -50180.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -50184.800781 Penalty: 2237.458252
	Iteration 22Q: 3 clusters Score -50184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -50186.875000 Penalty: 2237.458252
	Iteration 23Q: 3 clusters Score -50186.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -50188.761719 Penalty: 2237.458252
	Iteration 24Q: 3 clusters Score -50188.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -50188.761719 Penalty: 2237.458252
	Iteration 25F: 3 clusters Score -50188.76 nChanged 0
--- Evaluating fit on full set of 1870603 points ---
Entering Unmasked Estep 
Score: -102494104.000000 Penalty: 77444.000000
24->34 Clusters: Score -102494104.000000, best is -102523912.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 623534 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 25775 members 
Mstep: Class 3 contains 26050 members 
Mstep: Class 4 contains 26175 members 
Mstep: Class 5 contains 26129 members 
Mstep: Class 6 contains 25914 members 
Mstep: Class 7 contains 25991 members 
Mstep: Class 8 contains 26036 members 
Mstep: Class 9 contains 26028 members 
Mstep: Class 10 contains 25851 members 
Mstep: Class 11 contains 26029 members 
Mstep: Class 12 contains 26025 members 
Mstep: Class 13 contains 26149 members 
Mstep: Class 14 contains 25889 members 
Mstep: Class 15 contains 25776 members 
Mstep: Class 16 contains 26229 members 
Mstep: Class 17 contains 26086 members 
Mstep: Class 18 contains 26045 members 
Mstep: Class 19 contains 26101 members 
Mstep: Class 20 contains 25899 members 
Mstep: Class 21 contains 25691 members 
Mstep: Class 22 contains 25987 members 
Mstep: Class 23 contains 25720 members 
Mstep: Class 24 contains 25951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 810.949707 but Gain 2168.265625
Score: -31030746.000000 Penalty: 49870.054688
Iteration 0F: 24 clusters Score -3.103075e+07 nChanged 592841
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 21024 members 
Mstep: Class 3 contains 26193 members 
Mstep: Class 4 contains 75995 members 
Mstep: Class 5 contains 29040 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 31816 members 
Mstep: Class 8 contains 42660 members 
Mstep: Class 9 contains 20193 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 18262 members 
Mstep: Class 12 contains 30228 members 
Mstep: Class 13 contains 28707 members 
Mstep: Class 14 contains 16795 members 
Mstep: Class 15 contains 23100 members 
Mstep: Class 16 contains 26340 members 
Mstep: Class 17 contains 20442 members 
Mstep: Class 18 contains 24470 members 
Mstep: Class 19 contains 16299 members 
Mstep: Class 20 contains 26604 members 
Mstep: Class 21 contains 14463 members 
Mstep: Class 22 contains 20673 members 
Mstep: Class 24 contains 40644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32946536.000000 Penalty: 49870.054688
Iteration 1F: 24 clusters Score -3.294654e+07 nChanged 235722
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 18494 members 
Mstep: Class 3 contains 22509 members 
Mstep: Class 4 contains 140950 members 
Mstep: Class 5 contains 27609 members 
Mstep: Class 6 contains 13273 members 
Mstep: Class 7 contains 32528 members 
Mstep: Class 8 contains 49230 members 
Mstep: Class 9 contains 14854 members 
Mstep: Class 10 contains 19013 members 
Mstep: Class 11 contains 15865 members 
Mstep: Class 12 contains 22541 members 
Mstep: Class 13 contains 22439 members 
Mstep: Class 14 contains 11137 members 
Mstep: Class 15 contains 19418 members 
Mstep: Class 16 contains 26463 members 
Mstep: Class 17 contains 17023 members 
Mstep: Class 18 contains 17509 members 
Mstep: Class 19 contains 13056 members 
Mstep: Class 20 contains 20463 members 
Mstep: Class 21 contains 12287 members 
Mstep: Class 22 contains 14909 members 
Mstep: Class 24 contains 53040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33354922.000000 Penalty: 49870.054688
Iteration 2F: 24 clusters Score -3.335492e+07 nChanged 168781
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 17942 members 
Mstep: Class 3 contains 16476 members 
Mstep: Class 4 contains 198299 members 
Mstep: Class 5 contains 29544 members 
Mstep: Class 6 contains 10147 members 
Mstep: Class 7 contains 26668 members 
Mstep: Class 8 contains 52193 members 
Mstep: Class 9 contains 10426 members 
Mstep: Class 10 contains 15249 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 17253 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 16303 members 
Mstep: Class 16 contains 30133 members 
Mstep: Class 17 contains 13267 members 
Mstep: Class 18 contains 11052 members 
Mstep: Class 19 contains 11777 members 
Mstep: Class 20 contains 13502 members 
Mstep: Class 21 contains 12070 members 
Mstep: Class 22 contains 10658 members 
Mstep: Class 24 contains 53198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33571328.000000 Penalty: 49870.054688
Iteration 3F: 24 clusters Score -3.357133e+07 nChanged 120383
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 16354 members 
Mstep: Class 3 contains 11433 members 
Mstep: Class 4 contains 242837 members 
Mstep: Class 5 contains 33637 members 
Mstep: Class 6 contains 7827 members 
Mstep: Class 7 contains 17887 members 
Mstep: Class 8 contains 53840 members 
Mstep: Class 9 contains 8626 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 14590 members 
Mstep: Class 12 contains 10145 members 
Mstep: Class 13 contains 13411 members 
Mstep: Class 14 contains 7788 members 
Mstep: Class 15 contains 15130 members 
Mstep: Class 16 contains 37330 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 19 contains 11078 members 
Mstep: Class 20 contains 8113 members 
Mstep: Class 21 contains 11963 members 
Mstep: Class 22 contains 8408 members 
Mstep: Class 24 contains 43990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33708800.000000 Penalty: 49870.054688
Iteration 4F: 24 clusters Score -3.37088e+07 nChanged 89146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 13879 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 273084 members 
Mstep: Class 5 contains 37789 members 
Mstep: Class 6 contains 6228 members 
Mstep: Class 7 contains 10913 members 
Mstep: Class 8 contains 53167 members 
Mstep: Class 9 contains 8238 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 11 contains 14444 members 
Mstep: Class 12 contains 7631 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 6961 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 45645 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 4698 members 
Mstep: Class 19 contains 10337 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 11975 members 
Mstep: Class 22 contains 7116 members 
Mstep: Class 24 contains 33112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33799056.000000 Penalty: 49870.054688
Iteration 5F: 24 clusters Score -3.379906e+07 nChanged 65127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 291313 members 
Mstep: Class 5 contains 41187 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 50525 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 6576 members 
Mstep: Class 13 contains 9306 members 
Mstep: Class 14 contains 6303 members 
Mstep: Class 15 contains 16199 members 
Mstep: Class 16 contains 52415 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 10108 members 
Mstep: Class 20 contains 3542 members 
Mstep: Class 21 contains 11880 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 24 contains 25011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33857180.000000 Penalty: 49870.054688
Iteration 6F: 24 clusters Score -3.385718e+07 nChanged 47772
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 9622 members 
Mstep: Class 3 contains 5556 members 
Mstep: Class 4 contains 301357 members 
Mstep: Class 5 contains 43588 members 
Mstep: Class 6 contains 5013 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 47313 members 
Mstep: Class 9 contains 8700 members 
Mstep: Class 10 contains 12469 members 
Mstep: Class 11 contains 13712 members 
Mstep: Class 12 contains 6127 members 
Mstep: Class 13 contains 8288 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 16956 members 
Mstep: Class 16 contains 57759 members 
Mstep: Class 17 contains 3189 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 2881 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 6109 members 
Mstep: Class 24 contains 20217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33895008.000000 Penalty: 49870.054688
Iteration 7F: 24 clusters Score -3.389501e+07 nChanged 36614
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 4666 members 
Mstep: Class 4 contains 306192 members 
Mstep: Class 5 contains 45043 members 
Mstep: Class 6 contains 4894 members 
Mstep: Class 7 contains 4060 members 
Mstep: Class 8 contains 44296 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 12267 members 
Mstep: Class 11 contains 13442 members 
Mstep: Class 12 contains 6074 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 17538 members 
Mstep: Class 16 contains 62611 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 2658 members 
Mstep: Class 19 contains 10710 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 11180 members 
Mstep: Class 22 contains 6039 members 
Mstep: Class 24 contains 17653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33921828.000000 Penalty: 49870.054688
Iteration 8F: 24 clusters Score -3.392183e+07 nChanged 29534
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 7713 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 307155 members 
Mstep: Class 5 contains 45693 members 
Mstep: Class 6 contains 4936 members 
Mstep: Class 7 contains 3464 members 
Mstep: Class 8 contains 41739 members 
Mstep: Class 9 contains 9312 members 
Mstep: Class 10 contains 12013 members 
Mstep: Class 11 contains 13187 members 
Mstep: Class 12 contains 6180 members 
Mstep: Class 13 contains 7084 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 17896 members 
Mstep: Class 16 contains 67587 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 10994 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 10740 members 
Mstep: Class 22 contains 6287 members 
Mstep: Class 24 contains 16552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33943856.000000 Penalty: 49870.054688
Iteration 9Q: 24 clusters Score -3.394386e+07 nChanged 26098
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 3556 members 
Mstep: Class 4 contains 304832 members 
Mstep: Class 5 contains 45902 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 3100 members 
Mstep: Class 8 contains 39488 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 11799 members 
Mstep: Class 11 contains 12955 members 
Mstep: Class 12 contains 6286 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 18090 members 
Mstep: Class 16 contains 73235 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 10306 members 
Mstep: Class 22 contains 6902 members 
Mstep: Class 24 contains 16345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33964416.000000 Penalty: 49870.054688
Iteration 10Q: 24 clusters Score -3.396442e+07 nChanged 24783
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 6986 members 
Mstep: Class 3 contains 3170 members 
Mstep: Class 4 contains 300006 members 
Mstep: Class 5 contains 45642 members 
Mstep: Class 6 contains 5062 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 37743 members 
Mstep: Class 9 contains 10889 members 
Mstep: Class 10 contains 12111 members 
Mstep: Class 11 contains 12718 members 
Mstep: Class 12 contains 6353 members 
Mstep: Class 13 contains 6265 members 
Mstep: Class 14 contains 6023 members 
Mstep: Class 15 contains 18163 members 
Mstep: Class 16 contains 79749 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 3022 members 
Mstep: Class 21 contains 9733 members 
Mstep: Class 22 contains 7296 members 
Mstep: Class 24 contains 16706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33984220.000000 Penalty: 49870.054688
Iteration 11Q: 24 clusters Score -3.398422e+07 nChanged 24616
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 293229 members 
Mstep: Class 5 contains 45082 members 
Mstep: Class 6 contains 5120 members 
Mstep: Class 7 contains 2865 members 
Mstep: Class 8 contains 36174 members 
Mstep: Class 9 contains 11679 members 
Mstep: Class 10 contains 12817 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 6140 members 
Mstep: Class 14 contains 6099 members 
Mstep: Class 15 contains 18141 members 
Mstep: Class 16 contains 87055 members 
Mstep: Class 17 contains 3233 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 11495 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 9008 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 24 contains 17635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34005200.000000 Penalty: 49870.054688
Iteration 12Q: 24 clusters Score -3.40052e+07 nChanged 24122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 6697 members 
Mstep: Class 3 contains 2618 members 
Mstep: Class 4 contains 285605 members 
Mstep: Class 5 contains 44366 members 
Mstep: Class 6 contains 5133 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 34550 members 
Mstep: Class 9 contains 12400 members 
Mstep: Class 10 contains 13705 members 
Mstep: Class 11 contains 12266 members 
Mstep: Class 12 contains 6581 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 18068 members 
Mstep: Class 16 contains 94321 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 3791 members 
Mstep: Class 21 contains 8209 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 24 contains 19128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34025276.000000 Penalty: 49870.054688
Iteration 13Q: 24 clusters Score -3.402528e+07 nChanged 22889
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 6643 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 278131 members 
Mstep: Class 5 contains 43506 members 
Mstep: Class 6 contains 5139 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 32896 members 
Mstep: Class 9 contains 13021 members 
Mstep: Class 10 contains 14687 members 
Mstep: Class 11 contains 12091 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 17951 members 
Mstep: Class 16 contains 100866 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 11687 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 7337 members 
Mstep: Class 22 contains 7888 members 
Mstep: Class 24 contains 21179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34043976.000000 Penalty: 49870.054688
Iteration 14Q: 24 clusters Score -3.404398e+07 nChanged 20650
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 6634 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 271755 members 
Mstep: Class 5 contains 42497 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 3119 members 
Mstep: Class 8 contains 31233 members 
Mstep: Class 9 contains 13570 members 
Mstep: Class 10 contains 15570 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 12 contains 6808 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 6318 members 
Mstep: Class 15 contains 17825 members 
Mstep: Class 16 contains 106067 members 
Mstep: Class 17 contains 4072 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 11728 members 
Mstep: Class 20 contains 4468 members 
Mstep: Class 21 contains 6465 members 
Mstep: Class 22 contains 8067 members 
Mstep: Class 24 contains 23586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34059768.000000 Penalty: 49870.054688
Iteration 15Q: 24 clusters Score -3.405977e+07 nChanged 17690
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 6636 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 266964 members 
Mstep: Class 5 contains 41711 members 
Mstep: Class 6 contains 5080 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 29598 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 11845 members 
Mstep: Class 12 contains 6925 members 
Mstep: Class 13 contains 7704 members 
Mstep: Class 14 contains 6391 members 
Mstep: Class 15 contains 17710 members 
Mstep: Class 16 contains 109590 members 
Mstep: Class 17 contains 4372 members 
Mstep: Class 18 contains 2502 members 
Mstep: Class 19 contains 11675 members 
Mstep: Class 20 contains 4756 members 
Mstep: Class 21 contains 5626 members 
Mstep: Class 22 contains 8236 members 
Mstep: Class 24 contains 25920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34070260.000000 Penalty: 49870.054688
Iteration 16Q: 24 clusters Score -3.407026e+07 nChanged 14390
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 6662 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 263552 members 
Mstep: Class 5 contains 41138 members 
Mstep: Class 6 contains 5031 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 8 contains 28106 members 
Mstep: Class 9 contains 14399 members 
Mstep: Class 10 contains 17064 members 
Mstep: Class 11 contains 11746 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 8294 members 
Mstep: Class 14 contains 6465 members 
Mstep: Class 15 contains 17609 members 
Mstep: Class 16 contains 111748 members 
Mstep: Class 17 contains 4659 members 
Mstep: Class 18 contains 2434 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 5015 members 
Mstep: Class 21 contains 4932 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 24 contains 27929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34077856.000000 Penalty: 49870.054688
Iteration 17Q: 24 clusters Score -3.407786e+07 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 261234 members 
Mstep: Class 5 contains 40730 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 26759 members 
Mstep: Class 9 contains 14763 members 
Mstep: Class 10 contains 17548 members 
Mstep: Class 11 contains 11690 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 8857 members 
Mstep: Class 14 contains 6539 members 
Mstep: Class 15 contains 17546 members 
Mstep: Class 16 contains 112950 members 
Mstep: Class 17 contains 4923 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11515 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 8474 members 
Mstep: Class 24 contains 29548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34082804.000000 Penalty: 49870.054688
Iteration 18Q: 24 clusters Score -3.40828e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 1912 members 
Mstep: Class 4 contains 259658 members 
Mstep: Class 5 contains 40328 members 
Mstep: Class 6 contains 5025 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 25700 members 
Mstep: Class 9 contains 15086 members 
Mstep: Class 10 contains 17916 members 
Mstep: Class 11 contains 11642 members 
Mstep: Class 12 contains 7068 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 6598 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 113494 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 11465 members 
Mstep: Class 20 contains 5522 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 8508 members 
Mstep: Class 24 contains 30831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34086464.000000 Penalty: 49870.054688
Iteration 19Q: 24 clusters Score -3.408646e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 6793 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 4 contains 258530 members 
Mstep: Class 5 contains 39981 members 
Mstep: Class 6 contains 5030 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 24867 members 
Mstep: Class 9 contains 15377 members 
Mstep: Class 10 contains 18179 members 
Mstep: Class 11 contains 11625 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 9788 members 
Mstep: Class 14 contains 6641 members 
Mstep: Class 15 contains 17562 members 
Mstep: Class 16 contains 113757 members 
Mstep: Class 17 contains 5348 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 11376 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 3894 members 
Mstep: Class 22 contains 8521 members 
Mstep: Class 24 contains 31784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34089700.000000 Penalty: 49870.054688
Iteration 20F: 24 clusters Score -3.40897e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 257559 members 
Mstep: Class 5 contains 39601 members 
Mstep: Class 6 contains 5023 members 
Mstep: Class 7 contains 3690 members 
Mstep: Class 8 contains 24116 members 
Mstep: Class 9 contains 15721 members 
Mstep: Class 10 contains 18241 members 
Mstep: Class 11 contains 11560 members 
Mstep: Class 12 contains 7182 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 6672 members 
Mstep: Class 15 contains 17612 members 
Mstep: Class 16 contains 113791 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 6042 members 
Mstep: Class 21 contains 3753 members 
Mstep: Class 22 contains 8478 members 
Mstep: Class 24 contains 32717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34091764.000000 Penalty: 49870.054688
Iteration 21Q: 24 clusters Score -3.409176e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 6949 members 
Mstep: Class 3 contains 1926 members 
Mstep: Class 4 contains 256740 members 
Mstep: Class 5 contains 39269 members 
Mstep: Class 6 contains 5034 members 
Mstep: Class 7 contains 3723 members 
Mstep: Class 8 contains 23486 members 
Mstep: Class 9 contains 16028 members 
Mstep: Class 10 contains 18307 members 
Mstep: Class 11 contains 11510 members 
Mstep: Class 12 contains 7253 members 
Mstep: Class 13 contains 10666 members 
Mstep: Class 14 contains 6709 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 113619 members 
Mstep: Class 17 contains 5952 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 11105 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 3623 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 24 contains 33525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34093840.000000 Penalty: 49870.054688
Iteration 22Q: 24 clusters Score -3.409384e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 1939 members 
Mstep: Class 4 contains 256063 members 
Mstep: Class 5 contains 38975 members 
Mstep: Class 6 contains 5047 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 22963 members 
Mstep: Class 9 contains 16281 members 
Mstep: Class 10 contains 18301 members 
Mstep: Class 11 contains 11488 members 
Mstep: Class 12 contains 7355 members 
Mstep: Class 13 contains 11043 members 
Mstep: Class 14 contains 6740 members 
Mstep: Class 15 contains 17761 members 
Mstep: Class 16 contains 113313 members 
Mstep: Class 17 contains 6209 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 10978 members 
Mstep: Class 20 contains 6616 members 
Mstep: Class 21 contains 3548 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 24 contains 34269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34095264.000000 Penalty: 49870.054688
Iteration 23Q: 24 clusters Score -3.409526e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 1936 members 
Mstep: Class 4 contains 255541 members 
Mstep: Class 5 contains 38686 members 
Mstep: Class 6 contains 5051 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 22487 members 
Mstep: Class 9 contains 16516 members 
Mstep: Class 10 contains 18294 members 
Mstep: Class 11 contains 11533 members 
Mstep: Class 12 contains 7498 members 
Mstep: Class 13 contains 11377 members 
Mstep: Class 14 contains 6773 members 
Mstep: Class 15 contains 17821 members 
Mstep: Class 16 contains 112872 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 10861 members 
Mstep: Class 20 contains 6920 members 
Mstep: Class 21 contains 3491 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 24 contains 34954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34096688.000000 Penalty: 49870.054688
Iteration 24Q: 24 clusters Score -3.409669e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 255076 members 
Mstep: Class 5 contains 38410 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 3794 members 
Mstep: Class 8 contains 22132 members 
Mstep: Class 9 contains 16716 members 
Mstep: Class 10 contains 18273 members 
Mstep: Class 11 contains 11581 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 11655 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 17899 members 
Mstep: Class 16 contains 112380 members 
Mstep: Class 17 contains 6608 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 10736 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 3465 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 24 contains 35587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34097624.000000 Penalty: 49870.054688
Iteration 25Q: 24 clusters Score -3.409762e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 7338 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 254675 members 
Mstep: Class 5 contains 38196 members 
Mstep: Class 6 contains 5058 members 
Mstep: Class 7 contains 3823 members 
Mstep: Class 8 contains 21867 members 
Mstep: Class 9 contains 16905 members 
Mstep: Class 10 contains 18217 members 
Mstep: Class 11 contains 11629 members 
Mstep: Class 12 contains 7937 members 
Mstep: Class 13 contains 11902 members 
Mstep: Class 14 contains 6828 members 
Mstep: Class 15 contains 17950 members 
Mstep: Class 16 contains 111833 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 10624 members 
Mstep: Class 20 contains 7486 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 8169 members 
Mstep: Class 24 contains 36148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34098700.000000 Penalty: 49870.054688
Iteration 26Q: 24 clusters Score -3.40987e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 254294 members 
Mstep: Class 5 contains 37985 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 21680 members 
Mstep: Class 9 contains 17090 members 
Mstep: Class 10 contains 18155 members 
Mstep: Class 11 contains 11678 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 12094 members 
Mstep: Class 14 contains 6849 members 
Mstep: Class 15 contains 18005 members 
Mstep: Class 16 contains 111287 members 
Mstep: Class 17 contains 6925 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 7749 members 
Mstep: Class 21 contains 3447 members 
Mstep: Class 22 contains 8113 members 
Mstep: Class 24 contains 36622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34099656.000000 Penalty: 49870.054688
Iteration 27Q: 24 clusters Score -3.409966e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 7489 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 253919 members 
Mstep: Class 5 contains 37850 members 
Mstep: Class 6 contains 5040 members 
Mstep: Class 7 contains 3892 members 
Mstep: Class 8 contains 21549 members 
Mstep: Class 9 contains 17288 members 
Mstep: Class 10 contains 18098 members 
Mstep: Class 11 contains 11732 members 
Mstep: Class 12 contains 8497 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 6886 members 
Mstep: Class 15 contains 18061 members 
Mstep: Class 16 contains 110681 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 10484 members 
Mstep: Class 20 contains 7936 members 
Mstep: Class 21 contains 3435 members 
Mstep: Class 22 contains 8056 members 
Mstep: Class 24 contains 37059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34100456.000000 Penalty: 49870.054688
Iteration 28Q: 24 clusters Score -3.410046e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 7572 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 253606 members 
Mstep: Class 5 contains 37691 members 
Mstep: Class 6 contains 5020 members 
Mstep: Class 7 contains 3923 members 
Mstep: Class 8 contains 21439 members 
Mstep: Class 9 contains 17489 members 
Mstep: Class 10 contains 18088 members 
Mstep: Class 11 contains 11780 members 
Mstep: Class 12 contains 8827 members 
Mstep: Class 13 contains 12440 members 
Mstep: Class 14 contains 6902 members 
Mstep: Class 15 contains 18128 members 
Mstep: Class 16 contains 110071 members 
Mstep: Class 17 contains 7207 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 10402 members 
Mstep: Class 20 contains 8117 members 
Mstep: Class 21 contains 3420 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 24 contains 37441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34100932.000000 Penalty: 49870.054688
Iteration 29Q: 24 clusters Score -3.410093e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 7637 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 253320 members 
Mstep: Class 5 contains 37608 members 
Mstep: Class 6 contains 4997 members 
Mstep: Class 7 contains 3954 members 
Mstep: Class 8 contains 21340 members 
Mstep: Class 9 contains 17651 members 
Mstep: Class 10 contains 18063 members 
Mstep: Class 11 contains 11846 members 
Mstep: Class 12 contains 9162 members 
Mstep: Class 13 contains 12571 members 
Mstep: Class 14 contains 6936 members 
Mstep: Class 15 contains 18160 members 
Mstep: Class 16 contains 109441 members 
Mstep: Class 17 contains 7328 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 10311 members 
Mstep: Class 20 contains 8295 members 
Mstep: Class 21 contains 3413 members 
Mstep: Class 22 contains 7936 members 
Mstep: Class 24 contains 37798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34101372.000000 Penalty: 49870.054688
Iteration 30Q: 24 clusters Score -3.410137e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 7685 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 253029 members 
Mstep: Class 5 contains 37584 members 
Mstep: Class 6 contains 4978 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 21227 members 
Mstep: Class 9 contains 17818 members 
Mstep: Class 10 contains 18038 members 
Mstep: Class 11 contains 11904 members 
Mstep: Class 12 contains 9535 members 
Mstep: Class 13 contains 12687 members 
Mstep: Class 14 contains 6952 members 
Mstep: Class 15 contains 18180 members 
Mstep: Class 16 contains 108784 members 
Mstep: Class 17 contains 7423 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 10245 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 7894 members 
Mstep: Class 24 contains 38153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34102020.000000 Penalty: 49870.054688
Iteration 31Q: 24 clusters Score -3.410202e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 7731 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 252815 members 
Mstep: Class 5 contains 37573 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 3999 members 
Mstep: Class 8 contains 21157 members 
Mstep: Class 9 contains 17945 members 
Mstep: Class 10 contains 18019 members 
Mstep: Class 11 contains 11956 members 
Mstep: Class 12 contains 9899 members 
Mstep: Class 13 contains 12772 members 
Mstep: Class 14 contains 6969 members 
Mstep: Class 15 contains 18178 members 
Mstep: Class 16 contains 108148 members 
Mstep: Class 17 contains 7500 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 10174 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 3370 members 
Mstep: Class 22 contains 7875 members 
Mstep: Class 24 contains 38482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34102540.000000 Penalty: 49870.054688
Iteration 32Q: 24 clusters Score -3.410254e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 7770 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 252577 members 
Mstep: Class 5 contains 37587 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 21112 members 
Mstep: Class 9 contains 18079 members 
Mstep: Class 10 contains 17990 members 
Mstep: Class 11 contains 12002 members 
Mstep: Class 12 contains 10261 members 
Mstep: Class 13 contains 12841 members 
Mstep: Class 14 contains 6983 members 
Mstep: Class 15 contains 18169 members 
Mstep: Class 16 contains 107573 members 
Mstep: Class 17 contains 7587 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 10089 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 3359 members 
Mstep: Class 22 contains 7855 members 
Mstep: Class 24 contains 38779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34102680.000000 Penalty: 49870.054688
Iteration 33Q: 24 clusters Score -3.410268e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 7792 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 252375 members 
Mstep: Class 5 contains 37611 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 4072 members 
Mstep: Class 8 contains 21061 members 
Mstep: Class 9 contains 18200 members 
Mstep: Class 10 contains 17970 members 
Mstep: Class 11 contains 12027 members 
Mstep: Class 12 contains 10567 members 
Mstep: Class 13 contains 12912 members 
Mstep: Class 14 contains 6992 members 
Mstep: Class 15 contains 18169 members 
Mstep: Class 16 contains 107029 members 
Mstep: Class 17 contains 7676 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 8807 members 
Mstep: Class 21 contains 3344 members 
Mstep: Class 22 contains 7838 members 
Mstep: Class 24 contains 39058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34103096.000000 Penalty: 49870.054688
Iteration 34Q: 24 clusters Score -3.41031e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 7821 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 252182 members 
Mstep: Class 5 contains 37631 members 
Mstep: Class 6 contains 4918 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 20993 members 
Mstep: Class 9 contains 18306 members 
Mstep: Class 10 contains 17946 members 
Mstep: Class 11 contains 12065 members 
Mstep: Class 12 contains 10830 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 7017 members 
Mstep: Class 15 contains 18173 members 
Mstep: Class 16 contains 106552 members 
Mstep: Class 17 contains 7771 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 9985 members 
Mstep: Class 20 contains 8877 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 7827 members 
Mstep: Class 24 contains 39334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34103264.000000 Penalty: 49870.054688
Iteration 35Q: 24 clusters Score -3.410326e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 7845 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 252037 members 
Mstep: Class 5 contains 37657 members 
Mstep: Class 6 contains 4907 members 
Mstep: Class 7 contains 4130 members 
Mstep: Class 8 contains 20937 members 
Mstep: Class 9 contains 18415 members 
Mstep: Class 10 contains 17945 members 
Mstep: Class 11 contains 12093 members 
Mstep: Class 12 contains 11070 members 
Mstep: Class 13 contains 13022 members 
Mstep: Class 14 contains 7017 members 
Mstep: Class 15 contains 18171 members 
Mstep: Class 16 contains 106132 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 9927 members 
Mstep: Class 20 contains 8923 members 
Mstep: Class 21 contains 3324 members 
Mstep: Class 22 contains 7820 members 
Mstep: Class 24 contains 39548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34103444.000000 Penalty: 49870.054688
Iteration 36Q: 24 clusters Score -3.410344e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 251878 members 
Mstep: Class 5 contains 37697 members 
Mstep: Class 6 contains 4887 members 
Mstep: Class 7 contains 4173 members 
Mstep: Class 8 contains 20886 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 17945 members 
Mstep: Class 11 contains 12120 members 
Mstep: Class 12 contains 11267 members 
Mstep: Class 13 contains 13075 members 
Mstep: Class 14 contains 7013 members 
Mstep: Class 15 contains 18178 members 
Mstep: Class 16 contains 105788 members 
Mstep: Class 17 contains 7896 members 
Mstep: Class 18 contains 2220 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 8969 members 
Mstep: Class 21 contains 3315 members 
Mstep: Class 22 contains 7801 members 
Mstep: Class 24 contains 39729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34103608.000000 Penalty: 49870.054688
Iteration 37Q: 24 clusters Score -3.410361e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 251719 members 
Mstep: Class 5 contains 37748 members 
Mstep: Class 6 contains 4867 members 
Mstep: Class 7 contains 4218 members 
Mstep: Class 8 contains 20807 members 
Mstep: Class 9 contains 18568 members 
Mstep: Class 10 contains 18001 members 
Mstep: Class 11 contains 12140 members 
Mstep: Class 12 contains 11469 members 
Mstep: Class 13 contains 13133 members 
Mstep: Class 14 contains 7007 members 
Mstep: Class 15 contains 18167 members 
Mstep: Class 16 contains 105459 members 
Mstep: Class 17 contains 7937 members 
Mstep: Class 18 contains 2209 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 9027 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 7779 members 
Mstep: Class 24 contains 39896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34103848.000000 Penalty: 49870.054688
Iteration 38Q: 24 clusters Score -3.410385e+07 nChanged 1454
Entering ConstructFrom: 
Score: -34103848.000000 Penalty: 49870.054688
Entering ConstructFrom: 
Trying to split cluster 1 (10525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Entering Unmasked Estep 
Score: -569627.000000 Penalty: 1504.995239
	Iteration 0F: 2 clusters Score -569627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -562160.000000 Penalty: 3009.990479
	Iteration 0F: 3 clusters Score -562160 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -564608.687500 Penalty: 3009.990479
	Iteration 1F: 3 clusters Score -564608.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -564985.250000 Penalty: 3009.990479
	Iteration 2F: 3 clusters Score -564985.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -565437.687500 Penalty: 3009.990479
	Iteration 3F: 3 clusters Score -565437.7 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -566039.437500 Penalty: 3009.990479
	Iteration 4F: 3 clusters Score -566039.4 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -566875.812500 Penalty: 3009.990479
	Iteration 5F: 3 clusters Score -566875.8 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -568286.875000 Penalty: 3009.990479
	Iteration 6F: 3 clusters Score -568286.9 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -569733.687500 Penalty: 3009.990479
	Iteration 7F: 3 clusters Score -569733.7 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -570479.625000 Penalty: 3009.990479
	Iteration 8F: 3 clusters Score -570479.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -570804.562500 Penalty: 3009.990479
	Iteration 9Q: 3 clusters Score -570804.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -570991.562500 Penalty: 3009.990479
	Iteration 10Q: 3 clusters Score -570991.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -571115.187500 Penalty: 3009.990479
	Iteration 11Q: 3 clusters Score -571115.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -571195.000000 Penalty: 3009.990479
	Iteration 12Q: 3 clusters Score -571195 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -571248.625000 Penalty: 3009.990479
	Iteration 13Q: 3 clusters Score -571248.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -571286.500000 Penalty: 3009.990479
	Iteration 14Q: 3 clusters Score -571286.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -571313.125000 Penalty: 3009.990479
	Iteration 15Q: 3 clusters Score -571313.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -571332.062500 Penalty: 3009.990479
	Iteration 16Q: 3 clusters Score -571332.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -571347.125000 Penalty: 3009.990479
	Iteration 17Q: 3 clusters Score -571347.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -571359.187500 Penalty: 3009.990479
	Iteration 18Q: 3 clusters Score -571359.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -571369.187500 Penalty: 3009.990479
	Iteration 19Q: 3 clusters Score -571369.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -571381.375000 Penalty: 3009.990479
	Iteration 20F: 3 clusters Score -571381.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -571402.062500 Penalty: 3009.990479
	Iteration 21Q: 3 clusters Score -571402.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -571425.312500 Penalty: 3009.990479
	Iteration 22Q: 3 clusters Score -571425.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -571444.500000 Penalty: 3009.990479
	Iteration 23Q: 3 clusters Score -571444.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -571456.125000 Penalty: 3009.990479
	Iteration 24Q: 3 clusters Score -571456.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -571463.562500 Penalty: 3009.990479
	Iteration 25Q: 3 clusters Score -571463.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -571468.625000 Penalty: 3009.990479
	Iteration 26Q: 3 clusters Score -571468.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -571471.500000 Penalty: 3009.990479
	Iteration 27Q: 3 clusters Score -571471.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -571472.437500 Penalty: 3009.990479
	Iteration 28Q: 3 clusters Score -571472.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -571473.312500 Penalty: 3009.990479
	Iteration 29Q: 3 clusters Score -571473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -571474.375000 Penalty: 3009.990479
	Iteration 30Q: 3 clusters Score -571474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -571474.812500 Penalty: 3009.990479
	Iteration 31Q: 3 clusters Score -571474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -571475.125000 Penalty: 3009.990479
	Iteration 32Q: 3 clusters Score -571475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -571475.125000 Penalty: 3009.990479
	Iteration 33F: 3 clusters Score -571475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7927 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 251604 members 
Mstep: Class 5 contains 37786 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 20729 members 
Mstep: Class 9 contains 18608 members 
Mstep: Class 10 contains 18063 members 
Mstep: Class 11 contains 12169 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 13184 members 
Mstep: Class 14 contains 7014 members 
Mstep: Class 15 contains 18162 members 
Mstep: Class 16 contains 105159 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 9804 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 7765 members 
Mstep: Class 23 contains 4655 members 
Mstep: Class 24 contains 40042 members 
Entering Unmasked Estep 
Score: -34105132.000000 Penalty: 52038.320312
Splitting cluster 1 changes total score from -34103848.000000 to -34105132.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 2 (7927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Entering Unmasked Estep 
Score: -434879.812500 Penalty: 1458.929932
	Iteration 0F: 2 clusters Score -434879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -429081.281250 Penalty: 2917.859863
	Iteration 0F: 3 clusters Score -429081.3 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -431170.593750 Penalty: 2917.859863
	Iteration 1F: 3 clusters Score -431170.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -431778.531250 Penalty: 2917.859863
	Iteration 2F: 3 clusters Score -431778.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -432564.406250 Penalty: 2917.859863
	Iteration 3F: 3 clusters Score -432564.4 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -433717.812500 Penalty: 2917.859863
	Iteration 4F: 3 clusters Score -433717.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -434891.781250 Penalty: 2917.859863
	Iteration 5F: 3 clusters Score -434891.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -435779.875000 Penalty: 2917.859863
	Iteration 6F: 3 clusters Score -435779.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -436306.562500 Penalty: 2917.859863
	Iteration 7F: 3 clusters Score -436306.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -436637.281250 Penalty: 2917.859863
	Iteration 8Q: 3 clusters Score -436637.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -436815.468750 Penalty: 2917.859863
	Iteration 9Q: 3 clusters Score -436815.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -436883.625000 Penalty: 2917.859863
	Iteration 10Q: 3 clusters Score -436883.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -436917.187500 Penalty: 2917.859863
	Iteration 11Q: 3 clusters Score -436917.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -436950.531250 Penalty: 2917.859863
	Iteration 12Q: 3 clusters Score -436950.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -436974.500000 Penalty: 2917.859863
	Iteration 13Q: 3 clusters Score -436974.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -436988.656250 Penalty: 2917.859863
	Iteration 14Q: 3 clusters Score -436988.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -436998.875000 Penalty: 2917.859863
	Iteration 15Q: 3 clusters Score -436998.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -437005.312500 Penalty: 2917.859863
	Iteration 16Q: 3 clusters Score -437005.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -437008.437500 Penalty: 2917.859863
	Iteration 17Q: 3 clusters Score -437008.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -437009.218750 Penalty: 2917.859863
	Iteration 18Q: 3 clusters Score -437009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -437009.750000 Penalty: 2917.859863
	Iteration 19Q: 3 clusters Score -437009.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -437010.968750 Penalty: 2917.859863
	Iteration 20F: 3 clusters Score -437011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -437013.437500 Penalty: 2917.859863
	Iteration 21Q: 3 clusters Score -437013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -437014.375000 Penalty: 2917.859863
	Iteration 22Q: 3 clusters Score -437014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -437014.406250 Penalty: 2917.859863
	Iteration 23Q: 3 clusters Score -437014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -437014.406250 Penalty: 2917.859863
	Iteration 24F: 3 clusters Score -437014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 251604 members 
Mstep: Class 5 contains 37786 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 20729 members 
Mstep: Class 9 contains 18608 members 
Mstep: Class 10 contains 18063 members 
Mstep: Class 11 contains 12169 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 13184 members 
Mstep: Class 14 contains 7014 members 
Mstep: Class 15 contains 18162 members 
Mstep: Class 16 contains 105159 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 9804 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 7765 members 
Mstep: Class 23 contains 4655 members 
Mstep: Class 24 contains 40042 members 
Mstep: Class 25 contains 4609 members 
Entering Unmasked Estep 
Score: -34106588.000000 Penalty: 54206.582031
Splitting cluster 2 changes total score from -34103848.000000 to -34106588.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -93636.703125 Penalty: 1209.405029
	Iteration 0F: 2 clusters Score -93636.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -91725.054688 Penalty: 2418.810059
	Iteration 0F: 3 clusters Score -91725.05 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -92085.953125 Penalty: 2418.810059
	Iteration 1F: 3 clusters Score -92085.95 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92167.734375 Penalty: 2418.810059
	Iteration 2F: 3 clusters Score -92167.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -92221.234375 Penalty: 2418.810059
	Iteration 3Q: 3 clusters Score -92221.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -92262.523438 Penalty: 2418.810059
	Iteration 4Q: 3 clusters Score -92262.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -92288.164062 Penalty: 2418.810059
	Iteration 5Q: 3 clusters Score -92288.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -92310.156250 Penalty: 2418.810059
	Iteration 6Q: 3 clusters Score -92310.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -92328.984375 Penalty: 2418.810059
	Iteration 7Q: 3 clusters Score -92328.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -92345.570312 Penalty: 2418.810059
	Iteration 8Q: 3 clusters Score -92345.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -92359.023438 Penalty: 2418.810059
	Iteration 9Q: 3 clusters Score -92359.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -92363.289062 Penalty: 2418.810059
	Iteration 10Q: 3 clusters Score -92363.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -92364.757812 Penalty: 2418.810059
	Iteration 11Q: 3 clusters Score -92364.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -92365.179688 Penalty: 2418.810059
	Iteration 12Q: 3 clusters Score -92365.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -92365.695312 Penalty: 2418.810059
	Iteration 13Q: 3 clusters Score -92365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -92367.039062 Penalty: 2418.810059
	Iteration 14Q: 3 clusters Score -92367.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -92367.898438 Penalty: 2418.810059
	Iteration 15Q: 3 clusters Score -92367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -92368.195312 Penalty: 2418.810059
	Iteration 16Q: 3 clusters Score -92368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -92369.062500 Penalty: 2418.810059
	Iteration 17Q: 3 clusters Score -92369.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -92370.093750 Penalty: 2418.810059
	Iteration 18Q: 3 clusters Score -92370.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -92370.898438 Penalty: 2418.810059
	Iteration 19Q: 3 clusters Score -92370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -92371.914062 Penalty: 2418.810059
	Iteration 20F: 3 clusters Score -92371.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -92373.390625 Penalty: 2418.810059
	Iteration 21Q: 3 clusters Score -92373.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -92373.796875 Penalty: 2418.810059
	Iteration 22Q: 3 clusters Score -92373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -92374.062500 Penalty: 2418.810059
	Iteration 23Q: 3 clusters Score -92374.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -92374.062500 Penalty: 2418.810059
	Iteration 24F: 3 clusters Score -92374.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (251604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251604 members 
Entering Unmasked Estep 
Score: -14644248.000000 Penalty: 2020.786865
	Iteration 0F: 2 clusters Score -1.464425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125595 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -14475006.000000 Penalty: 4041.573730
	Iteration 0F: 3 clusters Score -1.447501e+07 nChanged 122123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116962 members 
Mstep: Class 2 contains 134642 members 
Entering Unmasked Estep 
Score: -14548720.000000 Penalty: 4041.573730
	Iteration 1F: 3 clusters Score -1.454872e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 140181 members 
Entering Unmasked Estep 
Score: -14551391.000000 Penalty: 4041.573730
	Iteration 2Q: 3 clusters Score -1.455139e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102941 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -14556113.000000 Penalty: 4041.573730
	Iteration 3Q: 3 clusters Score -1.455611e+07 nChanged 15098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 161179 members 
Entering Unmasked Estep 
Score: -14564550.000000 Penalty: 4041.573730
	Iteration 4F: 3 clusters Score -1.456455e+07 nChanged 18778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 177935 members 
Entering Unmasked Estep 
Score: -14577685.000000 Penalty: 4041.573730
	Iteration 5F: 3 clusters Score -1.457768e+07 nChanged 21237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 197842 members 
Entering Unmasked Estep 
Score: -14595256.000000 Penalty: 4041.573730
	Iteration 6F: 3 clusters Score -1.459526e+07 nChanged 19480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 216728 members 
Entering Unmasked Estep 
Score: -14612889.000000 Penalty: 4041.573730
	Iteration 7F: 3 clusters Score -1.461289e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 231184 members 
Entering Unmasked Estep 
Score: -14625913.000000 Penalty: 4041.573730
	Iteration 8F: 3 clusters Score -1.462591e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 240730 members 
Entering Unmasked Estep 
Score: -14634272.000000 Penalty: 4041.573730
	Iteration 9Q: 3 clusters Score -1.463427e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 246022 members 
Entering Unmasked Estep 
Score: -14638782.000000 Penalty: 4041.573730
	Iteration 10Q: 3 clusters Score -1.463878e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 248668 members 
Entering Unmasked Estep 
Score: -14640832.000000 Penalty: 4041.573730
	Iteration 11Q: 3 clusters Score -1.464083e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 249930 members 
Entering Unmasked Estep 
Score: -14641789.000000 Penalty: 4041.573730
	Iteration 12Q: 3 clusters Score -1.464179e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 250473 members 
Entering Unmasked Estep 
Score: -14642265.000000 Penalty: 4041.573730
	Iteration 13Q: 3 clusters Score -1.464226e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 250701 members 
Entering Unmasked Estep 
Score: -14642459.000000 Penalty: 4041.573730
	Iteration 14Q: 3 clusters Score -1.464246e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 250797 members 
Entering Unmasked Estep 
Score: -14642610.000000 Penalty: 4041.573730
	Iteration 15Q: 3 clusters Score -1.464261e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 250844 members 
Entering Unmasked Estep 
Score: -14642656.000000 Penalty: 4041.573730
	Iteration 16Q: 3 clusters Score -1.464266e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 250884 members 
Entering Unmasked Estep 
Score: -14642698.000000 Penalty: 4041.573730
	Iteration 17Q: 3 clusters Score -1.46427e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 250908 members 
Entering Unmasked Estep 
Score: -14642746.000000 Penalty: 4041.573730
	Iteration 18Q: 3 clusters Score -1.464275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 250923 members 
Entering Unmasked Estep 
Score: -14642784.000000 Penalty: 4041.573730
	Iteration 19Q: 3 clusters Score -1.464278e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 250929 members 
Entering Unmasked Estep 
Score: -14642803.000000 Penalty: 4041.573730
	Iteration 20F: 3 clusters Score -1.46428e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 250934 members 
Entering Unmasked Estep 
Score: -14642840.000000 Penalty: 4041.573730
	Iteration 21Q: 3 clusters Score -1.464284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 250933 members 
Entering Unmasked Estep 
Score: -14642876.000000 Penalty: 4041.573730
	Iteration 22Q: 3 clusters Score -1.464288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 250943 members 
Entering Unmasked Estep 
Score: -14642925.000000 Penalty: 4041.573730
	Iteration 23Q: 3 clusters Score -1.464292e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 250948 members 
Entering Unmasked Estep 
Score: -14642962.000000 Penalty: 4041.573730
	Iteration 24Q: 3 clusters Score -1.464296e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 250957 members 
Entering Unmasked Estep 
Score: -14642997.000000 Penalty: 4041.573730
	Iteration 25Q: 3 clusters Score -1.4643e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 250965 members 
Entering Unmasked Estep 
Score: -14643030.000000 Penalty: 4041.573730
	Iteration 26Q: 3 clusters Score -1.464303e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 250961 members 
Entering Unmasked Estep 
Score: -14643066.000000 Penalty: 4041.573730
	Iteration 27Q: 3 clusters Score -1.464307e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 250954 members 
Entering Unmasked Estep 
Score: -14643106.000000 Penalty: 4041.573730
	Iteration 28Q: 3 clusters Score -1.464311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 250948 members 
Entering Unmasked Estep 
Score: -14643127.000000 Penalty: 4041.573730
	Iteration 29Q: 3 clusters Score -1.464313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 250948 members 
Entering Unmasked Estep 
Score: -14643146.000000 Penalty: 4041.573730
	Iteration 30Q: 3 clusters Score -1.464315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 250938 members 
Entering Unmasked Estep 
Score: -14643137.000000 Penalty: 4041.573730
	Iteration 31Q: 3 clusters Score -1.464314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 250938 members 
Entering Unmasked Estep 
Score: -14643142.000000 Penalty: 4041.573730
	Iteration 32Q: 3 clusters Score -1.464314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 250944 members 
Entering Unmasked Estep 
Score: -14643156.000000 Penalty: 4041.573730
	Iteration 33Q: 3 clusters Score -1.464316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 250946 members 
Entering Unmasked Estep 
Score: -14643152.000000 Penalty: 4041.573730
	Iteration 34Q: 3 clusters Score -1.464315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 250947 members 
Entering Unmasked Estep 
Score: -14643147.000000 Penalty: 4041.573730
	Iteration 35Q: 3 clusters Score -1.464315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 250949 members 
Entering Unmasked Estep 
Score: -14643153.000000 Penalty: 4041.573730
	Iteration 36Q: 3 clusters Score -1.464315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 250951 members 
Entering Unmasked Estep 
Score: -14643155.000000 Penalty: 4041.573730
	Iteration 37Q: 3 clusters Score -1.464316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 250952 members 
Entering Unmasked Estep 
Score: -14643155.000000 Penalty: 4041.573730
	Iteration 38Q: 3 clusters Score -1.464316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 250957 members 
Entering Unmasked Estep 
Score: -14643149.000000 Penalty: 4041.573730
	Iteration 39Q: 3 clusters Score -1.464315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 250957 members 
Entering Unmasked Estep 
Score: -14643154.000000 Penalty: 4041.573730
	Iteration 40F: 3 clusters Score -1.464315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 250958 members 
Entering Unmasked Estep 
Score: -14643155.000000 Penalty: 4041.573730
	Iteration 41Q: 3 clusters Score -1.464316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 250957 members 
Entering Unmasked Estep 
Score: -14643154.000000 Penalty: 4041.573730
	Iteration 42Q: 3 clusters Score -1.464315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 250957 members 
Entering Unmasked Estep 
Score: -14643154.000000 Penalty: 4041.573730
	Iteration 43F: 3 clusters Score -1.464315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Entering Unmasked Estep 
Score: -2203774.500000 Penalty: 1712.700195
	Iteration 0F: 2 clusters Score -2203774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2178392.000000 Penalty: 3425.400391
	Iteration 0F: 3 clusters Score -2178392 nChanged 17572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2188327.750000 Penalty: 3425.400391
	Iteration 1F: 3 clusters Score -2188328 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2188853.250000 Penalty: 3425.400391
	Iteration 2Q: 3 clusters Score -2188853 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2189351.500000 Penalty: 3425.400391
	Iteration 3Q: 3 clusters Score -2189352 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2189895.000000 Penalty: 3425.400391
	Iteration 4Q: 3 clusters Score -2189895 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2190461.500000 Penalty: 3425.400391
	Iteration 5Q: 3 clusters Score -2190462 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2191106.250000 Penalty: 3425.400391
	Iteration 6Q: 3 clusters Score -2191106 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2191768.500000 Penalty: 3425.400391
	Iteration 7Q: 3 clusters Score -2191768 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2192433.750000 Penalty: 3425.400391
	Iteration 8Q: 3 clusters Score -2192434 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2193060.000000 Penalty: 3425.400391
	Iteration 9Q: 3 clusters Score -2193060 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2193598.000000 Penalty: 3425.400391
	Iteration 10Q: 3 clusters Score -2193598 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2194085.250000 Penalty: 3425.400391
	Iteration 11Q: 3 clusters Score -2194085 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2194536.000000 Penalty: 3425.400391
	Iteration 12Q: 3 clusters Score -2194536 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2195021.750000 Penalty: 3425.400391
	Iteration 13Q: 3 clusters Score -2195022 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2195570.750000 Penalty: 3425.400391
	Iteration 14Q: 3 clusters Score -2195571 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2196171.500000 Penalty: 3425.400391
	Iteration 15Q: 3 clusters Score -2196172 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2196844.500000 Penalty: 3425.400391
	Iteration 16Q: 3 clusters Score -2196844 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2197554.500000 Penalty: 3425.400391
	Iteration 17Q: 3 clusters Score -2197554 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2198299.250000 Penalty: 3425.400391
	Iteration 18Q: 3 clusters Score -2198299 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2199118.250000 Penalty: 3425.400391
	Iteration 19Q: 3 clusters Score -2199118 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2199913.750000 Penalty: 3425.400391
	Iteration 20F: 3 clusters Score -2199914 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2200663.750000 Penalty: 3425.400391
	Iteration 21Q: 3 clusters Score -2200664 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2201227.500000 Penalty: 3425.400391
	Iteration 22Q: 3 clusters Score -2201228 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2201630.000000 Penalty: 3425.400391
	Iteration 23Q: 3 clusters Score -2201630 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2201914.000000 Penalty: 3425.400391
	Iteration 24Q: 3 clusters Score -2201914 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2202084.500000 Penalty: 3425.400391
	Iteration 25Q: 3 clusters Score -2202084 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2202209.250000 Penalty: 3425.400391
	Iteration 26Q: 3 clusters Score -2202209 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2202303.250000 Penalty: 3425.400391
	Iteration 27Q: 3 clusters Score -2202303 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2202356.750000 Penalty: 3425.400391
	Iteration 28Q: 3 clusters Score -2202357 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2202386.500000 Penalty: 3425.400391
	Iteration 29Q: 3 clusters Score -2202386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2202409.500000 Penalty: 3425.400391
	Iteration 30Q: 3 clusters Score -2202410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2202430.250000 Penalty: 3425.400391
	Iteration 31Q: 3 clusters Score -2202430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2202454.750000 Penalty: 3425.400391
	Iteration 32Q: 3 clusters Score -2202455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2202462.000000 Penalty: 3425.400391
	Iteration 33Q: 3 clusters Score -2202462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2202467.250000 Penalty: 3425.400391
	Iteration 34Q: 3 clusters Score -2202467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2202472.750000 Penalty: 3425.400391
	Iteration 35Q: 3 clusters Score -2202473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2202473.500000 Penalty: 3425.400391
	Iteration 36Q: 3 clusters Score -2202474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2202477.500000 Penalty: 3425.400391
	Iteration 37Q: 3 clusters Score -2202478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2202480.000000 Penalty: 3425.400391
	Iteration 38Q: 3 clusters Score -2202480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2202482.500000 Penalty: 3425.400391
	Iteration 39Q: 3 clusters Score -2202482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2202485.000000 Penalty: 3425.400391
	Iteration 40F: 3 clusters Score -2202485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2202486.750000 Penalty: 3425.400391
	Iteration 41Q: 3 clusters Score -2202487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2202487.750000 Penalty: 3425.400391
	Iteration 42Q: 3 clusters Score -2202488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2202491.500000 Penalty: 3425.400391
	Iteration 43Q: 3 clusters Score -2202492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2202492.500000 Penalty: 3425.400391
	Iteration 44Q: 3 clusters Score -2202492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2202491.250000 Penalty: 3425.400391
	Iteration 45Q: 3 clusters Score -2202491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2202496.500000 Penalty: 3425.400391
	Iteration 46Q: 3 clusters Score -2202496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2202497.750000 Penalty: 3425.400391
	Iteration 47Q: 3 clusters Score -2202498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2202498.750000 Penalty: 3425.400391
	Iteration 48Q: 3 clusters Score -2202499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2202498.750000 Penalty: 3425.400391
	Iteration 49F: 3 clusters Score -2202499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -219383.906250 Penalty: 1379.094360
	Iteration 0F: 2 clusters Score -219383.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -215557.875000 Penalty: 2758.188721
	Iteration 0F: 3 clusters Score -215557.9 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -216921.421875 Penalty: 2758.188721
	Iteration 1F: 3 clusters Score -216921.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -217641.687500 Penalty: 2758.188721
	Iteration 2F: 3 clusters Score -217641.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -218384.546875 Penalty: 2758.188721
	Iteration 3F: 3 clusters Score -218384.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -218824.500000 Penalty: 2758.188721
	Iteration 4F: 3 clusters Score -218824.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -219152.328125 Penalty: 2758.188721
	Iteration 5F: 3 clusters Score -219152.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -219459.765625 Penalty: 2758.188721
	Iteration 6F: 3 clusters Score -219459.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -219742.734375 Penalty: 2758.188721
	Iteration 7Q: 3 clusters Score -219742.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -220028.453125 Penalty: 2758.188721
	Iteration 8Q: 3 clusters Score -220028.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -220256.875000 Penalty: 2758.188721
	Iteration 9Q: 3 clusters Score -220256.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -220424.875000 Penalty: 2758.188721
	Iteration 10Q: 3 clusters Score -220424.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -220526.500000 Penalty: 2758.188721
	Iteration 11Q: 3 clusters Score -220526.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -220572.375000 Penalty: 2758.188721
	Iteration 12Q: 3 clusters Score -220572.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -220599.312500 Penalty: 2758.188721
	Iteration 13Q: 3 clusters Score -220599.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -220611.562500 Penalty: 2758.188721
	Iteration 14Q: 3 clusters Score -220611.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -220617.500000 Penalty: 2758.188721
	Iteration 15Q: 3 clusters Score -220617.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -220620.562500 Penalty: 2758.188721
	Iteration 16Q: 3 clusters Score -220620.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -220625.406250 Penalty: 2758.188721
	Iteration 17Q: 3 clusters Score -220625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -220630.500000 Penalty: 2758.188721
	Iteration 18Q: 3 clusters Score -220630.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -220633.968750 Penalty: 2758.188721
	Iteration 19Q: 3 clusters Score -220634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -220636.968750 Penalty: 2758.188721
	Iteration 20F: 3 clusters Score -220637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -220640.062500 Penalty: 2758.188721
	Iteration 21Q: 3 clusters Score -220640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -220641.359375 Penalty: 2758.188721
	Iteration 22Q: 3 clusters Score -220641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -220643.578125 Penalty: 2758.188721
	Iteration 23Q: 3 clusters Score -220643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -220649.203125 Penalty: 2758.188721
	Iteration 24Q: 3 clusters Score -220649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -220657.234375 Penalty: 2758.188721
	Iteration 25Q: 3 clusters Score -220657.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -220663.078125 Penalty: 2758.188721
	Iteration 26Q: 3 clusters Score -220663.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -220668.750000 Penalty: 2758.188721
	Iteration 27Q: 3 clusters Score -220668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -220673.750000 Penalty: 2758.188721
	Iteration 28Q: 3 clusters Score -220673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -220677.765625 Penalty: 2758.188721
	Iteration 29Q: 3 clusters Score -220677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -220679.296875 Penalty: 2758.188721
	Iteration 30Q: 3 clusters Score -220679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -220681.437500 Penalty: 2758.188721
	Iteration 31Q: 3 clusters Score -220681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -220684.890625 Penalty: 2758.188721
	Iteration 32Q: 3 clusters Score -220684.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -220686.578125 Penalty: 2758.188721
	Iteration 33Q: 3 clusters Score -220686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -220688.187500 Penalty: 2758.188721
	Iteration 34Q: 3 clusters Score -220688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -220696.828125 Penalty: 2758.188721
	Iteration 35Q: 3 clusters Score -220696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -220701.421875 Penalty: 2758.188721
	Iteration 36Q: 3 clusters Score -220701.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -220704.296875 Penalty: 2758.188721
	Iteration 37Q: 3 clusters Score -220704.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -220705.625000 Penalty: 2758.188721
	Iteration 38Q: 3 clusters Score -220705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -220706.500000 Penalty: 2758.188721
	Iteration 39Q: 3 clusters Score -220706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -220706.953125 Penalty: 2758.188721
	Iteration 40F: 3 clusters Score -220707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -220707.375000 Penalty: 2758.188721
	Iteration 41Q: 3 clusters Score -220707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -220708.015625 Penalty: 2758.188721
	Iteration 42Q: 3 clusters Score -220708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -220708.015625 Penalty: 2758.188721
	Iteration 43F: 3 clusters Score -220708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 251604 members 
Mstep: Class 5 contains 37786 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 20729 members 
Mstep: Class 9 contains 18608 members 
Mstep: Class 10 contains 18063 members 
Mstep: Class 11 contains 12169 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 13184 members 
Mstep: Class 14 contains 7014 members 
Mstep: Class 15 contains 18162 members 
Mstep: Class 16 contains 105159 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 9804 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 7765 members 
Mstep: Class 23 contains 4655 members 
Mstep: Class 24 contains 40042 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 1388 members 
Entering Unmasked Estep 
Score: -34107184.000000 Penalty: 56374.843750
Splitting cluster 6 changes total score from -34103848.000000 to -34107184.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -240775.906250 Penalty: 1358.359375
	Iteration 0F: 2 clusters Score -240775.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -237261.609375 Penalty: 2716.718750
	Iteration 0F: 3 clusters Score -237261.6 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -238206.046875 Penalty: 2716.718750
	Iteration 1F: 3 clusters Score -238206 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -238390.421875 Penalty: 2716.718750
	Iteration 2F: 3 clusters Score -238390.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -238517.812500 Penalty: 2716.718750
	Iteration 3F: 3 clusters Score -238517.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -238623.937500 Penalty: 2716.718750
	Iteration 4Q: 3 clusters Score -238623.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -238708.593750 Penalty: 2716.718750
	Iteration 5Q: 3 clusters Score -238708.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -238786.968750 Penalty: 2716.718750
	Iteration 6Q: 3 clusters Score -238787 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -238862.656250 Penalty: 2716.718750
	Iteration 7Q: 3 clusters Score -238862.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -238942.125000 Penalty: 2716.718750
	Iteration 8Q: 3 clusters Score -238942.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -239034.640625 Penalty: 2716.718750
	Iteration 9Q: 3 clusters Score -239034.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -239161.765625 Penalty: 2716.718750
	Iteration 10Q: 3 clusters Score -239161.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -239307.421875 Penalty: 2716.718750
	Iteration 11Q: 3 clusters Score -239307.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -239440.281250 Penalty: 2716.718750
	Iteration 12Q: 3 clusters Score -239440.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -239570.000000 Penalty: 2716.718750
	Iteration 13Q: 3 clusters Score -239570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -239661.125000 Penalty: 2716.718750
	Iteration 14Q: 3 clusters Score -239661.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -239720.578125 Penalty: 2716.718750
	Iteration 15Q: 3 clusters Score -239720.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -239756.656250 Penalty: 2716.718750
	Iteration 16Q: 3 clusters Score -239756.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -239776.687500 Penalty: 2716.718750
	Iteration 17Q: 3 clusters Score -239776.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -239790.109375 Penalty: 2716.718750
	Iteration 18Q: 3 clusters Score -239790.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -239799.734375 Penalty: 2716.718750
	Iteration 19Q: 3 clusters Score -239799.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -239806.281250 Penalty: 2716.718750
	Iteration 20F: 3 clusters Score -239806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -239807.562500 Penalty: 2716.718750
	Iteration 21Q: 3 clusters Score -239807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -239808.781250 Penalty: 2716.718750
	Iteration 22Q: 3 clusters Score -239808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -239809.593750 Penalty: 2716.718750
	Iteration 23Q: 3 clusters Score -239809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -239810.437500 Penalty: 2716.718750
	Iteration 24Q: 3 clusters Score -239810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -239811.890625 Penalty: 2716.718750
	Iteration 25Q: 3 clusters Score -239811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -239811.890625 Penalty: 2716.718750
	Iteration 26F: 3 clusters Score -239811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Entering Unmasked Estep 
Score: -1117045.625000 Penalty: 1615.134521
	Iteration 0F: 2 clusters Score -1117046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1103075.125000 Penalty: 3230.269043
	Iteration 0F: 3 clusters Score -1103075 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1108098.875000 Penalty: 3230.269043
	Iteration 1F: 3 clusters Score -1108099 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1108462.500000 Penalty: 3230.269043
	Iteration 2F: 3 clusters Score -1108462 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1108804.375000 Penalty: 3230.269043
	Iteration 3Q: 3 clusters Score -1108804 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1109168.375000 Penalty: 3230.269043
	Iteration 4Q: 3 clusters Score -1109168 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1109561.000000 Penalty: 3230.269043
	Iteration 5Q: 3 clusters Score -1109561 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1110015.875000 Penalty: 3230.269043
	Iteration 6Q: 3 clusters Score -1110016 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1110575.500000 Penalty: 3230.269043
	Iteration 7Q: 3 clusters Score -1110576 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1111217.625000 Penalty: 3230.269043
	Iteration 8Q: 3 clusters Score -1111218 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1111984.250000 Penalty: 3230.269043
	Iteration 9F: 3 clusters Score -1111984 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1112708.500000 Penalty: 3230.269043
	Iteration 10Q: 3 clusters Score -1112708 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1113336.500000 Penalty: 3230.269043
	Iteration 11Q: 3 clusters Score -1113336 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1113869.250000 Penalty: 3230.269043
	Iteration 12Q: 3 clusters Score -1113869 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1114305.875000 Penalty: 3230.269043
	Iteration 13Q: 3 clusters Score -1114306 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1114657.000000 Penalty: 3230.269043
	Iteration 14Q: 3 clusters Score -1114657 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1114980.875000 Penalty: 3230.269043
	Iteration 15Q: 3 clusters Score -1114981 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1115313.625000 Penalty: 3230.269043
	Iteration 16Q: 3 clusters Score -1115314 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1115594.125000 Penalty: 3230.269043
	Iteration 17Q: 3 clusters Score -1115594 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1115840.125000 Penalty: 3230.269043
	Iteration 18Q: 3 clusters Score -1115840 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1115991.500000 Penalty: 3230.269043
	Iteration 19Q: 3 clusters Score -1115992 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1116097.125000 Penalty: 3230.269043
	Iteration 20F: 3 clusters Score -1116097 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1116174.500000 Penalty: 3230.269043
	Iteration 21Q: 3 clusters Score -1116174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1116231.875000 Penalty: 3230.269043
	Iteration 22Q: 3 clusters Score -1116232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1116275.000000 Penalty: 3230.269043
	Iteration 23Q: 3 clusters Score -1116275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1116311.375000 Penalty: 3230.269043
	Iteration 24Q: 3 clusters Score -1116311 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1116343.625000 Penalty: 3230.269043
	Iteration 25Q: 3 clusters Score -1116344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1116373.500000 Penalty: 3230.269043
	Iteration 26Q: 3 clusters Score -1116374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1116401.000000 Penalty: 3230.269043
	Iteration 27Q: 3 clusters Score -1116401 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1116424.500000 Penalty: 3230.269043
	Iteration 28Q: 3 clusters Score -1116424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1116440.875000 Penalty: 3230.269043
	Iteration 29Q: 3 clusters Score -1116441 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1116460.375000 Penalty: 3230.269043
	Iteration 30Q: 3 clusters Score -1116460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1116471.125000 Penalty: 3230.269043
	Iteration 31Q: 3 clusters Score -1116471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1116481.000000 Penalty: 3230.269043
	Iteration 32Q: 3 clusters Score -1116481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1116488.625000 Penalty: 3230.269043
	Iteration 33Q: 3 clusters Score -1116489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1116493.625000 Penalty: 3230.269043
	Iteration 34Q: 3 clusters Score -1116494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1116496.500000 Penalty: 3230.269043
	Iteration 35Q: 3 clusters Score -1116496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1116501.500000 Penalty: 3230.269043
	Iteration 36Q: 3 clusters Score -1116502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1116504.875000 Penalty: 3230.269043
	Iteration 37Q: 3 clusters Score -1116505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1116504.625000 Penalty: 3230.269043
	Iteration 38Q: 3 clusters Score -1116505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1116504.000000 Penalty: 3230.269043
	Iteration 39Q: 3 clusters Score -1116504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1116506.500000 Penalty: 3230.269043
	Iteration 40F: 3 clusters Score -1116506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1116507.625000 Penalty: 3230.269043
	Iteration 41Q: 3 clusters Score -1116508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1116510.625000 Penalty: 3230.269043
	Iteration 42Q: 3 clusters Score -1116511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1116513.125000 Penalty: 3230.269043
	Iteration 43Q: 3 clusters Score -1116513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1116513.500000 Penalty: 3230.269043
	Iteration 44Q: 3 clusters Score -1116514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1116515.500000 Penalty: 3230.269043
	Iteration 45Q: 3 clusters Score -1116516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1116519.500000 Penalty: 3230.269043
	Iteration 46Q: 3 clusters Score -1116520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1116521.875000 Penalty: 3230.269043
	Iteration 47Q: 3 clusters Score -1116522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1116520.500000 Penalty: 3230.269043
	Iteration 48Q: 3 clusters Score -1116520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1116521.500000 Penalty: 3230.269043
	Iteration 49Q: 3 clusters Score -1116522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1116523.125000 Penalty: 3230.269043
	Iteration 50Q: 3 clusters Score -1116523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1116523.375000 Penalty: 3230.269043
	Iteration 51Q: 3 clusters Score -1116523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1116526.750000 Penalty: 3230.269043
	Iteration 52Q: 3 clusters Score -1116527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1116525.000000 Penalty: 3230.269043
	Iteration 53Q: 3 clusters Score -1116525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1116525.000000 Penalty: 3230.269043
	Iteration 54F: 3 clusters Score -1116525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Entering Unmasked Estep 
Score: -1036889.750000 Penalty: 1597.593750
	Iteration 0F: 2 clusters Score -1036890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1024109.437500 Penalty: 3195.187500
	Iteration 0F: 3 clusters Score -1024109 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1028855.937500 Penalty: 3195.187500
	Iteration 1F: 3 clusters Score -1028856 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1029402.687500 Penalty: 3195.187500
	Iteration 2F: 3 clusters Score -1029403 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1030088.187500 Penalty: 3195.187500
	Iteration 3F: 3 clusters Score -1030088 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1030954.062500 Penalty: 3195.187500
	Iteration 4F: 3 clusters Score -1030954 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1032032.750000 Penalty: 3195.187500
	Iteration 5F: 3 clusters Score -1032033 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1033246.125000 Penalty: 3195.187500
	Iteration 6F: 3 clusters Score -1033246 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1034218.312500 Penalty: 3195.187500
	Iteration 7F: 3 clusters Score -1034218 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1034789.062500 Penalty: 3195.187500
	Iteration 8Q: 3 clusters Score -1034789 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1035050.000000 Penalty: 3195.187500
	Iteration 9Q: 3 clusters Score -1035050 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1035167.562500 Penalty: 3195.187500
	Iteration 10Q: 3 clusters Score -1035168 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1035229.937500 Penalty: 3195.187500
	Iteration 11Q: 3 clusters Score -1035230 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1035284.312500 Penalty: 3195.187500
	Iteration 12Q: 3 clusters Score -1035284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1035326.625000 Penalty: 3195.187500
	Iteration 13Q: 3 clusters Score -1035327 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1035356.437500 Penalty: 3195.187500
	Iteration 14Q: 3 clusters Score -1035356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1035384.937500 Penalty: 3195.187500
	Iteration 15Q: 3 clusters Score -1035385 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1035412.000000 Penalty: 3195.187500
	Iteration 16Q: 3 clusters Score -1035412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1035430.500000 Penalty: 3195.187500
	Iteration 17Q: 3 clusters Score -1035430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1035451.937500 Penalty: 3195.187500
	Iteration 18Q: 3 clusters Score -1035452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1035477.750000 Penalty: 3195.187500
	Iteration 19Q: 3 clusters Score -1035478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1035495.000000 Penalty: 3195.187500
	Iteration 20F: 3 clusters Score -1035495 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1035514.812500 Penalty: 3195.187500
	Iteration 21Q: 3 clusters Score -1035515 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1035533.437500 Penalty: 3195.187500
	Iteration 22Q: 3 clusters Score -1035533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1035562.062500 Penalty: 3195.187500
	Iteration 23Q: 3 clusters Score -1035562 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1035593.437500 Penalty: 3195.187500
	Iteration 24Q: 3 clusters Score -1035593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1035637.625000 Penalty: 3195.187500
	Iteration 25Q: 3 clusters Score -1035638 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1035681.125000 Penalty: 3195.187500
	Iteration 26Q: 3 clusters Score -1035681 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1035743.937500 Penalty: 3195.187500
	Iteration 27Q: 3 clusters Score -1035744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1035827.625000 Penalty: 3195.187500
	Iteration 28Q: 3 clusters Score -1035828 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1035919.625000 Penalty: 3195.187500
	Iteration 29Q: 3 clusters Score -1035920 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1036050.000000 Penalty: 3195.187500
	Iteration 30Q: 3 clusters Score -1036050 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1036170.125000 Penalty: 3195.187500
	Iteration 31Q: 3 clusters Score -1036170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1036258.812500 Penalty: 3195.187500
	Iteration 32Q: 3 clusters Score -1036259 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1036321.375000 Penalty: 3195.187500
	Iteration 33Q: 3 clusters Score -1036321 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1036363.500000 Penalty: 3195.187500
	Iteration 34Q: 3 clusters Score -1036364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1036382.937500 Penalty: 3195.187500
	Iteration 35Q: 3 clusters Score -1036383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1036395.625000 Penalty: 3195.187500
	Iteration 36Q: 3 clusters Score -1036396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1036406.312500 Penalty: 3195.187500
	Iteration 37Q: 3 clusters Score -1036406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1036414.562500 Penalty: 3195.187500
	Iteration 38Q: 3 clusters Score -1036415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1036417.375000 Penalty: 3195.187500
	Iteration 39Q: 3 clusters Score -1036417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1036419.187500 Penalty: 3195.187500
	Iteration 40F: 3 clusters Score -1036419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1036425.562500 Penalty: 3195.187500
	Iteration 41Q: 3 clusters Score -1036426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1036424.750000 Penalty: 3195.187500
	Iteration 42Q: 3 clusters Score -1036425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1036426.312500 Penalty: 3195.187500
	Iteration 43Q: 3 clusters Score -1036426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1036427.062500 Penalty: 3195.187500
	Iteration 44Q: 3 clusters Score -1036427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1036427.687500 Penalty: 3195.187500
	Iteration 45Q: 3 clusters Score -1036428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1036428.375000 Penalty: 3195.187500
	Iteration 46Q: 3 clusters Score -1036428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1036428.375000 Penalty: 3195.187500
	Iteration 47F: 3 clusters Score -1036428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Entering Unmasked Estep 
Score: -856002.187500 Penalty: 1592.763306
	Iteration 0F: 2 clusters Score -856002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -843696.687500 Penalty: 3185.526611
	Iteration 0F: 3 clusters Score -843696.7 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -848222.375000 Penalty: 3185.526611
	Iteration 1F: 3 clusters Score -848222.4 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -848670.500000 Penalty: 3185.526611
	Iteration 2F: 3 clusters Score -848670.5 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -849162.750000 Penalty: 3185.526611
	Iteration 3F: 3 clusters Score -849162.8 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -849727.062500 Penalty: 3185.526611
	Iteration 4F: 3 clusters Score -849727.1 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -850405.312500 Penalty: 3185.526611
	Iteration 5F: 3 clusters Score -850405.3 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -851188.312500 Penalty: 3185.526611
	Iteration 6F: 3 clusters Score -851188.3 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -851894.000000 Penalty: 3185.526611
	Iteration 7F: 3 clusters Score -851894 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -852450.125000 Penalty: 3185.526611
	Iteration 8F: 3 clusters Score -852450.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -852835.625000 Penalty: 3185.526611
	Iteration 9Q: 3 clusters Score -852835.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -853080.437500 Penalty: 3185.526611
	Iteration 10Q: 3 clusters Score -853080.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -853238.125000 Penalty: 3185.526611
	Iteration 11Q: 3 clusters Score -853238.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -853333.500000 Penalty: 3185.526611
	Iteration 12Q: 3 clusters Score -853333.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -853418.750000 Penalty: 3185.526611
	Iteration 13Q: 3 clusters Score -853418.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -853493.125000 Penalty: 3185.526611
	Iteration 14Q: 3 clusters Score -853493.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -853561.625000 Penalty: 3185.526611
	Iteration 15Q: 3 clusters Score -853561.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -853626.250000 Penalty: 3185.526611
	Iteration 16Q: 3 clusters Score -853626.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -853677.187500 Penalty: 3185.526611
	Iteration 17Q: 3 clusters Score -853677.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -853724.625000 Penalty: 3185.526611
	Iteration 18Q: 3 clusters Score -853724.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -853772.000000 Penalty: 3185.526611
	Iteration 19Q: 3 clusters Score -853772 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -853819.000000 Penalty: 3185.526611
	Iteration 20F: 3 clusters Score -853819 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -853851.500000 Penalty: 3185.526611
	Iteration 21Q: 3 clusters Score -853851.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -853875.062500 Penalty: 3185.526611
	Iteration 22Q: 3 clusters Score -853875.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -853895.125000 Penalty: 3185.526611
	Iteration 23Q: 3 clusters Score -853895.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -853910.750000 Penalty: 3185.526611
	Iteration 24Q: 3 clusters Score -853910.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -853920.437500 Penalty: 3185.526611
	Iteration 25Q: 3 clusters Score -853920.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -853927.875000 Penalty: 3185.526611
	Iteration 26Q: 3 clusters Score -853927.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -853934.437500 Penalty: 3185.526611
	Iteration 27Q: 3 clusters Score -853934.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -853947.187500 Penalty: 3185.526611
	Iteration 28Q: 3 clusters Score -853947.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -853955.375000 Penalty: 3185.526611
	Iteration 29Q: 3 clusters Score -853955.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -853963.375000 Penalty: 3185.526611
	Iteration 30Q: 3 clusters Score -853963.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -853971.250000 Penalty: 3185.526611
	Iteration 31Q: 3 clusters Score -853971.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -853979.062500 Penalty: 3185.526611
	Iteration 32Q: 3 clusters Score -853979.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -853980.062500 Penalty: 3185.526611
	Iteration 33Q: 3 clusters Score -853980.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -853983.750000 Penalty: 3185.526611
	Iteration 34Q: 3 clusters Score -853983.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -853987.062500 Penalty: 3185.526611
	Iteration 35Q: 3 clusters Score -853987.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -853990.875000 Penalty: 3185.526611
	Iteration 36Q: 3 clusters Score -853990.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -853988.875000 Penalty: 3185.526611
	Iteration 37Q: 3 clusters Score -853988.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -853992.437500 Penalty: 3185.526611
	Iteration 38Q: 3 clusters Score -853992.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -853993.562500 Penalty: 3185.526611
	Iteration 39Q: 3 clusters Score -853993.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -853992.187500 Penalty: 3185.526611
	Iteration 40F: 3 clusters Score -853992.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -853995.812500 Penalty: 3185.526611
	Iteration 41Q: 3 clusters Score -853995.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -853996.875000 Penalty: 3185.526611
	Iteration 42Q: 3 clusters Score -853996.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -853997.125000 Penalty: 3185.526611
	Iteration 43Q: 3 clusters Score -853997.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -853998.500000 Penalty: 3185.526611
	Iteration 44Q: 3 clusters Score -853998.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -853999.875000 Penalty: 3185.526611
	Iteration 45Q: 3 clusters Score -853999.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -854000.812500 Penalty: 3185.526611
	Iteration 46Q: 3 clusters Score -854000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -854003.437500 Penalty: 3185.526611
	Iteration 47Q: 3 clusters Score -854003.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -854005.000000 Penalty: 3185.526611
	Iteration 48Q: 3 clusters Score -854005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -854003.812500 Penalty: 3185.526611
	Iteration 49Q: 3 clusters Score -854003.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -854006.187500 Penalty: 3185.526611
	Iteration 50Q: 3 clusters Score -854006.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -854005.812500 Penalty: 3185.526611
	Iteration 51Q: 3 clusters Score -854005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -854005.750000 Penalty: 3185.526611
	Iteration 52Q: 3 clusters Score -854005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -854006.312500 Penalty: 3185.526611
	Iteration 53Q: 3 clusters Score -854006.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -854004.312500 Penalty: 3185.526611
	Iteration 54Q: 3 clusters Score -854004.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -854003.687500 Penalty: 3185.526611
	Iteration 55Q: 3 clusters Score -854003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -854003.187500 Penalty: 3185.526611
	Iteration 56Q: 3 clusters Score -854003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -854003.625000 Penalty: 3185.526611
	Iteration 57Q: 3 clusters Score -854003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -854004.125000 Penalty: 3185.526611
	Iteration 58Q: 3 clusters Score -854004.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -854004.125000 Penalty: 3185.526611
	Iteration 59F: 3 clusters Score -854004.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Entering Unmasked Estep 
Score: -675108.750000 Penalty: 1528.580078
	Iteration 0F: 2 clusters Score -675108.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -666550.625000 Penalty: 3057.160156
	Iteration 0F: 3 clusters Score -666550.6 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -669657.312500 Penalty: 3057.160156
	Iteration 1F: 3 clusters Score -669657.3 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -670328.937500 Penalty: 3057.160156
	Iteration 2F: 3 clusters Score -670328.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -670981.250000 Penalty: 3057.160156
	Iteration 3F: 3 clusters Score -670981.2 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -671590.187500 Penalty: 3057.160156
	Iteration 4F: 3 clusters Score -671590.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -672163.187500 Penalty: 3057.160156
	Iteration 5F: 3 clusters Score -672163.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -672640.187500 Penalty: 3057.160156
	Iteration 6F: 3 clusters Score -672640.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -672993.562500 Penalty: 3057.160156
	Iteration 7Q: 3 clusters Score -672993.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -673257.125000 Penalty: 3057.160156
	Iteration 8Q: 3 clusters Score -673257.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -673486.562500 Penalty: 3057.160156
	Iteration 9Q: 3 clusters Score -673486.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -673725.687500 Penalty: 3057.160156
	Iteration 10Q: 3 clusters Score -673725.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -673972.562500 Penalty: 3057.160156
	Iteration 11Q: 3 clusters Score -673972.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -674177.875000 Penalty: 3057.160156
	Iteration 12Q: 3 clusters Score -674177.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -674303.625000 Penalty: 3057.160156
	Iteration 13Q: 3 clusters Score -674303.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -674379.187500 Penalty: 3057.160156
	Iteration 14Q: 3 clusters Score -674379.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -674431.125000 Penalty: 3057.160156
	Iteration 15Q: 3 clusters Score -674431.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -674466.562500 Penalty: 3057.160156
	Iteration 16Q: 3 clusters Score -674466.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -674495.437500 Penalty: 3057.160156
	Iteration 17Q: 3 clusters Score -674495.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -674510.062500 Penalty: 3057.160156
	Iteration 18Q: 3 clusters Score -674510.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -674515.812500 Penalty: 3057.160156
	Iteration 19Q: 3 clusters Score -674515.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -674524.875000 Penalty: 3057.160156
	Iteration 20F: 3 clusters Score -674524.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -674531.312500 Penalty: 3057.160156
	Iteration 21Q: 3 clusters Score -674531.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -674538.000000 Penalty: 3057.160156
	Iteration 22Q: 3 clusters Score -674538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -674540.062500 Penalty: 3057.160156
	Iteration 23Q: 3 clusters Score -674540.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -674546.625000 Penalty: 3057.160156
	Iteration 24Q: 3 clusters Score -674546.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -674554.375000 Penalty: 3057.160156
	Iteration 25Q: 3 clusters Score -674554.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -674560.187500 Penalty: 3057.160156
	Iteration 26Q: 3 clusters Score -674560.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -674565.187500 Penalty: 3057.160156
	Iteration 27Q: 3 clusters Score -674565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -674569.125000 Penalty: 3057.160156
	Iteration 28Q: 3 clusters Score -674569.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -674573.000000 Penalty: 3057.160156
	Iteration 29Q: 3 clusters Score -674573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -674575.500000 Penalty: 3057.160156
	Iteration 30Q: 3 clusters Score -674575.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -674576.500000 Penalty: 3057.160156
	Iteration 31Q: 3 clusters Score -674576.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -674578.562500 Penalty: 3057.160156
	Iteration 32Q: 3 clusters Score -674578.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -674579.687500 Penalty: 3057.160156
	Iteration 33Q: 3 clusters Score -674579.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -674582.750000 Penalty: 3057.160156
	Iteration 34Q: 3 clusters Score -674582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -674583.500000 Penalty: 3057.160156
	Iteration 35Q: 3 clusters Score -674583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -674583.500000 Penalty: 3057.160156
	Iteration 36Q: 3 clusters Score -674583.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -674584.187500 Penalty: 3057.160156
	Iteration 37Q: 3 clusters Score -674584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -674584.875000 Penalty: 3057.160156
	Iteration 38Q: 3 clusters Score -674584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -674584.625000 Penalty: 3057.160156
	Iteration 39Q: 3 clusters Score -674584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -674586.437500 Penalty: 3057.160156
	Iteration 40F: 3 clusters Score -674586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -674586.062500 Penalty: 3057.160156
	Iteration 41Q: 3 clusters Score -674586.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -674586.562500 Penalty: 3057.160156
	Iteration 42Q: 3 clusters Score -674586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -674586.250000 Penalty: 3057.160156
	Iteration 43Q: 3 clusters Score -674586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -674587.312500 Penalty: 3057.160156
	Iteration 44Q: 3 clusters Score -674587.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -674586.250000 Penalty: 3057.160156
	Iteration 45Q: 3 clusters Score -674586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -674588.062500 Penalty: 3057.160156
	Iteration 46Q: 3 clusters Score -674588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -674589.437500 Penalty: 3057.160156
	Iteration 47Q: 3 clusters Score -674589.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -674591.562500 Penalty: 3057.160156
	Iteration 48Q: 3 clusters Score -674591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -674593.687500 Penalty: 3057.160156
	Iteration 49Q: 3 clusters Score -674593.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -674592.687500 Penalty: 3057.160156
	Iteration 50Q: 3 clusters Score -674592.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -674595.687500 Penalty: 3057.160156
	Iteration 51Q: 3 clusters Score -674595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -674598.437500 Penalty: 3057.160156
	Iteration 52Q: 3 clusters Score -674598.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -674598.187500 Penalty: 3057.160156
	Iteration 53Q: 3 clusters Score -674598.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -674599.000000 Penalty: 3057.160156
	Iteration 54Q: 3 clusters Score -674599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -674601.125000 Penalty: 3057.160156
	Iteration 55Q: 3 clusters Score -674601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -674602.312500 Penalty: 3057.160156
	Iteration 56Q: 3 clusters Score -674602.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -674600.750000 Penalty: 3057.160156
	Iteration 57Q: 3 clusters Score -674600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -674602.500000 Penalty: 3057.160156
	Iteration 58Q: 3 clusters Score -674602.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -674605.625000 Penalty: 3057.160156
	Iteration 59Q: 3 clusters Score -674605.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -674608.500000 Penalty: 3057.160156
	Iteration 60F: 3 clusters Score -674608.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -674613.750000 Penalty: 3057.160156
	Iteration 61Q: 3 clusters Score -674613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -674619.000000 Penalty: 3057.160156
	Iteration 62Q: 3 clusters Score -674619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -674621.875000 Penalty: 3057.160156
	Iteration 63Q: 3 clusters Score -674621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -674623.875000 Penalty: 3057.160156
	Iteration 64Q: 3 clusters Score -674623.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -674624.437500 Penalty: 3057.160156
	Iteration 65Q: 3 clusters Score -674624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -674625.250000 Penalty: 3057.160156
	Iteration 66Q: 3 clusters Score -674625.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -674629.375000 Penalty: 3057.160156
	Iteration 67Q: 3 clusters Score -674629.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -674631.937500 Penalty: 3057.160156
	Iteration 68Q: 3 clusters Score -674631.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -674634.875000 Penalty: 3057.160156
	Iteration 69Q: 3 clusters Score -674634.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -674647.437500 Penalty: 3057.160156
	Iteration 70Q: 3 clusters Score -674647.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -674655.562500 Penalty: 3057.160156
	Iteration 71Q: 3 clusters Score -674655.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -674665.562500 Penalty: 3057.160156
	Iteration 72Q: 3 clusters Score -674665.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -674681.187500 Penalty: 3057.160156
	Iteration 73Q: 3 clusters Score -674681.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -674699.750000 Penalty: 3057.160156
	Iteration 74Q: 3 clusters Score -674699.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -674713.000000 Penalty: 3057.160156
	Iteration 75Q: 3 clusters Score -674713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -674722.250000 Penalty: 3057.160156
	Iteration 76Q: 3 clusters Score -674722.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -674736.625000 Penalty: 3057.160156
	Iteration 77Q: 3 clusters Score -674736.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -674747.187500 Penalty: 3057.160156
	Iteration 78Q: 3 clusters Score -674747.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -674752.937500 Penalty: 3057.160156
	Iteration 79Q: 3 clusters Score -674752.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -674755.500000 Penalty: 3057.160156
	Iteration 80F: 3 clusters Score -674755.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -674760.250000 Penalty: 3057.160156
	Iteration 81Q: 3 clusters Score -674760.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -674763.562500 Penalty: 3057.160156
	Iteration 82Q: 3 clusters Score -674763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -674765.375000 Penalty: 3057.160156
	Iteration 83Q: 3 clusters Score -674765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -674767.125000 Penalty: 3057.160156
	Iteration 84Q: 3 clusters Score -674767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -674767.625000 Penalty: 3057.160156
	Iteration 85Q: 3 clusters Score -674767.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -674768.812500 Penalty: 3057.160156
	Iteration 86Q: 3 clusters Score -674768.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -674774.625000 Penalty: 3057.160156
	Iteration 87Q: 3 clusters Score -674774.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -674779.125000 Penalty: 3057.160156
	Iteration 88Q: 3 clusters Score -674779.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -674779.375000 Penalty: 3057.160156
	Iteration 89Q: 3 clusters Score -674779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -674780.562500 Penalty: 3057.160156
	Iteration 90Q: 3 clusters Score -674780.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -674780.812500 Penalty: 3057.160156
	Iteration 91Q: 3 clusters Score -674780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -674781.687500 Penalty: 3057.160156
	Iteration 92Q: 3 clusters Score -674781.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -674782.375000 Penalty: 3057.160156
	Iteration 93Q: 3 clusters Score -674782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -674784.500000 Penalty: 3057.160156
	Iteration 94Q: 3 clusters Score -674784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -674784.687500 Penalty: 3057.160156
	Iteration 95Q: 3 clusters Score -674784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -674783.875000 Penalty: 3057.160156
	Iteration 96Q: 3 clusters Score -674783.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -674783.875000 Penalty: 3057.160156
	Iteration 97F: 3 clusters Score -674783.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Entering Unmasked Estep 
Score: -663792.500000 Penalty: 1521.050415
	Iteration 0F: 2 clusters Score -663792.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -655598.812500 Penalty: 3042.100830
	Iteration 0F: 3 clusters Score -655598.8 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -658490.437500 Penalty: 3042.100830
	Iteration 1F: 3 clusters Score -658490.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -658902.500000 Penalty: 3042.100830
	Iteration 2F: 3 clusters Score -658902.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -659300.750000 Penalty: 3042.100830
	Iteration 3F: 3 clusters Score -659300.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -659678.937500 Penalty: 3042.100830
	Iteration 4F: 3 clusters Score -659678.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -660058.375000 Penalty: 3042.100830
	Iteration 5Q: 3 clusters Score -660058.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -660447.437500 Penalty: 3042.100830
	Iteration 6Q: 3 clusters Score -660447.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -660817.562500 Penalty: 3042.100830
	Iteration 7Q: 3 clusters Score -660817.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -661138.250000 Penalty: 3042.100830
	Iteration 8Q: 3 clusters Score -661138.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -661442.312500 Penalty: 3042.100830
	Iteration 9Q: 3 clusters Score -661442.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -661780.375000 Penalty: 3042.100830
	Iteration 10Q: 3 clusters Score -661780.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -662120.187500 Penalty: 3042.100830
	Iteration 11Q: 3 clusters Score -662120.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -662406.562500 Penalty: 3042.100830
	Iteration 12Q: 3 clusters Score -662406.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -662726.000000 Penalty: 3042.100830
	Iteration 13Q: 3 clusters Score -662726 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -663024.375000 Penalty: 3042.100830
	Iteration 14Q: 3 clusters Score -663024.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -663260.125000 Penalty: 3042.100830
	Iteration 15Q: 3 clusters Score -663260.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -663432.875000 Penalty: 3042.100830
	Iteration 16Q: 3 clusters Score -663432.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -663536.062500 Penalty: 3042.100830
	Iteration 17Q: 3 clusters Score -663536.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -663602.250000 Penalty: 3042.100830
	Iteration 18Q: 3 clusters Score -663602.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -663645.375000 Penalty: 3042.100830
	Iteration 19Q: 3 clusters Score -663645.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -663669.437500 Penalty: 3042.100830
	Iteration 20F: 3 clusters Score -663669.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -663679.812500 Penalty: 3042.100830
	Iteration 21Q: 3 clusters Score -663679.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -663686.375000 Penalty: 3042.100830
	Iteration 22Q: 3 clusters Score -663686.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -663688.750000 Penalty: 3042.100830
	Iteration 23Q: 3 clusters Score -663688.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -663692.375000 Penalty: 3042.100830
	Iteration 24Q: 3 clusters Score -663692.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -663694.937500 Penalty: 3042.100830
	Iteration 25Q: 3 clusters Score -663694.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -663698.250000 Penalty: 3042.100830
	Iteration 26Q: 3 clusters Score -663698.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -663699.250000 Penalty: 3042.100830
	Iteration 27Q: 3 clusters Score -663699.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -663700.625000 Penalty: 3042.100830
	Iteration 28Q: 3 clusters Score -663700.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -663699.687500 Penalty: 3042.100830
	Iteration 29Q: 3 clusters Score -663699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -663700.937500 Penalty: 3042.100830
	Iteration 30Q: 3 clusters Score -663700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -663701.312500 Penalty: 3042.100830
	Iteration 31Q: 3 clusters Score -663701.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -663702.375000 Penalty: 3042.100830
	Iteration 32Q: 3 clusters Score -663702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -663702.250000 Penalty: 3042.100830
	Iteration 33Q: 3 clusters Score -663702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -663702.250000 Penalty: 3042.100830
	Iteration 34F: 3 clusters Score -663702.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Entering Unmasked Estep 
Score: -763048.562500 Penalty: 1541.598389
	Iteration 0F: 2 clusters Score -763048.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -753860.750000 Penalty: 3083.196777
	Iteration 0F: 3 clusters Score -753860.8 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -756990.062500 Penalty: 3083.196777
	Iteration 1F: 3 clusters Score -756990.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -757253.937500 Penalty: 3083.196777
	Iteration 2F: 3 clusters Score -757253.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -757474.000000 Penalty: 3083.196777
	Iteration 3Q: 3 clusters Score -757474 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -757679.312500 Penalty: 3083.196777
	Iteration 4Q: 3 clusters Score -757679.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -757883.562500 Penalty: 3083.196777
	Iteration 5Q: 3 clusters Score -757883.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -758139.250000 Penalty: 3083.196777
	Iteration 6Q: 3 clusters Score -758139.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -758455.437500 Penalty: 3083.196777
	Iteration 7Q: 3 clusters Score -758455.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -758800.375000 Penalty: 3083.196777
	Iteration 8Q: 3 clusters Score -758800.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -759191.375000 Penalty: 3083.196777
	Iteration 9Q: 3 clusters Score -759191.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -759548.500000 Penalty: 3083.196777
	Iteration 10Q: 3 clusters Score -759548.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -759829.000000 Penalty: 3083.196777
	Iteration 11Q: 3 clusters Score -759829 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -760018.812500 Penalty: 3083.196777
	Iteration 12Q: 3 clusters Score -760018.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -760151.937500 Penalty: 3083.196777
	Iteration 13Q: 3 clusters Score -760151.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -760253.750000 Penalty: 3083.196777
	Iteration 14Q: 3 clusters Score -760253.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -760346.687500 Penalty: 3083.196777
	Iteration 15Q: 3 clusters Score -760346.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -760425.500000 Penalty: 3083.196777
	Iteration 16Q: 3 clusters Score -760425.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -760490.062500 Penalty: 3083.196777
	Iteration 17Q: 3 clusters Score -760490.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -760562.562500 Penalty: 3083.196777
	Iteration 18Q: 3 clusters Score -760562.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -760630.562500 Penalty: 3083.196777
	Iteration 19Q: 3 clusters Score -760630.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -760698.250000 Penalty: 3083.196777
	Iteration 20F: 3 clusters Score -760698.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -760758.562500 Penalty: 3083.196777
	Iteration 21Q: 3 clusters Score -760758.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -760821.062500 Penalty: 3083.196777
	Iteration 22Q: 3 clusters Score -760821.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -760883.750000 Penalty: 3083.196777
	Iteration 23Q: 3 clusters Score -760883.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -760947.687500 Penalty: 3083.196777
	Iteration 24Q: 3 clusters Score -760947.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -761027.250000 Penalty: 3083.196777
	Iteration 25Q: 3 clusters Score -761027.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -761100.687500 Penalty: 3083.196777
	Iteration 26Q: 3 clusters Score -761100.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -761171.250000 Penalty: 3083.196777
	Iteration 27Q: 3 clusters Score -761171.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -761243.625000 Penalty: 3083.196777
	Iteration 28Q: 3 clusters Score -761243.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -761306.500000 Penalty: 3083.196777
	Iteration 29Q: 3 clusters Score -761306.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -761349.812500 Penalty: 3083.196777
	Iteration 30Q: 3 clusters Score -761349.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -761393.687500 Penalty: 3083.196777
	Iteration 31Q: 3 clusters Score -761393.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -761438.187500 Penalty: 3083.196777
	Iteration 32Q: 3 clusters Score -761438.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -761472.812500 Penalty: 3083.196777
	Iteration 33Q: 3 clusters Score -761472.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -761510.562500 Penalty: 3083.196777
	Iteration 34Q: 3 clusters Score -761510.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -761545.375000 Penalty: 3083.196777
	Iteration 35Q: 3 clusters Score -761545.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -761576.375000 Penalty: 3083.196777
	Iteration 36Q: 3 clusters Score -761576.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -761596.687500 Penalty: 3083.196777
	Iteration 37Q: 3 clusters Score -761596.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -761616.375000 Penalty: 3083.196777
	Iteration 38Q: 3 clusters Score -761616.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -761634.687500 Penalty: 3083.196777
	Iteration 39Q: 3 clusters Score -761634.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -761652.187500 Penalty: 3083.196777
	Iteration 40F: 3 clusters Score -761652.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -761663.562500 Penalty: 3083.196777
	Iteration 41Q: 3 clusters Score -761663.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -761673.437500 Penalty: 3083.196777
	Iteration 42Q: 3 clusters Score -761673.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -761680.187500 Penalty: 3083.196777
	Iteration 43Q: 3 clusters Score -761680.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -761687.750000 Penalty: 3083.196777
	Iteration 44Q: 3 clusters Score -761687.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -761693.937500 Penalty: 3083.196777
	Iteration 45Q: 3 clusters Score -761693.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -761700.625000 Penalty: 3083.196777
	Iteration 46Q: 3 clusters Score -761700.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -761704.812500 Penalty: 3083.196777
	Iteration 47Q: 3 clusters Score -761704.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -761713.625000 Penalty: 3083.196777
	Iteration 48Q: 3 clusters Score -761713.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -761722.125000 Penalty: 3083.196777
	Iteration 49Q: 3 clusters Score -761722.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -761729.437500 Penalty: 3083.196777
	Iteration 50Q: 3 clusters Score -761729.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -761733.187500 Penalty: 3083.196777
	Iteration 51Q: 3 clusters Score -761733.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -761739.937500 Penalty: 3083.196777
	Iteration 52Q: 3 clusters Score -761739.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -761743.875000 Penalty: 3083.196777
	Iteration 53Q: 3 clusters Score -761743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -761747.687500 Penalty: 3083.196777
	Iteration 54Q: 3 clusters Score -761747.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -761746.000000 Penalty: 3083.196777
	Iteration 55Q: 3 clusters Score -761746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -761747.875000 Penalty: 3083.196777
	Iteration 56Q: 3 clusters Score -761747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -761748.375000 Penalty: 3083.196777
	Iteration 57Q: 3 clusters Score -761748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -761748.875000 Penalty: 3083.196777
	Iteration 58Q: 3 clusters Score -761748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -761748.875000 Penalty: 3083.196777
	Iteration 59F: 3 clusters Score -761748.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Entering Unmasked Estep 
Score: -351452.093750 Penalty: 1439.045288
	Iteration 0F: 2 clusters Score -351452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -346261.500000 Penalty: 2878.090576
	Iteration 0F: 3 clusters Score -346261.5 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -348752.937500 Penalty: 2878.090576
	Iteration 1F: 3 clusters Score -348752.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -349742.281250 Penalty: 2878.090576
	Iteration 2F: 3 clusters Score -349742.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -350484.875000 Penalty: 2878.090576
	Iteration 3F: 3 clusters Score -350484.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -350951.406250 Penalty: 2878.090576
	Iteration 4F: 3 clusters Score -350951.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -351222.093750 Penalty: 2878.090576
	Iteration 5Q: 3 clusters Score -351222.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -351392.718750 Penalty: 2878.090576
	Iteration 6Q: 3 clusters Score -351392.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -351535.218750 Penalty: 2878.090576
	Iteration 7Q: 3 clusters Score -351535.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -351650.468750 Penalty: 2878.090576
	Iteration 8Q: 3 clusters Score -351650.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -351738.937500 Penalty: 2878.090576
	Iteration 9Q: 3 clusters Score -351738.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -351805.500000 Penalty: 2878.090576
	Iteration 10Q: 3 clusters Score -351805.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -351844.875000 Penalty: 2878.090576
	Iteration 11Q: 3 clusters Score -351844.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -351876.593750 Penalty: 2878.090576
	Iteration 12Q: 3 clusters Score -351876.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -351903.312500 Penalty: 2878.090576
	Iteration 13Q: 3 clusters Score -351903.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -351929.500000 Penalty: 2878.090576
	Iteration 14Q: 3 clusters Score -351929.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -351956.312500 Penalty: 2878.090576
	Iteration 15Q: 3 clusters Score -351956.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -351986.625000 Penalty: 2878.090576
	Iteration 16Q: 3 clusters Score -351986.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -352033.156250 Penalty: 2878.090576
	Iteration 17Q: 3 clusters Score -352033.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -352097.593750 Penalty: 2878.090576
	Iteration 18Q: 3 clusters Score -352097.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -352173.812500 Penalty: 2878.090576
	Iteration 19Q: 3 clusters Score -352173.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -352243.250000 Penalty: 2878.090576
	Iteration 20F: 3 clusters Score -352243.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -352265.500000 Penalty: 2878.090576
	Iteration 21Q: 3 clusters Score -352265.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -352274.687500 Penalty: 2878.090576
	Iteration 22Q: 3 clusters Score -352274.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -352281.500000 Penalty: 2878.090576
	Iteration 23Q: 3 clusters Score -352281.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -352286.843750 Penalty: 2878.090576
	Iteration 24Q: 3 clusters Score -352286.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -352289.812500 Penalty: 2878.090576
	Iteration 25Q: 3 clusters Score -352289.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -352292.625000 Penalty: 2878.090576
	Iteration 26Q: 3 clusters Score -352292.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -352297.156250 Penalty: 2878.090576
	Iteration 27Q: 3 clusters Score -352297.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -352300.062500 Penalty: 2878.090576
	Iteration 28Q: 3 clusters Score -352300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -352300.656250 Penalty: 2878.090576
	Iteration 29Q: 3 clusters Score -352300.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -352300.812500 Penalty: 2878.090576
	Iteration 30Q: 3 clusters Score -352300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -352302.062500 Penalty: 2878.090576
	Iteration 31Q: 3 clusters Score -352302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -352301.531250 Penalty: 2878.090576
	Iteration 32Q: 3 clusters Score -352301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -352301.562500 Penalty: 2878.090576
	Iteration 33Q: 3 clusters Score -352301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -352302.625000 Penalty: 2878.090576
	Iteration 34Q: 3 clusters Score -352302.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -352302.031250 Penalty: 2878.090576
	Iteration 35Q: 3 clusters Score -352302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -352302.031250 Penalty: 2878.090576
	Iteration 36F: 3 clusters Score -352302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 251604 members 
Mstep: Class 5 contains 37786 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 20729 members 
Mstep: Class 9 contains 18608 members 
Mstep: Class 10 contains 18063 members 
Mstep: Class 11 contains 12169 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 13184 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 18162 members 
Mstep: Class 16 contains 105159 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 9804 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 7765 members 
Mstep: Class 23 contains 4655 members 
Mstep: Class 24 contains 40042 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 2683 members 
Entering Unmasked Estep 
Score: -34107236.000000 Penalty: 58543.109375
Splitting cluster 14 changes total score from -34103848.000000 to -34107236.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (18162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Entering Unmasked Estep 
Score: -1049943.375000 Penalty: 1593.651611
	Iteration 0F: 2 clusters Score -1049943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1037423.625000 Penalty: 3187.303223
	Iteration 0F: 3 clusters Score -1037424 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1042085.125000 Penalty: 3187.303223
	Iteration 1F: 3 clusters Score -1042085 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1042682.312500 Penalty: 3187.303223
	Iteration 2F: 3 clusters Score -1042682 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1043375.500000 Penalty: 3187.303223
	Iteration 3F: 3 clusters Score -1043376 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1044079.687500 Penalty: 3187.303223
	Iteration 4F: 3 clusters Score -1044080 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1044694.187500 Penalty: 3187.303223
	Iteration 5F: 3 clusters Score -1044694 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1045222.187500 Penalty: 3187.303223
	Iteration 6F: 3 clusters Score -1045222 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1045781.937500 Penalty: 3187.303223
	Iteration 7F: 3 clusters Score -1045782 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1046366.937500 Penalty: 3187.303223
	Iteration 8Q: 3 clusters Score -1046367 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1047009.000000 Penalty: 3187.303223
	Iteration 9Q: 3 clusters Score -1047009 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1047628.750000 Penalty: 3187.303223
	Iteration 10Q: 3 clusters Score -1047629 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1048129.187500 Penalty: 3187.303223
	Iteration 11Q: 3 clusters Score -1048129 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1048468.250000 Penalty: 3187.303223
	Iteration 12Q: 3 clusters Score -1048468 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1048704.875000 Penalty: 3187.303223
	Iteration 13Q: 3 clusters Score -1048705 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1048907.375000 Penalty: 3187.303223
	Iteration 14Q: 3 clusters Score -1048907 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1049047.375000 Penalty: 3187.303223
	Iteration 15Q: 3 clusters Score -1049047 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1049140.875000 Penalty: 3187.303223
	Iteration 16Q: 3 clusters Score -1049141 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1049218.500000 Penalty: 3187.303223
	Iteration 17Q: 3 clusters Score -1049218 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1049300.375000 Penalty: 3187.303223
	Iteration 18Q: 3 clusters Score -1049300 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1049385.375000 Penalty: 3187.303223
	Iteration 19Q: 3 clusters Score -1049385 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1049464.875000 Penalty: 3187.303223
	Iteration 20F: 3 clusters Score -1049465 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1049538.375000 Penalty: 3187.303223
	Iteration 21Q: 3 clusters Score -1049538 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1049591.500000 Penalty: 3187.303223
	Iteration 22Q: 3 clusters Score -1049592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1049620.125000 Penalty: 3187.303223
	Iteration 23Q: 3 clusters Score -1049620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1049634.000000 Penalty: 3187.303223
	Iteration 24Q: 3 clusters Score -1049634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1049644.375000 Penalty: 3187.303223
	Iteration 25Q: 3 clusters Score -1049644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1049653.500000 Penalty: 3187.303223
	Iteration 26Q: 3 clusters Score -1049654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1049655.250000 Penalty: 3187.303223
	Iteration 27Q: 3 clusters Score -1049655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1049661.375000 Penalty: 3187.303223
	Iteration 28Q: 3 clusters Score -1049661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1049665.375000 Penalty: 3187.303223
	Iteration 29Q: 3 clusters Score -1049665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1049665.500000 Penalty: 3187.303223
	Iteration 30Q: 3 clusters Score -1049666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1049662.000000 Penalty: 3187.303223
	Iteration 31Q: 3 clusters Score -1049662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1049664.000000 Penalty: 3187.303223
	Iteration 32Q: 3 clusters Score -1049664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1049666.125000 Penalty: 3187.303223
	Iteration 33Q: 3 clusters Score -1049666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1049667.375000 Penalty: 3187.303223
	Iteration 34Q: 3 clusters Score -1049667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1049664.500000 Penalty: 3187.303223
	Iteration 35Q: 3 clusters Score -1049664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1049664.625000 Penalty: 3187.303223
	Iteration 36Q: 3 clusters Score -1049665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1049666.250000 Penalty: 3187.303223
	Iteration 37Q: 3 clusters Score -1049666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1049668.625000 Penalty: 3187.303223
	Iteration 38Q: 3 clusters Score -1049669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1049668.250000 Penalty: 3187.303223
	Iteration 39Q: 3 clusters Score -1049668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1049670.250000 Penalty: 3187.303223
	Iteration 40F: 3 clusters Score -1049670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1049670.250000 Penalty: 3187.303223
	Iteration 41Q: 3 clusters Score -1049670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1049671.500000 Penalty: 3187.303223
	Iteration 42Q: 3 clusters Score -1049672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1049671.500000 Penalty: 3187.303223
	Iteration 43F: 3 clusters Score -1049672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (105159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Entering Unmasked Estep 
Score: -6088674.500000 Penalty: 1879.024658
	Iteration 0F: 2 clusters Score -6088674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -6017994.500000 Penalty: 3758.049316
	Iteration 0F: 3 clusters Score -6017994 nChanged 50704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -6048303.500000 Penalty: 3758.049316
	Iteration 1F: 3 clusters Score -6048304 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -6049607.000000 Penalty: 3758.049316
	Iteration 2Q: 3 clusters Score -6049607 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -6051339.500000 Penalty: 3758.049316
	Iteration 3Q: 3 clusters Score -6051340 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -6053547.500000 Penalty: 3758.049316
	Iteration 4Q: 3 clusters Score -6053548 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -6056460.000000 Penalty: 3758.049316
	Iteration 5F: 3 clusters Score -6056460 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -6060273.000000 Penalty: 3758.049316
	Iteration 6F: 3 clusters Score -6060273 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -6065014.000000 Penalty: 3758.049316
	Iteration 7F: 3 clusters Score -6065014 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -6069645.500000 Penalty: 3758.049316
	Iteration 8F: 3 clusters Score -6069646 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -6072868.500000 Penalty: 3758.049316
	Iteration 9Q: 3 clusters Score -6072868 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -6074574.000000 Penalty: 3758.049316
	Iteration 10Q: 3 clusters Score -6074574 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -6075395.500000 Penalty: 3758.049316
	Iteration 11Q: 3 clusters Score -6075396 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -6076079.500000 Penalty: 3758.049316
	Iteration 12Q: 3 clusters Score -6076080 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -6076785.500000 Penalty: 3758.049316
	Iteration 13Q: 3 clusters Score -6076786 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -6077515.500000 Penalty: 3758.049316
	Iteration 14Q: 3 clusters Score -6077516 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -6078272.000000 Penalty: 3758.049316
	Iteration 15Q: 3 clusters Score -6078272 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 88590 members 
Entering Unmasked Estep 
Score: -6079097.000000 Penalty: 3758.049316
	Iteration 16Q: 3 clusters Score -6079097 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -6079940.000000 Penalty: 3758.049316
	Iteration 17Q: 3 clusters Score -6079940 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 92323 members 
Entering Unmasked Estep 
Score: -6080786.000000 Penalty: 3758.049316
	Iteration 18Q: 3 clusters Score -6080786 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -6081519.000000 Penalty: 3758.049316
	Iteration 19Q: 3 clusters Score -6081519 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -6082213.000000 Penalty: 3758.049316
	Iteration 20F: 3 clusters Score -6082213 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 96948 members 
Entering Unmasked Estep 
Score: -6082891.500000 Penalty: 3758.049316
	Iteration 21Q: 3 clusters Score -6082892 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 98281 members 
Entering Unmasked Estep 
Score: -6083531.000000 Penalty: 3758.049316
	Iteration 22Q: 3 clusters Score -6083531 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -6084156.500000 Penalty: 3758.049316
	Iteration 23Q: 3 clusters Score -6084156 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 100649 members 
Entering Unmasked Estep 
Score: -6084746.000000 Penalty: 3758.049316
	Iteration 24Q: 3 clusters Score -6084746 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 101564 members 
Entering Unmasked Estep 
Score: -6085241.500000 Penalty: 3758.049316
	Iteration 25Q: 3 clusters Score -6085242 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -6085710.000000 Penalty: 3758.049316
	Iteration 26Q: 3 clusters Score -6085710 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 102932 members 
Entering Unmasked Estep 
Score: -6086056.000000 Penalty: 3758.049316
	Iteration 27Q: 3 clusters Score -6086056 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -6086323.000000 Penalty: 3758.049316
	Iteration 28Q: 3 clusters Score -6086323 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -6086555.000000 Penalty: 3758.049316
	Iteration 29Q: 3 clusters Score -6086555 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 104102 members 
Entering Unmasked Estep 
Score: -6086720.000000 Penalty: 3758.049316
	Iteration 30Q: 3 clusters Score -6086720 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 104288 members 
Entering Unmasked Estep 
Score: -6086831.000000 Penalty: 3758.049316
	Iteration 31Q: 3 clusters Score -6086831 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -6086905.000000 Penalty: 3758.049316
	Iteration 32Q: 3 clusters Score -6086905 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -6086952.000000 Penalty: 3758.049316
	Iteration 33Q: 3 clusters Score -6086952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -6086995.000000 Penalty: 3758.049316
	Iteration 34Q: 3 clusters Score -6086995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -6087037.000000 Penalty: 3758.049316
	Iteration 35Q: 3 clusters Score -6087037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -6087057.000000 Penalty: 3758.049316
	Iteration 36Q: 3 clusters Score -6087057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 104693 members 
Entering Unmasked Estep 
Score: -6087077.000000 Penalty: 3758.049316
	Iteration 37Q: 3 clusters Score -6087077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 104716 members 
Entering Unmasked Estep 
Score: -6087086.500000 Penalty: 3758.049316
	Iteration 38Q: 3 clusters Score -6087086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -6087101.500000 Penalty: 3758.049316
	Iteration 39Q: 3 clusters Score -6087102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -6087112.500000 Penalty: 3758.049316
	Iteration 40F: 3 clusters Score -6087112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -6087115.000000 Penalty: 3758.049316
	Iteration 41Q: 3 clusters Score -6087115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 104756 members 
Entering Unmasked Estep 
Score: -6087122.000000 Penalty: 3758.049316
	Iteration 42Q: 3 clusters Score -6087122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 104763 members 
Entering Unmasked Estep 
Score: -6087130.500000 Penalty: 3758.049316
	Iteration 43Q: 3 clusters Score -6087130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 104769 members 
Entering Unmasked Estep 
Score: -6087138.000000 Penalty: 3758.049316
	Iteration 44Q: 3 clusters Score -6087138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -6087135.500000 Penalty: 3758.049316
	Iteration 45Q: 3 clusters Score -6087136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 104778 members 
Entering Unmasked Estep 
Score: -6087139.500000 Penalty: 3758.049316
	Iteration 46Q: 3 clusters Score -6087140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -6087132.000000 Penalty: 3758.049316
	Iteration 47Q: 3 clusters Score -6087132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -6087135.500000 Penalty: 3758.049316
	Iteration 48Q: 3 clusters Score -6087136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -6087135.500000 Penalty: 3758.049316
	Iteration 49Q: 3 clusters Score -6087136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -6087135.500000 Penalty: 3758.049316
	Iteration 50F: 3 clusters Score -6087136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Entering Unmasked Estep 
Score: -432523.406250 Penalty: 1459.931152
	Iteration 0F: 2 clusters Score -432523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -426745.656250 Penalty: 2919.862305
	Iteration 0F: 3 clusters Score -426745.7 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -428599.250000 Penalty: 2919.862305
	Iteration 1F: 3 clusters Score -428599.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -428830.468750 Penalty: 2919.862305
	Iteration 2F: 3 clusters Score -428830.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -429008.343750 Penalty: 2919.862305
	Iteration 3F: 3 clusters Score -429008.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -429155.531250 Penalty: 2919.862305
	Iteration 4Q: 3 clusters Score -429155.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -429288.875000 Penalty: 2919.862305
	Iteration 5Q: 3 clusters Score -429288.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -429412.937500 Penalty: 2919.862305
	Iteration 6Q: 3 clusters Score -429412.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -429550.593750 Penalty: 2919.862305
	Iteration 7Q: 3 clusters Score -429550.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -429686.875000 Penalty: 2919.862305
	Iteration 8Q: 3 clusters Score -429686.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -429837.906250 Penalty: 2919.862305
	Iteration 9Q: 3 clusters Score -429837.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -430002.718750 Penalty: 2919.862305
	Iteration 10Q: 3 clusters Score -430002.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -430224.656250 Penalty: 2919.862305
	Iteration 11Q: 3 clusters Score -430224.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -430462.500000 Penalty: 2919.862305
	Iteration 12Q: 3 clusters Score -430462.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -430667.125000 Penalty: 2919.862305
	Iteration 13Q: 3 clusters Score -430667.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -430806.093750 Penalty: 2919.862305
	Iteration 14Q: 3 clusters Score -430806.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -430893.000000 Penalty: 2919.862305
	Iteration 15Q: 3 clusters Score -430893 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -430951.250000 Penalty: 2919.862305
	Iteration 16Q: 3 clusters Score -430951.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -431003.093750 Penalty: 2919.862305
	Iteration 17Q: 3 clusters Score -431003.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -431048.531250 Penalty: 2919.862305
	Iteration 18Q: 3 clusters Score -431048.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -431085.343750 Penalty: 2919.862305
	Iteration 19Q: 3 clusters Score -431085.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -431122.625000 Penalty: 2919.862305
	Iteration 20F: 3 clusters Score -431122.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -431164.156250 Penalty: 2919.862305
	Iteration 21Q: 3 clusters Score -431164.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -431199.218750 Penalty: 2919.862305
	Iteration 22Q: 3 clusters Score -431199.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -431230.093750 Penalty: 2919.862305
	Iteration 23Q: 3 clusters Score -431230.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -431255.000000 Penalty: 2919.862305
	Iteration 24Q: 3 clusters Score -431255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -431273.875000 Penalty: 2919.862305
	Iteration 25Q: 3 clusters Score -431273.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -431290.031250 Penalty: 2919.862305
	Iteration 26Q: 3 clusters Score -431290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -431301.500000 Penalty: 2919.862305
	Iteration 27Q: 3 clusters Score -431301.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -431310.437500 Penalty: 2919.862305
	Iteration 28Q: 3 clusters Score -431310.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -431318.250000 Penalty: 2919.862305
	Iteration 29Q: 3 clusters Score -431318.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -431330.125000 Penalty: 2919.862305
	Iteration 30Q: 3 clusters Score -431330.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -431336.250000 Penalty: 2919.862305
	Iteration 31Q: 3 clusters Score -431336.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -431343.593750 Penalty: 2919.862305
	Iteration 32Q: 3 clusters Score -431343.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -431350.250000 Penalty: 2919.862305
	Iteration 33Q: 3 clusters Score -431350.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -431356.593750 Penalty: 2919.862305
	Iteration 34Q: 3 clusters Score -431356.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -431360.625000 Penalty: 2919.862305
	Iteration 35Q: 3 clusters Score -431360.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -431368.250000 Penalty: 2919.862305
	Iteration 36Q: 3 clusters Score -431368.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -431380.125000 Penalty: 2919.862305
	Iteration 37Q: 3 clusters Score -431380.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -431389.468750 Penalty: 2919.862305
	Iteration 38Q: 3 clusters Score -431389.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -431396.031250 Penalty: 2919.862305
	Iteration 39Q: 3 clusters Score -431396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -431400.437500 Penalty: 2919.862305
	Iteration 40F: 3 clusters Score -431400.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -431404.656250 Penalty: 2919.862305
	Iteration 41Q: 3 clusters Score -431404.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -431408.437500 Penalty: 2919.862305
	Iteration 42Q: 3 clusters Score -431408.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -431411.968750 Penalty: 2919.862305
	Iteration 43Q: 3 clusters Score -431412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -431418.531250 Penalty: 2919.862305
	Iteration 44Q: 3 clusters Score -431418.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -431430.156250 Penalty: 2919.862305
	Iteration 45Q: 3 clusters Score -431430.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -431445.656250 Penalty: 2919.862305
	Iteration 46Q: 3 clusters Score -431445.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -431461.187500 Penalty: 2919.862305
	Iteration 47Q: 3 clusters Score -431461.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -431476.562500 Penalty: 2919.862305
	Iteration 48Q: 3 clusters Score -431476.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -431494.062500 Penalty: 2919.862305
	Iteration 49Q: 3 clusters Score -431494.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -431511.468750 Penalty: 2919.862305
	Iteration 50Q: 3 clusters Score -431511.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -431527.968750 Penalty: 2919.862305
	Iteration 51Q: 3 clusters Score -431528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -431540.968750 Penalty: 2919.862305
	Iteration 52Q: 3 clusters Score -431541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -431549.625000 Penalty: 2919.862305
	Iteration 53Q: 3 clusters Score -431549.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -431559.375000 Penalty: 2919.862305
	Iteration 54Q: 3 clusters Score -431559.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -431565.656250 Penalty: 2919.862305
	Iteration 55Q: 3 clusters Score -431565.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -431573.187500 Penalty: 2919.862305
	Iteration 56Q: 3 clusters Score -431573.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -431582.375000 Penalty: 2919.862305
	Iteration 57Q: 3 clusters Score -431582.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -431594.406250 Penalty: 2919.862305
	Iteration 58Q: 3 clusters Score -431594.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -431603.750000 Penalty: 2919.862305
	Iteration 59Q: 3 clusters Score -431603.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -431611.437500 Penalty: 2919.862305
	Iteration 60F: 3 clusters Score -431611.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -431617.562500 Penalty: 2919.862305
	Iteration 61Q: 3 clusters Score -431617.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -431622.156250 Penalty: 2919.862305
	Iteration 62Q: 3 clusters Score -431622.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -431628.125000 Penalty: 2919.862305
	Iteration 63Q: 3 clusters Score -431628.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -431633.281250 Penalty: 2919.862305
	Iteration 64Q: 3 clusters Score -431633.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -431635.218750 Penalty: 2919.862305
	Iteration 65Q: 3 clusters Score -431635.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -431636.031250 Penalty: 2919.862305
	Iteration 66Q: 3 clusters Score -431636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -431637.312500 Penalty: 2919.862305
	Iteration 67Q: 3 clusters Score -431637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -431638.968750 Penalty: 2919.862305
	Iteration 68Q: 3 clusters Score -431639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -431640.656250 Penalty: 2919.862305
	Iteration 69Q: 3 clusters Score -431640.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -431641.343750 Penalty: 2919.862305
	Iteration 70Q: 3 clusters Score -431641.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -431641.281250 Penalty: 2919.862305
	Iteration 71Q: 3 clusters Score -431641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -431643.593750 Penalty: 2919.862305
	Iteration 72Q: 3 clusters Score -431643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -431643.437500 Penalty: 2919.862305
	Iteration 73Q: 3 clusters Score -431643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -431643.437500 Penalty: 2919.862305
	Iteration 74F: 3 clusters Score -431643.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -116183.687500 Penalty: 1250.634521
	Iteration 0F: 2 clusters Score -116183.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -113984.695312 Penalty: 2501.269043
	Iteration 0F: 3 clusters Score -113984.7 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -114520.718750 Penalty: 2501.269043
	Iteration 1F: 3 clusters Score -114520.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -114632.695312 Penalty: 2501.269043
	Iteration 2F: 3 clusters Score -114632.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -114711.234375 Penalty: 2501.269043
	Iteration 3Q: 3 clusters Score -114711.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -114794.343750 Penalty: 2501.269043
	Iteration 4Q: 3 clusters Score -114794.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -114887.125000 Penalty: 2501.269043
	Iteration 5Q: 3 clusters Score -114887.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -114951.164062 Penalty: 2501.269043
	Iteration 6Q: 3 clusters Score -114951.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -115008.843750 Penalty: 2501.269043
	Iteration 7Q: 3 clusters Score -115008.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -115056.859375 Penalty: 2501.269043
	Iteration 8Q: 3 clusters Score -115056.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -115093.906250 Penalty: 2501.269043
	Iteration 9Q: 3 clusters Score -115093.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -115126.023438 Penalty: 2501.269043
	Iteration 10Q: 3 clusters Score -115126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -115149.726562 Penalty: 2501.269043
	Iteration 11Q: 3 clusters Score -115149.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -115173.281250 Penalty: 2501.269043
	Iteration 12Q: 3 clusters Score -115173.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -115201.734375 Penalty: 2501.269043
	Iteration 13Q: 3 clusters Score -115201.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -115238.539062 Penalty: 2501.269043
	Iteration 14Q: 3 clusters Score -115238.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -115266.625000 Penalty: 2501.269043
	Iteration 15Q: 3 clusters Score -115266.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -115290.835938 Penalty: 2501.269043
	Iteration 16Q: 3 clusters Score -115290.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -115313.648438 Penalty: 2501.269043
	Iteration 17Q: 3 clusters Score -115313.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -115340.156250 Penalty: 2501.269043
	Iteration 18Q: 3 clusters Score -115340.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -115363.062500 Penalty: 2501.269043
	Iteration 19Q: 3 clusters Score -115363.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -115380.835938 Penalty: 2501.269043
	Iteration 20F: 3 clusters Score -115380.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -115400.031250 Penalty: 2501.269043
	Iteration 21Q: 3 clusters Score -115400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -115423.554688 Penalty: 2501.269043
	Iteration 22Q: 3 clusters Score -115423.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -115454.687500 Penalty: 2501.269043
	Iteration 23Q: 3 clusters Score -115454.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -115478.179688 Penalty: 2501.269043
	Iteration 24Q: 3 clusters Score -115478.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -115503.687500 Penalty: 2501.269043
	Iteration 25Q: 3 clusters Score -115503.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -115546.742188 Penalty: 2501.269043
	Iteration 26Q: 3 clusters Score -115546.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -115594.984375 Penalty: 2501.269043
	Iteration 27Q: 3 clusters Score -115595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -115628.789062 Penalty: 2501.269043
	Iteration 28Q: 3 clusters Score -115628.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -115652.289062 Penalty: 2501.269043
	Iteration 29Q: 3 clusters Score -115652.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -115664.203125 Penalty: 2501.269043
	Iteration 30Q: 3 clusters Score -115664.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -115677.109375 Penalty: 2501.269043
	Iteration 31Q: 3 clusters Score -115677.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -115683.882812 Penalty: 2501.269043
	Iteration 32Q: 3 clusters Score -115683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -115686.421875 Penalty: 2501.269043
	Iteration 33Q: 3 clusters Score -115686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -115688.023438 Penalty: 2501.269043
	Iteration 34Q: 3 clusters Score -115688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -115689.585938 Penalty: 2501.269043
	Iteration 35Q: 3 clusters Score -115689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -115691.375000 Penalty: 2501.269043
	Iteration 36Q: 3 clusters Score -115691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -115693.187500 Penalty: 2501.269043
	Iteration 37Q: 3 clusters Score -115693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -115693.906250 Penalty: 2501.269043
	Iteration 38Q: 3 clusters Score -115693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -115695.312500 Penalty: 2501.269043
	Iteration 39Q: 3 clusters Score -115695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -115695.726562 Penalty: 2501.269043
	Iteration 40F: 3 clusters Score -115695.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Entering Unmasked Estep 
Score: -541444.312500 Penalty: 1493.463745
	Iteration 0F: 2 clusters Score -541444.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -534454.000000 Penalty: 2986.927490
	Iteration 0F: 3 clusters Score -534454 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -536915.062500 Penalty: 2986.927490
	Iteration 1F: 3 clusters Score -536915.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -537259.250000 Penalty: 2986.927490
	Iteration 2F: 3 clusters Score -537259.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -537608.125000 Penalty: 2986.927490
	Iteration 3F: 3 clusters Score -537608.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -537958.562500 Penalty: 2986.927490
	Iteration 4F: 3 clusters Score -537958.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -538331.625000 Penalty: 2986.927490
	Iteration 5F: 3 clusters Score -538331.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -538694.062500 Penalty: 2986.927490
	Iteration 6F: 3 clusters Score -538694.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -538982.375000 Penalty: 2986.927490
	Iteration 7Q: 3 clusters Score -538982.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -539226.375000 Penalty: 2986.927490
	Iteration 8Q: 3 clusters Score -539226.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -539418.937500 Penalty: 2986.927490
	Iteration 9Q: 3 clusters Score -539418.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -539564.187500 Penalty: 2986.927490
	Iteration 10Q: 3 clusters Score -539564.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -539670.375000 Penalty: 2986.927490
	Iteration 11Q: 3 clusters Score -539670.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -539726.187500 Penalty: 2986.927490
	Iteration 12Q: 3 clusters Score -539726.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -539761.187500 Penalty: 2986.927490
	Iteration 13Q: 3 clusters Score -539761.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -539788.125000 Penalty: 2986.927490
	Iteration 14Q: 3 clusters Score -539788.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -539812.187500 Penalty: 2986.927490
	Iteration 15Q: 3 clusters Score -539812.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -539830.437500 Penalty: 2986.927490
	Iteration 16Q: 3 clusters Score -539830.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -539844.437500 Penalty: 2986.927490
	Iteration 17Q: 3 clusters Score -539844.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -539863.500000 Penalty: 2986.927490
	Iteration 18Q: 3 clusters Score -539863.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -539881.937500 Penalty: 2986.927490
	Iteration 19Q: 3 clusters Score -539881.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -539895.875000 Penalty: 2986.927490
	Iteration 20F: 3 clusters Score -539895.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -539907.625000 Penalty: 2986.927490
	Iteration 21Q: 3 clusters Score -539907.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -539914.812500 Penalty: 2986.927490
	Iteration 22Q: 3 clusters Score -539914.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -539920.437500 Penalty: 2986.927490
	Iteration 23Q: 3 clusters Score -539920.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -539924.125000 Penalty: 2986.927490
	Iteration 24Q: 3 clusters Score -539924.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -539928.187500 Penalty: 2986.927490
	Iteration 25Q: 3 clusters Score -539928.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -539930.750000 Penalty: 2986.927490
	Iteration 26Q: 3 clusters Score -539930.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -539933.312500 Penalty: 2986.927490
	Iteration 27Q: 3 clusters Score -539933.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -539935.937500 Penalty: 2986.927490
	Iteration 28Q: 3 clusters Score -539935.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -539939.000000 Penalty: 2986.927490
	Iteration 29Q: 3 clusters Score -539939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -539944.250000 Penalty: 2986.927490
	Iteration 30Q: 3 clusters Score -539944.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -539949.750000 Penalty: 2986.927490
	Iteration 31Q: 3 clusters Score -539949.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -539954.187500 Penalty: 2986.927490
	Iteration 32Q: 3 clusters Score -539954.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -539957.437500 Penalty: 2986.927490
	Iteration 33Q: 3 clusters Score -539957.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -539967.875000 Penalty: 2986.927490
	Iteration 34Q: 3 clusters Score -539967.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -539977.312500 Penalty: 2986.927490
	Iteration 35Q: 3 clusters Score -539977.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -539987.375000 Penalty: 2986.927490
	Iteration 36Q: 3 clusters Score -539987.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -539995.375000 Penalty: 2986.927490
	Iteration 37Q: 3 clusters Score -539995.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -540006.812500 Penalty: 2986.927490
	Iteration 38Q: 3 clusters Score -540006.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -540027.750000 Penalty: 2986.927490
	Iteration 39Q: 3 clusters Score -540027.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -540042.437500 Penalty: 2986.927490
	Iteration 40F: 3 clusters Score -540042.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -540053.562500 Penalty: 2986.927490
	Iteration 41Q: 3 clusters Score -540053.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -540064.375000 Penalty: 2986.927490
	Iteration 42Q: 3 clusters Score -540064.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -540075.375000 Penalty: 2986.927490
	Iteration 43Q: 3 clusters Score -540075.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -540084.187500 Penalty: 2986.927490
	Iteration 44Q: 3 clusters Score -540084.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -540092.687500 Penalty: 2986.927490
	Iteration 45Q: 3 clusters Score -540092.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -540098.250000 Penalty: 2986.927490
	Iteration 46Q: 3 clusters Score -540098.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -540102.125000 Penalty: 2986.927490
	Iteration 47Q: 3 clusters Score -540102.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -540105.437500 Penalty: 2986.927490
	Iteration 48Q: 3 clusters Score -540105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -540110.062500 Penalty: 2986.927490
	Iteration 49Q: 3 clusters Score -540110.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -540114.875000 Penalty: 2986.927490
	Iteration 50Q: 3 clusters Score -540114.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -540117.750000 Penalty: 2986.927490
	Iteration 51Q: 3 clusters Score -540117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -540119.000000 Penalty: 2986.927490
	Iteration 52Q: 3 clusters Score -540119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -540120.812500 Penalty: 2986.927490
	Iteration 53Q: 3 clusters Score -540120.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -540124.687500 Penalty: 2986.927490
	Iteration 54Q: 3 clusters Score -540124.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -540125.625000 Penalty: 2986.927490
	Iteration 55Q: 3 clusters Score -540125.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -540129.062500 Penalty: 2986.927490
	Iteration 56Q: 3 clusters Score -540129.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -540131.062500 Penalty: 2986.927490
	Iteration 57Q: 3 clusters Score -540131.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -540132.500000 Penalty: 2986.927490
	Iteration 58Q: 3 clusters Score -540132.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -540136.437500 Penalty: 2986.927490
	Iteration 59Q: 3 clusters Score -540136.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -540137.187500 Penalty: 2986.927490
	Iteration 60F: 3 clusters Score -540137.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -540142.062500 Penalty: 2986.927490
	Iteration 61Q: 3 clusters Score -540142.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -540145.500000 Penalty: 2986.927490
	Iteration 62Q: 3 clusters Score -540145.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -540148.437500 Penalty: 2986.927490
	Iteration 63Q: 3 clusters Score -540148.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -540152.937500 Penalty: 2986.927490
	Iteration 64Q: 3 clusters Score -540152.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -540155.875000 Penalty: 2986.927490
	Iteration 65Q: 3 clusters Score -540155.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -540158.687500 Penalty: 2986.927490
	Iteration 66Q: 3 clusters Score -540158.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -540161.062500 Penalty: 2986.927490
	Iteration 67Q: 3 clusters Score -540161.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -540166.125000 Penalty: 2986.927490
	Iteration 68Q: 3 clusters Score -540166.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -540168.500000 Penalty: 2986.927490
	Iteration 69Q: 3 clusters Score -540168.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -540173.625000 Penalty: 2986.927490
	Iteration 70Q: 3 clusters Score -540173.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -540177.625000 Penalty: 2986.927490
	Iteration 71Q: 3 clusters Score -540177.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -540182.750000 Penalty: 2986.927490
	Iteration 72Q: 3 clusters Score -540182.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -540188.187500 Penalty: 2986.927490
	Iteration 73Q: 3 clusters Score -540188.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -540193.437500 Penalty: 2986.927490
	Iteration 74Q: 3 clusters Score -540193.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -540199.250000 Penalty: 2986.927490
	Iteration 75Q: 3 clusters Score -540199.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -540201.812500 Penalty: 2986.927490
	Iteration 76Q: 3 clusters Score -540201.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -540208.250000 Penalty: 2986.927490
	Iteration 77Q: 3 clusters Score -540208.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -540212.750000 Penalty: 2986.927490
	Iteration 78Q: 3 clusters Score -540212.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -540215.625000 Penalty: 2986.927490
	Iteration 79Q: 3 clusters Score -540215.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -540220.562500 Penalty: 2986.927490
	Iteration 80F: 3 clusters Score -540220.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -540227.125000 Penalty: 2986.927490
	Iteration 81Q: 3 clusters Score -540227.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -540231.562500 Penalty: 2986.927490
	Iteration 82Q: 3 clusters Score -540231.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -540234.812500 Penalty: 2986.927490
	Iteration 83Q: 3 clusters Score -540234.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -540235.250000 Penalty: 2986.927490
	Iteration 84Q: 3 clusters Score -540235.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -540238.312500 Penalty: 2986.927490
	Iteration 85Q: 3 clusters Score -540238.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -540242.375000 Penalty: 2986.927490
	Iteration 86Q: 3 clusters Score -540242.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -540241.562500 Penalty: 2986.927490
	Iteration 87Q: 3 clusters Score -540241.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -540244.812500 Penalty: 2986.927490
	Iteration 88Q: 3 clusters Score -540244.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -540249.187500 Penalty: 2986.927490
	Iteration 89Q: 3 clusters Score -540249.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -540252.375000 Penalty: 2986.927490
	Iteration 90Q: 3 clusters Score -540252.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -540256.062500 Penalty: 2986.927490
	Iteration 91Q: 3 clusters Score -540256.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -540256.562500 Penalty: 2986.927490
	Iteration 92Q: 3 clusters Score -540256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -540257.562500 Penalty: 2986.927490
	Iteration 93Q: 3 clusters Score -540257.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -540258.687500 Penalty: 2986.927490
	Iteration 94Q: 3 clusters Score -540258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -540259.250000 Penalty: 2986.927490
	Iteration 95Q: 3 clusters Score -540259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -540259.250000 Penalty: 2986.927490
	Iteration 96F: 3 clusters Score -540259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Entering Unmasked Estep 
Score: -495591.781250 Penalty: 1480.800293
	Iteration 0F: 2 clusters Score -495591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -489037.093750 Penalty: 2961.600586
	Iteration 0F: 3 clusters Score -489037.1 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -491059.187500 Penalty: 2961.600586
	Iteration 1F: 3 clusters Score -491059.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -491287.750000 Penalty: 2961.600586
	Iteration 2F: 3 clusters Score -491287.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -491462.687500 Penalty: 2961.600586
	Iteration 3Q: 3 clusters Score -491462.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -491599.687500 Penalty: 2961.600586
	Iteration 4Q: 3 clusters Score -491599.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -491714.750000 Penalty: 2961.600586
	Iteration 5Q: 3 clusters Score -491714.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -491826.562500 Penalty: 2961.600586
	Iteration 6Q: 3 clusters Score -491826.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -491929.593750 Penalty: 2961.600586
	Iteration 7Q: 3 clusters Score -491929.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -492059.875000 Penalty: 2961.600586
	Iteration 8Q: 3 clusters Score -492059.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -492241.656250 Penalty: 2961.600586
	Iteration 9Q: 3 clusters Score -492241.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -492467.531250 Penalty: 2961.600586
	Iteration 10Q: 3 clusters Score -492467.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -492734.656250 Penalty: 2961.600586
	Iteration 11Q: 3 clusters Score -492734.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -493044.343750 Penalty: 2961.600586
	Iteration 12Q: 3 clusters Score -493044.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -493394.656250 Penalty: 2961.600586
	Iteration 13Q: 3 clusters Score -493394.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -493719.250000 Penalty: 2961.600586
	Iteration 14Q: 3 clusters Score -493719.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -493994.156250 Penalty: 2961.600586
	Iteration 15Q: 3 clusters Score -493994.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -494215.562500 Penalty: 2961.600586
	Iteration 16Q: 3 clusters Score -494215.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -494367.812500 Penalty: 2961.600586
	Iteration 17Q: 3 clusters Score -494367.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -494473.562500 Penalty: 2961.600586
	Iteration 18Q: 3 clusters Score -494473.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -494542.562500 Penalty: 2961.600586
	Iteration 19Q: 3 clusters Score -494542.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -494582.718750 Penalty: 2961.600586
	Iteration 20F: 3 clusters Score -494582.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -494603.187500 Penalty: 2961.600586
	Iteration 21Q: 3 clusters Score -494603.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -494620.218750 Penalty: 2961.600586
	Iteration 22Q: 3 clusters Score -494620.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -494632.531250 Penalty: 2961.600586
	Iteration 23Q: 3 clusters Score -494632.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -494644.593750 Penalty: 2961.600586
	Iteration 24Q: 3 clusters Score -494644.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -494660.593750 Penalty: 2961.600586
	Iteration 25Q: 3 clusters Score -494660.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -494677.687500 Penalty: 2961.600586
	Iteration 26Q: 3 clusters Score -494677.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -494696.812500 Penalty: 2961.600586
	Iteration 27Q: 3 clusters Score -494696.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -494705.437500 Penalty: 2961.600586
	Iteration 28Q: 3 clusters Score -494705.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -494712.843750 Penalty: 2961.600586
	Iteration 29Q: 3 clusters Score -494712.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -494720.437500 Penalty: 2961.600586
	Iteration 30Q: 3 clusters Score -494720.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -494729.156250 Penalty: 2961.600586
	Iteration 31Q: 3 clusters Score -494729.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -494734.781250 Penalty: 2961.600586
	Iteration 32Q: 3 clusters Score -494734.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -494739.062500 Penalty: 2961.600586
	Iteration 33Q: 3 clusters Score -494739.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -494745.687500 Penalty: 2961.600586
	Iteration 34Q: 3 clusters Score -494745.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -494749.812500 Penalty: 2961.600586
	Iteration 35Q: 3 clusters Score -494749.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -494753.968750 Penalty: 2961.600586
	Iteration 36Q: 3 clusters Score -494754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -494758.031250 Penalty: 2961.600586
	Iteration 37Q: 3 clusters Score -494758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -494760.500000 Penalty: 2961.600586
	Iteration 38Q: 3 clusters Score -494760.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -494763.875000 Penalty: 2961.600586
	Iteration 39Q: 3 clusters Score -494763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -494765.531250 Penalty: 2961.600586
	Iteration 40F: 3 clusters Score -494765.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -494765.937500 Penalty: 2961.600586
	Iteration 41Q: 3 clusters Score -494765.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -494767.125000 Penalty: 2961.600586
	Iteration 42Q: 3 clusters Score -494767.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -494768.593750 Penalty: 2961.600586
	Iteration 43Q: 3 clusters Score -494768.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -494770.562500 Penalty: 2961.600586
	Iteration 44Q: 3 clusters Score -494770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -494772.093750 Penalty: 2961.600586
	Iteration 45Q: 3 clusters Score -494772.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -494773.687500 Penalty: 2961.600586
	Iteration 46Q: 3 clusters Score -494773.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -494776.906250 Penalty: 2961.600586
	Iteration 47Q: 3 clusters Score -494776.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -494776.718750 Penalty: 2961.600586
	Iteration 48Q: 3 clusters Score -494776.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -494779.343750 Penalty: 2961.600586
	Iteration 49Q: 3 clusters Score -494779.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -494782.406250 Penalty: 2961.600586
	Iteration 50Q: 3 clusters Score -494782.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -494784.062500 Penalty: 2961.600586
	Iteration 51Q: 3 clusters Score -494784.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -494785.656250 Penalty: 2961.600586
	Iteration 52Q: 3 clusters Score -494785.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -494787.093750 Penalty: 2961.600586
	Iteration 53Q: 3 clusters Score -494787.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -494789.031250 Penalty: 2961.600586
	Iteration 54Q: 3 clusters Score -494789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -494789.593750 Penalty: 2961.600586
	Iteration 55Q: 3 clusters Score -494789.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -494791.125000 Penalty: 2961.600586
	Iteration 56Q: 3 clusters Score -494791.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -494792.437500 Penalty: 2961.600586
	Iteration 57Q: 3 clusters Score -494792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -494792.812500 Penalty: 2961.600586
	Iteration 58Q: 3 clusters Score -494792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -494794.125000 Penalty: 2961.600586
	Iteration 59Q: 3 clusters Score -494794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -494793.968750 Penalty: 2961.600586
	Iteration 60F: 3 clusters Score -494794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -494794.125000 Penalty: 2961.600586
	Iteration 61Q: 3 clusters Score -494794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -494795.125000 Penalty: 2961.600586
	Iteration 62Q: 3 clusters Score -494795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -494796.656250 Penalty: 2961.600586
	Iteration 63Q: 3 clusters Score -494796.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -494797.968750 Penalty: 2961.600586
	Iteration 64Q: 3 clusters Score -494798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -494797.593750 Penalty: 2961.600586
	Iteration 65Q: 3 clusters Score -494797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -494799.812500 Penalty: 2961.600586
	Iteration 66Q: 3 clusters Score -494799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -494798.062500 Penalty: 2961.600586
	Iteration 67Q: 3 clusters Score -494798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -494799.062500 Penalty: 2961.600586
	Iteration 68Q: 3 clusters Score -494799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -494800.000000 Penalty: 2961.600586
	Iteration 69Q: 3 clusters Score -494800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -494802.531250 Penalty: 2961.600586
	Iteration 70Q: 3 clusters Score -494802.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -494802.468750 Penalty: 2961.600586
	Iteration 71Q: 3 clusters Score -494802.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -494805.562500 Penalty: 2961.600586
	Iteration 72Q: 3 clusters Score -494805.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -494809.593750 Penalty: 2961.600586
	Iteration 73Q: 3 clusters Score -494809.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -494812.968750 Penalty: 2961.600586
	Iteration 74Q: 3 clusters Score -494813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -494814.656250 Penalty: 2961.600586
	Iteration 75Q: 3 clusters Score -494814.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -494818.562500 Penalty: 2961.600586
	Iteration 76Q: 3 clusters Score -494818.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -494820.843750 Penalty: 2961.600586
	Iteration 77Q: 3 clusters Score -494820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -494820.187500 Penalty: 2961.600586
	Iteration 78Q: 3 clusters Score -494820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -494823.437500 Penalty: 2961.600586
	Iteration 79Q: 3 clusters Score -494823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -494824.531250 Penalty: 2961.600586
	Iteration 80F: 3 clusters Score -494824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -494827.156250 Penalty: 2961.600586
	Iteration 81Q: 3 clusters Score -494827.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -494830.093750 Penalty: 2961.600586
	Iteration 82Q: 3 clusters Score -494830.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -494832.906250 Penalty: 2961.600586
	Iteration 83Q: 3 clusters Score -494832.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -494834.031250 Penalty: 2961.600586
	Iteration 84Q: 3 clusters Score -494834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -494836.562500 Penalty: 2961.600586
	Iteration 85Q: 3 clusters Score -494836.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -494840.312500 Penalty: 2961.600586
	Iteration 86Q: 3 clusters Score -494840.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -494841.593750 Penalty: 2961.600586
	Iteration 87Q: 3 clusters Score -494841.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -494843.156250 Penalty: 2961.600586
	Iteration 88Q: 3 clusters Score -494843.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -494844.906250 Penalty: 2961.600586
	Iteration 89Q: 3 clusters Score -494844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -494846.843750 Penalty: 2961.600586
	Iteration 90Q: 3 clusters Score -494846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -494849.437500 Penalty: 2961.600586
	Iteration 91Q: 3 clusters Score -494849.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -494852.000000 Penalty: 2961.600586
	Iteration 92Q: 3 clusters Score -494852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -494853.093750 Penalty: 2961.600586
	Iteration 93Q: 3 clusters Score -494853.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -494857.500000 Penalty: 2961.600586
	Iteration 94Q: 3 clusters Score -494857.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -494862.593750 Penalty: 2961.600586
	Iteration 95Q: 3 clusters Score -494862.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -494866.718750 Penalty: 2961.600586
	Iteration 96Q: 3 clusters Score -494866.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -494872.093750 Penalty: 2961.600586
	Iteration 97Q: 3 clusters Score -494872.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -494874.468750 Penalty: 2961.600586
	Iteration 98Q: 3 clusters Score -494874.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -494878.125000 Penalty: 2961.600586
	Iteration 99Q: 3 clusters Score -494878.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -494881.218750 Penalty: 2961.600586
	Iteration 100F: 3 clusters Score -494881.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -494884.718750 Penalty: 2961.600586
	Iteration 101Q: 3 clusters Score -494884.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -494888.406250 Penalty: 2961.600586
	Iteration 102Q: 3 clusters Score -494888.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -494890.375000 Penalty: 2961.600586
	Iteration 103Q: 3 clusters Score -494890.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -494891.031250 Penalty: 2961.600586
	Iteration 104Q: 3 clusters Score -494891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -494892.093750 Penalty: 2961.600586
	Iteration 105Q: 3 clusters Score -494892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -494893.406250 Penalty: 2961.600586
	Iteration 106Q: 3 clusters Score -494893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -494892.281250 Penalty: 2961.600586
	Iteration 107Q: 3 clusters Score -494892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -494893.062500 Penalty: 2961.600586
	Iteration 108Q: 3 clusters Score -494893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -494894.312500 Penalty: 2961.600586
	Iteration 109Q: 3 clusters Score -494894.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -494895.750000 Penalty: 2961.600586
	Iteration 110Q: 3 clusters Score -494895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -494896.593750 Penalty: 2961.600586
	Iteration 111Q: 3 clusters Score -494896.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -494897.656250 Penalty: 2961.600586
	Iteration 112Q: 3 clusters Score -494897.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -494898.031250 Penalty: 2961.600586
	Iteration 113Q: 3 clusters Score -494898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -494900.531250 Penalty: 2961.600586
	Iteration 114Q: 3 clusters Score -494900.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -494901.625000 Penalty: 2961.600586
	Iteration 115Q: 3 clusters Score -494901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -494901.812500 Penalty: 2961.600586
	Iteration 116Q: 3 clusters Score -494901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -494901.437500 Penalty: 2961.600586
	Iteration 117Q: 3 clusters Score -494901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -494902.000000 Penalty: 2961.600586
	Iteration 118Q: 3 clusters Score -494902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -494901.468750 Penalty: 2961.600586
	Iteration 119Q: 3 clusters Score -494901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -494902.562500 Penalty: 2961.600586
	Iteration 120F: 3 clusters Score -494902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -494902.093750 Penalty: 2961.600586
	Iteration 121Q: 3 clusters Score -494902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -494902.093750 Penalty: 2961.600586
	Iteration 122F: 3 clusters Score -494902.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -181833.640625 Penalty: 1316.374756
	Iteration 0F: 2 clusters Score -181833.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -178933.062500 Penalty: 2632.749512
	Iteration 0F: 3 clusters Score -178933.1 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -179694.375000 Penalty: 2632.749512
	Iteration 1F: 3 clusters Score -179694.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -179911.218750 Penalty: 2632.749512
	Iteration 2F: 3 clusters Score -179911.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -180088.828125 Penalty: 2632.749512
	Iteration 3F: 3 clusters Score -180088.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -180237.359375 Penalty: 2632.749512
	Iteration 4F: 3 clusters Score -180237.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -180400.000000 Penalty: 2632.749512
	Iteration 5F: 3 clusters Score -180400 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -180594.031250 Penalty: 2632.749512
	Iteration 6F: 3 clusters Score -180594 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -180773.734375 Penalty: 2632.749512
	Iteration 7F: 3 clusters Score -180773.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180877.125000 Penalty: 2632.749512
	Iteration 8Q: 3 clusters Score -180877.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -180954.375000 Penalty: 2632.749512
	Iteration 9Q: 3 clusters Score -180954.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -181021.859375 Penalty: 2632.749512
	Iteration 10Q: 3 clusters Score -181021.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -181083.125000 Penalty: 2632.749512
	Iteration 11Q: 3 clusters Score -181083.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -181110.921875 Penalty: 2632.749512
	Iteration 12Q: 3 clusters Score -181110.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -181136.140625 Penalty: 2632.749512
	Iteration 13Q: 3 clusters Score -181136.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -181152.828125 Penalty: 2632.749512
	Iteration 14Q: 3 clusters Score -181152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -181161.250000 Penalty: 2632.749512
	Iteration 15Q: 3 clusters Score -181161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -181165.625000 Penalty: 2632.749512
	Iteration 16Q: 3 clusters Score -181165.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -181169.343750 Penalty: 2632.749512
	Iteration 17Q: 3 clusters Score -181169.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -181176.593750 Penalty: 2632.749512
	Iteration 18Q: 3 clusters Score -181176.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -181182.718750 Penalty: 2632.749512
	Iteration 19Q: 3 clusters Score -181182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -181191.156250 Penalty: 2632.749512
	Iteration 20F: 3 clusters Score -181191.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -181201.734375 Penalty: 2632.749512
	Iteration 21Q: 3 clusters Score -181201.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -181205.859375 Penalty: 2632.749512
	Iteration 22Q: 3 clusters Score -181205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -181208.328125 Penalty: 2632.749512
	Iteration 23Q: 3 clusters Score -181208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -181212.750000 Penalty: 2632.749512
	Iteration 24Q: 3 clusters Score -181212.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -181217.187500 Penalty: 2632.749512
	Iteration 25Q: 3 clusters Score -181217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -181220.234375 Penalty: 2632.749512
	Iteration 26Q: 3 clusters Score -181220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -181220.375000 Penalty: 2632.749512
	Iteration 27Q: 3 clusters Score -181220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -181220.640625 Penalty: 2632.749512
	Iteration 28Q: 3 clusters Score -181220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -181221.359375 Penalty: 2632.749512
	Iteration 29Q: 3 clusters Score -181221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -181225.062500 Penalty: 2632.749512
	Iteration 30Q: 3 clusters Score -181225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -181226.296875 Penalty: 2632.749512
	Iteration 31Q: 3 clusters Score -181226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -181227.812500 Penalty: 2632.749512
	Iteration 32Q: 3 clusters Score -181227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -181229.437500 Penalty: 2632.749512
	Iteration 33Q: 3 clusters Score -181229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -181231.312500 Penalty: 2632.749512
	Iteration 34Q: 3 clusters Score -181231.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -181233.093750 Penalty: 2632.749512
	Iteration 35Q: 3 clusters Score -181233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -181234.765625 Penalty: 2632.749512
	Iteration 36Q: 3 clusters Score -181234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -181237.000000 Penalty: 2632.749512
	Iteration 37Q: 3 clusters Score -181237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -181238.593750 Penalty: 2632.749512
	Iteration 38Q: 3 clusters Score -181238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -181239.562500 Penalty: 2632.749512
	Iteration 39Q: 3 clusters Score -181239.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -181239.562500 Penalty: 2632.749512
	Iteration 40F: 3 clusters Score -181239.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Entering Unmasked Estep 
Score: -410215.875000 Penalty: 1455.574585
	Iteration 0F: 2 clusters Score -410215.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -404593.437500 Penalty: 2911.149170
	Iteration 0F: 3 clusters Score -404593.4 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -406855.937500 Penalty: 2911.149170
	Iteration 1F: 3 clusters Score -406855.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -407655.906250 Penalty: 2911.149170
	Iteration 2F: 3 clusters Score -407655.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -408450.781250 Penalty: 2911.149170
	Iteration 3F: 3 clusters Score -408450.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -409133.343750 Penalty: 2911.149170
	Iteration 4F: 3 clusters Score -409133.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -409491.812500 Penalty: 2911.149170
	Iteration 5F: 3 clusters Score -409491.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -409644.031250 Penalty: 2911.149170
	Iteration 6Q: 3 clusters Score -409644 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -409728.750000 Penalty: 2911.149170
	Iteration 7Q: 3 clusters Score -409728.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -409771.281250 Penalty: 2911.149170
	Iteration 8Q: 3 clusters Score -409771.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -409800.406250 Penalty: 2911.149170
	Iteration 9Q: 3 clusters Score -409800.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -409825.156250 Penalty: 2911.149170
	Iteration 10Q: 3 clusters Score -409825.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -409843.906250 Penalty: 2911.149170
	Iteration 11Q: 3 clusters Score -409843.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -409853.000000 Penalty: 2911.149170
	Iteration 12Q: 3 clusters Score -409853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -409864.718750 Penalty: 2911.149170
	Iteration 13Q: 3 clusters Score -409864.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -409872.750000 Penalty: 2911.149170
	Iteration 14Q: 3 clusters Score -409872.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -409878.906250 Penalty: 2911.149170
	Iteration 15Q: 3 clusters Score -409878.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -409884.843750 Penalty: 2911.149170
	Iteration 16Q: 3 clusters Score -409884.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -409889.281250 Penalty: 2911.149170
	Iteration 17Q: 3 clusters Score -409889.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -409893.312500 Penalty: 2911.149170
	Iteration 18Q: 3 clusters Score -409893.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -409900.687500 Penalty: 2911.149170
	Iteration 19Q: 3 clusters Score -409900.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -409907.125000 Penalty: 2911.149170
	Iteration 20F: 3 clusters Score -409907.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -409911.187500 Penalty: 2911.149170
	Iteration 21Q: 3 clusters Score -409911.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -409915.625000 Penalty: 2911.149170
	Iteration 22Q: 3 clusters Score -409915.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -409920.812500 Penalty: 2911.149170
	Iteration 23Q: 3 clusters Score -409920.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -409926.968750 Penalty: 2911.149170
	Iteration 24Q: 3 clusters Score -409927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -409931.687500 Penalty: 2911.149170
	Iteration 25Q: 3 clusters Score -409931.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -409935.718750 Penalty: 2911.149170
	Iteration 26Q: 3 clusters Score -409935.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -409940.500000 Penalty: 2911.149170
	Iteration 27Q: 3 clusters Score -409940.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -409945.375000 Penalty: 2911.149170
	Iteration 28Q: 3 clusters Score -409945.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -409950.406250 Penalty: 2911.149170
	Iteration 29Q: 3 clusters Score -409950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -409952.437500 Penalty: 2911.149170
	Iteration 30Q: 3 clusters Score -409952.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -409955.687500 Penalty: 2911.149170
	Iteration 31Q: 3 clusters Score -409955.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -409959.343750 Penalty: 2911.149170
	Iteration 32Q: 3 clusters Score -409959.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -409962.687500 Penalty: 2911.149170
	Iteration 33Q: 3 clusters Score -409962.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -409965.562500 Penalty: 2911.149170
	Iteration 34Q: 3 clusters Score -409965.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -409969.187500 Penalty: 2911.149170
	Iteration 35Q: 3 clusters Score -409969.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -409973.156250 Penalty: 2911.149170
	Iteration 36Q: 3 clusters Score -409973.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -409976.750000 Penalty: 2911.149170
	Iteration 37Q: 3 clusters Score -409976.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -409978.968750 Penalty: 2911.149170
	Iteration 38Q: 3 clusters Score -409979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -409979.906250 Penalty: 2911.149170
	Iteration 39Q: 3 clusters Score -409979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -409980.843750 Penalty: 2911.149170
	Iteration 40F: 3 clusters Score -409980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -409981.437500 Penalty: 2911.149170
	Iteration 41Q: 3 clusters Score -409981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -409982.250000 Penalty: 2911.149170
	Iteration 42Q: 3 clusters Score -409982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -409981.718750 Penalty: 2911.149170
	Iteration 43Q: 3 clusters Score -409981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -409981.218750 Penalty: 2911.149170
	Iteration 44Q: 3 clusters Score -409981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -409981.187500 Penalty: 2911.149170
	Iteration 45Q: 3 clusters Score -409981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -409982.125000 Penalty: 2911.149170
	Iteration 46Q: 3 clusters Score -409982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -409982.218750 Penalty: 2911.149170
	Iteration 47Q: 3 clusters Score -409982.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -409981.437500 Penalty: 2911.149170
	Iteration 48Q: 3 clusters Score -409981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -409981.750000 Penalty: 2911.149170
	Iteration 49Q: 3 clusters Score -409981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -409981.750000 Penalty: 2911.149170
	Iteration 50F: 3 clusters Score -409981.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Entering Unmasked Estep 
Score: -2314482.750000 Penalty: 1722.123657
	Iteration 0F: 2 clusters Score -2314483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2287642.250000 Penalty: 3444.247314
	Iteration 0F: 3 clusters Score -2287642 nChanged 18652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2298099.500000 Penalty: 3444.247314
	Iteration 1F: 3 clusters Score -2298100 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2298623.250000 Penalty: 3444.247314
	Iteration 2Q: 3 clusters Score -2298623 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2299266.250000 Penalty: 3444.247314
	Iteration 3Q: 3 clusters Score -2299266 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2300036.500000 Penalty: 3444.247314
	Iteration 4Q: 3 clusters Score -2300036 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2300945.250000 Penalty: 3444.247314
	Iteration 5F: 3 clusters Score -2300945 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2301897.250000 Penalty: 3444.247314
	Iteration 6F: 3 clusters Score -2301897 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2302914.250000 Penalty: 3444.247314
	Iteration 7F: 3 clusters Score -2302914 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2304004.500000 Penalty: 3444.247314
	Iteration 8F: 3 clusters Score -2304004 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2305125.750000 Penalty: 3444.247314
	Iteration 9Q: 3 clusters Score -2305126 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2306191.500000 Penalty: 3444.247314
	Iteration 10Q: 3 clusters Score -2306192 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2307194.250000 Penalty: 3444.247314
	Iteration 11Q: 3 clusters Score -2307194 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2307977.500000 Penalty: 3444.247314
	Iteration 12Q: 3 clusters Score -2307978 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2308491.750000 Penalty: 3444.247314
	Iteration 13Q: 3 clusters Score -2308492 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2308915.250000 Penalty: 3444.247314
	Iteration 14Q: 3 clusters Score -2308915 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2309331.750000 Penalty: 3444.247314
	Iteration 15Q: 3 clusters Score -2309332 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2309787.000000 Penalty: 3444.247314
	Iteration 16Q: 3 clusters Score -2309787 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2310282.250000 Penalty: 3444.247314
	Iteration 17Q: 3 clusters Score -2310282 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2310782.250000 Penalty: 3444.247314
	Iteration 18Q: 3 clusters Score -2310782 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2311262.000000 Penalty: 3444.247314
	Iteration 19Q: 3 clusters Score -2311262 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2311686.250000 Penalty: 3444.247314
	Iteration 20F: 3 clusters Score -2311686 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2312072.250000 Penalty: 3444.247314
	Iteration 21Q: 3 clusters Score -2312072 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2312408.250000 Penalty: 3444.247314
	Iteration 22Q: 3 clusters Score -2312408 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2312623.500000 Penalty: 3444.247314
	Iteration 23Q: 3 clusters Score -2312624 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2312755.500000 Penalty: 3444.247314
	Iteration 24Q: 3 clusters Score -2312756 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2312846.500000 Penalty: 3444.247314
	Iteration 25Q: 3 clusters Score -2312846 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2312904.250000 Penalty: 3444.247314
	Iteration 26Q: 3 clusters Score -2312904 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2312967.000000 Penalty: 3444.247314
	Iteration 27Q: 3 clusters Score -2312967 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2313017.750000 Penalty: 3444.247314
	Iteration 28Q: 3 clusters Score -2313018 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2313037.000000 Penalty: 3444.247314
	Iteration 29Q: 3 clusters Score -2313037 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2313078.250000 Penalty: 3444.247314
	Iteration 30Q: 3 clusters Score -2313078 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2313100.250000 Penalty: 3444.247314
	Iteration 31Q: 3 clusters Score -2313100 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2313117.500000 Penalty: 3444.247314
	Iteration 32Q: 3 clusters Score -2313118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2313127.500000 Penalty: 3444.247314
	Iteration 33Q: 3 clusters Score -2313128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2313150.500000 Penalty: 3444.247314
	Iteration 34Q: 3 clusters Score -2313150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2313164.750000 Penalty: 3444.247314
	Iteration 35Q: 3 clusters Score -2313165 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2313176.000000 Penalty: 3444.247314
	Iteration 36Q: 3 clusters Score -2313176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2313189.250000 Penalty: 3444.247314
	Iteration 37Q: 3 clusters Score -2313189 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2313204.500000 Penalty: 3444.247314
	Iteration 38Q: 3 clusters Score -2313204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2313215.750000 Penalty: 3444.247314
	Iteration 39Q: 3 clusters Score -2313216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2313222.000000 Penalty: 3444.247314
	Iteration 40F: 3 clusters Score -2313222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2313232.250000 Penalty: 3444.247314
	Iteration 41Q: 3 clusters Score -2313232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2313246.250000 Penalty: 3444.247314
	Iteration 42Q: 3 clusters Score -2313246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2313244.000000 Penalty: 3444.247314
	Iteration 43Q: 3 clusters Score -2313244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2313250.500000 Penalty: 3444.247314
	Iteration 44Q: 3 clusters Score -2313250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2313257.250000 Penalty: 3444.247314
	Iteration 45Q: 3 clusters Score -2313257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2313266.500000 Penalty: 3444.247314
	Iteration 46Q: 3 clusters Score -2313266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2313270.500000 Penalty: 3444.247314
	Iteration 47Q: 3 clusters Score -2313270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2313284.250000 Penalty: 3444.247314
	Iteration 48Q: 3 clusters Score -2313284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2313295.750000 Penalty: 3444.247314
	Iteration 49Q: 3 clusters Score -2313296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2313302.500000 Penalty: 3444.247314
	Iteration 50Q: 3 clusters Score -2313302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2313299.250000 Penalty: 3444.247314
	Iteration 51Q: 3 clusters Score -2313299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2313303.000000 Penalty: 3444.247314
	Iteration 52Q: 3 clusters Score -2313303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2313302.750000 Penalty: 3444.247314
	Iteration 53Q: 3 clusters Score -2313303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2313308.750000 Penalty: 3444.247314
	Iteration 54Q: 3 clusters Score -2313309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2313312.500000 Penalty: 3444.247314
	Iteration 55Q: 3 clusters Score -2313312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2313313.750000 Penalty: 3444.247314
	Iteration 56Q: 3 clusters Score -2313314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2313314.500000 Penalty: 3444.247314
	Iteration 57Q: 3 clusters Score -2313314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2313316.500000 Penalty: 3444.247314
	Iteration 58Q: 3 clusters Score -2313316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2313315.500000 Penalty: 3444.247314
	Iteration 59Q: 3 clusters Score -2313316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2313318.000000 Penalty: 3444.247314
	Iteration 60F: 3 clusters Score -2313318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2313320.750000 Penalty: 3444.247314
	Iteration 61Q: 3 clusters Score -2313321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2313323.250000 Penalty: 3444.247314
	Iteration 62Q: 3 clusters Score -2313323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2313322.750000 Penalty: 3444.247314
	Iteration 63Q: 3 clusters Score -2313323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2313328.250000 Penalty: 3444.247314
	Iteration 64Q: 3 clusters Score -2313328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2313326.500000 Penalty: 3444.247314
	Iteration 65Q: 3 clusters Score -2313326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2313330.750000 Penalty: 3444.247314
	Iteration 66Q: 3 clusters Score -2313331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2313331.750000 Penalty: 3444.247314
	Iteration 67Q: 3 clusters Score -2313332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2313332.750000 Penalty: 3444.247314
	Iteration 68Q: 3 clusters Score -2313333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2313337.000000 Penalty: 3444.247314
	Iteration 69Q: 3 clusters Score -2313337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2313339.000000 Penalty: 3444.247314
	Iteration 70Q: 3 clusters Score -2313339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2313338.250000 Penalty: 3444.247314
	Iteration 71Q: 3 clusters Score -2313338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2313337.250000 Penalty: 3444.247314
	Iteration 72Q: 3 clusters Score -2313337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2313344.500000 Penalty: 3444.247314
	Iteration 73Q: 3 clusters Score -2313344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2313343.500000 Penalty: 3444.247314
	Iteration 74Q: 3 clusters Score -2313344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2313341.750000 Penalty: 3444.247314
	Iteration 75Q: 3 clusters Score -2313342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2313341.750000 Penalty: 3444.247314
	Iteration 76Q: 3 clusters Score -2313342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2313343.250000 Penalty: 3444.247314
	Iteration 77Q: 3 clusters Score -2313343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2313344.750000 Penalty: 3444.247314
	Iteration 78Q: 3 clusters Score -2313345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2313346.250000 Penalty: 3444.247314
	Iteration 79Q: 3 clusters Score -2313346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2313345.000000 Penalty: 3444.247314
	Iteration 80F: 3 clusters Score -2313345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2313345.250000 Penalty: 3444.247314
	Iteration 81Q: 3 clusters Score -2313345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2313346.500000 Penalty: 3444.247314
	Iteration 82Q: 3 clusters Score -2313346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2313346.750000 Penalty: 3444.247314
	Iteration 83Q: 3 clusters Score -2313347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2313347.250000 Penalty: 3444.247314
	Iteration 84Q: 3 clusters Score -2313347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2313344.250000 Penalty: 3444.247314
	Iteration 85Q: 3 clusters Score -2313344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2313348.750000 Penalty: 3444.247314
	Iteration 86Q: 3 clusters Score -2313349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2313351.250000 Penalty: 3444.247314
	Iteration 87Q: 3 clusters Score -2313351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2313349.500000 Penalty: 3444.247314
	Iteration 88Q: 3 clusters Score -2313350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2313349.750000 Penalty: 3444.247314
	Iteration 89Q: 3 clusters Score -2313350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2313351.500000 Penalty: 3444.247314
	Iteration 90Q: 3 clusters Score -2313352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2313352.750000 Penalty: 3444.247314
	Iteration 91Q: 3 clusters Score -2313353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2313351.000000 Penalty: 3444.247314
	Iteration 92Q: 3 clusters Score -2313351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2313351.000000 Penalty: 3444.247314
	Iteration 93F: 3 clusters Score -2313351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 251604 members 
Mstep: Class 5 contains 37786 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 20729 members 
Mstep: Class 9 contains 18608 members 
Mstep: Class 10 contains 18063 members 
Mstep: Class 11 contains 12169 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 13184 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 18162 members 
Mstep: Class 16 contains 105159 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 9804 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 7765 members 
Mstep: Class 24 contains 40042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34109264.000000 Penalty: 58543.109375
Iteration 39Q: 28 clusters Score -3.410926e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 251497 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 20644 members 
Mstep: Class 9 contains 18358 members 
Mstep: Class 10 contains 18081 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 13226 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 18361 members 
Mstep: Class 16 contains 104896 members 
Mstep: Class 17 contains 8014 members 
Mstep: Class 18 contains 2190 members 
Mstep: Class 19 contains 9807 members 
Mstep: Class 20 contains 9121 members 
Mstep: Class 21 contains 3298 members 
Mstep: Class 22 contains 7753 members 
Mstep: Class 23 contains 4586 members 
Mstep: Class 24 contains 40183 members 
Mstep: Class 25 contains 4419 members 
Mstep: Class 26 contains 1445 members 
Mstep: Class 27 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34111304.000000 Penalty: 58543.109375
Iteration 40F: 28 clusters Score -3.41113e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3173 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 251353 members 
Mstep: Class 5 contains 37834 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 20560 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 18019 members 
Mstep: Class 11 contains 12188 members 
Mstep: Class 12 contains 12061 members 
Mstep: Class 13 contains 13256 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 104521 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 9780 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 3292 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 4753 members 
Mstep: Class 24 contains 40278 members 
Mstep: Class 25 contains 4512 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34112484.000000 Penalty: 58543.109375
Iteration 41Q: 28 clusters Score -3.411248e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3114 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 251202 members 
Mstep: Class 5 contains 37855 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 4375 members 
Mstep: Class 8 contains 20490 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 18002 members 
Mstep: Class 11 contains 12180 members 
Mstep: Class 12 contains 12359 members 
Mstep: Class 13 contains 13280 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 104130 members 
Mstep: Class 17 contains 8105 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 9714 members 
Mstep: Class 20 contains 9242 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 7727 members 
Mstep: Class 23 contains 4847 members 
Mstep: Class 24 contains 40406 members 
Mstep: Class 25 contains 4521 members 
Mstep: Class 26 contains 1705 members 
Mstep: Class 27 contains 2481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113144.000000 Penalty: 58543.109375
Iteration 42Q: 28 clusters Score -3.411314e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3068 members 
Mstep: Class 3 contains 1713 members 
Mstep: Class 4 contains 251046 members 
Mstep: Class 5 contains 37886 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 4395 members 
Mstep: Class 8 contains 20415 members 
Mstep: Class 9 contains 18083 members 
Mstep: Class 10 contains 18034 members 
Mstep: Class 11 contains 12194 members 
Mstep: Class 12 contains 12599 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 4577 members 
Mstep: Class 15 contains 18333 members 
Mstep: Class 16 contains 103777 members 
Mstep: Class 17 contains 8150 members 
Mstep: Class 18 contains 2120 members 
Mstep: Class 19 contains 9658 members 
Mstep: Class 20 contains 9304 members 
Mstep: Class 21 contains 3260 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 40532 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 26 contains 1768 members 
Mstep: Class 27 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113484.000000 Penalty: 58543.109375
Iteration 43Q: 28 clusters Score -3.411348e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 250894 members 
Mstep: Class 5 contains 37904 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 20346 members 
Mstep: Class 9 contains 18031 members 
Mstep: Class 10 contains 18087 members 
Mstep: Class 11 contains 12198 members 
Mstep: Class 12 contains 12819 members 
Mstep: Class 13 contains 13311 members 
Mstep: Class 14 contains 4632 members 
Mstep: Class 15 contains 18338 members 
Mstep: Class 16 contains 103463 members 
Mstep: Class 17 contains 8188 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 9601 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 7709 members 
Mstep: Class 23 contains 4960 members 
Mstep: Class 24 contains 40626 members 
Mstep: Class 25 contains 4511 members 
Mstep: Class 26 contains 1823 members 
Mstep: Class 27 contains 2477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113664.000000 Penalty: 58543.109375
Iteration 44Q: 28 clusters Score -3.411366e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3017 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 250748 members 
Mstep: Class 5 contains 37921 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 4458 members 
Mstep: Class 8 contains 20271 members 
Mstep: Class 9 contains 17974 members 
Mstep: Class 10 contains 18147 members 
Mstep: Class 11 contains 12197 members 
Mstep: Class 12 contains 13002 members 
Mstep: Class 13 contains 13336 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 18350 members 
Mstep: Class 16 contains 103214 members 
Mstep: Class 17 contains 8223 members 
Mstep: Class 18 contains 2085 members 
Mstep: Class 19 contains 9561 members 
Mstep: Class 20 contains 9443 members 
Mstep: Class 21 contains 3243 members 
Mstep: Class 22 contains 7698 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 40679 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34113912.000000 Penalty: 58543.109375
Iteration 45Q: 28 clusters Score -3.411391e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 250615 members 
Mstep: Class 5 contains 37936 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 20191 members 
Mstep: Class 9 contains 17937 members 
Mstep: Class 10 contains 18212 members 
Mstep: Class 11 contains 12219 members 
Mstep: Class 12 contains 13141 members 
Mstep: Class 13 contains 13362 members 
Mstep: Class 14 contains 4742 members 
Mstep: Class 15 contains 18363 members 
Mstep: Class 16 contains 103001 members 
Mstep: Class 17 contains 8259 members 
Mstep: Class 18 contains 2072 members 
Mstep: Class 19 contains 9527 members 
Mstep: Class 20 contains 9500 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 40734 members 
Mstep: Class 25 contains 4459 members 
Mstep: Class 26 contains 1889 members 
Mstep: Class 27 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114356.000000 Penalty: 58543.109375
Iteration 46Q: 28 clusters Score -3.411436e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 250494 members 
Mstep: Class 5 contains 37966 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 8 contains 20098 members 
Mstep: Class 9 contains 17896 members 
Mstep: Class 10 contains 18271 members 
Mstep: Class 11 contains 12242 members 
Mstep: Class 12 contains 13298 members 
Mstep: Class 13 contains 13389 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 18379 members 
Mstep: Class 16 contains 102798 members 
Mstep: Class 17 contains 8289 members 
Mstep: Class 18 contains 2058 members 
Mstep: Class 19 contains 9481 members 
Mstep: Class 20 contains 9557 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 40785 members 
Mstep: Class 25 contains 4415 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114628.000000 Penalty: 58543.109375
Iteration 47Q: 28 clusters Score -3.411463e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 1750 members 
Mstep: Class 4 contains 250380 members 
Mstep: Class 5 contains 38002 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 20009 members 
Mstep: Class 9 contains 17869 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 12261 members 
Mstep: Class 12 contains 13425 members 
Mstep: Class 13 contains 13402 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 18390 members 
Mstep: Class 16 contains 102600 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 9614 members 
Mstep: Class 21 contains 3222 members 
Mstep: Class 22 contains 7647 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 40844 members 
Mstep: Class 25 contains 4370 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34114776.000000 Penalty: 58543.109375
Iteration 48Q: 28 clusters Score -3.411478e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 1754 members 
Mstep: Class 4 contains 250295 members 
Mstep: Class 5 contains 38031 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 19920 members 
Mstep: Class 9 contains 17859 members 
Mstep: Class 10 contains 18379 members 
Mstep: Class 11 contains 12283 members 
Mstep: Class 12 contains 13534 members 
Mstep: Class 13 contains 13407 members 
Mstep: Class 14 contains 4962 members 
Mstep: Class 15 contains 18388 members 
Mstep: Class 16 contains 102431 members 
Mstep: Class 17 contains 8351 members 
Mstep: Class 18 contains 2050 members 
Mstep: Class 19 contains 9422 members 
Mstep: Class 20 contains 9669 members 
Mstep: Class 21 contains 3214 members 
Mstep: Class 22 contains 7640 members 
Mstep: Class 23 contains 5024 members 
Mstep: Class 24 contains 40897 members 
Mstep: Class 25 contains 4332 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115008.000000 Penalty: 58543.109375
Iteration 49Q: 28 clusters Score -3.411501e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 250220 members 
Mstep: Class 5 contains 38077 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 4605 members 
Mstep: Class 8 contains 19828 members 
Mstep: Class 9 contains 17826 members 
Mstep: Class 10 contains 18419 members 
Mstep: Class 11 contains 12303 members 
Mstep: Class 12 contains 13631 members 
Mstep: Class 13 contains 13411 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 18375 members 
Mstep: Class 16 contains 102262 members 
Mstep: Class 17 contains 8363 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 9381 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 3201 members 
Mstep: Class 22 contains 7631 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 40963 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 1945 members 
Mstep: Class 27 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115304.000000 Penalty: 58543.109375
Iteration 50Q: 28 clusters Score -3.41153e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 250146 members 
Mstep: Class 5 contains 38121 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 19742 members 
Mstep: Class 9 contains 17774 members 
Mstep: Class 10 contains 18433 members 
Mstep: Class 11 contains 12326 members 
Mstep: Class 12 contains 13728 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 18373 members 
Mstep: Class 16 contains 102107 members 
Mstep: Class 17 contains 8381 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 9360 members 
Mstep: Class 20 contains 9784 members 
Mstep: Class 21 contains 3197 members 
Mstep: Class 22 contains 7612 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 41023 members 
Mstep: Class 25 contains 4260 members 
Mstep: Class 26 contains 1957 members 
Mstep: Class 27 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115424.000000 Penalty: 58543.109375
Iteration 51Q: 28 clusters Score -3.411542e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 250080 members 
Mstep: Class 5 contains 38163 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 4694 members 
Mstep: Class 8 contains 19626 members 
Mstep: Class 9 contains 17759 members 
Mstep: Class 10 contains 18425 members 
Mstep: Class 11 contains 12345 members 
Mstep: Class 12 contains 13809 members 
Mstep: Class 13 contains 13427 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 18370 members 
Mstep: Class 16 contains 101968 members 
Mstep: Class 17 contains 8392 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 9859 members 
Mstep: Class 21 contains 3192 members 
Mstep: Class 22 contains 7602 members 
Mstep: Class 23 contains 5037 members 
Mstep: Class 24 contains 41093 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 2505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115676.000000 Penalty: 58543.109375
Iteration 52Q: 28 clusters Score -3.411568e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 250020 members 
Mstep: Class 5 contains 38190 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 4730 members 
Mstep: Class 8 contains 19551 members 
Mstep: Class 9 contains 17738 members 
Mstep: Class 10 contains 18437 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 13883 members 
Mstep: Class 13 contains 13443 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 18363 members 
Mstep: Class 16 contains 101834 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 2032 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 9917 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 7588 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 41163 members 
Mstep: Class 25 contains 4204 members 
Mstep: Class 26 contains 1969 members 
Mstep: Class 27 contains 2510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115804.000000 Penalty: 58543.109375
Iteration 53Q: 28 clusters Score -3.41158e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 249960 members 
Mstep: Class 5 contains 38223 members 
Mstep: Class 6 contains 3570 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 19468 members 
Mstep: Class 9 contains 17712 members 
Mstep: Class 10 contains 18464 members 
Mstep: Class 11 contains 12394 members 
Mstep: Class 12 contains 13957 members 
Mstep: Class 13 contains 13461 members 
Mstep: Class 14 contains 5210 members 
Mstep: Class 15 contains 18347 members 
Mstep: Class 16 contains 101705 members 
Mstep: Class 17 contains 8413 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 9252 members 
Mstep: Class 20 contains 9984 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 7574 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 41216 members 
Mstep: Class 25 contains 4191 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34115876.000000 Penalty: 58543.109375
Iteration 54Q: 28 clusters Score -3.411588e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 249896 members 
Mstep: Class 5 contains 38246 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 4804 members 
Mstep: Class 8 contains 19393 members 
Mstep: Class 9 contains 17690 members 
Mstep: Class 10 contains 18483 members 
Mstep: Class 11 contains 12406 members 
Mstep: Class 12 contains 14023 members 
Mstep: Class 13 contains 13488 members 
Mstep: Class 14 contains 5255 members 
Mstep: Class 15 contains 18331 members 
Mstep: Class 16 contains 101608 members 
Mstep: Class 17 contains 8419 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 9216 members 
Mstep: Class 20 contains 10044 members 
Mstep: Class 21 contains 3188 members 
Mstep: Class 22 contains 7560 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 41264 members 
Mstep: Class 25 contains 4186 members 
Mstep: Class 26 contains 1978 members 
Mstep: Class 27 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116012.000000 Penalty: 58543.109375
Iteration 55Q: 28 clusters Score -3.411601e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 249864 members 
Mstep: Class 5 contains 38269 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 19305 members 
Mstep: Class 9 contains 17658 members 
Mstep: Class 10 contains 18505 members 
Mstep: Class 11 contains 12418 members 
Mstep: Class 12 contains 14070 members 
Mstep: Class 13 contains 13499 members 
Mstep: Class 14 contains 5293 members 
Mstep: Class 15 contains 18312 members 
Mstep: Class 16 contains 101526 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 9190 members 
Mstep: Class 20 contains 10104 members 
Mstep: Class 21 contains 3187 members 
Mstep: Class 22 contains 7547 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 41307 members 
Mstep: Class 25 contains 4182 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116012.000000 Penalty: 58543.109375
Iteration 56Q: 28 clusters Score -3.411601e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 249854 members 
Mstep: Class 5 contains 38296 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 4866 members 
Mstep: Class 8 contains 19223 members 
Mstep: Class 9 contains 17618 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 12434 members 
Mstep: Class 12 contains 14111 members 
Mstep: Class 13 contains 13509 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 18288 members 
Mstep: Class 16 contains 101452 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 9163 members 
Mstep: Class 20 contains 10156 members 
Mstep: Class 21 contains 3188 members 
Mstep: Class 22 contains 7530 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 41336 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116128.000000 Penalty: 58543.109375
Iteration 57Q: 28 clusters Score -3.411613e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 249860 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 19121 members 
Mstep: Class 9 contains 17586 members 
Mstep: Class 10 contains 18530 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 13515 members 
Mstep: Class 14 contains 5376 members 
Mstep: Class 15 contains 18270 members 
Mstep: Class 16 contains 101376 members 
Mstep: Class 17 contains 8460 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 20 contains 10194 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 7519 members 
Mstep: Class 23 contains 5081 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 2553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116136.000000 Penalty: 58543.109375
Iteration 58Q: 28 clusters Score -3.411614e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 249832 members 
Mstep: Class 5 contains 38373 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 4927 members 
Mstep: Class 8 contains 19023 members 
Mstep: Class 9 contains 17551 members 
Mstep: Class 10 contains 18542 members 
Mstep: Class 11 contains 12480 members 
Mstep: Class 12 contains 14170 members 
Mstep: Class 13 contains 13524 members 
Mstep: Class 14 contains 5421 members 
Mstep: Class 15 contains 18258 members 
Mstep: Class 16 contains 101331 members 
Mstep: Class 17 contains 8477 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 9122 members 
Mstep: Class 20 contains 10222 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 5085 members 
Mstep: Class 24 contains 41381 members 
Mstep: Class 25 contains 4180 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116284.000000 Penalty: 58543.109375
Iteration 59Q: 28 clusters Score -3.411628e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2874 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 249817 members 
Mstep: Class 5 contains 38409 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 4940 members 
Mstep: Class 8 contains 18940 members 
Mstep: Class 9 contains 17514 members 
Mstep: Class 10 contains 18558 members 
Mstep: Class 11 contains 12501 members 
Mstep: Class 12 contains 14196 members 
Mstep: Class 13 contains 13530 members 
Mstep: Class 14 contains 5461 members 
Mstep: Class 15 contains 18242 members 
Mstep: Class 16 contains 101303 members 
Mstep: Class 17 contains 8487 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 9095 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 7510 members 
Mstep: Class 23 contains 5085 members 
Mstep: Class 24 contains 41397 members 
Mstep: Class 25 contains 4180 members 
Mstep: Class 26 contains 1991 members 
Mstep: Class 27 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116304.000000 Penalty: 58543.109375
Iteration 60F: 28 clusters Score -3.41163e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2870 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 249822 members 
Mstep: Class 5 contains 38436 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 7 contains 4944 members 
Mstep: Class 8 contains 18833 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 18601 members 
Mstep: Class 11 contains 12523 members 
Mstep: Class 12 contains 14224 members 
Mstep: Class 13 contains 13537 members 
Mstep: Class 14 contains 5487 members 
Mstep: Class 15 contains 18235 members 
Mstep: Class 16 contains 101260 members 
Mstep: Class 17 contains 8493 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 9082 members 
Mstep: Class 20 contains 10294 members 
Mstep: Class 21 contains 3193 members 
Mstep: Class 22 contains 7506 members 
Mstep: Class 23 contains 5085 members 
Mstep: Class 24 contains 41405 members 
Mstep: Class 25 contains 4180 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 2573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116432.000000 Penalty: 58543.109375
Iteration 61Q: 28 clusters Score -3.411643e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 249818 members 
Mstep: Class 5 contains 38448 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 4946 members 
Mstep: Class 8 contains 18769 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 18625 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 14240 members 
Mstep: Class 13 contains 13541 members 
Mstep: Class 14 contains 5505 members 
Mstep: Class 15 contains 18221 members 
Mstep: Class 16 contains 101216 members 
Mstep: Class 17 contains 8505 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 9076 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 7506 members 
Mstep: Class 23 contains 5086 members 
Mstep: Class 24 contains 41420 members 
Mstep: Class 25 contains 4180 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 2583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116668.000000 Penalty: 58543.109375
Iteration 62Q: 28 clusters Score -3.411667e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 249819 members 
Mstep: Class 5 contains 38475 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 4968 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 17452 members 
Mstep: Class 10 contains 18647 members 
Mstep: Class 11 contains 12578 members 
Mstep: Class 12 contains 14253 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 18207 members 
Mstep: Class 16 contains 101165 members 
Mstep: Class 17 contains 8517 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 9072 members 
Mstep: Class 20 contains 10337 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 7504 members 
Mstep: Class 23 contains 5087 members 
Mstep: Class 24 contains 41428 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116660.000000 Penalty: 58543.109375
Iteration 63Q: 28 clusters Score -3.411666e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2869 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 249807 members 
Mstep: Class 5 contains 38510 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 4970 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 9 contains 17444 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 12613 members 
Mstep: Class 12 contains 14268 members 
Mstep: Class 13 contains 13553 members 
Mstep: Class 14 contains 5529 members 
Mstep: Class 15 contains 18199 members 
Mstep: Class 16 contains 101113 members 
Mstep: Class 17 contains 8531 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 9065 members 
Mstep: Class 20 contains 10369 members 
Mstep: Class 21 contains 3200 members 
Mstep: Class 22 contains 7500 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 41441 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 2000 members 
Mstep: Class 27 contains 2598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116648.000000 Penalty: 58543.109375
Iteration 64Q: 28 clusters Score -3.411665e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2870 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 249797 members 
Mstep: Class 5 contains 38533 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 4958 members 
Mstep: Class 8 contains 18521 members 
Mstep: Class 9 contains 17424 members 
Mstep: Class 10 contains 18690 members 
Mstep: Class 11 contains 12658 members 
Mstep: Class 12 contains 14291 members 
Mstep: Class 13 contains 13558 members 
Mstep: Class 14 contains 5543 members 
Mstep: Class 15 contains 18190 members 
Mstep: Class 16 contains 101067 members 
Mstep: Class 17 contains 8539 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 19 contains 9050 members 
Mstep: Class 20 contains 10407 members 
Mstep: Class 21 contains 3201 members 
Mstep: Class 22 contains 7502 members 
Mstep: Class 23 contains 5102 members 
Mstep: Class 24 contains 41462 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 2001 members 
Mstep: Class 27 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116756.000000 Penalty: 58543.109375
Iteration 65Q: 28 clusters Score -3.411676e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2869 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 249788 members 
Mstep: Class 5 contains 38568 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 8 contains 18444 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 18700 members 
Mstep: Class 11 contains 12696 members 
Mstep: Class 12 contains 14320 members 
Mstep: Class 13 contains 13567 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 18176 members 
Mstep: Class 16 contains 101038 members 
Mstep: Class 17 contains 8538 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 9028 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 3203 members 
Mstep: Class 22 contains 7498 members 
Mstep: Class 23 contains 5110 members 
Mstep: Class 24 contains 41471 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 2000 members 
Mstep: Class 27 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116932.000000 Penalty: 58543.109375
Iteration 66Q: 28 clusters Score -3.411693e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2866 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 249767 members 
Mstep: Class 5 contains 38606 members 
Mstep: Class 6 contains 3518 members 
Mstep: Class 7 contains 4986 members 
Mstep: Class 8 contains 18358 members 
Mstep: Class 9 contains 17378 members 
Mstep: Class 10 contains 18714 members 
Mstep: Class 11 contains 12730 members 
Mstep: Class 12 contains 14334 members 
Mstep: Class 13 contains 13573 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 15 contains 18158 members 
Mstep: Class 16 contains 101000 members 
Mstep: Class 17 contains 8545 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 9018 members 
Mstep: Class 20 contains 10488 members 
Mstep: Class 21 contains 3203 members 
Mstep: Class 22 contains 7495 members 
Mstep: Class 23 contains 5113 members 
Mstep: Class 24 contains 41483 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34116976.000000 Penalty: 58543.109375
Iteration 67Q: 28 clusters Score -3.411698e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 249750 members 
Mstep: Class 5 contains 38650 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 4984 members 
Mstep: Class 8 contains 18272 members 
Mstep: Class 9 contains 17351 members 
Mstep: Class 10 contains 18755 members 
Mstep: Class 11 contains 12763 members 
Mstep: Class 12 contains 14357 members 
Mstep: Class 13 contains 13577 members 
Mstep: Class 14 contains 5674 members 
Mstep: Class 15 contains 18139 members 
Mstep: Class 16 contains 100972 members 
Mstep: Class 17 contains 8553 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 9007 members 
Mstep: Class 20 contains 10501 members 
Mstep: Class 21 contains 3203 members 
Mstep: Class 22 contains 7496 members 
Mstep: Class 23 contains 5114 members 
Mstep: Class 24 contains 41489 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117020.000000 Penalty: 58543.109375
Iteration 68Q: 28 clusters Score -3.411702e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 249743 members 
Mstep: Class 5 contains 38706 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 18184 members 
Mstep: Class 9 contains 17331 members 
Mstep: Class 10 contains 18785 members 
Mstep: Class 11 contains 12788 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 13582 members 
Mstep: Class 14 contains 5715 members 
Mstep: Class 15 contains 18114 members 
Mstep: Class 16 contains 100952 members 
Mstep: Class 17 contains 8553 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 9006 members 
Mstep: Class 20 contains 10520 members 
Mstep: Class 21 contains 3203 members 
Mstep: Class 22 contains 7498 members 
Mstep: Class 23 contains 5117 members 
Mstep: Class 24 contains 41490 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1978 members 
Mstep: Class 27 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117036.000000 Penalty: 58543.109375
Iteration 69Q: 28 clusters Score -3.411704e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2869 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 249752 members 
Mstep: Class 5 contains 38752 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 18103 members 
Mstep: Class 9 contains 17290 members 
Mstep: Class 10 contains 18816 members 
Mstep: Class 11 contains 12814 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 13589 members 
Mstep: Class 14 contains 5745 members 
Mstep: Class 15 contains 18084 members 
Mstep: Class 16 contains 100927 members 
Mstep: Class 17 contains 8551 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 9002 members 
Mstep: Class 20 contains 10546 members 
Mstep: Class 21 contains 3205 members 
Mstep: Class 22 contains 7505 members 
Mstep: Class 23 contains 5137 members 
Mstep: Class 24 contains 41492 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117040.000000 Penalty: 58543.109375
Iteration 70Q: 28 clusters Score -3.411704e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 249750 members 
Mstep: Class 5 contains 38799 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 4941 members 
Mstep: Class 8 contains 18007 members 
Mstep: Class 9 contains 17229 members 
Mstep: Class 10 contains 18848 members 
Mstep: Class 11 contains 12840 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 13591 members 
Mstep: Class 14 contains 5785 members 
Mstep: Class 15 contains 18059 members 
Mstep: Class 16 contains 100917 members 
Mstep: Class 17 contains 8559 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 9008 members 
Mstep: Class 20 contains 10586 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7507 members 
Mstep: Class 23 contains 5162 members 
Mstep: Class 24 contains 41492 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 1970 members 
Mstep: Class 27 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117204.000000 Penalty: 58543.109375
Iteration 71Q: 28 clusters Score -3.41172e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 249748 members 
Mstep: Class 5 contains 38826 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17927 members 
Mstep: Class 9 contains 17210 members 
Mstep: Class 10 contains 18873 members 
Mstep: Class 11 contains 12874 members 
Mstep: Class 12 contains 14419 members 
Mstep: Class 13 contains 13595 members 
Mstep: Class 14 contains 5822 members 
Mstep: Class 15 contains 18042 members 
Mstep: Class 16 contains 100897 members 
Mstep: Class 17 contains 8553 members 
Mstep: Class 18 contains 1991 members 
Mstep: Class 19 contains 9009 members 
Mstep: Class 20 contains 10615 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7511 members 
Mstep: Class 23 contains 5194 members 
Mstep: Class 24 contains 41486 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117284.000000 Penalty: 58543.109375
Iteration 72Q: 28 clusters Score -3.411728e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 249733 members 
Mstep: Class 5 contains 38861 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 4916 members 
Mstep: Class 8 contains 17846 members 
Mstep: Class 9 contains 17176 members 
Mstep: Class 10 contains 18895 members 
Mstep: Class 11 contains 12903 members 
Mstep: Class 12 contains 14438 members 
Mstep: Class 13 contains 13601 members 
Mstep: Class 14 contains 5859 members 
Mstep: Class 15 contains 18006 members 
Mstep: Class 16 contains 100872 members 
Mstep: Class 17 contains 8551 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 9028 members 
Mstep: Class 20 contains 10645 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7514 members 
Mstep: Class 23 contains 5234 members 
Mstep: Class 24 contains 41489 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1961 members 
Mstep: Class 27 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117484.000000 Penalty: 58543.109375
Iteration 73Q: 28 clusters Score -3.411748e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 249710 members 
Mstep: Class 5 contains 38888 members 
Mstep: Class 6 contains 3411 members 
Mstep: Class 7 contains 4924 members 
Mstep: Class 8 contains 17772 members 
Mstep: Class 9 contains 17149 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 12952 members 
Mstep: Class 12 contains 14453 members 
Mstep: Class 13 contains 13607 members 
Mstep: Class 14 contains 5894 members 
Mstep: Class 15 contains 17973 members 
Mstep: Class 16 contains 100829 members 
Mstep: Class 17 contains 8549 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 9057 members 
Mstep: Class 20 contains 10675 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 5278 members 
Mstep: Class 24 contains 41493 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1958 members 
Mstep: Class 27 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117700.000000 Penalty: 58543.109375
Iteration 74Q: 28 clusters Score -3.41177e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 249674 members 
Mstep: Class 5 contains 38920 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 4904 members 
Mstep: Class 8 contains 17701 members 
Mstep: Class 9 contains 17129 members 
Mstep: Class 10 contains 18896 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 14479 members 
Mstep: Class 13 contains 13612 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 17946 members 
Mstep: Class 16 contains 100790 members 
Mstep: Class 17 contains 8563 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 9076 members 
Mstep: Class 20 contains 10714 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 5322 members 
Mstep: Class 24 contains 41506 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34117836.000000 Penalty: 58543.109375
Iteration 75Q: 28 clusters Score -3.411784e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 249637 members 
Mstep: Class 5 contains 38939 members 
Mstep: Class 6 contains 3381 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 17630 members 
Mstep: Class 9 contains 17123 members 
Mstep: Class 10 contains 18909 members 
Mstep: Class 11 contains 13059 members 
Mstep: Class 12 contains 14498 members 
Mstep: Class 13 contains 13618 members 
Mstep: Class 14 contains 5912 members 
Mstep: Class 15 contains 17912 members 
Mstep: Class 16 contains 100723 members 
Mstep: Class 17 contains 8585 members 
Mstep: Class 18 contains 1972 members 
Mstep: Class 19 contains 9108 members 
Mstep: Class 20 contains 10750 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 5365 members 
Mstep: Class 24 contains 41522 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1950 members 
Mstep: Class 27 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34118076.000000 Penalty: 58543.109375
Iteration 76Q: 28 clusters Score -3.411808e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 249615 members 
Mstep: Class 5 contains 38958 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 17544 members 
Mstep: Class 9 contains 17113 members 
Mstep: Class 10 contains 18881 members 
Mstep: Class 11 contains 13126 members 
Mstep: Class 12 contains 14520 members 
Mstep: Class 13 contains 13629 members 
Mstep: Class 14 contains 5911 members 
Mstep: Class 15 contains 17883 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 8614 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 9134 members 
Mstep: Class 20 contains 10784 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7523 members 
Mstep: Class 23 contains 5410 members 
Mstep: Class 24 contains 41526 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1948 members 
Mstep: Class 27 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34118372.000000 Penalty: 58543.109375
Iteration 77Q: 28 clusters Score -3.411837e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2834 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 249586 members 
Mstep: Class 5 contains 38986 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 4956 members 
Mstep: Class 8 contains 17451 members 
Mstep: Class 9 contains 17103 members 
Mstep: Class 10 contains 18838 members 
Mstep: Class 11 contains 13173 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 13633 members 
Mstep: Class 14 contains 5906 members 
Mstep: Class 15 contains 17863 members 
Mstep: Class 16 contains 100569 members 
Mstep: Class 17 contains 8644 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 9163 members 
Mstep: Class 20 contains 10809 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7526 members 
Mstep: Class 23 contains 5447 members 
Mstep: Class 24 contains 41546 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1946 members 
Mstep: Class 27 contains 2785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34118532.000000 Penalty: 58543.109375
Iteration 78Q: 28 clusters Score -3.411853e+07 nChanged 910
Entering ConstructFrom: 
Score: -34118532.000000 Penalty: 58543.109375
Entering ConstructFrom: 
Trying to split cluster 1 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -325157.312500 Penalty: 1404.678955
	Iteration 0F: 2 clusters Score -325157.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -320802.406250 Penalty: 2809.357910
	Iteration 0F: 3 clusters Score -320802.4 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -322059.093750 Penalty: 2809.357910
	Iteration 1F: 3 clusters Score -322059.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -322269.750000 Penalty: 2809.357910
	Iteration 2F: 3 clusters Score -322269.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -322423.250000 Penalty: 2809.357910
	Iteration 3F: 3 clusters Score -322423.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -322588.062500 Penalty: 2809.357910
	Iteration 4Q: 3 clusters Score -322588.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -322742.781250 Penalty: 2809.357910
	Iteration 5Q: 3 clusters Score -322742.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -322940.625000 Penalty: 2809.357910
	Iteration 6Q: 3 clusters Score -322940.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -323128.593750 Penalty: 2809.357910
	Iteration 7Q: 3 clusters Score -323128.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -323325.562500 Penalty: 2809.357910
	Iteration 8Q: 3 clusters Score -323325.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -323518.125000 Penalty: 2809.357910
	Iteration 9Q: 3 clusters Score -323518.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -323730.625000 Penalty: 2809.357910
	Iteration 10Q: 3 clusters Score -323730.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -323940.062500 Penalty: 2809.357910
	Iteration 11Q: 3 clusters Score -323940.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -324098.968750 Penalty: 2809.357910
	Iteration 12Q: 3 clusters Score -324099 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -324211.468750 Penalty: 2809.357910
	Iteration 13Q: 3 clusters Score -324211.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -324284.187500 Penalty: 2809.357910
	Iteration 14Q: 3 clusters Score -324284.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -324342.656250 Penalty: 2809.357910
	Iteration 15Q: 3 clusters Score -324342.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -324398.250000 Penalty: 2809.357910
	Iteration 16Q: 3 clusters Score -324398.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -324444.937500 Penalty: 2809.357910
	Iteration 17Q: 3 clusters Score -324444.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -324475.500000 Penalty: 2809.357910
	Iteration 18Q: 3 clusters Score -324475.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -324498.812500 Penalty: 2809.357910
	Iteration 19Q: 3 clusters Score -324498.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -324512.593750 Penalty: 2809.357910
	Iteration 20F: 3 clusters Score -324512.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -324521.062500 Penalty: 2809.357910
	Iteration 21Q: 3 clusters Score -324521.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -324531.625000 Penalty: 2809.357910
	Iteration 22Q: 3 clusters Score -324531.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -324539.875000 Penalty: 2809.357910
	Iteration 23Q: 3 clusters Score -324539.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -324546.937500 Penalty: 2809.357910
	Iteration 24Q: 3 clusters Score -324546.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -324557.812500 Penalty: 2809.357910
	Iteration 25Q: 3 clusters Score -324557.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -324568.218750 Penalty: 2809.357910
	Iteration 26Q: 3 clusters Score -324568.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -324579.687500 Penalty: 2809.357910
	Iteration 27Q: 3 clusters Score -324579.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -324590.687500 Penalty: 2809.357910
	Iteration 28Q: 3 clusters Score -324590.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -324599.750000 Penalty: 2809.357910
	Iteration 29Q: 3 clusters Score -324599.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -324613.781250 Penalty: 2809.357910
	Iteration 30Q: 3 clusters Score -324613.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -324627.906250 Penalty: 2809.357910
	Iteration 31Q: 3 clusters Score -324627.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -324641.375000 Penalty: 2809.357910
	Iteration 32Q: 3 clusters Score -324641.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -324650.187500 Penalty: 2809.357910
	Iteration 33Q: 3 clusters Score -324650.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -324657.343750 Penalty: 2809.357910
	Iteration 34Q: 3 clusters Score -324657.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -324661.906250 Penalty: 2809.357910
	Iteration 35Q: 3 clusters Score -324661.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -324665.843750 Penalty: 2809.357910
	Iteration 36Q: 3 clusters Score -324665.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -324667.093750 Penalty: 2809.357910
	Iteration 37Q: 3 clusters Score -324667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -324669.000000 Penalty: 2809.357910
	Iteration 38Q: 3 clusters Score -324669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -324673.593750 Penalty: 2809.357910
	Iteration 39Q: 3 clusters Score -324673.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -324677.093750 Penalty: 2809.357910
	Iteration 40F: 3 clusters Score -324677.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -324683.156250 Penalty: 2809.357910
	Iteration 41Q: 3 clusters Score -324683.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -324691.718750 Penalty: 2809.357910
	Iteration 42Q: 3 clusters Score -324691.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -324695.843750 Penalty: 2809.357910
	Iteration 43Q: 3 clusters Score -324695.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -324699.906250 Penalty: 2809.357910
	Iteration 44Q: 3 clusters Score -324699.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -324703.062500 Penalty: 2809.357910
	Iteration 45Q: 3 clusters Score -324703.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -324706.281250 Penalty: 2809.357910
	Iteration 46Q: 3 clusters Score -324706.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -324710.437500 Penalty: 2809.357910
	Iteration 47Q: 3 clusters Score -324710.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -324714.281250 Penalty: 2809.357910
	Iteration 48Q: 3 clusters Score -324714.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -324721.312500 Penalty: 2809.357910
	Iteration 49Q: 3 clusters Score -324721.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -324724.593750 Penalty: 2809.357910
	Iteration 50Q: 3 clusters Score -324724.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -324727.875000 Penalty: 2809.357910
	Iteration 51Q: 3 clusters Score -324727.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -324730.125000 Penalty: 2809.357910
	Iteration 52Q: 3 clusters Score -324730.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -324730.656250 Penalty: 2809.357910
	Iteration 53Q: 3 clusters Score -324730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -324732.000000 Penalty: 2809.357910
	Iteration 54Q: 3 clusters Score -324732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -324732.625000 Penalty: 2809.357910
	Iteration 55Q: 3 clusters Score -324732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -324733.906250 Penalty: 2809.357910
	Iteration 56Q: 3 clusters Score -324733.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -324735.250000 Penalty: 2809.357910
	Iteration 57Q: 3 clusters Score -324735.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -324736.312500 Penalty: 2809.357910
	Iteration 58Q: 3 clusters Score -324736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -324738.343750 Penalty: 2809.357910
	Iteration 59Q: 3 clusters Score -324738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -324739.312500 Penalty: 2809.357910
	Iteration 60F: 3 clusters Score -324739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -324739.562500 Penalty: 2809.357910
	Iteration 61Q: 3 clusters Score -324739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -324740.156250 Penalty: 2809.357910
	Iteration 62Q: 3 clusters Score -324740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -324740.937500 Penalty: 2809.357910
	Iteration 63Q: 3 clusters Score -324740.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -324740.937500 Penalty: 2809.357910
	Iteration 64F: 3 clusters Score -324740.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -154262.421875 Penalty: 1291.727417
	Iteration 0F: 2 clusters Score -154262.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -151634.812500 Penalty: 2583.454834
	Iteration 0F: 3 clusters Score -151634.8 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -152269.140625 Penalty: 2583.454834
	Iteration 1F: 3 clusters Score -152269.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -152463.187500 Penalty: 2583.454834
	Iteration 2F: 3 clusters Score -152463.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -152608.234375 Penalty: 2583.454834
	Iteration 3F: 3 clusters Score -152608.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -152733.734375 Penalty: 2583.454834
	Iteration 4Q: 3 clusters Score -152733.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -152832.546875 Penalty: 2583.454834
	Iteration 5Q: 3 clusters Score -152832.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -152925.406250 Penalty: 2583.454834
	Iteration 6Q: 3 clusters Score -152925.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -153043.281250 Penalty: 2583.454834
	Iteration 7Q: 3 clusters Score -153043.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -153140.500000 Penalty: 2583.454834
	Iteration 8Q: 3 clusters Score -153140.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -153234.312500 Penalty: 2583.454834
	Iteration 9Q: 3 clusters Score -153234.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -153327.687500 Penalty: 2583.454834
	Iteration 10Q: 3 clusters Score -153327.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -153420.406250 Penalty: 2583.454834
	Iteration 11Q: 3 clusters Score -153420.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -153547.453125 Penalty: 2583.454834
	Iteration 12Q: 3 clusters Score -153547.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -153702.000000 Penalty: 2583.454834
	Iteration 13Q: 3 clusters Score -153702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -153836.531250 Penalty: 2583.454834
	Iteration 14Q: 3 clusters Score -153836.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -153942.656250 Penalty: 2583.454834
	Iteration 15Q: 3 clusters Score -153942.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -154028.468750 Penalty: 2583.454834
	Iteration 16Q: 3 clusters Score -154028.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -154099.937500 Penalty: 2583.454834
	Iteration 17Q: 3 clusters Score -154099.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -154145.062500 Penalty: 2583.454834
	Iteration 18Q: 3 clusters Score -154145.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -154170.109375 Penalty: 2583.454834
	Iteration 19Q: 3 clusters Score -154170.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -154188.390625 Penalty: 2583.454834
	Iteration 20F: 3 clusters Score -154188.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -154197.640625 Penalty: 2583.454834
	Iteration 21Q: 3 clusters Score -154197.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -154200.765625 Penalty: 2583.454834
	Iteration 22Q: 3 clusters Score -154200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -154203.359375 Penalty: 2583.454834
	Iteration 23Q: 3 clusters Score -154203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -154206.437500 Penalty: 2583.454834
	Iteration 24Q: 3 clusters Score -154206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -154206.765625 Penalty: 2583.454834
	Iteration 25Q: 3 clusters Score -154206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -154207.453125 Penalty: 2583.454834
	Iteration 26Q: 3 clusters Score -154207.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -154208.250000 Penalty: 2583.454834
	Iteration 27Q: 3 clusters Score -154208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -154210.546875 Penalty: 2583.454834
	Iteration 28Q: 3 clusters Score -154210.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -154214.468750 Penalty: 2583.454834
	Iteration 29Q: 3 clusters Score -154214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -154218.765625 Penalty: 2583.454834
	Iteration 30Q: 3 clusters Score -154218.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -154223.718750 Penalty: 2583.454834
	Iteration 31Q: 3 clusters Score -154223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -154227.750000 Penalty: 2583.454834
	Iteration 32Q: 3 clusters Score -154227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -154231.437500 Penalty: 2583.454834
	Iteration 33Q: 3 clusters Score -154231.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -154239.500000 Penalty: 2583.454834
	Iteration 34Q: 3 clusters Score -154239.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -154247.625000 Penalty: 2583.454834
	Iteration 35Q: 3 clusters Score -154247.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -154253.687500 Penalty: 2583.454834
	Iteration 36Q: 3 clusters Score -154253.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -154261.859375 Penalty: 2583.454834
	Iteration 37Q: 3 clusters Score -154261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -154264.000000 Penalty: 2583.454834
	Iteration 38Q: 3 clusters Score -154264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -154267.687500 Penalty: 2583.454834
	Iteration 39Q: 3 clusters Score -154267.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -154271.843750 Penalty: 2583.454834
	Iteration 40F: 3 clusters Score -154271.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -154277.140625 Penalty: 2583.454834
	Iteration 41Q: 3 clusters Score -154277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -154280.734375 Penalty: 2583.454834
	Iteration 42Q: 3 clusters Score -154280.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -154283.765625 Penalty: 2583.454834
	Iteration 43Q: 3 clusters Score -154283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -154287.828125 Penalty: 2583.454834
	Iteration 44Q: 3 clusters Score -154287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -154290.562500 Penalty: 2583.454834
	Iteration 45Q: 3 clusters Score -154290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -154290.562500 Penalty: 2583.454834
	Iteration 46F: 3 clusters Score -154290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 249556 members 
Mstep: Class 5 contains 39018 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 17357 members 
Mstep: Class 9 contains 17098 members 
Mstep: Class 10 contains 18788 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 14558 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 5895 members 
Mstep: Class 15 contains 17850 members 
Mstep: Class 16 contains 100512 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 5487 members 
Mstep: Class 24 contains 41553 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1940 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 1163 members 
Entering Unmasked Estep 
Score: -34117876.000000 Penalty: 60711.371094
Splitting cluster 2 changes total score from -34118532.000000 to -34117876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -99312.406250 Penalty: 1219.553101
	Iteration 0F: 2 clusters Score -99312.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -97309.648438 Penalty: 2439.106201
	Iteration 0F: 3 clusters Score -97309.65 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -97719.234375 Penalty: 2439.106201
	Iteration 1F: 3 clusters Score -97719.23 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -97816.007812 Penalty: 2439.106201
	Iteration 2F: 3 clusters Score -97816.01 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -97886.242188 Penalty: 2439.106201
	Iteration 3Q: 3 clusters Score -97886.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -97937.257812 Penalty: 2439.106201
	Iteration 4Q: 3 clusters Score -97937.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -97970.156250 Penalty: 2439.106201
	Iteration 5Q: 3 clusters Score -97970.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -97989.796875 Penalty: 2439.106201
	Iteration 6Q: 3 clusters Score -97989.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -98002.984375 Penalty: 2439.106201
	Iteration 7Q: 3 clusters Score -98002.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -98016.148438 Penalty: 2439.106201
	Iteration 8Q: 3 clusters Score -98016.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -98032.359375 Penalty: 2439.106201
	Iteration 9Q: 3 clusters Score -98032.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -98041.945312 Penalty: 2439.106201
	Iteration 10Q: 3 clusters Score -98041.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -98051.914062 Penalty: 2439.106201
	Iteration 11Q: 3 clusters Score -98051.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -98055.070312 Penalty: 2439.106201
	Iteration 12Q: 3 clusters Score -98055.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -98060.843750 Penalty: 2439.106201
	Iteration 13Q: 3 clusters Score -98060.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -98072.156250 Penalty: 2439.106201
	Iteration 14Q: 3 clusters Score -98072.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -98077.765625 Penalty: 2439.106201
	Iteration 15Q: 3 clusters Score -98077.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -98085.562500 Penalty: 2439.106201
	Iteration 16Q: 3 clusters Score -98085.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -98091.632812 Penalty: 2439.106201
	Iteration 17Q: 3 clusters Score -98091.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -98094.968750 Penalty: 2439.106201
	Iteration 18Q: 3 clusters Score -98094.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -98096.484375 Penalty: 2439.106201
	Iteration 19Q: 3 clusters Score -98096.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -98098.101562 Penalty: 2439.106201
	Iteration 20F: 3 clusters Score -98098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -98100.101562 Penalty: 2439.106201
	Iteration 21Q: 3 clusters Score -98100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -98102.039062 Penalty: 2439.106201
	Iteration 22Q: 3 clusters Score -98102.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -98104.429688 Penalty: 2439.106201
	Iteration 23Q: 3 clusters Score -98104.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -98105.828125 Penalty: 2439.106201
	Iteration 24Q: 3 clusters Score -98105.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -98112.757812 Penalty: 2439.106201
	Iteration 25Q: 3 clusters Score -98112.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -98118.679688 Penalty: 2439.106201
	Iteration 26Q: 3 clusters Score -98118.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -98122.687500 Penalty: 2439.106201
	Iteration 27Q: 3 clusters Score -98122.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -98125.273438 Penalty: 2439.106201
	Iteration 28Q: 3 clusters Score -98125.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -98128.062500 Penalty: 2439.106201
	Iteration 29Q: 3 clusters Score -98128.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -98131.132812 Penalty: 2439.106201
	Iteration 30Q: 3 clusters Score -98131.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -98135.453125 Penalty: 2439.106201
	Iteration 31Q: 3 clusters Score -98135.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -98136.945312 Penalty: 2439.106201
	Iteration 32Q: 3 clusters Score -98136.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -98138.562500 Penalty: 2439.106201
	Iteration 33Q: 3 clusters Score -98138.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -98140.062500 Penalty: 2439.106201
	Iteration 34Q: 3 clusters Score -98140.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -98141.914062 Penalty: 2439.106201
	Iteration 35Q: 3 clusters Score -98141.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -98142.671875 Penalty: 2439.106201
	Iteration 36Q: 3 clusters Score -98142.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -98142.671875 Penalty: 2439.106201
	Iteration 37F: 3 clusters Score -98142.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (249556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249556 members 
Entering Unmasked Estep 
Score: -14535553.000000 Penalty: 2019.458740
	Iteration 0F: 2 clusters Score -1.453555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124467 members 
Mstep: Class 2 contains 125089 members 
Entering Unmasked Estep 
Score: -14367431.000000 Penalty: 4038.917480
	Iteration 0F: 3 clusters Score -1.436743e+07 nChanged 121117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118170 members 
Mstep: Class 2 contains 131386 members 
Entering Unmasked Estep 
Score: -14442313.000000 Penalty: 4038.917480
	Iteration 1F: 3 clusters Score -1.444231e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114764 members 
Mstep: Class 2 contains 134792 members 
Entering Unmasked Estep 
Score: -14445999.000000 Penalty: 4038.917480
	Iteration 2Q: 3 clusters Score -1.4446e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -14451806.000000 Penalty: 4038.917480
	Iteration 3Q: 3 clusters Score -1.445181e+07 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105006 members 
Mstep: Class 2 contains 144550 members 
Entering Unmasked Estep 
Score: -14461073.000000 Penalty: 4038.917480
	Iteration 4F: 3 clusters Score -1.446107e+07 nChanged 16642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99486 members 
Mstep: Class 2 contains 150070 members 
Entering Unmasked Estep 
Score: -14473682.000000 Penalty: 4038.917480
	Iteration 5F: 3 clusters Score -1.447368e+07 nChanged 17393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 154765 members 
Entering Unmasked Estep 
Score: -14487575.000000 Penalty: 4038.917480
	Iteration 6F: 3 clusters Score -1.448758e+07 nChanged 16167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 158564 members 
Entering Unmasked Estep 
Score: -14501161.000000 Penalty: 4038.917480
	Iteration 7F: 3 clusters Score -1.450116e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 161848 members 
Entering Unmasked Estep 
Score: -14513892.000000 Penalty: 4038.917480
	Iteration 8F: 3 clusters Score -1.451389e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 163955 members 
Entering Unmasked Estep 
Score: -14526758.000000 Penalty: 4038.917480
	Iteration 9Q: 3 clusters Score -1.452676e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 163964 members 
Entering Unmasked Estep 
Score: -14536032.000000 Penalty: 4038.917480
	Iteration 10Q: 3 clusters Score -1.453603e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 162138 members 
Entering Unmasked Estep 
Score: -14541530.000000 Penalty: 4038.917480
	Iteration 11Q: 3 clusters Score -1.454153e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -14544823.000000 Penalty: 4038.917480
	Iteration 12Q: 3 clusters Score -1.454482e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Mstep: Class 2 contains 156049 members 
Entering Unmasked Estep 
Score: -14547292.000000 Penalty: 4038.917480
	Iteration 13Q: 3 clusters Score -1.454729e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96530 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -14548799.000000 Penalty: 4038.917480
	Iteration 14Q: 3 clusters Score -1.45488e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99249 members 
Mstep: Class 2 contains 150307 members 
Entering Unmasked Estep 
Score: -14549852.000000 Penalty: 4038.917480
	Iteration 15Q: 3 clusters Score -1.454985e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 147957 members 
Entering Unmasked Estep 
Score: -14550532.000000 Penalty: 4038.917480
	Iteration 16Q: 3 clusters Score -1.455053e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 146006 members 
Entering Unmasked Estep 
Score: -14551056.000000 Penalty: 4038.917480
	Iteration 17Q: 3 clusters Score -1.455106e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 144373 members 
Entering Unmasked Estep 
Score: -14551401.000000 Penalty: 4038.917480
	Iteration 18Q: 3 clusters Score -1.45514e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 143074 members 
Entering Unmasked Estep 
Score: -14551582.000000 Penalty: 4038.917480
	Iteration 19Q: 3 clusters Score -1.455158e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -14551699.000000 Penalty: 4038.917480
	Iteration 20F: 3 clusters Score -1.45517e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108205 members 
Mstep: Class 2 contains 141351 members 
Entering Unmasked Estep 
Score: -14551737.000000 Penalty: 4038.917480
	Iteration 21Q: 3 clusters Score -1.455174e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 140755 members 
Entering Unmasked Estep 
Score: -14551778.000000 Penalty: 4038.917480
	Iteration 22Q: 3 clusters Score -1.455178e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 140304 members 
Entering Unmasked Estep 
Score: -14551769.000000 Penalty: 4038.917480
	Iteration 23Q: 3 clusters Score -1.455177e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 139957 members 
Entering Unmasked Estep 
Score: -14551772.000000 Penalty: 4038.917480
	Iteration 24Q: 3 clusters Score -1.455177e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 139668 members 
Entering Unmasked Estep 
Score: -14551825.000000 Penalty: 4038.917480
	Iteration 25Q: 3 clusters Score -1.455182e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110126 members 
Mstep: Class 2 contains 139430 members 
Entering Unmasked Estep 
Score: -14551804.000000 Penalty: 4038.917480
	Iteration 26Q: 3 clusters Score -1.45518e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 139240 members 
Entering Unmasked Estep 
Score: -14551831.000000 Penalty: 4038.917480
	Iteration 27Q: 3 clusters Score -1.455183e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110466 members 
Mstep: Class 2 contains 139090 members 
Entering Unmasked Estep 
Score: -14551842.000000 Penalty: 4038.917480
	Iteration 28Q: 3 clusters Score -1.455184e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 139003 members 
Entering Unmasked Estep 
Score: -14551834.000000 Penalty: 4038.917480
	Iteration 29Q: 3 clusters Score -1.455183e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110610 members 
Mstep: Class 2 contains 138946 members 
Entering Unmasked Estep 
Score: -14551826.000000 Penalty: 4038.917480
	Iteration 30Q: 3 clusters Score -1.455183e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 138893 members 
Entering Unmasked Estep 
Score: -14551831.000000 Penalty: 4038.917480
	Iteration 31Q: 3 clusters Score -1.455183e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 138831 members 
Entering Unmasked Estep 
Score: -14551839.000000 Penalty: 4038.917480
	Iteration 32Q: 3 clusters Score -1.455184e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110770 members 
Mstep: Class 2 contains 138786 members 
Entering Unmasked Estep 
Score: -14551833.000000 Penalty: 4038.917480
	Iteration 33Q: 3 clusters Score -1.455183e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110804 members 
Mstep: Class 2 contains 138752 members 
Entering Unmasked Estep 
Score: -14551838.000000 Penalty: 4038.917480
	Iteration 34Q: 3 clusters Score -1.455184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110828 members 
Mstep: Class 2 contains 138728 members 
Entering Unmasked Estep 
Score: -14551828.000000 Penalty: 4038.917480
	Iteration 35Q: 3 clusters Score -1.455183e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110847 members 
Mstep: Class 2 contains 138709 members 
Entering Unmasked Estep 
Score: -14551840.000000 Penalty: 4038.917480
	Iteration 36Q: 3 clusters Score -1.455184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 138692 members 
Entering Unmasked Estep 
Score: -14551838.000000 Penalty: 4038.917480
	Iteration 37Q: 3 clusters Score -1.455184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 138678 members 
Entering Unmasked Estep 
Score: -14551835.000000 Penalty: 4038.917480
	Iteration 38Q: 3 clusters Score -1.455184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110893 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -14551838.000000 Penalty: 4038.917480
	Iteration 39Q: 3 clusters Score -1.455184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 138651 members 
Entering Unmasked Estep 
Score: -14551828.000000 Penalty: 4038.917480
	Iteration 40F: 3 clusters Score -1.455183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 138641 members 
Entering Unmasked Estep 
Score: -14551833.000000 Penalty: 4038.917480
	Iteration 41Q: 3 clusters Score -1.455183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 138632 members 
Entering Unmasked Estep 
Score: -14551837.000000 Penalty: 4038.917480
	Iteration 42Q: 3 clusters Score -1.455184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 138622 members 
Entering Unmasked Estep 
Score: -14551842.000000 Penalty: 4038.917480
	Iteration 43Q: 3 clusters Score -1.455184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 138613 members 
Entering Unmasked Estep 
Score: -14551838.000000 Penalty: 4038.917480
	Iteration 44Q: 3 clusters Score -1.455184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 138606 members 
Entering Unmasked Estep 
Score: -14551838.000000 Penalty: 4038.917480
	Iteration 45Q: 3 clusters Score -1.455184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110958 members 
Mstep: Class 2 contains 138598 members 
Entering Unmasked Estep 
Score: -14551846.000000 Penalty: 4038.917480
	Iteration 46Q: 3 clusters Score -1.455185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110962 members 
Mstep: Class 2 contains 138594 members 
Entering Unmasked Estep 
Score: -14551845.000000 Penalty: 4038.917480
	Iteration 47Q: 3 clusters Score -1.455184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110966 members 
Mstep: Class 2 contains 138590 members 
Entering Unmasked Estep 
Score: -14551841.000000 Penalty: 4038.917480
	Iteration 48Q: 3 clusters Score -1.455184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 138585 members 
Entering Unmasked Estep 
Score: -14551849.000000 Penalty: 4038.917480
	Iteration 49Q: 3 clusters Score -1.455185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 138581 members 
Entering Unmasked Estep 
Score: -14551843.000000 Penalty: 4038.917480
	Iteration 50Q: 3 clusters Score -1.455184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 138580 members 
Entering Unmasked Estep 
Score: -14551846.000000 Penalty: 4038.917480
	Iteration 51Q: 3 clusters Score -1.455185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 138580 members 
Entering Unmasked Estep 
Score: -14551846.000000 Penalty: 4038.917480
	Iteration 52F: 3 clusters Score -1.455185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 110976 members 
Mstep: Class 5 contains 39018 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 17357 members 
Mstep: Class 9 contains 17098 members 
Mstep: Class 10 contains 18788 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 14558 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 5895 members 
Mstep: Class 15 contains 17850 members 
Mstep: Class 16 contains 100512 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 5487 members 
Mstep: Class 24 contains 41553 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1940 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 138580 members 
Entering Unmasked Estep 
Score: -34134808.000000 Penalty: 60711.371094
Splitting cluster 4 changes total score from -34118532.000000 to -34134808.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 5 (39018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Entering Unmasked Estep 
Score: -2270036.250000 Penalty: 1717.913940
	Iteration 0F: 2 clusters Score -2270036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2243923.000000 Penalty: 3435.827881
	Iteration 0F: 3 clusters Score -2243923 nChanged 18200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2254548.500000 Penalty: 3435.827881
	Iteration 1F: 3 clusters Score -2254548 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2255266.500000 Penalty: 3435.827881
	Iteration 2Q: 3 clusters Score -2255266 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2256101.000000 Penalty: 3435.827881
	Iteration 3Q: 3 clusters Score -2256101 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2257136.500000 Penalty: 3435.827881
	Iteration 4F: 3 clusters Score -2257136 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2258305.750000 Penalty: 3435.827881
	Iteration 5F: 3 clusters Score -2258306 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2259547.500000 Penalty: 3435.827881
	Iteration 6F: 3 clusters Score -2259548 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2260735.750000 Penalty: 3435.827881
	Iteration 7F: 3 clusters Score -2260736 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2261711.000000 Penalty: 3435.827881
	Iteration 8F: 3 clusters Score -2261711 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2262297.250000 Penalty: 3435.827881
	Iteration 9Q: 3 clusters Score -2262297 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2262632.250000 Penalty: 3435.827881
	Iteration 10Q: 3 clusters Score -2262632 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2262833.000000 Penalty: 3435.827881
	Iteration 11Q: 3 clusters Score -2262833 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2262986.000000 Penalty: 3435.827881
	Iteration 12Q: 3 clusters Score -2262986 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2263115.500000 Penalty: 3435.827881
	Iteration 13Q: 3 clusters Score -2263116 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2263239.000000 Penalty: 3435.827881
	Iteration 14Q: 3 clusters Score -2263239 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2263344.000000 Penalty: 3435.827881
	Iteration 15Q: 3 clusters Score -2263344 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2263475.000000 Penalty: 3435.827881
	Iteration 16Q: 3 clusters Score -2263475 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2263654.750000 Penalty: 3435.827881
	Iteration 17Q: 3 clusters Score -2263655 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2263837.000000 Penalty: 3435.827881
	Iteration 18Q: 3 clusters Score -2263837 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2264065.500000 Penalty: 3435.827881
	Iteration 19Q: 3 clusters Score -2264066 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2264327.750000 Penalty: 3435.827881
	Iteration 20F: 3 clusters Score -2264328 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2264691.250000 Penalty: 3435.827881
	Iteration 21Q: 3 clusters Score -2264691 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2265060.750000 Penalty: 3435.827881
	Iteration 22Q: 3 clusters Score -2265061 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2265516.250000 Penalty: 3435.827881
	Iteration 23Q: 3 clusters Score -2265516 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2266045.500000 Penalty: 3435.827881
	Iteration 24Q: 3 clusters Score -2266046 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2266579.500000 Penalty: 3435.827881
	Iteration 25Q: 3 clusters Score -2266580 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2267158.750000 Penalty: 3435.827881
	Iteration 26Q: 3 clusters Score -2267159 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2267622.500000 Penalty: 3435.827881
	Iteration 27Q: 3 clusters Score -2267622 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2267958.750000 Penalty: 3435.827881
	Iteration 28Q: 3 clusters Score -2267959 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2268203.250000 Penalty: 3435.827881
	Iteration 29Q: 3 clusters Score -2268203 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2268384.250000 Penalty: 3435.827881
	Iteration 30Q: 3 clusters Score -2268384 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2268495.250000 Penalty: 3435.827881
	Iteration 31Q: 3 clusters Score -2268495 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2268563.000000 Penalty: 3435.827881
	Iteration 32Q: 3 clusters Score -2268563 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2268596.250000 Penalty: 3435.827881
	Iteration 33Q: 3 clusters Score -2268596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2268620.250000 Penalty: 3435.827881
	Iteration 34Q: 3 clusters Score -2268620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2268652.500000 Penalty: 3435.827881
	Iteration 35Q: 3 clusters Score -2268652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2268670.500000 Penalty: 3435.827881
	Iteration 36Q: 3 clusters Score -2268670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2268686.750000 Penalty: 3435.827881
	Iteration 37Q: 3 clusters Score -2268687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2268711.250000 Penalty: 3435.827881
	Iteration 38Q: 3 clusters Score -2268711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2268730.000000 Penalty: 3435.827881
	Iteration 39Q: 3 clusters Score -2268730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2268732.500000 Penalty: 3435.827881
	Iteration 40F: 3 clusters Score -2268732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2268736.500000 Penalty: 3435.827881
	Iteration 41Q: 3 clusters Score -2268736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2268741.250000 Penalty: 3435.827881
	Iteration 42Q: 3 clusters Score -2268741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2268747.000000 Penalty: 3435.827881
	Iteration 43Q: 3 clusters Score -2268747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2268752.500000 Penalty: 3435.827881
	Iteration 44Q: 3 clusters Score -2268752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2268759.750000 Penalty: 3435.827881
	Iteration 45Q: 3 clusters Score -2268760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2268769.250000 Penalty: 3435.827881
	Iteration 46Q: 3 clusters Score -2268769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2268782.750000 Penalty: 3435.827881
	Iteration 47Q: 3 clusters Score -2268783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2268793.500000 Penalty: 3435.827881
	Iteration 48Q: 3 clusters Score -2268794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2268819.000000 Penalty: 3435.827881
	Iteration 49Q: 3 clusters Score -2268819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2268841.250000 Penalty: 3435.827881
	Iteration 50Q: 3 clusters Score -2268841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2268853.750000 Penalty: 3435.827881
	Iteration 51Q: 3 clusters Score -2268854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2268860.250000 Penalty: 3435.827881
	Iteration 52Q: 3 clusters Score -2268860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2268873.500000 Penalty: 3435.827881
	Iteration 53Q: 3 clusters Score -2268874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2268881.500000 Penalty: 3435.827881
	Iteration 54Q: 3 clusters Score -2268882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2268889.000000 Penalty: 3435.827881
	Iteration 55Q: 3 clusters Score -2268889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2268891.500000 Penalty: 3435.827881
	Iteration 56Q: 3 clusters Score -2268892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2268896.500000 Penalty: 3435.827881
	Iteration 57Q: 3 clusters Score -2268896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2268900.250000 Penalty: 3435.827881
	Iteration 58Q: 3 clusters Score -2268900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2268906.750000 Penalty: 3435.827881
	Iteration 59Q: 3 clusters Score -2268907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2268907.500000 Penalty: 3435.827881
	Iteration 60F: 3 clusters Score -2268908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2268905.750000 Penalty: 3435.827881
	Iteration 61Q: 3 clusters Score -2268906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2268905.750000 Penalty: 3435.827881
	Iteration 62F: 3 clusters Score -2268906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -146691.187500 Penalty: 1317.553345
	Iteration 0F: 2 clusters Score -146691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -143749.687500 Penalty: 2635.106689
	Iteration 0F: 3 clusters Score -143749.7 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -144645.515625 Penalty: 2635.106689
	Iteration 1F: 3 clusters Score -144645.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -144857.515625 Penalty: 2635.106689
	Iteration 2F: 3 clusters Score -144857.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -145008.953125 Penalty: 2635.106689
	Iteration 3F: 3 clusters Score -145009 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -145166.671875 Penalty: 2635.106689
	Iteration 4F: 3 clusters Score -145166.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -145304.656250 Penalty: 2635.106689
	Iteration 5F: 3 clusters Score -145304.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -145401.265625 Penalty: 2635.106689
	Iteration 6Q: 3 clusters Score -145401.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -145517.750000 Penalty: 2635.106689
	Iteration 7Q: 3 clusters Score -145517.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -145667.000000 Penalty: 2635.106689
	Iteration 8Q: 3 clusters Score -145667 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -145816.953125 Penalty: 2635.106689
	Iteration 9Q: 3 clusters Score -145817 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -145964.546875 Penalty: 2635.106689
	Iteration 10Q: 3 clusters Score -145964.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -146085.796875 Penalty: 2635.106689
	Iteration 11Q: 3 clusters Score -146085.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -146168.093750 Penalty: 2635.106689
	Iteration 12Q: 3 clusters Score -146168.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -146232.484375 Penalty: 2635.106689
	Iteration 13Q: 3 clusters Score -146232.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -146295.062500 Penalty: 2635.106689
	Iteration 14Q: 3 clusters Score -146295.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -146363.953125 Penalty: 2635.106689
	Iteration 15Q: 3 clusters Score -146364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -146412.515625 Penalty: 2635.106689
	Iteration 16Q: 3 clusters Score -146412.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -146450.390625 Penalty: 2635.106689
	Iteration 17Q: 3 clusters Score -146450.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -146477.140625 Penalty: 2635.106689
	Iteration 18Q: 3 clusters Score -146477.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -146508.437500 Penalty: 2635.106689
	Iteration 19Q: 3 clusters Score -146508.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -146541.437500 Penalty: 2635.106689
	Iteration 20F: 3 clusters Score -146541.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -146564.046875 Penalty: 2635.106689
	Iteration 21Q: 3 clusters Score -146564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -146575.906250 Penalty: 2635.106689
	Iteration 22Q: 3 clusters Score -146575.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -146583.312500 Penalty: 2635.106689
	Iteration 23Q: 3 clusters Score -146583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -146588.140625 Penalty: 2635.106689
	Iteration 24Q: 3 clusters Score -146588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -146590.359375 Penalty: 2635.106689
	Iteration 25Q: 3 clusters Score -146590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -146597.421875 Penalty: 2635.106689
	Iteration 26Q: 3 clusters Score -146597.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -146608.906250 Penalty: 2635.106689
	Iteration 27Q: 3 clusters Score -146608.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -146615.015625 Penalty: 2635.106689
	Iteration 28Q: 3 clusters Score -146615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -146616.640625 Penalty: 2635.106689
	Iteration 29Q: 3 clusters Score -146616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -146616.937500 Penalty: 2635.106689
	Iteration 30Q: 3 clusters Score -146616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -146617.265625 Penalty: 2635.106689
	Iteration 31Q: 3 clusters Score -146617.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -146617.265625 Penalty: 2635.106689
	Iteration 32F: 3 clusters Score -146617.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -279367.187500 Penalty: 1384.886719
	Iteration 0F: 2 clusters Score -279367.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -275371.562500 Penalty: 2769.773438
	Iteration 0F: 3 clusters Score -275371.6 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -276368.593750 Penalty: 2769.773438
	Iteration 1F: 3 clusters Score -276368.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -276520.531250 Penalty: 2769.773438
	Iteration 2F: 3 clusters Score -276520.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -276624.937500 Penalty: 2769.773438
	Iteration 3Q: 3 clusters Score -276624.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -276706.875000 Penalty: 2769.773438
	Iteration 4Q: 3 clusters Score -276706.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -276764.093750 Penalty: 2769.773438
	Iteration 5Q: 3 clusters Score -276764.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -276804.968750 Penalty: 2769.773438
	Iteration 6Q: 3 clusters Score -276805 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -276836.406250 Penalty: 2769.773438
	Iteration 7Q: 3 clusters Score -276836.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -276863.093750 Penalty: 2769.773438
	Iteration 8Q: 3 clusters Score -276863.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -276886.750000 Penalty: 2769.773438
	Iteration 9Q: 3 clusters Score -276886.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -276906.843750 Penalty: 2769.773438
	Iteration 10Q: 3 clusters Score -276906.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -276926.875000 Penalty: 2769.773438
	Iteration 11Q: 3 clusters Score -276926.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -276946.656250 Penalty: 2769.773438
	Iteration 12Q: 3 clusters Score -276946.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -276961.531250 Penalty: 2769.773438
	Iteration 13Q: 3 clusters Score -276961.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -276975.968750 Penalty: 2769.773438
	Iteration 14Q: 3 clusters Score -276976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -276984.531250 Penalty: 2769.773438
	Iteration 15Q: 3 clusters Score -276984.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -276993.531250 Penalty: 2769.773438
	Iteration 16Q: 3 clusters Score -276993.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -277002.687500 Penalty: 2769.773438
	Iteration 17Q: 3 clusters Score -277002.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -277011.281250 Penalty: 2769.773438
	Iteration 18Q: 3 clusters Score -277011.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -277024.187500 Penalty: 2769.773438
	Iteration 19Q: 3 clusters Score -277024.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -277039.281250 Penalty: 2769.773438
	Iteration 20F: 3 clusters Score -277039.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -277053.218750 Penalty: 2769.773438
	Iteration 21Q: 3 clusters Score -277053.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -277065.843750 Penalty: 2769.773438
	Iteration 22Q: 3 clusters Score -277065.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -277079.343750 Penalty: 2769.773438
	Iteration 23Q: 3 clusters Score -277079.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -277094.937500 Penalty: 2769.773438
	Iteration 24Q: 3 clusters Score -277094.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -277111.531250 Penalty: 2769.773438
	Iteration 25Q: 3 clusters Score -277111.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -277130.312500 Penalty: 2769.773438
	Iteration 26Q: 3 clusters Score -277130.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -277154.906250 Penalty: 2769.773438
	Iteration 27Q: 3 clusters Score -277154.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -277181.500000 Penalty: 2769.773438
	Iteration 28Q: 3 clusters Score -277181.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -277208.312500 Penalty: 2769.773438
	Iteration 29Q: 3 clusters Score -277208.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -277240.781250 Penalty: 2769.773438
	Iteration 30Q: 3 clusters Score -277240.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -277270.468750 Penalty: 2769.773438
	Iteration 31Q: 3 clusters Score -277270.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -277309.281250 Penalty: 2769.773438
	Iteration 32Q: 3 clusters Score -277309.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -277346.031250 Penalty: 2769.773438
	Iteration 33Q: 3 clusters Score -277346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -277378.750000 Penalty: 2769.773438
	Iteration 34Q: 3 clusters Score -277378.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -277413.437500 Penalty: 2769.773438
	Iteration 35Q: 3 clusters Score -277413.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -277447.593750 Penalty: 2769.773438
	Iteration 36Q: 3 clusters Score -277447.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -277505.218750 Penalty: 2769.773438
	Iteration 37Q: 3 clusters Score -277505.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -277594.125000 Penalty: 2769.773438
	Iteration 38Q: 3 clusters Score -277594.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -277675.218750 Penalty: 2769.773438
	Iteration 39Q: 3 clusters Score -277675.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -277742.843750 Penalty: 2769.773438
	Iteration 40F: 3 clusters Score -277742.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -277799.968750 Penalty: 2769.773438
	Iteration 41Q: 3 clusters Score -277800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -277854.843750 Penalty: 2769.773438
	Iteration 42Q: 3 clusters Score -277854.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -277895.343750 Penalty: 2769.773438
	Iteration 43Q: 3 clusters Score -277895.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -277923.937500 Penalty: 2769.773438
	Iteration 44Q: 3 clusters Score -277923.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -277950.656250 Penalty: 2769.773438
	Iteration 45Q: 3 clusters Score -277950.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -277971.812500 Penalty: 2769.773438
	Iteration 46Q: 3 clusters Score -277971.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -278001.718750 Penalty: 2769.773438
	Iteration 47Q: 3 clusters Score -278001.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -278022.812500 Penalty: 2769.773438
	Iteration 48Q: 3 clusters Score -278022.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -278046.031250 Penalty: 2769.773438
	Iteration 49Q: 3 clusters Score -278046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -278057.718750 Penalty: 2769.773438
	Iteration 50Q: 3 clusters Score -278057.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -278072.031250 Penalty: 2769.773438
	Iteration 51Q: 3 clusters Score -278072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -278088.937500 Penalty: 2769.773438
	Iteration 52Q: 3 clusters Score -278088.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -278108.218750 Penalty: 2769.773438
	Iteration 53Q: 3 clusters Score -278108.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -278121.093750 Penalty: 2769.773438
	Iteration 54Q: 3 clusters Score -278121.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -278133.343750 Penalty: 2769.773438
	Iteration 55Q: 3 clusters Score -278133.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -278143.500000 Penalty: 2769.773438
	Iteration 56Q: 3 clusters Score -278143.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -278150.187500 Penalty: 2769.773438
	Iteration 57Q: 3 clusters Score -278150.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -278160.593750 Penalty: 2769.773438
	Iteration 58Q: 3 clusters Score -278160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -278172.750000 Penalty: 2769.773438
	Iteration 59Q: 3 clusters Score -278172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -278181.062500 Penalty: 2769.773438
	Iteration 60F: 3 clusters Score -278181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -278191.531250 Penalty: 2769.773438
	Iteration 61Q: 3 clusters Score -278191.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -278198.843750 Penalty: 2769.773438
	Iteration 62Q: 3 clusters Score -278198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -278210.562500 Penalty: 2769.773438
	Iteration 63Q: 3 clusters Score -278210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -278214.625000 Penalty: 2769.773438
	Iteration 64Q: 3 clusters Score -278214.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -278225.250000 Penalty: 2769.773438
	Iteration 65Q: 3 clusters Score -278225.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -278237.218750 Penalty: 2769.773438
	Iteration 66Q: 3 clusters Score -278237.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -278242.843750 Penalty: 2769.773438
	Iteration 67Q: 3 clusters Score -278242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -278250.000000 Penalty: 2769.773438
	Iteration 68Q: 3 clusters Score -278250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -278256.656250 Penalty: 2769.773438
	Iteration 69Q: 3 clusters Score -278256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -278263.718750 Penalty: 2769.773438
	Iteration 70Q: 3 clusters Score -278263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -278272.656250 Penalty: 2769.773438
	Iteration 71Q: 3 clusters Score -278272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -278276.062500 Penalty: 2769.773438
	Iteration 72Q: 3 clusters Score -278276.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -278281.500000 Penalty: 2769.773438
	Iteration 73Q: 3 clusters Score -278281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -278283.468750 Penalty: 2769.773438
	Iteration 74Q: 3 clusters Score -278283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -278283.468750 Penalty: 2769.773438
	Iteration 75F: 3 clusters Score -278283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Entering Unmasked Estep 
Score: -945613.812500 Penalty: 1586.284546
	Iteration 0F: 2 clusters Score -945613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -933724.812500 Penalty: 3172.569092
	Iteration 0F: 3 clusters Score -933724.8 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -938158.437500 Penalty: 3172.569092
	Iteration 1F: 3 clusters Score -938158.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -938568.875000 Penalty: 3172.569092
	Iteration 2F: 3 clusters Score -938568.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -939007.625000 Penalty: 3172.569092
	Iteration 3F: 3 clusters Score -939007.6 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -939525.687500 Penalty: 3172.569092
	Iteration 4F: 3 clusters Score -939525.7 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -940120.625000 Penalty: 3172.569092
	Iteration 5F: 3 clusters Score -940120.6 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -940855.750000 Penalty: 3172.569092
	Iteration 6F: 3 clusters Score -940855.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -941643.062500 Penalty: 3172.569092
	Iteration 7F: 3 clusters Score -941643.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -942328.062500 Penalty: 3172.569092
	Iteration 8Q: 3 clusters Score -942328.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -942802.375000 Penalty: 3172.569092
	Iteration 9Q: 3 clusters Score -942802.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -943092.187500 Penalty: 3172.569092
	Iteration 10Q: 3 clusters Score -943092.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -943308.625000 Penalty: 3172.569092
	Iteration 11Q: 3 clusters Score -943308.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -943466.437500 Penalty: 3172.569092
	Iteration 12Q: 3 clusters Score -943466.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -943588.687500 Penalty: 3172.569092
	Iteration 13Q: 3 clusters Score -943588.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -943701.937500 Penalty: 3172.569092
	Iteration 14Q: 3 clusters Score -943701.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -943816.875000 Penalty: 3172.569092
	Iteration 15Q: 3 clusters Score -943816.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -943940.437500 Penalty: 3172.569092
	Iteration 16Q: 3 clusters Score -943940.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -944037.250000 Penalty: 3172.569092
	Iteration 17Q: 3 clusters Score -944037.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -944123.250000 Penalty: 3172.569092
	Iteration 18Q: 3 clusters Score -944123.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -944199.625000 Penalty: 3172.569092
	Iteration 19Q: 3 clusters Score -944199.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -944271.000000 Penalty: 3172.569092
	Iteration 20F: 3 clusters Score -944271 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -944346.375000 Penalty: 3172.569092
	Iteration 21Q: 3 clusters Score -944346.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -944433.812500 Penalty: 3172.569092
	Iteration 22Q: 3 clusters Score -944433.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -944512.812500 Penalty: 3172.569092
	Iteration 23Q: 3 clusters Score -944512.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -944587.875000 Penalty: 3172.569092
	Iteration 24Q: 3 clusters Score -944587.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -944649.000000 Penalty: 3172.569092
	Iteration 25Q: 3 clusters Score -944649 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -944702.375000 Penalty: 3172.569092
	Iteration 26Q: 3 clusters Score -944702.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -944735.375000 Penalty: 3172.569092
	Iteration 27Q: 3 clusters Score -944735.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -944760.187500 Penalty: 3172.569092
	Iteration 28Q: 3 clusters Score -944760.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -944789.937500 Penalty: 3172.569092
	Iteration 29Q: 3 clusters Score -944789.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -944813.625000 Penalty: 3172.569092
	Iteration 30Q: 3 clusters Score -944813.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -944836.312500 Penalty: 3172.569092
	Iteration 31Q: 3 clusters Score -944836.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -944867.812500 Penalty: 3172.569092
	Iteration 32Q: 3 clusters Score -944867.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -944904.937500 Penalty: 3172.569092
	Iteration 33Q: 3 clusters Score -944904.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -944926.187500 Penalty: 3172.569092
	Iteration 34Q: 3 clusters Score -944926.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -944939.812500 Penalty: 3172.569092
	Iteration 35Q: 3 clusters Score -944939.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -944947.937500 Penalty: 3172.569092
	Iteration 36Q: 3 clusters Score -944947.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -944957.687500 Penalty: 3172.569092
	Iteration 37Q: 3 clusters Score -944957.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -944969.750000 Penalty: 3172.569092
	Iteration 38Q: 3 clusters Score -944969.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -944976.312500 Penalty: 3172.569092
	Iteration 39Q: 3 clusters Score -944976.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -944981.312500 Penalty: 3172.569092
	Iteration 40F: 3 clusters Score -944981.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -944981.625000 Penalty: 3172.569092
	Iteration 41Q: 3 clusters Score -944981.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -944985.187500 Penalty: 3172.569092
	Iteration 42Q: 3 clusters Score -944985.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -944985.000000 Penalty: 3172.569092
	Iteration 43Q: 3 clusters Score -944985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -944985.875000 Penalty: 3172.569092
	Iteration 44Q: 3 clusters Score -944985.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -944987.312500 Penalty: 3172.569092
	Iteration 45Q: 3 clusters Score -944987.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -944988.500000 Penalty: 3172.569092
	Iteration 46Q: 3 clusters Score -944988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -944990.000000 Penalty: 3172.569092
	Iteration 47Q: 3 clusters Score -944990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -944991.125000 Penalty: 3172.569092
	Iteration 48Q: 3 clusters Score -944991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -944991.375000 Penalty: 3172.569092
	Iteration 49Q: 3 clusters Score -944991.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -944991.375000 Penalty: 3172.569092
	Iteration 50F: 3 clusters Score -944991.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Entering Unmasked Estep 
Score: -953885.750000 Penalty: 1583.841431
	Iteration 0F: 2 clusters Score -953885.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -942097.500000 Penalty: 3167.682861
	Iteration 0F: 3 clusters Score -942097.5 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -946271.812500 Penalty: 3167.682861
	Iteration 1F: 3 clusters Score -946271.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -946666.187500 Penalty: 3167.682861
	Iteration 2F: 3 clusters Score -946666.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -947072.937500 Penalty: 3167.682861
	Iteration 3F: 3 clusters Score -947072.9 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -947505.312500 Penalty: 3167.682861
	Iteration 4F: 3 clusters Score -947505.3 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -948064.312500 Penalty: 3167.682861
	Iteration 5F: 3 clusters Score -948064.3 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -948636.250000 Penalty: 3167.682861
	Iteration 6F: 3 clusters Score -948636.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -949173.687500 Penalty: 3167.682861
	Iteration 7F: 3 clusters Score -949173.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -949659.937500 Penalty: 3167.682861
	Iteration 8Q: 3 clusters Score -949659.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -950125.062500 Penalty: 3167.682861
	Iteration 9Q: 3 clusters Score -950125.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -950555.125000 Penalty: 3167.682861
	Iteration 10Q: 3 clusters Score -950555.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -950901.750000 Penalty: 3167.682861
	Iteration 11Q: 3 clusters Score -950901.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -951190.437500 Penalty: 3167.682861
	Iteration 12Q: 3 clusters Score -951190.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -951429.062500 Penalty: 3167.682861
	Iteration 13Q: 3 clusters Score -951429.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -951639.875000 Penalty: 3167.682861
	Iteration 14Q: 3 clusters Score -951639.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -951861.687500 Penalty: 3167.682861
	Iteration 15Q: 3 clusters Score -951861.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -952098.687500 Penalty: 3167.682861
	Iteration 16Q: 3 clusters Score -952098.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -952345.500000 Penalty: 3167.682861
	Iteration 17Q: 3 clusters Score -952345.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -952545.750000 Penalty: 3167.682861
	Iteration 18Q: 3 clusters Score -952545.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -952695.500000 Penalty: 3167.682861
	Iteration 19Q: 3 clusters Score -952695.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -952773.625000 Penalty: 3167.682861
	Iteration 20F: 3 clusters Score -952773.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -952829.812500 Penalty: 3167.682861
	Iteration 21Q: 3 clusters Score -952829.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -952859.250000 Penalty: 3167.682861
	Iteration 22Q: 3 clusters Score -952859.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -952878.187500 Penalty: 3167.682861
	Iteration 23Q: 3 clusters Score -952878.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -952889.937500 Penalty: 3167.682861
	Iteration 24Q: 3 clusters Score -952889.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -952898.625000 Penalty: 3167.682861
	Iteration 25Q: 3 clusters Score -952898.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -952906.375000 Penalty: 3167.682861
	Iteration 26Q: 3 clusters Score -952906.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -952908.937500 Penalty: 3167.682861
	Iteration 27Q: 3 clusters Score -952908.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -952915.250000 Penalty: 3167.682861
	Iteration 28Q: 3 clusters Score -952915.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -952921.125000 Penalty: 3167.682861
	Iteration 29Q: 3 clusters Score -952921.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -952922.750000 Penalty: 3167.682861
	Iteration 30Q: 3 clusters Score -952922.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -952926.812500 Penalty: 3167.682861
	Iteration 31Q: 3 clusters Score -952926.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -952927.750000 Penalty: 3167.682861
	Iteration 32Q: 3 clusters Score -952927.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -952930.687500 Penalty: 3167.682861
	Iteration 33Q: 3 clusters Score -952930.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -952934.250000 Penalty: 3167.682861
	Iteration 34Q: 3 clusters Score -952934.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -952939.562500 Penalty: 3167.682861
	Iteration 35Q: 3 clusters Score -952939.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -952942.187500 Penalty: 3167.682861
	Iteration 36Q: 3 clusters Score -952942.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -952946.375000 Penalty: 3167.682861
	Iteration 37Q: 3 clusters Score -952946.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -952944.437500 Penalty: 3167.682861
	Iteration 38Q: 3 clusters Score -952944.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -952944.312500 Penalty: 3167.682861
	Iteration 39Q: 3 clusters Score -952944.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -952946.812500 Penalty: 3167.682861
	Iteration 40F: 3 clusters Score -952946.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -952947.875000 Penalty: 3167.682861
	Iteration 41Q: 3 clusters Score -952947.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -952948.250000 Penalty: 3167.682861
	Iteration 42Q: 3 clusters Score -952948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -952948.687500 Penalty: 3167.682861
	Iteration 43Q: 3 clusters Score -952948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -952948.937500 Penalty: 3167.682861
	Iteration 44Q: 3 clusters Score -952948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -952949.250000 Penalty: 3167.682861
	Iteration 45Q: 3 clusters Score -952949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -952950.687500 Penalty: 3167.682861
	Iteration 46Q: 3 clusters Score -952950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -952950.000000 Penalty: 3167.682861
	Iteration 47Q: 3 clusters Score -952950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -952951.125000 Penalty: 3167.682861
	Iteration 48Q: 3 clusters Score -952951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -952951.437500 Penalty: 3167.682861
	Iteration 49Q: 3 clusters Score -952951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -952951.250000 Penalty: 3167.682861
	Iteration 50Q: 3 clusters Score -952951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -952951.000000 Penalty: 3167.682861
	Iteration 51Q: 3 clusters Score -952951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -952950.750000 Penalty: 3167.682861
	Iteration 52Q: 3 clusters Score -952950.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -952950.750000 Penalty: 3167.682861
	Iteration 53F: 3 clusters Score -952950.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Entering Unmasked Estep 
Score: -893555.250000 Penalty: 1599.158203
	Iteration 0F: 2 clusters Score -893555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -880765.375000 Penalty: 3198.316406
	Iteration 0F: 3 clusters Score -880765.4 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -885594.437500 Penalty: 3198.316406
	Iteration 1F: 3 clusters Score -885594.4 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -886192.375000 Penalty: 3198.316406
	Iteration 2F: 3 clusters Score -886192.4 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -886815.437500 Penalty: 3198.316406
	Iteration 3F: 3 clusters Score -886815.4 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -887448.000000 Penalty: 3198.316406
	Iteration 4F: 3 clusters Score -887448 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -888039.062500 Penalty: 3198.316406
	Iteration 5F: 3 clusters Score -888039.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -888528.875000 Penalty: 3198.316406
	Iteration 6F: 3 clusters Score -888528.9 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -888913.437500 Penalty: 3198.316406
	Iteration 7Q: 3 clusters Score -888913.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -889255.937500 Penalty: 3198.316406
	Iteration 8Q: 3 clusters Score -889255.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -889569.437500 Penalty: 3198.316406
	Iteration 9Q: 3 clusters Score -889569.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -889824.625000 Penalty: 3198.316406
	Iteration 10Q: 3 clusters Score -889824.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -890040.375000 Penalty: 3198.316406
	Iteration 11Q: 3 clusters Score -890040.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -890245.125000 Penalty: 3198.316406
	Iteration 12Q: 3 clusters Score -890245.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -890427.437500 Penalty: 3198.316406
	Iteration 13Q: 3 clusters Score -890427.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -890604.125000 Penalty: 3198.316406
	Iteration 14Q: 3 clusters Score -890604.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -890758.375000 Penalty: 3198.316406
	Iteration 15Q: 3 clusters Score -890758.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -890893.812500 Penalty: 3198.316406
	Iteration 16Q: 3 clusters Score -890893.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -891028.125000 Penalty: 3198.316406
	Iteration 17Q: 3 clusters Score -891028.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -891163.687500 Penalty: 3198.316406
	Iteration 18Q: 3 clusters Score -891163.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -891300.750000 Penalty: 3198.316406
	Iteration 19Q: 3 clusters Score -891300.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -891444.875000 Penalty: 3198.316406
	Iteration 20F: 3 clusters Score -891444.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -891608.875000 Penalty: 3198.316406
	Iteration 21Q: 3 clusters Score -891608.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -891796.125000 Penalty: 3198.316406
	Iteration 22Q: 3 clusters Score -891796.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -891964.812500 Penalty: 3198.316406
	Iteration 23Q: 3 clusters Score -891964.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -892145.625000 Penalty: 3198.316406
	Iteration 24Q: 3 clusters Score -892145.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -892328.187500 Penalty: 3198.316406
	Iteration 25Q: 3 clusters Score -892328.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -892508.750000 Penalty: 3198.316406
	Iteration 26Q: 3 clusters Score -892508.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -892674.000000 Penalty: 3198.316406
	Iteration 27Q: 3 clusters Score -892674 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -892838.812500 Penalty: 3198.316406
	Iteration 28Q: 3 clusters Score -892838.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -892981.937500 Penalty: 3198.316406
	Iteration 29Q: 3 clusters Score -892981.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -893090.312500 Penalty: 3198.316406
	Iteration 30Q: 3 clusters Score -893090.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -893155.812500 Penalty: 3198.316406
	Iteration 31Q: 3 clusters Score -893155.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -893217.625000 Penalty: 3198.316406
	Iteration 32Q: 3 clusters Score -893217.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -893256.687500 Penalty: 3198.316406
	Iteration 33Q: 3 clusters Score -893256.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -893287.375000 Penalty: 3198.316406
	Iteration 34Q: 3 clusters Score -893287.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -893312.562500 Penalty: 3198.316406
	Iteration 35Q: 3 clusters Score -893312.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -893331.187500 Penalty: 3198.316406
	Iteration 36Q: 3 clusters Score -893331.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -893340.062500 Penalty: 3198.316406
	Iteration 37Q: 3 clusters Score -893340.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -893346.500000 Penalty: 3198.316406
	Iteration 38Q: 3 clusters Score -893346.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -893349.562500 Penalty: 3198.316406
	Iteration 39Q: 3 clusters Score -893349.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -893374.187500 Penalty: 3198.316406
	Iteration 40F: 3 clusters Score -893374.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -893398.750000 Penalty: 3198.316406
	Iteration 41Q: 3 clusters Score -893398.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -893416.625000 Penalty: 3198.316406
	Iteration 42Q: 3 clusters Score -893416.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -893431.500000 Penalty: 3198.316406
	Iteration 43Q: 3 clusters Score -893431.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -893435.250000 Penalty: 3198.316406
	Iteration 44Q: 3 clusters Score -893435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -893438.937500 Penalty: 3198.316406
	Iteration 45Q: 3 clusters Score -893438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -893441.375000 Penalty: 3198.316406
	Iteration 46Q: 3 clusters Score -893441.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -893444.375000 Penalty: 3198.316406
	Iteration 47Q: 3 clusters Score -893444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -893448.187500 Penalty: 3198.316406
	Iteration 48Q: 3 clusters Score -893448.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -893449.437500 Penalty: 3198.316406
	Iteration 49Q: 3 clusters Score -893449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -893448.750000 Penalty: 3198.316406
	Iteration 50Q: 3 clusters Score -893448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -893449.062500 Penalty: 3198.316406
	Iteration 51Q: 3 clusters Score -893449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -893448.750000 Penalty: 3198.316406
	Iteration 52Q: 3 clusters Score -893448.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -893448.750000 Penalty: 3198.316406
	Iteration 53F: 3 clusters Score -893448.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Entering Unmasked Estep 
Score: -734114.500000 Penalty: 1541.857056
	Iteration 0F: 2 clusters Score -734114.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -724900.437500 Penalty: 3083.714111
	Iteration 0F: 3 clusters Score -724900.4 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -728203.687500 Penalty: 3083.714111
	Iteration 1F: 3 clusters Score -728203.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -728617.062500 Penalty: 3083.714111
	Iteration 2F: 3 clusters Score -728617.1 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -729046.000000 Penalty: 3083.714111
	Iteration 3F: 3 clusters Score -729046 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -729493.812500 Penalty: 3083.714111
	Iteration 4F: 3 clusters Score -729493.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -730000.375000 Penalty: 3083.714111
	Iteration 5F: 3 clusters Score -730000.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -730534.562500 Penalty: 3083.714111
	Iteration 6F: 3 clusters Score -730534.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -731026.500000 Penalty: 3083.714111
	Iteration 7F: 3 clusters Score -731026.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -731463.062500 Penalty: 3083.714111
	Iteration 8Q: 3 clusters Score -731463.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -731893.812500 Penalty: 3083.714111
	Iteration 9Q: 3 clusters Score -731893.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -732300.187500 Penalty: 3083.714111
	Iteration 10Q: 3 clusters Score -732300.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -732636.187500 Penalty: 3083.714111
	Iteration 11Q: 3 clusters Score -732636.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -732926.062500 Penalty: 3083.714111
	Iteration 12Q: 3 clusters Score -732926.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -733118.562500 Penalty: 3083.714111
	Iteration 13Q: 3 clusters Score -733118.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -733283.562500 Penalty: 3083.714111
	Iteration 14Q: 3 clusters Score -733283.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -733384.437500 Penalty: 3083.714111
	Iteration 15Q: 3 clusters Score -733384.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -733443.437500 Penalty: 3083.714111
	Iteration 16Q: 3 clusters Score -733443.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -733471.625000 Penalty: 3083.714111
	Iteration 17Q: 3 clusters Score -733471.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -733495.875000 Penalty: 3083.714111
	Iteration 18Q: 3 clusters Score -733495.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -733517.750000 Penalty: 3083.714111
	Iteration 19Q: 3 clusters Score -733517.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -733533.062500 Penalty: 3083.714111
	Iteration 20F: 3 clusters Score -733533.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -733549.250000 Penalty: 3083.714111
	Iteration 21Q: 3 clusters Score -733549.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -733563.812500 Penalty: 3083.714111
	Iteration 22Q: 3 clusters Score -733563.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -733580.125000 Penalty: 3083.714111
	Iteration 23Q: 3 clusters Score -733580.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -733598.937500 Penalty: 3083.714111
	Iteration 24Q: 3 clusters Score -733598.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -733629.312500 Penalty: 3083.714111
	Iteration 25Q: 3 clusters Score -733629.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -733669.562500 Penalty: 3083.714111
	Iteration 26Q: 3 clusters Score -733669.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -733708.875000 Penalty: 3083.714111
	Iteration 27Q: 3 clusters Score -733708.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -733743.437500 Penalty: 3083.714111
	Iteration 28Q: 3 clusters Score -733743.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -733770.125000 Penalty: 3083.714111
	Iteration 29Q: 3 clusters Score -733770.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -733785.375000 Penalty: 3083.714111
	Iteration 30Q: 3 clusters Score -733785.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -733795.187500 Penalty: 3083.714111
	Iteration 31Q: 3 clusters Score -733795.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -733804.000000 Penalty: 3083.714111
	Iteration 32Q: 3 clusters Score -733804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -733809.687500 Penalty: 3083.714111
	Iteration 33Q: 3 clusters Score -733809.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -733815.375000 Penalty: 3083.714111
	Iteration 34Q: 3 clusters Score -733815.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -733817.500000 Penalty: 3083.714111
	Iteration 35Q: 3 clusters Score -733817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -733818.062500 Penalty: 3083.714111
	Iteration 36Q: 3 clusters Score -733818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -733818.500000 Penalty: 3083.714111
	Iteration 37Q: 3 clusters Score -733818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -733817.312500 Penalty: 3083.714111
	Iteration 38Q: 3 clusters Score -733817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -733817.312500 Penalty: 3083.714111
	Iteration 39F: 3 clusters Score -733817.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Entering Unmasked Estep 
Score: -827026.062500 Penalty: 1557.708008
	Iteration 0F: 2 clusters Score -827026.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -816906.187500 Penalty: 3115.416016
	Iteration 0F: 3 clusters Score -816906.2 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -820487.625000 Penalty: 3115.416016
	Iteration 1F: 3 clusters Score -820487.6 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -820969.812500 Penalty: 3115.416016
	Iteration 2F: 3 clusters Score -820969.8 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -821528.437500 Penalty: 3115.416016
	Iteration 3F: 3 clusters Score -821528.4 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -822189.250000 Penalty: 3115.416016
	Iteration 4F: 3 clusters Score -822189.2 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -822936.250000 Penalty: 3115.416016
	Iteration 5F: 3 clusters Score -822936.2 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -823749.375000 Penalty: 3115.416016
	Iteration 6F: 3 clusters Score -823749.4 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -824617.437500 Penalty: 3115.416016
	Iteration 7F: 3 clusters Score -824617.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -825380.187500 Penalty: 3115.416016
	Iteration 8F: 3 clusters Score -825380.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -826019.125000 Penalty: 3115.416016
	Iteration 9Q: 3 clusters Score -826019.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -826432.687500 Penalty: 3115.416016
	Iteration 10Q: 3 clusters Score -826432.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -826689.500000 Penalty: 3115.416016
	Iteration 11Q: 3 clusters Score -826689.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -826835.312500 Penalty: 3115.416016
	Iteration 12Q: 3 clusters Score -826835.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -826928.187500 Penalty: 3115.416016
	Iteration 13Q: 3 clusters Score -826928.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -826988.562500 Penalty: 3115.416016
	Iteration 14Q: 3 clusters Score -826988.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -827029.375000 Penalty: 3115.416016
	Iteration 15Q: 3 clusters Score -827029.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -827052.125000 Penalty: 3115.416016
	Iteration 16Q: 3 clusters Score -827052.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -827062.812500 Penalty: 3115.416016
	Iteration 17Q: 3 clusters Score -827062.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -827076.625000 Penalty: 3115.416016
	Iteration 18Q: 3 clusters Score -827076.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -827077.812500 Penalty: 3115.416016
	Iteration 19Q: 3 clusters Score -827077.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -827082.937500 Penalty: 3115.416016
	Iteration 20F: 3 clusters Score -827082.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -827083.375000 Penalty: 3115.416016
	Iteration 21Q: 3 clusters Score -827083.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -827084.812500 Penalty: 3115.416016
	Iteration 22Q: 3 clusters Score -827084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -827086.187500 Penalty: 3115.416016
	Iteration 23Q: 3 clusters Score -827086.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -827087.437500 Penalty: 3115.416016
	Iteration 24Q: 3 clusters Score -827087.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -827089.187500 Penalty: 3115.416016
	Iteration 25Q: 3 clusters Score -827089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -827090.375000 Penalty: 3115.416016
	Iteration 26Q: 3 clusters Score -827090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -827094.375000 Penalty: 3115.416016
	Iteration 27Q: 3 clusters Score -827094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -827095.125000 Penalty: 3115.416016
	Iteration 28Q: 3 clusters Score -827095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -827094.625000 Penalty: 3115.416016
	Iteration 29Q: 3 clusters Score -827094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -827092.687500 Penalty: 3115.416016
	Iteration 30Q: 3 clusters Score -827092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -827093.375000 Penalty: 3115.416016
	Iteration 31Q: 3 clusters Score -827093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -827091.812500 Penalty: 3115.416016
	Iteration 32Q: 3 clusters Score -827091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -827092.812500 Penalty: 3115.416016
	Iteration 33Q: 3 clusters Score -827092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -827094.000000 Penalty: 3115.416016
	Iteration 34Q: 3 clusters Score -827094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -827095.250000 Penalty: 3115.416016
	Iteration 35Q: 3 clusters Score -827095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -827093.625000 Penalty: 3115.416016
	Iteration 36Q: 3 clusters Score -827093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -827093.500000 Penalty: 3115.416016
	Iteration 37Q: 3 clusters Score -827093.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -827093.500000 Penalty: 3115.416016
	Iteration 38F: 3 clusters Score -827093.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 110976 members 
Mstep: Class 5 contains 39018 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 17357 members 
Mstep: Class 9 contains 17098 members 
Mstep: Class 10 contains 18788 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 9737 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 5895 members 
Mstep: Class 15 contains 17850 members 
Mstep: Class 16 contains 100512 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 5487 members 
Mstep: Class 24 contains 41553 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1940 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 138580 members 
Mstep: Class 29 contains 4821 members 
Entering Unmasked Estep 
Score: -34134236.000000 Penalty: 62879.636719
Splitting cluster 12 changes total score from -34118532.000000 to -34134236.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (13638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Entering Unmasked Estep 
Score: -788221.625000 Penalty: 1547.099976
	Iteration 0F: 2 clusters Score -788221.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -778655.437500 Penalty: 3094.199951
	Iteration 0F: 3 clusters Score -778655.4 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -781892.000000 Penalty: 3094.199951
	Iteration 1F: 3 clusters Score -781892 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -782195.750000 Penalty: 3094.199951
	Iteration 2F: 3 clusters Score -782195.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -782496.687500 Penalty: 3094.199951
	Iteration 3F: 3 clusters Score -782496.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -782741.812500 Penalty: 3094.199951
	Iteration 4Q: 3 clusters Score -782741.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -783014.750000 Penalty: 3094.199951
	Iteration 5Q: 3 clusters Score -783014.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -783334.187500 Penalty: 3094.199951
	Iteration 6Q: 3 clusters Score -783334.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -783682.812500 Penalty: 3094.199951
	Iteration 7Q: 3 clusters Score -783682.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -784035.750000 Penalty: 3094.199951
	Iteration 8Q: 3 clusters Score -784035.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -784405.375000 Penalty: 3094.199951
	Iteration 9Q: 3 clusters Score -784405.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -784711.437500 Penalty: 3094.199951
	Iteration 10Q: 3 clusters Score -784711.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -784924.750000 Penalty: 3094.199951
	Iteration 11Q: 3 clusters Score -784924.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -785070.687500 Penalty: 3094.199951
	Iteration 12Q: 3 clusters Score -785070.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -785160.062500 Penalty: 3094.199951
	Iteration 13Q: 3 clusters Score -785160.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -785206.625000 Penalty: 3094.199951
	Iteration 14Q: 3 clusters Score -785206.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -785240.625000 Penalty: 3094.199951
	Iteration 15Q: 3 clusters Score -785240.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -785265.000000 Penalty: 3094.199951
	Iteration 16Q: 3 clusters Score -785265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -785282.187500 Penalty: 3094.199951
	Iteration 17Q: 3 clusters Score -785282.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -785288.187500 Penalty: 3094.199951
	Iteration 18Q: 3 clusters Score -785288.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -785291.187500 Penalty: 3094.199951
	Iteration 19Q: 3 clusters Score -785291.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -785296.625000 Penalty: 3094.199951
	Iteration 20F: 3 clusters Score -785296.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -785301.375000 Penalty: 3094.199951
	Iteration 21Q: 3 clusters Score -785301.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -785305.000000 Penalty: 3094.199951
	Iteration 22Q: 3 clusters Score -785305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -785307.937500 Penalty: 3094.199951
	Iteration 23Q: 3 clusters Score -785307.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -785313.375000 Penalty: 3094.199951
	Iteration 24Q: 3 clusters Score -785313.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -785318.625000 Penalty: 3094.199951
	Iteration 25Q: 3 clusters Score -785318.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -785323.562500 Penalty: 3094.199951
	Iteration 26Q: 3 clusters Score -785323.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -785326.500000 Penalty: 3094.199951
	Iteration 27Q: 3 clusters Score -785326.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -785331.187500 Penalty: 3094.199951
	Iteration 28Q: 3 clusters Score -785331.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -785334.750000 Penalty: 3094.199951
	Iteration 29Q: 3 clusters Score -785334.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -785340.625000 Penalty: 3094.199951
	Iteration 30Q: 3 clusters Score -785340.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -785338.500000 Penalty: 3094.199951
	Iteration 31Q: 3 clusters Score -785338.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -785343.500000 Penalty: 3094.199951
	Iteration 32Q: 3 clusters Score -785343.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -785345.125000 Penalty: 3094.199951
	Iteration 33Q: 3 clusters Score -785345.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -785344.937500 Penalty: 3094.199951
	Iteration 34Q: 3 clusters Score -785344.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -785345.312500 Penalty: 3094.199951
	Iteration 35Q: 3 clusters Score -785345.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -785347.125000 Penalty: 3094.199951
	Iteration 36Q: 3 clusters Score -785347.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -785348.062500 Penalty: 3094.199951
	Iteration 37Q: 3 clusters Score -785348.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -785347.437500 Penalty: 3094.199951
	Iteration 38Q: 3 clusters Score -785347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -785351.875000 Penalty: 3094.199951
	Iteration 39Q: 3 clusters Score -785351.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -785351.125000 Penalty: 3094.199951
	Iteration 40F: 3 clusters Score -785351.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -785351.000000 Penalty: 3094.199951
	Iteration 41Q: 3 clusters Score -785351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -785353.125000 Penalty: 3094.199951
	Iteration 42Q: 3 clusters Score -785353.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -785354.687500 Penalty: 3094.199951
	Iteration 43Q: 3 clusters Score -785354.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -785356.625000 Penalty: 3094.199951
	Iteration 44Q: 3 clusters Score -785356.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -785357.250000 Penalty: 3094.199951
	Iteration 45Q: 3 clusters Score -785357.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -785361.375000 Penalty: 3094.199951
	Iteration 46Q: 3 clusters Score -785361.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -785358.625000 Penalty: 3094.199951
	Iteration 47Q: 3 clusters Score -785358.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -785363.312500 Penalty: 3094.199951
	Iteration 48Q: 3 clusters Score -785363.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -785363.125000 Penalty: 3094.199951
	Iteration 49Q: 3 clusters Score -785363.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -785364.187500 Penalty: 3094.199951
	Iteration 50Q: 3 clusters Score -785364.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -785365.500000 Penalty: 3094.199951
	Iteration 51Q: 3 clusters Score -785365.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -785365.812500 Penalty: 3094.199951
	Iteration 52Q: 3 clusters Score -785365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -785366.562500 Penalty: 3094.199951
	Iteration 53Q: 3 clusters Score -785366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -785365.750000 Penalty: 3094.199951
	Iteration 54Q: 3 clusters Score -785365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -785364.562500 Penalty: 3094.199951
	Iteration 55Q: 3 clusters Score -785364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -785365.625000 Penalty: 3094.199951
	Iteration 56Q: 3 clusters Score -785365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -785367.000000 Penalty: 3094.199951
	Iteration 57Q: 3 clusters Score -785367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -785364.312500 Penalty: 3094.199951
	Iteration 58Q: 3 clusters Score -785364.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -785365.250000 Penalty: 3094.199951
	Iteration 59Q: 3 clusters Score -785365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -785367.562500 Penalty: 3094.199951
	Iteration 60F: 3 clusters Score -785367.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -785367.687500 Penalty: 3094.199951
	Iteration 61Q: 3 clusters Score -785367.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -785369.937500 Penalty: 3094.199951
	Iteration 62Q: 3 clusters Score -785369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -785371.312500 Penalty: 3094.199951
	Iteration 63Q: 3 clusters Score -785371.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -785370.000000 Penalty: 3094.199951
	Iteration 64Q: 3 clusters Score -785370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -785370.000000 Penalty: 3094.199951
	Iteration 65Q: 3 clusters Score -785370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -785371.562500 Penalty: 3094.199951
	Iteration 66Q: 3 clusters Score -785371.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -785371.875000 Penalty: 3094.199951
	Iteration 67Q: 3 clusters Score -785371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -785373.562500 Penalty: 3094.199951
	Iteration 68Q: 3 clusters Score -785373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -785372.812500 Penalty: 3094.199951
	Iteration 69Q: 3 clusters Score -785372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -785375.750000 Penalty: 3094.199951
	Iteration 70Q: 3 clusters Score -785375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -785377.312500 Penalty: 3094.199951
	Iteration 71Q: 3 clusters Score -785377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -785375.687500 Penalty: 3094.199951
	Iteration 72Q: 3 clusters Score -785375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -785376.750000 Penalty: 3094.199951
	Iteration 73Q: 3 clusters Score -785376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -785375.500000 Penalty: 3094.199951
	Iteration 74Q: 3 clusters Score -785375.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -785375.875000 Penalty: 3094.199951
	Iteration 75Q: 3 clusters Score -785375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -785374.937500 Penalty: 3094.199951
	Iteration 76Q: 3 clusters Score -785374.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -785375.250000 Penalty: 3094.199951
	Iteration 77Q: 3 clusters Score -785375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -785375.375000 Penalty: 3094.199951
	Iteration 78Q: 3 clusters Score -785375.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -785376.750000 Penalty: 3094.199951
	Iteration 79Q: 3 clusters Score -785376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -785379.375000 Penalty: 3094.199951
	Iteration 80F: 3 clusters Score -785379.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -785378.937500 Penalty: 3094.199951
	Iteration 81Q: 3 clusters Score -785378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -785377.500000 Penalty: 3094.199951
	Iteration 82Q: 3 clusters Score -785377.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -785379.125000 Penalty: 3094.199951
	Iteration 83Q: 3 clusters Score -785379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -785378.687500 Penalty: 3094.199951
	Iteration 84Q: 3 clusters Score -785378.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -785379.375000 Penalty: 3094.199951
	Iteration 85Q: 3 clusters Score -785379.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -785381.062500 Penalty: 3094.199951
	Iteration 86Q: 3 clusters Score -785381.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -785383.562500 Penalty: 3094.199951
	Iteration 87Q: 3 clusters Score -785383.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -785387.062500 Penalty: 3094.199951
	Iteration 88Q: 3 clusters Score -785387.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -785385.375000 Penalty: 3094.199951
	Iteration 89Q: 3 clusters Score -785385.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -785386.687500 Penalty: 3094.199951
	Iteration 90Q: 3 clusters Score -785386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -785387.187500 Penalty: 3094.199951
	Iteration 91Q: 3 clusters Score -785387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -785385.500000 Penalty: 3094.199951
	Iteration 92Q: 3 clusters Score -785385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -785385.625000 Penalty: 3094.199951
	Iteration 93Q: 3 clusters Score -785385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -785384.000000 Penalty: 3094.199951
	Iteration 94Q: 3 clusters Score -785384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -785384.000000 Penalty: 3094.199951
	Iteration 95F: 3 clusters Score -785384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -314804.750000 Penalty: 1410.802246
	Iteration 0F: 2 clusters Score -314804.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -310251.062500 Penalty: 2821.604492
	Iteration 0F: 3 clusters Score -310251.1 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -311657.187500 Penalty: 2821.604492
	Iteration 1F: 3 clusters Score -311657.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -311940.687500 Penalty: 2821.604492
	Iteration 2F: 3 clusters Score -311940.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -312201.375000 Penalty: 2821.604492
	Iteration 3F: 3 clusters Score -312201.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -312482.250000 Penalty: 2821.604492
	Iteration 4F: 3 clusters Score -312482.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -312854.562500 Penalty: 2821.604492
	Iteration 5F: 3 clusters Score -312854.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -313290.218750 Penalty: 2821.604492
	Iteration 6F: 3 clusters Score -313290.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -313857.406250 Penalty: 2821.604492
	Iteration 7F: 3 clusters Score -313857.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -314414.562500 Penalty: 2821.604492
	Iteration 8F: 3 clusters Score -314414.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -314784.468750 Penalty: 2821.604492
	Iteration 9F: 3 clusters Score -314784.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -315032.156250 Penalty: 2821.604492
	Iteration 10Q: 3 clusters Score -315032.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -315207.625000 Penalty: 2821.604492
	Iteration 11Q: 3 clusters Score -315207.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -315370.562500 Penalty: 2821.604492
	Iteration 12Q: 3 clusters Score -315370.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -315516.750000 Penalty: 2821.604492
	Iteration 13Q: 3 clusters Score -315516.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -315637.937500 Penalty: 2821.604492
	Iteration 14Q: 3 clusters Score -315637.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -315727.687500 Penalty: 2821.604492
	Iteration 15Q: 3 clusters Score -315727.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -315772.156250 Penalty: 2821.604492
	Iteration 16Q: 3 clusters Score -315772.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -315790.031250 Penalty: 2821.604492
	Iteration 17Q: 3 clusters Score -315790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -315796.343750 Penalty: 2821.604492
	Iteration 18Q: 3 clusters Score -315796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -315799.250000 Penalty: 2821.604492
	Iteration 19Q: 3 clusters Score -315799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -315801.406250 Penalty: 2821.604492
	Iteration 20F: 3 clusters Score -315801.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -315805.656250 Penalty: 2821.604492
	Iteration 21Q: 3 clusters Score -315805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -315807.062500 Penalty: 2821.604492
	Iteration 22Q: 3 clusters Score -315807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -315807.312500 Penalty: 2821.604492
	Iteration 23Q: 3 clusters Score -315807.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -315807.687500 Penalty: 2821.604492
	Iteration 24Q: 3 clusters Score -315807.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -315808.875000 Penalty: 2821.604492
	Iteration 25Q: 3 clusters Score -315808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -315809.656250 Penalty: 2821.604492
	Iteration 26Q: 3 clusters Score -315809.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -315810.781250 Penalty: 2821.604492
	Iteration 27Q: 3 clusters Score -315810.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -315814.000000 Penalty: 2821.604492
	Iteration 28Q: 3 clusters Score -315814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -315815.000000 Penalty: 2821.604492
	Iteration 29Q: 3 clusters Score -315815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -315816.437500 Penalty: 2821.604492
	Iteration 30Q: 3 clusters Score -315816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -315819.593750 Penalty: 2821.604492
	Iteration 31Q: 3 clusters Score -315819.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -315824.468750 Penalty: 2821.604492
	Iteration 32Q: 3 clusters Score -315824.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -315829.062500 Penalty: 2821.604492
	Iteration 33Q: 3 clusters Score -315829.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -315831.062500 Penalty: 2821.604492
	Iteration 34Q: 3 clusters Score -315831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -315832.625000 Penalty: 2821.604492
	Iteration 35Q: 3 clusters Score -315832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -315833.375000 Penalty: 2821.604492
	Iteration 36Q: 3 clusters Score -315833.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -315834.968750 Penalty: 2821.604492
	Iteration 37Q: 3 clusters Score -315835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -315836.343750 Penalty: 2821.604492
	Iteration 38Q: 3 clusters Score -315836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -315836.625000 Penalty: 2821.604492
	Iteration 39Q: 3 clusters Score -315836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -315837.656250 Penalty: 2821.604492
	Iteration 40F: 3 clusters Score -315837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -315838.593750 Penalty: 2821.604492
	Iteration 41Q: 3 clusters Score -315838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -315839.906250 Penalty: 2821.604492
	Iteration 42Q: 3 clusters Score -315839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -315840.093750 Penalty: 2821.604492
	Iteration 43Q: 3 clusters Score -315840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -315840.750000 Penalty: 2821.604492
	Iteration 44Q: 3 clusters Score -315840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -315840.937500 Penalty: 2821.604492
	Iteration 45Q: 3 clusters Score -315840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -315841.937500 Penalty: 2821.604492
	Iteration 46Q: 3 clusters Score -315841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -315841.937500 Penalty: 2821.604492
	Iteration 47F: 3 clusters Score -315841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 110976 members 
Mstep: Class 5 contains 39018 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 17357 members 
Mstep: Class 9 contains 17098 members 
Mstep: Class 10 contains 18788 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 9737 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 3475 members 
Mstep: Class 15 contains 17850 members 
Mstep: Class 16 contains 100512 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 5487 members 
Mstep: Class 24 contains 41553 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1940 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 138580 members 
Mstep: Class 29 contains 4821 members 
Mstep: Class 30 contains 2420 members 
Entering Unmasked Estep 
Score: -34134440.000000 Penalty: 65047.898438
Splitting cluster 14 changes total score from -34118532.000000 to -34134440.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (17850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Entering Unmasked Estep 
Score: -1031300.187500 Penalty: 1590.835815
	Iteration 0F: 2 clusters Score -1031300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1019099.375000 Penalty: 3181.671631
	Iteration 0F: 3 clusters Score -1019099 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1023714.187500 Penalty: 3181.671631
	Iteration 1F: 3 clusters Score -1023714 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1024157.437500 Penalty: 3181.671631
	Iteration 2F: 3 clusters Score -1024157 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1024574.937500 Penalty: 3181.671631
	Iteration 3F: 3 clusters Score -1024575 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1024963.812500 Penalty: 3181.671631
	Iteration 4F: 3 clusters Score -1024964 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1025306.062500 Penalty: 3181.671631
	Iteration 5Q: 3 clusters Score -1025306 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1025600.937500 Penalty: 3181.671631
	Iteration 6Q: 3 clusters Score -1025601 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1025875.125000 Penalty: 3181.671631
	Iteration 7Q: 3 clusters Score -1025875 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1026162.687500 Penalty: 3181.671631
	Iteration 8Q: 3 clusters Score -1026163 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1026460.125000 Penalty: 3181.671631
	Iteration 9Q: 3 clusters Score -1026460 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1026758.875000 Penalty: 3181.671631
	Iteration 10Q: 3 clusters Score -1026759 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1027100.625000 Penalty: 3181.671631
	Iteration 11Q: 3 clusters Score -1027101 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1027457.687500 Penalty: 3181.671631
	Iteration 12Q: 3 clusters Score -1027458 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1027751.812500 Penalty: 3181.671631
	Iteration 13Q: 3 clusters Score -1027752 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1027956.250000 Penalty: 3181.671631
	Iteration 14Q: 3 clusters Score -1027956 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1028100.687500 Penalty: 3181.671631
	Iteration 15Q: 3 clusters Score -1028101 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1028223.687500 Penalty: 3181.671631
	Iteration 16Q: 3 clusters Score -1028224 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1028348.562500 Penalty: 3181.671631
	Iteration 17Q: 3 clusters Score -1028349 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1028460.312500 Penalty: 3181.671631
	Iteration 18Q: 3 clusters Score -1028460 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1028560.437500 Penalty: 3181.671631
	Iteration 19Q: 3 clusters Score -1028560 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1028652.812500 Penalty: 3181.671631
	Iteration 20F: 3 clusters Score -1028653 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1028732.625000 Penalty: 3181.671631
	Iteration 21Q: 3 clusters Score -1028733 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1028800.750000 Penalty: 3181.671631
	Iteration 22Q: 3 clusters Score -1028801 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1028853.937500 Penalty: 3181.671631
	Iteration 23Q: 3 clusters Score -1028854 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1028911.687500 Penalty: 3181.671631
	Iteration 24Q: 3 clusters Score -1028912 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1028963.687500 Penalty: 3181.671631
	Iteration 25Q: 3 clusters Score -1028964 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1029005.687500 Penalty: 3181.671631
	Iteration 26Q: 3 clusters Score -1029006 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1029036.812500 Penalty: 3181.671631
	Iteration 27Q: 3 clusters Score -1029037 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1029064.000000 Penalty: 3181.671631
	Iteration 28Q: 3 clusters Score -1029064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1029089.062500 Penalty: 3181.671631
	Iteration 29Q: 3 clusters Score -1029089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1029114.000000 Penalty: 3181.671631
	Iteration 30Q: 3 clusters Score -1029114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1029142.812500 Penalty: 3181.671631
	Iteration 31Q: 3 clusters Score -1029143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1029177.500000 Penalty: 3181.671631
	Iteration 32Q: 3 clusters Score -1029178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1029202.875000 Penalty: 3181.671631
	Iteration 33Q: 3 clusters Score -1029203 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1029219.750000 Penalty: 3181.671631
	Iteration 34Q: 3 clusters Score -1029220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1029233.562500 Penalty: 3181.671631
	Iteration 35Q: 3 clusters Score -1029234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1029245.562500 Penalty: 3181.671631
	Iteration 36Q: 3 clusters Score -1029246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1029259.312500 Penalty: 3181.671631
	Iteration 37Q: 3 clusters Score -1029259 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1029273.937500 Penalty: 3181.671631
	Iteration 38Q: 3 clusters Score -1029274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1029281.937500 Penalty: 3181.671631
	Iteration 39Q: 3 clusters Score -1029282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1029296.437500 Penalty: 3181.671631
	Iteration 40F: 3 clusters Score -1029296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1029306.437500 Penalty: 3181.671631
	Iteration 41Q: 3 clusters Score -1029306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1029320.562500 Penalty: 3181.671631
	Iteration 42Q: 3 clusters Score -1029321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1029331.750000 Penalty: 3181.671631
	Iteration 43Q: 3 clusters Score -1029332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1029342.375000 Penalty: 3181.671631
	Iteration 44Q: 3 clusters Score -1029342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1029356.125000 Penalty: 3181.671631
	Iteration 45Q: 3 clusters Score -1029356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1029368.812500 Penalty: 3181.671631
	Iteration 46Q: 3 clusters Score -1029369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1029382.750000 Penalty: 3181.671631
	Iteration 47Q: 3 clusters Score -1029383 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1029400.187500 Penalty: 3181.671631
	Iteration 48Q: 3 clusters Score -1029400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1029422.312500 Penalty: 3181.671631
	Iteration 49Q: 3 clusters Score -1029422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1029451.625000 Penalty: 3181.671631
	Iteration 50Q: 3 clusters Score -1029452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1029483.062500 Penalty: 3181.671631
	Iteration 51Q: 3 clusters Score -1029483 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1029511.562500 Penalty: 3181.671631
	Iteration 52Q: 3 clusters Score -1029512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1029535.437500 Penalty: 3181.671631
	Iteration 53Q: 3 clusters Score -1029535 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1029566.500000 Penalty: 3181.671631
	Iteration 54Q: 3 clusters Score -1029566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1029589.875000 Penalty: 3181.671631
	Iteration 55Q: 3 clusters Score -1029590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1029611.625000 Penalty: 3181.671631
	Iteration 56Q: 3 clusters Score -1029612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1029637.812500 Penalty: 3181.671631
	Iteration 57Q: 3 clusters Score -1029638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1029664.625000 Penalty: 3181.671631
	Iteration 58Q: 3 clusters Score -1029665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1029684.812500 Penalty: 3181.671631
	Iteration 59Q: 3 clusters Score -1029685 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1029705.437500 Penalty: 3181.671631
	Iteration 60F: 3 clusters Score -1029705 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1029726.812500 Penalty: 3181.671631
	Iteration 61Q: 3 clusters Score -1029727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1029745.250000 Penalty: 3181.671631
	Iteration 62Q: 3 clusters Score -1029745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1029760.312500 Penalty: 3181.671631
	Iteration 63Q: 3 clusters Score -1029760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1029772.562500 Penalty: 3181.671631
	Iteration 64Q: 3 clusters Score -1029773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1029780.812500 Penalty: 3181.671631
	Iteration 65Q: 3 clusters Score -1029781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1029792.750000 Penalty: 3181.671631
	Iteration 66Q: 3 clusters Score -1029793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1029797.937500 Penalty: 3181.671631
	Iteration 67Q: 3 clusters Score -1029798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1029807.250000 Penalty: 3181.671631
	Iteration 68Q: 3 clusters Score -1029807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1029813.250000 Penalty: 3181.671631
	Iteration 69Q: 3 clusters Score -1029813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1029819.625000 Penalty: 3181.671631
	Iteration 70Q: 3 clusters Score -1029820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1029825.250000 Penalty: 3181.671631
	Iteration 71Q: 3 clusters Score -1029825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1029836.000000 Penalty: 3181.671631
	Iteration 72Q: 3 clusters Score -1029836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1029843.187500 Penalty: 3181.671631
	Iteration 73Q: 3 clusters Score -1029843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1029851.687500 Penalty: 3181.671631
	Iteration 74Q: 3 clusters Score -1029852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1029864.625000 Penalty: 3181.671631
	Iteration 75Q: 3 clusters Score -1029865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1029874.000000 Penalty: 3181.671631
	Iteration 76Q: 3 clusters Score -1029874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1029881.812500 Penalty: 3181.671631
	Iteration 77Q: 3 clusters Score -1029882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1029886.812500 Penalty: 3181.671631
	Iteration 78Q: 3 clusters Score -1029887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1029892.000000 Penalty: 3181.671631
	Iteration 79Q: 3 clusters Score -1029892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1029894.937500 Penalty: 3181.671631
	Iteration 80F: 3 clusters Score -1029895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1029897.687500 Penalty: 3181.671631
	Iteration 81Q: 3 clusters Score -1029898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1029902.875000 Penalty: 3181.671631
	Iteration 82Q: 3 clusters Score -1029903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1029906.750000 Penalty: 3181.671631
	Iteration 83Q: 3 clusters Score -1029907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1029911.187500 Penalty: 3181.671631
	Iteration 84Q: 3 clusters Score -1029911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1029913.312500 Penalty: 3181.671631
	Iteration 85Q: 3 clusters Score -1029913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1029914.437500 Penalty: 3181.671631
	Iteration 86Q: 3 clusters Score -1029914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1029914.625000 Penalty: 3181.671631
	Iteration 87Q: 3 clusters Score -1029915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1029916.687500 Penalty: 3181.671631
	Iteration 88Q: 3 clusters Score -1029917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1029920.125000 Penalty: 3181.671631
	Iteration 89Q: 3 clusters Score -1029920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1029923.437500 Penalty: 3181.671631
	Iteration 90Q: 3 clusters Score -1029923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1029923.500000 Penalty: 3181.671631
	Iteration 91Q: 3 clusters Score -1029924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1029927.937500 Penalty: 3181.671631
	Iteration 92Q: 3 clusters Score -1029928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1029935.312500 Penalty: 3181.671631
	Iteration 93Q: 3 clusters Score -1029935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1029939.187500 Penalty: 3181.671631
	Iteration 94Q: 3 clusters Score -1029939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1029945.312500 Penalty: 3181.671631
	Iteration 95Q: 3 clusters Score -1029945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1029952.250000 Penalty: 3181.671631
	Iteration 96Q: 3 clusters Score -1029952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1029958.250000 Penalty: 3181.671631
	Iteration 97Q: 3 clusters Score -1029958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1029964.625000 Penalty: 3181.671631
	Iteration 98Q: 3 clusters Score -1029965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1029968.500000 Penalty: 3181.671631
	Iteration 99Q: 3 clusters Score -1029968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1029970.125000 Penalty: 3181.671631
	Iteration 100F: 3 clusters Score -1029970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1029971.875000 Penalty: 3181.671631
	Iteration 101Q: 3 clusters Score -1029972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1029972.312500 Penalty: 3181.671631
	Iteration 102Q: 3 clusters Score -1029972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1029976.750000 Penalty: 3181.671631
	Iteration 103Q: 3 clusters Score -1029977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1029984.312500 Penalty: 3181.671631
	Iteration 104Q: 3 clusters Score -1029984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1029988.687500 Penalty: 3181.671631
	Iteration 105Q: 3 clusters Score -1029989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1029989.687500 Penalty: 3181.671631
	Iteration 106Q: 3 clusters Score -1029990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1029991.625000 Penalty: 3181.671631
	Iteration 107Q: 3 clusters Score -1029992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1029991.625000 Penalty: 3181.671631
	Iteration 108Q: 3 clusters Score -1029992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1029991.375000 Penalty: 3181.671631
	Iteration 109Q: 3 clusters Score -1029991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1029992.125000 Penalty: 3181.671631
	Iteration 110Q: 3 clusters Score -1029992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1029992.125000 Penalty: 3181.671631
	Iteration 111F: 3 clusters Score -1029992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (100512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Entering Unmasked Estep 
Score: -5839030.500000 Penalty: 1871.680176
	Iteration 0F: 2 clusters Score -5839030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -5771794.500000 Penalty: 3743.360352
	Iteration 0F: 3 clusters Score -5771794 nChanged 48177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -5800206.500000 Penalty: 3743.360352
	Iteration 1F: 3 clusters Score -5800206 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -5801756.000000 Penalty: 3743.360352
	Iteration 2Q: 3 clusters Score -5801756 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -5803971.500000 Penalty: 3743.360352
	Iteration 3F: 3 clusters Score -5803972 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5807383.000000 Penalty: 3743.360352
	Iteration 4F: 3 clusters Score -5807383 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -5811908.000000 Penalty: 3743.360352
	Iteration 5F: 3 clusters Score -5811908 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -5816501.500000 Penalty: 3743.360352
	Iteration 6F: 3 clusters Score -5816502 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -5820130.500000 Penalty: 3743.360352
	Iteration 7F: 3 clusters Score -5820130 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -5822865.500000 Penalty: 3743.360352
	Iteration 8F: 3 clusters Score -5822866 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -5825151.000000 Penalty: 3743.360352
	Iteration 9Q: 3 clusters Score -5825151 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -5827277.000000 Penalty: 3743.360352
	Iteration 10Q: 3 clusters Score -5827277 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -5829529.500000 Penalty: 3743.360352
	Iteration 11Q: 3 clusters Score -5829530 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92170 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -5831758.500000 Penalty: 3743.360352
	Iteration 12Q: 3 clusters Score -5831758 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -5833686.000000 Penalty: 3743.360352
	Iteration 13Q: 3 clusters Score -5833686 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96638 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -5835087.500000 Penalty: 3743.360352
	Iteration 14Q: 3 clusters Score -5835088 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5836021.500000 Penalty: 3743.360352
	Iteration 15Q: 3 clusters Score -5836022 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98607 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5836590.000000 Penalty: 3743.360352
	Iteration 16Q: 3 clusters Score -5836590 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5836912.000000 Penalty: 3743.360352
	Iteration 17Q: 3 clusters Score -5836912 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5837096.000000 Penalty: 3743.360352
	Iteration 18Q: 3 clusters Score -5837096 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99437 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5837213.500000 Penalty: 3743.360352
	Iteration 19Q: 3 clusters Score -5837214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5837312.000000 Penalty: 3743.360352
	Iteration 20F: 3 clusters Score -5837312 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5837405.500000 Penalty: 3743.360352
	Iteration 21Q: 3 clusters Score -5837406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5837468.000000 Penalty: 3743.360352
	Iteration 22Q: 3 clusters Score -5837468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5837511.500000 Penalty: 3743.360352
	Iteration 23Q: 3 clusters Score -5837512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99792 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5837557.000000 Penalty: 3743.360352
	Iteration 24Q: 3 clusters Score -5837557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5837569.000000 Penalty: 3743.360352
	Iteration 25Q: 3 clusters Score -5837569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5837584.000000 Penalty: 3743.360352
	Iteration 26Q: 3 clusters Score -5837584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5837584.500000 Penalty: 3743.360352
	Iteration 27Q: 3 clusters Score -5837584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5837592.000000 Penalty: 3743.360352
	Iteration 28Q: 3 clusters Score -5837592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5837594.000000 Penalty: 3743.360352
	Iteration 29Q: 3 clusters Score -5837594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99858 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5837602.500000 Penalty: 3743.360352
	Iteration 30Q: 3 clusters Score -5837602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5837601.500000 Penalty: 3743.360352
	Iteration 31Q: 3 clusters Score -5837602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99866 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5837600.500000 Penalty: 3743.360352
	Iteration 32Q: 3 clusters Score -5837600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99870 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5837600.500000 Penalty: 3743.360352
	Iteration 33Q: 3 clusters Score -5837600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5837608.000000 Penalty: 3743.360352
	Iteration 34Q: 3 clusters Score -5837608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5837621.500000 Penalty: 3743.360352
	Iteration 35Q: 3 clusters Score -5837622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5837626.000000 Penalty: 3743.360352
	Iteration 36Q: 3 clusters Score -5837626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5837624.000000 Penalty: 3743.360352
	Iteration 37Q: 3 clusters Score -5837624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99893 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5837625.000000 Penalty: 3743.360352
	Iteration 38Q: 3 clusters Score -5837625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99893 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5837629.500000 Penalty: 3743.360352
	Iteration 39Q: 3 clusters Score -5837630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99895 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5837627.000000 Penalty: 3743.360352
	Iteration 40F: 3 clusters Score -5837627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5837631.000000 Penalty: 3743.360352
	Iteration 41Q: 3 clusters Score -5837631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99898 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5837629.500000 Penalty: 3743.360352
	Iteration 42Q: 3 clusters Score -5837630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99898 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5837629.500000 Penalty: 3743.360352
	Iteration 43F: 3 clusters Score -5837630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Entering Unmasked Estep 
Score: -468758.343750 Penalty: 1473.695068
	Iteration 0F: 2 clusters Score -468758.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -462442.906250 Penalty: 2947.390137
	Iteration 0F: 3 clusters Score -462442.9 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -464623.437500 Penalty: 2947.390137
	Iteration 1F: 3 clusters Score -464623.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -464933.562500 Penalty: 2947.390137
	Iteration 2F: 3 clusters Score -464933.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -465228.437500 Penalty: 2947.390137
	Iteration 3F: 3 clusters Score -465228.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -465519.343750 Penalty: 2947.390137
	Iteration 4F: 3 clusters Score -465519.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -465832.281250 Penalty: 2947.390137
	Iteration 5F: 3 clusters Score -465832.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -466112.531250 Penalty: 2947.390137
	Iteration 6F: 3 clusters Score -466112.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -466331.812500 Penalty: 2947.390137
	Iteration 7Q: 3 clusters Score -466331.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -466502.562500 Penalty: 2947.390137
	Iteration 8Q: 3 clusters Score -466502.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -466626.062500 Penalty: 2947.390137
	Iteration 9Q: 3 clusters Score -466626.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -466716.500000 Penalty: 2947.390137
	Iteration 10Q: 3 clusters Score -466716.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -466811.375000 Penalty: 2947.390137
	Iteration 11Q: 3 clusters Score -466811.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -466906.343750 Penalty: 2947.390137
	Iteration 12Q: 3 clusters Score -466906.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -466992.656250 Penalty: 2947.390137
	Iteration 13Q: 3 clusters Score -466992.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -467059.343750 Penalty: 2947.390137
	Iteration 14Q: 3 clusters Score -467059.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -467118.187500 Penalty: 2947.390137
	Iteration 15Q: 3 clusters Score -467118.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -467174.468750 Penalty: 2947.390137
	Iteration 16Q: 3 clusters Score -467174.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -467220.250000 Penalty: 2947.390137
	Iteration 17Q: 3 clusters Score -467220.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -467252.656250 Penalty: 2947.390137
	Iteration 18Q: 3 clusters Score -467252.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -467280.125000 Penalty: 2947.390137
	Iteration 19Q: 3 clusters Score -467280.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -467303.593750 Penalty: 2947.390137
	Iteration 20F: 3 clusters Score -467303.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -467323.500000 Penalty: 2947.390137
	Iteration 21Q: 3 clusters Score -467323.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -467337.281250 Penalty: 2947.390137
	Iteration 22Q: 3 clusters Score -467337.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -467357.062500 Penalty: 2947.390137
	Iteration 23Q: 3 clusters Score -467357.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -467371.968750 Penalty: 2947.390137
	Iteration 24Q: 3 clusters Score -467372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -467381.812500 Penalty: 2947.390137
	Iteration 25Q: 3 clusters Score -467381.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -467390.062500 Penalty: 2947.390137
	Iteration 26Q: 3 clusters Score -467390.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -467402.343750 Penalty: 2947.390137
	Iteration 27Q: 3 clusters Score -467402.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -467410.812500 Penalty: 2947.390137
	Iteration 28Q: 3 clusters Score -467410.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -467420.062500 Penalty: 2947.390137
	Iteration 29Q: 3 clusters Score -467420.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -467425.250000 Penalty: 2947.390137
	Iteration 30Q: 3 clusters Score -467425.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -467428.875000 Penalty: 2947.390137
	Iteration 31Q: 3 clusters Score -467428.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -467431.562500 Penalty: 2947.390137
	Iteration 32Q: 3 clusters Score -467431.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -467435.250000 Penalty: 2947.390137
	Iteration 33Q: 3 clusters Score -467435.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -467440.281250 Penalty: 2947.390137
	Iteration 34Q: 3 clusters Score -467440.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -467443.156250 Penalty: 2947.390137
	Iteration 35Q: 3 clusters Score -467443.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -467444.468750 Penalty: 2947.390137
	Iteration 36Q: 3 clusters Score -467444.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -467445.843750 Penalty: 2947.390137
	Iteration 37Q: 3 clusters Score -467445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -467446.500000 Penalty: 2947.390137
	Iteration 38Q: 3 clusters Score -467446.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -467448.218750 Penalty: 2947.390137
	Iteration 39Q: 3 clusters Score -467448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -467449.593750 Penalty: 2947.390137
	Iteration 40F: 3 clusters Score -467449.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -467449.687500 Penalty: 2947.390137
	Iteration 41Q: 3 clusters Score -467449.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -467451.125000 Penalty: 2947.390137
	Iteration 42Q: 3 clusters Score -467451.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -467453.531250 Penalty: 2947.390137
	Iteration 43Q: 3 clusters Score -467453.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -467455.656250 Penalty: 2947.390137
	Iteration 44Q: 3 clusters Score -467455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -467456.000000 Penalty: 2947.390137
	Iteration 45Q: 3 clusters Score -467456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -467457.750000 Penalty: 2947.390137
	Iteration 46Q: 3 clusters Score -467457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -467460.312500 Penalty: 2947.390137
	Iteration 47Q: 3 clusters Score -467460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -467460.031250 Penalty: 2947.390137
	Iteration 48Q: 3 clusters Score -467460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -467461.375000 Penalty: 2947.390137
	Iteration 49Q: 3 clusters Score -467461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -467462.187500 Penalty: 2947.390137
	Iteration 50Q: 3 clusters Score -467462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -467463.031250 Penalty: 2947.390137
	Iteration 51Q: 3 clusters Score -467463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -467465.406250 Penalty: 2947.390137
	Iteration 52Q: 3 clusters Score -467465.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -467466.062500 Penalty: 2947.390137
	Iteration 53Q: 3 clusters Score -467466.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -467469.500000 Penalty: 2947.390137
	Iteration 54Q: 3 clusters Score -467469.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -467472.187500 Penalty: 2947.390137
	Iteration 55Q: 3 clusters Score -467472.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -467475.156250 Penalty: 2947.390137
	Iteration 56Q: 3 clusters Score -467475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -467475.593750 Penalty: 2947.390137
	Iteration 57Q: 3 clusters Score -467475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -467477.406250 Penalty: 2947.390137
	Iteration 58Q: 3 clusters Score -467477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -467478.000000 Penalty: 2947.390137
	Iteration 59Q: 3 clusters Score -467478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -467479.093750 Penalty: 2947.390137
	Iteration 60F: 3 clusters Score -467479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -467480.000000 Penalty: 2947.390137
	Iteration 61Q: 3 clusters Score -467480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -467480.593750 Penalty: 2947.390137
	Iteration 62Q: 3 clusters Score -467480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -467482.656250 Penalty: 2947.390137
	Iteration 63Q: 3 clusters Score -467482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -467483.937500 Penalty: 2947.390137
	Iteration 64Q: 3 clusters Score -467483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -467484.750000 Penalty: 2947.390137
	Iteration 65Q: 3 clusters Score -467484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -467486.843750 Penalty: 2947.390137
	Iteration 66Q: 3 clusters Score -467486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -467488.968750 Penalty: 2947.390137
	Iteration 67Q: 3 clusters Score -467489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -467491.406250 Penalty: 2947.390137
	Iteration 68Q: 3 clusters Score -467491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -467492.625000 Penalty: 2947.390137
	Iteration 69Q: 3 clusters Score -467492.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -467494.875000 Penalty: 2947.390137
	Iteration 70Q: 3 clusters Score -467494.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -467499.250000 Penalty: 2947.390137
	Iteration 71Q: 3 clusters Score -467499.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -467499.531250 Penalty: 2947.390137
	Iteration 72Q: 3 clusters Score -467499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -467501.562500 Penalty: 2947.390137
	Iteration 73Q: 3 clusters Score -467501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -467503.156250 Penalty: 2947.390137
	Iteration 74Q: 3 clusters Score -467503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -467502.843750 Penalty: 2947.390137
	Iteration 75Q: 3 clusters Score -467502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -467502.406250 Penalty: 2947.390137
	Iteration 76Q: 3 clusters Score -467502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -467503.937500 Penalty: 2947.390137
	Iteration 77Q: 3 clusters Score -467503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -467505.062500 Penalty: 2947.390137
	Iteration 78Q: 3 clusters Score -467505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -467506.531250 Penalty: 2947.390137
	Iteration 79Q: 3 clusters Score -467506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -467510.093750 Penalty: 2947.390137
	Iteration 80F: 3 clusters Score -467510.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -467513.031250 Penalty: 2947.390137
	Iteration 81Q: 3 clusters Score -467513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -467515.375000 Penalty: 2947.390137
	Iteration 82Q: 3 clusters Score -467515.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -467517.062500 Penalty: 2947.390137
	Iteration 83Q: 3 clusters Score -467517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -467518.125000 Penalty: 2947.390137
	Iteration 84Q: 3 clusters Score -467518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -467518.000000 Penalty: 2947.390137
	Iteration 85Q: 3 clusters Score -467518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -467517.781250 Penalty: 2947.390137
	Iteration 86Q: 3 clusters Score -467517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -467517.781250 Penalty: 2947.390137
	Iteration 87F: 3 clusters Score -467517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -104852.789062 Penalty: 1232.773071
	Iteration 0F: 2 clusters Score -104852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -102801.429688 Penalty: 2465.546143
	Iteration 0F: 3 clusters Score -102801.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -103341.421875 Penalty: 2465.546143
	Iteration 1F: 3 clusters Score -103341.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -103565.257812 Penalty: 2465.546143
	Iteration 2F: 3 clusters Score -103565.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -103735.617188 Penalty: 2465.546143
	Iteration 3F: 3 clusters Score -103735.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -103858.320312 Penalty: 2465.546143
	Iteration 4F: 3 clusters Score -103858.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -103940.828125 Penalty: 2465.546143
	Iteration 5Q: 3 clusters Score -103940.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -104005.742188 Penalty: 2465.546143
	Iteration 6Q: 3 clusters Score -104005.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -104077.054688 Penalty: 2465.546143
	Iteration 7Q: 3 clusters Score -104077.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -104144.992188 Penalty: 2465.546143
	Iteration 8Q: 3 clusters Score -104145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -104182.335938 Penalty: 2465.546143
	Iteration 9Q: 3 clusters Score -104182.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -104209.265625 Penalty: 2465.546143
	Iteration 10Q: 3 clusters Score -104209.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -104240.921875 Penalty: 2465.546143
	Iteration 11Q: 3 clusters Score -104240.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -104269.265625 Penalty: 2465.546143
	Iteration 12Q: 3 clusters Score -104269.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -104296.593750 Penalty: 2465.546143
	Iteration 13Q: 3 clusters Score -104296.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -104317.453125 Penalty: 2465.546143
	Iteration 14Q: 3 clusters Score -104317.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -104337.671875 Penalty: 2465.546143
	Iteration 15Q: 3 clusters Score -104337.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -104345.593750 Penalty: 2465.546143
	Iteration 16Q: 3 clusters Score -104345.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -104351.007812 Penalty: 2465.546143
	Iteration 17Q: 3 clusters Score -104351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -104357.203125 Penalty: 2465.546143
	Iteration 18Q: 3 clusters Score -104357.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -104363.531250 Penalty: 2465.546143
	Iteration 19Q: 3 clusters Score -104363.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -104367.929688 Penalty: 2465.546143
	Iteration 20F: 3 clusters Score -104367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -104370.218750 Penalty: 2465.546143
	Iteration 21Q: 3 clusters Score -104370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -104373.320312 Penalty: 2465.546143
	Iteration 22Q: 3 clusters Score -104373.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -104377.617188 Penalty: 2465.546143
	Iteration 23Q: 3 clusters Score -104377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -104382.273438 Penalty: 2465.546143
	Iteration 24Q: 3 clusters Score -104382.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -104385.671875 Penalty: 2465.546143
	Iteration 25Q: 3 clusters Score -104385.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -104389.156250 Penalty: 2465.546143
	Iteration 26Q: 3 clusters Score -104389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -104390.203125 Penalty: 2465.546143
	Iteration 27Q: 3 clusters Score -104390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -104391.992188 Penalty: 2465.546143
	Iteration 28Q: 3 clusters Score -104392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -104392.890625 Penalty: 2465.546143
	Iteration 29Q: 3 clusters Score -104392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -104393.671875 Penalty: 2465.546143
	Iteration 30Q: 3 clusters Score -104393.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -104394.093750 Penalty: 2465.546143
	Iteration 31Q: 3 clusters Score -104394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -104394.718750 Penalty: 2465.546143
	Iteration 32Q: 3 clusters Score -104394.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -104394.718750 Penalty: 2465.546143
	Iteration 33F: 3 clusters Score -104394.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Entering Unmasked Estep 
Score: -506808.656250 Penalty: 1482.794800
	Iteration 0F: 2 clusters Score -506808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -500166.937500 Penalty: 2965.589600
	Iteration 0F: 3 clusters Score -500166.9 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -502293.125000 Penalty: 2965.589600
	Iteration 1F: 3 clusters Score -502293.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -502571.593750 Penalty: 2965.589600
	Iteration 2F: 3 clusters Score -502571.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -502800.062500 Penalty: 2965.589600
	Iteration 3F: 3 clusters Score -502800.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -503024.468750 Penalty: 2965.589600
	Iteration 4Q: 3 clusters Score -503024.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -503255.937500 Penalty: 2965.589600
	Iteration 5Q: 3 clusters Score -503255.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -503501.343750 Penalty: 2965.589600
	Iteration 6Q: 3 clusters Score -503501.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -503792.656250 Penalty: 2965.589600
	Iteration 7Q: 3 clusters Score -503792.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -504117.406250 Penalty: 2965.589600
	Iteration 8Q: 3 clusters Score -504117.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -504443.406250 Penalty: 2965.589600
	Iteration 9Q: 3 clusters Score -504443.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -504695.781250 Penalty: 2965.589600
	Iteration 10Q: 3 clusters Score -504695.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -504896.062500 Penalty: 2965.589600
	Iteration 11Q: 3 clusters Score -504896.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -505031.843750 Penalty: 2965.589600
	Iteration 12Q: 3 clusters Score -505031.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -505147.343750 Penalty: 2965.589600
	Iteration 13Q: 3 clusters Score -505147.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -505259.000000 Penalty: 2965.589600
	Iteration 14Q: 3 clusters Score -505259 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -505363.843750 Penalty: 2965.589600
	Iteration 15Q: 3 clusters Score -505363.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -505444.312500 Penalty: 2965.589600
	Iteration 16Q: 3 clusters Score -505444.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -505513.343750 Penalty: 2965.589600
	Iteration 17Q: 3 clusters Score -505513.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -505560.062500 Penalty: 2965.589600
	Iteration 18Q: 3 clusters Score -505560.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -505594.656250 Penalty: 2965.589600
	Iteration 19Q: 3 clusters Score -505594.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -505617.093750 Penalty: 2965.589600
	Iteration 20F: 3 clusters Score -505617.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -505633.562500 Penalty: 2965.589600
	Iteration 21Q: 3 clusters Score -505633.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -505645.906250 Penalty: 2965.589600
	Iteration 22Q: 3 clusters Score -505645.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -505656.750000 Penalty: 2965.589600
	Iteration 23Q: 3 clusters Score -505656.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -505668.156250 Penalty: 2965.589600
	Iteration 24Q: 3 clusters Score -505668.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -505679.812500 Penalty: 2965.589600
	Iteration 25Q: 3 clusters Score -505679.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -505691.500000 Penalty: 2965.589600
	Iteration 26Q: 3 clusters Score -505691.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -505700.531250 Penalty: 2965.589600
	Iteration 27Q: 3 clusters Score -505700.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -505708.000000 Penalty: 2965.589600
	Iteration 28Q: 3 clusters Score -505708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -505712.218750 Penalty: 2965.589600
	Iteration 29Q: 3 clusters Score -505712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -505716.750000 Penalty: 2965.589600
	Iteration 30Q: 3 clusters Score -505716.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -505720.937500 Penalty: 2965.589600
	Iteration 31Q: 3 clusters Score -505720.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -505727.656250 Penalty: 2965.589600
	Iteration 32Q: 3 clusters Score -505727.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -505735.218750 Penalty: 2965.589600
	Iteration 33Q: 3 clusters Score -505735.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -505741.500000 Penalty: 2965.589600
	Iteration 34Q: 3 clusters Score -505741.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -505746.468750 Penalty: 2965.589600
	Iteration 35Q: 3 clusters Score -505746.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -505749.875000 Penalty: 2965.589600
	Iteration 36Q: 3 clusters Score -505749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -505753.843750 Penalty: 2965.589600
	Iteration 37Q: 3 clusters Score -505753.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -505758.625000 Penalty: 2965.589600
	Iteration 38Q: 3 clusters Score -505758.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -505763.281250 Penalty: 2965.589600
	Iteration 39Q: 3 clusters Score -505763.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -505766.843750 Penalty: 2965.589600
	Iteration 40F: 3 clusters Score -505766.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -505770.062500 Penalty: 2965.589600
	Iteration 41Q: 3 clusters Score -505770.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -505777.093750 Penalty: 2965.589600
	Iteration 42Q: 3 clusters Score -505777.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -505785.562500 Penalty: 2965.589600
	Iteration 43Q: 3 clusters Score -505785.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -505800.250000 Penalty: 2965.589600
	Iteration 44Q: 3 clusters Score -505800.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -505815.093750 Penalty: 2965.589600
	Iteration 45Q: 3 clusters Score -505815.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -505829.593750 Penalty: 2965.589600
	Iteration 46Q: 3 clusters Score -505829.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -505846.406250 Penalty: 2965.589600
	Iteration 47Q: 3 clusters Score -505846.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -505870.218750 Penalty: 2965.589600
	Iteration 48Q: 3 clusters Score -505870.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -505890.437500 Penalty: 2965.589600
	Iteration 49Q: 3 clusters Score -505890.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -505903.218750 Penalty: 2965.589600
	Iteration 50Q: 3 clusters Score -505903.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -505914.625000 Penalty: 2965.589600
	Iteration 51Q: 3 clusters Score -505914.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -505922.312500 Penalty: 2965.589600
	Iteration 52Q: 3 clusters Score -505922.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -505929.687500 Penalty: 2965.589600
	Iteration 53Q: 3 clusters Score -505929.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -505934.281250 Penalty: 2965.589600
	Iteration 54Q: 3 clusters Score -505934.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -505937.250000 Penalty: 2965.589600
	Iteration 55Q: 3 clusters Score -505937.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -505940.281250 Penalty: 2965.589600
	Iteration 56Q: 3 clusters Score -505940.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -505944.531250 Penalty: 2965.589600
	Iteration 57Q: 3 clusters Score -505944.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -505950.718750 Penalty: 2965.589600
	Iteration 58Q: 3 clusters Score -505950.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -505954.875000 Penalty: 2965.589600
	Iteration 59Q: 3 clusters Score -505954.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -505960.500000 Penalty: 2965.589600
	Iteration 60F: 3 clusters Score -505960.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -505966.968750 Penalty: 2965.589600
	Iteration 61Q: 3 clusters Score -505967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -505972.687500 Penalty: 2965.589600
	Iteration 62Q: 3 clusters Score -505972.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -505977.468750 Penalty: 2965.589600
	Iteration 63Q: 3 clusters Score -505977.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -505984.718750 Penalty: 2965.589600
	Iteration 64Q: 3 clusters Score -505984.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -505989.531250 Penalty: 2965.589600
	Iteration 65Q: 3 clusters Score -505989.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -505994.468750 Penalty: 2965.589600
	Iteration 66Q: 3 clusters Score -505994.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -505998.312500 Penalty: 2965.589600
	Iteration 67Q: 3 clusters Score -505998.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -506000.281250 Penalty: 2965.589600
	Iteration 68Q: 3 clusters Score -506000.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -506004.812500 Penalty: 2965.589600
	Iteration 69Q: 3 clusters Score -506004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -506005.937500 Penalty: 2965.589600
	Iteration 70Q: 3 clusters Score -506005.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -506009.593750 Penalty: 2965.589600
	Iteration 71Q: 3 clusters Score -506009.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -506011.562500 Penalty: 2965.589600
	Iteration 72Q: 3 clusters Score -506011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -506010.500000 Penalty: 2965.589600
	Iteration 73Q: 3 clusters Score -506010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -506012.031250 Penalty: 2965.589600
	Iteration 74Q: 3 clusters Score -506012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -506011.906250 Penalty: 2965.589600
	Iteration 75Q: 3 clusters Score -506011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -506014.406250 Penalty: 2965.589600
	Iteration 76Q: 3 clusters Score -506014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -506014.531250 Penalty: 2965.589600
	Iteration 77Q: 3 clusters Score -506014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -506015.218750 Penalty: 2965.589600
	Iteration 78Q: 3 clusters Score -506015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -506014.656250 Penalty: 2965.589600
	Iteration 79Q: 3 clusters Score -506014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -506014.437500 Penalty: 2965.589600
	Iteration 80F: 3 clusters Score -506014.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Entering Unmasked Estep 
Score: -590853.000000 Penalty: 1509.742310
	Iteration 0F: 2 clusters Score -590853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -583144.500000 Penalty: 3019.484619
	Iteration 0F: 3 clusters Score -583144.5 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -585710.562500 Penalty: 3019.484619
	Iteration 1F: 3 clusters Score -585710.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -585996.000000 Penalty: 3019.484619
	Iteration 2F: 3 clusters Score -585996 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -586237.687500 Penalty: 3019.484619
	Iteration 3F: 3 clusters Score -586237.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -586475.875000 Penalty: 3019.484619
	Iteration 4Q: 3 clusters Score -586475.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -586718.187500 Penalty: 3019.484619
	Iteration 5Q: 3 clusters Score -586718.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -587015.187500 Penalty: 3019.484619
	Iteration 6Q: 3 clusters Score -587015.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -587404.687500 Penalty: 3019.484619
	Iteration 7Q: 3 clusters Score -587404.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -587907.000000 Penalty: 3019.484619
	Iteration 8F: 3 clusters Score -587907 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -588421.750000 Penalty: 3019.484619
	Iteration 9Q: 3 clusters Score -588421.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -588846.312500 Penalty: 3019.484619
	Iteration 10Q: 3 clusters Score -588846.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -589136.187500 Penalty: 3019.484619
	Iteration 11Q: 3 clusters Score -589136.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -589321.375000 Penalty: 3019.484619
	Iteration 12Q: 3 clusters Score -589321.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -589437.375000 Penalty: 3019.484619
	Iteration 13Q: 3 clusters Score -589437.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -589521.812500 Penalty: 3019.484619
	Iteration 14Q: 3 clusters Score -589521.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -589572.812500 Penalty: 3019.484619
	Iteration 15Q: 3 clusters Score -589572.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -589614.562500 Penalty: 3019.484619
	Iteration 16Q: 3 clusters Score -589614.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -589639.937500 Penalty: 3019.484619
	Iteration 17Q: 3 clusters Score -589639.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -589665.937500 Penalty: 3019.484619
	Iteration 18Q: 3 clusters Score -589665.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -589687.062500 Penalty: 3019.484619
	Iteration 19Q: 3 clusters Score -589687.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -589707.687500 Penalty: 3019.484619
	Iteration 20F: 3 clusters Score -589707.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -589729.750000 Penalty: 3019.484619
	Iteration 21Q: 3 clusters Score -589729.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -589749.250000 Penalty: 3019.484619
	Iteration 22Q: 3 clusters Score -589749.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -589762.812500 Penalty: 3019.484619
	Iteration 23Q: 3 clusters Score -589762.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -589791.187500 Penalty: 3019.484619
	Iteration 24Q: 3 clusters Score -589791.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -589813.687500 Penalty: 3019.484619
	Iteration 25Q: 3 clusters Score -589813.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -589826.625000 Penalty: 3019.484619
	Iteration 26Q: 3 clusters Score -589826.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -589834.937500 Penalty: 3019.484619
	Iteration 27Q: 3 clusters Score -589834.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -589845.937500 Penalty: 3019.484619
	Iteration 28Q: 3 clusters Score -589845.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -589853.562500 Penalty: 3019.484619
	Iteration 29Q: 3 clusters Score -589853.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -589867.250000 Penalty: 3019.484619
	Iteration 30Q: 3 clusters Score -589867.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -589878.187500 Penalty: 3019.484619
	Iteration 31Q: 3 clusters Score -589878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -589889.062500 Penalty: 3019.484619
	Iteration 32Q: 3 clusters Score -589889.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -589899.250000 Penalty: 3019.484619
	Iteration 33Q: 3 clusters Score -589899.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -589902.875000 Penalty: 3019.484619
	Iteration 34Q: 3 clusters Score -589902.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -589907.625000 Penalty: 3019.484619
	Iteration 35Q: 3 clusters Score -589907.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -589912.250000 Penalty: 3019.484619
	Iteration 36Q: 3 clusters Score -589912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -589913.750000 Penalty: 3019.484619
	Iteration 37Q: 3 clusters Score -589913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -589916.500000 Penalty: 3019.484619
	Iteration 38Q: 3 clusters Score -589916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -589917.250000 Penalty: 3019.484619
	Iteration 39Q: 3 clusters Score -589917.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -589919.187500 Penalty: 3019.484619
	Iteration 40F: 3 clusters Score -589919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -589921.937500 Penalty: 3019.484619
	Iteration 41Q: 3 clusters Score -589921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -589922.125000 Penalty: 3019.484619
	Iteration 42Q: 3 clusters Score -589922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -589922.312500 Penalty: 3019.484619
	Iteration 43Q: 3 clusters Score -589922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -589923.312500 Penalty: 3019.484619
	Iteration 44Q: 3 clusters Score -589923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -589925.125000 Penalty: 3019.484619
	Iteration 45Q: 3 clusters Score -589925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -589924.750000 Penalty: 3019.484619
	Iteration 46Q: 3 clusters Score -589924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -589924.750000 Penalty: 3019.484619
	Iteration 47Q: 3 clusters Score -589924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -589924.750000 Penalty: 3019.484619
	Iteration 48F: 3 clusters Score -589924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Entering Unmasked Estep 
Score: -178129.453125 Penalty: 1311.826660
	Iteration 0F: 2 clusters Score -178129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -175282.781250 Penalty: 2623.653320
	Iteration 0F: 3 clusters Score -175282.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -176018.359375 Penalty: 2623.653320
	Iteration 1F: 3 clusters Score -176018.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -176218.203125 Penalty: 2623.653320
	Iteration 2F: 3 clusters Score -176218.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -176437.062500 Penalty: 2623.653320
	Iteration 3F: 3 clusters Score -176437.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -176772.031250 Penalty: 2623.653320
	Iteration 4F: 3 clusters Score -176772 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -177037.859375 Penalty: 2623.653320
	Iteration 5F: 3 clusters Score -177037.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -177244.984375 Penalty: 2623.653320
	Iteration 6F: 3 clusters Score -177245 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -177397.218750 Penalty: 2623.653320
	Iteration 7F: 3 clusters Score -177397.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -177485.437500 Penalty: 2623.653320
	Iteration 8Q: 3 clusters Score -177485.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -177537.734375 Penalty: 2623.653320
	Iteration 9Q: 3 clusters Score -177537.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -177556.359375 Penalty: 2623.653320
	Iteration 10Q: 3 clusters Score -177556.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -177567.562500 Penalty: 2623.653320
	Iteration 11Q: 3 clusters Score -177567.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -177576.109375 Penalty: 2623.653320
	Iteration 12Q: 3 clusters Score -177576.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -177585.781250 Penalty: 2623.653320
	Iteration 13Q: 3 clusters Score -177585.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -177594.015625 Penalty: 2623.653320
	Iteration 14Q: 3 clusters Score -177594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -177597.546875 Penalty: 2623.653320
	Iteration 15Q: 3 clusters Score -177597.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -177604.234375 Penalty: 2623.653320
	Iteration 16Q: 3 clusters Score -177604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -177608.140625 Penalty: 2623.653320
	Iteration 17Q: 3 clusters Score -177608.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -177611.484375 Penalty: 2623.653320
	Iteration 18Q: 3 clusters Score -177611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -177613.578125 Penalty: 2623.653320
	Iteration 19Q: 3 clusters Score -177613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -177614.171875 Penalty: 2623.653320
	Iteration 20F: 3 clusters Score -177614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -177614.953125 Penalty: 2623.653320
	Iteration 21Q: 3 clusters Score -177615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -177617.296875 Penalty: 2623.653320
	Iteration 22Q: 3 clusters Score -177617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -177619.156250 Penalty: 2623.653320
	Iteration 23Q: 3 clusters Score -177619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -177620.578125 Penalty: 2623.653320
	Iteration 24Q: 3 clusters Score -177620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -177622.734375 Penalty: 2623.653320
	Iteration 25Q: 3 clusters Score -177622.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -177625.359375 Penalty: 2623.653320
	Iteration 26Q: 3 clusters Score -177625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -177626.453125 Penalty: 2623.653320
	Iteration 27Q: 3 clusters Score -177626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -177628.484375 Penalty: 2623.653320
	Iteration 28Q: 3 clusters Score -177628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -177630.046875 Penalty: 2623.653320
	Iteration 29Q: 3 clusters Score -177630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -177630.359375 Penalty: 2623.653320
	Iteration 30Q: 3 clusters Score -177630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -177630.562500 Penalty: 2623.653320
	Iteration 31Q: 3 clusters Score -177630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -177630.562500 Penalty: 2623.653320
	Iteration 32F: 3 clusters Score -177630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Entering Unmasked Estep 
Score: -396536.000000 Penalty: 1450.537598
	Iteration 0F: 2 clusters Score -396536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -391076.531250 Penalty: 2901.075195
	Iteration 0F: 3 clusters Score -391076.5 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -393739.718750 Penalty: 2901.075195
	Iteration 1F: 3 clusters Score -393739.7 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -394949.312500 Penalty: 2901.075195
	Iteration 2F: 3 clusters Score -394949.3 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -395672.593750 Penalty: 2901.075195
	Iteration 3F: 3 clusters Score -395672.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -395992.875000 Penalty: 2901.075195
	Iteration 4F: 3 clusters Score -395992.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -396133.062500 Penalty: 2901.075195
	Iteration 5Q: 3 clusters Score -396133.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -396196.968750 Penalty: 2901.075195
	Iteration 6Q: 3 clusters Score -396197 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -396220.812500 Penalty: 2901.075195
	Iteration 7Q: 3 clusters Score -396220.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -396234.375000 Penalty: 2901.075195
	Iteration 8Q: 3 clusters Score -396234.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -396240.375000 Penalty: 2901.075195
	Iteration 9Q: 3 clusters Score -396240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -396241.343750 Penalty: 2901.075195
	Iteration 10Q: 3 clusters Score -396241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -396241.593750 Penalty: 2901.075195
	Iteration 11Q: 3 clusters Score -396241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -396241.843750 Penalty: 2901.075195
	Iteration 12Q: 3 clusters Score -396241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -396242.093750 Penalty: 2901.075195
	Iteration 13Q: 3 clusters Score -396242.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -396242.437500 Penalty: 2901.075195
	Iteration 14Q: 3 clusters Score -396242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -396241.968750 Penalty: 2901.075195
	Iteration 15Q: 3 clusters Score -396242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -396243.718750 Penalty: 2901.075195
	Iteration 16Q: 3 clusters Score -396243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -396244.000000 Penalty: 2901.075195
	Iteration 17Q: 3 clusters Score -396244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -396244.875000 Penalty: 2901.075195
	Iteration 18Q: 3 clusters Score -396244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -396245.843750 Penalty: 2901.075195
	Iteration 19Q: 3 clusters Score -396245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -396245.187500 Penalty: 2901.075195
	Iteration 20F: 3 clusters Score -396245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -396244.875000 Penalty: 2901.075195
	Iteration 21Q: 3 clusters Score -396244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -396245.812500 Penalty: 2901.075195
	Iteration 22Q: 3 clusters Score -396245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -396246.125000 Penalty: 2901.075195
	Iteration 23Q: 3 clusters Score -396246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -396246.218750 Penalty: 2901.075195
	Iteration 24Q: 3 clusters Score -396246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -396246.218750 Penalty: 2901.075195
	Iteration 25F: 3 clusters Score -396246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Entering Unmasked Estep 
Score: -294738.531250 Penalty: 1399.147217
	Iteration 0F: 2 clusters Score -294738.5 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 2783 members 
Entering Unmasked Estep 
Score: -290407.625000 Penalty: 2798.294434
	Iteration 0F: 3 clusters Score -290407.6 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -291736.218750 Penalty: 2798.294434
	Iteration 1F: 3 clusters Score -291736.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -292032.625000 Penalty: 2798.294434
	Iteration 2F: 3 clusters Score -292032.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -292269.625000 Penalty: 2798.294434
	Iteration 3F: 3 clusters Score -292269.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -292545.625000 Penalty: 2798.294434
	Iteration 4F: 3 clusters Score -292545.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -292896.562500 Penalty: 2798.294434
	Iteration 5F: 3 clusters Score -292896.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -293146.156250 Penalty: 2798.294434
	Iteration 6F: 3 clusters Score -293146.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -293320.531250 Penalty: 2798.294434
	Iteration 7Q: 3 clusters Score -293320.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -293431.531250 Penalty: 2798.294434
	Iteration 8Q: 3 clusters Score -293431.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -293505.062500 Penalty: 2798.294434
	Iteration 9Q: 3 clusters Score -293505.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -293565.687500 Penalty: 2798.294434
	Iteration 10Q: 3 clusters Score -293565.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -293619.250000 Penalty: 2798.294434
	Iteration 11Q: 3 clusters Score -293619.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -293659.156250 Penalty: 2798.294434
	Iteration 12Q: 3 clusters Score -293659.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -293700.718750 Penalty: 2798.294434
	Iteration 13Q: 3 clusters Score -293700.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -293748.718750 Penalty: 2798.294434
	Iteration 14Q: 3 clusters Score -293748.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -293785.781250 Penalty: 2798.294434
	Iteration 15Q: 3 clusters Score -293785.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -293811.468750 Penalty: 2798.294434
	Iteration 16Q: 3 clusters Score -293811.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -293825.281250 Penalty: 2798.294434
	Iteration 17Q: 3 clusters Score -293825.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -293833.906250 Penalty: 2798.294434
	Iteration 18Q: 3 clusters Score -293833.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -293841.906250 Penalty: 2798.294434
	Iteration 19Q: 3 clusters Score -293841.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -293848.562500 Penalty: 2798.294434
	Iteration 20F: 3 clusters Score -293848.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -293852.625000 Penalty: 2798.294434
	Iteration 21Q: 3 clusters Score -293852.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -293857.281250 Penalty: 2798.294434
	Iteration 22Q: 3 clusters Score -293857.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -293859.406250 Penalty: 2798.294434
	Iteration 23Q: 3 clusters Score -293859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -293860.093750 Penalty: 2798.294434
	Iteration 24Q: 3 clusters Score -293860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -293861.406250 Penalty: 2798.294434
	Iteration 25Q: 3 clusters Score -293861.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -293862.343750 Penalty: 2798.294434
	Iteration 26Q: 3 clusters Score -293862.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -293862.812500 Penalty: 2798.294434
	Iteration 27Q: 3 clusters Score -293862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -293863.250000 Penalty: 2798.294434
	Iteration 28Q: 3 clusters Score -293863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -293862.843750 Penalty: 2798.294434
	Iteration 29Q: 3 clusters Score -293862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -293863.000000 Penalty: 2798.294434
	Iteration 30Q: 3 clusters Score -293863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -293862.718750 Penalty: 2798.294434
	Iteration 31Q: 3 clusters Score -293862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -293863.343750 Penalty: 2798.294434
	Iteration 32Q: 3 clusters Score -293863.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -293863.343750 Penalty: 2798.294434
	Iteration 33F: 3 clusters Score -293863.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Entering Unmasked Estep 
Score: -2399832.750000 Penalty: 1728.142700
	Iteration 0F: 2 clusters Score -2399833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2371970.000000 Penalty: 3456.285400
	Iteration 0F: 3 clusters Score -2371970 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2382798.250000 Penalty: 3456.285400
	Iteration 1F: 3 clusters Score -2382798 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2383257.500000 Penalty: 3456.285400
	Iteration 2Q: 3 clusters Score -2383258 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2383795.750000 Penalty: 3456.285400
	Iteration 3Q: 3 clusters Score -2383796 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2384449.000000 Penalty: 3456.285400
	Iteration 4Q: 3 clusters Score -2384449 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2385242.500000 Penalty: 3456.285400
	Iteration 5Q: 3 clusters Score -2385242 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2386294.000000 Penalty: 3456.285400
	Iteration 6Q: 3 clusters Score -2386294 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2387786.000000 Penalty: 3456.285400
	Iteration 7F: 3 clusters Score -2387786 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2389661.750000 Penalty: 3456.285400
	Iteration 8F: 3 clusters Score -2389662 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2391721.750000 Penalty: 3456.285400
	Iteration 9F: 3 clusters Score -2391722 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2393558.250000 Penalty: 3456.285400
	Iteration 10F: 3 clusters Score -2393558 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2394791.000000 Penalty: 3456.285400
	Iteration 11Q: 3 clusters Score -2394791 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2395625.000000 Penalty: 3456.285400
	Iteration 12Q: 3 clusters Score -2395625 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2396227.500000 Penalty: 3456.285400
	Iteration 13Q: 3 clusters Score -2396228 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2396725.000000 Penalty: 3456.285400
	Iteration 14Q: 3 clusters Score -2396725 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2397089.000000 Penalty: 3456.285400
	Iteration 15Q: 3 clusters Score -2397089 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2397361.000000 Penalty: 3456.285400
	Iteration 16Q: 3 clusters Score -2397361 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2397582.000000 Penalty: 3456.285400
	Iteration 17Q: 3 clusters Score -2397582 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2397752.500000 Penalty: 3456.285400
	Iteration 18Q: 3 clusters Score -2397752 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2397901.750000 Penalty: 3456.285400
	Iteration 19Q: 3 clusters Score -2397902 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2398002.500000 Penalty: 3456.285400
	Iteration 20F: 3 clusters Score -2398002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2398083.250000 Penalty: 3456.285400
	Iteration 21Q: 3 clusters Score -2398083 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2398171.500000 Penalty: 3456.285400
	Iteration 22Q: 3 clusters Score -2398172 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2398254.000000 Penalty: 3456.285400
	Iteration 23Q: 3 clusters Score -2398254 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2398300.000000 Penalty: 3456.285400
	Iteration 24Q: 3 clusters Score -2398300 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2398335.000000 Penalty: 3456.285400
	Iteration 25Q: 3 clusters Score -2398335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2398367.750000 Penalty: 3456.285400
	Iteration 26Q: 3 clusters Score -2398368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2398379.750000 Penalty: 3456.285400
	Iteration 27Q: 3 clusters Score -2398380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2398396.250000 Penalty: 3456.285400
	Iteration 28Q: 3 clusters Score -2398396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2398416.000000 Penalty: 3456.285400
	Iteration 29Q: 3 clusters Score -2398416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2398422.000000 Penalty: 3456.285400
	Iteration 30Q: 3 clusters Score -2398422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2398429.750000 Penalty: 3456.285400
	Iteration 31Q: 3 clusters Score -2398430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2398428.000000 Penalty: 3456.285400
	Iteration 32Q: 3 clusters Score -2398428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2398435.500000 Penalty: 3456.285400
	Iteration 33Q: 3 clusters Score -2398436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2398433.500000 Penalty: 3456.285400
	Iteration 34Q: 3 clusters Score -2398434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2398439.500000 Penalty: 3456.285400
	Iteration 35Q: 3 clusters Score -2398440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2398442.250000 Penalty: 3456.285400
	Iteration 36Q: 3 clusters Score -2398442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2398442.500000 Penalty: 3456.285400
	Iteration 37Q: 3 clusters Score -2398442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2398440.000000 Penalty: 3456.285400
	Iteration 38Q: 3 clusters Score -2398440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2398444.000000 Penalty: 3456.285400
	Iteration 39Q: 3 clusters Score -2398444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2398445.500000 Penalty: 3456.285400
	Iteration 40F: 3 clusters Score -2398446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2398445.250000 Penalty: 3456.285400
	Iteration 41Q: 3 clusters Score -2398445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2398444.500000 Penalty: 3456.285400
	Iteration 42Q: 3 clusters Score -2398444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2398447.000000 Penalty: 3456.285400
	Iteration 43Q: 3 clusters Score -2398447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2398451.000000 Penalty: 3456.285400
	Iteration 44Q: 3 clusters Score -2398451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2398449.500000 Penalty: 3456.285400
	Iteration 45Q: 3 clusters Score -2398450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2398449.750000 Penalty: 3456.285400
	Iteration 46Q: 3 clusters Score -2398450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2398450.500000 Penalty: 3456.285400
	Iteration 47Q: 3 clusters Score -2398450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2398453.500000 Penalty: 3456.285400
	Iteration 48Q: 3 clusters Score -2398454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2398456.250000 Penalty: 3456.285400
	Iteration 49Q: 3 clusters Score -2398456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2398453.250000 Penalty: 3456.285400
	Iteration 50Q: 3 clusters Score -2398453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2398454.000000 Penalty: 3456.285400
	Iteration 51Q: 3 clusters Score -2398454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2398454.500000 Penalty: 3456.285400
	Iteration 52Q: 3 clusters Score -2398454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2398454.000000 Penalty: 3456.285400
	Iteration 53Q: 3 clusters Score -2398454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2398459.750000 Penalty: 3456.285400
	Iteration 54Q: 3 clusters Score -2398460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2398460.500000 Penalty: 3456.285400
	Iteration 55Q: 3 clusters Score -2398460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2398459.250000 Penalty: 3456.285400
	Iteration 56Q: 3 clusters Score -2398459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2398461.750000 Penalty: 3456.285400
	Iteration 57Q: 3 clusters Score -2398462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2398460.500000 Penalty: 3456.285400
	Iteration 58Q: 3 clusters Score -2398460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2398463.000000 Penalty: 3456.285400
	Iteration 59Q: 3 clusters Score -2398463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2398463.500000 Penalty: 3456.285400
	Iteration 60F: 3 clusters Score -2398464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2398465.000000 Penalty: 3456.285400
	Iteration 61Q: 3 clusters Score -2398465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2398467.750000 Penalty: 3456.285400
	Iteration 62Q: 3 clusters Score -2398468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2398467.250000 Penalty: 3456.285400
	Iteration 63Q: 3 clusters Score -2398467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2398468.500000 Penalty: 3456.285400
	Iteration 64Q: 3 clusters Score -2398468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2398471.000000 Penalty: 3456.285400
	Iteration 65Q: 3 clusters Score -2398471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2398471.000000 Penalty: 3456.285400
	Iteration 66F: 3 clusters Score -2398471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -241894.453125 Penalty: 1354.780273
	Iteration 0F: 2 clusters Score -241894.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -238452.468750 Penalty: 2709.560547
	Iteration 0F: 3 clusters Score -238452.5 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -239429.312500 Penalty: 2709.560547
	Iteration 1F: 3 clusters Score -239429.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -239600.234375 Penalty: 2709.560547
	Iteration 2F: 3 clusters Score -239600.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -239745.328125 Penalty: 2709.560547
	Iteration 3F: 3 clusters Score -239745.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -239893.968750 Penalty: 2709.560547
	Iteration 4F: 3 clusters Score -239894 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -240064.078125 Penalty: 2709.560547
	Iteration 5F: 3 clusters Score -240064.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -240240.187500 Penalty: 2709.560547
	Iteration 6F: 3 clusters Score -240240.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -240388.375000 Penalty: 2709.560547
	Iteration 7Q: 3 clusters Score -240388.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -240487.171875 Penalty: 2709.560547
	Iteration 8Q: 3 clusters Score -240487.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -240552.640625 Penalty: 2709.560547
	Iteration 9Q: 3 clusters Score -240552.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -240600.031250 Penalty: 2709.560547
	Iteration 10Q: 3 clusters Score -240600 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -240642.328125 Penalty: 2709.560547
	Iteration 11Q: 3 clusters Score -240642.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -240676.031250 Penalty: 2709.560547
	Iteration 12Q: 3 clusters Score -240676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -240698.703125 Penalty: 2709.560547
	Iteration 13Q: 3 clusters Score -240698.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -240713.687500 Penalty: 2709.560547
	Iteration 14Q: 3 clusters Score -240713.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -240729.859375 Penalty: 2709.560547
	Iteration 15Q: 3 clusters Score -240729.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -240741.312500 Penalty: 2709.560547
	Iteration 16Q: 3 clusters Score -240741.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -240754.781250 Penalty: 2709.560547
	Iteration 17Q: 3 clusters Score -240754.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -240767.109375 Penalty: 2709.560547
	Iteration 18Q: 3 clusters Score -240767.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -240780.531250 Penalty: 2709.560547
	Iteration 19Q: 3 clusters Score -240780.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -240797.140625 Penalty: 2709.560547
	Iteration 20F: 3 clusters Score -240797.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -240812.625000 Penalty: 2709.560547
	Iteration 21Q: 3 clusters Score -240812.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -240825.921875 Penalty: 2709.560547
	Iteration 22Q: 3 clusters Score -240825.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -240841.390625 Penalty: 2709.560547
	Iteration 23Q: 3 clusters Score -240841.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -240856.406250 Penalty: 2709.560547
	Iteration 24Q: 3 clusters Score -240856.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -240866.640625 Penalty: 2709.560547
	Iteration 25Q: 3 clusters Score -240866.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -240877.046875 Penalty: 2709.560547
	Iteration 26Q: 3 clusters Score -240877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -240892.562500 Penalty: 2709.560547
	Iteration 27Q: 3 clusters Score -240892.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -240902.390625 Penalty: 2709.560547
	Iteration 28Q: 3 clusters Score -240902.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -240914.328125 Penalty: 2709.560547
	Iteration 29Q: 3 clusters Score -240914.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -240926.734375 Penalty: 2709.560547
	Iteration 30Q: 3 clusters Score -240926.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -240936.343750 Penalty: 2709.560547
	Iteration 31Q: 3 clusters Score -240936.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -240947.531250 Penalty: 2709.560547
	Iteration 32Q: 3 clusters Score -240947.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -240957.109375 Penalty: 2709.560547
	Iteration 33Q: 3 clusters Score -240957.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -240964.953125 Penalty: 2709.560547
	Iteration 34Q: 3 clusters Score -240965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -240979.000000 Penalty: 2709.560547
	Iteration 35Q: 3 clusters Score -240979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -240997.265625 Penalty: 2709.560547
	Iteration 36Q: 3 clusters Score -240997.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -241014.687500 Penalty: 2709.560547
	Iteration 37Q: 3 clusters Score -241014.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -241029.421875 Penalty: 2709.560547
	Iteration 38Q: 3 clusters Score -241029.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -241043.062500 Penalty: 2709.560547
	Iteration 39Q: 3 clusters Score -241043.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -241055.546875 Penalty: 2709.560547
	Iteration 40F: 3 clusters Score -241055.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -241063.625000 Penalty: 2709.560547
	Iteration 41Q: 3 clusters Score -241063.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -241070.093750 Penalty: 2709.560547
	Iteration 42Q: 3 clusters Score -241070.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -241075.984375 Penalty: 2709.560547
	Iteration 43Q: 3 clusters Score -241076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -241081.171875 Penalty: 2709.560547
	Iteration 44Q: 3 clusters Score -241081.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -241090.343750 Penalty: 2709.560547
	Iteration 45Q: 3 clusters Score -241090.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -241096.187500 Penalty: 2709.560547
	Iteration 46Q: 3 clusters Score -241096.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -241100.796875 Penalty: 2709.560547
	Iteration 47Q: 3 clusters Score -241100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -241106.718750 Penalty: 2709.560547
	Iteration 48Q: 3 clusters Score -241106.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -241113.109375 Penalty: 2709.560547
	Iteration 49Q: 3 clusters Score -241113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -241119.828125 Penalty: 2709.560547
	Iteration 50Q: 3 clusters Score -241119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -241124.265625 Penalty: 2709.560547
	Iteration 51Q: 3 clusters Score -241124.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -241127.734375 Penalty: 2709.560547
	Iteration 52Q: 3 clusters Score -241127.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -241131.203125 Penalty: 2709.560547
	Iteration 53Q: 3 clusters Score -241131.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -241134.109375 Penalty: 2709.560547
	Iteration 54Q: 3 clusters Score -241134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -241135.703125 Penalty: 2709.560547
	Iteration 55Q: 3 clusters Score -241135.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -241137.000000 Penalty: 2709.560547
	Iteration 56Q: 3 clusters Score -241137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -241138.109375 Penalty: 2709.560547
	Iteration 57Q: 3 clusters Score -241138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -241138.796875 Penalty: 2709.560547
	Iteration 58Q: 3 clusters Score -241138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -241139.328125 Penalty: 2709.560547
	Iteration 59Q: 3 clusters Score -241139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -241139.328125 Penalty: 2709.560547
	Iteration 60F: 3 clusters Score -241139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -97646.093750 Penalty: 1230.197021
	Iteration 0F: 2 clusters Score -97646.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -95580.070312 Penalty: 2460.394043
	Iteration 0F: 3 clusters Score -95580.07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -96054.234375 Penalty: 2460.394043
	Iteration 1F: 3 clusters Score -96054.23 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -96224.773438 Penalty: 2460.394043
	Iteration 2F: 3 clusters Score -96224.77 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -96401.593750 Penalty: 2460.394043
	Iteration 3F: 3 clusters Score -96401.59 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -96627.320312 Penalty: 2460.394043
	Iteration 4F: 3 clusters Score -96627.32 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -96801.492188 Penalty: 2460.394043
	Iteration 5F: 3 clusters Score -96801.49 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -96938.312500 Penalty: 2460.394043
	Iteration 6Q: 3 clusters Score -96938.31 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -97041.375000 Penalty: 2460.394043
	Iteration 7Q: 3 clusters Score -97041.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -97100.226562 Penalty: 2460.394043
	Iteration 8Q: 3 clusters Score -97100.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -97134.515625 Penalty: 2460.394043
	Iteration 9Q: 3 clusters Score -97134.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -97163.554688 Penalty: 2460.394043
	Iteration 10Q: 3 clusters Score -97163.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -97177.281250 Penalty: 2460.394043
	Iteration 11Q: 3 clusters Score -97177.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -97190.734375 Penalty: 2460.394043
	Iteration 12Q: 3 clusters Score -97190.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -97198.601562 Penalty: 2460.394043
	Iteration 13Q: 3 clusters Score -97198.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -97205.476562 Penalty: 2460.394043
	Iteration 14Q: 3 clusters Score -97205.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -97208.445312 Penalty: 2460.394043
	Iteration 15Q: 3 clusters Score -97208.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -97210.226562 Penalty: 2460.394043
	Iteration 16Q: 3 clusters Score -97210.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -97211.570312 Penalty: 2460.394043
	Iteration 17Q: 3 clusters Score -97211.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -97211.812500 Penalty: 2460.394043
	Iteration 18Q: 3 clusters Score -97211.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -97211.812500 Penalty: 2460.394043
	Iteration 19F: 3 clusters Score -97211.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -138299.109375 Penalty: 1290.807007
	Iteration 0F: 2 clusters Score -138299.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -135716.250000 Penalty: 2581.614014
	Iteration 0F: 3 clusters Score -135716.2 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -136451.187500 Penalty: 2581.614014
	Iteration 1F: 3 clusters Score -136451.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -136704.156250 Penalty: 2581.614014
	Iteration 2F: 3 clusters Score -136704.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -136958.046875 Penalty: 2581.614014
	Iteration 3F: 3 clusters Score -136958 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -137230.750000 Penalty: 2581.614014
	Iteration 4F: 3 clusters Score -137230.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -137515.953125 Penalty: 2581.614014
	Iteration 5F: 3 clusters Score -137516 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -137847.562500 Penalty: 2581.614014
	Iteration 6F: 3 clusters Score -137847.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -138082.921875 Penalty: 2581.614014
	Iteration 7Q: 3 clusters Score -138082.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -138237.718750 Penalty: 2581.614014
	Iteration 8Q: 3 clusters Score -138237.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -138398.453125 Penalty: 2581.614014
	Iteration 9Q: 3 clusters Score -138398.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -138512.187500 Penalty: 2581.614014
	Iteration 10Q: 3 clusters Score -138512.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -138572.734375 Penalty: 2581.614014
	Iteration 11Q: 3 clusters Score -138572.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -138606.625000 Penalty: 2581.614014
	Iteration 12Q: 3 clusters Score -138606.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -138627.921875 Penalty: 2581.614014
	Iteration 13Q: 3 clusters Score -138627.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -138639.984375 Penalty: 2581.614014
	Iteration 14Q: 3 clusters Score -138640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -138649.500000 Penalty: 2581.614014
	Iteration 15Q: 3 clusters Score -138649.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138652.765625 Penalty: 2581.614014
	Iteration 16Q: 3 clusters Score -138652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -138655.078125 Penalty: 2581.614014
	Iteration 17Q: 3 clusters Score -138655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -138657.593750 Penalty: 2581.614014
	Iteration 18Q: 3 clusters Score -138657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -138663.343750 Penalty: 2581.614014
	Iteration 19Q: 3 clusters Score -138663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -138664.531250 Penalty: 2581.614014
	Iteration 20F: 3 clusters Score -138664.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -138665.156250 Penalty: 2581.614014
	Iteration 21Q: 3 clusters Score -138665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -138666.671875 Penalty: 2581.614014
	Iteration 22Q: 3 clusters Score -138666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -138670.437500 Penalty: 2581.614014
	Iteration 23Q: 3 clusters Score -138670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -138671.578125 Penalty: 2581.614014
	Iteration 24Q: 3 clusters Score -138671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -138671.578125 Penalty: 2581.614014
	Iteration 25F: 3 clusters Score -138671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 110976 members 
Mstep: Class 5 contains 39018 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 17357 members 
Mstep: Class 9 contains 17098 members 
Mstep: Class 10 contains 18788 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 9737 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 3475 members 
Mstep: Class 15 contains 17850 members 
Mstep: Class 16 contains 100512 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 5487 members 
Mstep: Class 24 contains 41553 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1940 members 
Mstep: Class 27 contains 1937 members 
Mstep: Class 28 contains 138580 members 
Mstep: Class 29 contains 4821 members 
Mstep: Class 30 contains 2420 members 
Mstep: Class 31 contains 880 members 
Entering Unmasked Estep 
Score: -34133904.000000 Penalty: 67216.164062
Splitting cluster 27 changes total score from -34118532.000000 to -34133904.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 110976 members 
Mstep: Class 5 contains 39018 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 17357 members 
Mstep: Class 9 contains 17098 members 
Mstep: Class 10 contains 18788 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 9737 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 3475 members 
Mstep: Class 15 contains 17850 members 
Mstep: Class 16 contains 100512 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 5487 members 
Mstep: Class 24 contains 41553 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1940 members 
Mstep: Class 27 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34139148.000000 Penalty: 67216.164062
Iteration 79Q: 32 clusters Score -3.413915e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 109930 members 
Mstep: Class 5 contains 39426 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 17910 members 
Mstep: Class 9 contains 17107 members 
Mstep: Class 10 contains 19045 members 
Mstep: Class 11 contains 13128 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 14050 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 17883 members 
Mstep: Class 16 contains 100704 members 
Mstep: Class 17 contains 8874 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 9296 members 
Mstep: Class 20 contains 11204 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7537 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 42020 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1911 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 136285 members 
Mstep: Class 29 contains 4588 members 
Mstep: Class 30 contains 2308 members 
Mstep: Class 31 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34141948.000000 Penalty: 67216.164062
Iteration 80F: 32 clusters Score -3.414195e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 109039 members 
Mstep: Class 5 contains 39557 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 17877 members 
Mstep: Class 9 contains 17049 members 
Mstep: Class 10 contains 18926 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 10269 members 
Mstep: Class 13 contains 13889 members 
Mstep: Class 14 contains 3798 members 
Mstep: Class 15 contains 17865 members 
Mstep: Class 16 contains 100654 members 
Mstep: Class 17 contains 8880 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 11151 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 7521 members 
Mstep: Class 23 contains 5503 members 
Mstep: Class 24 contains 41955 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 1975 members 
Mstep: Class 28 contains 137011 members 
Mstep: Class 29 contains 4738 members 
Mstep: Class 30 contains 2371 members 
Mstep: Class 31 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34143456.000000 Penalty: 67216.164062
Iteration 81Q: 32 clusters Score -3.414346e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 108498 members 
Mstep: Class 5 contains 39632 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 5604 members 
Mstep: Class 8 contains 17850 members 
Mstep: Class 9 contains 17049 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 13129 members 
Mstep: Class 12 contains 10433 members 
Mstep: Class 13 contains 13825 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 17848 members 
Mstep: Class 16 contains 100539 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 20 contains 11130 members 
Mstep: Class 21 contains 3205 members 
Mstep: Class 22 contains 7496 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 41960 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1904 members 
Mstep: Class 27 contains 1939 members 
Mstep: Class 28 contains 137367 members 
Mstep: Class 29 contains 4816 members 
Mstep: Class 30 contains 2409 members 
Mstep: Class 31 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144000.000000 Penalty: 67216.164062
Iteration 82Q: 32 clusters Score -3.4144e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 108064 members 
Mstep: Class 5 contains 39696 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 5752 members 
Mstep: Class 8 contains 17808 members 
Mstep: Class 9 contains 17081 members 
Mstep: Class 10 contains 18719 members 
Mstep: Class 11 contains 13144 members 
Mstep: Class 12 contains 10567 members 
Mstep: Class 13 contains 13775 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 17819 members 
Mstep: Class 16 contains 100437 members 
Mstep: Class 17 contains 8958 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 9353 members 
Mstep: Class 20 contains 11117 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7473 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 41960 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1900 members 
Mstep: Class 27 contains 1917 members 
Mstep: Class 28 contains 137646 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2442 members 
Mstep: Class 31 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144220.000000 Penalty: 67216.164062
Iteration 83Q: 32 clusters Score -3.414422e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 107727 members 
Mstep: Class 5 contains 39739 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 5915 members 
Mstep: Class 8 contains 17750 members 
Mstep: Class 9 contains 17105 members 
Mstep: Class 10 contains 18642 members 
Mstep: Class 11 contains 13145 members 
Mstep: Class 12 contains 10717 members 
Mstep: Class 13 contains 13728 members 
Mstep: Class 14 contains 4012 members 
Mstep: Class 15 contains 17798 members 
Mstep: Class 16 contains 100291 members 
Mstep: Class 17 contains 9006 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 9362 members 
Mstep: Class 20 contains 11089 members 
Mstep: Class 21 contains 3205 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 5521 members 
Mstep: Class 24 contains 41958 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1898 members 
Mstep: Class 27 contains 1892 members 
Mstep: Class 28 contains 137900 members 
Mstep: Class 29 contains 4897 members 
Mstep: Class 30 contains 2455 members 
Mstep: Class 31 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144552.000000 Penalty: 67216.164062
Iteration 84Q: 32 clusters Score -3.414455e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 107440 members 
Mstep: Class 5 contains 39766 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 6084 members 
Mstep: Class 8 contains 17694 members 
Mstep: Class 9 contains 17110 members 
Mstep: Class 10 contains 18576 members 
Mstep: Class 11 contains 13155 members 
Mstep: Class 12 contains 10836 members 
Mstep: Class 13 contains 13718 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 17788 members 
Mstep: Class 16 contains 100112 members 
Mstep: Class 17 contains 9065 members 
Mstep: Class 18 contains 1972 members 
Mstep: Class 19 contains 9366 members 
Mstep: Class 20 contains 11098 members 
Mstep: Class 21 contains 3205 members 
Mstep: Class 22 contains 7439 members 
Mstep: Class 23 contains 5522 members 
Mstep: Class 24 contains 41961 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1903 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 138084 members 
Mstep: Class 29 contains 4925 members 
Mstep: Class 30 contains 2470 members 
Mstep: Class 31 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144796.000000 Penalty: 67216.164062
Iteration 85Q: 32 clusters Score -3.41448e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1832 members 
Mstep: Class 4 contains 107207 members 
Mstep: Class 5 contains 39793 members 
Mstep: Class 6 contains 2993 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 17648 members 
Mstep: Class 9 contains 17114 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 13175 members 
Mstep: Class 12 contains 10955 members 
Mstep: Class 13 contains 13695 members 
Mstep: Class 14 contains 4075 members 
Mstep: Class 15 contains 17777 members 
Mstep: Class 16 contains 99978 members 
Mstep: Class 17 contains 9115 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 9357 members 
Mstep: Class 20 contains 11105 members 
Mstep: Class 21 contains 3203 members 
Mstep: Class 22 contains 7424 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 41984 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 1882 members 
Mstep: Class 28 contains 138221 members 
Mstep: Class 29 contains 4951 members 
Mstep: Class 30 contains 2477 members 
Mstep: Class 31 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34144956.000000 Penalty: 67216.164062
Iteration 86Q: 32 clusters Score -3.414496e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2822 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 107028 members 
Mstep: Class 5 contains 39810 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 17590 members 
Mstep: Class 9 contains 17117 members 
Mstep: Class 10 contains 18501 members 
Mstep: Class 11 contains 13184 members 
Mstep: Class 12 contains 11074 members 
Mstep: Class 13 contains 13681 members 
Mstep: Class 14 contains 4104 members 
Mstep: Class 15 contains 17778 members 
Mstep: Class 16 contains 99863 members 
Mstep: Class 17 contains 9160 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 9350 members 
Mstep: Class 20 contains 11100 members 
Mstep: Class 21 contains 3199 members 
Mstep: Class 22 contains 7413 members 
Mstep: Class 23 contains 5541 members 
Mstep: Class 24 contains 41977 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 1897 members 
Mstep: Class 28 contains 138321 members 
Mstep: Class 29 contains 4982 members 
Mstep: Class 30 contains 2470 members 
Mstep: Class 31 contains 935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145100.000000 Penalty: 67216.164062
Iteration 87Q: 32 clusters Score -3.41451e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2820 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 106886 members 
Mstep: Class 5 contains 39826 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 17531 members 
Mstep: Class 9 contains 17123 members 
Mstep: Class 10 contains 18472 members 
Mstep: Class 11 contains 13189 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 13663 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 17780 members 
Mstep: Class 16 contains 99726 members 
Mstep: Class 17 contains 9196 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 9349 members 
Mstep: Class 20 contains 11087 members 
Mstep: Class 21 contains 3198 members 
Mstep: Class 22 contains 7406 members 
Mstep: Class 23 contains 5545 members 
Mstep: Class 24 contains 41990 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 1915 members 
Mstep: Class 28 contains 138405 members 
Mstep: Class 29 contains 5003 members 
Mstep: Class 30 contains 2468 members 
Mstep: Class 31 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145220.000000 Penalty: 67216.164062
Iteration 88Q: 32 clusters Score -3.414522e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2822 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 106760 members 
Mstep: Class 5 contains 39841 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 6575 members 
Mstep: Class 8 contains 17473 members 
Mstep: Class 9 contains 17125 members 
Mstep: Class 10 contains 18448 members 
Mstep: Class 11 contains 13184 members 
Mstep: Class 12 contains 11312 members 
Mstep: Class 13 contains 13676 members 
Mstep: Class 14 contains 4130 members 
Mstep: Class 15 contains 17775 members 
Mstep: Class 16 contains 99578 members 
Mstep: Class 17 contains 9226 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 9342 members 
Mstep: Class 20 contains 11086 members 
Mstep: Class 21 contains 3198 members 
Mstep: Class 22 contains 7393 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 41991 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 1925 members 
Mstep: Class 28 contains 138465 members 
Mstep: Class 29 contains 5025 members 
Mstep: Class 30 contains 2471 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145256.000000 Penalty: 67216.164062
Iteration 89Q: 32 clusters Score -3.414526e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2819 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 106637 members 
Mstep: Class 5 contains 39853 members 
Mstep: Class 6 contains 2876 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 17419 members 
Mstep: Class 9 contains 17132 members 
Mstep: Class 10 contains 18401 members 
Mstep: Class 11 contains 13175 members 
Mstep: Class 12 contains 11413 members 
Mstep: Class 13 contains 13689 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 17774 members 
Mstep: Class 16 contains 99436 members 
Mstep: Class 17 contains 9266 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 11092 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 7380 members 
Mstep: Class 23 contains 5553 members 
Mstep: Class 24 contains 42017 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1904 members 
Mstep: Class 27 contains 1942 members 
Mstep: Class 28 contains 138526 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 2465 members 
Mstep: Class 31 contains 941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145368.000000 Penalty: 67216.164062
Iteration 90Q: 32 clusters Score -3.414537e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2819 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 106538 members 
Mstep: Class 5 contains 39869 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 7 contains 6776 members 
Mstep: Class 8 contains 17367 members 
Mstep: Class 9 contains 17123 members 
Mstep: Class 10 contains 18383 members 
Mstep: Class 11 contains 13171 members 
Mstep: Class 12 contains 11501 members 
Mstep: Class 13 contains 13696 members 
Mstep: Class 14 contains 4145 members 
Mstep: Class 15 contains 17771 members 
Mstep: Class 16 contains 99280 members 
Mstep: Class 17 contains 9304 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 9327 members 
Mstep: Class 20 contains 11088 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 7369 members 
Mstep: Class 23 contains 5553 members 
Mstep: Class 24 contains 42052 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1902 members 
Mstep: Class 27 contains 1969 members 
Mstep: Class 28 contains 138591 members 
Mstep: Class 29 contains 5080 members 
Mstep: Class 30 contains 2461 members 
Mstep: Class 31 contains 941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145472.000000 Penalty: 67216.164062
Iteration 91Q: 32 clusters Score -3.414547e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 106445 members 
Mstep: Class 5 contains 39874 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 6858 members 
Mstep: Class 8 contains 17310 members 
Mstep: Class 9 contains 17123 members 
Mstep: Class 10 contains 18378 members 
Mstep: Class 11 contains 13168 members 
Mstep: Class 12 contains 11578 members 
Mstep: Class 13 contains 13698 members 
Mstep: Class 14 contains 4147 members 
Mstep: Class 15 contains 17767 members 
Mstep: Class 16 contains 99156 members 
Mstep: Class 17 contains 9330 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 9317 members 
Mstep: Class 20 contains 11088 members 
Mstep: Class 21 contains 3196 members 
Mstep: Class 22 contains 7360 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 42071 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1901 members 
Mstep: Class 27 contains 1996 members 
Mstep: Class 28 contains 138655 members 
Mstep: Class 29 contains 5105 members 
Mstep: Class 30 contains 2459 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145548.000000 Penalty: 67216.164062
Iteration 92Q: 32 clusters Score -3.414555e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 106363 members 
Mstep: Class 5 contains 39887 members 
Mstep: Class 6 contains 2832 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 17233 members 
Mstep: Class 9 contains 17127 members 
Mstep: Class 10 contains 18380 members 
Mstep: Class 11 contains 13162 members 
Mstep: Class 12 contains 11655 members 
Mstep: Class 13 contains 13697 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 17766 members 
Mstep: Class 16 contains 99010 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 9328 members 
Mstep: Class 20 contains 11082 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 7352 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 42103 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1903 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 138698 members 
Mstep: Class 29 contains 5125 members 
Mstep: Class 30 contains 2451 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145572.000000 Penalty: 67216.164062
Iteration 93Q: 32 clusters Score -3.414557e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 106270 members 
Mstep: Class 5 contains 39906 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 17163 members 
Mstep: Class 9 contains 17123 members 
Mstep: Class 10 contains 18375 members 
Mstep: Class 11 contains 13152 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 13695 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 17758 members 
Mstep: Class 16 contains 98886 members 
Mstep: Class 17 contains 9403 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 11076 members 
Mstep: Class 21 contains 3193 members 
Mstep: Class 22 contains 7347 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 42129 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1904 members 
Mstep: Class 27 contains 2012 members 
Mstep: Class 28 contains 138747 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 2449 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145744.000000 Penalty: 67216.164062
Iteration 94Q: 32 clusters Score -3.414574e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 106188 members 
Mstep: Class 5 contains 39929 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 7156 members 
Mstep: Class 8 contains 17098 members 
Mstep: Class 9 contains 17118 members 
Mstep: Class 10 contains 18362 members 
Mstep: Class 11 contains 13145 members 
Mstep: Class 12 contains 11806 members 
Mstep: Class 13 contains 13690 members 
Mstep: Class 14 contains 4153 members 
Mstep: Class 15 contains 17758 members 
Mstep: Class 16 contains 98769 members 
Mstep: Class 17 contains 9433 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 11069 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 7343 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 42137 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 2020 members 
Mstep: Class 28 contains 138799 members 
Mstep: Class 29 contains 5150 members 
Mstep: Class 30 contains 2447 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145724.000000 Penalty: 67216.164062
Iteration 95Q: 32 clusters Score -3.414572e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 106113 members 
Mstep: Class 5 contains 39953 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 7249 members 
Mstep: Class 8 contains 17055 members 
Mstep: Class 9 contains 17110 members 
Mstep: Class 10 contains 18330 members 
Mstep: Class 11 contains 13140 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 13 contains 13697 members 
Mstep: Class 14 contains 4153 members 
Mstep: Class 15 contains 17758 members 
Mstep: Class 16 contains 98653 members 
Mstep: Class 17 contains 9452 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 11061 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 7336 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 42154 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 2025 members 
Mstep: Class 28 contains 138841 members 
Mstep: Class 29 contains 5162 members 
Mstep: Class 30 contains 2447 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145760.000000 Penalty: 67216.164062
Iteration 96Q: 32 clusters Score -3.414576e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 106052 members 
Mstep: Class 5 contains 39971 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 7332 members 
Mstep: Class 8 contains 17005 members 
Mstep: Class 9 contains 17100 members 
Mstep: Class 10 contains 18313 members 
Mstep: Class 11 contains 13143 members 
Mstep: Class 12 contains 11947 members 
Mstep: Class 13 contains 13703 members 
Mstep: Class 14 contains 4154 members 
Mstep: Class 15 contains 17749 members 
Mstep: Class 16 contains 98542 members 
Mstep: Class 17 contains 9462 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 20 contains 11060 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 7330 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 42180 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1904 members 
Mstep: Class 27 contains 2040 members 
Mstep: Class 28 contains 138874 members 
Mstep: Class 29 contains 5173 members 
Mstep: Class 30 contains 2444 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145816.000000 Penalty: 67216.164062
Iteration 97Q: 32 clusters Score -3.414582e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 106009 members 
Mstep: Class 5 contains 39986 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 7394 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 18290 members 
Mstep: Class 11 contains 13132 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 13707 members 
Mstep: Class 14 contains 4160 members 
Mstep: Class 15 contains 17748 members 
Mstep: Class 16 contains 98408 members 
Mstep: Class 17 contains 9481 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 11069 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 7325 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 42209 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1903 members 
Mstep: Class 27 contains 2040 members 
Mstep: Class 28 contains 138897 members 
Mstep: Class 29 contains 5181 members 
Mstep: Class 30 contains 2443 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145828.000000 Penalty: 67216.164062
Iteration 98Q: 32 clusters Score -3.414583e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 105964 members 
Mstep: Class 5 contains 40000 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 7444 members 
Mstep: Class 8 contains 16924 members 
Mstep: Class 9 contains 17095 members 
Mstep: Class 10 contains 18268 members 
Mstep: Class 11 contains 13124 members 
Mstep: Class 12 contains 12162 members 
Mstep: Class 13 contains 13706 members 
Mstep: Class 14 contains 4163 members 
Mstep: Class 15 contains 17744 members 
Mstep: Class 16 contains 98253 members 
Mstep: Class 17 contains 9493 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 11079 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 5578 members 
Mstep: Class 24 contains 42227 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1902 members 
Mstep: Class 27 contains 2046 members 
Mstep: Class 28 contains 138926 members 
Mstep: Class 29 contains 5192 members 
Mstep: Class 30 contains 2440 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145904.000000 Penalty: 67216.164062
Iteration 99Q: 32 clusters Score -3.41459e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 105916 members 
Mstep: Class 5 contains 40008 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 7509 members 
Mstep: Class 8 contains 16889 members 
Mstep: Class 9 contains 17110 members 
Mstep: Class 10 contains 18250 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12261 members 
Mstep: Class 13 contains 13708 members 
Mstep: Class 14 contains 4165 members 
Mstep: Class 15 contains 17742 members 
Mstep: Class 16 contains 98106 members 
Mstep: Class 17 contains 9505 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 9323 members 
Mstep: Class 20 contains 11077 members 
Mstep: Class 21 contains 3196 members 
Mstep: Class 22 contains 7317 members 
Mstep: Class 23 contains 5578 members 
Mstep: Class 24 contains 42219 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1902 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 138959 members 
Mstep: Class 29 contains 5213 members 
Mstep: Class 30 contains 2439 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145948.000000 Penalty: 67216.164062
Iteration 100F: 32 clusters Score -3.414595e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 105875 members 
Mstep: Class 5 contains 40020 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 7569 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 17118 members 
Mstep: Class 10 contains 18226 members 
Mstep: Class 11 contains 13105 members 
Mstep: Class 12 contains 12379 members 
Mstep: Class 13 contains 13701 members 
Mstep: Class 14 contains 4166 members 
Mstep: Class 15 contains 17736 members 
Mstep: Class 16 contains 97946 members 
Mstep: Class 17 contains 9521 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 11079 members 
Mstep: Class 21 contains 3197 members 
Mstep: Class 22 contains 7313 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 42221 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1903 members 
Mstep: Class 27 contains 2067 members 
Mstep: Class 28 contains 138995 members 
Mstep: Class 29 contains 5227 members 
Mstep: Class 30 contains 2439 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145932.000000 Penalty: 67216.164062
Iteration 101Q: 32 clusters Score -3.414593e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 105826 members 
Mstep: Class 5 contains 40030 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 7628 members 
Mstep: Class 8 contains 16845 members 
Mstep: Class 9 contains 17130 members 
Mstep: Class 10 contains 18203 members 
Mstep: Class 11 contains 13098 members 
Mstep: Class 12 contains 12492 members 
Mstep: Class 13 contains 13701 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 17730 members 
Mstep: Class 16 contains 97802 members 
Mstep: Class 17 contains 9539 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 11072 members 
Mstep: Class 21 contains 3198 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 42218 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1902 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 139025 members 
Mstep: Class 29 contains 5237 members 
Mstep: Class 30 contains 2436 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34145996.000000 Penalty: 67216.164062
Iteration 102Q: 32 clusters Score -3.4146e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2817 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 105789 members 
Mstep: Class 5 contains 40036 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 7684 members 
Mstep: Class 8 contains 16841 members 
Mstep: Class 9 contains 17129 members 
Mstep: Class 10 contains 18173 members 
Mstep: Class 11 contains 13089 members 
Mstep: Class 12 contains 12619 members 
Mstep: Class 13 contains 13705 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 17727 members 
Mstep: Class 16 contains 97634 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 20 contains 11069 members 
Mstep: Class 21 contains 3199 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 42211 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1901 members 
Mstep: Class 27 contains 2095 members 
Mstep: Class 28 contains 139054 members 
Mstep: Class 29 contains 5248 members 
Mstep: Class 30 contains 2438 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146040.000000 Penalty: 67216.164062
Iteration 103Q: 32 clusters Score -3.414604e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2818 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 105744 members 
Mstep: Class 5 contains 40044 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 7736 members 
Mstep: Class 8 contains 16838 members 
Mstep: Class 9 contains 17123 members 
Mstep: Class 10 contains 18168 members 
Mstep: Class 11 contains 13080 members 
Mstep: Class 12 contains 12740 members 
Mstep: Class 13 contains 13705 members 
Mstep: Class 14 contains 4169 members 
Mstep: Class 15 contains 17729 members 
Mstep: Class 16 contains 97459 members 
Mstep: Class 17 contains 9574 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 9351 members 
Mstep: Class 20 contains 11071 members 
Mstep: Class 21 contains 3200 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 42212 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 1901 members 
Mstep: Class 27 contains 2107 members 
Mstep: Class 28 contains 139060 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 2437 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146156.000000 Penalty: 67216.164062
Iteration 104Q: 32 clusters Score -3.414616e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 105706 members 
Mstep: Class 5 contains 40044 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 7791 members 
Mstep: Class 8 contains 16832 members 
Mstep: Class 9 contains 17125 members 
Mstep: Class 10 contains 18151 members 
Mstep: Class 11 contains 13071 members 
Mstep: Class 12 contains 12866 members 
Mstep: Class 13 contains 13708 members 
Mstep: Class 14 contains 4171 members 
Mstep: Class 15 contains 17733 members 
Mstep: Class 16 contains 97292 members 
Mstep: Class 17 contains 9606 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9367 members 
Mstep: Class 20 contains 11075 members 
Mstep: Class 21 contains 3201 members 
Mstep: Class 22 contains 7293 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 42208 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 1902 members 
Mstep: Class 27 contains 2114 members 
Mstep: Class 28 contains 139053 members 
Mstep: Class 29 contains 5271 members 
Mstep: Class 30 contains 2433 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146276.000000 Penalty: 67216.164062
Iteration 105Q: 32 clusters Score -3.414628e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2817 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 105675 members 
Mstep: Class 5 contains 40048 members 
Mstep: Class 6 contains 2741 members 
Mstep: Class 7 contains 7837 members 
Mstep: Class 8 contains 16819 members 
Mstep: Class 9 contains 17134 members 
Mstep: Class 10 contains 18127 members 
Mstep: Class 11 contains 13057 members 
Mstep: Class 12 contains 13000 members 
Mstep: Class 13 contains 13711 members 
Mstep: Class 14 contains 4174 members 
Mstep: Class 15 contains 17733 members 
Mstep: Class 16 contains 97097 members 
Mstep: Class 17 contains 9631 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9383 members 
Mstep: Class 20 contains 11082 members 
Mstep: Class 21 contains 3204 members 
Mstep: Class 22 contains 7291 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 42213 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 1902 members 
Mstep: Class 27 contains 2117 members 
Mstep: Class 28 contains 139060 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 2433 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146304.000000 Penalty: 67216.164062
Iteration 106Q: 32 clusters Score -3.41463e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2818 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 105650 members 
Mstep: Class 5 contains 40053 members 
Mstep: Class 6 contains 2733 members 
Mstep: Class 7 contains 7875 members 
Mstep: Class 8 contains 16824 members 
Mstep: Class 9 contains 17139 members 
Mstep: Class 10 contains 18102 members 
Mstep: Class 11 contains 13043 members 
Mstep: Class 12 contains 13167 members 
Mstep: Class 13 contains 13717 members 
Mstep: Class 14 contains 4182 members 
Mstep: Class 15 contains 17736 members 
Mstep: Class 16 contains 96863 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9390 members 
Mstep: Class 20 contains 11091 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 7289 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 42215 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1903 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 139064 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 2433 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146372.000000 Penalty: 67216.164062
Iteration 107Q: 32 clusters Score -3.414637e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2820 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 105622 members 
Mstep: Class 5 contains 40062 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 7910 members 
Mstep: Class 8 contains 16833 members 
Mstep: Class 9 contains 17151 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 13038 members 
Mstep: Class 12 contains 13328 members 
Mstep: Class 13 contains 13723 members 
Mstep: Class 14 contains 4192 members 
Mstep: Class 15 contains 17736 members 
Mstep: Class 16 contains 96619 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9396 members 
Mstep: Class 20 contains 11093 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 7290 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 42230 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1903 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 139061 members 
Mstep: Class 29 contains 5303 members 
Mstep: Class 30 contains 2429 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146396.000000 Penalty: 67216.164062
Iteration 108Q: 32 clusters Score -3.41464e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2820 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 105605 members 
Mstep: Class 5 contains 40068 members 
Mstep: Class 6 contains 2721 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 16825 members 
Mstep: Class 9 contains 17157 members 
Mstep: Class 10 contains 18063 members 
Mstep: Class 11 contains 13035 members 
Mstep: Class 12 contains 13506 members 
Mstep: Class 13 contains 13723 members 
Mstep: Class 14 contains 4198 members 
Mstep: Class 15 contains 17733 members 
Mstep: Class 16 contains 96384 members 
Mstep: Class 17 contains 9716 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9401 members 
Mstep: Class 20 contains 11097 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 7289 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 42234 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1904 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 139064 members 
Mstep: Class 29 contains 5316 members 
Mstep: Class 30 contains 2428 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146468.000000 Penalty: 67216.164062
Iteration 109Q: 32 clusters Score -3.414647e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2819 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 105589 members 
Mstep: Class 5 contains 40077 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 7971 members 
Mstep: Class 8 contains 16812 members 
Mstep: Class 9 contains 17176 members 
Mstep: Class 10 contains 18053 members 
Mstep: Class 11 contains 13024 members 
Mstep: Class 12 contains 13694 members 
Mstep: Class 13 contains 13723 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 15 contains 17732 members 
Mstep: Class 16 contains 96132 members 
Mstep: Class 17 contains 9726 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 9408 members 
Mstep: Class 20 contains 11105 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 7289 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 42256 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 139068 members 
Mstep: Class 29 contains 5329 members 
Mstep: Class 30 contains 2426 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146592.000000 Penalty: 67216.164062
Iteration 110Q: 32 clusters Score -3.414659e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2819 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 105556 members 
Mstep: Class 5 contains 40095 members 
Mstep: Class 6 contains 2711 members 
Mstep: Class 7 contains 7996 members 
Mstep: Class 8 contains 16796 members 
Mstep: Class 9 contains 17203 members 
Mstep: Class 10 contains 18059 members 
Mstep: Class 11 contains 13015 members 
Mstep: Class 12 contains 13891 members 
Mstep: Class 13 contains 13729 members 
Mstep: Class 14 contains 4198 members 
Mstep: Class 15 contains 17731 members 
Mstep: Class 16 contains 95853 members 
Mstep: Class 17 contains 9744 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 11106 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 7285 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 42270 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 2133 members 
Mstep: Class 28 contains 139082 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 2426 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146648.000000 Penalty: 67216.164062
Iteration 111Q: 32 clusters Score -3.414665e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2820 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 105528 members 
Mstep: Class 5 contains 40116 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 16772 members 
Mstep: Class 9 contains 17232 members 
Mstep: Class 10 contains 18053 members 
Mstep: Class 11 contains 13009 members 
Mstep: Class 12 contains 14086 members 
Mstep: Class 13 contains 13732 members 
Mstep: Class 14 contains 4197 members 
Mstep: Class 15 contains 17729 members 
Mstep: Class 16 contains 95609 members 
Mstep: Class 17 contains 9767 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 11115 members 
Mstep: Class 21 contains 3208 members 
Mstep: Class 22 contains 7285 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 42265 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2132 members 
Mstep: Class 28 contains 139081 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146716.000000 Penalty: 67216.164062
Iteration 112Q: 32 clusters Score -3.414672e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 105504 members 
Mstep: Class 5 contains 40132 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 8061 members 
Mstep: Class 8 contains 16748 members 
Mstep: Class 9 contains 17250 members 
Mstep: Class 10 contains 18038 members 
Mstep: Class 11 contains 13000 members 
Mstep: Class 12 contains 14263 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 17726 members 
Mstep: Class 16 contains 95364 members 
Mstep: Class 17 contains 9796 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 9436 members 
Mstep: Class 20 contains 11124 members 
Mstep: Class 21 contains 3208 members 
Mstep: Class 22 contains 7284 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 42266 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2134 members 
Mstep: Class 28 contains 139092 members 
Mstep: Class 29 contains 5360 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 32 clusters Score -3.414681e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 105485 members 
Mstep: Class 5 contains 40146 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 8084 members 
Mstep: Class 8 contains 16727 members 
Mstep: Class 9 contains 17267 members 
Mstep: Class 10 contains 18033 members 
Mstep: Class 11 contains 12990 members 
Mstep: Class 12 contains 14412 members 
Mstep: Class 13 contains 13733 members 
Mstep: Class 14 contains 4198 members 
Mstep: Class 15 contains 17726 members 
Mstep: Class 16 contains 95160 members 
Mstep: Class 17 contains 9825 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 9447 members 
Mstep: Class 20 contains 11126 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 7282 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 42262 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2135 members 
Mstep: Class 28 contains 139099 members 
Mstep: Class 29 contains 5372 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146896.000000 Penalty: 67216.164062
Iteration 114Q: 32 clusters Score -3.41469e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105474 members 
Mstep: Class 5 contains 40165 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 8119 members 
Mstep: Class 8 contains 16707 members 
Mstep: Class 9 contains 17262 members 
Mstep: Class 10 contains 18029 members 
Mstep: Class 11 contains 12982 members 
Mstep: Class 12 contains 14548 members 
Mstep: Class 13 contains 13729 members 
Mstep: Class 14 contains 4197 members 
Mstep: Class 15 contains 17725 members 
Mstep: Class 16 contains 94990 members 
Mstep: Class 17 contains 9848 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 9460 members 
Mstep: Class 20 contains 11122 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 42243 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 139099 members 
Mstep: Class 29 contains 5392 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146928.000000 Penalty: 67216.164062
Iteration 115Q: 32 clusters Score -3.414693e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 105463 members 
Mstep: Class 5 contains 40183 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 16689 members 
Mstep: Class 9 contains 17270 members 
Mstep: Class 10 contains 18003 members 
Mstep: Class 11 contains 12972 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 13731 members 
Mstep: Class 14 contains 4201 members 
Mstep: Class 15 contains 17726 members 
Mstep: Class 16 contains 94836 members 
Mstep: Class 17 contains 9876 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 11126 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 7279 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 42217 members 
Mstep: Class 25 contains 4176 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 139098 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146920.000000 Penalty: 67216.164062
Iteration 116Q: 32 clusters Score -3.414692e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 105450 members 
Mstep: Class 5 contains 40203 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 8167 members 
Mstep: Class 8 contains 16658 members 
Mstep: Class 9 contains 17273 members 
Mstep: Class 10 contains 17997 members 
Mstep: Class 11 contains 12962 members 
Mstep: Class 12 contains 14806 members 
Mstep: Class 13 contains 13730 members 
Mstep: Class 14 contains 4202 members 
Mstep: Class 15 contains 17726 members 
Mstep: Class 16 contains 94682 members 
Mstep: Class 17 contains 9904 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 9500 members 
Mstep: Class 20 contains 11132 members 
Mstep: Class 21 contains 3210 members 
Mstep: Class 22 contains 7279 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 42181 members 
Mstep: Class 25 contains 4174 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 139105 members 
Mstep: Class 29 contains 5406 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146932.000000 Penalty: 67216.164062
Iteration 117Q: 32 clusters Score -3.414693e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 105431 members 
Mstep: Class 5 contains 40217 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 8197 members 
Mstep: Class 8 contains 16629 members 
Mstep: Class 9 contains 17278 members 
Mstep: Class 10 contains 17986 members 
Mstep: Class 11 contains 12951 members 
Mstep: Class 12 contains 14919 members 
Mstep: Class 13 contains 13731 members 
Mstep: Class 14 contains 4211 members 
Mstep: Class 15 contains 17722 members 
Mstep: Class 16 contains 94550 members 
Mstep: Class 17 contains 9930 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9526 members 
Mstep: Class 20 contains 11129 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 7279 members 
Mstep: Class 23 contains 5585 members 
Mstep: Class 24 contains 42162 members 
Mstep: Class 25 contains 4173 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 139104 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 2425 members 
Mstep: Class 31 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147040.000000 Penalty: 67216.164062
Iteration 118Q: 32 clusters Score -3.414704e+07 nChanged 471
Entering ConstructFrom: 
Score: -34147040.000000 Penalty: 67216.164062
Entering ConstructFrom: 
Trying to split cluster 1 (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: -316980.406250 Penalty: 1400.033203
	Iteration 0F: 2 clusters Score -316980.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -312666.812500 Penalty: 2800.066406
	Iteration 0F: 3 clusters Score -312666.8 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -313856.375000 Penalty: 2800.066406
	Iteration 1F: 3 clusters Score -313856.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -314117.968750 Penalty: 2800.066406
	Iteration 2F: 3 clusters Score -314118 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -314365.625000 Penalty: 2800.066406
	Iteration 3F: 3 clusters Score -314365.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -314643.125000 Penalty: 2800.066406
	Iteration 4F: 3 clusters Score -314643.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -314935.687500 Penalty: 2800.066406
	Iteration 5F: 3 clusters Score -314935.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -315250.656250 Penalty: 2800.066406
	Iteration 6F: 3 clusters Score -315250.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -315480.718750 Penalty: 2800.066406
	Iteration 7F: 3 clusters Score -315480.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -315648.593750 Penalty: 2800.066406
	Iteration 8Q: 3 clusters Score -315648.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -315735.687500 Penalty: 2800.066406
	Iteration 9Q: 3 clusters Score -315735.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -315814.937500 Penalty: 2800.066406
	Iteration 10Q: 3 clusters Score -315814.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -315882.875000 Penalty: 2800.066406
	Iteration 11Q: 3 clusters Score -315882.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -315946.343750 Penalty: 2800.066406
	Iteration 12Q: 3 clusters Score -315946.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -316015.062500 Penalty: 2800.066406
	Iteration 13Q: 3 clusters Score -316015.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -316065.062500 Penalty: 2800.066406
	Iteration 14Q: 3 clusters Score -316065.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -316112.187500 Penalty: 2800.066406
	Iteration 15Q: 3 clusters Score -316112.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -316160.718750 Penalty: 2800.066406
	Iteration 16Q: 3 clusters Score -316160.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -316198.937500 Penalty: 2800.066406
	Iteration 17Q: 3 clusters Score -316198.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -316227.156250 Penalty: 2800.066406
	Iteration 18Q: 3 clusters Score -316227.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -316249.125000 Penalty: 2800.066406
	Iteration 19Q: 3 clusters Score -316249.1 nChanged 46
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: -316269.000000 Penalty: 2800.066406
	Iteration 20F: 3 clusters Score -316269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -316291.187500 Penalty: 2800.066406
	Iteration 21Q: 3 clusters Score -316291.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -316308.843750 Penalty: 2800.066406
	Iteration 22Q: 3 clusters Score -316308.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -316322.281250 Penalty: 2800.066406
	Iteration 23Q: 3 clusters Score -316322.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -316330.406250 Penalty: 2800.066406
	Iteration 24Q: 3 clusters Score -316330.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -316336.781250 Penalty: 2800.066406
	Iteration 25Q: 3 clusters Score -316336.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -316344.156250 Penalty: 2800.066406
	Iteration 26Q: 3 clusters Score -316344.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -316349.906250 Penalty: 2800.066406
	Iteration 27Q: 3 clusters Score -316349.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -316354.062500 Penalty: 2800.066406
	Iteration 28Q: 3 clusters Score -316354.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -316356.750000 Penalty: 2800.066406
	Iteration 29Q: 3 clusters Score -316356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -316357.468750 Penalty: 2800.066406
	Iteration 30Q: 3 clusters Score -316357.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -316358.531250 Penalty: 2800.066406
	Iteration 31Q: 3 clusters Score -316358.5 nChanged 4
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: -316360.000000 Penalty: 2800.066406
	Iteration 32Q: 3 clusters Score -316360 nChanged 4
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: -316360.500000 Penalty: 2800.066406
	Iteration 33Q: 3 clusters Score -316360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -316360.593750 Penalty: 2800.066406
	Iteration 34Q: 3 clusters Score -316360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -316360.593750 Penalty: 2800.066406
	Iteration 35Q: 3 clusters Score -316360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -316361.218750 Penalty: 2800.066406
	Iteration 36Q: 3 clusters Score -316361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -316361.218750 Penalty: 2800.066406
	Iteration 37F: 3 clusters Score -316361.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -153722.625000 Penalty: 1291.152710
	Iteration 0F: 2 clusters Score -153722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -151092.250000 Penalty: 2582.305420
	Iteration 0F: 3 clusters Score -151092.2 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -151725.687500 Penalty: 2582.305420
	Iteration 1F: 3 clusters Score -151725.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -151911.578125 Penalty: 2582.305420
	Iteration 2F: 3 clusters Score -151911.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -152126.218750 Penalty: 2582.305420
	Iteration 3F: 3 clusters Score -152126.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -152414.250000 Penalty: 2582.305420
	Iteration 4F: 3 clusters Score -152414.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -152831.750000 Penalty: 2582.305420
	Iteration 5F: 3 clusters Score -152831.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -153251.375000 Penalty: 2582.305420
	Iteration 6F: 3 clusters Score -153251.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -153483.312500 Penalty: 2582.305420
	Iteration 7F: 3 clusters Score -153483.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -153578.468750 Penalty: 2582.305420
	Iteration 8Q: 3 clusters Score -153578.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -153619.625000 Penalty: 2582.305420
	Iteration 9Q: 3 clusters Score -153619.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -153642.734375 Penalty: 2582.305420
	Iteration 10Q: 3 clusters Score -153642.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -153663.562500 Penalty: 2582.305420
	Iteration 11Q: 3 clusters Score -153663.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -153683.359375 Penalty: 2582.305420
	Iteration 12Q: 3 clusters Score -153683.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -153712.015625 Penalty: 2582.305420
	Iteration 13Q: 3 clusters Score -153712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -153727.843750 Penalty: 2582.305420
	Iteration 14Q: 3 clusters Score -153727.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -153747.765625 Penalty: 2582.305420
	Iteration 15Q: 3 clusters Score -153747.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -153757.468750 Penalty: 2582.305420
	Iteration 16Q: 3 clusters Score -153757.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -153764.843750 Penalty: 2582.305420
	Iteration 17Q: 3 clusters Score -153764.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -153768.609375 Penalty: 2582.305420
	Iteration 18Q: 3 clusters Score -153768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -153770.421875 Penalty: 2582.305420
	Iteration 19Q: 3 clusters Score -153770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -153770.921875 Penalty: 2582.305420
	Iteration 20F: 3 clusters Score -153770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -153772.015625 Penalty: 2582.305420
	Iteration 21Q: 3 clusters Score -153772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -153772.093750 Penalty: 2582.305420
	Iteration 22Q: 3 clusters Score -153772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -153772.093750 Penalty: 2582.305420
	Iteration 23F: 3 clusters Score -153772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105416 members 
Mstep: Class 5 contains 40233 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 16585 members 
Mstep: Class 9 contains 17281 members 
Mstep: Class 10 contains 17993 members 
Mstep: Class 11 contains 12931 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4215 members 
Mstep: Class 15 contains 17720 members 
Mstep: Class 16 contains 94415 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9559 members 
Mstep: Class 20 contains 11125 members 
Mstep: Class 21 contains 3212 members 
Mstep: Class 22 contains 7276 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 42121 members 
Mstep: Class 25 contains 4172 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 139112 members 
Mstep: Class 29 contains 5425 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 938 members 
Mstep: Class 32 contains 1401 members 
Entering Unmasked Estep 
Score: -34146144.000000 Penalty: 69384.421875
Splitting cluster 2 changes total score from -34147040.000000 to -34146144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -99034.023438 Penalty: 1219.194946
	Iteration 0F: 2 clusters Score -99034.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -97073.367188 Penalty: 2438.389893
	Iteration 0F: 3 clusters Score -97073.37 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97463.593750 Penalty: 2438.389893
	Iteration 1F: 3 clusters Score -97463.59 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -97542.625000 Penalty: 2438.389893
	Iteration 2F: 3 clusters Score -97542.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -97598.117188 Penalty: 2438.389893
	Iteration 3Q: 3 clusters Score -97598.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -97632.937500 Penalty: 2438.389893
	Iteration 4Q: 3 clusters Score -97632.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -97664.312500 Penalty: 2438.389893
	Iteration 5Q: 3 clusters Score -97664.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -97687.914062 Penalty: 2438.389893
	Iteration 6Q: 3 clusters Score -97687.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -97707.031250 Penalty: 2438.389893
	Iteration 7Q: 3 clusters Score -97707.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -97730.632812 Penalty: 2438.389893
	Iteration 8Q: 3 clusters Score -97730.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -97752.484375 Penalty: 2438.389893
	Iteration 9Q: 3 clusters Score -97752.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -97772.476562 Penalty: 2438.389893
	Iteration 10Q: 3 clusters Score -97772.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -97787.757812 Penalty: 2438.389893
	Iteration 11Q: 3 clusters Score -97787.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -97803.148438 Penalty: 2438.389893
	Iteration 12Q: 3 clusters Score -97803.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -97820.906250 Penalty: 2438.389893
	Iteration 13Q: 3 clusters Score -97820.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -97839.679688 Penalty: 2438.389893
	Iteration 14Q: 3 clusters Score -97839.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -97850.390625 Penalty: 2438.389893
	Iteration 15Q: 3 clusters Score -97850.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -97860.125000 Penalty: 2438.389893
	Iteration 16Q: 3 clusters Score -97860.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -97867.335938 Penalty: 2438.389893
	Iteration 17Q: 3 clusters Score -97867.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -97875.453125 Penalty: 2438.389893
	Iteration 18Q: 3 clusters Score -97875.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -97883.281250 Penalty: 2438.389893
	Iteration 19Q: 3 clusters Score -97883.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -97893.273438 Penalty: 2438.389893
	Iteration 20F: 3 clusters Score -97893.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -97901.976562 Penalty: 2438.389893
	Iteration 21Q: 3 clusters Score -97901.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -97910.953125 Penalty: 2438.389893
	Iteration 22Q: 3 clusters Score -97910.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -97916.023438 Penalty: 2438.389893
	Iteration 23Q: 3 clusters Score -97916.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -97920.320312 Penalty: 2438.389893
	Iteration 24Q: 3 clusters Score -97920.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -97924.664062 Penalty: 2438.389893
	Iteration 25Q: 3 clusters Score -97924.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -97929.718750 Penalty: 2438.389893
	Iteration 26Q: 3 clusters Score -97929.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -97936.617188 Penalty: 2438.389893
	Iteration 27Q: 3 clusters Score -97936.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -97941.156250 Penalty: 2438.389893
	Iteration 28Q: 3 clusters Score -97941.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -97943.882812 Penalty: 2438.389893
	Iteration 29Q: 3 clusters Score -97943.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -97946.578125 Penalty: 2438.389893
	Iteration 30Q: 3 clusters Score -97946.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -97947.804688 Penalty: 2438.389893
	Iteration 31Q: 3 clusters Score -97947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -97949.414062 Penalty: 2438.389893
	Iteration 32Q: 3 clusters Score -97949.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -97950.625000 Penalty: 2438.389893
	Iteration 33Q: 3 clusters Score -97950.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -97954.757812 Penalty: 2438.389893
	Iteration 34Q: 3 clusters Score -97954.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -97957.273438 Penalty: 2438.389893
	Iteration 35Q: 3 clusters Score -97957.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -97958.804688 Penalty: 2438.389893
	Iteration 36Q: 3 clusters Score -97958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -97960.773438 Penalty: 2438.389893
	Iteration 37Q: 3 clusters Score -97960.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -97962.296875 Penalty: 2438.389893
	Iteration 38Q: 3 clusters Score -97962.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -97964.906250 Penalty: 2438.389893
	Iteration 39Q: 3 clusters Score -97964.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -97967.085938 Penalty: 2438.389893
	Iteration 40F: 3 clusters Score -97967.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -97968.062500 Penalty: 2438.389893
	Iteration 41Q: 3 clusters Score -97968.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -97968.796875 Penalty: 2438.389893
	Iteration 42Q: 3 clusters Score -97968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -97969.093750 Penalty: 2438.389893
	Iteration 43Q: 3 clusters Score -97969.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -97969.093750 Penalty: 2438.389893
	Iteration 44F: 3 clusters Score -97969.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (105416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Entering Unmasked Estep 
Score: -6289431.500000 Penalty: 1879.421387
	Iteration 0F: 2 clusters Score -6289432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -6218849.500000 Penalty: 3758.842773
	Iteration 0F: 3 clusters Score -6218850 nChanged 50632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -6248220.500000 Penalty: 3758.842773
	Iteration 1F: 3 clusters Score -6248220 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6248877.500000 Penalty: 3758.842773
	Iteration 2Q: 3 clusters Score -6248878 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -6249611.500000 Penalty: 3758.842773
	Iteration 3Q: 3 clusters Score -6249612 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -6250660.500000 Penalty: 3758.842773
	Iteration 4Q: 3 clusters Score -6250660 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -6252194.500000 Penalty: 3758.842773
	Iteration 5Q: 3 clusters Score -6252194 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -6254732.000000 Penalty: 3758.842773
	Iteration 6Q: 3 clusters Score -6254732 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -6258812.500000 Penalty: 3758.842773
	Iteration 7F: 3 clusters Score -6258812 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -6265001.000000 Penalty: 3758.842773
	Iteration 8F: 3 clusters Score -6265001 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87854 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -6272735.000000 Penalty: 3758.842773
	Iteration 9F: 3 clusters Score -6272735 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -6279671.000000 Penalty: 3758.842773
	Iteration 10F: 3 clusters Score -6279671 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99834 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -6283975.000000 Penalty: 3758.842773
	Iteration 11Q: 3 clusters Score -6283975 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6286085.500000 Penalty: 3758.842773
	Iteration 12Q: 3 clusters Score -6286086 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103290 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6287014.000000 Penalty: 3758.842773
	Iteration 13Q: 3 clusters Score -6287014 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6287429.000000 Penalty: 3758.842773
	Iteration 14Q: 3 clusters Score -6287429 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6287632.000000 Penalty: 3758.842773
	Iteration 15Q: 3 clusters Score -6287632 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6287741.000000 Penalty: 3758.842773
	Iteration 16Q: 3 clusters Score -6287741 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104383 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6287804.500000 Penalty: 3758.842773
	Iteration 17Q: 3 clusters Score -6287804 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6287848.500000 Penalty: 3758.842773
	Iteration 18Q: 3 clusters Score -6287848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104494 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6287868.500000 Penalty: 3758.842773
	Iteration 19Q: 3 clusters Score -6287868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6287876.000000 Penalty: 3758.842773
	Iteration 20F: 3 clusters Score -6287876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6287899.500000 Penalty: 3758.842773
	Iteration 21Q: 3 clusters Score -6287900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6287912.000000 Penalty: 3758.842773
	Iteration 22Q: 3 clusters Score -6287912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104609 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6287919.000000 Penalty: 3758.842773
	Iteration 23Q: 3 clusters Score -6287919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6287914.500000 Penalty: 3758.842773
	Iteration 24Q: 3 clusters Score -6287914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6287920.500000 Penalty: 3758.842773
	Iteration 25Q: 3 clusters Score -6287920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104651 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6287919.500000 Penalty: 3758.842773
	Iteration 26Q: 3 clusters Score -6287920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6287931.000000 Penalty: 3758.842773
	Iteration 27Q: 3 clusters Score -6287931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104671 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6287930.000000 Penalty: 3758.842773
	Iteration 28Q: 3 clusters Score -6287930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6287930.000000 Penalty: 3758.842773
	Iteration 29Q: 3 clusters Score -6287930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6287935.500000 Penalty: 3758.842773
	Iteration 30Q: 3 clusters Score -6287936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6287941.000000 Penalty: 3758.842773
	Iteration 31Q: 3 clusters Score -6287941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104688 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6287935.500000 Penalty: 3758.842773
	Iteration 32Q: 3 clusters Score -6287936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104689 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6287935.500000 Penalty: 3758.842773
	Iteration 33Q: 3 clusters Score -6287936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6287940.000000 Penalty: 3758.842773
	Iteration 34Q: 3 clusters Score -6287940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6287940.000000 Penalty: 3758.842773
	Iteration 35F: 3 clusters Score -6287940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Entering Unmasked Estep 
Score: -2338248.250000 Penalty: 1722.896973
	Iteration 0F: 2 clusters Score -2338248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2311240.250000 Penalty: 3445.793945
	Iteration 0F: 3 clusters Score -2311240 nChanged 18841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2322287.000000 Penalty: 3445.793945
	Iteration 1F: 3 clusters Score -2322287 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2323388.000000 Penalty: 3445.793945
	Iteration 2F: 3 clusters Score -2323388 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2324970.000000 Penalty: 3445.793945
	Iteration 3F: 3 clusters Score -2324970 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -2327001.000000 Penalty: 3445.793945
	Iteration 4F: 3 clusters Score -2327001 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -2329018.250000 Penalty: 3445.793945
	Iteration 5F: 3 clusters Score -2329018 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -2330688.250000 Penalty: 3445.793945
	Iteration 6F: 3 clusters Score -2330688 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -2331828.250000 Penalty: 3445.793945
	Iteration 7Q: 3 clusters Score -2331828 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -2332630.750000 Penalty: 3445.793945
	Iteration 8Q: 3 clusters Score -2332631 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -2333377.750000 Penalty: 3445.793945
	Iteration 9Q: 3 clusters Score -2333378 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -2334047.250000 Penalty: 3445.793945
	Iteration 10Q: 3 clusters Score -2334047 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -2334695.750000 Penalty: 3445.793945
	Iteration 11Q: 3 clusters Score -2334696 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -2335324.250000 Penalty: 3445.793945
	Iteration 12Q: 3 clusters Score -2335324 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -2335859.750000 Penalty: 3445.793945
	Iteration 13Q: 3 clusters Score -2335860 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -2336229.750000 Penalty: 3445.793945
	Iteration 14Q: 3 clusters Score -2336230 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -2336440.750000 Penalty: 3445.793945
	Iteration 15Q: 3 clusters Score -2336441 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -2336576.750000 Penalty: 3445.793945
	Iteration 16Q: 3 clusters Score -2336577 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -2336668.000000 Penalty: 3445.793945
	Iteration 17Q: 3 clusters Score -2336668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -2336732.250000 Penalty: 3445.793945
	Iteration 18Q: 3 clusters Score -2336732 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -2336800.500000 Penalty: 3445.793945
	Iteration 19Q: 3 clusters Score -2336800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -2336848.750000 Penalty: 3445.793945
	Iteration 20F: 3 clusters Score -2336849 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -2336888.500000 Penalty: 3445.793945
	Iteration 21Q: 3 clusters Score -2336888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -2336931.500000 Penalty: 3445.793945
	Iteration 22Q: 3 clusters Score -2336932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -2336960.250000 Penalty: 3445.793945
	Iteration 23Q: 3 clusters Score -2336960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -2336987.500000 Penalty: 3445.793945
	Iteration 24Q: 3 clusters Score -2336988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -2337008.000000 Penalty: 3445.793945
	Iteration 25Q: 3 clusters Score -2337008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -2337023.000000 Penalty: 3445.793945
	Iteration 26Q: 3 clusters Score -2337023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -2337029.000000 Penalty: 3445.793945
	Iteration 27Q: 3 clusters Score -2337029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -2337037.750000 Penalty: 3445.793945
	Iteration 28Q: 3 clusters Score -2337038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -2337037.750000 Penalty: 3445.793945
	Iteration 29Q: 3 clusters Score -2337038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -2337039.000000 Penalty: 3445.793945
	Iteration 30Q: 3 clusters Score -2337039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -2337041.500000 Penalty: 3445.793945
	Iteration 31Q: 3 clusters Score -2337042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -2337046.750000 Penalty: 3445.793945
	Iteration 32Q: 3 clusters Score -2337047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -2337047.250000 Penalty: 3445.793945
	Iteration 33Q: 3 clusters Score -2337047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -2337055.250000 Penalty: 3445.793945
	Iteration 34Q: 3 clusters Score -2337055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -2337055.500000 Penalty: 3445.793945
	Iteration 35Q: 3 clusters Score -2337056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -2337058.500000 Penalty: 3445.793945
	Iteration 36Q: 3 clusters Score -2337058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -2337063.500000 Penalty: 3445.793945
	Iteration 37Q: 3 clusters Score -2337064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -2337063.750000 Penalty: 3445.793945
	Iteration 38Q: 3 clusters Score -2337064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -2337069.750000 Penalty: 3445.793945
	Iteration 39Q: 3 clusters Score -2337070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -2337066.250000 Penalty: 3445.793945
	Iteration 40F: 3 clusters Score -2337066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -2337066.500000 Penalty: 3445.793945
	Iteration 41Q: 3 clusters Score -2337066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -2337066.500000 Penalty: 3445.793945
	Iteration 42F: 3 clusters Score -2337066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -118342.585938 Penalty: 1283.008301
	Iteration 0F: 2 clusters Score -118342.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -115881.992188 Penalty: 2566.016602
	Iteration 0F: 3 clusters Score -115882 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -116676.921875 Penalty: 2566.016602
	Iteration 1F: 3 clusters Score -116676.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -117042.523438 Penalty: 2566.016602
	Iteration 2F: 3 clusters Score -117042.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -117249.976562 Penalty: 2566.016602
	Iteration 3F: 3 clusters Score -117250 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -117430.812500 Penalty: 2566.016602
	Iteration 4F: 3 clusters Score -117430.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -117581.343750 Penalty: 2566.016602
	Iteration 5F: 3 clusters Score -117581.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -117668.820312 Penalty: 2566.016602
	Iteration 6Q: 3 clusters Score -117668.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -117713.617188 Penalty: 2566.016602
	Iteration 7Q: 3 clusters Score -117713.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -117760.234375 Penalty: 2566.016602
	Iteration 8Q: 3 clusters Score -117760.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -117794.070312 Penalty: 2566.016602
	Iteration 9Q: 3 clusters Score -117794.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -117810.765625 Penalty: 2566.016602
	Iteration 10Q: 3 clusters Score -117810.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -117823.632812 Penalty: 2566.016602
	Iteration 11Q: 3 clusters Score -117823.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -117827.757812 Penalty: 2566.016602
	Iteration 12Q: 3 clusters Score -117827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -117829.312500 Penalty: 2566.016602
	Iteration 13Q: 3 clusters Score -117829.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -117834.718750 Penalty: 2566.016602
	Iteration 14Q: 3 clusters Score -117834.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -117839.031250 Penalty: 2566.016602
	Iteration 15Q: 3 clusters Score -117839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -117843.992188 Penalty: 2566.016602
	Iteration 16Q: 3 clusters Score -117844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -117852.367188 Penalty: 2566.016602
	Iteration 17Q: 3 clusters Score -117852.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -117859.484375 Penalty: 2566.016602
	Iteration 18Q: 3 clusters Score -117859.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -117873.359375 Penalty: 2566.016602
	Iteration 19Q: 3 clusters Score -117873.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -117900.726562 Penalty: 2566.016602
	Iteration 20F: 3 clusters Score -117900.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -117923.898438 Penalty: 2566.016602
	Iteration 21Q: 3 clusters Score -117923.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -117949.554688 Penalty: 2566.016602
	Iteration 22Q: 3 clusters Score -117949.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -117968.867188 Penalty: 2566.016602
	Iteration 23Q: 3 clusters Score -117968.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -117979.851562 Penalty: 2566.016602
	Iteration 24Q: 3 clusters Score -117979.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -117993.015625 Penalty: 2566.016602
	Iteration 25Q: 3 clusters Score -117993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -118007.750000 Penalty: 2566.016602
	Iteration 26Q: 3 clusters Score -118007.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -118014.726562 Penalty: 2566.016602
	Iteration 27Q: 3 clusters Score -118014.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -118019.796875 Penalty: 2566.016602
	Iteration 28Q: 3 clusters Score -118019.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -118024.945312 Penalty: 2566.016602
	Iteration 29Q: 3 clusters Score -118024.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -118029.484375 Penalty: 2566.016602
	Iteration 30Q: 3 clusters Score -118029.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -118035.046875 Penalty: 2566.016602
	Iteration 31Q: 3 clusters Score -118035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -118040.796875 Penalty: 2566.016602
	Iteration 32Q: 3 clusters Score -118040.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -118045.367188 Penalty: 2566.016602
	Iteration 33Q: 3 clusters Score -118045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -118049.820312 Penalty: 2566.016602
	Iteration 34Q: 3 clusters Score -118049.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -118055.453125 Penalty: 2566.016602
	Iteration 35Q: 3 clusters Score -118055.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -118062.039062 Penalty: 2566.016602
	Iteration 36Q: 3 clusters Score -118062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -118064.210938 Penalty: 2566.016602
	Iteration 37Q: 3 clusters Score -118064.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -118066.218750 Penalty: 2566.016602
	Iteration 38Q: 3 clusters Score -118066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -118066.421875 Penalty: 2566.016602
	Iteration 39Q: 3 clusters Score -118066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -118066.890625 Penalty: 2566.016602
	Iteration 40F: 3 clusters Score -118066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -118067.187500 Penalty: 2566.016602
	Iteration 41Q: 3 clusters Score -118067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -118067.273438 Penalty: 2566.016602
	Iteration 42Q: 3 clusters Score -118067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -118067.625000 Penalty: 2566.016602
	Iteration 43Q: 3 clusters Score -118067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -118067.906250 Penalty: 2566.016602
	Iteration 44Q: 3 clusters Score -118067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -118068.062500 Penalty: 2566.016602
	Iteration 45Q: 3 clusters Score -118068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -118068.468750 Penalty: 2566.016602
	Iteration 46Q: 3 clusters Score -118068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -118068.828125 Penalty: 2566.016602
	Iteration 47Q: 3 clusters Score -118068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -118068.812500 Penalty: 2566.016602
	Iteration 48Q: 3 clusters Score -118068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -118069.046875 Penalty: 2566.016602
	Iteration 49Q: 3 clusters Score -118069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -118069.773438 Penalty: 2566.016602
	Iteration 50Q: 3 clusters Score -118069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -118070.101562 Penalty: 2566.016602
	Iteration 51Q: 3 clusters Score -118070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -118070.492188 Penalty: 2566.016602
	Iteration 52Q: 3 clusters Score -118070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -118071.429688 Penalty: 2566.016602
	Iteration 53Q: 3 clusters Score -118071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -118073.203125 Penalty: 2566.016602
	Iteration 54Q: 3 clusters Score -118073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -118074.078125 Penalty: 2566.016602
	Iteration 55Q: 3 clusters Score -118074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -118075.476562 Penalty: 2566.016602
	Iteration 56Q: 3 clusters Score -118075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -118076.921875 Penalty: 2566.016602
	Iteration 57Q: 3 clusters Score -118076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -118077.585938 Penalty: 2566.016602
	Iteration 58Q: 3 clusters Score -118077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -118078.210938 Penalty: 2566.016602
	Iteration 59Q: 3 clusters Score -118078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -118078.773438 Penalty: 2566.016602
	Iteration 60F: 3 clusters Score -118078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -118079.046875 Penalty: 2566.016602
	Iteration 61Q: 3 clusters Score -118079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -118079.414062 Penalty: 2566.016602
	Iteration 62Q: 3 clusters Score -118079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -118081.890625 Penalty: 2566.016602
	Iteration 63Q: 3 clusters Score -118081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -118083.656250 Penalty: 2566.016602
	Iteration 64Q: 3 clusters Score -118083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -118085.484375 Penalty: 2566.016602
	Iteration 65Q: 3 clusters Score -118085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -118086.281250 Penalty: 2566.016602
	Iteration 66Q: 3 clusters Score -118086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -118087.328125 Penalty: 2566.016602
	Iteration 67Q: 3 clusters Score -118087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -118088.226562 Penalty: 2566.016602
	Iteration 68Q: 3 clusters Score -118088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -118088.281250 Penalty: 2566.016602
	Iteration 69Q: 3 clusters Score -118088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -118089.015625 Penalty: 2566.016602
	Iteration 70Q: 3 clusters Score -118089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -118089.984375 Penalty: 2566.016602
	Iteration 71Q: 3 clusters Score -118090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -118090.367188 Penalty: 2566.016602
	Iteration 72Q: 3 clusters Score -118090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -118091.015625 Penalty: 2566.016602
	Iteration 73Q: 3 clusters Score -118091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -118091.468750 Penalty: 2566.016602
	Iteration 74Q: 3 clusters Score -118091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -118092.335938 Penalty: 2566.016602
	Iteration 75Q: 3 clusters Score -118092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -118094.617188 Penalty: 2566.016602
	Iteration 76Q: 3 clusters Score -118094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -118098.242188 Penalty: 2566.016602
	Iteration 77Q: 3 clusters Score -118098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -118098.539062 Penalty: 2566.016602
	Iteration 78Q: 3 clusters Score -118098.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -118098.539062 Penalty: 2566.016602
	Iteration 79F: 3 clusters Score -118098.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -456916.812500 Penalty: 1465.025391
	Iteration 0F: 2 clusters Score -456916.8 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 4113 members 
Entering Unmasked Estep 
Score: -450881.125000 Penalty: 2930.050781
	Iteration 0F: 3 clusters Score -450881.1 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -452800.375000 Penalty: 2930.050781
	Iteration 1F: 3 clusters Score -452800.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -453011.031250 Penalty: 2930.050781
	Iteration 2F: 3 clusters Score -453011 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -453136.906250 Penalty: 2930.050781
	Iteration 3Q: 3 clusters Score -453136.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -453218.687500 Penalty: 2930.050781
	Iteration 4Q: 3 clusters Score -453218.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -453283.437500 Penalty: 2930.050781
	Iteration 5Q: 3 clusters Score -453283.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -453340.031250 Penalty: 2930.050781
	Iteration 6Q: 3 clusters Score -453340 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -453397.156250 Penalty: 2930.050781
	Iteration 7Q: 3 clusters Score -453397.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -453455.625000 Penalty: 2930.050781
	Iteration 8Q: 3 clusters Score -453455.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -453516.250000 Penalty: 2930.050781
	Iteration 9Q: 3 clusters Score -453516.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -453596.937500 Penalty: 2930.050781
	Iteration 10Q: 3 clusters Score -453596.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -453692.406250 Penalty: 2930.050781
	Iteration 11Q: 3 clusters Score -453692.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -453803.781250 Penalty: 2930.050781
	Iteration 12Q: 3 clusters Score -453803.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -453958.500000 Penalty: 2930.050781
	Iteration 13Q: 3 clusters Score -453958.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -454155.875000 Penalty: 2930.050781
	Iteration 14Q: 3 clusters Score -454155.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -454395.406250 Penalty: 2930.050781
	Iteration 15Q: 3 clusters Score -454395.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -454666.812500 Penalty: 2930.050781
	Iteration 16Q: 3 clusters Score -454666.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -454895.156250 Penalty: 2930.050781
	Iteration 17Q: 3 clusters Score -454895.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -455054.718750 Penalty: 2930.050781
	Iteration 18Q: 3 clusters Score -455054.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -455159.593750 Penalty: 2930.050781
	Iteration 19Q: 3 clusters Score -455159.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -455214.718750 Penalty: 2930.050781
	Iteration 20F: 3 clusters Score -455214.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -455252.875000 Penalty: 2930.050781
	Iteration 21Q: 3 clusters Score -455252.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -455273.687500 Penalty: 2930.050781
	Iteration 22Q: 3 clusters Score -455273.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -455288.656250 Penalty: 2930.050781
	Iteration 23Q: 3 clusters Score -455288.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -455297.625000 Penalty: 2930.050781
	Iteration 24Q: 3 clusters Score -455297.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -455304.812500 Penalty: 2930.050781
	Iteration 25Q: 3 clusters Score -455304.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -455307.781250 Penalty: 2930.050781
	Iteration 26Q: 3 clusters Score -455307.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -455311.125000 Penalty: 2930.050781
	Iteration 27Q: 3 clusters Score -455311.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -455315.062500 Penalty: 2930.050781
	Iteration 28Q: 3 clusters Score -455315.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -455318.531250 Penalty: 2930.050781
	Iteration 29Q: 3 clusters Score -455318.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -455321.218750 Penalty: 2930.050781
	Iteration 30Q: 3 clusters Score -455321.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -455322.187500 Penalty: 2930.050781
	Iteration 31Q: 3 clusters Score -455322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -455323.656250 Penalty: 2930.050781
	Iteration 32Q: 3 clusters Score -455323.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -455323.125000 Penalty: 2930.050781
	Iteration 33Q: 3 clusters Score -455323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -455324.343750 Penalty: 2930.050781
	Iteration 34Q: 3 clusters Score -455324.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -455324.312500 Penalty: 2930.050781
	Iteration 35Q: 3 clusters Score -455324.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -455325.500000 Penalty: 2930.050781
	Iteration 36Q: 3 clusters Score -455325.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -455327.406250 Penalty: 2930.050781
	Iteration 37Q: 3 clusters Score -455327.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -455329.625000 Penalty: 2930.050781
	Iteration 38Q: 3 clusters Score -455329.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -455330.781250 Penalty: 2930.050781
	Iteration 39Q: 3 clusters Score -455330.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -455332.906250 Penalty: 2930.050781
	Iteration 40F: 3 clusters Score -455332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -455332.375000 Penalty: 2930.050781
	Iteration 41Q: 3 clusters Score -455332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -455334.093750 Penalty: 2930.050781
	Iteration 42Q: 3 clusters Score -455334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -455332.750000 Penalty: 2930.050781
	Iteration 43Q: 3 clusters Score -455332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -455333.500000 Penalty: 2930.050781
	Iteration 44Q: 3 clusters Score -455333.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -455333.500000 Penalty: 2930.050781
	Iteration 45F: 3 clusters Score -455333.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Entering Unmasked Estep 
Score: -906913.625000 Penalty: 1578.891357
	Iteration 0F: 2 clusters Score -906913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -895541.312500 Penalty: 3157.782715
	Iteration 0F: 3 clusters Score -895541.3 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -899447.500000 Penalty: 3157.782715
	Iteration 1F: 3 clusters Score -899447.5 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -899780.937500 Penalty: 3157.782715
	Iteration 2F: 3 clusters Score -899780.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -900099.312500 Penalty: 3157.782715
	Iteration 3Q: 3 clusters Score -900099.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -900457.437500 Penalty: 3157.782715
	Iteration 4Q: 3 clusters Score -900457.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -900883.750000 Penalty: 3157.782715
	Iteration 5Q: 3 clusters Score -900883.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -901352.625000 Penalty: 3157.782715
	Iteration 6F: 3 clusters Score -901352.6 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -901909.875000 Penalty: 3157.782715
	Iteration 7F: 3 clusters Score -901909.9 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -902509.125000 Penalty: 3157.782715
	Iteration 8F: 3 clusters Score -902509.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -903109.000000 Penalty: 3157.782715
	Iteration 9F: 3 clusters Score -903109 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -903673.000000 Penalty: 3157.782715
	Iteration 10Q: 3 clusters Score -903673 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -904067.187500 Penalty: 3157.782715
	Iteration 11Q: 3 clusters Score -904067.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -904301.375000 Penalty: 3157.782715
	Iteration 12Q: 3 clusters Score -904301.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -904429.437500 Penalty: 3157.782715
	Iteration 13Q: 3 clusters Score -904429.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -904528.875000 Penalty: 3157.782715
	Iteration 14Q: 3 clusters Score -904528.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -904614.687500 Penalty: 3157.782715
	Iteration 15Q: 3 clusters Score -904614.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -904689.500000 Penalty: 3157.782715
	Iteration 16Q: 3 clusters Score -904689.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -904746.750000 Penalty: 3157.782715
	Iteration 17Q: 3 clusters Score -904746.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -904801.250000 Penalty: 3157.782715
	Iteration 18Q: 3 clusters Score -904801.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -904845.187500 Penalty: 3157.782715
	Iteration 19Q: 3 clusters Score -904845.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -904875.625000 Penalty: 3157.782715
	Iteration 20F: 3 clusters Score -904875.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -904905.312500 Penalty: 3157.782715
	Iteration 21Q: 3 clusters Score -904905.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -904937.375000 Penalty: 3157.782715
	Iteration 22Q: 3 clusters Score -904937.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -904957.875000 Penalty: 3157.782715
	Iteration 23Q: 3 clusters Score -904957.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -904982.187500 Penalty: 3157.782715
	Iteration 24Q: 3 clusters Score -904982.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -904993.687500 Penalty: 3157.782715
	Iteration 25Q: 3 clusters Score -904993.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -905011.625000 Penalty: 3157.782715
	Iteration 26Q: 3 clusters Score -905011.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -905025.187500 Penalty: 3157.782715
	Iteration 27Q: 3 clusters Score -905025.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -905036.125000 Penalty: 3157.782715
	Iteration 28Q: 3 clusters Score -905036.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -905043.812500 Penalty: 3157.782715
	Iteration 29Q: 3 clusters Score -905043.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -905053.312500 Penalty: 3157.782715
	Iteration 30Q: 3 clusters Score -905053.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -905061.187500 Penalty: 3157.782715
	Iteration 31Q: 3 clusters Score -905061.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -905063.375000 Penalty: 3157.782715
	Iteration 32Q: 3 clusters Score -905063.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -905067.125000 Penalty: 3157.782715
	Iteration 33Q: 3 clusters Score -905067.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -905071.312500 Penalty: 3157.782715
	Iteration 34Q: 3 clusters Score -905071.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -905074.625000 Penalty: 3157.782715
	Iteration 35Q: 3 clusters Score -905074.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -905077.687500 Penalty: 3157.782715
	Iteration 36Q: 3 clusters Score -905077.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -905080.812500 Penalty: 3157.782715
	Iteration 37Q: 3 clusters Score -905080.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -905086.312500 Penalty: 3157.782715
	Iteration 38Q: 3 clusters Score -905086.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -905091.312500 Penalty: 3157.782715
	Iteration 39Q: 3 clusters Score -905091.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -905092.000000 Penalty: 3157.782715
	Iteration 40F: 3 clusters Score -905092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -905095.625000 Penalty: 3157.782715
	Iteration 41Q: 3 clusters Score -905095.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -905096.437500 Penalty: 3157.782715
	Iteration 42Q: 3 clusters Score -905096.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -905098.875000 Penalty: 3157.782715
	Iteration 43Q: 3 clusters Score -905098.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -905100.125000 Penalty: 3157.782715
	Iteration 44Q: 3 clusters Score -905100.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -905103.312500 Penalty: 3157.782715
	Iteration 45Q: 3 clusters Score -905103.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -905103.625000 Penalty: 3157.782715
	Iteration 46Q: 3 clusters Score -905103.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -905106.500000 Penalty: 3157.782715
	Iteration 47Q: 3 clusters Score -905106.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -905107.062500 Penalty: 3157.782715
	Iteration 48Q: 3 clusters Score -905107.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -905113.250000 Penalty: 3157.782715
	Iteration 49Q: 3 clusters Score -905113.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -905117.187500 Penalty: 3157.782715
	Iteration 50Q: 3 clusters Score -905117.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -905128.000000 Penalty: 3157.782715
	Iteration 51Q: 3 clusters Score -905128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -905136.312500 Penalty: 3157.782715
	Iteration 52Q: 3 clusters Score -905136.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -905146.687500 Penalty: 3157.782715
	Iteration 53Q: 3 clusters Score -905146.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -905157.500000 Penalty: 3157.782715
	Iteration 54Q: 3 clusters Score -905157.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -905164.437500 Penalty: 3157.782715
	Iteration 55Q: 3 clusters Score -905164.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -905169.000000 Penalty: 3157.782715
	Iteration 56Q: 3 clusters Score -905169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -905172.687500 Penalty: 3157.782715
	Iteration 57Q: 3 clusters Score -905172.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -905175.500000 Penalty: 3157.782715
	Iteration 58Q: 3 clusters Score -905175.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -905178.250000 Penalty: 3157.782715
	Iteration 59Q: 3 clusters Score -905178.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -905181.437500 Penalty: 3157.782715
	Iteration 60F: 3 clusters Score -905181.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -905189.875000 Penalty: 3157.782715
	Iteration 61Q: 3 clusters Score -905189.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -905199.500000 Penalty: 3157.782715
	Iteration 62Q: 3 clusters Score -905199.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -905207.750000 Penalty: 3157.782715
	Iteration 63Q: 3 clusters Score -905207.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -905218.937500 Penalty: 3157.782715
	Iteration 64Q: 3 clusters Score -905218.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -905224.312500 Penalty: 3157.782715
	Iteration 65Q: 3 clusters Score -905224.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -905229.625000 Penalty: 3157.782715
	Iteration 66Q: 3 clusters Score -905229.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -905229.625000 Penalty: 3157.782715
	Iteration 67Q: 3 clusters Score -905229.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -905236.000000 Penalty: 3157.782715
	Iteration 68Q: 3 clusters Score -905236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -905241.437500 Penalty: 3157.782715
	Iteration 69Q: 3 clusters Score -905241.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -905243.437500 Penalty: 3157.782715
	Iteration 70Q: 3 clusters Score -905243.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -905247.750000 Penalty: 3157.782715
	Iteration 71Q: 3 clusters Score -905247.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -905252.312500 Penalty: 3157.782715
	Iteration 72Q: 3 clusters Score -905252.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -905250.000000 Penalty: 3157.782715
	Iteration 73Q: 3 clusters Score -905250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -905251.937500 Penalty: 3157.782715
	Iteration 74Q: 3 clusters Score -905251.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -905256.750000 Penalty: 3157.782715
	Iteration 75Q: 3 clusters Score -905256.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -905260.812500 Penalty: 3157.782715
	Iteration 76Q: 3 clusters Score -905260.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -905262.187500 Penalty: 3157.782715
	Iteration 77Q: 3 clusters Score -905262.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -905264.062500 Penalty: 3157.782715
	Iteration 78Q: 3 clusters Score -905264.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -905264.062500 Penalty: 3157.782715
	Iteration 79Q: 3 clusters Score -905264.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -905265.437500 Penalty: 3157.782715
	Iteration 80F: 3 clusters Score -905265.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -905268.187500 Penalty: 3157.782715
	Iteration 81Q: 3 clusters Score -905268.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -905270.312500 Penalty: 3157.782715
	Iteration 82Q: 3 clusters Score -905270.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -905272.812500 Penalty: 3157.782715
	Iteration 83Q: 3 clusters Score -905272.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -905278.625000 Penalty: 3157.782715
	Iteration 84Q: 3 clusters Score -905278.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -905279.875000 Penalty: 3157.782715
	Iteration 85Q: 3 clusters Score -905279.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -905282.750000 Penalty: 3157.782715
	Iteration 86Q: 3 clusters Score -905282.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -905284.250000 Penalty: 3157.782715
	Iteration 87Q: 3 clusters Score -905284.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -905286.625000 Penalty: 3157.782715
	Iteration 88Q: 3 clusters Score -905286.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -905290.875000 Penalty: 3157.782715
	Iteration 89Q: 3 clusters Score -905290.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -905289.562500 Penalty: 3157.782715
	Iteration 90Q: 3 clusters Score -905289.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -905290.500000 Penalty: 3157.782715
	Iteration 91Q: 3 clusters Score -905290.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -905291.125000 Penalty: 3157.782715
	Iteration 92Q: 3 clusters Score -905291.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -905294.937500 Penalty: 3157.782715
	Iteration 93Q: 3 clusters Score -905294.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -905296.062500 Penalty: 3157.782715
	Iteration 94Q: 3 clusters Score -905296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -905298.937500 Penalty: 3157.782715
	Iteration 95Q: 3 clusters Score -905298.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -905298.812500 Penalty: 3157.782715
	Iteration 96Q: 3 clusters Score -905298.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -905300.937500 Penalty: 3157.782715
	Iteration 97Q: 3 clusters Score -905300.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -905302.562500 Penalty: 3157.782715
	Iteration 98Q: 3 clusters Score -905302.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -905304.750000 Penalty: 3157.782715
	Iteration 99Q: 3 clusters Score -905304.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -905308.187500 Penalty: 3157.782715
	Iteration 100F: 3 clusters Score -905308.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -905312.062500 Penalty: 3157.782715
	Iteration 101Q: 3 clusters Score -905312.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -905311.875000 Penalty: 3157.782715
	Iteration 102Q: 3 clusters Score -905311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -905313.125000 Penalty: 3157.782715
	Iteration 103Q: 3 clusters Score -905313.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -905315.687500 Penalty: 3157.782715
	Iteration 104Q: 3 clusters Score -905315.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -905315.812500 Penalty: 3157.782715
	Iteration 105Q: 3 clusters Score -905315.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -905316.437500 Penalty: 3157.782715
	Iteration 106Q: 3 clusters Score -905316.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -905317.500000 Penalty: 3157.782715
	Iteration 107Q: 3 clusters Score -905317.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -905318.687500 Penalty: 3157.782715
	Iteration 108Q: 3 clusters Score -905318.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -905320.812500 Penalty: 3157.782715
	Iteration 109Q: 3 clusters Score -905320.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -905321.250000 Penalty: 3157.782715
	Iteration 110Q: 3 clusters Score -905321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -905321.312500 Penalty: 3157.782715
	Iteration 111Q: 3 clusters Score -905321.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -905322.562500 Penalty: 3157.782715
	Iteration 112Q: 3 clusters Score -905322.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -905322.250000 Penalty: 3157.782715
	Iteration 113Q: 3 clusters Score -905322.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -905322.375000 Penalty: 3157.782715
	Iteration 114Q: 3 clusters Score -905322.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -905326.000000 Penalty: 3157.782715
	Iteration 115Q: 3 clusters Score -905326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -905329.687500 Penalty: 3157.782715
	Iteration 116Q: 3 clusters Score -905329.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -905326.687500 Penalty: 3157.782715
	Iteration 117Q: 3 clusters Score -905326.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -905328.562500 Penalty: 3157.782715
	Iteration 118Q: 3 clusters Score -905328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -905328.562500 Penalty: 3157.782715
	Iteration 119Q: 3 clusters Score -905328.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -905332.812500 Penalty: 3157.782715
	Iteration 120F: 3 clusters Score -905332.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -905331.375000 Penalty: 3157.782715
	Iteration 121Q: 3 clusters Score -905331.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -905332.000000 Penalty: 3157.782715
	Iteration 122Q: 3 clusters Score -905332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -905336.187500 Penalty: 3157.782715
	Iteration 123Q: 3 clusters Score -905336.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -905337.375000 Penalty: 3157.782715
	Iteration 124Q: 3 clusters Score -905337.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -905338.562500 Penalty: 3157.782715
	Iteration 125Q: 3 clusters Score -905338.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -905344.187500 Penalty: 3157.782715
	Iteration 126Q: 3 clusters Score -905344.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -905342.937500 Penalty: 3157.782715
	Iteration 127Q: 3 clusters Score -905342.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -905347.125000 Penalty: 3157.782715
	Iteration 128Q: 3 clusters Score -905347.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -905351.062500 Penalty: 3157.782715
	Iteration 129Q: 3 clusters Score -905351.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -905355.562500 Penalty: 3157.782715
	Iteration 130Q: 3 clusters Score -905355.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -905357.750000 Penalty: 3157.782715
	Iteration 131Q: 3 clusters Score -905357.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -905360.187500 Penalty: 3157.782715
	Iteration 132Q: 3 clusters Score -905360.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -905360.500000 Penalty: 3157.782715
	Iteration 133Q: 3 clusters Score -905360.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -905363.187500 Penalty: 3157.782715
	Iteration 134Q: 3 clusters Score -905363.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -905367.437500 Penalty: 3157.782715
	Iteration 135Q: 3 clusters Score -905367.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -905371.187500 Penalty: 3157.782715
	Iteration 136Q: 3 clusters Score -905371.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -905372.437500 Penalty: 3157.782715
	Iteration 137Q: 3 clusters Score -905372.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -905374.937500 Penalty: 3157.782715
	Iteration 138Q: 3 clusters Score -905374.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -905379.812500 Penalty: 3157.782715
	Iteration 139Q: 3 clusters Score -905379.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -905381.937500 Penalty: 3157.782715
	Iteration 140F: 3 clusters Score -905381.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -905386.000000 Penalty: 3157.782715
	Iteration 141Q: 3 clusters Score -905386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -905388.187500 Penalty: 3157.782715
	Iteration 142Q: 3 clusters Score -905388.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -905391.312500 Penalty: 3157.782715
	Iteration 143Q: 3 clusters Score -905391.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -905393.812500 Penalty: 3157.782715
	Iteration 144Q: 3 clusters Score -905393.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -905395.562500 Penalty: 3157.782715
	Iteration 145Q: 3 clusters Score -905395.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -905397.000000 Penalty: 3157.782715
	Iteration 146Q: 3 clusters Score -905397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -905401.187500 Penalty: 3157.782715
	Iteration 147Q: 3 clusters Score -905401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -905402.937500 Penalty: 3157.782715
	Iteration 148Q: 3 clusters Score -905402.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -905404.687500 Penalty: 3157.782715
	Iteration 149Q: 3 clusters Score -905404.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -905406.375000 Penalty: 3157.782715
	Iteration 150Q: 3 clusters Score -905406.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -905408.062500 Penalty: 3157.782715
	Iteration 151Q: 3 clusters Score -905408.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -905411.812500 Penalty: 3157.782715
	Iteration 152Q: 3 clusters Score -905411.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -905410.562500 Penalty: 3157.782715
	Iteration 153Q: 3 clusters Score -905410.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -905413.312500 Penalty: 3157.782715
	Iteration 154Q: 3 clusters Score -905413.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -905416.625000 Penalty: 3157.782715
	Iteration 155Q: 3 clusters Score -905416.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -905419.000000 Penalty: 3157.782715
	Iteration 156Q: 3 clusters Score -905419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -905423.750000 Penalty: 3157.782715
	Iteration 157Q: 3 clusters Score -905423.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -905430.312500 Penalty: 3157.782715
	Iteration 158Q: 3 clusters Score -905430.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -905433.562500 Penalty: 3157.782715
	Iteration 159Q: 3 clusters Score -905433.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -905434.937500 Penalty: 3157.782715
	Iteration 160F: 3 clusters Score -905434.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -905436.875000 Penalty: 3157.782715
	Iteration 161Q: 3 clusters Score -905436.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -905441.625000 Penalty: 3157.782715
	Iteration 162Q: 3 clusters Score -905441.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -905444.375000 Penalty: 3157.782715
	Iteration 163Q: 3 clusters Score -905444.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -905447.000000 Penalty: 3157.782715
	Iteration 164Q: 3 clusters Score -905447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -905450.625000 Penalty: 3157.782715
	Iteration 165Q: 3 clusters Score -905450.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -905454.562500 Penalty: 3157.782715
	Iteration 166Q: 3 clusters Score -905454.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -905462.562500 Penalty: 3157.782715
	Iteration 167Q: 3 clusters Score -905462.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -905468.125000 Penalty: 3157.782715
	Iteration 168Q: 3 clusters Score -905468.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -905471.125000 Penalty: 3157.782715
	Iteration 169Q: 3 clusters Score -905471.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -905475.000000 Penalty: 3157.782715
	Iteration 170Q: 3 clusters Score -905475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -905483.187500 Penalty: 3157.782715
	Iteration 171Q: 3 clusters Score -905483.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -905487.062500 Penalty: 3157.782715
	Iteration 172Q: 3 clusters Score -905487.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -905490.062500 Penalty: 3157.782715
	Iteration 173Q: 3 clusters Score -905490.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -905496.562500 Penalty: 3157.782715
	Iteration 174Q: 3 clusters Score -905496.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -905507.187500 Penalty: 3157.782715
	Iteration 175Q: 3 clusters Score -905507.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -905512.562500 Penalty: 3157.782715
	Iteration 176Q: 3 clusters Score -905512.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -905518.812500 Penalty: 3157.782715
	Iteration 177Q: 3 clusters Score -905518.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -905524.437500 Penalty: 3157.782715
	Iteration 178Q: 3 clusters Score -905524.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -905531.125000 Penalty: 3157.782715
	Iteration 179Q: 3 clusters Score -905531.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -905534.312500 Penalty: 3157.782715
	Iteration 180F: 3 clusters Score -905534.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -905539.375000 Penalty: 3157.782715
	Iteration 181Q: 3 clusters Score -905539.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -905537.312500 Penalty: 3157.782715
	Iteration 182Q: 3 clusters Score -905537.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -905543.125000 Penalty: 3157.782715
	Iteration 183Q: 3 clusters Score -905543.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -905546.875000 Penalty: 3157.782715
	Iteration 184Q: 3 clusters Score -905546.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -905550.562500 Penalty: 3157.782715
	Iteration 185Q: 3 clusters Score -905550.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -905553.000000 Penalty: 3157.782715
	Iteration 186Q: 3 clusters Score -905553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -905558.250000 Penalty: 3157.782715
	Iteration 187Q: 3 clusters Score -905558.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -905561.937500 Penalty: 3157.782715
	Iteration 188Q: 3 clusters Score -905561.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -905560.375000 Penalty: 3157.782715
	Iteration 189Q: 3 clusters Score -905560.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -905567.250000 Penalty: 3157.782715
	Iteration 190Q: 3 clusters Score -905567.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -905569.875000 Penalty: 3157.782715
	Iteration 191Q: 3 clusters Score -905569.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -905570.125000 Penalty: 3157.782715
	Iteration 192Q: 3 clusters Score -905570.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -905573.687500 Penalty: 3157.782715
	Iteration 193Q: 3 clusters Score -905573.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -905577.250000 Penalty: 3157.782715
	Iteration 194Q: 3 clusters Score -905577.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -905583.812500 Penalty: 3157.782715
	Iteration 195Q: 3 clusters Score -905583.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -905587.250000 Penalty: 3157.782715
	Iteration 196Q: 3 clusters Score -905587.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -905589.750000 Penalty: 3157.782715
	Iteration 197Q: 3 clusters Score -905589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -905593.437500 Penalty: 3157.782715
	Iteration 198Q: 3 clusters Score -905593.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -905591.437500 Penalty: 3157.782715
	Iteration 199Q: 3 clusters Score -905591.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -905593.375000 Penalty: 3157.782715
	Iteration 200F: 3 clusters Score -905593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -905595.000000 Penalty: 3157.782715
	Iteration 201Q: 3 clusters Score -905595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -905597.437500 Penalty: 3157.782715
	Iteration 202Q: 3 clusters Score -905597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -905596.750000 Penalty: 3157.782715
	Iteration 203Q: 3 clusters Score -905596.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -905598.437500 Penalty: 3157.782715
	Iteration 204Q: 3 clusters Score -905598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -905599.125000 Penalty: 3157.782715
	Iteration 205Q: 3 clusters Score -905599.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -905600.500000 Penalty: 3157.782715
	Iteration 206Q: 3 clusters Score -905600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -905600.625000 Penalty: 3157.782715
	Iteration 207Q: 3 clusters Score -905600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -905600.937500 Penalty: 3157.782715
	Iteration 208Q: 3 clusters Score -905600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -905599.437500 Penalty: 3157.782715
	Iteration 209Q: 3 clusters Score -905599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -905599.875000 Penalty: 3157.782715
	Iteration 210Q: 3 clusters Score -905599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -905602.000000 Penalty: 3157.782715
	Iteration 211Q: 3 clusters Score -905602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -905600.250000 Penalty: 3157.782715
	Iteration 212Q: 3 clusters Score -905600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -905601.312500 Penalty: 3157.782715
	Iteration 213Q: 3 clusters Score -905601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -905601.187500 Penalty: 3157.782715
	Iteration 214Q: 3 clusters Score -905601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -905601.562500 Penalty: 3157.782715
	Iteration 215Q: 3 clusters Score -905601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -905601.562500 Penalty: 3157.782715
	Iteration 216F: 3 clusters Score -905601.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Entering Unmasked Estep 
Score: -965736.437500 Penalty: 1585.571533
	Iteration 0F: 2 clusters Score -965736.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -953757.875000 Penalty: 3171.143066
	Iteration 0F: 3 clusters Score -953757.9 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -958013.875000 Penalty: 3171.143066
	Iteration 1F: 3 clusters Score -958013.9 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -958378.437500 Penalty: 3171.143066
	Iteration 2F: 3 clusters Score -958378.4 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -958767.437500 Penalty: 3171.143066
	Iteration 3F: 3 clusters Score -958767.4 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -959218.625000 Penalty: 3171.143066
	Iteration 4F: 3 clusters Score -959218.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -959667.812500 Penalty: 3171.143066
	Iteration 5Q: 3 clusters Score -959667.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -960184.875000 Penalty: 3171.143066
	Iteration 6F: 3 clusters Score -960184.9 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -960772.937500 Penalty: 3171.143066
	Iteration 7F: 3 clusters Score -960772.9 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -961408.000000 Penalty: 3171.143066
	Iteration 8F: 3 clusters Score -961408 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -962096.625000 Penalty: 3171.143066
	Iteration 9Q: 3 clusters Score -962096.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -962830.375000 Penalty: 3171.143066
	Iteration 10Q: 3 clusters Score -962830.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -963432.125000 Penalty: 3171.143066
	Iteration 11Q: 3 clusters Score -963432.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -963811.875000 Penalty: 3171.143066
	Iteration 12Q: 3 clusters Score -963811.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -964019.562500 Penalty: 3171.143066
	Iteration 13Q: 3 clusters Score -964019.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -964120.750000 Penalty: 3171.143066
	Iteration 14Q: 3 clusters Score -964120.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -964179.125000 Penalty: 3171.143066
	Iteration 15Q: 3 clusters Score -964179.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -964223.437500 Penalty: 3171.143066
	Iteration 16Q: 3 clusters Score -964223.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -964252.437500 Penalty: 3171.143066
	Iteration 17Q: 3 clusters Score -964252.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -964279.312500 Penalty: 3171.143066
	Iteration 18Q: 3 clusters Score -964279.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -964300.062500 Penalty: 3171.143066
	Iteration 19Q: 3 clusters Score -964300.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -964315.000000 Penalty: 3171.143066
	Iteration 20F: 3 clusters Score -964315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -964331.000000 Penalty: 3171.143066
	Iteration 21Q: 3 clusters Score -964331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -964344.937500 Penalty: 3171.143066
	Iteration 22Q: 3 clusters Score -964344.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -964354.562500 Penalty: 3171.143066
	Iteration 23Q: 3 clusters Score -964354.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -964363.937500 Penalty: 3171.143066
	Iteration 24Q: 3 clusters Score -964363.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -964376.312500 Penalty: 3171.143066
	Iteration 25Q: 3 clusters Score -964376.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -964387.062500 Penalty: 3171.143066
	Iteration 26Q: 3 clusters Score -964387.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -964389.250000 Penalty: 3171.143066
	Iteration 27Q: 3 clusters Score -964389.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -964393.062500 Penalty: 3171.143066
	Iteration 28Q: 3 clusters Score -964393.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -964392.875000 Penalty: 3171.143066
	Iteration 29Q: 3 clusters Score -964392.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -964396.812500 Penalty: 3171.143066
	Iteration 30Q: 3 clusters Score -964396.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -964402.937500 Penalty: 3171.143066
	Iteration 31Q: 3 clusters Score -964402.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -964412.000000 Penalty: 3171.143066
	Iteration 32Q: 3 clusters Score -964412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -964416.687500 Penalty: 3171.143066
	Iteration 33Q: 3 clusters Score -964416.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -964425.500000 Penalty: 3171.143066
	Iteration 34Q: 3 clusters Score -964425.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -964430.937500 Penalty: 3171.143066
	Iteration 35Q: 3 clusters Score -964430.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -964438.250000 Penalty: 3171.143066
	Iteration 36Q: 3 clusters Score -964438.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -964443.187500 Penalty: 3171.143066
	Iteration 37Q: 3 clusters Score -964443.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -964444.062500 Penalty: 3171.143066
	Iteration 38Q: 3 clusters Score -964444.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -964447.375000 Penalty: 3171.143066
	Iteration 39Q: 3 clusters Score -964447.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -964452.625000 Penalty: 3171.143066
	Iteration 40F: 3 clusters Score -964452.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -964456.812500 Penalty: 3171.143066
	Iteration 41Q: 3 clusters Score -964456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -964462.812500 Penalty: 3171.143066
	Iteration 42Q: 3 clusters Score -964462.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -964468.500000 Penalty: 3171.143066
	Iteration 43Q: 3 clusters Score -964468.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -964479.000000 Penalty: 3171.143066
	Iteration 44Q: 3 clusters Score -964479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -964492.625000 Penalty: 3171.143066
	Iteration 45Q: 3 clusters Score -964492.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -964497.062500 Penalty: 3171.143066
	Iteration 46Q: 3 clusters Score -964497.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -964504.875000 Penalty: 3171.143066
	Iteration 47Q: 3 clusters Score -964504.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -964507.687500 Penalty: 3171.143066
	Iteration 48Q: 3 clusters Score -964507.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -964513.625000 Penalty: 3171.143066
	Iteration 49Q: 3 clusters Score -964513.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -964517.187500 Penalty: 3171.143066
	Iteration 50Q: 3 clusters Score -964517.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -964521.062500 Penalty: 3171.143066
	Iteration 51Q: 3 clusters Score -964521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -964521.812500 Penalty: 3171.143066
	Iteration 52Q: 3 clusters Score -964521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -964523.500000 Penalty: 3171.143066
	Iteration 53Q: 3 clusters Score -964523.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -964526.437500 Penalty: 3171.143066
	Iteration 54Q: 3 clusters Score -964526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -964525.750000 Penalty: 3171.143066
	Iteration 55Q: 3 clusters Score -964525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -964527.312500 Penalty: 3171.143066
	Iteration 56Q: 3 clusters Score -964527.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -964528.562500 Penalty: 3171.143066
	Iteration 57Q: 3 clusters Score -964528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -964531.750000 Penalty: 3171.143066
	Iteration 58Q: 3 clusters Score -964531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -964533.375000 Penalty: 3171.143066
	Iteration 59Q: 3 clusters Score -964533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -964532.375000 Penalty: 3171.143066
	Iteration 60F: 3 clusters Score -964532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Entering Unmasked Estep 
Score: -854783.125000 Penalty: 1592.132446
	Iteration 0F: 2 clusters Score -854783.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -842505.625000 Penalty: 3184.264893
	Iteration 0F: 3 clusters Score -842505.6 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -847535.625000 Penalty: 3184.264893
	Iteration 1F: 3 clusters Score -847535.6 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -848481.312500 Penalty: 3184.264893
	Iteration 2F: 3 clusters Score -848481.3 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -849599.750000 Penalty: 3184.264893
	Iteration 3F: 3 clusters Score -849599.8 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -850811.562500 Penalty: 3184.264893
	Iteration 4F: 3 clusters Score -850811.6 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -851969.437500 Penalty: 3184.264893
	Iteration 5F: 3 clusters Score -851969.4 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -852881.125000 Penalty: 3184.264893
	Iteration 6F: 3 clusters Score -852881.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -853489.125000 Penalty: 3184.264893
	Iteration 7Q: 3 clusters Score -853489.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -853880.125000 Penalty: 3184.264893
	Iteration 8Q: 3 clusters Score -853880.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -854153.875000 Penalty: 3184.264893
	Iteration 9Q: 3 clusters Score -854153.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -854350.875000 Penalty: 3184.264893
	Iteration 10Q: 3 clusters Score -854350.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -854476.750000 Penalty: 3184.264893
	Iteration 11Q: 3 clusters Score -854476.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -854550.687500 Penalty: 3184.264893
	Iteration 12Q: 3 clusters Score -854550.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -854599.937500 Penalty: 3184.264893
	Iteration 13Q: 3 clusters Score -854599.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -854632.500000 Penalty: 3184.264893
	Iteration 14Q: 3 clusters Score -854632.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -854651.000000 Penalty: 3184.264893
	Iteration 15Q: 3 clusters Score -854651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -854661.750000 Penalty: 3184.264893
	Iteration 16Q: 3 clusters Score -854661.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -854669.250000 Penalty: 3184.264893
	Iteration 17Q: 3 clusters Score -854669.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -854674.437500 Penalty: 3184.264893
	Iteration 18Q: 3 clusters Score -854674.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -854679.062500 Penalty: 3184.264893
	Iteration 19Q: 3 clusters Score -854679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -854679.750000 Penalty: 3184.264893
	Iteration 20F: 3 clusters Score -854679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -854680.500000 Penalty: 3184.264893
	Iteration 21Q: 3 clusters Score -854680.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -854681.937500 Penalty: 3184.264893
	Iteration 22Q: 3 clusters Score -854681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -854683.000000 Penalty: 3184.264893
	Iteration 23Q: 3 clusters Score -854683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -854684.000000 Penalty: 3184.264893
	Iteration 24Q: 3 clusters Score -854684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -854681.937500 Penalty: 3184.264893
	Iteration 25Q: 3 clusters Score -854681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -854681.812500 Penalty: 3184.264893
	Iteration 26Q: 3 clusters Score -854681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -854681.500000 Penalty: 3184.264893
	Iteration 27Q: 3 clusters Score -854681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -854681.500000 Penalty: 3184.264893
	Iteration 28F: 3 clusters Score -854681.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Entering Unmasked Estep 
Score: -717747.250000 Penalty: 1538.449585
	Iteration 0F: 2 clusters Score -717747.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -708730.250000 Penalty: 3076.899170
	Iteration 0F: 3 clusters Score -708730.2 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -712042.875000 Penalty: 3076.899170
	Iteration 1F: 3 clusters Score -712042.9 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -712619.062500 Penalty: 3076.899170
	Iteration 2F: 3 clusters Score -712619.1 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -713136.812500 Penalty: 3076.899170
	Iteration 3F: 3 clusters Score -713136.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -713567.625000 Penalty: 3076.899170
	Iteration 4F: 3 clusters Score -713567.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -713885.000000 Penalty: 3076.899170
	Iteration 5F: 3 clusters Score -713885 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -714170.812500 Penalty: 3076.899170
	Iteration 6Q: 3 clusters Score -714170.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -714425.312500 Penalty: 3076.899170
	Iteration 7Q: 3 clusters Score -714425.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -714651.000000 Penalty: 3076.899170
	Iteration 8Q: 3 clusters Score -714651 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -714829.062500 Penalty: 3076.899170
	Iteration 9Q: 3 clusters Score -714829.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -714986.750000 Penalty: 3076.899170
	Iteration 10Q: 3 clusters Score -714986.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -715123.500000 Penalty: 3076.899170
	Iteration 11Q: 3 clusters Score -715123.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -715232.312500 Penalty: 3076.899170
	Iteration 12Q: 3 clusters Score -715232.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -715328.125000 Penalty: 3076.899170
	Iteration 13Q: 3 clusters Score -715328.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -715417.125000 Penalty: 3076.899170
	Iteration 14Q: 3 clusters Score -715417.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -715542.250000 Penalty: 3076.899170
	Iteration 15Q: 3 clusters Score -715542.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -715705.250000 Penalty: 3076.899170
	Iteration 16Q: 3 clusters Score -715705.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -715921.375000 Penalty: 3076.899170
	Iteration 17Q: 3 clusters Score -715921.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -716193.312500 Penalty: 3076.899170
	Iteration 18Q: 3 clusters Score -716193.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -716527.875000 Penalty: 3076.899170
	Iteration 19Q: 3 clusters Score -716527.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -716913.875000 Penalty: 3076.899170
	Iteration 20F: 3 clusters Score -716913.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -717185.375000 Penalty: 3076.899170
	Iteration 21Q: 3 clusters Score -717185.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -717375.687500 Penalty: 3076.899170
	Iteration 22Q: 3 clusters Score -717375.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -717514.062500 Penalty: 3076.899170
	Iteration 23Q: 3 clusters Score -717514.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -717622.125000 Penalty: 3076.899170
	Iteration 24Q: 3 clusters Score -717622.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -717684.187500 Penalty: 3076.899170
	Iteration 25Q: 3 clusters Score -717684.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -717714.312500 Penalty: 3076.899170
	Iteration 26Q: 3 clusters Score -717714.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -717727.937500 Penalty: 3076.899170
	Iteration 27Q: 3 clusters Score -717727.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -717735.750000 Penalty: 3076.899170
	Iteration 28Q: 3 clusters Score -717735.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -717741.875000 Penalty: 3076.899170
	Iteration 29Q: 3 clusters Score -717741.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -717746.187500 Penalty: 3076.899170
	Iteration 30Q: 3 clusters Score -717746.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -717747.312500 Penalty: 3076.899170
	Iteration 31Q: 3 clusters Score -717747.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -717748.312500 Penalty: 3076.899170
	Iteration 32Q: 3 clusters Score -717748.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -717752.312500 Penalty: 3076.899170
	Iteration 33Q: 3 clusters Score -717752.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -717751.375000 Penalty: 3076.899170
	Iteration 34Q: 3 clusters Score -717751.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -717750.937500 Penalty: 3076.899170
	Iteration 35Q: 3 clusters Score -717750.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -717752.500000 Penalty: 3076.899170
	Iteration 36Q: 3 clusters Score -717752.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -717754.937500 Penalty: 3076.899170
	Iteration 37Q: 3 clusters Score -717754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -717754.312500 Penalty: 3076.899170
	Iteration 38Q: 3 clusters Score -717754.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -717755.000000 Penalty: 3076.899170
	Iteration 39Q: 3 clusters Score -717755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -717756.937500 Penalty: 3076.899170
	Iteration 40F: 3 clusters Score -717756.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -717760.250000 Penalty: 3076.899170
	Iteration 41Q: 3 clusters Score -717760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -717762.437500 Penalty: 3076.899170
	Iteration 42Q: 3 clusters Score -717762.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -717763.187500 Penalty: 3076.899170
	Iteration 43Q: 3 clusters Score -717763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -717765.187500 Penalty: 3076.899170
	Iteration 44Q: 3 clusters Score -717765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -717763.625000 Penalty: 3076.899170
	Iteration 45Q: 3 clusters Score -717763.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -717764.062500 Penalty: 3076.899170
	Iteration 46Q: 3 clusters Score -717764.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -717767.437500 Penalty: 3076.899170
	Iteration 47Q: 3 clusters Score -717767.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -717767.125000 Penalty: 3076.899170
	Iteration 48Q: 3 clusters Score -717767.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -717770.500000 Penalty: 3076.899170
	Iteration 49Q: 3 clusters Score -717770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -717772.437500 Penalty: 3076.899170
	Iteration 50Q: 3 clusters Score -717772.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -717769.687500 Penalty: 3076.899170
	Iteration 51Q: 3 clusters Score -717769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -717770.937500 Penalty: 3076.899170
	Iteration 52Q: 3 clusters Score -717770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -717769.687500 Penalty: 3076.899170
	Iteration 53Q: 3 clusters Score -717769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -717771.750000 Penalty: 3076.899170
	Iteration 54Q: 3 clusters Score -717771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -717771.562500 Penalty: 3076.899170
	Iteration 55Q: 3 clusters Score -717771.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -717772.687500 Penalty: 3076.899170
	Iteration 56Q: 3 clusters Score -717772.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -717773.125000 Penalty: 3076.899170
	Iteration 57Q: 3 clusters Score -717773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -717773.187500 Penalty: 3076.899170
	Iteration 58Q: 3 clusters Score -717773.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -717774.875000 Penalty: 3076.899170
	Iteration 59Q: 3 clusters Score -717774.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -717776.187500 Penalty: 3076.899170
	Iteration 60F: 3 clusters Score -717776.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -717778.250000 Penalty: 3076.899170
	Iteration 61Q: 3 clusters Score -717778.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -717781.125000 Penalty: 3076.899170
	Iteration 62Q: 3 clusters Score -717781.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -717779.625000 Penalty: 3076.899170
	Iteration 63Q: 3 clusters Score -717779.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -717783.625000 Penalty: 3076.899170
	Iteration 64Q: 3 clusters Score -717783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -717783.125000 Penalty: 3076.899170
	Iteration 65Q: 3 clusters Score -717783.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -717785.187500 Penalty: 3076.899170
	Iteration 66Q: 3 clusters Score -717785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -717788.125000 Penalty: 3076.899170
	Iteration 67Q: 3 clusters Score -717788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -717786.062500 Penalty: 3076.899170
	Iteration 68Q: 3 clusters Score -717786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -717785.187500 Penalty: 3076.899170
	Iteration 69Q: 3 clusters Score -717785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -717786.375000 Penalty: 3076.899170
	Iteration 70Q: 3 clusters Score -717786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -717786.750000 Penalty: 3076.899170
	Iteration 71Q: 3 clusters Score -717786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -717786.750000 Penalty: 3076.899170
	Iteration 72F: 3 clusters Score -717786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105416 members 
Mstep: Class 5 contains 40233 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 16585 members 
Mstep: Class 9 contains 17281 members 
Mstep: Class 10 contains 17993 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4215 members 
Mstep: Class 15 contains 17720 members 
Mstep: Class 16 contains 94415 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9559 members 
Mstep: Class 20 contains 11125 members 
Mstep: Class 21 contains 3212 members 
Mstep: Class 22 contains 7276 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 42121 members 
Mstep: Class 25 contains 4172 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 139112 members 
Mstep: Class 29 contains 5425 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 938 members 
Mstep: Class 32 contains 8695 members 
Entering Unmasked Estep 
Score: -34146448.000000 Penalty: 69384.421875
Splitting cluster 11 changes total score from -34147040.000000 to -34146448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (15031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Entering Unmasked Estep 
Score: -864400.625000 Penalty: 1562.903931
	Iteration 0F: 2 clusters Score -864400.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -853907.500000 Penalty: 3125.807861
	Iteration 0F: 3 clusters Score -853907.5 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -857530.750000 Penalty: 3125.807861
	Iteration 1F: 3 clusters Score -857530.8 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -858055.250000 Penalty: 3125.807861
	Iteration 2F: 3 clusters Score -858055.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -858737.500000 Penalty: 3125.807861
	Iteration 3F: 3 clusters Score -858737.5 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -859657.875000 Penalty: 3125.807861
	Iteration 4F: 3 clusters Score -859657.9 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -860692.812500 Penalty: 3125.807861
	Iteration 5F: 3 clusters Score -860692.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -861624.437500 Penalty: 3125.807861
	Iteration 6F: 3 clusters Score -861624.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -862301.000000 Penalty: 3125.807861
	Iteration 7Q: 3 clusters Score -862301 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -862679.750000 Penalty: 3125.807861
	Iteration 8Q: 3 clusters Score -862679.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -862855.562500 Penalty: 3125.807861
	Iteration 9Q: 3 clusters Score -862855.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -862940.062500 Penalty: 3125.807861
	Iteration 10Q: 3 clusters Score -862940.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -862993.562500 Penalty: 3125.807861
	Iteration 11Q: 3 clusters Score -862993.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -863021.687500 Penalty: 3125.807861
	Iteration 12Q: 3 clusters Score -863021.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -863039.625000 Penalty: 3125.807861
	Iteration 13Q: 3 clusters Score -863039.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -863049.937500 Penalty: 3125.807861
	Iteration 14Q: 3 clusters Score -863049.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -863058.562500 Penalty: 3125.807861
	Iteration 15Q: 3 clusters Score -863058.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -863065.875000 Penalty: 3125.807861
	Iteration 16Q: 3 clusters Score -863065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -863068.187500 Penalty: 3125.807861
	Iteration 17Q: 3 clusters Score -863068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -863075.312500 Penalty: 3125.807861
	Iteration 18Q: 3 clusters Score -863075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -863079.062500 Penalty: 3125.807861
	Iteration 19Q: 3 clusters Score -863079.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -863084.125000 Penalty: 3125.807861
	Iteration 20F: 3 clusters Score -863084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -863085.562500 Penalty: 3125.807861
	Iteration 21Q: 3 clusters Score -863085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -863085.562500 Penalty: 3125.807861
	Iteration 22Q: 3 clusters Score -863085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -863088.625000 Penalty: 3125.807861
	Iteration 23Q: 3 clusters Score -863088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -863088.625000 Penalty: 3125.807861
	Iteration 24F: 3 clusters Score -863088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Entering Unmasked Estep 
Score: -793030.625000 Penalty: 1548.251587
	Iteration 0F: 2 clusters Score -793030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -783504.250000 Penalty: 3096.503174
	Iteration 0F: 3 clusters Score -783504.2 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -786706.562500 Penalty: 3096.503174
	Iteration 1F: 3 clusters Score -786706.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -787035.937500 Penalty: 3096.503174
	Iteration 2F: 3 clusters Score -787035.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -787344.562500 Penalty: 3096.503174
	Iteration 3Q: 3 clusters Score -787344.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -787671.062500 Penalty: 3096.503174
	Iteration 4Q: 3 clusters Score -787671.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -788072.187500 Penalty: 3096.503174
	Iteration 5F: 3 clusters Score -788072.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -788530.625000 Penalty: 3096.503174
	Iteration 6F: 3 clusters Score -788530.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -789070.187500 Penalty: 3096.503174
	Iteration 7F: 3 clusters Score -789070.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -789618.375000 Penalty: 3096.503174
	Iteration 8F: 3 clusters Score -789618.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -790117.562500 Penalty: 3096.503174
	Iteration 9Q: 3 clusters Score -790117.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -790512.125000 Penalty: 3096.503174
	Iteration 10Q: 3 clusters Score -790512.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -790794.312500 Penalty: 3096.503174
	Iteration 11Q: 3 clusters Score -790794.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -790955.187500 Penalty: 3096.503174
	Iteration 12Q: 3 clusters Score -790955.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -791042.062500 Penalty: 3096.503174
	Iteration 13Q: 3 clusters Score -791042.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -791110.937500 Penalty: 3096.503174
	Iteration 14Q: 3 clusters Score -791110.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -791163.875000 Penalty: 3096.503174
	Iteration 15Q: 3 clusters Score -791163.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -791212.875000 Penalty: 3096.503174
	Iteration 16Q: 3 clusters Score -791212.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -791258.625000 Penalty: 3096.503174
	Iteration 17Q: 3 clusters Score -791258.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -791289.187500 Penalty: 3096.503174
	Iteration 18Q: 3 clusters Score -791289.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -791317.187500 Penalty: 3096.503174
	Iteration 19Q: 3 clusters Score -791317.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -791346.937500 Penalty: 3096.503174
	Iteration 20F: 3 clusters Score -791346.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -791375.000000 Penalty: 3096.503174
	Iteration 21Q: 3 clusters Score -791375 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -791398.062500 Penalty: 3096.503174
	Iteration 22Q: 3 clusters Score -791398.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -791416.375000 Penalty: 3096.503174
	Iteration 23Q: 3 clusters Score -791416.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -791435.187500 Penalty: 3096.503174
	Iteration 24Q: 3 clusters Score -791435.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -791452.062500 Penalty: 3096.503174
	Iteration 25Q: 3 clusters Score -791452.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -791469.375000 Penalty: 3096.503174
	Iteration 26Q: 3 clusters Score -791469.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -791482.375000 Penalty: 3096.503174
	Iteration 27Q: 3 clusters Score -791482.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -791493.250000 Penalty: 3096.503174
	Iteration 28Q: 3 clusters Score -791493.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -791505.312500 Penalty: 3096.503174
	Iteration 29Q: 3 clusters Score -791505.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -791519.500000 Penalty: 3096.503174
	Iteration 30Q: 3 clusters Score -791519.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -791531.562500 Penalty: 3096.503174
	Iteration 31Q: 3 clusters Score -791531.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -791542.750000 Penalty: 3096.503174
	Iteration 32Q: 3 clusters Score -791542.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -791548.937500 Penalty: 3096.503174
	Iteration 33Q: 3 clusters Score -791548.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -791552.000000 Penalty: 3096.503174
	Iteration 34Q: 3 clusters Score -791552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -791558.375000 Penalty: 3096.503174
	Iteration 35Q: 3 clusters Score -791558.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -791565.125000 Penalty: 3096.503174
	Iteration 36Q: 3 clusters Score -791565.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -791570.000000 Penalty: 3096.503174
	Iteration 37Q: 3 clusters Score -791570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -791574.437500 Penalty: 3096.503174
	Iteration 38Q: 3 clusters Score -791574.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -791579.625000 Penalty: 3096.503174
	Iteration 39Q: 3 clusters Score -791579.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -791591.437500 Penalty: 3096.503174
	Iteration 40F: 3 clusters Score -791591.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -791599.312500 Penalty: 3096.503174
	Iteration 41Q: 3 clusters Score -791599.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -791605.375000 Penalty: 3096.503174
	Iteration 42Q: 3 clusters Score -791605.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -791610.125000 Penalty: 3096.503174
	Iteration 43Q: 3 clusters Score -791610.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -791614.437500 Penalty: 3096.503174
	Iteration 44Q: 3 clusters Score -791614.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -791618.000000 Penalty: 3096.503174
	Iteration 45Q: 3 clusters Score -791618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -791618.812500 Penalty: 3096.503174
	Iteration 46Q: 3 clusters Score -791618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -791620.437500 Penalty: 3096.503174
	Iteration 47Q: 3 clusters Score -791620.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -791625.750000 Penalty: 3096.503174
	Iteration 48Q: 3 clusters Score -791625.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -791632.187500 Penalty: 3096.503174
	Iteration 49Q: 3 clusters Score -791632.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -791633.625000 Penalty: 3096.503174
	Iteration 50Q: 3 clusters Score -791633.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -791638.375000 Penalty: 3096.503174
	Iteration 51Q: 3 clusters Score -791638.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -791639.625000 Penalty: 3096.503174
	Iteration 52Q: 3 clusters Score -791639.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -791643.437500 Penalty: 3096.503174
	Iteration 53Q: 3 clusters Score -791643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -791646.312500 Penalty: 3096.503174
	Iteration 54Q: 3 clusters Score -791646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -791646.312500 Penalty: 3096.503174
	Iteration 55Q: 3 clusters Score -791646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -791647.562500 Penalty: 3096.503174
	Iteration 56Q: 3 clusters Score -791647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -791649.062500 Penalty: 3096.503174
	Iteration 57Q: 3 clusters Score -791649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -791651.625000 Penalty: 3096.503174
	Iteration 58Q: 3 clusters Score -791651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -791653.375000 Penalty: 3096.503174
	Iteration 59Q: 3 clusters Score -791653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -791653.625000 Penalty: 3096.503174
	Iteration 60F: 3 clusters Score -791653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -791652.500000 Penalty: 3096.503174
	Iteration 61Q: 3 clusters Score -791652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -791653.187500 Penalty: 3096.503174
	Iteration 62Q: 3 clusters Score -791653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -791653.250000 Penalty: 3096.503174
	Iteration 63Q: 3 clusters Score -791653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -791653.000000 Penalty: 3096.503174
	Iteration 64Q: 3 clusters Score -791653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -791654.312500 Penalty: 3096.503174
	Iteration 65Q: 3 clusters Score -791654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -791656.937500 Penalty: 3096.503174
	Iteration 66Q: 3 clusters Score -791656.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -791656.062500 Penalty: 3096.503174
	Iteration 67Q: 3 clusters Score -791656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -791657.687500 Penalty: 3096.503174
	Iteration 68Q: 3 clusters Score -791657.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -791658.937500 Penalty: 3096.503174
	Iteration 69Q: 3 clusters Score -791658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -791661.687500 Penalty: 3096.503174
	Iteration 70Q: 3 clusters Score -791661.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -791665.812500 Penalty: 3096.503174
	Iteration 71Q: 3 clusters Score -791665.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -791666.250000 Penalty: 3096.503174
	Iteration 72Q: 3 clusters Score -791666.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -791668.000000 Penalty: 3096.503174
	Iteration 73Q: 3 clusters Score -791668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -791670.625000 Penalty: 3096.503174
	Iteration 74Q: 3 clusters Score -791670.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -791674.812500 Penalty: 3096.503174
	Iteration 75Q: 3 clusters Score -791674.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -791674.250000 Penalty: 3096.503174
	Iteration 76Q: 3 clusters Score -791674.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -791678.750000 Penalty: 3096.503174
	Iteration 77Q: 3 clusters Score -791678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -791679.687500 Penalty: 3096.503174
	Iteration 78Q: 3 clusters Score -791679.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -791682.500000 Penalty: 3096.503174
	Iteration 79Q: 3 clusters Score -791682.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -791684.250000 Penalty: 3096.503174
	Iteration 80F: 3 clusters Score -791684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -791687.812500 Penalty: 3096.503174
	Iteration 81Q: 3 clusters Score -791687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -791686.687500 Penalty: 3096.503174
	Iteration 82Q: 3 clusters Score -791686.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -791688.250000 Penalty: 3096.503174
	Iteration 83Q: 3 clusters Score -791688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -791688.875000 Penalty: 3096.503174
	Iteration 84Q: 3 clusters Score -791688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -791689.500000 Penalty: 3096.503174
	Iteration 85Q: 3 clusters Score -791689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -791689.625000 Penalty: 3096.503174
	Iteration 86Q: 3 clusters Score -791689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -791689.625000 Penalty: 3096.503174
	Iteration 87F: 3 clusters Score -791689.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -231180.078125 Penalty: 1356.290771
	Iteration 0F: 2 clusters Score -231180.1 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 2122 members 
Entering Unmasked Estep 
Score: -227699.234375 Penalty: 2712.581543
	Iteration 0F: 3 clusters Score -227699.2 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -228765.390625 Penalty: 2712.581543
	Iteration 1F: 3 clusters Score -228765.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -228954.093750 Penalty: 2712.581543
	Iteration 2F: 3 clusters Score -228954.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -229078.281250 Penalty: 2712.581543
	Iteration 3F: 3 clusters Score -229078.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -229156.890625 Penalty: 2712.581543
	Iteration 4Q: 3 clusters Score -229156.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -229203.281250 Penalty: 2712.581543
	Iteration 5Q: 3 clusters Score -229203.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -229241.828125 Penalty: 2712.581543
	Iteration 6Q: 3 clusters Score -229241.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -229276.437500 Penalty: 2712.581543
	Iteration 7Q: 3 clusters Score -229276.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -229311.406250 Penalty: 2712.581543
	Iteration 8Q: 3 clusters Score -229311.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -229335.671875 Penalty: 2712.581543
	Iteration 9Q: 3 clusters Score -229335.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -229357.781250 Penalty: 2712.581543
	Iteration 10Q: 3 clusters Score -229357.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -229376.765625 Penalty: 2712.581543
	Iteration 11Q: 3 clusters Score -229376.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -229397.437500 Penalty: 2712.581543
	Iteration 12Q: 3 clusters Score -229397.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -229417.234375 Penalty: 2712.581543
	Iteration 13Q: 3 clusters Score -229417.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -229426.703125 Penalty: 2712.581543
	Iteration 14Q: 3 clusters Score -229426.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -229433.828125 Penalty: 2712.581543
	Iteration 15Q: 3 clusters Score -229433.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -229439.015625 Penalty: 2712.581543
	Iteration 16Q: 3 clusters Score -229439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -229441.968750 Penalty: 2712.581543
	Iteration 17Q: 3 clusters Score -229442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -229446.281250 Penalty: 2712.581543
	Iteration 18Q: 3 clusters Score -229446.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -229451.796875 Penalty: 2712.581543
	Iteration 19Q: 3 clusters Score -229451.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -229458.812500 Penalty: 2712.581543
	Iteration 20F: 3 clusters Score -229458.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -229464.562500 Penalty: 2712.581543
	Iteration 21Q: 3 clusters Score -229464.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -229470.828125 Penalty: 2712.581543
	Iteration 22Q: 3 clusters Score -229470.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -229477.843750 Penalty: 2712.581543
	Iteration 23Q: 3 clusters Score -229477.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -229485.250000 Penalty: 2712.581543
	Iteration 24Q: 3 clusters Score -229485.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -229495.046875 Penalty: 2712.581543
	Iteration 25Q: 3 clusters Score -229495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -229501.484375 Penalty: 2712.581543
	Iteration 26Q: 3 clusters Score -229501.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -229508.140625 Penalty: 2712.581543
	Iteration 27Q: 3 clusters Score -229508.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -229515.421875 Penalty: 2712.581543
	Iteration 28Q: 3 clusters Score -229515.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -229524.437500 Penalty: 2712.581543
	Iteration 29Q: 3 clusters Score -229524.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -229533.859375 Penalty: 2712.581543
	Iteration 30Q: 3 clusters Score -229533.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -229540.437500 Penalty: 2712.581543
	Iteration 31Q: 3 clusters Score -229540.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -229545.203125 Penalty: 2712.581543
	Iteration 32Q: 3 clusters Score -229545.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -229548.187500 Penalty: 2712.581543
	Iteration 33Q: 3 clusters Score -229548.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -229551.875000 Penalty: 2712.581543
	Iteration 34Q: 3 clusters Score -229551.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -229556.187500 Penalty: 2712.581543
	Iteration 35Q: 3 clusters Score -229556.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -229561.781250 Penalty: 2712.581543
	Iteration 36Q: 3 clusters Score -229561.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -229571.125000 Penalty: 2712.581543
	Iteration 37Q: 3 clusters Score -229571.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -229589.609375 Penalty: 2712.581543
	Iteration 38Q: 3 clusters Score -229589.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -229612.421875 Penalty: 2712.581543
	Iteration 39Q: 3 clusters Score -229612.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -229638.937500 Penalty: 2712.581543
	Iteration 40F: 3 clusters Score -229638.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -229662.125000 Penalty: 2712.581543
	Iteration 41Q: 3 clusters Score -229662.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -229682.234375 Penalty: 2712.581543
	Iteration 42Q: 3 clusters Score -229682.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -229700.875000 Penalty: 2712.581543
	Iteration 43Q: 3 clusters Score -229700.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -229719.734375 Penalty: 2712.581543
	Iteration 44Q: 3 clusters Score -229719.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -229741.359375 Penalty: 2712.581543
	Iteration 45Q: 3 clusters Score -229741.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -229763.656250 Penalty: 2712.581543
	Iteration 46Q: 3 clusters Score -229763.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -229789.406250 Penalty: 2712.581543
	Iteration 47Q: 3 clusters Score -229789.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -229812.062500 Penalty: 2712.581543
	Iteration 48Q: 3 clusters Score -229812.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -229839.531250 Penalty: 2712.581543
	Iteration 49Q: 3 clusters Score -229839.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -229865.359375 Penalty: 2712.581543
	Iteration 50Q: 3 clusters Score -229865.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -229894.484375 Penalty: 2712.581543
	Iteration 51Q: 3 clusters Score -229894.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -229926.093750 Penalty: 2712.581543
	Iteration 52Q: 3 clusters Score -229926.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -229958.125000 Penalty: 2712.581543
	Iteration 53Q: 3 clusters Score -229958.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -229977.718750 Penalty: 2712.581543
	Iteration 54Q: 3 clusters Score -229977.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -230000.046875 Penalty: 2712.581543
	Iteration 55Q: 3 clusters Score -230000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -230025.812500 Penalty: 2712.581543
	Iteration 56Q: 3 clusters Score -230025.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -230046.687500 Penalty: 2712.581543
	Iteration 57Q: 3 clusters Score -230046.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -230065.656250 Penalty: 2712.581543
	Iteration 58Q: 3 clusters Score -230065.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -230078.984375 Penalty: 2712.581543
	Iteration 59Q: 3 clusters Score -230079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -230092.296875 Penalty: 2712.581543
	Iteration 60F: 3 clusters Score -230092.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -230103.609375 Penalty: 2712.581543
	Iteration 61Q: 3 clusters Score -230103.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -230110.390625 Penalty: 2712.581543
	Iteration 62Q: 3 clusters Score -230110.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -230117.140625 Penalty: 2712.581543
	Iteration 63Q: 3 clusters Score -230117.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -230124.156250 Penalty: 2712.581543
	Iteration 64Q: 3 clusters Score -230124.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -230134.546875 Penalty: 2712.581543
	Iteration 65Q: 3 clusters Score -230134.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -230146.531250 Penalty: 2712.581543
	Iteration 66Q: 3 clusters Score -230146.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -230162.062500 Penalty: 2712.581543
	Iteration 67Q: 3 clusters Score -230162.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -230176.531250 Penalty: 2712.581543
	Iteration 68Q: 3 clusters Score -230176.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -230190.718750 Penalty: 2712.581543
	Iteration 69Q: 3 clusters Score -230190.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -230204.296875 Penalty: 2712.581543
	Iteration 70Q: 3 clusters Score -230204.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -230221.593750 Penalty: 2712.581543
	Iteration 71Q: 3 clusters Score -230221.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -230237.968750 Penalty: 2712.581543
	Iteration 72Q: 3 clusters Score -230238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -230252.921875 Penalty: 2712.581543
	Iteration 73Q: 3 clusters Score -230252.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -230268.437500 Penalty: 2712.581543
	Iteration 74Q: 3 clusters Score -230268.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -230278.843750 Penalty: 2712.581543
	Iteration 75Q: 3 clusters Score -230278.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -230285.015625 Penalty: 2712.581543
	Iteration 76Q: 3 clusters Score -230285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -230288.859375 Penalty: 2712.581543
	Iteration 77Q: 3 clusters Score -230288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -230292.984375 Penalty: 2712.581543
	Iteration 78Q: 3 clusters Score -230293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -230298.953125 Penalty: 2712.581543
	Iteration 79Q: 3 clusters Score -230299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -230305.156250 Penalty: 2712.581543
	Iteration 80F: 3 clusters Score -230305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -230309.171875 Penalty: 2712.581543
	Iteration 81Q: 3 clusters Score -230309.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -230313.078125 Penalty: 2712.581543
	Iteration 82Q: 3 clusters Score -230313.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -230318.375000 Penalty: 2712.581543
	Iteration 83Q: 3 clusters Score -230318.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -230329.109375 Penalty: 2712.581543
	Iteration 84Q: 3 clusters Score -230329.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -230339.265625 Penalty: 2712.581543
	Iteration 85Q: 3 clusters Score -230339.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -230346.953125 Penalty: 2712.581543
	Iteration 86Q: 3 clusters Score -230347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -230351.312500 Penalty: 2712.581543
	Iteration 87Q: 3 clusters Score -230351.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -230355.671875 Penalty: 2712.581543
	Iteration 88Q: 3 clusters Score -230355.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -230360.546875 Penalty: 2712.581543
	Iteration 89Q: 3 clusters Score -230360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -230365.187500 Penalty: 2712.581543
	Iteration 90Q: 3 clusters Score -230365.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -230370.953125 Penalty: 2712.581543
	Iteration 91Q: 3 clusters Score -230371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -230375.031250 Penalty: 2712.581543
	Iteration 92Q: 3 clusters Score -230375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -230377.953125 Penalty: 2712.581543
	Iteration 93Q: 3 clusters Score -230378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -230380.781250 Penalty: 2712.581543
	Iteration 94Q: 3 clusters Score -230380.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -230382.562500 Penalty: 2712.581543
	Iteration 95Q: 3 clusters Score -230382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -230383.765625 Penalty: 2712.581543
	Iteration 96Q: 3 clusters Score -230383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -230384.453125 Penalty: 2712.581543
	Iteration 97Q: 3 clusters Score -230384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -230386.125000 Penalty: 2712.581543
	Iteration 98Q: 3 clusters Score -230386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -230386.750000 Penalty: 2712.581543
	Iteration 99Q: 3 clusters Score -230386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -230388.765625 Penalty: 2712.581543
	Iteration 100F: 3 clusters Score -230388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -230388.906250 Penalty: 2712.581543
	Iteration 101Q: 3 clusters Score -230388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -230389.687500 Penalty: 2712.581543
	Iteration 102Q: 3 clusters Score -230389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -230389.687500 Penalty: 2712.581543
	Iteration 103F: 3 clusters Score -230389.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Entering Unmasked Estep 
Score: -1023954.625000 Penalty: 1589.647949
	Iteration 0F: 2 clusters Score -1023955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1011895.687500 Penalty: 3179.295898
	Iteration 0F: 3 clusters Score -1011896 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1016262.062500 Penalty: 3179.295898
	Iteration 1F: 3 clusters Score -1016262 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1016709.000000 Penalty: 3179.295898
	Iteration 2F: 3 clusters Score -1016709 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1017169.187500 Penalty: 3179.295898
	Iteration 3F: 3 clusters Score -1017169 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1017667.250000 Penalty: 3179.295898
	Iteration 4F: 3 clusters Score -1017667 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1018203.625000 Penalty: 3179.295898
	Iteration 5F: 3 clusters Score -1018204 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1018745.562500 Penalty: 3179.295898
	Iteration 6F: 3 clusters Score -1018746 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1019231.125000 Penalty: 3179.295898
	Iteration 7F: 3 clusters Score -1019231 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1019585.625000 Penalty: 3179.295898
	Iteration 8Q: 3 clusters Score -1019586 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1019863.937500 Penalty: 3179.295898
	Iteration 9Q: 3 clusters Score -1019864 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1020082.062500 Penalty: 3179.295898
	Iteration 10Q: 3 clusters Score -1020082 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1020258.000000 Penalty: 3179.295898
	Iteration 11Q: 3 clusters Score -1020258 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1020413.000000 Penalty: 3179.295898
	Iteration 12Q: 3 clusters Score -1020413 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1020536.875000 Penalty: 3179.295898
	Iteration 13Q: 3 clusters Score -1020537 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1020673.687500 Penalty: 3179.295898
	Iteration 14Q: 3 clusters Score -1020674 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1020817.875000 Penalty: 3179.295898
	Iteration 15Q: 3 clusters Score -1020818 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1020970.125000 Penalty: 3179.295898
	Iteration 16Q: 3 clusters Score -1020970 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1021140.500000 Penalty: 3179.295898
	Iteration 17Q: 3 clusters Score -1021140 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1021288.500000 Penalty: 3179.295898
	Iteration 18Q: 3 clusters Score -1021288 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1021444.562500 Penalty: 3179.295898
	Iteration 19Q: 3 clusters Score -1021445 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1021595.937500 Penalty: 3179.295898
	Iteration 20F: 3 clusters Score -1021596 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1021742.000000 Penalty: 3179.295898
	Iteration 21Q: 3 clusters Score -1021742 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1021894.187500 Penalty: 3179.295898
	Iteration 22Q: 3 clusters Score -1021894 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1022035.187500 Penalty: 3179.295898
	Iteration 23Q: 3 clusters Score -1022035 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1022160.187500 Penalty: 3179.295898
	Iteration 24Q: 3 clusters Score -1022160 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1022277.750000 Penalty: 3179.295898
	Iteration 25Q: 3 clusters Score -1022278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1022378.187500 Penalty: 3179.295898
	Iteration 26Q: 3 clusters Score -1022378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1022440.562500 Penalty: 3179.295898
	Iteration 27Q: 3 clusters Score -1022441 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1022487.812500 Penalty: 3179.295898
	Iteration 28Q: 3 clusters Score -1022488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1022523.500000 Penalty: 3179.295898
	Iteration 29Q: 3 clusters Score -1022524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1022547.000000 Penalty: 3179.295898
	Iteration 30Q: 3 clusters Score -1022547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1022568.750000 Penalty: 3179.295898
	Iteration 31Q: 3 clusters Score -1022569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1022589.312500 Penalty: 3179.295898
	Iteration 32Q: 3 clusters Score -1022589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1022598.812500 Penalty: 3179.295898
	Iteration 33Q: 3 clusters Score -1022599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1022613.000000 Penalty: 3179.295898
	Iteration 34Q: 3 clusters Score -1022613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1022615.937500 Penalty: 3179.295898
	Iteration 35Q: 3 clusters Score -1022616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1022624.312500 Penalty: 3179.295898
	Iteration 36Q: 3 clusters Score -1022624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1022631.687500 Penalty: 3179.295898
	Iteration 37Q: 3 clusters Score -1022632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1022634.312500 Penalty: 3179.295898
	Iteration 38Q: 3 clusters Score -1022634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1022633.312500 Penalty: 3179.295898
	Iteration 39Q: 3 clusters Score -1022633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1022633.500000 Penalty: 3179.295898
	Iteration 40F: 3 clusters Score -1022634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1022636.187500 Penalty: 3179.295898
	Iteration 41Q: 3 clusters Score -1022636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1022635.437500 Penalty: 3179.295898
	Iteration 42Q: 3 clusters Score -1022635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1022635.437500 Penalty: 3179.295898
	Iteration 43F: 3 clusters Score -1022635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Entering Unmasked Estep 
Score: -5508572.000000 Penalty: 1861.511353
	Iteration 0F: 2 clusters Score -5508572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -5445471.000000 Penalty: 3723.022705
	Iteration 0F: 3 clusters Score -5445471 nChanged 45011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -5472619.500000 Penalty: 3723.022705
	Iteration 1F: 3 clusters Score -5472620 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -5474125.500000 Penalty: 3723.022705
	Iteration 2Q: 3 clusters Score -5474126 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -5476267.500000 Penalty: 3723.022705
	Iteration 3F: 3 clusters Score -5476268 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -5479254.500000 Penalty: 3723.022705
	Iteration 4F: 3 clusters Score -5479254 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -5482700.000000 Penalty: 3723.022705
	Iteration 5F: 3 clusters Score -5482700 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -5485815.500000 Penalty: 3723.022705
	Iteration 6F: 3 clusters Score -5485816 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -5488132.500000 Penalty: 3723.022705
	Iteration 7F: 3 clusters Score -5488132 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -5489707.500000 Penalty: 3723.022705
	Iteration 8Q: 3 clusters Score -5489708 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -5490781.000000 Penalty: 3723.022705
	Iteration 9Q: 3 clusters Score -5490781 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -5491587.000000 Penalty: 3723.022705
	Iteration 10Q: 3 clusters Score -5491587 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -5492445.000000 Penalty: 3723.022705
	Iteration 11Q: 3 clusters Score -5492445 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -5493421.500000 Penalty: 3723.022705
	Iteration 12Q: 3 clusters Score -5493422 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5494579.000000 Penalty: 3723.022705
	Iteration 13Q: 3 clusters Score -5494579 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -5496085.000000 Penalty: 3723.022705
	Iteration 14Q: 3 clusters Score -5496085 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -5497983.000000 Penalty: 3723.022705
	Iteration 15Q: 3 clusters Score -5497983 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -5500131.000000 Penalty: 3723.022705
	Iteration 16Q: 3 clusters Score -5500131 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -5502152.500000 Penalty: 3723.022705
	Iteration 17Q: 3 clusters Score -5502152 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5503841.500000 Penalty: 3723.022705
	Iteration 18Q: 3 clusters Score -5503842 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5505067.000000 Penalty: 3723.022705
	Iteration 19Q: 3 clusters Score -5505067 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5505864.500000 Penalty: 3723.022705
	Iteration 20F: 3 clusters Score -5505864 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5506381.500000 Penalty: 3723.022705
	Iteration 21Q: 3 clusters Score -5506382 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93337 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5506598.000000 Penalty: 3723.022705
	Iteration 22Q: 3 clusters Score -5506598 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5506772.000000 Penalty: 3723.022705
	Iteration 23Q: 3 clusters Score -5506772 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5506865.500000 Penalty: 3723.022705
	Iteration 24Q: 3 clusters Score -5506866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5506934.500000 Penalty: 3723.022705
	Iteration 25Q: 3 clusters Score -5506934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5506973.500000 Penalty: 3723.022705
	Iteration 26Q: 3 clusters Score -5506974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93843 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5507020.000000 Penalty: 3723.022705
	Iteration 27Q: 3 clusters Score -5507020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5507039.500000 Penalty: 3723.022705
	Iteration 28Q: 3 clusters Score -5507040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5507060.500000 Penalty: 3723.022705
	Iteration 29Q: 3 clusters Score -5507060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5507084.000000 Penalty: 3723.022705
	Iteration 30Q: 3 clusters Score -5507084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5507092.000000 Penalty: 3723.022705
	Iteration 31Q: 3 clusters Score -5507092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5507102.500000 Penalty: 3723.022705
	Iteration 32Q: 3 clusters Score -5507102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5507107.500000 Penalty: 3723.022705
	Iteration 33Q: 3 clusters Score -5507108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5507109.000000 Penalty: 3723.022705
	Iteration 34Q: 3 clusters Score -5507109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5507118.000000 Penalty: 3723.022705
	Iteration 35Q: 3 clusters Score -5507118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5507120.500000 Penalty: 3723.022705
	Iteration 36Q: 3 clusters Score -5507120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5507120.000000 Penalty: 3723.022705
	Iteration 37Q: 3 clusters Score -5507120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5507122.000000 Penalty: 3723.022705
	Iteration 38Q: 3 clusters Score -5507122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5507127.500000 Penalty: 3723.022705
	Iteration 39Q: 3 clusters Score -5507128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5507129.000000 Penalty: 3723.022705
	Iteration 40F: 3 clusters Score -5507129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5507126.000000 Penalty: 3723.022705
	Iteration 41Q: 3 clusters Score -5507126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5507124.500000 Penalty: 3723.022705
	Iteration 42Q: 3 clusters Score -5507124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5507127.000000 Penalty: 3723.022705
	Iteration 43Q: 3 clusters Score -5507127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5507128.000000 Penalty: 3723.022705
	Iteration 44Q: 3 clusters Score -5507128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5507131.500000 Penalty: 3723.022705
	Iteration 45Q: 3 clusters Score -5507132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5507129.000000 Penalty: 3723.022705
	Iteration 46Q: 3 clusters Score -5507129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5507128.000000 Penalty: 3723.022705
	Iteration 47Q: 3 clusters Score -5507128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93947 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5507135.500000 Penalty: 3723.022705
	Iteration 48Q: 3 clusters Score -5507136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5507133.500000 Penalty: 3723.022705
	Iteration 49Q: 3 clusters Score -5507134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5507133.500000 Penalty: 3723.022705
	Iteration 50F: 3 clusters Score -5507134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Entering Unmasked Estep 
Score: -534828.812500 Penalty: 1495.914795
	Iteration 0F: 2 clusters Score -534828.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -527681.375000 Penalty: 2991.829590
	Iteration 0F: 3 clusters Score -527681.4 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -529970.625000 Penalty: 2991.829590
	Iteration 1F: 3 clusters Score -529970.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -530222.625000 Penalty: 2991.829590
	Iteration 2F: 3 clusters Score -530222.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -530448.812500 Penalty: 2991.829590
	Iteration 3F: 3 clusters Score -530448.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -530645.437500 Penalty: 2991.829590
	Iteration 4Q: 3 clusters Score -530645.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -530793.500000 Penalty: 2991.829590
	Iteration 5Q: 3 clusters Score -530793.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -530938.250000 Penalty: 2991.829590
	Iteration 6Q: 3 clusters Score -530938.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -531097.812500 Penalty: 2991.829590
	Iteration 7Q: 3 clusters Score -531097.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -531277.937500 Penalty: 2991.829590
	Iteration 8Q: 3 clusters Score -531277.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -531496.125000 Penalty: 2991.829590
	Iteration 9Q: 3 clusters Score -531496.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -531722.062500 Penalty: 2991.829590
	Iteration 10Q: 3 clusters Score -531722.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -531962.000000 Penalty: 2991.829590
	Iteration 11Q: 3 clusters Score -531962 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -532193.250000 Penalty: 2991.829590
	Iteration 12Q: 3 clusters Score -532193.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -532391.625000 Penalty: 2991.829590
	Iteration 13Q: 3 clusters Score -532391.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -532559.187500 Penalty: 2991.829590
	Iteration 14Q: 3 clusters Score -532559.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -532663.250000 Penalty: 2991.829590
	Iteration 15Q: 3 clusters Score -532663.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -532719.312500 Penalty: 2991.829590
	Iteration 16Q: 3 clusters Score -532719.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -532765.812500 Penalty: 2991.829590
	Iteration 17Q: 3 clusters Score -532765.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -532804.687500 Penalty: 2991.829590
	Iteration 18Q: 3 clusters Score -532804.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -532836.875000 Penalty: 2991.829590
	Iteration 19Q: 3 clusters Score -532836.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -532866.750000 Penalty: 2991.829590
	Iteration 20F: 3 clusters Score -532866.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -532888.125000 Penalty: 2991.829590
	Iteration 21Q: 3 clusters Score -532888.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -532905.250000 Penalty: 2991.829590
	Iteration 22Q: 3 clusters Score -532905.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -532918.625000 Penalty: 2991.829590
	Iteration 23Q: 3 clusters Score -532918.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -532933.125000 Penalty: 2991.829590
	Iteration 24Q: 3 clusters Score -532933.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -532952.875000 Penalty: 2991.829590
	Iteration 25Q: 3 clusters Score -532952.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -532966.937500 Penalty: 2991.829590
	Iteration 26Q: 3 clusters Score -532966.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -532985.937500 Penalty: 2991.829590
	Iteration 27Q: 3 clusters Score -532985.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -533008.500000 Penalty: 2991.829590
	Iteration 28Q: 3 clusters Score -533008.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -533033.875000 Penalty: 2991.829590
	Iteration 29Q: 3 clusters Score -533033.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -533060.625000 Penalty: 2991.829590
	Iteration 30Q: 3 clusters Score -533060.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -533086.187500 Penalty: 2991.829590
	Iteration 31Q: 3 clusters Score -533086.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -533108.562500 Penalty: 2991.829590
	Iteration 32Q: 3 clusters Score -533108.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -533131.312500 Penalty: 2991.829590
	Iteration 33Q: 3 clusters Score -533131.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -533153.187500 Penalty: 2991.829590
	Iteration 34Q: 3 clusters Score -533153.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -533171.750000 Penalty: 2991.829590
	Iteration 35Q: 3 clusters Score -533171.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -533185.000000 Penalty: 2991.829590
	Iteration 36Q: 3 clusters Score -533185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -533197.875000 Penalty: 2991.829590
	Iteration 37Q: 3 clusters Score -533197.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -533209.687500 Penalty: 2991.829590
	Iteration 38Q: 3 clusters Score -533209.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -533217.750000 Penalty: 2991.829590
	Iteration 39Q: 3 clusters Score -533217.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -533227.687500 Penalty: 2991.829590
	Iteration 40F: 3 clusters Score -533227.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -533238.687500 Penalty: 2991.829590
	Iteration 41Q: 3 clusters Score -533238.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -533250.062500 Penalty: 2991.829590
	Iteration 42Q: 3 clusters Score -533250.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -533256.812500 Penalty: 2991.829590
	Iteration 43Q: 3 clusters Score -533256.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -533262.625000 Penalty: 2991.829590
	Iteration 44Q: 3 clusters Score -533262.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -533268.875000 Penalty: 2991.829590
	Iteration 45Q: 3 clusters Score -533268.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -533272.937500 Penalty: 2991.829590
	Iteration 46Q: 3 clusters Score -533272.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -533276.375000 Penalty: 2991.829590
	Iteration 47Q: 3 clusters Score -533276.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -533281.562500 Penalty: 2991.829590
	Iteration 48Q: 3 clusters Score -533281.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -533284.812500 Penalty: 2991.829590
	Iteration 49Q: 3 clusters Score -533284.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -533290.750000 Penalty: 2991.829590
	Iteration 50Q: 3 clusters Score -533290.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -533294.875000 Penalty: 2991.829590
	Iteration 51Q: 3 clusters Score -533294.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -533301.187500 Penalty: 2991.829590
	Iteration 52Q: 3 clusters Score -533301.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -533313.562500 Penalty: 2991.829590
	Iteration 53Q: 3 clusters Score -533313.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -533327.500000 Penalty: 2991.829590
	Iteration 54Q: 3 clusters Score -533327.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -533337.937500 Penalty: 2991.829590
	Iteration 55Q: 3 clusters Score -533337.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -533346.250000 Penalty: 2991.829590
	Iteration 56Q: 3 clusters Score -533346.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -533354.500000 Penalty: 2991.829590
	Iteration 57Q: 3 clusters Score -533354.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -533361.500000 Penalty: 2991.829590
	Iteration 58Q: 3 clusters Score -533361.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -533370.000000 Penalty: 2991.829590
	Iteration 59Q: 3 clusters Score -533370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -533375.750000 Penalty: 2991.829590
	Iteration 60F: 3 clusters Score -533375.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -533385.687500 Penalty: 2991.829590
	Iteration 61Q: 3 clusters Score -533385.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -533398.000000 Penalty: 2991.829590
	Iteration 62Q: 3 clusters Score -533398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -533406.187500 Penalty: 2991.829590
	Iteration 63Q: 3 clusters Score -533406.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -533419.937500 Penalty: 2991.829590
	Iteration 64Q: 3 clusters Score -533419.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -533435.437500 Penalty: 2991.829590
	Iteration 65Q: 3 clusters Score -533435.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -533452.000000 Penalty: 2991.829590
	Iteration 66Q: 3 clusters Score -533452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -533484.187500 Penalty: 2991.829590
	Iteration 67Q: 3 clusters Score -533484.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -533528.625000 Penalty: 2991.829590
	Iteration 68Q: 3 clusters Score -533528.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -533552.312500 Penalty: 2991.829590
	Iteration 69Q: 3 clusters Score -533552.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -533566.187500 Penalty: 2991.829590
	Iteration 70Q: 3 clusters Score -533566.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -533574.062500 Penalty: 2991.829590
	Iteration 71Q: 3 clusters Score -533574.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -533582.687500 Penalty: 2991.829590
	Iteration 72Q: 3 clusters Score -533582.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -533591.625000 Penalty: 2991.829590
	Iteration 73Q: 3 clusters Score -533591.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -533597.000000 Penalty: 2991.829590
	Iteration 74Q: 3 clusters Score -533597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -533599.375000 Penalty: 2991.829590
	Iteration 75Q: 3 clusters Score -533599.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -533600.062500 Penalty: 2991.829590
	Iteration 76Q: 3 clusters Score -533600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -533602.250000 Penalty: 2991.829590
	Iteration 77Q: 3 clusters Score -533602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -533604.375000 Penalty: 2991.829590
	Iteration 78Q: 3 clusters Score -533604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -533604.437500 Penalty: 2991.829590
	Iteration 79Q: 3 clusters Score -533604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -533605.312500 Penalty: 2991.829590
	Iteration 80F: 3 clusters Score -533605.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -533605.000000 Penalty: 2991.829590
	Iteration 81Q: 3 clusters Score -533605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -533604.875000 Penalty: 2991.829590
	Iteration 82Q: 3 clusters Score -533604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -533606.375000 Penalty: 2991.829590
	Iteration 83Q: 3 clusters Score -533606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -533607.500000 Penalty: 2991.829590
	Iteration 84Q: 3 clusters Score -533607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -533606.625000 Penalty: 2991.829590
	Iteration 85Q: 3 clusters Score -533606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -533606.312500 Penalty: 2991.829590
	Iteration 86Q: 3 clusters Score -533606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -533606.437500 Penalty: 2991.829590
	Iteration 87Q: 3 clusters Score -533606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -533607.375000 Penalty: 2991.829590
	Iteration 88Q: 3 clusters Score -533607.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -533607.375000 Penalty: 2991.829590
	Iteration 89F: 3 clusters Score -533607.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -103754.492188 Penalty: 1230.698853
	Iteration 0F: 2 clusters Score -103754.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -101699.984375 Penalty: 2461.397705
	Iteration 0F: 3 clusters Score -101700 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -102176.109375 Penalty: 2461.397705
	Iteration 1F: 3 clusters Score -102176.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -102332.054688 Penalty: 2461.397705
	Iteration 2F: 3 clusters Score -102332.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -102479.976562 Penalty: 2461.397705
	Iteration 3F: 3 clusters Score -102480 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -102579.585938 Penalty: 2461.397705
	Iteration 4Q: 3 clusters Score -102579.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -102678.148438 Penalty: 2461.397705
	Iteration 5Q: 3 clusters Score -102678.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -102765.640625 Penalty: 2461.397705
	Iteration 6Q: 3 clusters Score -102765.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -102830.375000 Penalty: 2461.397705
	Iteration 7Q: 3 clusters Score -102830.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -102883.984375 Penalty: 2461.397705
	Iteration 8Q: 3 clusters Score -102884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -102919.421875 Penalty: 2461.397705
	Iteration 9Q: 3 clusters Score -102919.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -102939.085938 Penalty: 2461.397705
	Iteration 10Q: 3 clusters Score -102939.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -102950.812500 Penalty: 2461.397705
	Iteration 11Q: 3 clusters Score -102950.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -102959.601562 Penalty: 2461.397705
	Iteration 12Q: 3 clusters Score -102959.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -102981.820312 Penalty: 2461.397705
	Iteration 13Q: 3 clusters Score -102981.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -102992.140625 Penalty: 2461.397705
	Iteration 14Q: 3 clusters Score -102992.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -102997.484375 Penalty: 2461.397705
	Iteration 15Q: 3 clusters Score -102997.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -103004.515625 Penalty: 2461.397705
	Iteration 16Q: 3 clusters Score -103004.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -103009.695312 Penalty: 2461.397705
	Iteration 17Q: 3 clusters Score -103009.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -103013.968750 Penalty: 2461.397705
	Iteration 18Q: 3 clusters Score -103014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -103017.734375 Penalty: 2461.397705
	Iteration 19Q: 3 clusters Score -103017.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -103023.187500 Penalty: 2461.397705
	Iteration 20F: 3 clusters Score -103023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -103026.109375 Penalty: 2461.397705
	Iteration 21Q: 3 clusters Score -103026.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -103030.140625 Penalty: 2461.397705
	Iteration 22Q: 3 clusters Score -103030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -103031.789062 Penalty: 2461.397705
	Iteration 23Q: 3 clusters Score -103031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -103031.789062 Penalty: 2461.397705
	Iteration 24F: 3 clusters Score -103031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -526816.375000 Penalty: 1489.351196
	Iteration 0F: 2 clusters Score -526816.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -520005.750000 Penalty: 2978.702393
	Iteration 0F: 3 clusters Score -520005.8 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -522222.906250 Penalty: 2978.702393
	Iteration 1F: 3 clusters Score -522222.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -522518.125000 Penalty: 2978.702393
	Iteration 2F: 3 clusters Score -522518.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -522762.593750 Penalty: 2978.702393
	Iteration 3F: 3 clusters Score -522762.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -522978.218750 Penalty: 2978.702393
	Iteration 4Q: 3 clusters Score -522978.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -523180.687500 Penalty: 2978.702393
	Iteration 5Q: 3 clusters Score -523180.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -523414.437500 Penalty: 2978.702393
	Iteration 6Q: 3 clusters Score -523414.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -523649.500000 Penalty: 2978.702393
	Iteration 7Q: 3 clusters Score -523649.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -523911.937500 Penalty: 2978.702393
	Iteration 8Q: 3 clusters Score -523911.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -524207.062500 Penalty: 2978.702393
	Iteration 9Q: 3 clusters Score -524207.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -524556.000000 Penalty: 2978.702393
	Iteration 10Q: 3 clusters Score -524556 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -524943.437500 Penalty: 2978.702393
	Iteration 11Q: 3 clusters Score -524943.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -525316.375000 Penalty: 2978.702393
	Iteration 12Q: 3 clusters Score -525316.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -525569.062500 Penalty: 2978.702393
	Iteration 13Q: 3 clusters Score -525569.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -525745.937500 Penalty: 2978.702393
	Iteration 14Q: 3 clusters Score -525745.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -525875.562500 Penalty: 2978.702393
	Iteration 15Q: 3 clusters Score -525875.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -525979.250000 Penalty: 2978.702393
	Iteration 16Q: 3 clusters Score -525979.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -526080.312500 Penalty: 2978.702393
	Iteration 17Q: 3 clusters Score -526080.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -526146.625000 Penalty: 2978.702393
	Iteration 18Q: 3 clusters Score -526146.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -526197.000000 Penalty: 2978.702393
	Iteration 19Q: 3 clusters Score -526197 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -526241.812500 Penalty: 2978.702393
	Iteration 20F: 3 clusters Score -526241.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -526277.687500 Penalty: 2978.702393
	Iteration 21Q: 3 clusters Score -526277.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -526319.562500 Penalty: 2978.702393
	Iteration 22Q: 3 clusters Score -526319.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -526356.750000 Penalty: 2978.702393
	Iteration 23Q: 3 clusters Score -526356.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -526379.500000 Penalty: 2978.702393
	Iteration 24Q: 3 clusters Score -526379.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -526399.937500 Penalty: 2978.702393
	Iteration 25Q: 3 clusters Score -526399.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -526413.750000 Penalty: 2978.702393
	Iteration 26Q: 3 clusters Score -526413.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -526426.437500 Penalty: 2978.702393
	Iteration 27Q: 3 clusters Score -526426.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -526435.812500 Penalty: 2978.702393
	Iteration 28Q: 3 clusters Score -526435.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -526446.250000 Penalty: 2978.702393
	Iteration 29Q: 3 clusters Score -526446.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -526450.187500 Penalty: 2978.702393
	Iteration 30Q: 3 clusters Score -526450.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -526452.125000 Penalty: 2978.702393
	Iteration 31Q: 3 clusters Score -526452.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -526455.187500 Penalty: 2978.702393
	Iteration 32Q: 3 clusters Score -526455.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -526457.312500 Penalty: 2978.702393
	Iteration 33Q: 3 clusters Score -526457.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -526458.875000 Penalty: 2978.702393
	Iteration 34Q: 3 clusters Score -526458.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -526460.187500 Penalty: 2978.702393
	Iteration 35Q: 3 clusters Score -526460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -526460.187500 Penalty: 2978.702393
	Iteration 36Q: 3 clusters Score -526460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -526460.625000 Penalty: 2978.702393
	Iteration 37Q: 3 clusters Score -526460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -526461.250000 Penalty: 2978.702393
	Iteration 38Q: 3 clusters Score -526461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -526462.437500 Penalty: 2978.702393
	Iteration 39Q: 3 clusters Score -526462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -526462.125000 Penalty: 2978.702393
	Iteration 40F: 3 clusters Score -526462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -526462.750000 Penalty: 2978.702393
	Iteration 41Q: 3 clusters Score -526462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -526462.750000 Penalty: 2978.702393
	Iteration 42F: 3 clusters Score -526462.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Entering Unmasked Estep 
Score: -606628.062500 Penalty: 1514.004395
	Iteration 0F: 2 clusters Score -606628.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -598744.750000 Penalty: 3028.008789
	Iteration 0F: 3 clusters Score -598744.8 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -601385.812500 Penalty: 3028.008789
	Iteration 1F: 3 clusters Score -601385.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -601773.750000 Penalty: 3028.008789
	Iteration 2F: 3 clusters Score -601773.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -602153.750000 Penalty: 3028.008789
	Iteration 3F: 3 clusters Score -602153.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -602533.937500 Penalty: 3028.008789
	Iteration 4F: 3 clusters Score -602533.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -602915.500000 Penalty: 3028.008789
	Iteration 5F: 3 clusters Score -602915.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -603302.187500 Penalty: 3028.008789
	Iteration 6F: 3 clusters Score -603302.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -603648.625000 Penalty: 3028.008789
	Iteration 7Q: 3 clusters Score -603648.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -603947.937500 Penalty: 3028.008789
	Iteration 8Q: 3 clusters Score -603947.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -604228.437500 Penalty: 3028.008789
	Iteration 9Q: 3 clusters Score -604228.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -604463.250000 Penalty: 3028.008789
	Iteration 10Q: 3 clusters Score -604463.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -604652.437500 Penalty: 3028.008789
	Iteration 11Q: 3 clusters Score -604652.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -604804.937500 Penalty: 3028.008789
	Iteration 12Q: 3 clusters Score -604804.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -604938.937500 Penalty: 3028.008789
	Iteration 13Q: 3 clusters Score -604938.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -605041.187500 Penalty: 3028.008789
	Iteration 14Q: 3 clusters Score -605041.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -605101.312500 Penalty: 3028.008789
	Iteration 15Q: 3 clusters Score -605101.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -605139.062500 Penalty: 3028.008789
	Iteration 16Q: 3 clusters Score -605139.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -605171.687500 Penalty: 3028.008789
	Iteration 17Q: 3 clusters Score -605171.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -605191.187500 Penalty: 3028.008789
	Iteration 18Q: 3 clusters Score -605191.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -605200.687500 Penalty: 3028.008789
	Iteration 19Q: 3 clusters Score -605200.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -605209.062500 Penalty: 3028.008789
	Iteration 20F: 3 clusters Score -605209.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -605215.250000 Penalty: 3028.008789
	Iteration 21Q: 3 clusters Score -605215.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -605224.625000 Penalty: 3028.008789
	Iteration 22Q: 3 clusters Score -605224.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -605230.937500 Penalty: 3028.008789
	Iteration 23Q: 3 clusters Score -605230.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -605238.625000 Penalty: 3028.008789
	Iteration 24Q: 3 clusters Score -605238.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -605242.812500 Penalty: 3028.008789
	Iteration 25Q: 3 clusters Score -605242.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -605249.875000 Penalty: 3028.008789
	Iteration 26Q: 3 clusters Score -605249.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -605255.750000 Penalty: 3028.008789
	Iteration 27Q: 3 clusters Score -605255.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -605257.937500 Penalty: 3028.008789
	Iteration 28Q: 3 clusters Score -605257.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -605259.875000 Penalty: 3028.008789
	Iteration 29Q: 3 clusters Score -605259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -605261.187500 Penalty: 3028.008789
	Iteration 30Q: 3 clusters Score -605261.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -605260.875000 Penalty: 3028.008789
	Iteration 31Q: 3 clusters Score -605260.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -605263.625000 Penalty: 3028.008789
	Iteration 32Q: 3 clusters Score -605263.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -605264.250000 Penalty: 3028.008789
	Iteration 33Q: 3 clusters Score -605264.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -605265.875000 Penalty: 3028.008789
	Iteration 34Q: 3 clusters Score -605265.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -605269.062500 Penalty: 3028.008789
	Iteration 35Q: 3 clusters Score -605269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -605269.625000 Penalty: 3028.008789
	Iteration 36Q: 3 clusters Score -605269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -605270.625000 Penalty: 3028.008789
	Iteration 37Q: 3 clusters Score -605270.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -605273.375000 Penalty: 3028.008789
	Iteration 38Q: 3 clusters Score -605273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -605273.812500 Penalty: 3028.008789
	Iteration 39Q: 3 clusters Score -605273.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -605275.812500 Penalty: 3028.008789
	Iteration 40F: 3 clusters Score -605275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -605277.062500 Penalty: 3028.008789
	Iteration 41Q: 3 clusters Score -605277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -605277.000000 Penalty: 3028.008789
	Iteration 42Q: 3 clusters Score -605277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -605276.500000 Penalty: 3028.008789
	Iteration 43Q: 3 clusters Score -605276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -605277.625000 Penalty: 3028.008789
	Iteration 44Q: 3 clusters Score -605277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -605279.000000 Penalty: 3028.008789
	Iteration 45Q: 3 clusters Score -605279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -605278.875000 Penalty: 3028.008789
	Iteration 46Q: 3 clusters Score -605278.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -605278.875000 Penalty: 3028.008789
	Iteration 47F: 3 clusters Score -605278.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -178495.640625 Penalty: 1312.130493
	Iteration 0F: 2 clusters Score -178495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -175662.140625 Penalty: 2624.260986
	Iteration 0F: 3 clusters Score -175662.1 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -176485.359375 Penalty: 2624.260986
	Iteration 1F: 3 clusters Score -176485.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -176792.328125 Penalty: 2624.260986
	Iteration 2F: 3 clusters Score -176792.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -176987.687500 Penalty: 2624.260986
	Iteration 3F: 3 clusters Score -176987.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -177147.281250 Penalty: 2624.260986
	Iteration 4F: 3 clusters Score -177147.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -177284.640625 Penalty: 2624.260986
	Iteration 5F: 3 clusters Score -177284.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -177409.281250 Penalty: 2624.260986
	Iteration 6Q: 3 clusters Score -177409.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -177542.000000 Penalty: 2624.260986
	Iteration 7Q: 3 clusters Score -177542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177648.093750 Penalty: 2624.260986
	Iteration 8Q: 3 clusters Score -177648.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -177729.218750 Penalty: 2624.260986
	Iteration 9Q: 3 clusters Score -177729.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -177790.171875 Penalty: 2624.260986
	Iteration 10Q: 3 clusters Score -177790.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -177838.484375 Penalty: 2624.260986
	Iteration 11Q: 3 clusters Score -177838.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -177865.281250 Penalty: 2624.260986
	Iteration 12Q: 3 clusters Score -177865.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -177884.203125 Penalty: 2624.260986
	Iteration 13Q: 3 clusters Score -177884.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -177900.625000 Penalty: 2624.260986
	Iteration 14Q: 3 clusters Score -177900.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -177912.328125 Penalty: 2624.260986
	Iteration 15Q: 3 clusters Score -177912.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -177919.171875 Penalty: 2624.260986
	Iteration 16Q: 3 clusters Score -177919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -177925.093750 Penalty: 2624.260986
	Iteration 17Q: 3 clusters Score -177925.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -177931.812500 Penalty: 2624.260986
	Iteration 18Q: 3 clusters Score -177931.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -177943.250000 Penalty: 2624.260986
	Iteration 19Q: 3 clusters Score -177943.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -177953.703125 Penalty: 2624.260986
	Iteration 20F: 3 clusters Score -177953.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -177964.296875 Penalty: 2624.260986
	Iteration 21Q: 3 clusters Score -177964.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -177970.171875 Penalty: 2624.260986
	Iteration 22Q: 3 clusters Score -177970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -177975.546875 Penalty: 2624.260986
	Iteration 23Q: 3 clusters Score -177975.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -177980.406250 Penalty: 2624.260986
	Iteration 24Q: 3 clusters Score -177980.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -177983.375000 Penalty: 2624.260986
	Iteration 25Q: 3 clusters Score -177983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -177983.828125 Penalty: 2624.260986
	Iteration 26Q: 3 clusters Score -177983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -177983.828125 Penalty: 2624.260986
	Iteration 27F: 3 clusters Score -177983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Entering Unmasked Estep 
Score: -382475.781250 Penalty: 1445.004761
	Iteration 0F: 2 clusters Score -382475.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -377064.781250 Penalty: 2890.009521
	Iteration 0F: 3 clusters Score -377064.8 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -378817.781250 Penalty: 2890.009521
	Iteration 1F: 3 clusters Score -378817.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -379169.062500 Penalty: 2890.009521
	Iteration 2F: 3 clusters Score -379169.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -379683.406250 Penalty: 2890.009521
	Iteration 3F: 3 clusters Score -379683.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -380390.250000 Penalty: 2890.009521
	Iteration 4F: 3 clusters Score -380390.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -381170.093750 Penalty: 2890.009521
	Iteration 5F: 3 clusters Score -381170.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -381713.875000 Penalty: 2890.009521
	Iteration 6F: 3 clusters Score -381713.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -381999.781250 Penalty: 2890.009521
	Iteration 7F: 3 clusters Score -381999.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -382134.375000 Penalty: 2890.009521
	Iteration 8Q: 3 clusters Score -382134.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -382195.593750 Penalty: 2890.009521
	Iteration 9Q: 3 clusters Score -382195.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -382223.406250 Penalty: 2890.009521
	Iteration 10Q: 3 clusters Score -382223.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -382238.750000 Penalty: 2890.009521
	Iteration 11Q: 3 clusters Score -382238.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -382248.500000 Penalty: 2890.009521
	Iteration 12Q: 3 clusters Score -382248.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -382257.562500 Penalty: 2890.009521
	Iteration 13Q: 3 clusters Score -382257.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -382265.437500 Penalty: 2890.009521
	Iteration 14Q: 3 clusters Score -382265.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -382273.593750 Penalty: 2890.009521
	Iteration 15Q: 3 clusters Score -382273.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -382277.187500 Penalty: 2890.009521
	Iteration 16Q: 3 clusters Score -382277.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -382280.437500 Penalty: 2890.009521
	Iteration 17Q: 3 clusters Score -382280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -382281.406250 Penalty: 2890.009521
	Iteration 18Q: 3 clusters Score -382281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -382282.562500 Penalty: 2890.009521
	Iteration 19Q: 3 clusters Score -382282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -382283.437500 Penalty: 2890.009521
	Iteration 20F: 3 clusters Score -382283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -382283.843750 Penalty: 2890.009521
	Iteration 21Q: 3 clusters Score -382283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -382285.500000 Penalty: 2890.009521
	Iteration 22Q: 3 clusters Score -382285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -382285.312500 Penalty: 2890.009521
	Iteration 23Q: 3 clusters Score -382285.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -382286.343750 Penalty: 2890.009521
	Iteration 24Q: 3 clusters Score -382286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -382285.812500 Penalty: 2890.009521
	Iteration 25Q: 3 clusters Score -382285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -382286.875000 Penalty: 2890.009521
	Iteration 26Q: 3 clusters Score -382286.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -382286.562500 Penalty: 2890.009521
	Iteration 27Q: 3 clusters Score -382286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -382287.468750 Penalty: 2890.009521
	Iteration 28Q: 3 clusters Score -382287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -382287.343750 Penalty: 2890.009521
	Iteration 29Q: 3 clusters Score -382287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -382287.343750 Penalty: 2890.009521
	Iteration 30F: 3 clusters Score -382287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Entering Unmasked Estep 
Score: -300019.937500 Penalty: 1402.082153
	Iteration 0F: 2 clusters Score -300019.9 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 2768 members 
Entering Unmasked Estep 
Score: -295636.250000 Penalty: 2804.164307
	Iteration 0F: 3 clusters Score -295636.2 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -296976.375000 Penalty: 2804.164307
	Iteration 1F: 3 clusters Score -296976.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -297252.937500 Penalty: 2804.164307
	Iteration 2F: 3 clusters Score -297252.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -297528.156250 Penalty: 2804.164307
	Iteration 3F: 3 clusters Score -297528.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -297823.562500 Penalty: 2804.164307
	Iteration 4F: 3 clusters Score -297823.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -298175.781250 Penalty: 2804.164307
	Iteration 5F: 3 clusters Score -298175.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -298504.625000 Penalty: 2804.164307
	Iteration 6F: 3 clusters Score -298504.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -298757.843750 Penalty: 2804.164307
	Iteration 7F: 3 clusters Score -298757.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -298953.281250 Penalty: 2804.164307
	Iteration 8Q: 3 clusters Score -298953.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -299078.687500 Penalty: 2804.164307
	Iteration 9Q: 3 clusters Score -299078.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -299184.312500 Penalty: 2804.164307
	Iteration 10Q: 3 clusters Score -299184.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -299255.312500 Penalty: 2804.164307
	Iteration 11Q: 3 clusters Score -299255.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -299327.218750 Penalty: 2804.164307
	Iteration 12Q: 3 clusters Score -299327.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -299381.000000 Penalty: 2804.164307
	Iteration 13Q: 3 clusters Score -299381 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -299425.718750 Penalty: 2804.164307
	Iteration 14Q: 3 clusters Score -299425.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -299456.531250 Penalty: 2804.164307
	Iteration 15Q: 3 clusters Score -299456.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -299489.656250 Penalty: 2804.164307
	Iteration 16Q: 3 clusters Score -299489.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -299514.500000 Penalty: 2804.164307
	Iteration 17Q: 3 clusters Score -299514.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -299529.156250 Penalty: 2804.164307
	Iteration 18Q: 3 clusters Score -299529.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -299560.625000 Penalty: 2804.164307
	Iteration 19Q: 3 clusters Score -299560.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -299612.531250 Penalty: 2804.164307
	Iteration 20F: 3 clusters Score -299612.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -299680.156250 Penalty: 2804.164307
	Iteration 21Q: 3 clusters Score -299680.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -299761.562500 Penalty: 2804.164307
	Iteration 22Q: 3 clusters Score -299761.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -299844.781250 Penalty: 2804.164307
	Iteration 23Q: 3 clusters Score -299844.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -299900.906250 Penalty: 2804.164307
	Iteration 24Q: 3 clusters Score -299900.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -299938.312500 Penalty: 2804.164307
	Iteration 25Q: 3 clusters Score -299938.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -299971.625000 Penalty: 2804.164307
	Iteration 26Q: 3 clusters Score -299971.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -300017.125000 Penalty: 2804.164307
	Iteration 27Q: 3 clusters Score -300017.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -300064.312500 Penalty: 2804.164307
	Iteration 28Q: 3 clusters Score -300064.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -300105.531250 Penalty: 2804.164307
	Iteration 29Q: 3 clusters Score -300105.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -300147.937500 Penalty: 2804.164307
	Iteration 30Q: 3 clusters Score -300147.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -300180.250000 Penalty: 2804.164307
	Iteration 31Q: 3 clusters Score -300180.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -300207.718750 Penalty: 2804.164307
	Iteration 32Q: 3 clusters Score -300207.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -300232.062500 Penalty: 2804.164307
	Iteration 33Q: 3 clusters Score -300232.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -300252.750000 Penalty: 2804.164307
	Iteration 34Q: 3 clusters Score -300252.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -300266.187500 Penalty: 2804.164307
	Iteration 35Q: 3 clusters Score -300266.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -300273.656250 Penalty: 2804.164307
	Iteration 36Q: 3 clusters Score -300273.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -300278.250000 Penalty: 2804.164307
	Iteration 37Q: 3 clusters Score -300278.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -300281.125000 Penalty: 2804.164307
	Iteration 38Q: 3 clusters Score -300281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -300284.468750 Penalty: 2804.164307
	Iteration 39Q: 3 clusters Score -300284.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -300287.843750 Penalty: 2804.164307
	Iteration 40F: 3 clusters Score -300287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -300290.812500 Penalty: 2804.164307
	Iteration 41Q: 3 clusters Score -300290.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -300292.250000 Penalty: 2804.164307
	Iteration 42Q: 3 clusters Score -300292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -300292.656250 Penalty: 2804.164307
	Iteration 43Q: 3 clusters Score -300292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -300293.312500 Penalty: 2804.164307
	Iteration 44Q: 3 clusters Score -300293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -300293.312500 Penalty: 2804.164307
	Iteration 45F: 3 clusters Score -300293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105416 members 
Mstep: Class 5 contains 40233 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 16585 members 
Mstep: Class 9 contains 17281 members 
Mstep: Class 10 contains 17993 members 
Mstep: Class 11 contains 12931 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4215 members 
Mstep: Class 15 contains 17720 members 
Mstep: Class 16 contains 94415 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9559 members 
Mstep: Class 20 contains 11125 members 
Mstep: Class 21 contains 3212 members 
Mstep: Class 22 contains 7276 members 
Mstep: Class 23 contains 1814 members 
Mstep: Class 24 contains 42121 members 
Mstep: Class 25 contains 4172 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 139112 members 
Mstep: Class 29 contains 5425 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 938 members 
Mstep: Class 32 contains 3773 members 
Entering Unmasked Estep 
Score: -34146424.000000 Penalty: 69384.421875
Splitting cluster 23 changes total score from -34147040.000000 to -34146424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (42121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Entering Unmasked Estep 
Score: -2432127.250000 Penalty: 1730.349121
	Iteration 0F: 2 clusters Score -2432127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2404009.750000 Penalty: 3460.698242
	Iteration 0F: 3 clusters Score -2404010 nChanged 19628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2415286.000000 Penalty: 3460.698242
	Iteration 1F: 3 clusters Score -2415286 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2416043.250000 Penalty: 3460.698242
	Iteration 2Q: 3 clusters Score -2416043 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2416897.000000 Penalty: 3460.698242
	Iteration 3Q: 3 clusters Score -2416897 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2417915.750000 Penalty: 3460.698242
	Iteration 4F: 3 clusters Score -2417916 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2419128.750000 Penalty: 3460.698242
	Iteration 5F: 3 clusters Score -2419129 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2420394.000000 Penalty: 3460.698242
	Iteration 6F: 3 clusters Score -2420394 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2421685.750000 Penalty: 3460.698242
	Iteration 7F: 3 clusters Score -2421686 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2422845.500000 Penalty: 3460.698242
	Iteration 8Q: 3 clusters Score -2422846 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2423873.500000 Penalty: 3460.698242
	Iteration 9Q: 3 clusters Score -2423874 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2424627.250000 Penalty: 3460.698242
	Iteration 10Q: 3 clusters Score -2424627 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2425060.750000 Penalty: 3460.698242
	Iteration 11Q: 3 clusters Score -2425061 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2425290.000000 Penalty: 3460.698242
	Iteration 12Q: 3 clusters Score -2425290 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2425409.000000 Penalty: 3460.698242
	Iteration 13Q: 3 clusters Score -2425409 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2425485.750000 Penalty: 3460.698242
	Iteration 14Q: 3 clusters Score -2425486 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2425557.500000 Penalty: 3460.698242
	Iteration 15Q: 3 clusters Score -2425558 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2425651.500000 Penalty: 3460.698242
	Iteration 16Q: 3 clusters Score -2425652 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2425705.000000 Penalty: 3460.698242
	Iteration 17Q: 3 clusters Score -2425705 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -2425749.000000 Penalty: 3460.698242
	Iteration 18Q: 3 clusters Score -2425749 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -2425799.250000 Penalty: 3460.698242
	Iteration 19Q: 3 clusters Score -2425799 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2425839.000000 Penalty: 3460.698242
	Iteration 20F: 3 clusters Score -2425839 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -2425880.000000 Penalty: 3460.698242
	Iteration 21Q: 3 clusters Score -2425880 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -2425943.750000 Penalty: 3460.698242
	Iteration 22Q: 3 clusters Score -2425944 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2426011.500000 Penalty: 3460.698242
	Iteration 23Q: 3 clusters Score -2426012 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -2426072.250000 Penalty: 3460.698242
	Iteration 24Q: 3 clusters Score -2426072 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -2426150.000000 Penalty: 3460.698242
	Iteration 25Q: 3 clusters Score -2426150 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -2426230.750000 Penalty: 3460.698242
	Iteration 26Q: 3 clusters Score -2426231 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -2426350.000000 Penalty: 3460.698242
	Iteration 27Q: 3 clusters Score -2426350 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -2426483.250000 Penalty: 3460.698242
	Iteration 28Q: 3 clusters Score -2426483 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -2426618.000000 Penalty: 3460.698242
	Iteration 29Q: 3 clusters Score -2426618 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -2426736.000000 Penalty: 3460.698242
	Iteration 30Q: 3 clusters Score -2426736 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -2426876.500000 Penalty: 3460.698242
	Iteration 31Q: 3 clusters Score -2426876 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -2426999.250000 Penalty: 3460.698242
	Iteration 32Q: 3 clusters Score -2426999 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -2427173.500000 Penalty: 3460.698242
	Iteration 33Q: 3 clusters Score -2427174 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -2427380.500000 Penalty: 3460.698242
	Iteration 34Q: 3 clusters Score -2427380 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -2427603.000000 Penalty: 3460.698242
	Iteration 35Q: 3 clusters Score -2427603 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -2427801.000000 Penalty: 3460.698242
	Iteration 36Q: 3 clusters Score -2427801 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -2428043.500000 Penalty: 3460.698242
	Iteration 37Q: 3 clusters Score -2428044 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -2428315.750000 Penalty: 3460.698242
	Iteration 38Q: 3 clusters Score -2428316 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -2428623.000000 Penalty: 3460.698242
	Iteration 39Q: 3 clusters Score -2428623 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -2428972.500000 Penalty: 3460.698242
	Iteration 40F: 3 clusters Score -2428972 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -2429295.000000 Penalty: 3460.698242
	Iteration 41Q: 3 clusters Score -2429295 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -2429573.000000 Penalty: 3460.698242
	Iteration 42Q: 3 clusters Score -2429573 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -2429864.000000 Penalty: 3460.698242
	Iteration 43Q: 3 clusters Score -2429864 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -2430119.500000 Penalty: 3460.698242
	Iteration 44Q: 3 clusters Score -2430120 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -2430279.250000 Penalty: 3460.698242
	Iteration 45Q: 3 clusters Score -2430279 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -2430421.250000 Penalty: 3460.698242
	Iteration 46Q: 3 clusters Score -2430421 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -2430526.000000 Penalty: 3460.698242
	Iteration 47Q: 3 clusters Score -2430526 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -2430583.000000 Penalty: 3460.698242
	Iteration 48Q: 3 clusters Score -2430583 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -2430649.500000 Penalty: 3460.698242
	Iteration 49Q: 3 clusters Score -2430650 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -2430678.000000 Penalty: 3460.698242
	Iteration 50Q: 3 clusters Score -2430678 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -2430702.250000 Penalty: 3460.698242
	Iteration 51Q: 3 clusters Score -2430702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -2430719.500000 Penalty: 3460.698242
	Iteration 52Q: 3 clusters Score -2430720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -2430748.000000 Penalty: 3460.698242
	Iteration 53Q: 3 clusters Score -2430748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -2430769.750000 Penalty: 3460.698242
	Iteration 54Q: 3 clusters Score -2430770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -2430786.000000 Penalty: 3460.698242
	Iteration 55Q: 3 clusters Score -2430786 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -2430805.250000 Penalty: 3460.698242
	Iteration 56Q: 3 clusters Score -2430805 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -2430820.250000 Penalty: 3460.698242
	Iteration 57Q: 3 clusters Score -2430820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -2430834.250000 Penalty: 3460.698242
	Iteration 58Q: 3 clusters Score -2430834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -2430836.250000 Penalty: 3460.698242
	Iteration 59Q: 3 clusters Score -2430836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -2430846.000000 Penalty: 3460.698242
	Iteration 60F: 3 clusters Score -2430846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -2430862.750000 Penalty: 3460.698242
	Iteration 61Q: 3 clusters Score -2430863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -2430864.750000 Penalty: 3460.698242
	Iteration 62Q: 3 clusters Score -2430865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -2430873.250000 Penalty: 3460.698242
	Iteration 63Q: 3 clusters Score -2430873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -2430877.750000 Penalty: 3460.698242
	Iteration 64Q: 3 clusters Score -2430878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -2430883.000000 Penalty: 3460.698242
	Iteration 65Q: 3 clusters Score -2430883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -2430893.250000 Penalty: 3460.698242
	Iteration 66Q: 3 clusters Score -2430893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -2430903.000000 Penalty: 3460.698242
	Iteration 67Q: 3 clusters Score -2430903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -2430906.500000 Penalty: 3460.698242
	Iteration 68Q: 3 clusters Score -2430906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -2430909.500000 Penalty: 3460.698242
	Iteration 69Q: 3 clusters Score -2430910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -2430910.500000 Penalty: 3460.698242
	Iteration 70Q: 3 clusters Score -2430910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -2430914.250000 Penalty: 3460.698242
	Iteration 71Q: 3 clusters Score -2430914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -2430913.750000 Penalty: 3460.698242
	Iteration 72Q: 3 clusters Score -2430914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -2430918.000000 Penalty: 3460.698242
	Iteration 73Q: 3 clusters Score -2430918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -2430923.000000 Penalty: 3460.698242
	Iteration 74Q: 3 clusters Score -2430923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -2430927.000000 Penalty: 3460.698242
	Iteration 75Q: 3 clusters Score -2430927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -2430931.750000 Penalty: 3460.698242
	Iteration 76Q: 3 clusters Score -2430932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -2430932.750000 Penalty: 3460.698242
	Iteration 77Q: 3 clusters Score -2430933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -2430938.500000 Penalty: 3460.698242
	Iteration 78Q: 3 clusters Score -2430938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -2430945.500000 Penalty: 3460.698242
	Iteration 79Q: 3 clusters Score -2430946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -2430947.250000 Penalty: 3460.698242
	Iteration 80F: 3 clusters Score -2430947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -2430947.000000 Penalty: 3460.698242
	Iteration 81Q: 3 clusters Score -2430947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -2430954.000000 Penalty: 3460.698242
	Iteration 82Q: 3 clusters Score -2430954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -2430955.500000 Penalty: 3460.698242
	Iteration 83Q: 3 clusters Score -2430956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -2430956.000000 Penalty: 3460.698242
	Iteration 84Q: 3 clusters Score -2430956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -2430956.750000 Penalty: 3460.698242
	Iteration 85Q: 3 clusters Score -2430957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -2430959.750000 Penalty: 3460.698242
	Iteration 86Q: 3 clusters Score -2430960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -2430962.000000 Penalty: 3460.698242
	Iteration 87Q: 3 clusters Score -2430962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -2430961.250000 Penalty: 3460.698242
	Iteration 88Q: 3 clusters Score -2430961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -2430962.500000 Penalty: 3460.698242
	Iteration 89Q: 3 clusters Score -2430962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -2430963.250000 Penalty: 3460.698242
	Iteration 90Q: 3 clusters Score -2430963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -2430963.250000 Penalty: 3460.698242
	Iteration 91Q: 3 clusters Score -2430963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -2430965.750000 Penalty: 3460.698242
	Iteration 92Q: 3 clusters Score -2430966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -2430971.000000 Penalty: 3460.698242
	Iteration 93Q: 3 clusters Score -2430971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -2430971.500000 Penalty: 3460.698242
	Iteration 94Q: 3 clusters Score -2430972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -2430973.250000 Penalty: 3460.698242
	Iteration 95Q: 3 clusters Score -2430973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -2430970.500000 Penalty: 3460.698242
	Iteration 96Q: 3 clusters Score -2430970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -2430970.250000 Penalty: 3460.698242
	Iteration 97Q: 3 clusters Score -2430970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -2430970.250000 Penalty: 3460.698242
	Iteration 98F: 3 clusters Score -2430970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Entering Unmasked Estep 
Score: -241745.093750 Penalty: 1354.624512
	Iteration 0F: 2 clusters Score -241745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -238339.265625 Penalty: 2709.249023
	Iteration 0F: 3 clusters Score -238339.3 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -239285.921875 Penalty: 2709.249023
	Iteration 1F: 3 clusters Score -239285.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -239563.593750 Penalty: 2709.249023
	Iteration 2F: 3 clusters Score -239563.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -239829.828125 Penalty: 2709.249023
	Iteration 3F: 3 clusters Score -239829.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -240084.796875 Penalty: 2709.249023
	Iteration 4F: 3 clusters Score -240084.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -240280.015625 Penalty: 2709.249023
	Iteration 5F: 3 clusters Score -240280 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -240474.562500 Penalty: 2709.249023
	Iteration 6F: 3 clusters Score -240474.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -240648.109375 Penalty: 2709.249023
	Iteration 7Q: 3 clusters Score -240648.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -240786.890625 Penalty: 2709.249023
	Iteration 8Q: 3 clusters Score -240786.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -240888.015625 Penalty: 2709.249023
	Iteration 9Q: 3 clusters Score -240888 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -240949.921875 Penalty: 2709.249023
	Iteration 10Q: 3 clusters Score -240949.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -240985.250000 Penalty: 2709.249023
	Iteration 11Q: 3 clusters Score -240985.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -241007.875000 Penalty: 2709.249023
	Iteration 12Q: 3 clusters Score -241007.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -241021.906250 Penalty: 2709.249023
	Iteration 13Q: 3 clusters Score -241021.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -241029.140625 Penalty: 2709.249023
	Iteration 14Q: 3 clusters Score -241029.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -241039.015625 Penalty: 2709.249023
	Iteration 15Q: 3 clusters Score -241039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -241042.718750 Penalty: 2709.249023
	Iteration 16Q: 3 clusters Score -241042.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -241045.046875 Penalty: 2709.249023
	Iteration 17Q: 3 clusters Score -241045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -241047.500000 Penalty: 2709.249023
	Iteration 18Q: 3 clusters Score -241047.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -241048.890625 Penalty: 2709.249023
	Iteration 19Q: 3 clusters Score -241048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -241049.703125 Penalty: 2709.249023
	Iteration 20F: 3 clusters Score -241049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -241050.156250 Penalty: 2709.249023
	Iteration 21Q: 3 clusters Score -241050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -241050.734375 Penalty: 2709.249023
	Iteration 22Q: 3 clusters Score -241050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -241051.859375 Penalty: 2709.249023
	Iteration 23Q: 3 clusters Score -241051.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -241054.703125 Penalty: 2709.249023
	Iteration 24Q: 3 clusters Score -241054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -241055.812500 Penalty: 2709.249023
	Iteration 25Q: 3 clusters Score -241055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -241056.937500 Penalty: 2709.249023
	Iteration 26Q: 3 clusters Score -241056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -241056.937500 Penalty: 2709.249023
	Iteration 27F: 3 clusters Score -241056.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -95957.312500 Penalty: 1227.494263
	Iteration 0F: 2 clusters Score -95957.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -93922.531250 Penalty: 2454.988525
	Iteration 0F: 3 clusters Score -93922.53 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -94345.757812 Penalty: 2454.988525
	Iteration 1F: 3 clusters Score -94345.76 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -94475.179688 Penalty: 2454.988525
	Iteration 2F: 3 clusters Score -94475.18 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -94559.242188 Penalty: 2454.988525
	Iteration 3F: 3 clusters Score -94559.24 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -94623.320312 Penalty: 2454.988525
	Iteration 4Q: 3 clusters Score -94623.32 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -94697.500000 Penalty: 2454.988525
	Iteration 5Q: 3 clusters Score -94697.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -94810.468750 Penalty: 2454.988525
	Iteration 6Q: 3 clusters Score -94810.47 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -94943.531250 Penalty: 2454.988525
	Iteration 7Q: 3 clusters Score -94943.53 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -95112.921875 Penalty: 2454.988525
	Iteration 8Q: 3 clusters Score -95112.92 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -95213.812500 Penalty: 2454.988525
	Iteration 9Q: 3 clusters Score -95213.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -95261.562500 Penalty: 2454.988525
	Iteration 10Q: 3 clusters Score -95261.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -95324.453125 Penalty: 2454.988525
	Iteration 11Q: 3 clusters Score -95324.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -95389.617188 Penalty: 2454.988525
	Iteration 12Q: 3 clusters Score -95389.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -95433.031250 Penalty: 2454.988525
	Iteration 13Q: 3 clusters Score -95433.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -95475.890625 Penalty: 2454.988525
	Iteration 14Q: 3 clusters Score -95475.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -95502.375000 Penalty: 2454.988525
	Iteration 15Q: 3 clusters Score -95502.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -95530.031250 Penalty: 2454.988525
	Iteration 16Q: 3 clusters Score -95530.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -95554.070312 Penalty: 2454.988525
	Iteration 17Q: 3 clusters Score -95554.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -95571.765625 Penalty: 2454.988525
	Iteration 18Q: 3 clusters Score -95571.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -95597.187500 Penalty: 2454.988525
	Iteration 19Q: 3 clusters Score -95597.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -95614.679688 Penalty: 2454.988525
	Iteration 20F: 3 clusters Score -95614.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -95625.851562 Penalty: 2454.988525
	Iteration 21Q: 3 clusters Score -95625.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -95632.976562 Penalty: 2454.988525
	Iteration 22Q: 3 clusters Score -95632.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -95642.445312 Penalty: 2454.988525
	Iteration 23Q: 3 clusters Score -95642.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -95646.921875 Penalty: 2454.988525
	Iteration 24Q: 3 clusters Score -95646.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -95651.289062 Penalty: 2454.988525
	Iteration 25Q: 3 clusters Score -95651.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -95653.429688 Penalty: 2454.988525
	Iteration 26Q: 3 clusters Score -95653.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -95655.789062 Penalty: 2454.988525
	Iteration 27Q: 3 clusters Score -95655.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -95658.085938 Penalty: 2454.988525
	Iteration 28Q: 3 clusters Score -95658.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -95658.859375 Penalty: 2454.988525
	Iteration 29Q: 3 clusters Score -95658.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -95660.085938 Penalty: 2454.988525
	Iteration 30Q: 3 clusters Score -95660.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -95662.335938 Penalty: 2454.988525
	Iteration 31Q: 3 clusters Score -95662.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -95663.734375 Penalty: 2454.988525
	Iteration 32Q: 3 clusters Score -95663.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -95664.195312 Penalty: 2454.988525
	Iteration 33Q: 3 clusters Score -95664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -95664.421875 Penalty: 2454.988525
	Iteration 34Q: 3 clusters Score -95664.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -95664.421875 Penalty: 2454.988525
	Iteration 35F: 3 clusters Score -95664.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -100123.585938 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -100123.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -97928.132812 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -97928.13 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -98455.421875 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -98455.42 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -98596.484375 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -98596.48 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -98715.531250 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -98715.53 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -98812.523438 Penalty: 2493.040771
	Iteration 4Q: 3 clusters Score -98812.52 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -98901.109375 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -98901.11 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -98978.195312 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -98978.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -99050.875000 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -99050.88 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -99100.023438 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -99100.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -99135.500000 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -99135.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -99162.640625 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -99162.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -99186.539062 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -99186.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -99206.273438 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -99206.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -99222.859375 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -99222.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -99236.687500 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -99236.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -99252.257812 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -99252.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -99264.914062 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -99264.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -99272.796875 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -99272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -99278.398438 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -99278.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -99287.132812 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -99287.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99296.445312 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -99296.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -99305.679688 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -99305.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -99312.031250 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -99312.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -99319.515625 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -99319.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -99332.187500 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -99332.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -99343.203125 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -99343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -99353.531250 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -99353.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -99361.000000 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -99361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -99366.062500 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -99366.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -99371.226562 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -99371.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -99374.085938 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -99374.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -99376.390625 Penalty: 2493.040771
	Iteration 31Q: 3 clusters Score -99376.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -99380.554688 Penalty: 2493.040771
	Iteration 32Q: 3 clusters Score -99380.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -99381.273438 Penalty: 2493.040771
	Iteration 33Q: 3 clusters Score -99381.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -99382.554688 Penalty: 2493.040771
	Iteration 34Q: 3 clusters Score -99382.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -99382.554688 Penalty: 2493.040771
	Iteration 35F: 3 clusters Score -99382.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (139112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139112 members 
Entering Unmasked Estep 
Score: -8166202.500000 Penalty: 1924.493164
	Iteration 0F: 2 clusters Score -8166202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -8072769.000000 Penalty: 3848.986328
	Iteration 0F: 3 clusters Score -8072769 nChanged 67161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -8111952.000000 Penalty: 3848.986328
	Iteration 1F: 3 clusters Score -8111952 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -8112774.500000 Penalty: 3848.986328
	Iteration 2Q: 3 clusters Score -8112774 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -8113861.500000 Penalty: 3848.986328
	Iteration 3Q: 3 clusters Score -8113862 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -8115309.500000 Penalty: 3848.986328
	Iteration 4Q: 3 clusters Score -8115310 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -8117337.000000 Penalty: 3848.986328
	Iteration 5Q: 3 clusters Score -8117337 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -8120293.500000 Penalty: 3848.986328
	Iteration 6Q: 3 clusters Score -8120294 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -8124471.500000 Penalty: 3848.986328
	Iteration 7F: 3 clusters Score -8124472 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -8130005.500000 Penalty: 3848.986328
	Iteration 8F: 3 clusters Score -8130006 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -8136787.000000 Penalty: 3848.986328
	Iteration 9F: 3 clusters Score -8136787 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -8144075.500000 Penalty: 3848.986328
	Iteration 10F: 3 clusters Score -8144076 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118169 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -8150758.500000 Penalty: 3848.986328
	Iteration 11F: 3 clusters Score -8150758 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125132 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -8156040.000000 Penalty: 3848.986328
	Iteration 12F: 3 clusters Score -8156040 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130133 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -8159477.000000 Penalty: 3848.986328
	Iteration 13Q: 3 clusters Score -8159477 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -8161620.000000 Penalty: 3848.986328
	Iteration 14Q: 3 clusters Score -8161620 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135427 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8162894.500000 Penalty: 3848.986328
	Iteration 15Q: 3 clusters Score -8162894 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136593 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8163537.000000 Penalty: 3848.986328
	Iteration 16Q: 3 clusters Score -8163537 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8163904.500000 Penalty: 3848.986328
	Iteration 17Q: 3 clusters Score -8163904 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137668 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8164142.000000 Penalty: 3848.986328
	Iteration 18Q: 3 clusters Score -8164142 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137919 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8164277.500000 Penalty: 3848.986328
	Iteration 19Q: 3 clusters Score -8164278 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138092 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8164372.500000 Penalty: 3848.986328
	Iteration 20F: 3 clusters Score -8164372 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138199 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8164435.000000 Penalty: 3848.986328
	Iteration 21Q: 3 clusters Score -8164435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138270 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8164471.500000 Penalty: 3848.986328
	Iteration 22Q: 3 clusters Score -8164472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138320 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8164496.000000 Penalty: 3848.986328
	Iteration 23Q: 3 clusters Score -8164496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138354 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8164515.500000 Penalty: 3848.986328
	Iteration 24Q: 3 clusters Score -8164516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138381 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8164537.000000 Penalty: 3848.986328
	Iteration 25Q: 3 clusters Score -8164537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8164543.500000 Penalty: 3848.986328
	Iteration 26Q: 3 clusters Score -8164544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138414 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8164559.500000 Penalty: 3848.986328
	Iteration 27Q: 3 clusters Score -8164560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138427 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8164573.000000 Penalty: 3848.986328
	Iteration 28Q: 3 clusters Score -8164573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138434 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8164581.000000 Penalty: 3848.986328
	Iteration 29Q: 3 clusters Score -8164581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138438 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8164590.500000 Penalty: 3848.986328
	Iteration 30Q: 3 clusters Score -8164590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138444 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8164591.500000 Penalty: 3848.986328
	Iteration 31Q: 3 clusters Score -8164592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138445 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8164603.500000 Penalty: 3848.986328
	Iteration 32Q: 3 clusters Score -8164604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138442 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8164605.500000 Penalty: 3848.986328
	Iteration 33Q: 3 clusters Score -8164606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138444 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8164613.000000 Penalty: 3848.986328
	Iteration 34Q: 3 clusters Score -8164613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138445 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8164610.000000 Penalty: 3848.986328
	Iteration 35Q: 3 clusters Score -8164610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138453 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8164610.500000 Penalty: 3848.986328
	Iteration 36Q: 3 clusters Score -8164610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138463 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8164610.500000 Penalty: 3848.986328
	Iteration 37Q: 3 clusters Score -8164610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138465 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8164615.000000 Penalty: 3848.986328
	Iteration 38Q: 3 clusters Score -8164615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138465 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8164618.000000 Penalty: 3848.986328
	Iteration 39Q: 3 clusters Score -8164618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138464 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8164619.500000 Penalty: 3848.986328
	Iteration 40F: 3 clusters Score -8164620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Entering Unmasked Estep 
Score: -310698.875000 Penalty: 1397.300659
	Iteration 0F: 2 clusters Score -310698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -306482.281250 Penalty: 2794.601318
	Iteration 0F: 3 clusters Score -306482.3 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -307611.687500 Penalty: 2794.601318
	Iteration 1F: 3 clusters Score -307611.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -307788.625000 Penalty: 2794.601318
	Iteration 2F: 3 clusters Score -307788.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -307912.531250 Penalty: 2794.601318
	Iteration 3F: 3 clusters Score -307912.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -308017.718750 Penalty: 2794.601318
	Iteration 4Q: 3 clusters Score -308017.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -308114.343750 Penalty: 2794.601318
	Iteration 5Q: 3 clusters Score -308114.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -308203.187500 Penalty: 2794.601318
	Iteration 6Q: 3 clusters Score -308203.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -308304.968750 Penalty: 2794.601318
	Iteration 7Q: 3 clusters Score -308305 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -308413.281250 Penalty: 2794.601318
	Iteration 8Q: 3 clusters Score -308413.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -308536.593750 Penalty: 2794.601318
	Iteration 9Q: 3 clusters Score -308536.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -308664.125000 Penalty: 2794.601318
	Iteration 10Q: 3 clusters Score -308664.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -308788.156250 Penalty: 2794.601318
	Iteration 11Q: 3 clusters Score -308788.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -308922.500000 Penalty: 2794.601318
	Iteration 12Q: 3 clusters Score -308922.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -309062.031250 Penalty: 2794.601318
	Iteration 13Q: 3 clusters Score -309062 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -309171.750000 Penalty: 2794.601318
	Iteration 14Q: 3 clusters Score -309171.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -309265.843750 Penalty: 2794.601318
	Iteration 15Q: 3 clusters Score -309265.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -309320.031250 Penalty: 2794.601318
	Iteration 16Q: 3 clusters Score -309320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -309361.125000 Penalty: 2794.601318
	Iteration 17Q: 3 clusters Score -309361.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -309390.125000 Penalty: 2794.601318
	Iteration 18Q: 3 clusters Score -309390.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -309411.906250 Penalty: 2794.601318
	Iteration 19Q: 3 clusters Score -309411.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -309427.656250 Penalty: 2794.601318
	Iteration 20F: 3 clusters Score -309427.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -309443.000000 Penalty: 2794.601318
	Iteration 21Q: 3 clusters Score -309443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -309449.968750 Penalty: 2794.601318
	Iteration 22Q: 3 clusters Score -309450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -309454.156250 Penalty: 2794.601318
	Iteration 23Q: 3 clusters Score -309454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -309455.031250 Penalty: 2794.601318
	Iteration 24Q: 3 clusters Score -309455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -309457.187500 Penalty: 2794.601318
	Iteration 25Q: 3 clusters Score -309457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -309459.125000 Penalty: 2794.601318
	Iteration 26Q: 3 clusters Score -309459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -309459.125000 Penalty: 2794.601318
	Iteration 27F: 3 clusters Score -309459.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -130985.812500 Penalty: 1266.390869
	Iteration 0F: 2 clusters Score -130985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -128638.171875 Penalty: 2532.781738
	Iteration 0F: 3 clusters Score -128638.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -129185.359375 Penalty: 2532.781738
	Iteration 1F: 3 clusters Score -129185.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -129329.398438 Penalty: 2532.781738
	Iteration 2F: 3 clusters Score -129329.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -129407.054688 Penalty: 2532.781738
	Iteration 3F: 3 clusters Score -129407.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -129455.757812 Penalty: 2532.781738
	Iteration 4Q: 3 clusters Score -129455.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -129492.906250 Penalty: 2532.781738
	Iteration 5Q: 3 clusters Score -129492.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -129524.773438 Penalty: 2532.781738
	Iteration 6Q: 3 clusters Score -129524.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -129556.195312 Penalty: 2532.781738
	Iteration 7Q: 3 clusters Score -129556.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -129601.476562 Penalty: 2532.781738
	Iteration 8Q: 3 clusters Score -129601.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -129649.023438 Penalty: 2532.781738
	Iteration 9Q: 3 clusters Score -129649 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -129698.484375 Penalty: 2532.781738
	Iteration 10Q: 3 clusters Score -129698.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -129749.984375 Penalty: 2532.781738
	Iteration 11Q: 3 clusters Score -129750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -129802.617188 Penalty: 2532.781738
	Iteration 12Q: 3 clusters Score -129802.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -129857.367188 Penalty: 2532.781738
	Iteration 13Q: 3 clusters Score -129857.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -129898.828125 Penalty: 2532.781738
	Iteration 14Q: 3 clusters Score -129898.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129946.585938 Penalty: 2532.781738
	Iteration 15Q: 3 clusters Score -129946.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -129992.859375 Penalty: 2532.781738
	Iteration 16Q: 3 clusters Score -129992.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -130028.468750 Penalty: 2532.781738
	Iteration 17Q: 3 clusters Score -130028.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -130069.742188 Penalty: 2532.781738
	Iteration 18Q: 3 clusters Score -130069.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -130119.875000 Penalty: 2532.781738
	Iteration 19Q: 3 clusters Score -130119.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -130174.226562 Penalty: 2532.781738
	Iteration 20F: 3 clusters Score -130174.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -130226.820312 Penalty: 2532.781738
	Iteration 21Q: 3 clusters Score -130226.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -130268.390625 Penalty: 2532.781738
	Iteration 22Q: 3 clusters Score -130268.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -130292.101562 Penalty: 2532.781738
	Iteration 23Q: 3 clusters Score -130292.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -130303.257812 Penalty: 2532.781738
	Iteration 24Q: 3 clusters Score -130303.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -130308.468750 Penalty: 2532.781738
	Iteration 25Q: 3 clusters Score -130308.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -130316.039062 Penalty: 2532.781738
	Iteration 26Q: 3 clusters Score -130316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -130327.320312 Penalty: 2532.781738
	Iteration 27Q: 3 clusters Score -130327.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -130339.140625 Penalty: 2532.781738
	Iteration 28Q: 3 clusters Score -130339.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -130348.117188 Penalty: 2532.781738
	Iteration 29Q: 3 clusters Score -130348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -130353.984375 Penalty: 2532.781738
	Iteration 30Q: 3 clusters Score -130354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -130357.460938 Penalty: 2532.781738
	Iteration 31Q: 3 clusters Score -130357.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -130361.218750 Penalty: 2532.781738
	Iteration 32Q: 3 clusters Score -130361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -130363.421875 Penalty: 2532.781738
	Iteration 33Q: 3 clusters Score -130363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -130363.796875 Penalty: 2532.781738
	Iteration 34Q: 3 clusters Score -130363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -130364.156250 Penalty: 2532.781738
	Iteration 35Q: 3 clusters Score -130364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -130364.867188 Penalty: 2532.781738
	Iteration 36Q: 3 clusters Score -130364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -130366.460938 Penalty: 2532.781738
	Iteration 37Q: 3 clusters Score -130366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -130367.406250 Penalty: 2532.781738
	Iteration 38Q: 3 clusters Score -130367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -130368.648438 Penalty: 2532.781738
	Iteration 39Q: 3 clusters Score -130368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -130369.695312 Penalty: 2532.781738
	Iteration 40F: 3 clusters Score -130369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -130370.773438 Penalty: 2532.781738
	Iteration 41Q: 3 clusters Score -130370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -130371.257812 Penalty: 2532.781738
	Iteration 42Q: 3 clusters Score -130371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -130371.718750 Penalty: 2532.781738
	Iteration 43Q: 3 clusters Score -130371.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -130371.718750 Penalty: 2532.781738
	Iteration 44F: 3 clusters Score -130371.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -49453.601562 Penalty: 1112.109375
	Iteration 0F: 2 clusters Score -49453.6 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 471 members 
Entering Unmasked Estep 
Score: -48042.714844 Penalty: 2224.218750
	Iteration 0F: 3 clusters Score -48042.71 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48251.734375 Penalty: 2224.218750
	Iteration 1F: 3 clusters Score -48251.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -48317.792969 Penalty: 2224.218750
	Iteration 2F: 3 clusters Score -48317.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -48365.453125 Penalty: 2224.218750
	Iteration 3Q: 3 clusters Score -48365.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48401.847656 Penalty: 2224.218750
	Iteration 4Q: 3 clusters Score -48401.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48426.406250 Penalty: 2224.218750
	Iteration 5Q: 3 clusters Score -48426.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -48445.316406 Penalty: 2224.218750
	Iteration 6Q: 3 clusters Score -48445.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -48458.285156 Penalty: 2224.218750
	Iteration 7Q: 3 clusters Score -48458.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48469.546875 Penalty: 2224.218750
	Iteration 8Q: 3 clusters Score -48469.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48481.695312 Penalty: 2224.218750
	Iteration 9Q: 3 clusters Score -48481.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48497.832031 Penalty: 2224.218750
	Iteration 10Q: 3 clusters Score -48497.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -48512.308594 Penalty: 2224.218750
	Iteration 11Q: 3 clusters Score -48512.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48524.882812 Penalty: 2224.218750
	Iteration 12Q: 3 clusters Score -48524.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48529.449219 Penalty: 2224.218750
	Iteration 13Q: 3 clusters Score -48529.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48536.968750 Penalty: 2224.218750
	Iteration 14Q: 3 clusters Score -48536.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48537.695312 Penalty: 2224.218750
	Iteration 15Q: 3 clusters Score -48537.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48539.253906 Penalty: 2224.218750
	Iteration 16Q: 3 clusters Score -48539.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48541.453125 Penalty: 2224.218750
	Iteration 17Q: 3 clusters Score -48541.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48542.511719 Penalty: 2224.218750
	Iteration 18Q: 3 clusters Score -48542.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48543.332031 Penalty: 2224.218750
	Iteration 19Q: 3 clusters Score -48543.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48544.164062 Penalty: 2224.218750
	Iteration 20F: 3 clusters Score -48544.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48545.273438 Penalty: 2224.218750
	Iteration 21Q: 3 clusters Score -48545.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48552.726562 Penalty: 2224.218750
	Iteration 22Q: 3 clusters Score -48552.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48556.039062 Penalty: 2224.218750
	Iteration 23Q: 3 clusters Score -48556.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48557.496094 Penalty: 2224.218750
	Iteration 24Q: 3 clusters Score -48557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48559.031250 Penalty: 2224.218750
	Iteration 25Q: 3 clusters Score -48559.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48559.417969 Penalty: 2224.218750
	Iteration 26Q: 3 clusters Score -48559.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48560.289062 Penalty: 2224.218750
	Iteration 27Q: 3 clusters Score -48560.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48561.250000 Penalty: 2224.218750
	Iteration 28Q: 3 clusters Score -48561.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48565.015625 Penalty: 2224.218750
	Iteration 29Q: 3 clusters Score -48565.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48568.050781 Penalty: 2224.218750
	Iteration 30Q: 3 clusters Score -48568.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48568.953125 Penalty: 2224.218750
	Iteration 31Q: 3 clusters Score -48568.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48568.953125 Penalty: 2224.218750
	Iteration 32F: 3 clusters Score -48568.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105416 members 
Mstep: Class 5 contains 40233 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 16585 members 
Mstep: Class 9 contains 17281 members 
Mstep: Class 10 contains 17993 members 
Mstep: Class 11 contains 12931 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4215 members 
Mstep: Class 15 contains 17720 members 
Mstep: Class 16 contains 94415 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9559 members 
Mstep: Class 20 contains 11125 members 
Mstep: Class 21 contains 3212 members 
Mstep: Class 22 contains 7276 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 42121 members 
Mstep: Class 25 contains 4172 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 139112 members 
Mstep: Class 29 contains 5425 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146976.000000 Penalty: 67216.164062
Iteration 119Q: 32 clusters Score -3.414698e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2824 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105395 members 
Mstep: Class 5 contains 40241 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 8251 members 
Mstep: Class 8 contains 16549 members 
Mstep: Class 9 contains 17296 members 
Mstep: Class 10 contains 18010 members 
Mstep: Class 11 contains 12924 members 
Mstep: Class 12 contains 15121 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4222 members 
Mstep: Class 15 contains 17721 members 
Mstep: Class 16 contains 94280 members 
Mstep: Class 17 contains 9981 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9581 members 
Mstep: Class 20 contains 11115 members 
Mstep: Class 21 contains 3212 members 
Mstep: Class 22 contains 7274 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 42094 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2144 members 
Mstep: Class 28 contains 139124 members 
Mstep: Class 29 contains 5441 members 
Mstep: Class 30 contains 2423 members 
Mstep: Class 31 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146984.000000 Penalty: 67216.164062
Iteration 120F: 32 clusters Score -3.414698e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2822 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105388 members 
Mstep: Class 5 contains 40260 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 8278 members 
Mstep: Class 8 contains 16513 members 
Mstep: Class 9 contains 17304 members 
Mstep: Class 10 contains 18029 members 
Mstep: Class 11 contains 12903 members 
Mstep: Class 12 contains 15222 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4225 members 
Mstep: Class 15 contains 17722 members 
Mstep: Class 16 contains 94126 members 
Mstep: Class 17 contains 10003 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9614 members 
Mstep: Class 20 contains 11101 members 
Mstep: Class 21 contains 3213 members 
Mstep: Class 22 contains 7273 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 42076 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 139135 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 2423 members 
Mstep: Class 31 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34146996.000000 Penalty: 67216.164062
Iteration 121Q: 32 clusters Score -3.4147e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105380 members 
Mstep: Class 5 contains 40286 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 8310 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 17308 members 
Mstep: Class 10 contains 18028 members 
Mstep: Class 11 contains 12890 members 
Mstep: Class 12 contains 15288 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 17722 members 
Mstep: Class 16 contains 93997 members 
Mstep: Class 17 contains 10024 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 20 contains 11095 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 7271 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 42050 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1904 members 
Mstep: Class 27 contains 2146 members 
Mstep: Class 28 contains 139157 members 
Mstep: Class 29 contains 5465 members 
Mstep: Class 30 contains 2423 members 
Mstep: Class 31 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147060.000000 Penalty: 67216.164062
Iteration 122Q: 32 clusters Score -3.414706e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105366 members 
Mstep: Class 5 contains 40301 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 17320 members 
Mstep: Class 10 contains 18034 members 
Mstep: Class 11 contains 12870 members 
Mstep: Class 12 contains 15347 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 17720 members 
Mstep: Class 16 contains 93877 members 
Mstep: Class 17 contains 10037 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9682 members 
Mstep: Class 20 contains 11088 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7270 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 42036 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 2146 members 
Mstep: Class 28 contains 139173 members 
Mstep: Class 29 contains 5480 members 
Mstep: Class 30 contains 2423 members 
Mstep: Class 31 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147048.000000 Penalty: 67216.164062
Iteration 123Q: 32 clusters Score -3.414705e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105340 members 
Mstep: Class 5 contains 40309 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 8 contains 16428 members 
Mstep: Class 9 contains 17338 members 
Mstep: Class 10 contains 18048 members 
Mstep: Class 11 contains 12847 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 17717 members 
Mstep: Class 16 contains 93781 members 
Mstep: Class 17 contains 10043 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9710 members 
Mstep: Class 20 contains 11086 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7266 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 42007 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 2146 members 
Mstep: Class 28 contains 139194 members 
Mstep: Class 29 contains 5493 members 
Mstep: Class 30 contains 2423 members 
Mstep: Class 31 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147176.000000 Penalty: 67216.164062
Iteration 124Q: 32 clusters Score -3.414718e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105317 members 
Mstep: Class 5 contains 40325 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 16406 members 
Mstep: Class 9 contains 17357 members 
Mstep: Class 10 contains 18043 members 
Mstep: Class 11 contains 12838 members 
Mstep: Class 12 contains 15462 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 17715 members 
Mstep: Class 16 contains 93691 members 
Mstep: Class 17 contains 10051 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9714 members 
Mstep: Class 20 contains 11086 members 
Mstep: Class 21 contains 3217 members 
Mstep: Class 22 contains 7266 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 41976 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 139213 members 
Mstep: Class 29 contains 5509 members 
Mstep: Class 30 contains 2423 members 
Mstep: Class 31 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147212.000000 Penalty: 67216.164062
Iteration 125Q: 32 clusters Score -3.414721e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105301 members 
Mstep: Class 5 contains 40342 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 16393 members 
Mstep: Class 9 contains 17354 members 
Mstep: Class 10 contains 18041 members 
Mstep: Class 11 contains 12825 members 
Mstep: Class 12 contains 15529 members 
Mstep: Class 13 contains 13739 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 17716 members 
Mstep: Class 16 contains 93587 members 
Mstep: Class 17 contains 10060 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9726 members 
Mstep: Class 20 contains 11081 members 
Mstep: Class 21 contains 3218 members 
Mstep: Class 22 contains 7264 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 41960 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 139236 members 
Mstep: Class 29 contains 5523 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147252.000000 Penalty: 67216.164062
Iteration 126Q: 32 clusters Score -3.414725e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105290 members 
Mstep: Class 5 contains 40352 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 8436 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 17366 members 
Mstep: Class 10 contains 18041 members 
Mstep: Class 11 contains 12828 members 
Mstep: Class 12 contains 15599 members 
Mstep: Class 13 contains 13739 members 
Mstep: Class 14 contains 4262 members 
Mstep: Class 15 contains 17718 members 
Mstep: Class 16 contains 93480 members 
Mstep: Class 17 contains 10069 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 11084 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 7263 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 41912 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 139261 members 
Mstep: Class 29 contains 5528 members 
Mstep: Class 30 contains 2423 members 
Mstep: Class 31 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147316.000000 Penalty: 67216.164062
Iteration 127Q: 32 clusters Score -3.414732e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105285 members 
Mstep: Class 5 contains 40366 members 
Mstep: Class 6 contains 2657 members 
Mstep: Class 7 contains 8454 members 
Mstep: Class 8 contains 16357 members 
Mstep: Class 9 contains 17376 members 
Mstep: Class 10 contains 18051 members 
Mstep: Class 11 contains 12825 members 
Mstep: Class 12 contains 15653 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4269 members 
Mstep: Class 15 contains 17721 members 
Mstep: Class 16 contains 93397 members 
Mstep: Class 17 contains 10070 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 11082 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 7262 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 41876 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 2152 members 
Mstep: Class 28 contains 139281 members 
Mstep: Class 29 contains 5541 members 
Mstep: Class 30 contains 2422 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147280.000000 Penalty: 67216.164062
Iteration 128Q: 32 clusters Score -3.414728e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105262 members 
Mstep: Class 5 contains 40386 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 8475 members 
Mstep: Class 8 contains 16345 members 
Mstep: Class 9 contains 17390 members 
Mstep: Class 10 contains 18066 members 
Mstep: Class 11 contains 12823 members 
Mstep: Class 12 contains 15687 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 4276 members 
Mstep: Class 15 contains 17720 members 
Mstep: Class 16 contains 93309 members 
Mstep: Class 17 contains 10072 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 11084 members 
Mstep: Class 21 contains 3218 members 
Mstep: Class 22 contains 7261 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 41865 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 139294 members 
Mstep: Class 29 contains 5552 members 
Mstep: Class 30 contains 2423 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147256.000000 Penalty: 67216.164062
Iteration 129Q: 32 clusters Score -3.414726e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105252 members 
Mstep: Class 5 contains 40400 members 
Mstep: Class 6 contains 2644 members 
Mstep: Class 7 contains 8485 members 
Mstep: Class 8 contains 16333 members 
Mstep: Class 9 contains 17412 members 
Mstep: Class 10 contains 18066 members 
Mstep: Class 11 contains 12821 members 
Mstep: Class 12 contains 15740 members 
Mstep: Class 13 contains 13733 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 17717 members 
Mstep: Class 16 contains 93221 members 
Mstep: Class 17 contains 10071 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9763 members 
Mstep: Class 20 contains 11091 members 
Mstep: Class 21 contains 3218 members 
Mstep: Class 22 contains 7260 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 41842 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 139311 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 2422 members 
Mstep: Class 31 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147256.000000 Penalty: 67216.164062
Iteration 130Q: 32 clusters Score -3.414726e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105243 members 
Mstep: Class 5 contains 40417 members 
Mstep: Class 6 contains 2641 members 
Mstep: Class 7 contains 8502 members 
Mstep: Class 8 contains 16320 members 
Mstep: Class 9 contains 17427 members 
Mstep: Class 10 contains 18071 members 
Mstep: Class 11 contains 12822 members 
Mstep: Class 12 contains 15802 members 
Mstep: Class 13 contains 13733 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 17716 members 
Mstep: Class 16 contains 93125 members 
Mstep: Class 17 contains 10073 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9769 members 
Mstep: Class 20 contains 11098 members 
Mstep: Class 21 contains 3217 members 
Mstep: Class 22 contains 7258 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 41810 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 2152 members 
Mstep: Class 28 contains 139325 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 2421 members 
Mstep: Class 31 contains 941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147268.000000 Penalty: 67216.164062
Iteration 131Q: 32 clusters Score -3.414727e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105229 members 
Mstep: Class 5 contains 40435 members 
Mstep: Class 6 contains 2637 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 16298 members 
Mstep: Class 9 contains 17453 members 
Mstep: Class 10 contains 18073 members 
Mstep: Class 11 contains 12818 members 
Mstep: Class 12 contains 15845 members 
Mstep: Class 13 contains 13727 members 
Mstep: Class 14 contains 4287 members 
Mstep: Class 15 contains 17712 members 
Mstep: Class 16 contains 93037 members 
Mstep: Class 17 contains 10071 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 11115 members 
Mstep: Class 21 contains 3218 members 
Mstep: Class 22 contains 7261 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 41781 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2159 members 
Mstep: Class 28 contains 139346 members 
Mstep: Class 29 contains 5576 members 
Mstep: Class 30 contains 2421 members 
Mstep: Class 31 contains 941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147316.000000 Penalty: 67216.164062
Iteration 132Q: 32 clusters Score -3.414732e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 105211 members 
Mstep: Class 5 contains 40440 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 12815 members 
Mstep: Class 12 contains 15861 members 
Mstep: Class 13 contains 13728 members 
Mstep: Class 14 contains 4288 members 
Mstep: Class 15 contains 17711 members 
Mstep: Class 16 contains 92949 members 
Mstep: Class 17 contains 10078 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9790 members 
Mstep: Class 20 contains 11127 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 7259 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 41763 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2164 members 
Mstep: Class 28 contains 139358 members 
Mstep: Class 29 contains 5594 members 
Mstep: Class 30 contains 2419 members 
Mstep: Class 31 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147360.000000 Penalty: 67216.164062
Iteration 133Q: 32 clusters Score -3.414736e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 105202 members 
Mstep: Class 5 contains 40450 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 8568 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 17518 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 12812 members 
Mstep: Class 12 contains 15866 members 
Mstep: Class 13 contains 13728 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 17710 members 
Mstep: Class 16 contains 92872 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9794 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 7259 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 41752 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 139381 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 30 contains 2419 members 
Mstep: Class 31 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147364.000000 Penalty: 67216.164062
Iteration 134Q: 32 clusters Score -3.414736e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 105197 members 
Mstep: Class 5 contains 40461 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 8592 members 
Mstep: Class 8 contains 16266 members 
Mstep: Class 9 contains 17564 members 
Mstep: Class 10 contains 18070 members 
Mstep: Class 11 contains 12806 members 
Mstep: Class 12 contains 15875 members 
Mstep: Class 13 contains 13727 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 17709 members 
Mstep: Class 16 contains 92798 members 
Mstep: Class 17 contains 10089 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9810 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 3212 members 
Mstep: Class 22 contains 7257 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 41729 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 139393 members 
Mstep: Class 29 contains 5621 members 
Mstep: Class 30 contains 2415 members 
Mstep: Class 31 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147328.000000 Penalty: 67216.164062
Iteration 135Q: 32 clusters Score -3.414733e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 105191 members 
Mstep: Class 5 contains 40468 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 16257 members 
Mstep: Class 9 contains 17601 members 
Mstep: Class 10 contains 18073 members 
Mstep: Class 11 contains 12798 members 
Mstep: Class 12 contains 15875 members 
Mstep: Class 13 contains 13727 members 
Mstep: Class 14 contains 4300 members 
Mstep: Class 15 contains 17710 members 
Mstep: Class 16 contains 92736 members 
Mstep: Class 17 contains 10099 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9816 members 
Mstep: Class 20 contains 11134 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 7256 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 41716 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 2169 members 
Mstep: Class 28 contains 139402 members 
Mstep: Class 29 contains 5640 members 
Mstep: Class 30 contains 2413 members 
Mstep: Class 31 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147412.000000 Penalty: 67216.164062
Iteration 136Q: 32 clusters Score -3.414741e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105178 members 
Mstep: Class 5 contains 40475 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 16249 members 
Mstep: Class 9 contains 17633 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 12794 members 
Mstep: Class 12 contains 15860 members 
Mstep: Class 13 contains 13726 members 
Mstep: Class 14 contains 4306 members 
Mstep: Class 15 contains 17708 members 
Mstep: Class 16 contains 92690 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9815 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 3210 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 41696 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 2165 members 
Mstep: Class 28 contains 139411 members 
Mstep: Class 29 contains 5669 members 
Mstep: Class 30 contains 2412 members 
Mstep: Class 31 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147388.000000 Penalty: 67216.164062
Iteration 137Q: 32 clusters Score -3.414739e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 105169 members 
Mstep: Class 5 contains 40476 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 8656 members 
Mstep: Class 8 contains 16240 members 
Mstep: Class 9 contains 17666 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 12787 members 
Mstep: Class 12 contains 15833 members 
Mstep: Class 13 contains 13728 members 
Mstep: Class 14 contains 4312 members 
Mstep: Class 15 contains 17710 members 
Mstep: Class 16 contains 92652 members 
Mstep: Class 17 contains 10110 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9817 members 
Mstep: Class 20 contains 11126 members 
Mstep: Class 21 contains 3210 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 41692 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 139423 members 
Mstep: Class 29 contains 5693 members 
Mstep: Class 30 contains 2412 members 
Mstep: Class 31 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147436.000000 Penalty: 67216.164062
Iteration 138Q: 32 clusters Score -3.414744e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105162 members 
Mstep: Class 5 contains 40477 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 8682 members 
Mstep: Class 8 contains 16226 members 
Mstep: Class 9 contains 17696 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 12777 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 13 contains 13730 members 
Mstep: Class 14 contains 4316 members 
Mstep: Class 15 contains 17708 members 
Mstep: Class 16 contains 92613 members 
Mstep: Class 17 contains 10108 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9832 members 
Mstep: Class 20 contains 11121 members 
Mstep: Class 21 contains 3210 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 41693 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2162 members 
Mstep: Class 28 contains 139436 members 
Mstep: Class 29 contains 5700 members 
Mstep: Class 30 contains 2408 members 
Mstep: Class 31 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147472.000000 Penalty: 67216.164062
Iteration 139Q: 32 clusters Score -3.414747e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105154 members 
Mstep: Class 5 contains 40483 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 16211 members 
Mstep: Class 9 contains 17713 members 
Mstep: Class 10 contains 18073 members 
Mstep: Class 11 contains 12766 members 
Mstep: Class 12 contains 15785 members 
Mstep: Class 13 contains 13732 members 
Mstep: Class 14 contains 4322 members 
Mstep: Class 15 contains 17709 members 
Mstep: Class 16 contains 92579 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9841 members 
Mstep: Class 20 contains 11118 members 
Mstep: Class 21 contains 3210 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 41696 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2163 members 
Mstep: Class 28 contains 139456 members 
Mstep: Class 29 contains 5717 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147516.000000 Penalty: 67216.164062
Iteration 140F: 32 clusters Score -3.414752e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105136 members 
Mstep: Class 5 contains 40487 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 8732 members 
Mstep: Class 8 contains 16196 members 
Mstep: Class 9 contains 17729 members 
Mstep: Class 10 contains 18073 members 
Mstep: Class 11 contains 12762 members 
Mstep: Class 12 contains 15763 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 17708 members 
Mstep: Class 16 contains 92542 members 
Mstep: Class 17 contains 10112 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9852 members 
Mstep: Class 20 contains 11113 members 
Mstep: Class 21 contains 3210 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 41699 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2165 members 
Mstep: Class 28 contains 139473 members 
Mstep: Class 29 contains 5735 members 
Mstep: Class 30 contains 2399 members 
Mstep: Class 31 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147616.000000 Penalty: 67216.164062
Iteration 141Q: 32 clusters Score -3.414762e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105110 members 
Mstep: Class 5 contains 40501 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 8751 members 
Mstep: Class 8 contains 16181 members 
Mstep: Class 9 contains 17748 members 
Mstep: Class 10 contains 18060 members 
Mstep: Class 11 contains 12762 members 
Mstep: Class 12 contains 15740 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 17708 members 
Mstep: Class 16 contains 92521 members 
Mstep: Class 17 contains 10116 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9859 members 
Mstep: Class 20 contains 11106 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 7251 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41701 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2165 members 
Mstep: Class 28 contains 139490 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 2402 members 
Mstep: Class 31 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147584.000000 Penalty: 67216.164062
Iteration 142Q: 32 clusters Score -3.414758e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105091 members 
Mstep: Class 5 contains 40510 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 17775 members 
Mstep: Class 10 contains 18058 members 
Mstep: Class 11 contains 12760 members 
Mstep: Class 12 contains 15717 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 17708 members 
Mstep: Class 16 contains 92491 members 
Mstep: Class 17 contains 10118 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 11115 members 
Mstep: Class 21 contains 3212 members 
Mstep: Class 22 contains 7250 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41689 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2168 members 
Mstep: Class 28 contains 139499 members 
Mstep: Class 29 contains 5769 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147600.000000 Penalty: 67216.164062
Iteration 143Q: 32 clusters Score -3.41476e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105078 members 
Mstep: Class 5 contains 40522 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 8802 members 
Mstep: Class 8 contains 16159 members 
Mstep: Class 9 contains 17797 members 
Mstep: Class 10 contains 18049 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 15691 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 17708 members 
Mstep: Class 16 contains 92466 members 
Mstep: Class 17 contains 10118 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9859 members 
Mstep: Class 20 contains 11120 members 
Mstep: Class 21 contains 3214 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41687 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2169 members 
Mstep: Class 28 contains 139508 members 
Mstep: Class 29 contains 5787 members 
Mstep: Class 30 contains 2406 members 
Mstep: Class 31 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147640.000000 Penalty: 67216.164062
Iteration 144Q: 32 clusters Score -3.414764e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 105065 members 
Mstep: Class 5 contains 40527 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 8830 members 
Mstep: Class 8 contains 16157 members 
Mstep: Class 9 contains 17812 members 
Mstep: Class 10 contains 18036 members 
Mstep: Class 11 contains 12757 members 
Mstep: Class 12 contains 15686 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 17707 members 
Mstep: Class 16 contains 92441 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9846 members 
Mstep: Class 20 contains 11113 members 
Mstep: Class 21 contains 3214 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 41683 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 139521 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 2406 members 
Mstep: Class 31 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147612.000000 Penalty: 67216.164062
Iteration 145Q: 32 clusters Score -3.414761e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 105047 members 
Mstep: Class 5 contains 40531 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 8867 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 17816 members 
Mstep: Class 10 contains 18027 members 
Mstep: Class 11 contains 12756 members 
Mstep: Class 12 contains 15675 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 17707 members 
Mstep: Class 16 contains 92417 members 
Mstep: Class 17 contains 10124 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 11112 members 
Mstep: Class 21 contains 3213 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 41682 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2179 members 
Mstep: Class 28 contains 139526 members 
Mstep: Class 29 contains 5825 members 
Mstep: Class 30 contains 2403 members 
Mstep: Class 31 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147704.000000 Penalty: 67216.164062
Iteration 146Q: 32 clusters Score -3.41477e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 105031 members 
Mstep: Class 5 contains 40534 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 8888 members 
Mstep: Class 8 contains 16149 members 
Mstep: Class 9 contains 17833 members 
Mstep: Class 10 contains 18032 members 
Mstep: Class 11 contains 12756 members 
Mstep: Class 12 contains 15668 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 17706 members 
Mstep: Class 16 contains 92390 members 
Mstep: Class 17 contains 10120 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9830 members 
Mstep: Class 20 contains 11115 members 
Mstep: Class 21 contains 3213 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 41679 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 139531 members 
Mstep: Class 29 contains 5839 members 
Mstep: Class 30 contains 2403 members 
Mstep: Class 31 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147648.000000 Penalty: 67216.164062
Iteration 147Q: 32 clusters Score -3.414765e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105020 members 
Mstep: Class 5 contains 40537 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 8911 members 
Mstep: Class 8 contains 16141 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 18039 members 
Mstep: Class 11 contains 12750 members 
Mstep: Class 12 contains 15666 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 17703 members 
Mstep: Class 16 contains 92359 members 
Mstep: Class 17 contains 10126 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9828 members 
Mstep: Class 20 contains 11118 members 
Mstep: Class 21 contains 3213 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41681 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2185 members 
Mstep: Class 28 contains 139537 members 
Mstep: Class 29 contains 5852 members 
Mstep: Class 30 contains 2403 members 
Mstep: Class 31 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147636.000000 Penalty: 67216.164062
Iteration 148Q: 32 clusters Score -3.414764e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 105011 members 
Mstep: Class 5 contains 40536 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 8923 members 
Mstep: Class 8 contains 16130 members 
Mstep: Class 9 contains 17844 members 
Mstep: Class 10 contains 18041 members 
Mstep: Class 11 contains 12747 members 
Mstep: Class 12 contains 15656 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 17701 members 
Mstep: Class 16 contains 92336 members 
Mstep: Class 17 contains 10140 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9829 members 
Mstep: Class 20 contains 11124 members 
Mstep: Class 21 contains 3213 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41684 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2186 members 
Mstep: Class 28 contains 139542 members 
Mstep: Class 29 contains 5859 members 
Mstep: Class 30 contains 2403 members 
Mstep: Class 31 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147604.000000 Penalty: 67216.164062
Iteration 149Q: 32 clusters Score -3.41476e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 104997 members 
Mstep: Class 5 contains 40539 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 8934 members 
Mstep: Class 8 contains 16129 members 
Mstep: Class 9 contains 17853 members 
Mstep: Class 10 contains 18042 members 
Mstep: Class 11 contains 12743 members 
Mstep: Class 12 contains 15657 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 92307 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9829 members 
Mstep: Class 20 contains 11130 members 
Mstep: Class 21 contains 3213 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41687 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 139538 members 
Mstep: Class 29 contains 5865 members 
Mstep: Class 30 contains 2403 members 
Mstep: Class 31 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147652.000000 Penalty: 67216.164062
Iteration 150Q: 32 clusters Score -3.414765e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 104982 members 
Mstep: Class 5 contains 40539 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 8949 members 
Mstep: Class 8 contains 16126 members 
Mstep: Class 9 contains 17859 members 
Mstep: Class 10 contains 18032 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15654 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 92286 members 
Mstep: Class 17 contains 10165 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 11138 members 
Mstep: Class 21 contains 3213 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41690 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2190 members 
Mstep: Class 28 contains 139537 members 
Mstep: Class 29 contains 5870 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147720.000000 Penalty: 67216.164062
Iteration 151Q: 32 clusters Score -3.414772e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 104969 members 
Mstep: Class 5 contains 40541 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 16122 members 
Mstep: Class 9 contains 17874 members 
Mstep: Class 10 contains 18016 members 
Mstep: Class 11 contains 12736 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 92265 members 
Mstep: Class 17 contains 10175 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 9838 members 
Mstep: Class 20 contains 11144 members 
Mstep: Class 21 contains 3214 members 
Mstep: Class 22 contains 7247 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41696 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2189 members 
Mstep: Class 28 contains 139533 members 
Mstep: Class 29 contains 5873 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147636.000000 Penalty: 67216.164062
Iteration 152Q: 32 clusters Score -3.414764e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 104966 members 
Mstep: Class 5 contains 40546 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 8987 members 
Mstep: Class 8 contains 16120 members 
Mstep: Class 9 contains 17873 members 
Mstep: Class 10 contains 18002 members 
Mstep: Class 11 contains 12736 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 92247 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 11151 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 7247 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 41699 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 139528 members 
Mstep: Class 29 contains 5877 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147644.000000 Penalty: 67216.164062
Iteration 153Q: 32 clusters Score -3.414764e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 104955 members 
Mstep: Class 5 contains 40551 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 16118 members 
Mstep: Class 9 contains 17879 members 
Mstep: Class 10 contains 18001 members 
Mstep: Class 11 contains 12736 members 
Mstep: Class 12 contains 15654 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 92227 members 
Mstep: Class 17 contains 10181 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 11158 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41701 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 139523 members 
Mstep: Class 29 contains 5881 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147656.000000 Penalty: 67216.164062
Iteration 154Q: 32 clusters Score -3.414766e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 104949 members 
Mstep: Class 5 contains 40552 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 8999 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 17886 members 
Mstep: Class 10 contains 17996 members 
Mstep: Class 11 contains 12736 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 92211 members 
Mstep: Class 17 contains 10183 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 11164 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41704 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 139526 members 
Mstep: Class 29 contains 5889 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147676.000000 Penalty: 67216.164062
Iteration 155Q: 32 clusters Score -3.414768e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 104948 members 
Mstep: Class 5 contains 40554 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 17893 members 
Mstep: Class 10 contains 17996 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 92202 members 
Mstep: Class 17 contains 10189 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 11167 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41699 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 139525 members 
Mstep: Class 29 contains 5895 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147684.000000 Penalty: 67216.164062
Iteration 156Q: 32 clusters Score -3.414768e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104947 members 
Mstep: Class 5 contains 40556 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 16107 members 
Mstep: Class 9 contains 17901 members 
Mstep: Class 10 contains 17994 members 
Mstep: Class 11 contains 12734 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 17698 members 
Mstep: Class 16 contains 92192 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11172 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41702 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2186 members 
Mstep: Class 28 contains 139527 members 
Mstep: Class 29 contains 5899 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147720.000000 Penalty: 67216.164062
Iteration 157Q: 32 clusters Score -3.414772e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104947 members 
Mstep: Class 5 contains 40560 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 8999 members 
Mstep: Class 8 contains 16106 members 
Mstep: Class 9 contains 17905 members 
Mstep: Class 10 contains 17987 members 
Mstep: Class 11 contains 12734 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 17698 members 
Mstep: Class 16 contains 92182 members 
Mstep: Class 17 contains 10202 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 11173 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41705 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 139527 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147692.000000 Penalty: 67216.164062
Iteration 158Q: 32 clusters Score -3.414769e+07 nChanged 77
Entering ConstructFrom: 
Score: -34147692.000000 Penalty: 67216.164062
Entering ConstructFrom: 
Trying to split cluster 1 (5467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Entering Unmasked Estep 
Score: -314262.000000 Penalty: 1398.553833
	Iteration 0F: 2 clusters Score -314262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -309972.812500 Penalty: 2797.107666
	Iteration 0F: 3 clusters Score -309972.8 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -311198.125000 Penalty: 2797.107666
	Iteration 1F: 3 clusters Score -311198.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -311431.375000 Penalty: 2797.107666
	Iteration 2F: 3 clusters Score -311431.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -311632.000000 Penalty: 2797.107666
	Iteration 3F: 3 clusters Score -311632 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -311814.718750 Penalty: 2797.107666
	Iteration 4F: 3 clusters Score -311814.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -311999.843750 Penalty: 2797.107666
	Iteration 5Q: 3 clusters Score -311999.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -312206.531250 Penalty: 2797.107666
	Iteration 6Q: 3 clusters Score -312206.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -312393.125000 Penalty: 2797.107666
	Iteration 7Q: 3 clusters Score -312393.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -312569.343750 Penalty: 2797.107666
	Iteration 8Q: 3 clusters Score -312569.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -312742.968750 Penalty: 2797.107666
	Iteration 9Q: 3 clusters Score -312743 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -312889.531250 Penalty: 2797.107666
	Iteration 10Q: 3 clusters Score -312889.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -313049.593750 Penalty: 2797.107666
	Iteration 11Q: 3 clusters Score -313049.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -313209.406250 Penalty: 2797.107666
	Iteration 12Q: 3 clusters Score -313209.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -313374.187500 Penalty: 2797.107666
	Iteration 13Q: 3 clusters Score -313374.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -313527.125000 Penalty: 2797.107666
	Iteration 14Q: 3 clusters Score -313527.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -313612.093750 Penalty: 2797.107666
	Iteration 15Q: 3 clusters Score -313612.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -313656.406250 Penalty: 2797.107666
	Iteration 16Q: 3 clusters Score -313656.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -313683.125000 Penalty: 2797.107666
	Iteration 17Q: 3 clusters Score -313683.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -313705.937500 Penalty: 2797.107666
	Iteration 18Q: 3 clusters Score -313705.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -313720.781250 Penalty: 2797.107666
	Iteration 19Q: 3 clusters Score -313720.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -313726.937500 Penalty: 2797.107666
	Iteration 20F: 3 clusters Score -313726.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -313731.437500 Penalty: 2797.107666
	Iteration 21Q: 3 clusters Score -313731.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -313733.906250 Penalty: 2797.107666
	Iteration 22Q: 3 clusters Score -313733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -313735.406250 Penalty: 2797.107666
	Iteration 23Q: 3 clusters Score -313735.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -313738.500000 Penalty: 2797.107666
	Iteration 24Q: 3 clusters Score -313738.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -313739.593750 Penalty: 2797.107666
	Iteration 25Q: 3 clusters Score -313739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -313740.093750 Penalty: 2797.107666
	Iteration 26Q: 3 clusters Score -313740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -313740.781250 Penalty: 2797.107666
	Iteration 27Q: 3 clusters Score -313740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -313742.093750 Penalty: 2797.107666
	Iteration 28Q: 3 clusters Score -313742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -313743.343750 Penalty: 2797.107666
	Iteration 29Q: 3 clusters Score -313743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -313744.000000 Penalty: 2797.107666
	Iteration 30Q: 3 clusters Score -313744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -313745.531250 Penalty: 2797.107666
	Iteration 31Q: 3 clusters Score -313745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -313746.437500 Penalty: 2797.107666
	Iteration 32Q: 3 clusters Score -313746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -313747.281250 Penalty: 2797.107666
	Iteration 33Q: 3 clusters Score -313747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -313748.187500 Penalty: 2797.107666
	Iteration 34Q: 3 clusters Score -313748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -313748.125000 Penalty: 2797.107666
	Iteration 35Q: 3 clusters Score -313748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -313748.687500 Penalty: 2797.107666
	Iteration 36Q: 3 clusters Score -313748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -313749.281250 Penalty: 2797.107666
	Iteration 37Q: 3 clusters Score -313749.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -313749.281250 Penalty: 2797.107666
	Iteration 38F: 3 clusters Score -313749.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -153916.031250 Penalty: 1291.267822
	Iteration 0F: 2 clusters Score -153916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -151281.562500 Penalty: 2582.535645
	Iteration 0F: 3 clusters Score -151281.6 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -151930.187500 Penalty: 2582.535645
	Iteration 1F: 3 clusters Score -151930.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -152110.031250 Penalty: 2582.535645
	Iteration 2F: 3 clusters Score -152110 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -152259.781250 Penalty: 2582.535645
	Iteration 3F: 3 clusters Score -152259.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -152376.343750 Penalty: 2582.535645
	Iteration 4F: 3 clusters Score -152376.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -152488.859375 Penalty: 2582.535645
	Iteration 5Q: 3 clusters Score -152488.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -152596.390625 Penalty: 2582.535645
	Iteration 6Q: 3 clusters Score -152596.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -152685.656250 Penalty: 2582.535645
	Iteration 7Q: 3 clusters Score -152685.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -152778.906250 Penalty: 2582.535645
	Iteration 8Q: 3 clusters Score -152778.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -152874.671875 Penalty: 2582.535645
	Iteration 9Q: 3 clusters Score -152874.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -152976.109375 Penalty: 2582.535645
	Iteration 10Q: 3 clusters Score -152976.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -153128.703125 Penalty: 2582.535645
	Iteration 11Q: 3 clusters Score -153128.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -153340.546875 Penalty: 2582.535645
	Iteration 12Q: 3 clusters Score -153340.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -153491.406250 Penalty: 2582.535645
	Iteration 13Q: 3 clusters Score -153491.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -153570.671875 Penalty: 2582.535645
	Iteration 14Q: 3 clusters Score -153570.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -153637.734375 Penalty: 2582.535645
	Iteration 15Q: 3 clusters Score -153637.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -153694.343750 Penalty: 2582.535645
	Iteration 16Q: 3 clusters Score -153694.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -153745.000000 Penalty: 2582.535645
	Iteration 17Q: 3 clusters Score -153745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -153778.062500 Penalty: 2582.535645
	Iteration 18Q: 3 clusters Score -153778.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -153811.546875 Penalty: 2582.535645
	Iteration 19Q: 3 clusters Score -153811.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -153830.765625 Penalty: 2582.535645
	Iteration 20F: 3 clusters Score -153830.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -153843.468750 Penalty: 2582.535645
	Iteration 21Q: 3 clusters Score -153843.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -153847.484375 Penalty: 2582.535645
	Iteration 22Q: 3 clusters Score -153847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -153848.671875 Penalty: 2582.535645
	Iteration 23Q: 3 clusters Score -153848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -153848.937500 Penalty: 2582.535645
	Iteration 24Q: 3 clusters Score -153848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -153849.484375 Penalty: 2582.535645
	Iteration 25Q: 3 clusters Score -153849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153850.375000 Penalty: 2582.535645
	Iteration 26Q: 3 clusters Score -153850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -153851.218750 Penalty: 2582.535645
	Iteration 27Q: 3 clusters Score -153851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -153851.500000 Penalty: 2582.535645
	Iteration 28Q: 3 clusters Score -153851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -153852.468750 Penalty: 2582.535645
	Iteration 29Q: 3 clusters Score -153852.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -153852.468750 Penalty: 2582.535645
	Iteration 30F: 3 clusters Score -153852.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -99134.968750 Penalty: 1219.374146
	Iteration 0F: 2 clusters Score -99134.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -97206.242188 Penalty: 2438.748291
	Iteration 0F: 3 clusters Score -97206.24 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -97583.585938 Penalty: 2438.748291
	Iteration 1F: 3 clusters Score -97583.59 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -97681.375000 Penalty: 2438.748291
	Iteration 2F: 3 clusters Score -97681.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -97742.664062 Penalty: 2438.748291
	Iteration 3Q: 3 clusters Score -97742.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -97795.195312 Penalty: 2438.748291
	Iteration 4Q: 3 clusters Score -97795.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -97847.343750 Penalty: 2438.748291
	Iteration 5Q: 3 clusters Score -97847.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -97890.835938 Penalty: 2438.748291
	Iteration 6Q: 3 clusters Score -97890.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -97925.757812 Penalty: 2438.748291
	Iteration 7Q: 3 clusters Score -97925.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -97959.109375 Penalty: 2438.748291
	Iteration 8Q: 3 clusters Score -97959.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -97983.617188 Penalty: 2438.748291
	Iteration 9Q: 3 clusters Score -97983.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -98009.351562 Penalty: 2438.748291
	Iteration 10Q: 3 clusters Score -98009.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -98026.757812 Penalty: 2438.748291
	Iteration 11Q: 3 clusters Score -98026.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -98040.898438 Penalty: 2438.748291
	Iteration 12Q: 3 clusters Score -98040.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -98059.031250 Penalty: 2438.748291
	Iteration 13Q: 3 clusters Score -98059.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -98071.218750 Penalty: 2438.748291
	Iteration 14Q: 3 clusters Score -98071.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -98082.632812 Penalty: 2438.748291
	Iteration 15Q: 3 clusters Score -98082.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -98097.726562 Penalty: 2438.748291
	Iteration 16Q: 3 clusters Score -98097.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -98103.484375 Penalty: 2438.748291
	Iteration 17Q: 3 clusters Score -98103.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -98109.250000 Penalty: 2438.748291
	Iteration 18Q: 3 clusters Score -98109.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -98114.921875 Penalty: 2438.748291
	Iteration 19Q: 3 clusters Score -98114.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -98118.562500 Penalty: 2438.748291
	Iteration 20F: 3 clusters Score -98118.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -98122.117188 Penalty: 2438.748291
	Iteration 21Q: 3 clusters Score -98122.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -98125.523438 Penalty: 2438.748291
	Iteration 22Q: 3 clusters Score -98125.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -98127.132812 Penalty: 2438.748291
	Iteration 23Q: 3 clusters Score -98127.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -98130.085938 Penalty: 2438.748291
	Iteration 24Q: 3 clusters Score -98130.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -98133.085938 Penalty: 2438.748291
	Iteration 25Q: 3 clusters Score -98133.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -98133.687500 Penalty: 2438.748291
	Iteration 26Q: 3 clusters Score -98133.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -98134.539062 Penalty: 2438.748291
	Iteration 27Q: 3 clusters Score -98134.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -98136.203125 Penalty: 2438.748291
	Iteration 28Q: 3 clusters Score -98136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -98136.937500 Penalty: 2438.748291
	Iteration 29Q: 3 clusters Score -98136.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -98136.937500 Penalty: 2438.748291
	Iteration 30F: 3 clusters Score -98136.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (104939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Entering Unmasked Estep 
Score: -6263569.500000 Penalty: 1878.684326
	Iteration 0F: 2 clusters Score -6263570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -6193156.000000 Penalty: 3757.368652
	Iteration 0F: 3 clusters Score -6193156 nChanged 50416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -6222741.000000 Penalty: 3757.368652
	Iteration 1F: 3 clusters Score -6222741 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -6223922.500000 Penalty: 3757.368652
	Iteration 2Q: 3 clusters Score -6223922 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -6225611.500000 Penalty: 3757.368652
	Iteration 3Q: 3 clusters Score -6225612 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -6228263.000000 Penalty: 3757.368652
	Iteration 4F: 3 clusters Score -6228263 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -6231483.000000 Penalty: 3757.368652
	Iteration 5F: 3 clusters Score -6231483 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -6235361.000000 Penalty: 3757.368652
	Iteration 6F: 3 clusters Score -6235361 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -6239336.000000 Penalty: 3757.368652
	Iteration 7F: 3 clusters Score -6239336 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -6242926.500000 Penalty: 3757.368652
	Iteration 8F: 3 clusters Score -6242926 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -6246258.500000 Penalty: 3757.368652
	Iteration 9F: 3 clusters Score -6246258 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -6249548.000000 Penalty: 3757.368652
	Iteration 10Q: 3 clusters Score -6249548 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -6252924.000000 Penalty: 3757.368652
	Iteration 11Q: 3 clusters Score -6252924 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6256178.500000 Penalty: 3757.368652
	Iteration 12Q: 3 clusters Score -6256178 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -6258752.000000 Penalty: 3757.368652
	Iteration 13Q: 3 clusters Score -6258752 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6260348.500000 Penalty: 3757.368652
	Iteration 14Q: 3 clusters Score -6260348 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6261195.500000 Penalty: 3757.368652
	Iteration 15Q: 3 clusters Score -6261196 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104134 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6261600.500000 Penalty: 3757.368652
	Iteration 16Q: 3 clusters Score -6261600 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6261773.000000 Penalty: 3757.368652
	Iteration 17Q: 3 clusters Score -6261773 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6261856.500000 Penalty: 3757.368652
	Iteration 18Q: 3 clusters Score -6261856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104477 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6261905.000000 Penalty: 3757.368652
	Iteration 19Q: 3 clusters Score -6261905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6261933.500000 Penalty: 3757.368652
	Iteration 20F: 3 clusters Score -6261934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104515 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6261952.500000 Penalty: 3757.368652
	Iteration 21Q: 3 clusters Score -6261952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6261968.500000 Penalty: 3757.368652
	Iteration 22Q: 3 clusters Score -6261968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6261990.500000 Penalty: 3757.368652
	Iteration 23Q: 3 clusters Score -6261990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6262005.000000 Penalty: 3757.368652
	Iteration 24Q: 3 clusters Score -6262005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104555 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6262012.500000 Penalty: 3757.368652
	Iteration 25Q: 3 clusters Score -6262012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6262016.000000 Penalty: 3757.368652
	Iteration 26Q: 3 clusters Score -6262016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104567 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6262025.500000 Penalty: 3757.368652
	Iteration 27Q: 3 clusters Score -6262026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6262024.500000 Penalty: 3757.368652
	Iteration 28Q: 3 clusters Score -6262024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6262031.500000 Penalty: 3757.368652
	Iteration 29Q: 3 clusters Score -6262032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6262030.500000 Penalty: 3757.368652
	Iteration 30Q: 3 clusters Score -6262030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6262028.500000 Penalty: 3757.368652
	Iteration 31Q: 3 clusters Score -6262028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6262028.500000 Penalty: 3757.368652
	Iteration 32F: 3 clusters Score -6262028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Entering Unmasked Estep 
Score: -2356346.000000 Penalty: 1724.228516
	Iteration 0F: 2 clusters Score -2356346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2329063.250000 Penalty: 3448.457031
	Iteration 0F: 3 clusters Score -2329063 nChanged 18911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2339821.000000 Penalty: 3448.457031
	Iteration 1F: 3 clusters Score -2339821 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2340704.750000 Penalty: 3448.457031
	Iteration 2F: 3 clusters Score -2340705 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2341975.000000 Penalty: 3448.457031
	Iteration 3F: 3 clusters Score -2341975 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2343685.750000 Penalty: 3448.457031
	Iteration 4F: 3 clusters Score -2343686 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2345641.500000 Penalty: 3448.457031
	Iteration 5F: 3 clusters Score -2345642 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2347378.250000 Penalty: 3448.457031
	Iteration 6F: 3 clusters Score -2347378 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2348729.000000 Penalty: 3448.457031
	Iteration 7F: 3 clusters Score -2348729 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2349763.500000 Penalty: 3448.457031
	Iteration 8Q: 3 clusters Score -2349764 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2350569.500000 Penalty: 3448.457031
	Iteration 9Q: 3 clusters Score -2350570 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2351330.750000 Penalty: 3448.457031
	Iteration 10Q: 3 clusters Score -2351331 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2352083.500000 Penalty: 3448.457031
	Iteration 11Q: 3 clusters Score -2352084 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2352883.750000 Penalty: 3448.457031
	Iteration 12Q: 3 clusters Score -2352884 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2353538.500000 Penalty: 3448.457031
	Iteration 13Q: 3 clusters Score -2353538 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2354012.500000 Penalty: 3448.457031
	Iteration 14Q: 3 clusters Score -2354012 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2354397.250000 Penalty: 3448.457031
	Iteration 15Q: 3 clusters Score -2354397 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2354610.250000 Penalty: 3448.457031
	Iteration 16Q: 3 clusters Score -2354610 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2354738.750000 Penalty: 3448.457031
	Iteration 17Q: 3 clusters Score -2354739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2354853.750000 Penalty: 3448.457031
	Iteration 18Q: 3 clusters Score -2354854 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2354950.500000 Penalty: 3448.457031
	Iteration 19Q: 3 clusters Score -2354950 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2354986.750000 Penalty: 3448.457031
	Iteration 20F: 3 clusters Score -2354987 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2355023.750000 Penalty: 3448.457031
	Iteration 21Q: 3 clusters Score -2355024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2355052.500000 Penalty: 3448.457031
	Iteration 22Q: 3 clusters Score -2355052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2355083.250000 Penalty: 3448.457031
	Iteration 23Q: 3 clusters Score -2355083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2355121.750000 Penalty: 3448.457031
	Iteration 24Q: 3 clusters Score -2355122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2355151.500000 Penalty: 3448.457031
	Iteration 25Q: 3 clusters Score -2355152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2355171.000000 Penalty: 3448.457031
	Iteration 26Q: 3 clusters Score -2355171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2355196.000000 Penalty: 3448.457031
	Iteration 27Q: 3 clusters Score -2355196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2355215.250000 Penalty: 3448.457031
	Iteration 28Q: 3 clusters Score -2355215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2355227.750000 Penalty: 3448.457031
	Iteration 29Q: 3 clusters Score -2355228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2355231.500000 Penalty: 3448.457031
	Iteration 30Q: 3 clusters Score -2355232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2355244.250000 Penalty: 3448.457031
	Iteration 31Q: 3 clusters Score -2355244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2355249.500000 Penalty: 3448.457031
	Iteration 32Q: 3 clusters Score -2355250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2355254.000000 Penalty: 3448.457031
	Iteration 33Q: 3 clusters Score -2355254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2355255.250000 Penalty: 3448.457031
	Iteration 34Q: 3 clusters Score -2355255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2355260.750000 Penalty: 3448.457031
	Iteration 35Q: 3 clusters Score -2355261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2355266.000000 Penalty: 3448.457031
	Iteration 36Q: 3 clusters Score -2355266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2355268.500000 Penalty: 3448.457031
	Iteration 37Q: 3 clusters Score -2355268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2355270.000000 Penalty: 3448.457031
	Iteration 38Q: 3 clusters Score -2355270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2355274.250000 Penalty: 3448.457031
	Iteration 39Q: 3 clusters Score -2355274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2355277.250000 Penalty: 3448.457031
	Iteration 40F: 3 clusters Score -2355277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2355279.500000 Penalty: 3448.457031
	Iteration 41Q: 3 clusters Score -2355280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2355281.500000 Penalty: 3448.457031
	Iteration 42Q: 3 clusters Score -2355282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2355283.000000 Penalty: 3448.457031
	Iteration 43Q: 3 clusters Score -2355283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2355281.250000 Penalty: 3448.457031
	Iteration 44Q: 3 clusters Score -2355281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2355280.250000 Penalty: 3448.457031
	Iteration 45Q: 3 clusters Score -2355280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2355280.250000 Penalty: 3448.457031
	Iteration 46Q: 3 clusters Score -2355280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2355284.500000 Penalty: 3448.457031
	Iteration 47Q: 3 clusters Score -2355284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2355285.500000 Penalty: 3448.457031
	Iteration 48Q: 3 clusters Score -2355286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2355286.750000 Penalty: 3448.457031
	Iteration 49Q: 3 clusters Score -2355287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2355286.750000 Penalty: 3448.457031
	Iteration 50F: 3 clusters Score -2355287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -115249.367188 Penalty: 1278.653564
	Iteration 0F: 2 clusters Score -115249.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -112797.406250 Penalty: 2557.307129
	Iteration 0F: 3 clusters Score -112797.4 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -113455.757812 Penalty: 2557.307129
	Iteration 1F: 3 clusters Score -113455.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -113662.210938 Penalty: 2557.307129
	Iteration 2F: 3 clusters Score -113662.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -113774.117188 Penalty: 2557.307129
	Iteration 3F: 3 clusters Score -113774.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -113870.421875 Penalty: 2557.307129
	Iteration 4Q: 3 clusters Score -113870.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -113975.945312 Penalty: 2557.307129
	Iteration 5Q: 3 clusters Score -113975.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -114064.445312 Penalty: 2557.307129
	Iteration 6Q: 3 clusters Score -114064.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -114165.687500 Penalty: 2557.307129
	Iteration 7Q: 3 clusters Score -114165.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -114281.617188 Penalty: 2557.307129
	Iteration 8Q: 3 clusters Score -114281.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -114397.000000 Penalty: 2557.307129
	Iteration 9Q: 3 clusters Score -114397 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -114478.054688 Penalty: 2557.307129
	Iteration 10Q: 3 clusters Score -114478.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -114542.242188 Penalty: 2557.307129
	Iteration 11Q: 3 clusters Score -114542.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -114596.664062 Penalty: 2557.307129
	Iteration 12Q: 3 clusters Score -114596.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -114644.312500 Penalty: 2557.307129
	Iteration 13Q: 3 clusters Score -114644.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -114676.390625 Penalty: 2557.307129
	Iteration 14Q: 3 clusters Score -114676.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -114708.593750 Penalty: 2557.307129
	Iteration 15Q: 3 clusters Score -114708.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -114748.296875 Penalty: 2557.307129
	Iteration 16Q: 3 clusters Score -114748.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -114784.132812 Penalty: 2557.307129
	Iteration 17Q: 3 clusters Score -114784.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -114816.273438 Penalty: 2557.307129
	Iteration 18Q: 3 clusters Score -114816.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -114847.585938 Penalty: 2557.307129
	Iteration 19Q: 3 clusters Score -114847.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -114881.617188 Penalty: 2557.307129
	Iteration 20F: 3 clusters Score -114881.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -114916.406250 Penalty: 2557.307129
	Iteration 21Q: 3 clusters Score -114916.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -114934.859375 Penalty: 2557.307129
	Iteration 22Q: 3 clusters Score -114934.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -114944.742188 Penalty: 2557.307129
	Iteration 23Q: 3 clusters Score -114944.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -114948.601562 Penalty: 2557.307129
	Iteration 24Q: 3 clusters Score -114948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -114949.218750 Penalty: 2557.307129
	Iteration 25Q: 3 clusters Score -114949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -114949.289062 Penalty: 2557.307129
	Iteration 26Q: 3 clusters Score -114949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -114950.023438 Penalty: 2557.307129
	Iteration 27Q: 3 clusters Score -114950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -114950.515625 Penalty: 2557.307129
	Iteration 28Q: 3 clusters Score -114950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -114950.515625 Penalty: 2557.307129
	Iteration 29F: 3 clusters Score -114950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Entering Unmasked Estep 
Score: -500731.406250 Penalty: 1479.667480
	Iteration 0F: 2 clusters Score -500731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -494216.000000 Penalty: 2959.334961
	Iteration 0F: 3 clusters Score -494216 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -496318.750000 Penalty: 2959.334961
	Iteration 1F: 3 clusters Score -496318.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -496558.062500 Penalty: 2959.334961
	Iteration 2F: 3 clusters Score -496558.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -496759.437500 Penalty: 2959.334961
	Iteration 3F: 3 clusters Score -496759.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -496956.156250 Penalty: 2959.334961
	Iteration 4Q: 3 clusters Score -496956.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -497193.562500 Penalty: 2959.334961
	Iteration 5Q: 3 clusters Score -497193.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -497490.625000 Penalty: 2959.334961
	Iteration 6F: 3 clusters Score -497490.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -497792.906250 Penalty: 2959.334961
	Iteration 7F: 3 clusters Score -497792.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -498066.625000 Penalty: 2959.334961
	Iteration 8Q: 3 clusters Score -498066.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -498306.875000 Penalty: 2959.334961
	Iteration 9Q: 3 clusters Score -498306.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -498528.343750 Penalty: 2959.334961
	Iteration 10Q: 3 clusters Score -498528.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -498711.000000 Penalty: 2959.334961
	Iteration 11Q: 3 clusters Score -498711 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -498848.406250 Penalty: 2959.334961
	Iteration 12Q: 3 clusters Score -498848.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -498958.437500 Penalty: 2959.334961
	Iteration 13Q: 3 clusters Score -498958.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -499028.781250 Penalty: 2959.334961
	Iteration 14Q: 3 clusters Score -499028.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -499079.500000 Penalty: 2959.334961
	Iteration 15Q: 3 clusters Score -499079.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -499110.656250 Penalty: 2959.334961
	Iteration 16Q: 3 clusters Score -499110.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -499134.968750 Penalty: 2959.334961
	Iteration 17Q: 3 clusters Score -499135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -499155.531250 Penalty: 2959.334961
	Iteration 18Q: 3 clusters Score -499155.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -499173.093750 Penalty: 2959.334961
	Iteration 19Q: 3 clusters Score -499173.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -499185.906250 Penalty: 2959.334961
	Iteration 20F: 3 clusters Score -499185.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -499195.125000 Penalty: 2959.334961
	Iteration 21Q: 3 clusters Score -499195.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -499207.625000 Penalty: 2959.334961
	Iteration 22Q: 3 clusters Score -499207.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -499223.000000 Penalty: 2959.334961
	Iteration 23Q: 3 clusters Score -499223 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -499234.437500 Penalty: 2959.334961
	Iteration 24Q: 3 clusters Score -499234.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -499246.906250 Penalty: 2959.334961
	Iteration 25Q: 3 clusters Score -499246.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -499258.312500 Penalty: 2959.334961
	Iteration 26Q: 3 clusters Score -499258.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -499272.531250 Penalty: 2959.334961
	Iteration 27Q: 3 clusters Score -499272.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -499287.156250 Penalty: 2959.334961
	Iteration 28Q: 3 clusters Score -499287.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -499302.312500 Penalty: 2959.334961
	Iteration 29Q: 3 clusters Score -499302.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -499311.843750 Penalty: 2959.334961
	Iteration 30Q: 3 clusters Score -499311.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -499320.562500 Penalty: 2959.334961
	Iteration 31Q: 3 clusters Score -499320.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -499328.281250 Penalty: 2959.334961
	Iteration 32Q: 3 clusters Score -499328.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -499338.937500 Penalty: 2959.334961
	Iteration 33Q: 3 clusters Score -499338.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -499347.968750 Penalty: 2959.334961
	Iteration 34Q: 3 clusters Score -499348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -499352.312500 Penalty: 2959.334961
	Iteration 35Q: 3 clusters Score -499352.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -499357.593750 Penalty: 2959.334961
	Iteration 36Q: 3 clusters Score -499357.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -499363.343750 Penalty: 2959.334961
	Iteration 37Q: 3 clusters Score -499363.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -499370.375000 Penalty: 2959.334961
	Iteration 38Q: 3 clusters Score -499370.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -499374.031250 Penalty: 2959.334961
	Iteration 39Q: 3 clusters Score -499374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -499376.281250 Penalty: 2959.334961
	Iteration 40F: 3 clusters Score -499376.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -499384.593750 Penalty: 2959.334961
	Iteration 41Q: 3 clusters Score -499384.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -499391.843750 Penalty: 2959.334961
	Iteration 42Q: 3 clusters Score -499391.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -499398.281250 Penalty: 2959.334961
	Iteration 43Q: 3 clusters Score -499398.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -499404.718750 Penalty: 2959.334961
	Iteration 44Q: 3 clusters Score -499404.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -499408.656250 Penalty: 2959.334961
	Iteration 45Q: 3 clusters Score -499408.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -499417.312500 Penalty: 2959.334961
	Iteration 46Q: 3 clusters Score -499417.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -499423.000000 Penalty: 2959.334961
	Iteration 47Q: 3 clusters Score -499423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -499425.437500 Penalty: 2959.334961
	Iteration 48Q: 3 clusters Score -499425.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -499430.281250 Penalty: 2959.334961
	Iteration 49Q: 3 clusters Score -499430.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -499436.781250 Penalty: 2959.334961
	Iteration 50Q: 3 clusters Score -499436.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -499441.875000 Penalty: 2959.334961
	Iteration 51Q: 3 clusters Score -499441.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -499446.312500 Penalty: 2959.334961
	Iteration 52Q: 3 clusters Score -499446.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -499450.437500 Penalty: 2959.334961
	Iteration 53Q: 3 clusters Score -499450.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -499455.156250 Penalty: 2959.334961
	Iteration 54Q: 3 clusters Score -499455.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -499461.468750 Penalty: 2959.334961
	Iteration 55Q: 3 clusters Score -499461.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -499462.750000 Penalty: 2959.334961
	Iteration 56Q: 3 clusters Score -499462.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -499465.937500 Penalty: 2959.334961
	Iteration 57Q: 3 clusters Score -499465.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -499467.781250 Penalty: 2959.334961
	Iteration 58Q: 3 clusters Score -499467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -499470.500000 Penalty: 2959.334961
	Iteration 59Q: 3 clusters Score -499470.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -499472.125000 Penalty: 2959.334961
	Iteration 60F: 3 clusters Score -499472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -499472.875000 Penalty: 2959.334961
	Iteration 61Q: 3 clusters Score -499472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -499474.031250 Penalty: 2959.334961
	Iteration 62Q: 3 clusters Score -499474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -499474.375000 Penalty: 2959.334961
	Iteration 63Q: 3 clusters Score -499474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -499474.375000 Penalty: 2959.334961
	Iteration 64F: 3 clusters Score -499474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Entering Unmasked Estep 
Score: -880445.062500 Penalty: 1574.108765
	Iteration 0F: 2 clusters Score -880445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -869258.000000 Penalty: 3148.217529
	Iteration 0F: 3 clusters Score -869258 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -873208.750000 Penalty: 3148.217529
	Iteration 1F: 3 clusters Score -873208.8 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -873758.687500 Penalty: 3148.217529
	Iteration 2F: 3 clusters Score -873758.7 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -874387.437500 Penalty: 3148.217529
	Iteration 3F: 3 clusters Score -874387.4 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -875093.937500 Penalty: 3148.217529
	Iteration 4F: 3 clusters Score -875093.9 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -875813.875000 Penalty: 3148.217529
	Iteration 5F: 3 clusters Score -875813.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -876541.437500 Penalty: 3148.217529
	Iteration 6F: 3 clusters Score -876541.4 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -877192.875000 Penalty: 3148.217529
	Iteration 7F: 3 clusters Score -877192.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -877631.875000 Penalty: 3148.217529
	Iteration 8Q: 3 clusters Score -877631.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -877900.250000 Penalty: 3148.217529
	Iteration 9Q: 3 clusters Score -877900.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -878063.250000 Penalty: 3148.217529
	Iteration 10Q: 3 clusters Score -878063.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -878155.437500 Penalty: 3148.217529
	Iteration 11Q: 3 clusters Score -878155.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -878230.937500 Penalty: 3148.217529
	Iteration 12Q: 3 clusters Score -878230.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -878297.500000 Penalty: 3148.217529
	Iteration 13Q: 3 clusters Score -878297.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -878363.062500 Penalty: 3148.217529
	Iteration 14Q: 3 clusters Score -878363.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -878419.625000 Penalty: 3148.217529
	Iteration 15Q: 3 clusters Score -878419.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -878488.187500 Penalty: 3148.217529
	Iteration 16Q: 3 clusters Score -878488.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -878564.000000 Penalty: 3148.217529
	Iteration 17Q: 3 clusters Score -878564 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -878664.375000 Penalty: 3148.217529
	Iteration 18Q: 3 clusters Score -878664.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -878756.875000 Penalty: 3148.217529
	Iteration 19Q: 3 clusters Score -878756.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -878853.125000 Penalty: 3148.217529
	Iteration 20F: 3 clusters Score -878853.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -878951.812500 Penalty: 3148.217529
	Iteration 21Q: 3 clusters Score -878951.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -879028.187500 Penalty: 3148.217529
	Iteration 22Q: 3 clusters Score -879028.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -879088.125000 Penalty: 3148.217529
	Iteration 23Q: 3 clusters Score -879088.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -879140.687500 Penalty: 3148.217529
	Iteration 24Q: 3 clusters Score -879140.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -879183.875000 Penalty: 3148.217529
	Iteration 25Q: 3 clusters Score -879183.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -879213.250000 Penalty: 3148.217529
	Iteration 26Q: 3 clusters Score -879213.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -879241.687500 Penalty: 3148.217529
	Iteration 27Q: 3 clusters Score -879241.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -879255.312500 Penalty: 3148.217529
	Iteration 28Q: 3 clusters Score -879255.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -879264.125000 Penalty: 3148.217529
	Iteration 29Q: 3 clusters Score -879264.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -879273.750000 Penalty: 3148.217529
	Iteration 30Q: 3 clusters Score -879273.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -879274.812500 Penalty: 3148.217529
	Iteration 31Q: 3 clusters Score -879274.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -879283.312500 Penalty: 3148.217529
	Iteration 32Q: 3 clusters Score -879283.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -879291.437500 Penalty: 3148.217529
	Iteration 33Q: 3 clusters Score -879291.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -879298.937500 Penalty: 3148.217529
	Iteration 34Q: 3 clusters Score -879298.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -879307.625000 Penalty: 3148.217529
	Iteration 35Q: 3 clusters Score -879307.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -879315.562500 Penalty: 3148.217529
	Iteration 36Q: 3 clusters Score -879315.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -879328.875000 Penalty: 3148.217529
	Iteration 37Q: 3 clusters Score -879328.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -879342.375000 Penalty: 3148.217529
	Iteration 38Q: 3 clusters Score -879342.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -879358.562500 Penalty: 3148.217529
	Iteration 39Q: 3 clusters Score -879358.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -879368.062500 Penalty: 3148.217529
	Iteration 40F: 3 clusters Score -879368.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -879380.187500 Penalty: 3148.217529
	Iteration 41Q: 3 clusters Score -879380.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -879385.500000 Penalty: 3148.217529
	Iteration 42Q: 3 clusters Score -879385.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -879395.062500 Penalty: 3148.217529
	Iteration 43Q: 3 clusters Score -879395.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -879400.250000 Penalty: 3148.217529
	Iteration 44Q: 3 clusters Score -879400.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -879406.625000 Penalty: 3148.217529
	Iteration 45Q: 3 clusters Score -879406.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -879412.687500 Penalty: 3148.217529
	Iteration 46Q: 3 clusters Score -879412.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -879424.812500 Penalty: 3148.217529
	Iteration 47Q: 3 clusters Score -879424.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -879430.500000 Penalty: 3148.217529
	Iteration 48Q: 3 clusters Score -879430.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -879436.937500 Penalty: 3148.217529
	Iteration 49Q: 3 clusters Score -879436.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -879445.625000 Penalty: 3148.217529
	Iteration 50Q: 3 clusters Score -879445.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -879452.000000 Penalty: 3148.217529
	Iteration 51Q: 3 clusters Score -879452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -879460.937500 Penalty: 3148.217529
	Iteration 52Q: 3 clusters Score -879460.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -879471.500000 Penalty: 3148.217529
	Iteration 53Q: 3 clusters Score -879471.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -879482.000000 Penalty: 3148.217529
	Iteration 54Q: 3 clusters Score -879482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -879491.937500 Penalty: 3148.217529
	Iteration 55Q: 3 clusters Score -879491.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -879495.937500 Penalty: 3148.217529
	Iteration 56Q: 3 clusters Score -879495.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -879504.937500 Penalty: 3148.217529
	Iteration 57Q: 3 clusters Score -879504.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -879510.500000 Penalty: 3148.217529
	Iteration 58Q: 3 clusters Score -879510.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -879513.750000 Penalty: 3148.217529
	Iteration 59Q: 3 clusters Score -879513.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -879518.562500 Penalty: 3148.217529
	Iteration 60F: 3 clusters Score -879518.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -879521.812500 Penalty: 3148.217529
	Iteration 61Q: 3 clusters Score -879521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -879524.625000 Penalty: 3148.217529
	Iteration 62Q: 3 clusters Score -879524.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -879524.312500 Penalty: 3148.217529
	Iteration 63Q: 3 clusters Score -879524.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -879526.812500 Penalty: 3148.217529
	Iteration 64Q: 3 clusters Score -879526.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -879526.750000 Penalty: 3148.217529
	Iteration 65Q: 3 clusters Score -879526.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -879532.062500 Penalty: 3148.217529
	Iteration 66Q: 3 clusters Score -879532.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -879534.687500 Penalty: 3148.217529
	Iteration 67Q: 3 clusters Score -879534.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -879537.875000 Penalty: 3148.217529
	Iteration 68Q: 3 clusters Score -879537.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -879540.562500 Penalty: 3148.217529
	Iteration 69Q: 3 clusters Score -879540.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -879541.625000 Penalty: 3148.217529
	Iteration 70Q: 3 clusters Score -879541.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -879543.000000 Penalty: 3148.217529
	Iteration 71Q: 3 clusters Score -879543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -879544.437500 Penalty: 3148.217529
	Iteration 72Q: 3 clusters Score -879544.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -879546.375000 Penalty: 3148.217529
	Iteration 73Q: 3 clusters Score -879546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -879546.062500 Penalty: 3148.217529
	Iteration 74Q: 3 clusters Score -879546.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -879545.000000 Penalty: 3148.217529
	Iteration 75Q: 3 clusters Score -879545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -879546.937500 Penalty: 3148.217529
	Iteration 76Q: 3 clusters Score -879546.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -879547.062500 Penalty: 3148.217529
	Iteration 77Q: 3 clusters Score -879547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -879549.250000 Penalty: 3148.217529
	Iteration 78Q: 3 clusters Score -879549.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -879550.437500 Penalty: 3148.217529
	Iteration 79Q: 3 clusters Score -879550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -879549.500000 Penalty: 3148.217529
	Iteration 80F: 3 clusters Score -879549.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -879550.875000 Penalty: 3148.217529
	Iteration 81Q: 3 clusters Score -879550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -879550.062500 Penalty: 3148.217529
	Iteration 82Q: 3 clusters Score -879550.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -879551.437500 Penalty: 3148.217529
	Iteration 83Q: 3 clusters Score -879551.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -879553.250000 Penalty: 3148.217529
	Iteration 84Q: 3 clusters Score -879553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -879554.000000 Penalty: 3148.217529
	Iteration 85Q: 3 clusters Score -879554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -879556.500000 Penalty: 3148.217529
	Iteration 86Q: 3 clusters Score -879556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -879556.062500 Penalty: 3148.217529
	Iteration 87Q: 3 clusters Score -879556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -879556.625000 Penalty: 3148.217529
	Iteration 88Q: 3 clusters Score -879556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -879556.187500 Penalty: 3148.217529
	Iteration 89Q: 3 clusters Score -879556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -879556.187500 Penalty: 3148.217529
	Iteration 90F: 3 clusters Score -879556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Entering Unmasked Estep 
Score: -1000973.312500 Penalty: 1591.381104
	Iteration 0F: 2 clusters Score -1000973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -988729.875000 Penalty: 3182.762207
	Iteration 0F: 3 clusters Score -988729.9 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -993488.000000 Penalty: 3182.762207
	Iteration 1F: 3 clusters Score -993488 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -994340.687500 Penalty: 3182.762207
	Iteration 2F: 3 clusters Score -994340.7 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -995264.625000 Penalty: 3182.762207
	Iteration 3F: 3 clusters Score -995264.6 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -996106.875000 Penalty: 3182.762207
	Iteration 4F: 3 clusters Score -996106.9 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -996847.812500 Penalty: 3182.762207
	Iteration 5F: 3 clusters Score -996847.8 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -997471.625000 Penalty: 3182.762207
	Iteration 6F: 3 clusters Score -997471.6 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -997908.375000 Penalty: 3182.762207
	Iteration 7Q: 3 clusters Score -997908.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -998182.125000 Penalty: 3182.762207
	Iteration 8Q: 3 clusters Score -998182.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -998358.000000 Penalty: 3182.762207
	Iteration 9Q: 3 clusters Score -998358 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -998465.187500 Penalty: 3182.762207
	Iteration 10Q: 3 clusters Score -998465.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -998544.062500 Penalty: 3182.762207
	Iteration 11Q: 3 clusters Score -998544.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -998606.312500 Penalty: 3182.762207
	Iteration 12Q: 3 clusters Score -998606.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -998654.750000 Penalty: 3182.762207
	Iteration 13Q: 3 clusters Score -998654.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -998696.562500 Penalty: 3182.762207
	Iteration 14Q: 3 clusters Score -998696.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -998741.312500 Penalty: 3182.762207
	Iteration 15Q: 3 clusters Score -998741.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -998789.812500 Penalty: 3182.762207
	Iteration 16Q: 3 clusters Score -998789.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -998826.437500 Penalty: 3182.762207
	Iteration 17Q: 3 clusters Score -998826.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -998858.062500 Penalty: 3182.762207
	Iteration 18Q: 3 clusters Score -998858.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -998894.687500 Penalty: 3182.762207
	Iteration 19Q: 3 clusters Score -998894.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -998941.062500 Penalty: 3182.762207
	Iteration 20F: 3 clusters Score -998941.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -998990.875000 Penalty: 3182.762207
	Iteration 21Q: 3 clusters Score -998990.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -999042.312500 Penalty: 3182.762207
	Iteration 22Q: 3 clusters Score -999042.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -999097.062500 Penalty: 3182.762207
	Iteration 23Q: 3 clusters Score -999097.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -999155.375000 Penalty: 3182.762207
	Iteration 24Q: 3 clusters Score -999155.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -999215.312500 Penalty: 3182.762207
	Iteration 25Q: 3 clusters Score -999215.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -999272.625000 Penalty: 3182.762207
	Iteration 26Q: 3 clusters Score -999272.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -999326.875000 Penalty: 3182.762207
	Iteration 27Q: 3 clusters Score -999326.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -999377.125000 Penalty: 3182.762207
	Iteration 28Q: 3 clusters Score -999377.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -999426.687500 Penalty: 3182.762207
	Iteration 29Q: 3 clusters Score -999426.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -999455.187500 Penalty: 3182.762207
	Iteration 30Q: 3 clusters Score -999455.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -999477.437500 Penalty: 3182.762207
	Iteration 31Q: 3 clusters Score -999477.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -999491.312500 Penalty: 3182.762207
	Iteration 32Q: 3 clusters Score -999491.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -999513.625000 Penalty: 3182.762207
	Iteration 33Q: 3 clusters Score -999513.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -999528.500000 Penalty: 3182.762207
	Iteration 34Q: 3 clusters Score -999528.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -999540.937500 Penalty: 3182.762207
	Iteration 35Q: 3 clusters Score -999540.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -999554.437500 Penalty: 3182.762207
	Iteration 36Q: 3 clusters Score -999554.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -999567.187500 Penalty: 3182.762207
	Iteration 37Q: 3 clusters Score -999567.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -999578.437500 Penalty: 3182.762207
	Iteration 38Q: 3 clusters Score -999578.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -999585.750000 Penalty: 3182.762207
	Iteration 39Q: 3 clusters Score -999585.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -999595.187500 Penalty: 3182.762207
	Iteration 40F: 3 clusters Score -999595.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -999597.750000 Penalty: 3182.762207
	Iteration 41Q: 3 clusters Score -999597.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -999600.625000 Penalty: 3182.762207
	Iteration 42Q: 3 clusters Score -999600.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -999602.375000 Penalty: 3182.762207
	Iteration 43Q: 3 clusters Score -999602.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -999602.500000 Penalty: 3182.762207
	Iteration 44Q: 3 clusters Score -999602.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -999604.625000 Penalty: 3182.762207
	Iteration 45Q: 3 clusters Score -999604.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -999603.562500 Penalty: 3182.762207
	Iteration 46Q: 3 clusters Score -999603.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -999605.687500 Penalty: 3182.762207
	Iteration 47Q: 3 clusters Score -999605.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -999610.937500 Penalty: 3182.762207
	Iteration 48Q: 3 clusters Score -999610.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -999613.562500 Penalty: 3182.762207
	Iteration 49Q: 3 clusters Score -999613.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -999613.750000 Penalty: 3182.762207
	Iteration 50Q: 3 clusters Score -999613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -999617.312500 Penalty: 3182.762207
	Iteration 51Q: 3 clusters Score -999617.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -999620.375000 Penalty: 3182.762207
	Iteration 52Q: 3 clusters Score -999620.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -999619.687500 Penalty: 3182.762207
	Iteration 53Q: 3 clusters Score -999619.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -999623.062500 Penalty: 3182.762207
	Iteration 54Q: 3 clusters Score -999623.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -999628.125000 Penalty: 3182.762207
	Iteration 55Q: 3 clusters Score -999628.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -999628.562500 Penalty: 3182.762207
	Iteration 56Q: 3 clusters Score -999628.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -999635.187500 Penalty: 3182.762207
	Iteration 57Q: 3 clusters Score -999635.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -999637.750000 Penalty: 3182.762207
	Iteration 58Q: 3 clusters Score -999637.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -999640.437500 Penalty: 3182.762207
	Iteration 59Q: 3 clusters Score -999640.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -999643.250000 Penalty: 3182.762207
	Iteration 60F: 3 clusters Score -999643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -999644.750000 Penalty: 3182.762207
	Iteration 61Q: 3 clusters Score -999644.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -999646.000000 Penalty: 3182.762207
	Iteration 62Q: 3 clusters Score -999646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -999647.062500 Penalty: 3182.762207
	Iteration 63Q: 3 clusters Score -999647.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -999652.187500 Penalty: 3182.762207
	Iteration 64Q: 3 clusters Score -999652.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -999655.250000 Penalty: 3182.762207
	Iteration 65Q: 3 clusters Score -999655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -999654.312500 Penalty: 3182.762207
	Iteration 66Q: 3 clusters Score -999654.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -999658.812500 Penalty: 3182.762207
	Iteration 67Q: 3 clusters Score -999658.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -999660.187500 Penalty: 3182.762207
	Iteration 68Q: 3 clusters Score -999660.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -999662.437500 Penalty: 3182.762207
	Iteration 69Q: 3 clusters Score -999662.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -999663.375000 Penalty: 3182.762207
	Iteration 70Q: 3 clusters Score -999663.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -999667.000000 Penalty: 3182.762207
	Iteration 71Q: 3 clusters Score -999667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -999671.687500 Penalty: 3182.762207
	Iteration 72Q: 3 clusters Score -999671.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -999672.562500 Penalty: 3182.762207
	Iteration 73Q: 3 clusters Score -999672.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -999677.750000 Penalty: 3182.762207
	Iteration 74Q: 3 clusters Score -999677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -999678.375000 Penalty: 3182.762207
	Iteration 75Q: 3 clusters Score -999678.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -999678.062500 Penalty: 3182.762207
	Iteration 76Q: 3 clusters Score -999678.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -999683.062500 Penalty: 3182.762207
	Iteration 77Q: 3 clusters Score -999683.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -999685.437500 Penalty: 3182.762207
	Iteration 78Q: 3 clusters Score -999685.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -999688.875000 Penalty: 3182.762207
	Iteration 79Q: 3 clusters Score -999688.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -999693.875000 Penalty: 3182.762207
	Iteration 80F: 3 clusters Score -999693.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -999693.437500 Penalty: 3182.762207
	Iteration 81Q: 3 clusters Score -999693.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -999693.375000 Penalty: 3182.762207
	Iteration 82Q: 3 clusters Score -999693.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -999697.000000 Penalty: 3182.762207
	Iteration 83Q: 3 clusters Score -999697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -999702.687500 Penalty: 3182.762207
	Iteration 84Q: 3 clusters Score -999702.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -999702.812500 Penalty: 3182.762207
	Iteration 85Q: 3 clusters Score -999702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -999704.562500 Penalty: 3182.762207
	Iteration 86Q: 3 clusters Score -999704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -999705.375000 Penalty: 3182.762207
	Iteration 87Q: 3 clusters Score -999705.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -999705.562500 Penalty: 3182.762207
	Iteration 88Q: 3 clusters Score -999705.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -999706.750000 Penalty: 3182.762207
	Iteration 89Q: 3 clusters Score -999706.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -999712.062500 Penalty: 3182.762207
	Iteration 90Q: 3 clusters Score -999712.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -999712.312500 Penalty: 3182.762207
	Iteration 91Q: 3 clusters Score -999712.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -999713.625000 Penalty: 3182.762207
	Iteration 92Q: 3 clusters Score -999713.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -999717.125000 Penalty: 3182.762207
	Iteration 93Q: 3 clusters Score -999717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -999716.250000 Penalty: 3182.762207
	Iteration 94Q: 3 clusters Score -999716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -999719.375000 Penalty: 3182.762207
	Iteration 95Q: 3 clusters Score -999719.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -999720.562500 Penalty: 3182.762207
	Iteration 96Q: 3 clusters Score -999720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -999723.000000 Penalty: 3182.762207
	Iteration 97Q: 3 clusters Score -999723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -999723.062500 Penalty: 3182.762207
	Iteration 98Q: 3 clusters Score -999723.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -999724.125000 Penalty: 3182.762207
	Iteration 99Q: 3 clusters Score -999724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -999724.812500 Penalty: 3182.762207
	Iteration 100F: 3 clusters Score -999724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -999726.000000 Penalty: 3182.762207
	Iteration 101Q: 3 clusters Score -999726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -999727.375000 Penalty: 3182.762207
	Iteration 102Q: 3 clusters Score -999727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -999727.375000 Penalty: 3182.762207
	Iteration 103F: 3 clusters Score -999727.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Entering Unmasked Estep 
Score: -854690.125000 Penalty: 1592.051025
	Iteration 0F: 2 clusters Score -854690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -842351.812500 Penalty: 3184.102051
	Iteration 0F: 3 clusters Score -842351.8 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -847047.625000 Penalty: 3184.102051
	Iteration 1F: 3 clusters Score -847047.6 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -847651.375000 Penalty: 3184.102051
	Iteration 2F: 3 clusters Score -847651.4 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -848302.812500 Penalty: 3184.102051
	Iteration 3F: 3 clusters Score -848302.8 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -848948.250000 Penalty: 3184.102051
	Iteration 4F: 3 clusters Score -848948.2 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -849509.312500 Penalty: 3184.102051
	Iteration 5F: 3 clusters Score -849509.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -850114.937500 Penalty: 3184.102051
	Iteration 6F: 3 clusters Score -850114.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -850716.500000 Penalty: 3184.102051
	Iteration 7F: 3 clusters Score -850716.5 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -851298.500000 Penalty: 3184.102051
	Iteration 8Q: 3 clusters Score -851298.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -851832.312500 Penalty: 3184.102051
	Iteration 9Q: 3 clusters Score -851832.3 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -852310.562500 Penalty: 3184.102051
	Iteration 10Q: 3 clusters Score -852310.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -852662.312500 Penalty: 3184.102051
	Iteration 11Q: 3 clusters Score -852662.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -852952.812500 Penalty: 3184.102051
	Iteration 12Q: 3 clusters Score -852952.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -853197.250000 Penalty: 3184.102051
	Iteration 13Q: 3 clusters Score -853197.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -853423.250000 Penalty: 3184.102051
	Iteration 14Q: 3 clusters Score -853423.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -853610.562500 Penalty: 3184.102051
	Iteration 15Q: 3 clusters Score -853610.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -853778.125000 Penalty: 3184.102051
	Iteration 16Q: 3 clusters Score -853778.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -853931.562500 Penalty: 3184.102051
	Iteration 17Q: 3 clusters Score -853931.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -854064.625000 Penalty: 3184.102051
	Iteration 18Q: 3 clusters Score -854064.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -854169.375000 Penalty: 3184.102051
	Iteration 19Q: 3 clusters Score -854169.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -854251.062500 Penalty: 3184.102051
	Iteration 20F: 3 clusters Score -854251.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -854329.250000 Penalty: 3184.102051
	Iteration 21Q: 3 clusters Score -854329.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -854406.000000 Penalty: 3184.102051
	Iteration 22Q: 3 clusters Score -854406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -854452.500000 Penalty: 3184.102051
	Iteration 23Q: 3 clusters Score -854452.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -854477.562500 Penalty: 3184.102051
	Iteration 24Q: 3 clusters Score -854477.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -854495.625000 Penalty: 3184.102051
	Iteration 25Q: 3 clusters Score -854495.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -854509.250000 Penalty: 3184.102051
	Iteration 26Q: 3 clusters Score -854509.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -854520.187500 Penalty: 3184.102051
	Iteration 27Q: 3 clusters Score -854520.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -854522.500000 Penalty: 3184.102051
	Iteration 28Q: 3 clusters Score -854522.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -854527.187500 Penalty: 3184.102051
	Iteration 29Q: 3 clusters Score -854527.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -854528.187500 Penalty: 3184.102051
	Iteration 30Q: 3 clusters Score -854528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -854527.000000 Penalty: 3184.102051
	Iteration 31Q: 3 clusters Score -854527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -854529.625000 Penalty: 3184.102051
	Iteration 32F: 3 clusters Score -854529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -854534.500000 Penalty: 3184.102051
	Iteration 33Q: 3 clusters Score -854534.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -854535.687500 Penalty: 3184.102051
	Iteration 34Q: 3 clusters Score -854535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -854537.937500 Penalty: 3184.102051
	Iteration 35Q: 3 clusters Score -854537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -854540.250000 Penalty: 3184.102051
	Iteration 36Q: 3 clusters Score -854540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -854541.250000 Penalty: 3184.102051
	Iteration 37Q: 3 clusters Score -854541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -854540.375000 Penalty: 3184.102051
	Iteration 38Q: 3 clusters Score -854540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -854539.625000 Penalty: 3184.102051
	Iteration 39Q: 3 clusters Score -854539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -854539.625000 Penalty: 3184.102051
	Iteration 40F: 3 clusters Score -854539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Entering Unmasked Estep 
Score: -706652.937500 Penalty: 1535.955078
	Iteration 0F: 2 clusters Score -706652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -697825.562500 Penalty: 3071.910156
	Iteration 0F: 3 clusters Score -697825.6 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -700920.875000 Penalty: 3071.910156
	Iteration 1F: 3 clusters Score -700920.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -701261.187500 Penalty: 3071.910156
	Iteration 2F: 3 clusters Score -701261.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -701579.437500 Penalty: 3071.910156
	Iteration 3F: 3 clusters Score -701579.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -701878.812500 Penalty: 3071.910156
	Iteration 4Q: 3 clusters Score -701878.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -702166.375000 Penalty: 3071.910156
	Iteration 5Q: 3 clusters Score -702166.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -702442.500000 Penalty: 3071.910156
	Iteration 6Q: 3 clusters Score -702442.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -702667.937500 Penalty: 3071.910156
	Iteration 7Q: 3 clusters Score -702667.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -702865.312500 Penalty: 3071.910156
	Iteration 8Q: 3 clusters Score -702865.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -703051.125000 Penalty: 3071.910156
	Iteration 9Q: 3 clusters Score -703051.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -703268.625000 Penalty: 3071.910156
	Iteration 10Q: 3 clusters Score -703268.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -703524.250000 Penalty: 3071.910156
	Iteration 11Q: 3 clusters Score -703524.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -703808.750000 Penalty: 3071.910156
	Iteration 12Q: 3 clusters Score -703808.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -704092.687500 Penalty: 3071.910156
	Iteration 13Q: 3 clusters Score -704092.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -704367.937500 Penalty: 3071.910156
	Iteration 14Q: 3 clusters Score -704367.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -704675.500000 Penalty: 3071.910156
	Iteration 15Q: 3 clusters Score -704675.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -704906.125000 Penalty: 3071.910156
	Iteration 16Q: 3 clusters Score -704906.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -705109.500000 Penalty: 3071.910156
	Iteration 17Q: 3 clusters Score -705109.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -705275.125000 Penalty: 3071.910156
	Iteration 18Q: 3 clusters Score -705275.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -705417.562500 Penalty: 3071.910156
	Iteration 19Q: 3 clusters Score -705417.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -705525.750000 Penalty: 3071.910156
	Iteration 20F: 3 clusters Score -705525.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -705613.250000 Penalty: 3071.910156
	Iteration 21Q: 3 clusters Score -705613.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -705680.187500 Penalty: 3071.910156
	Iteration 22Q: 3 clusters Score -705680.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -705739.875000 Penalty: 3071.910156
	Iteration 23Q: 3 clusters Score -705739.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -705790.875000 Penalty: 3071.910156
	Iteration 24Q: 3 clusters Score -705790.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -705822.812500 Penalty: 3071.910156
	Iteration 25Q: 3 clusters Score -705822.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -705855.312500 Penalty: 3071.910156
	Iteration 26Q: 3 clusters Score -705855.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -705888.000000 Penalty: 3071.910156
	Iteration 27Q: 3 clusters Score -705888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -705921.937500 Penalty: 3071.910156
	Iteration 28Q: 3 clusters Score -705921.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -705948.437500 Penalty: 3071.910156
	Iteration 29Q: 3 clusters Score -705948.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -705978.187500 Penalty: 3071.910156
	Iteration 30Q: 3 clusters Score -705978.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -706002.437500 Penalty: 3071.910156
	Iteration 31Q: 3 clusters Score -706002.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -706012.250000 Penalty: 3071.910156
	Iteration 32Q: 3 clusters Score -706012.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -706027.375000 Penalty: 3071.910156
	Iteration 33Q: 3 clusters Score -706027.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -706034.875000 Penalty: 3071.910156
	Iteration 34Q: 3 clusters Score -706034.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -706037.125000 Penalty: 3071.910156
	Iteration 35Q: 3 clusters Score -706037.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -706042.812500 Penalty: 3071.910156
	Iteration 36Q: 3 clusters Score -706042.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -706044.687500 Penalty: 3071.910156
	Iteration 37Q: 3 clusters Score -706044.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -706046.687500 Penalty: 3071.910156
	Iteration 38Q: 3 clusters Score -706046.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -706046.750000 Penalty: 3071.910156
	Iteration 39Q: 3 clusters Score -706046.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -706048.562500 Penalty: 3071.910156
	Iteration 40F: 3 clusters Score -706048.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -706053.187500 Penalty: 3071.910156
	Iteration 41Q: 3 clusters Score -706053.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -706054.437500 Penalty: 3071.910156
	Iteration 42Q: 3 clusters Score -706054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -706054.250000 Penalty: 3071.910156
	Iteration 43Q: 3 clusters Score -706054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -706055.562500 Penalty: 3071.910156
	Iteration 44Q: 3 clusters Score -706055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -706056.250000 Penalty: 3071.910156
	Iteration 45Q: 3 clusters Score -706056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -706056.250000 Penalty: 3071.910156
	Iteration 46F: 3 clusters Score -706056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Entering Unmasked Estep 
Score: -900002.187500 Penalty: 1569.285156
	Iteration 0F: 2 clusters Score -900002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -889248.375000 Penalty: 3138.570312
	Iteration 0F: 3 clusters Score -889248.4 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -892997.500000 Penalty: 3138.570312
	Iteration 1F: 3 clusters Score -892997.5 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -893407.437500 Penalty: 3138.570312
	Iteration 2F: 3 clusters Score -893407.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -893814.437500 Penalty: 3138.570312
	Iteration 3F: 3 clusters Score -893814.4 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -894253.437500 Penalty: 3138.570312
	Iteration 4F: 3 clusters Score -894253.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -894732.000000 Penalty: 3138.570312
	Iteration 5F: 3 clusters Score -894732 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -895184.937500 Penalty: 3138.570312
	Iteration 6F: 3 clusters Score -895184.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -895562.937500 Penalty: 3138.570312
	Iteration 7F: 3 clusters Score -895562.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -895833.062500 Penalty: 3138.570312
	Iteration 8Q: 3 clusters Score -895833.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -896068.312500 Penalty: 3138.570312
	Iteration 9Q: 3 clusters Score -896068.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -896277.062500 Penalty: 3138.570312
	Iteration 10Q: 3 clusters Score -896277.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -896476.000000 Penalty: 3138.570312
	Iteration 11Q: 3 clusters Score -896476 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -896661.625000 Penalty: 3138.570312
	Iteration 12Q: 3 clusters Score -896661.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -896825.875000 Penalty: 3138.570312
	Iteration 13Q: 3 clusters Score -896825.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -896954.500000 Penalty: 3138.570312
	Iteration 14Q: 3 clusters Score -896954.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -897066.000000 Penalty: 3138.570312
	Iteration 15Q: 3 clusters Score -897066 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -897166.625000 Penalty: 3138.570312
	Iteration 16Q: 3 clusters Score -897166.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -897263.812500 Penalty: 3138.570312
	Iteration 17Q: 3 clusters Score -897263.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -897350.875000 Penalty: 3138.570312
	Iteration 18Q: 3 clusters Score -897350.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -897419.812500 Penalty: 3138.570312
	Iteration 19Q: 3 clusters Score -897419.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -897485.312500 Penalty: 3138.570312
	Iteration 20F: 3 clusters Score -897485.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -897543.125000 Penalty: 3138.570312
	Iteration 21Q: 3 clusters Score -897543.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -897606.187500 Penalty: 3138.570312
	Iteration 22Q: 3 clusters Score -897606.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -897670.750000 Penalty: 3138.570312
	Iteration 23Q: 3 clusters Score -897670.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -897733.375000 Penalty: 3138.570312
	Iteration 24Q: 3 clusters Score -897733.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -897795.937500 Penalty: 3138.570312
	Iteration 25Q: 3 clusters Score -897795.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -897850.750000 Penalty: 3138.570312
	Iteration 26Q: 3 clusters Score -897850.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -897914.437500 Penalty: 3138.570312
	Iteration 27Q: 3 clusters Score -897914.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -897968.875000 Penalty: 3138.570312
	Iteration 28Q: 3 clusters Score -897968.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -898021.500000 Penalty: 3138.570312
	Iteration 29Q: 3 clusters Score -898021.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -898062.375000 Penalty: 3138.570312
	Iteration 30Q: 3 clusters Score -898062.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -898094.875000 Penalty: 3138.570312
	Iteration 31Q: 3 clusters Score -898094.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -898125.437500 Penalty: 3138.570312
	Iteration 32Q: 3 clusters Score -898125.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -898161.437500 Penalty: 3138.570312
	Iteration 33Q: 3 clusters Score -898161.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -898192.125000 Penalty: 3138.570312
	Iteration 34Q: 3 clusters Score -898192.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -898223.125000 Penalty: 3138.570312
	Iteration 35Q: 3 clusters Score -898223.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -898262.312500 Penalty: 3138.570312
	Iteration 36Q: 3 clusters Score -898262.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -898296.375000 Penalty: 3138.570312
	Iteration 37Q: 3 clusters Score -898296.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -898340.375000 Penalty: 3138.570312
	Iteration 38Q: 3 clusters Score -898340.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -898379.250000 Penalty: 3138.570312
	Iteration 39Q: 3 clusters Score -898379.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -898413.125000 Penalty: 3138.570312
	Iteration 40F: 3 clusters Score -898413.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -898439.187500 Penalty: 3138.570312
	Iteration 41Q: 3 clusters Score -898439.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -898459.000000 Penalty: 3138.570312
	Iteration 42Q: 3 clusters Score -898459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -898469.000000 Penalty: 3138.570312
	Iteration 43Q: 3 clusters Score -898469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -898484.687500 Penalty: 3138.570312
	Iteration 44Q: 3 clusters Score -898484.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -898495.250000 Penalty: 3138.570312
	Iteration 45Q: 3 clusters Score -898495.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -898510.500000 Penalty: 3138.570312
	Iteration 46Q: 3 clusters Score -898510.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -898522.375000 Penalty: 3138.570312
	Iteration 47Q: 3 clusters Score -898522.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -898531.625000 Penalty: 3138.570312
	Iteration 48Q: 3 clusters Score -898531.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -898538.312500 Penalty: 3138.570312
	Iteration 49Q: 3 clusters Score -898538.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -898545.187500 Penalty: 3138.570312
	Iteration 50Q: 3 clusters Score -898545.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -898556.312500 Penalty: 3138.570312
	Iteration 51Q: 3 clusters Score -898556.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -898560.875000 Penalty: 3138.570312
	Iteration 52Q: 3 clusters Score -898560.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -898567.562500 Penalty: 3138.570312
	Iteration 53Q: 3 clusters Score -898567.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -898571.437500 Penalty: 3138.570312
	Iteration 54Q: 3 clusters Score -898571.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -898576.687500 Penalty: 3138.570312
	Iteration 55Q: 3 clusters Score -898576.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -898580.500000 Penalty: 3138.570312
	Iteration 56Q: 3 clusters Score -898580.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -898587.125000 Penalty: 3138.570312
	Iteration 57Q: 3 clusters Score -898587.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -898592.562500 Penalty: 3138.570312
	Iteration 58Q: 3 clusters Score -898592.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -898599.062500 Penalty: 3138.570312
	Iteration 59Q: 3 clusters Score -898599.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -898605.125000 Penalty: 3138.570312
	Iteration 60F: 3 clusters Score -898605.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -898614.375000 Penalty: 3138.570312
	Iteration 61Q: 3 clusters Score -898614.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -898622.562500 Penalty: 3138.570312
	Iteration 62Q: 3 clusters Score -898622.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -898627.062500 Penalty: 3138.570312
	Iteration 63Q: 3 clusters Score -898627.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -898633.750000 Penalty: 3138.570312
	Iteration 64Q: 3 clusters Score -898633.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -898637.000000 Penalty: 3138.570312
	Iteration 65Q: 3 clusters Score -898637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -898643.437500 Penalty: 3138.570312
	Iteration 66Q: 3 clusters Score -898643.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -898645.250000 Penalty: 3138.570312
	Iteration 67Q: 3 clusters Score -898645.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -898648.437500 Penalty: 3138.570312
	Iteration 68Q: 3 clusters Score -898648.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -898652.687500 Penalty: 3138.570312
	Iteration 69Q: 3 clusters Score -898652.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -898655.500000 Penalty: 3138.570312
	Iteration 70Q: 3 clusters Score -898655.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -898657.937500 Penalty: 3138.570312
	Iteration 71Q: 3 clusters Score -898657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -898658.250000 Penalty: 3138.570312
	Iteration 72Q: 3 clusters Score -898658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -898658.875000 Penalty: 3138.570312
	Iteration 73Q: 3 clusters Score -898658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -898660.062500 Penalty: 3138.570312
	Iteration 74Q: 3 clusters Score -898660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -898660.937500 Penalty: 3138.570312
	Iteration 75Q: 3 clusters Score -898660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -898660.937500 Penalty: 3138.570312
	Iteration 76Q: 3 clusters Score -898660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -898665.250000 Penalty: 3138.570312
	Iteration 77Q: 3 clusters Score -898665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -898664.187500 Penalty: 3138.570312
	Iteration 78Q: 3 clusters Score -898664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -898664.125000 Penalty: 3138.570312
	Iteration 79Q: 3 clusters Score -898664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -898665.937500 Penalty: 3138.570312
	Iteration 80F: 3 clusters Score -898665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -898666.500000 Penalty: 3138.570312
	Iteration 81Q: 3 clusters Score -898666.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -898666.750000 Penalty: 3138.570312
	Iteration 82Q: 3 clusters Score -898666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -898667.812500 Penalty: 3138.570312
	Iteration 83Q: 3 clusters Score -898667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -898668.062500 Penalty: 3138.570312
	Iteration 84Q: 3 clusters Score -898668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -898668.937500 Penalty: 3138.570312
	Iteration 85Q: 3 clusters Score -898668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -898668.937500 Penalty: 3138.570312
	Iteration 86F: 3 clusters Score -898668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Entering Unmasked Estep 
Score: -793037.125000 Penalty: 1548.251587
	Iteration 0F: 2 clusters Score -793037.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -783487.500000 Penalty: 3096.503174
	Iteration 0F: 3 clusters Score -783487.5 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -786812.125000 Penalty: 3096.503174
	Iteration 1F: 3 clusters Score -786812.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -787016.562500 Penalty: 3096.503174
	Iteration 2F: 3 clusters Score -787016.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -787171.625000 Penalty: 3096.503174
	Iteration 3Q: 3 clusters Score -787171.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -787302.125000 Penalty: 3096.503174
	Iteration 4Q: 3 clusters Score -787302.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -787419.062500 Penalty: 3096.503174
	Iteration 5Q: 3 clusters Score -787419.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -787537.000000 Penalty: 3096.503174
	Iteration 6Q: 3 clusters Score -787537 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -787665.562500 Penalty: 3096.503174
	Iteration 7Q: 3 clusters Score -787665.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -787815.187500 Penalty: 3096.503174
	Iteration 8Q: 3 clusters Score -787815.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -787999.437500 Penalty: 3096.503174
	Iteration 9Q: 3 clusters Score -787999.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -788227.562500 Penalty: 3096.503174
	Iteration 10Q: 3 clusters Score -788227.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -788557.750000 Penalty: 3096.503174
	Iteration 11Q: 3 clusters Score -788557.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -788960.750000 Penalty: 3096.503174
	Iteration 12Q: 3 clusters Score -788960.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -789487.187500 Penalty: 3096.503174
	Iteration 13F: 3 clusters Score -789487.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -790083.625000 Penalty: 3096.503174
	Iteration 14F: 3 clusters Score -790083.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -790578.250000 Penalty: 3096.503174
	Iteration 15Q: 3 clusters Score -790578.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -790982.187500 Penalty: 3096.503174
	Iteration 16Q: 3 clusters Score -790982.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -791247.562500 Penalty: 3096.503174
	Iteration 17Q: 3 clusters Score -791247.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -791427.250000 Penalty: 3096.503174
	Iteration 18Q: 3 clusters Score -791427.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -791527.500000 Penalty: 3096.503174
	Iteration 19Q: 3 clusters Score -791527.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -791589.375000 Penalty: 3096.503174
	Iteration 20F: 3 clusters Score -791589.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -791625.687500 Penalty: 3096.503174
	Iteration 21Q: 3 clusters Score -791625.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -791650.937500 Penalty: 3096.503174
	Iteration 22Q: 3 clusters Score -791650.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -791673.812500 Penalty: 3096.503174
	Iteration 23Q: 3 clusters Score -791673.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -791687.125000 Penalty: 3096.503174
	Iteration 24Q: 3 clusters Score -791687.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -791694.437500 Penalty: 3096.503174
	Iteration 25Q: 3 clusters Score -791694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -791698.562500 Penalty: 3096.503174
	Iteration 26Q: 3 clusters Score -791698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -791703.000000 Penalty: 3096.503174
	Iteration 27Q: 3 clusters Score -791703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -791705.937500 Penalty: 3096.503174
	Iteration 28Q: 3 clusters Score -791705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -791711.500000 Penalty: 3096.503174
	Iteration 29Q: 3 clusters Score -791711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -791720.000000 Penalty: 3096.503174
	Iteration 30Q: 3 clusters Score -791720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -791720.875000 Penalty: 3096.503174
	Iteration 31Q: 3 clusters Score -791720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -791722.312500 Penalty: 3096.503174
	Iteration 32Q: 3 clusters Score -791722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -791723.125000 Penalty: 3096.503174
	Iteration 33Q: 3 clusters Score -791723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -791723.625000 Penalty: 3096.503174
	Iteration 34Q: 3 clusters Score -791723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -791723.750000 Penalty: 3096.503174
	Iteration 35Q: 3 clusters Score -791723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -791723.750000 Penalty: 3096.503174
	Iteration 36F: 3 clusters Score -791723.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Entering Unmasked Estep 
Score: -238158.953125 Penalty: 1361.264282
	Iteration 0F: 2 clusters Score -238159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -234606.890625 Penalty: 2722.528564
	Iteration 0F: 3 clusters Score -234606.9 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -235528.671875 Penalty: 2722.528564
	Iteration 1F: 3 clusters Score -235528.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -235750.937500 Penalty: 2722.528564
	Iteration 2F: 3 clusters Score -235750.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -235935.250000 Penalty: 2722.528564
	Iteration 3F: 3 clusters Score -235935.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -236067.390625 Penalty: 2722.528564
	Iteration 4Q: 3 clusters Score -236067.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -236169.546875 Penalty: 2722.528564
	Iteration 5Q: 3 clusters Score -236169.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -236265.140625 Penalty: 2722.528564
	Iteration 6Q: 3 clusters Score -236265.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -236352.171875 Penalty: 2722.528564
	Iteration 7Q: 3 clusters Score -236352.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -236433.984375 Penalty: 2722.528564
	Iteration 8Q: 3 clusters Score -236434 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -236514.312500 Penalty: 2722.528564
	Iteration 9Q: 3 clusters Score -236514.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -236573.687500 Penalty: 2722.528564
	Iteration 10Q: 3 clusters Score -236573.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -236613.687500 Penalty: 2722.528564
	Iteration 11Q: 3 clusters Score -236613.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -236656.921875 Penalty: 2722.528564
	Iteration 12Q: 3 clusters Score -236656.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -236689.187500 Penalty: 2722.528564
	Iteration 13Q: 3 clusters Score -236689.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -236717.828125 Penalty: 2722.528564
	Iteration 14Q: 3 clusters Score -236717.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -236746.953125 Penalty: 2722.528564
	Iteration 15Q: 3 clusters Score -236747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -236769.859375 Penalty: 2722.528564
	Iteration 16Q: 3 clusters Score -236769.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -236792.859375 Penalty: 2722.528564
	Iteration 17Q: 3 clusters Score -236792.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -236810.984375 Penalty: 2722.528564
	Iteration 18Q: 3 clusters Score -236811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -236827.750000 Penalty: 2722.528564
	Iteration 19Q: 3 clusters Score -236827.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -236841.312500 Penalty: 2722.528564
	Iteration 20F: 3 clusters Score -236841.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -236850.437500 Penalty: 2722.528564
	Iteration 21Q: 3 clusters Score -236850.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -236857.796875 Penalty: 2722.528564
	Iteration 22Q: 3 clusters Score -236857.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -236864.687500 Penalty: 2722.528564
	Iteration 23Q: 3 clusters Score -236864.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -236871.640625 Penalty: 2722.528564
	Iteration 24Q: 3 clusters Score -236871.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -236879.296875 Penalty: 2722.528564
	Iteration 25Q: 3 clusters Score -236879.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -236883.750000 Penalty: 2722.528564
	Iteration 26Q: 3 clusters Score -236883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -236885.468750 Penalty: 2722.528564
	Iteration 27Q: 3 clusters Score -236885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -236887.312500 Penalty: 2722.528564
	Iteration 28Q: 3 clusters Score -236887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -236888.343750 Penalty: 2722.528564
	Iteration 29Q: 3 clusters Score -236888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -236889.687500 Penalty: 2722.528564
	Iteration 30Q: 3 clusters Score -236889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -236890.046875 Penalty: 2722.528564
	Iteration 31Q: 3 clusters Score -236890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -236892.437500 Penalty: 2722.528564
	Iteration 32Q: 3 clusters Score -236892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -236893.328125 Penalty: 2722.528564
	Iteration 33Q: 3 clusters Score -236893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -236894.125000 Penalty: 2722.528564
	Iteration 34Q: 3 clusters Score -236894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -236896.781250 Penalty: 2722.528564
	Iteration 35Q: 3 clusters Score -236896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -236898.359375 Penalty: 2722.528564
	Iteration 36Q: 3 clusters Score -236898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -236902.406250 Penalty: 2722.528564
	Iteration 37Q: 3 clusters Score -236902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -236904.750000 Penalty: 2722.528564
	Iteration 38Q: 3 clusters Score -236904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -236906.687500 Penalty: 2722.528564
	Iteration 39Q: 3 clusters Score -236906.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -236910.687500 Penalty: 2722.528564
	Iteration 40F: 3 clusters Score -236910.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -236916.312500 Penalty: 2722.528564
	Iteration 41Q: 3 clusters Score -236916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -236921.765625 Penalty: 2722.528564
	Iteration 42Q: 3 clusters Score -236921.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -236928.171875 Penalty: 2722.528564
	Iteration 43Q: 3 clusters Score -236928.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -236935.359375 Penalty: 2722.528564
	Iteration 44Q: 3 clusters Score -236935.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -236942.203125 Penalty: 2722.528564
	Iteration 45Q: 3 clusters Score -236942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -236947.453125 Penalty: 2722.528564
	Iteration 46Q: 3 clusters Score -236947.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -236953.937500 Penalty: 2722.528564
	Iteration 47Q: 3 clusters Score -236953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -236958.703125 Penalty: 2722.528564
	Iteration 48Q: 3 clusters Score -236958.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -236964.421875 Penalty: 2722.528564
	Iteration 49Q: 3 clusters Score -236964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -236965.406250 Penalty: 2722.528564
	Iteration 50Q: 3 clusters Score -236965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -236965.406250 Penalty: 2722.528564
	Iteration 51F: 3 clusters Score -236965.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Entering Unmasked Estep 
Score: -1022679.062500 Penalty: 1589.427734
	Iteration 0F: 2 clusters Score -1022679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1010608.250000 Penalty: 3178.855469
	Iteration 0F: 3 clusters Score -1010608 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1014833.250000 Penalty: 3178.855469
	Iteration 1F: 3 clusters Score -1014833 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1015171.687500 Penalty: 3178.855469
	Iteration 2F: 3 clusters Score -1015172 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1015477.312500 Penalty: 3178.855469
	Iteration 3Q: 3 clusters Score -1015477 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1015814.937500 Penalty: 3178.855469
	Iteration 4Q: 3 clusters Score -1015815 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1016254.500000 Penalty: 3178.855469
	Iteration 5Q: 3 clusters Score -1016254 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1016793.625000 Penalty: 3178.855469
	Iteration 6F: 3 clusters Score -1016794 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1017470.000000 Penalty: 3178.855469
	Iteration 7F: 3 clusters Score -1017470 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1018280.687500 Penalty: 3178.855469
	Iteration 8F: 3 clusters Score -1018281 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1019011.937500 Penalty: 3178.855469
	Iteration 9F: 3 clusters Score -1019012 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1019569.875000 Penalty: 3178.855469
	Iteration 10Q: 3 clusters Score -1019570 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1019931.062500 Penalty: 3178.855469
	Iteration 11Q: 3 clusters Score -1019931 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1020211.500000 Penalty: 3178.855469
	Iteration 12Q: 3 clusters Score -1020212 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1020439.187500 Penalty: 3178.855469
	Iteration 13Q: 3 clusters Score -1020439 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1020615.687500 Penalty: 3178.855469
	Iteration 14Q: 3 clusters Score -1020616 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1020769.375000 Penalty: 3178.855469
	Iteration 15Q: 3 clusters Score -1020769 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1020879.375000 Penalty: 3178.855469
	Iteration 16Q: 3 clusters Score -1020879 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1020954.812500 Penalty: 3178.855469
	Iteration 17Q: 3 clusters Score -1020955 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1021003.750000 Penalty: 3178.855469
	Iteration 18Q: 3 clusters Score -1021004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1021051.125000 Penalty: 3178.855469
	Iteration 19Q: 3 clusters Score -1021051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1021093.000000 Penalty: 3178.855469
	Iteration 20F: 3 clusters Score -1021093 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1021131.500000 Penalty: 3178.855469
	Iteration 21Q: 3 clusters Score -1021132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1021158.562500 Penalty: 3178.855469
	Iteration 22Q: 3 clusters Score -1021159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1021180.312500 Penalty: 3178.855469
	Iteration 23Q: 3 clusters Score -1021180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1021202.812500 Penalty: 3178.855469
	Iteration 24Q: 3 clusters Score -1021203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1021226.500000 Penalty: 3178.855469
	Iteration 25Q: 3 clusters Score -1021226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1021245.062500 Penalty: 3178.855469
	Iteration 26Q: 3 clusters Score -1021245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1021267.312500 Penalty: 3178.855469
	Iteration 27Q: 3 clusters Score -1021267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1021285.125000 Penalty: 3178.855469
	Iteration 28Q: 3 clusters Score -1021285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1021306.750000 Penalty: 3178.855469
	Iteration 29Q: 3 clusters Score -1021307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1021314.312500 Penalty: 3178.855469
	Iteration 30Q: 3 clusters Score -1021314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1021321.937500 Penalty: 3178.855469
	Iteration 31Q: 3 clusters Score -1021322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1021331.687500 Penalty: 3178.855469
	Iteration 32Q: 3 clusters Score -1021332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1021337.625000 Penalty: 3178.855469
	Iteration 33Q: 3 clusters Score -1021338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1021345.437500 Penalty: 3178.855469
	Iteration 34Q: 3 clusters Score -1021345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1021352.437500 Penalty: 3178.855469
	Iteration 35Q: 3 clusters Score -1021352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1021356.562500 Penalty: 3178.855469
	Iteration 36Q: 3 clusters Score -1021357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1021365.500000 Penalty: 3178.855469
	Iteration 37Q: 3 clusters Score -1021366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1021370.062500 Penalty: 3178.855469
	Iteration 38Q: 3 clusters Score -1021370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1021372.875000 Penalty: 3178.855469
	Iteration 39Q: 3 clusters Score -1021373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1021375.937500 Penalty: 3178.855469
	Iteration 40F: 3 clusters Score -1021376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1021378.375000 Penalty: 3178.855469
	Iteration 41Q: 3 clusters Score -1021378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1021379.312500 Penalty: 3178.855469
	Iteration 42Q: 3 clusters Score -1021379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1021380.000000 Penalty: 3178.855469
	Iteration 43Q: 3 clusters Score -1021380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1021379.750000 Penalty: 3178.855469
	Iteration 44Q: 3 clusters Score -1021380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1021380.687500 Penalty: 3178.855469
	Iteration 45Q: 3 clusters Score -1021381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1021380.437500 Penalty: 3178.855469
	Iteration 46Q: 3 clusters Score -1021380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1021383.875000 Penalty: 3178.855469
	Iteration 47Q: 3 clusters Score -1021384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1021383.437500 Penalty: 3178.855469
	Iteration 48Q: 3 clusters Score -1021383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1021384.125000 Penalty: 3178.855469
	Iteration 49Q: 3 clusters Score -1021384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1021384.375000 Penalty: 3178.855469
	Iteration 50Q: 3 clusters Score -1021384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1021384.375000 Penalty: 3178.855469
	Iteration 51F: 3 clusters Score -1021384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Entering Unmasked Estep 
Score: -5386383.500000 Penalty: 1857.613281
	Iteration 0F: 2 clusters Score -5386384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -5324428.500000 Penalty: 3715.226562
	Iteration 0F: 3 clusters Score -5324428 nChanged 44251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -5350411.000000 Penalty: 3715.226562
	Iteration 1F: 3 clusters Score -5350411 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -5351272.500000 Penalty: 3715.226562
	Iteration 2Q: 3 clusters Score -5351272 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -5352492.000000 Penalty: 3715.226562
	Iteration 3Q: 3 clusters Score -5352492 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -5354537.500000 Penalty: 3715.226562
	Iteration 4F: 3 clusters Score -5354538 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -5357981.000000 Penalty: 3715.226562
	Iteration 5F: 3 clusters Score -5357981 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -5363344.500000 Penalty: 3715.226562
	Iteration 6F: 3 clusters Score -5363344 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -5369737.000000 Penalty: 3715.226562
	Iteration 7F: 3 clusters Score -5369737 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
Score: -5375161.000000 Penalty: 3715.226562
	Iteration 8F: 3 clusters Score -5375161 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 84978 members 
Entering Unmasked Estep 
Score: -5379039.500000 Penalty: 3715.226562
	Iteration 9Q: 3 clusters Score -5379040 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -5381578.500000 Penalty: 3715.226562
	Iteration 10Q: 3 clusters Score -5381578 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -5383100.500000 Penalty: 3715.226562
	Iteration 11Q: 3 clusters Score -5383100 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -5383901.500000 Penalty: 3715.226562
	Iteration 12Q: 3 clusters Score -5383902 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
Score: -5384358.000000 Penalty: 3715.226562
	Iteration 13Q: 3 clusters Score -5384358 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -5384549.000000 Penalty: 3715.226562
	Iteration 14Q: 3 clusters Score -5384549 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -5384623.000000 Penalty: 3715.226562
	Iteration 15Q: 3 clusters Score -5384623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -5384674.500000 Penalty: 3715.226562
	Iteration 16Q: 3 clusters Score -5384674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -5384723.000000 Penalty: 3715.226562
	Iteration 17Q: 3 clusters Score -5384723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -5384721.000000 Penalty: 3715.226562
	Iteration 18Q: 3 clusters Score -5384721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -5384726.500000 Penalty: 3715.226562
	Iteration 19Q: 3 clusters Score -5384726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -5384741.000000 Penalty: 3715.226562
	Iteration 20F: 3 clusters Score -5384741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -5384742.500000 Penalty: 3715.226562
	Iteration 21Q: 3 clusters Score -5384742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -5384762.500000 Penalty: 3715.226562
	Iteration 22Q: 3 clusters Score -5384762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 91706 members 
Entering Unmasked Estep 
Score: -5384765.000000 Penalty: 3715.226562
	Iteration 23Q: 3 clusters Score -5384765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 91708 members 
Entering Unmasked Estep 
Score: -5384777.000000 Penalty: 3715.226562
	Iteration 24Q: 3 clusters Score -5384777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -5384784.000000 Penalty: 3715.226562
	Iteration 25Q: 3 clusters Score -5384784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -5384781.000000 Penalty: 3715.226562
	Iteration 26Q: 3 clusters Score -5384781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 91720 members 
Entering Unmasked Estep 
Score: -5384779.000000 Penalty: 3715.226562
	Iteration 27Q: 3 clusters Score -5384779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -5384779.000000 Penalty: 3715.226562
	Iteration 28Q: 3 clusters Score -5384779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -5384783.000000 Penalty: 3715.226562
	Iteration 29Q: 3 clusters Score -5384783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -5384788.500000 Penalty: 3715.226562
	Iteration 30Q: 3 clusters Score -5384788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -5384793.500000 Penalty: 3715.226562
	Iteration 31Q: 3 clusters Score -5384794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -5384797.000000 Penalty: 3715.226562
	Iteration 32Q: 3 clusters Score -5384797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -5384795.500000 Penalty: 3715.226562
	Iteration 33Q: 3 clusters Score -5384796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -5384795.500000 Penalty: 3715.226562
	Iteration 34F: 3 clusters Score -5384796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Entering Unmasked Estep 
Score: -547415.812500 Penalty: 1500.025757
	Iteration 0F: 2 clusters Score -547415.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -540137.875000 Penalty: 3000.051514
	Iteration 0F: 3 clusters Score -540137.9 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -542542.937500 Penalty: 3000.051514
	Iteration 1F: 3 clusters Score -542542.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -542822.000000 Penalty: 3000.051514
	Iteration 2F: 3 clusters Score -542822 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -543079.375000 Penalty: 3000.051514
	Iteration 3F: 3 clusters Score -543079.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -543337.562500 Penalty: 3000.051514
	Iteration 4Q: 3 clusters Score -543337.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -543591.125000 Penalty: 3000.051514
	Iteration 5Q: 3 clusters Score -543591.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -543876.750000 Penalty: 3000.051514
	Iteration 6Q: 3 clusters Score -543876.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -544200.437500 Penalty: 3000.051514
	Iteration 7Q: 3 clusters Score -544200.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -544490.625000 Penalty: 3000.051514
	Iteration 8Q: 3 clusters Score -544490.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -544745.562500 Penalty: 3000.051514
	Iteration 9Q: 3 clusters Score -544745.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -544935.437500 Penalty: 3000.051514
	Iteration 10Q: 3 clusters Score -544935.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -545061.000000 Penalty: 3000.051514
	Iteration 11Q: 3 clusters Score -545061 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -545137.125000 Penalty: 3000.051514
	Iteration 12Q: 3 clusters Score -545137.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -545189.937500 Penalty: 3000.051514
	Iteration 13Q: 3 clusters Score -545189.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -545232.437500 Penalty: 3000.051514
	Iteration 14Q: 3 clusters Score -545232.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -545264.812500 Penalty: 3000.051514
	Iteration 15Q: 3 clusters Score -545264.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -545290.000000 Penalty: 3000.051514
	Iteration 16Q: 3 clusters Score -545290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -545313.062500 Penalty: 3000.051514
	Iteration 17Q: 3 clusters Score -545313.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -545339.000000 Penalty: 3000.051514
	Iteration 18Q: 3 clusters Score -545339 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -545368.500000 Penalty: 3000.051514
	Iteration 19Q: 3 clusters Score -545368.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -545413.187500 Penalty: 3000.051514
	Iteration 20F: 3 clusters Score -545413.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -545443.125000 Penalty: 3000.051514
	Iteration 21Q: 3 clusters Score -545443.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -545470.187500 Penalty: 3000.051514
	Iteration 22Q: 3 clusters Score -545470.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -545495.187500 Penalty: 3000.051514
	Iteration 23Q: 3 clusters Score -545495.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -545525.625000 Penalty: 3000.051514
	Iteration 24Q: 3 clusters Score -545525.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -545546.250000 Penalty: 3000.051514
	Iteration 25Q: 3 clusters Score -545546.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -545559.562500 Penalty: 3000.051514
	Iteration 26Q: 3 clusters Score -545559.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -545566.187500 Penalty: 3000.051514
	Iteration 27Q: 3 clusters Score -545566.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -545572.750000 Penalty: 3000.051514
	Iteration 28Q: 3 clusters Score -545572.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -545579.125000 Penalty: 3000.051514
	Iteration 29Q: 3 clusters Score -545579.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -545586.250000 Penalty: 3000.051514
	Iteration 30Q: 3 clusters Score -545586.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -545589.375000 Penalty: 3000.051514
	Iteration 31Q: 3 clusters Score -545589.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -545591.562500 Penalty: 3000.051514
	Iteration 32Q: 3 clusters Score -545591.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -545590.437500 Penalty: 3000.051514
	Iteration 33Q: 3 clusters Score -545590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -545591.687500 Penalty: 3000.051514
	Iteration 34Q: 3 clusters Score -545591.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -545591.500000 Penalty: 3000.051514
	Iteration 35Q: 3 clusters Score -545591.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -545591.375000 Penalty: 3000.051514
	Iteration 36Q: 3 clusters Score -545591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -545591.375000 Penalty: 3000.051514
	Iteration 37F: 3 clusters Score -545591.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Entering Unmasked Estep 
Score: -103625.843750 Penalty: 1230.448120
	Iteration 0F: 2 clusters Score -103625.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -101533.445312 Penalty: 2460.896240
	Iteration 0F: 3 clusters Score -101533.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -102087.578125 Penalty: 2460.896240
	Iteration 1F: 3 clusters Score -102087.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -102229.812500 Penalty: 2460.896240
	Iteration 2F: 3 clusters Score -102229.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -102341.187500 Penalty: 2460.896240
	Iteration 3F: 3 clusters Score -102341.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -102429.453125 Penalty: 2460.896240
	Iteration 4Q: 3 clusters Score -102429.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -102521.765625 Penalty: 2460.896240
	Iteration 5Q: 3 clusters Score -102521.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -102622.562500 Penalty: 2460.896240
	Iteration 6Q: 3 clusters Score -102622.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -102735.460938 Penalty: 2460.896240
	Iteration 7Q: 3 clusters Score -102735.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -102836.953125 Penalty: 2460.896240
	Iteration 8Q: 3 clusters Score -102837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -102897.578125 Penalty: 2460.896240
	Iteration 9Q: 3 clusters Score -102897.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -102952.273438 Penalty: 2460.896240
	Iteration 10Q: 3 clusters Score -102952.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -102995.617188 Penalty: 2460.896240
	Iteration 11Q: 3 clusters Score -102995.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -103015.562500 Penalty: 2460.896240
	Iteration 12Q: 3 clusters Score -103015.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -103034.507812 Penalty: 2460.896240
	Iteration 13Q: 3 clusters Score -103034.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -103052.468750 Penalty: 2460.896240
	Iteration 14Q: 3 clusters Score -103052.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -103066.460938 Penalty: 2460.896240
	Iteration 15Q: 3 clusters Score -103066.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -103072.437500 Penalty: 2460.896240
	Iteration 16Q: 3 clusters Score -103072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -103077.148438 Penalty: 2460.896240
	Iteration 17Q: 3 clusters Score -103077.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -103080.734375 Penalty: 2460.896240
	Iteration 18Q: 3 clusters Score -103080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -103086.085938 Penalty: 2460.896240
	Iteration 19Q: 3 clusters Score -103086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -103090.343750 Penalty: 2460.896240
	Iteration 20F: 3 clusters Score -103090.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -103093.085938 Penalty: 2460.896240
	Iteration 21Q: 3 clusters Score -103093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -103096.101562 Penalty: 2460.896240
	Iteration 22Q: 3 clusters Score -103096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -103098.695312 Penalty: 2460.896240
	Iteration 23Q: 3 clusters Score -103098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -103100.843750 Penalty: 2460.896240
	Iteration 24Q: 3 clusters Score -103100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -103102.140625 Penalty: 2460.896240
	Iteration 25Q: 3 clusters Score -103102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -103103.890625 Penalty: 2460.896240
	Iteration 26Q: 3 clusters Score -103103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -103104.304688 Penalty: 2460.896240
	Iteration 27Q: 3 clusters Score -103104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -103104.757812 Penalty: 2460.896240
	Iteration 28Q: 3 clusters Score -103104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -103104.757812 Penalty: 2460.896240
	Iteration 29F: 3 clusters Score -103104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Entering Unmasked Estep 
Score: -542720.437500 Penalty: 1494.009644
	Iteration 0F: 2 clusters Score -542720.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -535643.937500 Penalty: 2988.019287
	Iteration 0F: 3 clusters Score -535643.9 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -537884.687500 Penalty: 2988.019287
	Iteration 1F: 3 clusters Score -537884.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -538244.812500 Penalty: 2988.019287
	Iteration 2F: 3 clusters Score -538244.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -538572.000000 Penalty: 2988.019287
	Iteration 3F: 3 clusters Score -538572 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -538876.125000 Penalty: 2988.019287
	Iteration 4F: 3 clusters Score -538876.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -539182.187500 Penalty: 2988.019287
	Iteration 5F: 3 clusters Score -539182.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -539513.875000 Penalty: 2988.019287
	Iteration 6F: 3 clusters Score -539513.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -539838.687500 Penalty: 2988.019287
	Iteration 7F: 3 clusters Score -539838.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -540113.937500 Penalty: 2988.019287
	Iteration 8Q: 3 clusters Score -540113.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -540381.875000 Penalty: 2988.019287
	Iteration 9Q: 3 clusters Score -540381.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -540621.250000 Penalty: 2988.019287
	Iteration 10Q: 3 clusters Score -540621.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -540798.625000 Penalty: 2988.019287
	Iteration 11Q: 3 clusters Score -540798.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -540925.625000 Penalty: 2988.019287
	Iteration 12Q: 3 clusters Score -540925.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -541013.625000 Penalty: 2988.019287
	Iteration 13Q: 3 clusters Score -541013.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -541095.500000 Penalty: 2988.019287
	Iteration 14Q: 3 clusters Score -541095.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -541179.437500 Penalty: 2988.019287
	Iteration 15Q: 3 clusters Score -541179.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -541244.562500 Penalty: 2988.019287
	Iteration 16Q: 3 clusters Score -541244.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -541315.625000 Penalty: 2988.019287
	Iteration 17Q: 3 clusters Score -541315.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -541383.250000 Penalty: 2988.019287
	Iteration 18Q: 3 clusters Score -541383.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -541437.375000 Penalty: 2988.019287
	Iteration 19Q: 3 clusters Score -541437.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -541478.812500 Penalty: 2988.019287
	Iteration 20F: 3 clusters Score -541478.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -541511.937500 Penalty: 2988.019287
	Iteration 21Q: 3 clusters Score -541511.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -541547.562500 Penalty: 2988.019287
	Iteration 22Q: 3 clusters Score -541547.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -541573.312500 Penalty: 2988.019287
	Iteration 23Q: 3 clusters Score -541573.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -541596.937500 Penalty: 2988.019287
	Iteration 24Q: 3 clusters Score -541596.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -541619.312500 Penalty: 2988.019287
	Iteration 25Q: 3 clusters Score -541619.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -541638.250000 Penalty: 2988.019287
	Iteration 26Q: 3 clusters Score -541638.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -541656.187500 Penalty: 2988.019287
	Iteration 27Q: 3 clusters Score -541656.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -541679.437500 Penalty: 2988.019287
	Iteration 28Q: 3 clusters Score -541679.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -541697.937500 Penalty: 2988.019287
	Iteration 29Q: 3 clusters Score -541697.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -541712.625000 Penalty: 2988.019287
	Iteration 30Q: 3 clusters Score -541712.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -541727.500000 Penalty: 2988.019287
	Iteration 31Q: 3 clusters Score -541727.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -541741.625000 Penalty: 2988.019287
	Iteration 32Q: 3 clusters Score -541741.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -541760.625000 Penalty: 2988.019287
	Iteration 33Q: 3 clusters Score -541760.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -541783.187500 Penalty: 2988.019287
	Iteration 34Q: 3 clusters Score -541783.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -541804.937500 Penalty: 2988.019287
	Iteration 35Q: 3 clusters Score -541804.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -541828.187500 Penalty: 2988.019287
	Iteration 36Q: 3 clusters Score -541828.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -541848.187500 Penalty: 2988.019287
	Iteration 37Q: 3 clusters Score -541848.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -541858.500000 Penalty: 2988.019287
	Iteration 38Q: 3 clusters Score -541858.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -541870.250000 Penalty: 2988.019287
	Iteration 39Q: 3 clusters Score -541870.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -541878.812500 Penalty: 2988.019287
	Iteration 40F: 3 clusters Score -541878.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -541886.625000 Penalty: 2988.019287
	Iteration 41Q: 3 clusters Score -541886.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -541895.437500 Penalty: 2988.019287
	Iteration 42Q: 3 clusters Score -541895.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -541900.625000 Penalty: 2988.019287
	Iteration 43Q: 3 clusters Score -541900.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -541906.875000 Penalty: 2988.019287
	Iteration 44Q: 3 clusters Score -541906.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -541910.812500 Penalty: 2988.019287
	Iteration 45Q: 3 clusters Score -541910.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -541916.625000 Penalty: 2988.019287
	Iteration 46Q: 3 clusters Score -541916.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -541921.187500 Penalty: 2988.019287
	Iteration 47Q: 3 clusters Score -541921.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -541930.562500 Penalty: 2988.019287
	Iteration 48Q: 3 clusters Score -541930.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -541937.812500 Penalty: 2988.019287
	Iteration 49Q: 3 clusters Score -541937.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -541946.000000 Penalty: 2988.019287
	Iteration 50Q: 3 clusters Score -541946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -541950.687500 Penalty: 2988.019287
	Iteration 51Q: 3 clusters Score -541950.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -541953.375000 Penalty: 2988.019287
	Iteration 52Q: 3 clusters Score -541953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -541953.187500 Penalty: 2988.019287
	Iteration 53Q: 3 clusters Score -541953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -541953.625000 Penalty: 2988.019287
	Iteration 54Q: 3 clusters Score -541953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -541953.812500 Penalty: 2988.019287
	Iteration 55Q: 3 clusters Score -541953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -541953.875000 Penalty: 2988.019287
	Iteration 56Q: 3 clusters Score -541953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -541954.312500 Penalty: 2988.019287
	Iteration 57Q: 3 clusters Score -541954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -541956.687500 Penalty: 2988.019287
	Iteration 58Q: 3 clusters Score -541956.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -541957.187500 Penalty: 2988.019287
	Iteration 59Q: 3 clusters Score -541957.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -541958.875000 Penalty: 2988.019287
	Iteration 60F: 3 clusters Score -541958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -541959.187500 Penalty: 2988.019287
	Iteration 61Q: 3 clusters Score -541959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -541960.062500 Penalty: 2988.019287
	Iteration 62Q: 3 clusters Score -541960.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -541961.500000 Penalty: 2988.019287
	Iteration 63Q: 3 clusters Score -541961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -541961.312500 Penalty: 2988.019287
	Iteration 64Q: 3 clusters Score -541961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -541962.250000 Penalty: 2988.019287
	Iteration 65Q: 3 clusters Score -541962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -541962.312500 Penalty: 2988.019287
	Iteration 66Q: 3 clusters Score -541962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -541963.812500 Penalty: 2988.019287
	Iteration 67Q: 3 clusters Score -541963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -541964.125000 Penalty: 2988.019287
	Iteration 68Q: 3 clusters Score -541964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -541964.000000 Penalty: 2988.019287
	Iteration 69Q: 3 clusters Score -541964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -541964.312500 Penalty: 2988.019287
	Iteration 70Q: 3 clusters Score -541964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -541964.812500 Penalty: 2988.019287
	Iteration 71Q: 3 clusters Score -541964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -541964.875000 Penalty: 2988.019287
	Iteration 72Q: 3 clusters Score -541964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -541964.875000 Penalty: 2988.019287
	Iteration 73F: 3 clusters Score -541964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Entering Unmasked Estep 
Score: -608893.125000 Penalty: 1514.674927
	Iteration 0F: 2 clusters Score -608893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -600830.812500 Penalty: 3029.349854
	Iteration 0F: 3 clusters Score -600830.8 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -603697.625000 Penalty: 3029.349854
	Iteration 1F: 3 clusters Score -603697.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -604081.562500 Penalty: 3029.349854
	Iteration 2F: 3 clusters Score -604081.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -604436.500000 Penalty: 3029.349854
	Iteration 3F: 3 clusters Score -604436.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -604802.812500 Penalty: 3029.349854
	Iteration 4F: 3 clusters Score -604802.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -605169.187500 Penalty: 3029.349854
	Iteration 5F: 3 clusters Score -605169.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -605513.937500 Penalty: 3029.349854
	Iteration 6Q: 3 clusters Score -605513.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -605806.250000 Penalty: 3029.349854
	Iteration 7Q: 3 clusters Score -605806.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -606090.437500 Penalty: 3029.349854
	Iteration 8Q: 3 clusters Score -606090.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -606333.187500 Penalty: 3029.349854
	Iteration 9Q: 3 clusters Score -606333.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -606498.687500 Penalty: 3029.349854
	Iteration 10Q: 3 clusters Score -606498.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -606619.000000 Penalty: 3029.349854
	Iteration 11Q: 3 clusters Score -606619 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -606723.062500 Penalty: 3029.349854
	Iteration 12Q: 3 clusters Score -606723.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -606797.375000 Penalty: 3029.349854
	Iteration 13Q: 3 clusters Score -606797.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -606874.750000 Penalty: 3029.349854
	Iteration 14Q: 3 clusters Score -606874.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -606940.562500 Penalty: 3029.349854
	Iteration 15Q: 3 clusters Score -606940.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -606991.625000 Penalty: 3029.349854
	Iteration 16Q: 3 clusters Score -606991.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -607041.437500 Penalty: 3029.349854
	Iteration 17Q: 3 clusters Score -607041.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -607096.000000 Penalty: 3029.349854
	Iteration 18Q: 3 clusters Score -607096 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -607138.000000 Penalty: 3029.349854
	Iteration 19Q: 3 clusters Score -607138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -607187.500000 Penalty: 3029.349854
	Iteration 20F: 3 clusters Score -607187.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -607225.875000 Penalty: 3029.349854
	Iteration 21Q: 3 clusters Score -607225.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -607270.250000 Penalty: 3029.349854
	Iteration 22Q: 3 clusters Score -607270.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -607311.375000 Penalty: 3029.349854
	Iteration 23Q: 3 clusters Score -607311.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -607362.000000 Penalty: 3029.349854
	Iteration 24Q: 3 clusters Score -607362 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -607404.812500 Penalty: 3029.349854
	Iteration 25Q: 3 clusters Score -607404.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -607431.437500 Penalty: 3029.349854
	Iteration 26Q: 3 clusters Score -607431.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -607449.000000 Penalty: 3029.349854
	Iteration 27Q: 3 clusters Score -607449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -607461.687500 Penalty: 3029.349854
	Iteration 28Q: 3 clusters Score -607461.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -607478.125000 Penalty: 3029.349854
	Iteration 29Q: 3 clusters Score -607478.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -607491.562500 Penalty: 3029.349854
	Iteration 30Q: 3 clusters Score -607491.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -607504.062500 Penalty: 3029.349854
	Iteration 31Q: 3 clusters Score -607504.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -607522.187500 Penalty: 3029.349854
	Iteration 32Q: 3 clusters Score -607522.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -607534.562500 Penalty: 3029.349854
	Iteration 33Q: 3 clusters Score -607534.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -607541.500000 Penalty: 3029.349854
	Iteration 34Q: 3 clusters Score -607541.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -607544.625000 Penalty: 3029.349854
	Iteration 35Q: 3 clusters Score -607544.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -607551.250000 Penalty: 3029.349854
	Iteration 36Q: 3 clusters Score -607551.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -607557.500000 Penalty: 3029.349854
	Iteration 37Q: 3 clusters Score -607557.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -607563.500000 Penalty: 3029.349854
	Iteration 38Q: 3 clusters Score -607563.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -607566.687500 Penalty: 3029.349854
	Iteration 39Q: 3 clusters Score -607566.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -607571.562500 Penalty: 3029.349854
	Iteration 40F: 3 clusters Score -607571.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -607574.687500 Penalty: 3029.349854
	Iteration 41Q: 3 clusters Score -607574.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -607578.187500 Penalty: 3029.349854
	Iteration 42Q: 3 clusters Score -607578.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -607582.125000 Penalty: 3029.349854
	Iteration 43Q: 3 clusters Score -607582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -607586.562500 Penalty: 3029.349854
	Iteration 44Q: 3 clusters Score -607586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -607588.062500 Penalty: 3029.349854
	Iteration 45Q: 3 clusters Score -607588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -607591.062500 Penalty: 3029.349854
	Iteration 46Q: 3 clusters Score -607591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -607591.937500 Penalty: 3029.349854
	Iteration 47Q: 3 clusters Score -607591.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -607594.250000 Penalty: 3029.349854
	Iteration 48Q: 3 clusters Score -607594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -607597.562500 Penalty: 3029.349854
	Iteration 49Q: 3 clusters Score -607597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -607598.500000 Penalty: 3029.349854
	Iteration 50Q: 3 clusters Score -607598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -607598.500000 Penalty: 3029.349854
	Iteration 51F: 3 clusters Score -607598.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -178572.562500 Penalty: 1312.282104
	Iteration 0F: 2 clusters Score -178572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -175740.468750 Penalty: 2624.564209
	Iteration 0F: 3 clusters Score -175740.5 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -176669.109375 Penalty: 2624.564209
	Iteration 1F: 3 clusters Score -176669.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -177011.093750 Penalty: 2624.564209
	Iteration 2F: 3 clusters Score -177011.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -177296.093750 Penalty: 2624.564209
	Iteration 3F: 3 clusters Score -177296.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -177501.109375 Penalty: 2624.564209
	Iteration 4F: 3 clusters Score -177501.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -177652.421875 Penalty: 2624.564209
	Iteration 5F: 3 clusters Score -177652.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -177758.453125 Penalty: 2624.564209
	Iteration 6Q: 3 clusters Score -177758.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -177831.890625 Penalty: 2624.564209
	Iteration 7Q: 3 clusters Score -177831.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -177872.640625 Penalty: 2624.564209
	Iteration 8Q: 3 clusters Score -177872.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -177899.843750 Penalty: 2624.564209
	Iteration 9Q: 3 clusters Score -177899.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -177918.921875 Penalty: 2624.564209
	Iteration 10Q: 3 clusters Score -177918.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -177933.515625 Penalty: 2624.564209
	Iteration 11Q: 3 clusters Score -177933.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -177942.593750 Penalty: 2624.564209
	Iteration 12Q: 3 clusters Score -177942.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -177949.171875 Penalty: 2624.564209
	Iteration 13Q: 3 clusters Score -177949.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -177959.421875 Penalty: 2624.564209
	Iteration 14Q: 3 clusters Score -177959.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -177968.734375 Penalty: 2624.564209
	Iteration 15Q: 3 clusters Score -177968.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -177978.843750 Penalty: 2624.564209
	Iteration 16Q: 3 clusters Score -177978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -177984.187500 Penalty: 2624.564209
	Iteration 17Q: 3 clusters Score -177984.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -177989.031250 Penalty: 2624.564209
	Iteration 18Q: 3 clusters Score -177989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -177993.156250 Penalty: 2624.564209
	Iteration 19Q: 3 clusters Score -177993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -177996.093750 Penalty: 2624.564209
	Iteration 20F: 3 clusters Score -177996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177998.968750 Penalty: 2624.564209
	Iteration 21Q: 3 clusters Score -177999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -177999.921875 Penalty: 2624.564209
	Iteration 22Q: 3 clusters Score -177999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -178000.562500 Penalty: 2624.564209
	Iteration 23Q: 3 clusters Score -178000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178001.312500 Penalty: 2624.564209
	Iteration 24Q: 3 clusters Score -178001.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178001.312500 Penalty: 2624.564209
	Iteration 25F: 3 clusters Score -178001.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Entering Unmasked Estep 
Score: -380895.687500 Penalty: 1444.378174
	Iteration 0F: 2 clusters Score -380895.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -375479.031250 Penalty: 2888.756348
	Iteration 0F: 3 clusters Score -375479 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -377371.437500 Penalty: 2888.756348
	Iteration 1F: 3 clusters Score -377371.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -377922.187500 Penalty: 2888.756348
	Iteration 2F: 3 clusters Score -377922.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -378501.937500 Penalty: 2888.756348
	Iteration 3F: 3 clusters Score -378501.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -379098.031250 Penalty: 2888.756348
	Iteration 4F: 3 clusters Score -379098 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -379660.875000 Penalty: 2888.756348
	Iteration 5F: 3 clusters Score -379660.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -380104.875000 Penalty: 2888.756348
	Iteration 6F: 3 clusters Score -380104.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -380317.593750 Penalty: 2888.756348
	Iteration 7F: 3 clusters Score -380317.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -380422.093750 Penalty: 2888.756348
	Iteration 8Q: 3 clusters Score -380422.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -380487.968750 Penalty: 2888.756348
	Iteration 9Q: 3 clusters Score -380488 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -380530.718750 Penalty: 2888.756348
	Iteration 10Q: 3 clusters Score -380530.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -380561.875000 Penalty: 2888.756348
	Iteration 11Q: 3 clusters Score -380561.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -380584.781250 Penalty: 2888.756348
	Iteration 12Q: 3 clusters Score -380584.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -380605.062500 Penalty: 2888.756348
	Iteration 13Q: 3 clusters Score -380605.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -380620.281250 Penalty: 2888.756348
	Iteration 14Q: 3 clusters Score -380620.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -380631.000000 Penalty: 2888.756348
	Iteration 15Q: 3 clusters Score -380631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -380638.843750 Penalty: 2888.756348
	Iteration 16Q: 3 clusters Score -380638.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -380645.093750 Penalty: 2888.756348
	Iteration 17Q: 3 clusters Score -380645.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -380652.718750 Penalty: 2888.756348
	Iteration 18Q: 3 clusters Score -380652.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -380659.312500 Penalty: 2888.756348
	Iteration 19Q: 3 clusters Score -380659.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -380666.187500 Penalty: 2888.756348
	Iteration 20F: 3 clusters Score -380666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -380668.406250 Penalty: 2888.756348
	Iteration 21Q: 3 clusters Score -380668.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -380670.000000 Penalty: 2888.756348
	Iteration 22Q: 3 clusters Score -380670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -380671.562500 Penalty: 2888.756348
	Iteration 23Q: 3 clusters Score -380671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -380672.968750 Penalty: 2888.756348
	Iteration 24Q: 3 clusters Score -380673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -380674.218750 Penalty: 2888.756348
	Iteration 25Q: 3 clusters Score -380674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -380675.468750 Penalty: 2888.756348
	Iteration 26Q: 3 clusters Score -380675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -380675.062500 Penalty: 2888.756348
	Iteration 27Q: 3 clusters Score -380675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -380675.968750 Penalty: 2888.756348
	Iteration 28Q: 3 clusters Score -380676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -380676.375000 Penalty: 2888.756348
	Iteration 29Q: 3 clusters Score -380676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -380676.500000 Penalty: 2888.756348
	Iteration 30Q: 3 clusters Score -380676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -380678.093750 Penalty: 2888.756348
	Iteration 31Q: 3 clusters Score -380678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -380678.343750 Penalty: 2888.756348
	Iteration 32Q: 3 clusters Score -380678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -380680.062500 Penalty: 2888.756348
	Iteration 33Q: 3 clusters Score -380680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -380680.437500 Penalty: 2888.756348
	Iteration 34Q: 3 clusters Score -380680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -380680.656250 Penalty: 2888.756348
	Iteration 35Q: 3 clusters Score -380680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -380681.281250 Penalty: 2888.756348
	Iteration 36Q: 3 clusters Score -380681.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -380681.593750 Penalty: 2888.756348
	Iteration 37Q: 3 clusters Score -380681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -380682.781250 Penalty: 2888.756348
	Iteration 38Q: 3 clusters Score -380682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -380683.906250 Penalty: 2888.756348
	Iteration 39Q: 3 clusters Score -380683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -380685.687500 Penalty: 2888.756348
	Iteration 40F: 3 clusters Score -380685.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -380686.593750 Penalty: 2888.756348
	Iteration 41Q: 3 clusters Score -380686.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -380690.312500 Penalty: 2888.756348
	Iteration 42Q: 3 clusters Score -380690.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -380691.906250 Penalty: 2888.756348
	Iteration 43Q: 3 clusters Score -380691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -380693.281250 Penalty: 2888.756348
	Iteration 44Q: 3 clusters Score -380693.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -380695.906250 Penalty: 2888.756348
	Iteration 45Q: 3 clusters Score -380695.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -380698.812500 Penalty: 2888.756348
	Iteration 46Q: 3 clusters Score -380698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -380699.000000 Penalty: 2888.756348
	Iteration 47Q: 3 clusters Score -380699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -380701.250000 Penalty: 2888.756348
	Iteration 48Q: 3 clusters Score -380701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -380701.500000 Penalty: 2888.756348
	Iteration 49Q: 3 clusters Score -380701.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -380703.281250 Penalty: 2888.756348
	Iteration 50Q: 3 clusters Score -380703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -380703.718750 Penalty: 2888.756348
	Iteration 51Q: 3 clusters Score -380703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -380704.562500 Penalty: 2888.756348
	Iteration 52Q: 3 clusters Score -380704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -380705.500000 Penalty: 2888.756348
	Iteration 53Q: 3 clusters Score -380705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -380705.500000 Penalty: 2888.756348
	Iteration 54F: 3 clusters Score -380705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Entering Unmasked Estep 
Score: -300599.343750 Penalty: 1402.401855
	Iteration 0F: 2 clusters Score -300599.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -296287.125000 Penalty: 2804.803711
	Iteration 0F: 3 clusters Score -296287.1 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -297586.718750 Penalty: 2804.803711
	Iteration 1F: 3 clusters Score -297586.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -297945.250000 Penalty: 2804.803711
	Iteration 2F: 3 clusters Score -297945.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -298260.687500 Penalty: 2804.803711
	Iteration 3F: 3 clusters Score -298260.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -298536.687500 Penalty: 2804.803711
	Iteration 4F: 3 clusters Score -298536.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -298772.250000 Penalty: 2804.803711
	Iteration 5F: 3 clusters Score -298772.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -298959.937500 Penalty: 2804.803711
	Iteration 6Q: 3 clusters Score -298959.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -299105.093750 Penalty: 2804.803711
	Iteration 7Q: 3 clusters Score -299105.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -299239.250000 Penalty: 2804.803711
	Iteration 8Q: 3 clusters Score -299239.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -299352.687500 Penalty: 2804.803711
	Iteration 9Q: 3 clusters Score -299352.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -299465.562500 Penalty: 2804.803711
	Iteration 10Q: 3 clusters Score -299465.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -299597.937500 Penalty: 2804.803711
	Iteration 11Q: 3 clusters Score -299597.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -299711.375000 Penalty: 2804.803711
	Iteration 12Q: 3 clusters Score -299711.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -299809.812500 Penalty: 2804.803711
	Iteration 13Q: 3 clusters Score -299809.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -299867.437500 Penalty: 2804.803711
	Iteration 14Q: 3 clusters Score -299867.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -299899.093750 Penalty: 2804.803711
	Iteration 15Q: 3 clusters Score -299899.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -299925.468750 Penalty: 2804.803711
	Iteration 16Q: 3 clusters Score -299925.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -299942.156250 Penalty: 2804.803711
	Iteration 17Q: 3 clusters Score -299942.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -299956.843750 Penalty: 2804.803711
	Iteration 18Q: 3 clusters Score -299956.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -299973.718750 Penalty: 2804.803711
	Iteration 19Q: 3 clusters Score -299973.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -299988.250000 Penalty: 2804.803711
	Iteration 20F: 3 clusters Score -299988.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -299997.906250 Penalty: 2804.803711
	Iteration 21Q: 3 clusters Score -299997.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -300006.531250 Penalty: 2804.803711
	Iteration 22Q: 3 clusters Score -300006.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -300012.375000 Penalty: 2804.803711
	Iteration 23Q: 3 clusters Score -300012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -300017.343750 Penalty: 2804.803711
	Iteration 24Q: 3 clusters Score -300017.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -300020.062500 Penalty: 2804.803711
	Iteration 25Q: 3 clusters Score -300020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -300021.968750 Penalty: 2804.803711
	Iteration 26Q: 3 clusters Score -300022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -300024.437500 Penalty: 2804.803711
	Iteration 27Q: 3 clusters Score -300024.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -300027.718750 Penalty: 2804.803711
	Iteration 28Q: 3 clusters Score -300027.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -300030.156250 Penalty: 2804.803711
	Iteration 29Q: 3 clusters Score -300030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -300030.156250 Penalty: 2804.803711
	Iteration 30Q: 3 clusters Score -300030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -300030.625000 Penalty: 2804.803711
	Iteration 31Q: 3 clusters Score -300030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -300031.093750 Penalty: 2804.803711
	Iteration 32Q: 3 clusters Score -300031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -300031.000000 Penalty: 2804.803711
	Iteration 33Q: 3 clusters Score -300031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -300032.250000 Penalty: 2804.803711
	Iteration 34Q: 3 clusters Score -300032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -300032.750000 Penalty: 2804.803711
	Iteration 35Q: 3 clusters Score -300032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -300033.937500 Penalty: 2804.803711
	Iteration 36Q: 3 clusters Score -300033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -300035.718750 Penalty: 2804.803711
	Iteration 37Q: 3 clusters Score -300035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -300036.406250 Penalty: 2804.803711
	Iteration 38Q: 3 clusters Score -300036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -300038.687500 Penalty: 2804.803711
	Iteration 39Q: 3 clusters Score -300038.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -300040.968750 Penalty: 2804.803711
	Iteration 40F: 3 clusters Score -300041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -300042.593750 Penalty: 2804.803711
	Iteration 41Q: 3 clusters Score -300042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -300043.281250 Penalty: 2804.803711
	Iteration 42Q: 3 clusters Score -300043.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -300044.656250 Penalty: 2804.803711
	Iteration 43Q: 3 clusters Score -300044.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -300049.718750 Penalty: 2804.803711
	Iteration 44Q: 3 clusters Score -300049.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -300057.093750 Penalty: 2804.803711
	Iteration 45Q: 3 clusters Score -300057.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -300067.843750 Penalty: 2804.803711
	Iteration 46Q: 3 clusters Score -300067.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -300081.187500 Penalty: 2804.803711
	Iteration 47Q: 3 clusters Score -300081.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -300095.250000 Penalty: 2804.803711
	Iteration 48Q: 3 clusters Score -300095.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -300112.187500 Penalty: 2804.803711
	Iteration 49Q: 3 clusters Score -300112.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -300123.125000 Penalty: 2804.803711
	Iteration 50Q: 3 clusters Score -300123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -300127.375000 Penalty: 2804.803711
	Iteration 51Q: 3 clusters Score -300127.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -300130.625000 Penalty: 2804.803711
	Iteration 52Q: 3 clusters Score -300130.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -300133.125000 Penalty: 2804.803711
	Iteration 53Q: 3 clusters Score -300133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -300133.406250 Penalty: 2804.803711
	Iteration 54Q: 3 clusters Score -300133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -300137.968750 Penalty: 2804.803711
	Iteration 55Q: 3 clusters Score -300138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -300139.781250 Penalty: 2804.803711
	Iteration 56Q: 3 clusters Score -300139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -300139.781250 Penalty: 2804.803711
	Iteration 57F: 3 clusters Score -300139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Entering Unmasked Estep 
Score: -2409944.500000 Penalty: 1728.751831
	Iteration 0F: 2 clusters Score -2409944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2382155.250000 Penalty: 3457.503662
	Iteration 0F: 3 clusters Score -2382155 nChanged 19396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2392847.250000 Penalty: 3457.503662
	Iteration 1F: 3 clusters Score -2392847 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2393303.750000 Penalty: 3457.503662
	Iteration 2Q: 3 clusters Score -2393304 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2393777.500000 Penalty: 3457.503662
	Iteration 3Q: 3 clusters Score -2393778 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2394333.500000 Penalty: 3457.503662
	Iteration 4Q: 3 clusters Score -2394334 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2394953.750000 Penalty: 3457.503662
	Iteration 5Q: 3 clusters Score -2394954 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -2395731.250000 Penalty: 3457.503662
	Iteration 6Q: 3 clusters Score -2395731 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2396698.000000 Penalty: 3457.503662
	Iteration 7Q: 3 clusters Score -2396698 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2397912.500000 Penalty: 3457.503662
	Iteration 8F: 3 clusters Score -2397912 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -2399246.750000 Penalty: 3457.503662
	Iteration 9F: 3 clusters Score -2399247 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -2400531.000000 Penalty: 3457.503662
	Iteration 10F: 3 clusters Score -2400531 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -2401642.000000 Penalty: 3457.503662
	Iteration 11Q: 3 clusters Score -2401642 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -2402400.000000 Penalty: 3457.503662
	Iteration 12Q: 3 clusters Score -2402400 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -2402846.750000 Penalty: 3457.503662
	Iteration 13Q: 3 clusters Score -2402847 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -2403170.500000 Penalty: 3457.503662
	Iteration 14Q: 3 clusters Score -2403170 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -2403439.750000 Penalty: 3457.503662
	Iteration 15Q: 3 clusters Score -2403440 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -2403669.750000 Penalty: 3457.503662
	Iteration 16Q: 3 clusters Score -2403670 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -2403874.250000 Penalty: 3457.503662
	Iteration 17Q: 3 clusters Score -2403874 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -2404061.500000 Penalty: 3457.503662
	Iteration 18Q: 3 clusters Score -2404062 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -2404300.500000 Penalty: 3457.503662
	Iteration 19Q: 3 clusters Score -2404300 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -2404547.000000 Penalty: 3457.503662
	Iteration 20F: 3 clusters Score -2404547 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -2404874.750000 Penalty: 3457.503662
	Iteration 21Q: 3 clusters Score -2404875 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -2405182.000000 Penalty: 3457.503662
	Iteration 22Q: 3 clusters Score -2405182 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -2405548.750000 Penalty: 3457.503662
	Iteration 23Q: 3 clusters Score -2405549 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -2405927.000000 Penalty: 3457.503662
	Iteration 24Q: 3 clusters Score -2405927 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -2406273.500000 Penalty: 3457.503662
	Iteration 25Q: 3 clusters Score -2406274 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -2406671.000000 Penalty: 3457.503662
	Iteration 26Q: 3 clusters Score -2406671 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -2407077.500000 Penalty: 3457.503662
	Iteration 27Q: 3 clusters Score -2407078 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -2407402.500000 Penalty: 3457.503662
	Iteration 28Q: 3 clusters Score -2407402 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -2407632.500000 Penalty: 3457.503662
	Iteration 29Q: 3 clusters Score -2407632 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -2407814.750000 Penalty: 3457.503662
	Iteration 30Q: 3 clusters Score -2407815 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -2407927.250000 Penalty: 3457.503662
	Iteration 31Q: 3 clusters Score -2407927 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -2408005.500000 Penalty: 3457.503662
	Iteration 32Q: 3 clusters Score -2408006 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -2408058.000000 Penalty: 3457.503662
	Iteration 33Q: 3 clusters Score -2408058 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -2408097.000000 Penalty: 3457.503662
	Iteration 34Q: 3 clusters Score -2408097 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -2408138.250000 Penalty: 3457.503662
	Iteration 35Q: 3 clusters Score -2408138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -2408164.250000 Penalty: 3457.503662
	Iteration 36Q: 3 clusters Score -2408164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -2408190.000000 Penalty: 3457.503662
	Iteration 37Q: 3 clusters Score -2408190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -2408222.000000 Penalty: 3457.503662
	Iteration 38Q: 3 clusters Score -2408222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -2408245.500000 Penalty: 3457.503662
	Iteration 39Q: 3 clusters Score -2408246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -2408264.500000 Penalty: 3457.503662
	Iteration 40F: 3 clusters Score -2408264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -2408283.250000 Penalty: 3457.503662
	Iteration 41Q: 3 clusters Score -2408283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -2408299.750000 Penalty: 3457.503662
	Iteration 42Q: 3 clusters Score -2408300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -2408314.000000 Penalty: 3457.503662
	Iteration 43Q: 3 clusters Score -2408314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -2408318.000000 Penalty: 3457.503662
	Iteration 44Q: 3 clusters Score -2408318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -2408330.500000 Penalty: 3457.503662
	Iteration 45Q: 3 clusters Score -2408330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -2408341.500000 Penalty: 3457.503662
	Iteration 46Q: 3 clusters Score -2408342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -2408352.750000 Penalty: 3457.503662
	Iteration 47Q: 3 clusters Score -2408353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -2408360.750000 Penalty: 3457.503662
	Iteration 48Q: 3 clusters Score -2408361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -2408372.500000 Penalty: 3457.503662
	Iteration 49Q: 3 clusters Score -2408372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -2408379.000000 Penalty: 3457.503662
	Iteration 50Q: 3 clusters Score -2408379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -2408388.500000 Penalty: 3457.503662
	Iteration 51Q: 3 clusters Score -2408388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -2408392.250000 Penalty: 3457.503662
	Iteration 52Q: 3 clusters Score -2408392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -2408400.250000 Penalty: 3457.503662
	Iteration 53Q: 3 clusters Score -2408400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -2408403.250000 Penalty: 3457.503662
	Iteration 54Q: 3 clusters Score -2408403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -2408409.250000 Penalty: 3457.503662
	Iteration 55Q: 3 clusters Score -2408409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -2408409.250000 Penalty: 3457.503662
	Iteration 56Q: 3 clusters Score -2408409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -2408414.750000 Penalty: 3457.503662
	Iteration 57Q: 3 clusters Score -2408415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -2408419.500000 Penalty: 3457.503662
	Iteration 58Q: 3 clusters Score -2408420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -2408428.000000 Penalty: 3457.503662
	Iteration 59Q: 3 clusters Score -2408428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -2408430.750000 Penalty: 3457.503662
	Iteration 60F: 3 clusters Score -2408431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -2408432.750000 Penalty: 3457.503662
	Iteration 61Q: 3 clusters Score -2408433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -2408433.750000 Penalty: 3457.503662
	Iteration 62Q: 3 clusters Score -2408434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -2408437.250000 Penalty: 3457.503662
	Iteration 63Q: 3 clusters Score -2408437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -2408438.500000 Penalty: 3457.503662
	Iteration 64Q: 3 clusters Score -2408438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -2408437.500000 Penalty: 3457.503662
	Iteration 65Q: 3 clusters Score -2408438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -2408439.750000 Penalty: 3457.503662
	Iteration 66Q: 3 clusters Score -2408440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -2408443.000000 Penalty: 3457.503662
	Iteration 67Q: 3 clusters Score -2408443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -2408441.750000 Penalty: 3457.503662
	Iteration 68Q: 3 clusters Score -2408442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -2408444.250000 Penalty: 3457.503662
	Iteration 69Q: 3 clusters Score -2408444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -2408446.250000 Penalty: 3457.503662
	Iteration 70Q: 3 clusters Score -2408446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -2408448.500000 Penalty: 3457.503662
	Iteration 71Q: 3 clusters Score -2408448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -2408451.000000 Penalty: 3457.503662
	Iteration 72Q: 3 clusters Score -2408451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -2408453.250000 Penalty: 3457.503662
	Iteration 73Q: 3 clusters Score -2408453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -2408455.500000 Penalty: 3457.503662
	Iteration 74Q: 3 clusters Score -2408456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -2408454.750000 Penalty: 3457.503662
	Iteration 75Q: 3 clusters Score -2408455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -2408455.250000 Penalty: 3457.503662
	Iteration 76Q: 3 clusters Score -2408455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -2408457.000000 Penalty: 3457.503662
	Iteration 77Q: 3 clusters Score -2408457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -2408458.500000 Penalty: 3457.503662
	Iteration 78Q: 3 clusters Score -2408458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -2408459.500000 Penalty: 3457.503662
	Iteration 79Q: 3 clusters Score -2408460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -2408459.500000 Penalty: 3457.503662
	Iteration 80F: 3 clusters Score -2408460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Entering Unmasked Estep 
Score: -241693.265625 Penalty: 1354.585449
	Iteration 0F: 2 clusters Score -241693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -238210.187500 Penalty: 2709.170898
	Iteration 0F: 3 clusters Score -238210.2 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -239171.093750 Penalty: 2709.170898
	Iteration 1F: 3 clusters Score -239171.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -239467.718750 Penalty: 2709.170898
	Iteration 2F: 3 clusters Score -239467.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -239750.781250 Penalty: 2709.170898
	Iteration 3F: 3 clusters Score -239750.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -239999.328125 Penalty: 2709.170898
	Iteration 4F: 3 clusters Score -239999.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -240240.062500 Penalty: 2709.170898
	Iteration 5F: 3 clusters Score -240240.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -240433.906250 Penalty: 2709.170898
	Iteration 6F: 3 clusters Score -240433.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -240589.750000 Penalty: 2709.170898
	Iteration 7Q: 3 clusters Score -240589.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -240698.734375 Penalty: 2709.170898
	Iteration 8Q: 3 clusters Score -240698.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -240766.687500 Penalty: 2709.170898
	Iteration 9Q: 3 clusters Score -240766.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -240821.125000 Penalty: 2709.170898
	Iteration 10Q: 3 clusters Score -240821.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -240866.687500 Penalty: 2709.170898
	Iteration 11Q: 3 clusters Score -240866.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -240891.968750 Penalty: 2709.170898
	Iteration 12Q: 3 clusters Score -240892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -240910.890625 Penalty: 2709.170898
	Iteration 13Q: 3 clusters Score -240910.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -240925.078125 Penalty: 2709.170898
	Iteration 14Q: 3 clusters Score -240925.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -240934.390625 Penalty: 2709.170898
	Iteration 15Q: 3 clusters Score -240934.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -240940.984375 Penalty: 2709.170898
	Iteration 16Q: 3 clusters Score -240941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -240946.765625 Penalty: 2709.170898
	Iteration 17Q: 3 clusters Score -240946.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -240951.062500 Penalty: 2709.170898
	Iteration 18Q: 3 clusters Score -240951.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -240955.781250 Penalty: 2709.170898
	Iteration 19Q: 3 clusters Score -240955.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -240959.765625 Penalty: 2709.170898
	Iteration 20F: 3 clusters Score -240959.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -240962.515625 Penalty: 2709.170898
	Iteration 21Q: 3 clusters Score -240962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -240965.531250 Penalty: 2709.170898
	Iteration 22Q: 3 clusters Score -240965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -240966.828125 Penalty: 2709.170898
	Iteration 23Q: 3 clusters Score -240966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -240967.421875 Penalty: 2709.170898
	Iteration 24Q: 3 clusters Score -240967.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -240968.406250 Penalty: 2709.170898
	Iteration 25Q: 3 clusters Score -240968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -240968.625000 Penalty: 2709.170898
	Iteration 26Q: 3 clusters Score -240968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -240968.625000 Penalty: 2709.170898
	Iteration 27F: 3 clusters Score -240968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -95873.601562 Penalty: 1227.323853
	Iteration 0F: 2 clusters Score -95873.6 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 950 members 
Entering Unmasked Estep 
Score: -93821.109375 Penalty: 2454.647705
	Iteration 0F: 3 clusters Score -93821.11 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -94291.750000 Penalty: 2454.647705
	Iteration 1F: 3 clusters Score -94291.75 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -94459.414062 Penalty: 2454.647705
	Iteration 2F: 3 clusters Score -94459.41 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -94653.734375 Penalty: 2454.647705
	Iteration 3F: 3 clusters Score -94653.73 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -94988.289062 Penalty: 2454.647705
	Iteration 4F: 3 clusters Score -94988.29 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -95328.656250 Penalty: 2454.647705
	Iteration 5F: 3 clusters Score -95328.66 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -95665.953125 Penalty: 2454.647705
	Iteration 6F: 3 clusters Score -95665.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -95827.148438 Penalty: 2454.647705
	Iteration 7Q: 3 clusters Score -95827.15 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -95909.117188 Penalty: 2454.647705
	Iteration 8Q: 3 clusters Score -95909.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -95977.945312 Penalty: 2454.647705
	Iteration 9Q: 3 clusters Score -95977.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -96034.171875 Penalty: 2454.647705
	Iteration 10Q: 3 clusters Score -96034.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -96061.125000 Penalty: 2454.647705
	Iteration 11Q: 3 clusters Score -96061.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -96075.625000 Penalty: 2454.647705
	Iteration 12Q: 3 clusters Score -96075.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -96079.421875 Penalty: 2454.647705
	Iteration 13Q: 3 clusters Score -96079.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -96079.421875 Penalty: 2454.647705
	Iteration 14F: 3 clusters Score -96079.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104939 members 
Mstep: Class 5 contains 40564 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 9006 members 
Mstep: Class 8 contains 16104 members 
Mstep: Class 9 contains 17910 members 
Mstep: Class 10 contains 17984 members 
Mstep: Class 11 contains 12734 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92177 members 
Mstep: Class 17 contains 10208 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 11171 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41709 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 865 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 139526 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Mstep: Class 32 contains 1041 members 
Entering Unmasked Estep 
Score: -34146968.000000 Penalty: 69384.421875
Splitting cluster 26 changes total score from -34147692.000000 to -34146968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -101692.617188 Penalty: 1249.745728
	Iteration 0F: 2 clusters Score -101692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -99515.023438 Penalty: 2499.491455
	Iteration 0F: 3 clusters Score -99515.02 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -99999.562500 Penalty: 2499.491455
	Iteration 1F: 3 clusters Score -99999.56 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -100134.687500 Penalty: 2499.491455
	Iteration 2F: 3 clusters Score -100134.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -100225.539062 Penalty: 2499.491455
	Iteration 3F: 3 clusters Score -100225.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -100281.117188 Penalty: 2499.491455
	Iteration 4Q: 3 clusters Score -100281.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -100325.882812 Penalty: 2499.491455
	Iteration 5Q: 3 clusters Score -100325.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -100359.914062 Penalty: 2499.491455
	Iteration 6Q: 3 clusters Score -100359.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -100394.570312 Penalty: 2499.491455
	Iteration 7Q: 3 clusters Score -100394.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -100426.273438 Penalty: 2499.491455
	Iteration 8Q: 3 clusters Score -100426.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -100449.320312 Penalty: 2499.491455
	Iteration 9Q: 3 clusters Score -100449.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -100462.750000 Penalty: 2499.491455
	Iteration 10Q: 3 clusters Score -100462.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -100477.687500 Penalty: 2499.491455
	Iteration 11Q: 3 clusters Score -100477.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -100487.390625 Penalty: 2499.491455
	Iteration 12Q: 3 clusters Score -100487.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -100494.820312 Penalty: 2499.491455
	Iteration 13Q: 3 clusters Score -100494.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -100500.875000 Penalty: 2499.491455
	Iteration 14Q: 3 clusters Score -100500.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -100505.671875 Penalty: 2499.491455
	Iteration 15Q: 3 clusters Score -100505.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -100512.679688 Penalty: 2499.491455
	Iteration 16Q: 3 clusters Score -100512.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -100519.882812 Penalty: 2499.491455
	Iteration 17Q: 3 clusters Score -100519.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -100527.734375 Penalty: 2499.491455
	Iteration 18Q: 3 clusters Score -100527.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -100538.304688 Penalty: 2499.491455
	Iteration 19Q: 3 clusters Score -100538.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -100549.453125 Penalty: 2499.491455
	Iteration 20F: 3 clusters Score -100549.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -100556.757812 Penalty: 2499.491455
	Iteration 21Q: 3 clusters Score -100556.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -100562.351562 Penalty: 2499.491455
	Iteration 22Q: 3 clusters Score -100562.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -100565.226562 Penalty: 2499.491455
	Iteration 23Q: 3 clusters Score -100565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -100567.953125 Penalty: 2499.491455
	Iteration 24Q: 3 clusters Score -100568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -100570.453125 Penalty: 2499.491455
	Iteration 25Q: 3 clusters Score -100570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -100572.835938 Penalty: 2499.491455
	Iteration 26Q: 3 clusters Score -100572.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -100576.710938 Penalty: 2499.491455
	Iteration 27Q: 3 clusters Score -100576.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -100579.281250 Penalty: 2499.491455
	Iteration 28Q: 3 clusters Score -100579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -100582.015625 Penalty: 2499.491455
	Iteration 29Q: 3 clusters Score -100582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -100587.960938 Penalty: 2499.491455
	Iteration 30Q: 3 clusters Score -100588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -100594.093750 Penalty: 2499.491455
	Iteration 31Q: 3 clusters Score -100594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -100598.304688 Penalty: 2499.491455
	Iteration 32Q: 3 clusters Score -100598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -100599.445312 Penalty: 2499.491455
	Iteration 33Q: 3 clusters Score -100599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -100599.968750 Penalty: 2499.491455
	Iteration 34Q: 3 clusters Score -100600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -100599.968750 Penalty: 2499.491455
	Iteration 35F: 3 clusters Score -100600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (139526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139526 members 
Entering Unmasked Estep 
Score: -8189085.500000 Penalty: 1924.976074
	Iteration 0F: 2 clusters Score -8189086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -8095498.000000 Penalty: 3849.952148
	Iteration 0F: 3 clusters Score -8095498 nChanged 67411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -8136063.000000 Penalty: 3849.952148
	Iteration 1F: 3 clusters Score -8136063 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -8138184.500000 Penalty: 3849.952148
	Iteration 2Q: 3 clusters Score -8138184 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -8141429.000000 Penalty: 3849.952148
	Iteration 3F: 3 clusters Score -8141429 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -8145734.500000 Penalty: 3849.952148
	Iteration 4F: 3 clusters Score -8145734 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -8150946.500000 Penalty: 3849.952148
	Iteration 5F: 3 clusters Score -8150946 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -8155798.000000 Penalty: 3849.952148
	Iteration 6F: 3 clusters Score -8155798 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -8160268.000000 Penalty: 3849.952148
	Iteration 7F: 3 clusters Score -8160268 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -8163937.500000 Penalty: 3849.952148
	Iteration 8F: 3 clusters Score -8163938 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112409 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -8167519.000000 Penalty: 3849.952148
	Iteration 9Q: 3 clusters Score -8167519 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118536 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -8171452.000000 Penalty: 3849.952148
	Iteration 10Q: 3 clusters Score -8171452 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124478 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -8175618.500000 Penalty: 3849.952148
	Iteration 11Q: 3 clusters Score -8175618 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129701 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -8179655.500000 Penalty: 3849.952148
	Iteration 12Q: 3 clusters Score -8179656 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133770 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -8182979.500000 Penalty: 3849.952148
	Iteration 13Q: 3 clusters Score -8182980 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136413 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -8185190.500000 Penalty: 3849.952148
	Iteration 14Q: 3 clusters Score -8185190 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8186345.000000 Penalty: 3849.952148
	Iteration 15Q: 3 clusters Score -8186345 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138582 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8186885.000000 Penalty: 3849.952148
	Iteration 16Q: 3 clusters Score -8186885 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138867 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8187164.500000 Penalty: 3849.952148
	Iteration 17Q: 3 clusters Score -8187164 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138990 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8187283.000000 Penalty: 3849.952148
	Iteration 18Q: 3 clusters Score -8187283 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139050 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8187369.000000 Penalty: 3849.952148
	Iteration 19Q: 3 clusters Score -8187369 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139086 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8187427.500000 Penalty: 3849.952148
	Iteration 20F: 3 clusters Score -8187428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139100 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8187446.000000 Penalty: 3849.952148
	Iteration 21Q: 3 clusters Score -8187446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139109 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8187451.500000 Penalty: 3849.952148
	Iteration 22Q: 3 clusters Score -8187452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139114 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8187446.000000 Penalty: 3849.952148
	Iteration 23Q: 3 clusters Score -8187446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139119 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8187457.500000 Penalty: 3849.952148
	Iteration 24Q: 3 clusters Score -8187458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139124 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8187469.000000 Penalty: 3849.952148
	Iteration 25Q: 3 clusters Score -8187469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139128 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8187475.000000 Penalty: 3849.952148
	Iteration 26Q: 3 clusters Score -8187475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139131 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8187490.500000 Penalty: 3849.952148
	Iteration 27Q: 3 clusters Score -8187490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139134 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8187494.000000 Penalty: 3849.952148
	Iteration 28Q: 3 clusters Score -8187494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139136 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8187496.500000 Penalty: 3849.952148
	Iteration 29Q: 3 clusters Score -8187496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139134 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8187501.500000 Penalty: 3849.952148
	Iteration 30Q: 3 clusters Score -8187502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139138 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8187497.500000 Penalty: 3849.952148
	Iteration 31Q: 3 clusters Score -8187498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139139 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8187504.500000 Penalty: 3849.952148
	Iteration 32Q: 3 clusters Score -8187504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139141 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8187506.000000 Penalty: 3849.952148
	Iteration 33Q: 3 clusters Score -8187506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139141 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8187506.000000 Penalty: 3849.952148
	Iteration 34F: 3 clusters Score -8187506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Entering Unmasked Estep 
Score: -337956.062500 Penalty: 1411.077637
	Iteration 0F: 2 clusters Score -337956.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -333421.250000 Penalty: 2822.155273
	Iteration 0F: 3 clusters Score -333421.2 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -334744.718750 Penalty: 2822.155273
	Iteration 1F: 3 clusters Score -334744.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -334916.125000 Penalty: 2822.155273
	Iteration 2F: 3 clusters Score -334916.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -335051.718750 Penalty: 2822.155273
	Iteration 3Q: 3 clusters Score -335051.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -335181.906250 Penalty: 2822.155273
	Iteration 4Q: 3 clusters Score -335181.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -335313.843750 Penalty: 2822.155273
	Iteration 5Q: 3 clusters Score -335313.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -335442.718750 Penalty: 2822.155273
	Iteration 6Q: 3 clusters Score -335442.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -335571.843750 Penalty: 2822.155273
	Iteration 7Q: 3 clusters Score -335571.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -335708.437500 Penalty: 2822.155273
	Iteration 8Q: 3 clusters Score -335708.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -335870.125000 Penalty: 2822.155273
	Iteration 9Q: 3 clusters Score -335870.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -336044.750000 Penalty: 2822.155273
	Iteration 10Q: 3 clusters Score -336044.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -336197.218750 Penalty: 2822.155273
	Iteration 11Q: 3 clusters Score -336197.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -336299.937500 Penalty: 2822.155273
	Iteration 12Q: 3 clusters Score -336299.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -336384.437500 Penalty: 2822.155273
	Iteration 13Q: 3 clusters Score -336384.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -336451.906250 Penalty: 2822.155273
	Iteration 14Q: 3 clusters Score -336451.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -336512.250000 Penalty: 2822.155273
	Iteration 15Q: 3 clusters Score -336512.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -336562.968750 Penalty: 2822.155273
	Iteration 16Q: 3 clusters Score -336563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -336601.437500 Penalty: 2822.155273
	Iteration 17Q: 3 clusters Score -336601.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -336645.875000 Penalty: 2822.155273
	Iteration 18Q: 3 clusters Score -336645.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -336683.500000 Penalty: 2822.155273
	Iteration 19Q: 3 clusters Score -336683.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -336702.437500 Penalty: 2822.155273
	Iteration 20F: 3 clusters Score -336702.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -336721.218750 Penalty: 2822.155273
	Iteration 21Q: 3 clusters Score -336721.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -336737.375000 Penalty: 2822.155273
	Iteration 22Q: 3 clusters Score -336737.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -336746.812500 Penalty: 2822.155273
	Iteration 23Q: 3 clusters Score -336746.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -336753.687500 Penalty: 2822.155273
	Iteration 24Q: 3 clusters Score -336753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -336757.062500 Penalty: 2822.155273
	Iteration 25Q: 3 clusters Score -336757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -336761.750000 Penalty: 2822.155273
	Iteration 26Q: 3 clusters Score -336761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -336766.281250 Penalty: 2822.155273
	Iteration 27Q: 3 clusters Score -336766.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -336771.625000 Penalty: 2822.155273
	Iteration 28Q: 3 clusters Score -336771.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -336777.687500 Penalty: 2822.155273
	Iteration 29Q: 3 clusters Score -336777.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -336782.031250 Penalty: 2822.155273
	Iteration 30Q: 3 clusters Score -336782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -336785.125000 Penalty: 2822.155273
	Iteration 31Q: 3 clusters Score -336785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -336786.000000 Penalty: 2822.155273
	Iteration 32Q: 3 clusters Score -336786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -336788.093750 Penalty: 2822.155273
	Iteration 33Q: 3 clusters Score -336788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -336789.250000 Penalty: 2822.155273
	Iteration 34Q: 3 clusters Score -336789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -336789.937500 Penalty: 2822.155273
	Iteration 35Q: 3 clusters Score -336789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -336789.843750 Penalty: 2822.155273
	Iteration 36Q: 3 clusters Score -336789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -336789.843750 Penalty: 2822.155273
	Iteration 37F: 3 clusters Score -336789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -130167.703125 Penalty: 1265.112061
	Iteration 0F: 2 clusters Score -130167.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -127800.593750 Penalty: 2530.224121
	Iteration 0F: 3 clusters Score -127800.6 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -128379.179688 Penalty: 2530.224121
	Iteration 1F: 3 clusters Score -128379.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -128534.679688 Penalty: 2530.224121
	Iteration 2F: 3 clusters Score -128534.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -128664.648438 Penalty: 2530.224121
	Iteration 3F: 3 clusters Score -128664.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -128768.718750 Penalty: 2530.224121
	Iteration 4Q: 3 clusters Score -128768.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128857.593750 Penalty: 2530.224121
	Iteration 5Q: 3 clusters Score -128857.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -128942.937500 Penalty: 2530.224121
	Iteration 6Q: 3 clusters Score -128942.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -129036.937500 Penalty: 2530.224121
	Iteration 7Q: 3 clusters Score -129036.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -129150.921875 Penalty: 2530.224121
	Iteration 8Q: 3 clusters Score -129150.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -129248.554688 Penalty: 2530.224121
	Iteration 9Q: 3 clusters Score -129248.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -129340.257812 Penalty: 2530.224121
	Iteration 10Q: 3 clusters Score -129340.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129409.406250 Penalty: 2530.224121
	Iteration 11Q: 3 clusters Score -129409.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -129447.695312 Penalty: 2530.224121
	Iteration 12Q: 3 clusters Score -129447.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -129465.289062 Penalty: 2530.224121
	Iteration 13Q: 3 clusters Score -129465.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129485.226562 Penalty: 2530.224121
	Iteration 14Q: 3 clusters Score -129485.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -129499.992188 Penalty: 2530.224121
	Iteration 15Q: 3 clusters Score -129500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129506.898438 Penalty: 2530.224121
	Iteration 16Q: 3 clusters Score -129506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -129510.039062 Penalty: 2530.224121
	Iteration 17Q: 3 clusters Score -129510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -129512.390625 Penalty: 2530.224121
	Iteration 18Q: 3 clusters Score -129512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -129515.593750 Penalty: 2530.224121
	Iteration 19Q: 3 clusters Score -129515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -129517.265625 Penalty: 2530.224121
	Iteration 20F: 3 clusters Score -129517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -129519.117188 Penalty: 2530.224121
	Iteration 21Q: 3 clusters Score -129519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129520.679688 Penalty: 2530.224121
	Iteration 22Q: 3 clusters Score -129520.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129520.921875 Penalty: 2530.224121
	Iteration 23Q: 3 clusters Score -129520.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129520.921875 Penalty: 2530.224121
	Iteration 24F: 3 clusters Score -129520.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -49942.515625 Penalty: 1113.661133
	Iteration 0F: 2 clusters Score -49942.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48561.250000 Penalty: 2227.322266
	Iteration 0F: 3 clusters Score -48561.25 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48789.652344 Penalty: 2227.322266
	Iteration 1F: 3 clusters Score -48789.65 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -48864.203125 Penalty: 2227.322266
	Iteration 2F: 3 clusters Score -48864.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -48900.535156 Penalty: 2227.322266
	Iteration 3Q: 3 clusters Score -48900.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48915.613281 Penalty: 2227.322266
	Iteration 4Q: 3 clusters Score -48915.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48923.585938 Penalty: 2227.322266
	Iteration 5Q: 3 clusters Score -48923.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48933.355469 Penalty: 2227.322266
	Iteration 6Q: 3 clusters Score -48933.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48939.273438 Penalty: 2227.322266
	Iteration 7Q: 3 clusters Score -48939.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -48943.847656 Penalty: 2227.322266
	Iteration 8Q: 3 clusters Score -48943.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48946.351562 Penalty: 2227.322266
	Iteration 9Q: 3 clusters Score -48946.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -48949.750000 Penalty: 2227.322266
	Iteration 10Q: 3 clusters Score -48949.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -48954.031250 Penalty: 2227.322266
	Iteration 11Q: 3 clusters Score -48954.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48955.847656 Penalty: 2227.322266
	Iteration 12Q: 3 clusters Score -48955.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -48956.882812 Penalty: 2227.322266
	Iteration 13Q: 3 clusters Score -48956.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -48956.882812 Penalty: 2227.322266
	Iteration 14F: 3 clusters Score -48956.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104939 members 
Mstep: Class 5 contains 40564 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 9006 members 
Mstep: Class 8 contains 16104 members 
Mstep: Class 9 contains 17910 members 
Mstep: Class 10 contains 17984 members 
Mstep: Class 11 contains 12734 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92177 members 
Mstep: Class 17 contains 10208 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 11171 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41709 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 139526 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147728.000000 Penalty: 67216.164062
Iteration 159Q: 32 clusters Score -3.414773e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104933 members 
Mstep: Class 5 contains 40568 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 9019 members 
Mstep: Class 8 contains 16101 members 
Mstep: Class 9 contains 17919 members 
Mstep: Class 10 contains 17977 members 
Mstep: Class 11 contains 12733 members 
Mstep: Class 12 contains 15628 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92163 members 
Mstep: Class 17 contains 10218 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 11168 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41708 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 139528 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147740.000000 Penalty: 67216.164062
Iteration 160F: 32 clusters Score -3.414774e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104926 members 
Mstep: Class 5 contains 40573 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 16097 members 
Mstep: Class 9 contains 17924 members 
Mstep: Class 10 contains 17970 members 
Mstep: Class 11 contains 12734 members 
Mstep: Class 12 contains 15619 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92157 members 
Mstep: Class 17 contains 10228 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11169 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 7250 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41706 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2189 members 
Mstep: Class 28 contains 139527 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147752.000000 Penalty: 67216.164062
Iteration 161Q: 32 clusters Score -3.414775e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104921 members 
Mstep: Class 5 contains 40578 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 16097 members 
Mstep: Class 9 contains 17928 members 
Mstep: Class 10 contains 17963 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 15618 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92147 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 11168 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41703 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2190 members 
Mstep: Class 28 contains 139527 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147736.000000 Penalty: 67216.164062
Iteration 162Q: 32 clusters Score -3.414774e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104911 members 
Mstep: Class 5 contains 40583 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 16090 members 
Mstep: Class 9 contains 17931 members 
Mstep: Class 10 contains 17963 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 4348 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92144 members 
Mstep: Class 17 contains 10258 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 11168 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41697 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 139533 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147748.000000 Penalty: 67216.164062
Iteration 163Q: 32 clusters Score -3.414775e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104904 members 
Mstep: Class 5 contains 40588 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 16084 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 17960 members 
Mstep: Class 11 contains 12734 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 4353 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92137 members 
Mstep: Class 17 contains 10267 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 11170 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 41697 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 139530 members 
Mstep: Class 29 contains 5911 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147752.000000 Penalty: 67216.164062
Iteration 164Q: 32 clusters Score -3.414775e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104898 members 
Mstep: Class 5 contains 40591 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 9035 members 
Mstep: Class 8 contains 16081 members 
Mstep: Class 9 contains 17928 members 
Mstep: Class 10 contains 17957 members 
Mstep: Class 11 contains 12734 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92130 members 
Mstep: Class 17 contains 10273 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 11171 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7250 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41695 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 139532 members 
Mstep: Class 29 contains 5915 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147740.000000 Penalty: 67216.164062
Iteration 165Q: 32 clusters Score -3.414774e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104892 members 
Mstep: Class 5 contains 40589 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 9036 members 
Mstep: Class 8 contains 16082 members 
Mstep: Class 9 contains 17925 members 
Mstep: Class 10 contains 17954 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92124 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 11175 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7250 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41695 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139530 members 
Mstep: Class 29 contains 5919 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147740.000000 Penalty: 67216.164062
Iteration 166Q: 32 clusters Score -3.414774e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104886 members 
Mstep: Class 5 contains 40593 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 9038 members 
Mstep: Class 8 contains 16075 members 
Mstep: Class 9 contains 17925 members 
Mstep: Class 10 contains 17951 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 15617 members 
Mstep: Class 13 contains 13732 members 
Mstep: Class 14 contains 4356 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92121 members 
Mstep: Class 17 contains 10291 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 11180 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7250 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41693 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139530 members 
Mstep: Class 29 contains 5919 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147736.000000 Penalty: 67216.164062
Iteration 167Q: 32 clusters Score -3.414774e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104880 members 
Mstep: Class 5 contains 40598 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 9043 members 
Mstep: Class 8 contains 16069 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 17949 members 
Mstep: Class 11 contains 12736 members 
Mstep: Class 12 contains 15616 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92118 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 11185 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7250 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41690 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139532 members 
Mstep: Class 29 contains 5920 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147772.000000 Penalty: 67216.164062
Iteration 168Q: 32 clusters Score -3.414777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104876 members 
Mstep: Class 5 contains 40602 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 9047 members 
Mstep: Class 8 contains 16067 members 
Mstep: Class 9 contains 17933 members 
Mstep: Class 10 contains 17945 members 
Mstep: Class 11 contains 12736 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 4358 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92115 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11186 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7250 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41691 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139536 members 
Mstep: Class 29 contains 5922 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147764.000000 Penalty: 67216.164062
Iteration 169Q: 32 clusters Score -3.414776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104871 members 
Mstep: Class 5 contains 40605 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 9049 members 
Mstep: Class 8 contains 16067 members 
Mstep: Class 9 contains 17937 members 
Mstep: Class 10 contains 17944 members 
Mstep: Class 11 contains 12737 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92113 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7250 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41689 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139535 members 
Mstep: Class 29 contains 5922 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147784.000000 Penalty: 67216.164062
Iteration 170Q: 32 clusters Score -3.414778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104870 members 
Mstep: Class 5 contains 40606 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 9050 members 
Mstep: Class 8 contains 16066 members 
Mstep: Class 9 contains 17933 members 
Mstep: Class 10 contains 17945 members 
Mstep: Class 11 contains 12736 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92110 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 11193 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7251 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41688 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139535 members 
Mstep: Class 29 contains 5922 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147800.000000 Penalty: 67216.164062
Iteration 171Q: 32 clusters Score -3.41478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104868 members 
Mstep: Class 5 contains 40607 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 9050 members 
Mstep: Class 8 contains 16068 members 
Mstep: Class 9 contains 17931 members 
Mstep: Class 10 contains 17940 members 
Mstep: Class 11 contains 12736 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92107 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 9848 members 
Mstep: Class 20 contains 11193 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41687 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139540 members 
Mstep: Class 29 contains 5922 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147816.000000 Penalty: 67216.164062
Iteration 172Q: 32 clusters Score -3.414782e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2824 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104867 members 
Mstep: Class 5 contains 40607 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 9050 members 
Mstep: Class 8 contains 16068 members 
Mstep: Class 9 contains 17932 members 
Mstep: Class 10 contains 17940 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17697 members 
Mstep: Class 16 contains 92101 members 
Mstep: Class 17 contains 10279 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9848 members 
Mstep: Class 20 contains 11196 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41691 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139542 members 
Mstep: Class 29 contains 5923 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147776.000000 Penalty: 67216.164062
Iteration 173Q: 32 clusters Score -3.414778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 104865 members 
Mstep: Class 5 contains 40608 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 9051 members 
Mstep: Class 8 contains 16066 members 
Mstep: Class 9 contains 17933 members 
Mstep: Class 10 contains 17942 members 
Mstep: Class 11 contains 12736 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17697 members 
Mstep: Class 16 contains 92098 members 
Mstep: Class 17 contains 10283 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 11194 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41692 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139541 members 
Mstep: Class 29 contains 5922 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147768.000000 Penalty: 67216.164062
Iteration 174Q: 32 clusters Score -3.414777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 104861 members 
Mstep: Class 5 contains 40610 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 9051 members 
Mstep: Class 8 contains 16066 members 
Mstep: Class 9 contains 17934 members 
Mstep: Class 10 contains 17942 members 
Mstep: Class 11 contains 12737 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17697 members 
Mstep: Class 16 contains 92097 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9846 members 
Mstep: Class 20 contains 11194 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7255 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41692 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139543 members 
Mstep: Class 29 contains 5923 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147796.000000 Penalty: 67216.164062
Iteration 175Q: 32 clusters Score -3.41478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 104860 members 
Mstep: Class 5 contains 40611 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 9052 members 
Mstep: Class 8 contains 16064 members 
Mstep: Class 9 contains 17938 members 
Mstep: Class 10 contains 17945 members 
Mstep: Class 11 contains 12737 members 
Mstep: Class 12 contains 15609 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17697 members 
Mstep: Class 16 contains 92097 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 11194 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7255 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41692 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139542 members 
Mstep: Class 29 contains 5926 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147804.000000 Penalty: 67216.164062
Iteration 176Q: 32 clusters Score -3.41478e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 104860 members 
Mstep: Class 5 contains 40611 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 16062 members 
Mstep: Class 9 contains 17938 members 
Mstep: Class 10 contains 17945 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15608 members 
Mstep: Class 13 contains 13732 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 92094 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7255 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41690 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139547 members 
Mstep: Class 29 contains 5929 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147808.000000 Penalty: 67216.164062
Iteration 177Q: 32 clusters Score -3.414781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 104858 members 
Mstep: Class 5 contains 40611 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 16062 members 
Mstep: Class 9 contains 17940 members 
Mstep: Class 10 contains 17946 members 
Mstep: Class 11 contains 12740 members 
Mstep: Class 12 contains 15611 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92090 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7253 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41689 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139547 members 
Mstep: Class 29 contains 5929 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147836.000000 Penalty: 67216.164062
Iteration 178Q: 32 clusters Score -3.414784e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104856 members 
Mstep: Class 5 contains 40612 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 16063 members 
Mstep: Class 9 contains 17941 members 
Mstep: Class 10 contains 17949 members 
Mstep: Class 11 contains 12741 members 
Mstep: Class 12 contains 15612 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92086 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7253 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41686 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139548 members 
Mstep: Class 29 contains 5931 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147852.000000 Penalty: 67216.164062
Iteration 179Q: 32 clusters Score -3.414785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104856 members 
Mstep: Class 5 contains 40614 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 16063 members 
Mstep: Class 9 contains 17946 members 
Mstep: Class 10 contains 17949 members 
Mstep: Class 11 contains 12741 members 
Mstep: Class 12 contains 15612 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92084 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 11193 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41683 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139548 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147836.000000 Penalty: 67216.164062
Iteration 180F: 32 clusters Score -3.414784e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104856 members 
Mstep: Class 5 contains 40615 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 16063 members 
Mstep: Class 9 contains 17948 members 
Mstep: Class 10 contains 17948 members 
Mstep: Class 11 contains 12741 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92079 members 
Mstep: Class 17 contains 10283 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 11193 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7251 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41683 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139549 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147860.000000 Penalty: 67216.164062
Iteration 181Q: 32 clusters Score -3.414786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104854 members 
Mstep: Class 5 contains 40615 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 16062 members 
Mstep: Class 9 contains 17951 members 
Mstep: Class 10 contains 17950 members 
Mstep: Class 11 contains 12742 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92078 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7251 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41683 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139548 members 
Mstep: Class 29 contains 5931 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147900.000000 Penalty: 67216.164062
Iteration 182Q: 32 clusters Score -3.41479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104852 members 
Mstep: Class 5 contains 40616 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9056 members 
Mstep: Class 8 contains 16059 members 
Mstep: Class 9 contains 17954 members 
Mstep: Class 10 contains 17953 members 
Mstep: Class 11 contains 12742 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92075 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 11192 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7251 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41681 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139546 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147928.000000 Penalty: 67216.164062
Iteration 183Q: 32 clusters Score -3.414793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104852 members 
Mstep: Class 5 contains 40618 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16058 members 
Mstep: Class 9 contains 17959 members 
Mstep: Class 10 contains 17952 members 
Mstep: Class 11 contains 12741 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92071 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9841 members 
Mstep: Class 20 contains 11192 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7251 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41679 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139545 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147952.000000 Penalty: 67216.164062
Iteration 184Q: 32 clusters Score -3.414795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104850 members 
Mstep: Class 5 contains 40619 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9058 members 
Mstep: Class 8 contains 16058 members 
Mstep: Class 9 contains 17964 members 
Mstep: Class 10 contains 17950 members 
Mstep: Class 11 contains 12740 members 
Mstep: Class 12 contains 15612 members 
Mstep: Class 13 contains 13739 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92070 members 
Mstep: Class 17 contains 10291 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9840 members 
Mstep: Class 20 contains 11191 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41678 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139546 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147928.000000 Penalty: 67216.164062
Iteration 185Q: 32 clusters Score -3.414793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104850 members 
Mstep: Class 5 contains 40619 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16058 members 
Mstep: Class 9 contains 17967 members 
Mstep: Class 10 contains 17950 members 
Mstep: Class 11 contains 12740 members 
Mstep: Class 12 contains 15609 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92072 members 
Mstep: Class 17 contains 10291 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9841 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41677 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139547 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147940.000000 Penalty: 67216.164062
Iteration 186Q: 32 clusters Score -3.414794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104850 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16058 members 
Mstep: Class 9 contains 17970 members 
Mstep: Class 10 contains 17948 members 
Mstep: Class 11 contains 12740 members 
Mstep: Class 12 contains 15609 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92071 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9841 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41677 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139548 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147952.000000 Penalty: 67216.164062
Iteration 187Q: 32 clusters Score -3.414795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104849 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16058 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 17947 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15608 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92071 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41677 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139548 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147948.000000 Penalty: 67216.164062
Iteration 188Q: 32 clusters Score -3.414795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104849 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16058 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 17946 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92071 members 
Mstep: Class 17 contains 10293 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41677 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139549 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147936.000000 Penalty: 67216.164062
Iteration 189Q: 32 clusters Score -3.414794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104850 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16057 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 17946 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92071 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41677 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139549 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147932.000000 Penalty: 67216.164062
Iteration 190Q: 32 clusters Score -3.414793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104850 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16057 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 17947 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92071 members 
Mstep: Class 17 contains 10291 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41677 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139549 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147944.000000 Penalty: 67216.164062
Iteration 191Q: 32 clusters Score -3.414794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104851 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16057 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 17947 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92071 members 
Mstep: Class 17 contains 10289 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41678 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139549 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147940.000000 Penalty: 67216.164062
Iteration 192Q: 32 clusters Score -3.414794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104851 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16056 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 17947 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92072 members 
Mstep: Class 17 contains 10289 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41678 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139549 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147940.000000 Penalty: 67216.164062
Iteration 193Q: 32 clusters Score -3.414794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104851 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16056 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 17947 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92072 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41678 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139548 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147960.000000 Penalty: 67216.164062
Iteration 194Q: 32 clusters Score -3.414796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104851 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16056 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 17947 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92072 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41678 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139548 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34147960.000000 Penalty: 67216.164062
Iteration 195F: 32 clusters Score -3.414796e+07 nChanged 0
Entering ConstructFrom: 
Score: -34147960.000000 Penalty: 67216.164062
Entering ConstructFrom: 
Trying to split cluster 1 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -314110.468750 Penalty: 1398.464600
	Iteration 0F: 2 clusters Score -314110.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -309889.031250 Penalty: 2796.929199
	Iteration 0F: 3 clusters Score -309889 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -311172.343750 Penalty: 2796.929199
	Iteration 1F: 3 clusters Score -311172.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -311397.437500 Penalty: 2796.929199
	Iteration 2F: 3 clusters Score -311397.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -311599.718750 Penalty: 2796.929199
	Iteration 3F: 3 clusters Score -311599.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -311785.093750 Penalty: 2796.929199
	Iteration 4F: 3 clusters Score -311785.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -311967.250000 Penalty: 2796.929199
	Iteration 5Q: 3 clusters Score -311967.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -312132.468750 Penalty: 2796.929199
	Iteration 6Q: 3 clusters Score -312132.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -312329.812500 Penalty: 2796.929199
	Iteration 7Q: 3 clusters Score -312329.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -312578.343750 Penalty: 2796.929199
	Iteration 8Q: 3 clusters Score -312578.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -312829.093750 Penalty: 2796.929199
	Iteration 9Q: 3 clusters Score -312829.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -313073.500000 Penalty: 2796.929199
	Iteration 10Q: 3 clusters Score -313073.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -313252.906250 Penalty: 2796.929199
	Iteration 11Q: 3 clusters Score -313252.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -313372.031250 Penalty: 2796.929199
	Iteration 12Q: 3 clusters Score -313372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -313427.468750 Penalty: 2796.929199
	Iteration 13Q: 3 clusters Score -313427.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -313461.500000 Penalty: 2796.929199
	Iteration 14Q: 3 clusters Score -313461.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -313482.750000 Penalty: 2796.929199
	Iteration 15Q: 3 clusters Score -313482.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -313493.781250 Penalty: 2796.929199
	Iteration 16Q: 3 clusters Score -313493.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -313499.781250 Penalty: 2796.929199
	Iteration 17Q: 3 clusters Score -313499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -313500.500000 Penalty: 2796.929199
	Iteration 18Q: 3 clusters Score -313500.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -313501.406250 Penalty: 2796.929199
	Iteration 19Q: 3 clusters Score -313501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -313501.562500 Penalty: 2796.929199
	Iteration 20F: 3 clusters Score -313501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -313501.625000 Penalty: 2796.929199
	Iteration 21Q: 3 clusters Score -313501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -313501.656250 Penalty: 2796.929199
	Iteration 22Q: 3 clusters Score -313501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -313502.750000 Penalty: 2796.929199
	Iteration 23Q: 3 clusters Score -313502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -313502.906250 Penalty: 2796.929199
	Iteration 24Q: 3 clusters Score -313502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -313503.187500 Penalty: 2796.929199
	Iteration 25Q: 3 clusters Score -313503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -313503.656250 Penalty: 2796.929199
	Iteration 26Q: 3 clusters Score -313503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -313503.687500 Penalty: 2796.929199
	Iteration 27Q: 3 clusters Score -313503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -313503.687500 Penalty: 2796.929199
	Iteration 28F: 3 clusters Score -313503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -153813.953125 Penalty: 1291.152710
	Iteration 0F: 2 clusters Score -153814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -151228.562500 Penalty: 2582.305420
	Iteration 0F: 3 clusters Score -151228.6 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -151974.640625 Penalty: 2582.305420
	Iteration 1F: 3 clusters Score -151974.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -152217.250000 Penalty: 2582.305420
	Iteration 2F: 3 clusters Score -152217.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -152425.859375 Penalty: 2582.305420
	Iteration 3F: 3 clusters Score -152425.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -152626.187500 Penalty: 2582.305420
	Iteration 4F: 3 clusters Score -152626.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -152813.796875 Penalty: 2582.305420
	Iteration 5F: 3 clusters Score -152813.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -153011.828125 Penalty: 2582.305420
	Iteration 6F: 3 clusters Score -153011.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -153208.656250 Penalty: 2582.305420
	Iteration 7F: 3 clusters Score -153208.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -153376.265625 Penalty: 2582.305420
	Iteration 8Q: 3 clusters Score -153376.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -153489.500000 Penalty: 2582.305420
	Iteration 9Q: 3 clusters Score -153489.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -153559.609375 Penalty: 2582.305420
	Iteration 10Q: 3 clusters Score -153559.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -153598.093750 Penalty: 2582.305420
	Iteration 11Q: 3 clusters Score -153598.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -153635.875000 Penalty: 2582.305420
	Iteration 12Q: 3 clusters Score -153635.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -153667.671875 Penalty: 2582.305420
	Iteration 13Q: 3 clusters Score -153667.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -153684.875000 Penalty: 2582.305420
	Iteration 14Q: 3 clusters Score -153684.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -153703.031250 Penalty: 2582.305420
	Iteration 15Q: 3 clusters Score -153703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -153717.109375 Penalty: 2582.305420
	Iteration 16Q: 3 clusters Score -153717.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -153726.625000 Penalty: 2582.305420
	Iteration 17Q: 3 clusters Score -153726.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -153739.812500 Penalty: 2582.305420
	Iteration 18Q: 3 clusters Score -153739.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -153749.265625 Penalty: 2582.305420
	Iteration 19Q: 3 clusters Score -153749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -153755.421875 Penalty: 2582.305420
	Iteration 20F: 3 clusters Score -153755.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -153762.187500 Penalty: 2582.305420
	Iteration 21Q: 3 clusters Score -153762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -153766.031250 Penalty: 2582.305420
	Iteration 22Q: 3 clusters Score -153766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -153768.578125 Penalty: 2582.305420
	Iteration 23Q: 3 clusters Score -153768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -153771.500000 Penalty: 2582.305420
	Iteration 24Q: 3 clusters Score -153771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -153773.828125 Penalty: 2582.305420
	Iteration 25Q: 3 clusters Score -153773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -153776.484375 Penalty: 2582.305420
	Iteration 26Q: 3 clusters Score -153776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -153777.843750 Penalty: 2582.305420
	Iteration 27Q: 3 clusters Score -153777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -153778.515625 Penalty: 2582.305420
	Iteration 28Q: 3 clusters Score -153778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -153779.375000 Penalty: 2582.305420
	Iteration 29Q: 3 clusters Score -153779.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -153779.562500 Penalty: 2582.305420
	Iteration 30Q: 3 clusters Score -153779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -153779.562500 Penalty: 2582.305420
	Iteration 31F: 3 clusters Score -153779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -98901.578125 Penalty: 1218.925781
	Iteration 0F: 2 clusters Score -98901.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -96933.453125 Penalty: 2437.851562
	Iteration 0F: 3 clusters Score -96933.45 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -97300.078125 Penalty: 2437.851562
	Iteration 1F: 3 clusters Score -97300.08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -97389.742188 Penalty: 2437.851562
	Iteration 2F: 3 clusters Score -97389.74 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -97444.054688 Penalty: 2437.851562
	Iteration 3Q: 3 clusters Score -97444.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -97478.890625 Penalty: 2437.851562
	Iteration 4Q: 3 clusters Score -97478.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -97507.820312 Penalty: 2437.851562
	Iteration 5Q: 3 clusters Score -97507.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -97527.921875 Penalty: 2437.851562
	Iteration 6Q: 3 clusters Score -97527.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -97554.601562 Penalty: 2437.851562
	Iteration 7Q: 3 clusters Score -97554.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -97583.507812 Penalty: 2437.851562
	Iteration 8Q: 3 clusters Score -97583.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -97614.382812 Penalty: 2437.851562
	Iteration 9Q: 3 clusters Score -97614.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -97635.898438 Penalty: 2437.851562
	Iteration 10Q: 3 clusters Score -97635.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -97663.460938 Penalty: 2437.851562
	Iteration 11Q: 3 clusters Score -97663.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -97694.046875 Penalty: 2437.851562
	Iteration 12Q: 3 clusters Score -97694.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -97721.554688 Penalty: 2437.851562
	Iteration 13Q: 3 clusters Score -97721.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -97744.296875 Penalty: 2437.851562
	Iteration 14Q: 3 clusters Score -97744.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -97757.179688 Penalty: 2437.851562
	Iteration 15Q: 3 clusters Score -97757.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -97767.523438 Penalty: 2437.851562
	Iteration 16Q: 3 clusters Score -97767.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -97775.320312 Penalty: 2437.851562
	Iteration 17Q: 3 clusters Score -97775.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -97787.726562 Penalty: 2437.851562
	Iteration 18Q: 3 clusters Score -97787.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -97807.437500 Penalty: 2437.851562
	Iteration 19Q: 3 clusters Score -97807.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -97821.398438 Penalty: 2437.851562
	Iteration 20F: 3 clusters Score -97821.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -97828.679688 Penalty: 2437.851562
	Iteration 21Q: 3 clusters Score -97828.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -97836.031250 Penalty: 2437.851562
	Iteration 22Q: 3 clusters Score -97836.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -97844.453125 Penalty: 2437.851562
	Iteration 23Q: 3 clusters Score -97844.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -97850.359375 Penalty: 2437.851562
	Iteration 24Q: 3 clusters Score -97850.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -97855.898438 Penalty: 2437.851562
	Iteration 25Q: 3 clusters Score -97855.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -97859.976562 Penalty: 2437.851562
	Iteration 26Q: 3 clusters Score -97859.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -97864.226562 Penalty: 2437.851562
	Iteration 27Q: 3 clusters Score -97864.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -97867.312500 Penalty: 2437.851562
	Iteration 28Q: 3 clusters Score -97867.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -97871.093750 Penalty: 2437.851562
	Iteration 29Q: 3 clusters Score -97871.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -97874.414062 Penalty: 2437.851562
	Iteration 30Q: 3 clusters Score -97874.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -97880.070312 Penalty: 2437.851562
	Iteration 31Q: 3 clusters Score -97880.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -97891.062500 Penalty: 2437.851562
	Iteration 32Q: 3 clusters Score -97891.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -97900.539062 Penalty: 2437.851562
	Iteration 33Q: 3 clusters Score -97900.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -97903.093750 Penalty: 2437.851562
	Iteration 34Q: 3 clusters Score -97903.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -97905.929688 Penalty: 2437.851562
	Iteration 35Q: 3 clusters Score -97905.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -97910.015625 Penalty: 2437.851562
	Iteration 36Q: 3 clusters Score -97910.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -97912.593750 Penalty: 2437.851562
	Iteration 37Q: 3 clusters Score -97912.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -97915.085938 Penalty: 2437.851562
	Iteration 38Q: 3 clusters Score -97915.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -97917.914062 Penalty: 2437.851562
	Iteration 39Q: 3 clusters Score -97917.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -97918.570312 Penalty: 2437.851562
	Iteration 40F: 3 clusters Score -97918.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -97920.617188 Penalty: 2437.851562
	Iteration 41Q: 3 clusters Score -97920.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -97920.617188 Penalty: 2437.851562
	Iteration 42F: 3 clusters Score -97920.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (104851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104851 members 
Entering Unmasked Estep 
Score: -6258894.000000 Penalty: 1878.547974
	Iteration 0F: 2 clusters Score -6258894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -6188965.000000 Penalty: 3757.095947
	Iteration 0F: 3 clusters Score -6188965 nChanged 50121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -6218567.500000 Penalty: 3757.095947
	Iteration 1F: 3 clusters Score -6218568 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -6219704.500000 Penalty: 3757.095947
	Iteration 2Q: 3 clusters Score -6219704 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -6221331.500000 Penalty: 3757.095947
	Iteration 3Q: 3 clusters Score -6221332 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -6223934.500000 Penalty: 3757.095947
	Iteration 4Q: 3 clusters Score -6223934 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -6227429.500000 Penalty: 3757.095947
	Iteration 5F: 3 clusters Score -6227430 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -6232223.500000 Penalty: 3757.095947
	Iteration 6F: 3 clusters Score -6232224 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -6237762.000000 Penalty: 3757.095947
	Iteration 7F: 3 clusters Score -6237762 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -6243122.000000 Penalty: 3757.095947
	Iteration 8F: 3 clusters Score -6243122 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -6247995.000000 Penalty: 3757.095947
	Iteration 9F: 3 clusters Score -6247995 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 97609 members 
Entering Unmasked Estep 
Score: -6251663.000000 Penalty: 3757.095947
	Iteration 10Q: 3 clusters Score -6251663 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -6254213.000000 Penalty: 3757.095947
	Iteration 11Q: 3 clusters Score -6254213 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -6255737.000000 Penalty: 3757.095947
	Iteration 12Q: 3 clusters Score -6255737 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -6256466.500000 Penalty: 3757.095947
	Iteration 13Q: 3 clusters Score -6256466 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 103925 members 
Entering Unmasked Estep 
Score: -6256868.500000 Penalty: 3757.095947
	Iteration 14Q: 3 clusters Score -6256868 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -6257068.500000 Penalty: 3757.095947
	Iteration 15Q: 3 clusters Score -6257068 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -6257171.500000 Penalty: 3757.095947
	Iteration 16Q: 3 clusters Score -6257172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
Score: -6257227.000000 Penalty: 3757.095947
	Iteration 17Q: 3 clusters Score -6257227 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -6257272.000000 Penalty: 3757.095947
	Iteration 18Q: 3 clusters Score -6257272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -6257300.500000 Penalty: 3757.095947
	Iteration 19Q: 3 clusters Score -6257300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -6257325.500000 Penalty: 3757.095947
	Iteration 20F: 3 clusters Score -6257326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -6257352.000000 Penalty: 3757.095947
	Iteration 21Q: 3 clusters Score -6257352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 104455 members 
Entering Unmasked Estep 
Score: -6257359.500000 Penalty: 3757.095947
	Iteration 22Q: 3 clusters Score -6257360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104464 members 
Entering Unmasked Estep 
Score: -6257369.000000 Penalty: 3757.095947
	Iteration 23Q: 3 clusters Score -6257369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 104470 members 
Entering Unmasked Estep 
Score: -6257365.500000 Penalty: 3757.095947
	Iteration 24Q: 3 clusters Score -6257366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -6257373.500000 Penalty: 3757.095947
	Iteration 25Q: 3 clusters Score -6257374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -6257376.500000 Penalty: 3757.095947
	Iteration 26Q: 3 clusters Score -6257376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -6257376.500000 Penalty: 3757.095947
	Iteration 27F: 3 clusters Score -6257376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Entering Unmasked Estep 
Score: -2359350.250000 Penalty: 1724.452515
	Iteration 0F: 2 clusters Score -2359350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2332149.750000 Penalty: 3448.905029
	Iteration 0F: 3 clusters Score -2332150 nChanged 18912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2343554.500000 Penalty: 3448.905029
	Iteration 1F: 3 clusters Score -2343554 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2345090.750000 Penalty: 3448.905029
	Iteration 2F: 3 clusters Score -2345091 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2347020.500000 Penalty: 3448.905029
	Iteration 3F: 3 clusters Score -2347020 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2348962.500000 Penalty: 3448.905029
	Iteration 4F: 3 clusters Score -2348962 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2350320.500000 Penalty: 3448.905029
	Iteration 5F: 3 clusters Score -2350320 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2351153.000000 Penalty: 3448.905029
	Iteration 6F: 3 clusters Score -2351153 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2351610.750000 Penalty: 3448.905029
	Iteration 7Q: 3 clusters Score -2351611 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2351857.500000 Penalty: 3448.905029
	Iteration 8Q: 3 clusters Score -2351858 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2352015.000000 Penalty: 3448.905029
	Iteration 9Q: 3 clusters Score -2352015 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2352134.250000 Penalty: 3448.905029
	Iteration 10Q: 3 clusters Score -2352134 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2352266.750000 Penalty: 3448.905029
	Iteration 11Q: 3 clusters Score -2352267 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2352411.500000 Penalty: 3448.905029
	Iteration 12Q: 3 clusters Score -2352412 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2352583.750000 Penalty: 3448.905029
	Iteration 13Q: 3 clusters Score -2352584 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2352844.250000 Penalty: 3448.905029
	Iteration 14Q: 3 clusters Score -2352844 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2353133.500000 Penalty: 3448.905029
	Iteration 15Q: 3 clusters Score -2353134 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2353442.000000 Penalty: 3448.905029
	Iteration 16Q: 3 clusters Score -2353442 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2353800.250000 Penalty: 3448.905029
	Iteration 17Q: 3 clusters Score -2353800 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2354241.250000 Penalty: 3448.905029
	Iteration 18Q: 3 clusters Score -2354241 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2354717.250000 Penalty: 3448.905029
	Iteration 19Q: 3 clusters Score -2354717 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2355265.750000 Penalty: 3448.905029
	Iteration 20F: 3 clusters Score -2355266 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2355900.250000 Penalty: 3448.905029
	Iteration 21Q: 3 clusters Score -2355900 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2356554.750000 Penalty: 3448.905029
	Iteration 22Q: 3 clusters Score -2356555 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2357047.000000 Penalty: 3448.905029
	Iteration 23Q: 3 clusters Score -2357047 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2357387.500000 Penalty: 3448.905029
	Iteration 24Q: 3 clusters Score -2357388 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2357594.000000 Penalty: 3448.905029
	Iteration 25Q: 3 clusters Score -2357594 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2357697.500000 Penalty: 3448.905029
	Iteration 26Q: 3 clusters Score -2357698 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2357773.500000 Penalty: 3448.905029
	Iteration 27Q: 3 clusters Score -2357774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2357852.250000 Penalty: 3448.905029
	Iteration 28Q: 3 clusters Score -2357852 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2357929.000000 Penalty: 3448.905029
	Iteration 29Q: 3 clusters Score -2357929 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2357987.000000 Penalty: 3448.905029
	Iteration 30Q: 3 clusters Score -2357987 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2358045.250000 Penalty: 3448.905029
	Iteration 31Q: 3 clusters Score -2358045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2358099.750000 Penalty: 3448.905029
	Iteration 32Q: 3 clusters Score -2358100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2358128.250000 Penalty: 3448.905029
	Iteration 33Q: 3 clusters Score -2358128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2358147.250000 Penalty: 3448.905029
	Iteration 34Q: 3 clusters Score -2358147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2358156.750000 Penalty: 3448.905029
	Iteration 35Q: 3 clusters Score -2358157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2358166.750000 Penalty: 3448.905029
	Iteration 36Q: 3 clusters Score -2358167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2358185.500000 Penalty: 3448.905029
	Iteration 37Q: 3 clusters Score -2358186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2358213.500000 Penalty: 3448.905029
	Iteration 38Q: 3 clusters Score -2358214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2358222.000000 Penalty: 3448.905029
	Iteration 39Q: 3 clusters Score -2358222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2358226.750000 Penalty: 3448.905029
	Iteration 40F: 3 clusters Score -2358227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2358239.500000 Penalty: 3448.905029
	Iteration 41Q: 3 clusters Score -2358240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2358241.750000 Penalty: 3448.905029
	Iteration 42Q: 3 clusters Score -2358242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2358248.250000 Penalty: 3448.905029
	Iteration 43Q: 3 clusters Score -2358248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2358250.250000 Penalty: 3448.905029
	Iteration 44Q: 3 clusters Score -2358250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2358261.250000 Penalty: 3448.905029
	Iteration 45Q: 3 clusters Score -2358261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2358274.250000 Penalty: 3448.905029
	Iteration 46Q: 3 clusters Score -2358274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2358270.500000 Penalty: 3448.905029
	Iteration 47Q: 3 clusters Score -2358270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2358277.750000 Penalty: 3448.905029
	Iteration 48Q: 3 clusters Score -2358278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2358278.500000 Penalty: 3448.905029
	Iteration 49Q: 3 clusters Score -2358278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2358283.250000 Penalty: 3448.905029
	Iteration 50Q: 3 clusters Score -2358283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2358283.500000 Penalty: 3448.905029
	Iteration 51Q: 3 clusters Score -2358284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2358283.250000 Penalty: 3448.905029
	Iteration 52Q: 3 clusters Score -2358283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2358285.250000 Penalty: 3448.905029
	Iteration 53Q: 3 clusters Score -2358285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2358285.250000 Penalty: 3448.905029
	Iteration 54F: 3 clusters Score -2358285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -114872.031250 Penalty: 1278.155396
	Iteration 0F: 2 clusters Score -114872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -112424.062500 Penalty: 2556.310791
	Iteration 0F: 3 clusters Score -112424.1 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -113131.257812 Penalty: 2556.310791
	Iteration 1F: 3 clusters Score -113131.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -113308.140625 Penalty: 2556.310791
	Iteration 2F: 3 clusters Score -113308.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -113438.039062 Penalty: 2556.310791
	Iteration 3F: 3 clusters Score -113438 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -113552.867188 Penalty: 2556.310791
	Iteration 4Q: 3 clusters Score -113552.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -113661.640625 Penalty: 2556.310791
	Iteration 5Q: 3 clusters Score -113661.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -113777.421875 Penalty: 2556.310791
	Iteration 6Q: 3 clusters Score -113777.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -113889.289062 Penalty: 2556.310791
	Iteration 7Q: 3 clusters Score -113889.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -113973.875000 Penalty: 2556.310791
	Iteration 8Q: 3 clusters Score -113973.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -114039.914062 Penalty: 2556.310791
	Iteration 9Q: 3 clusters Score -114039.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -114089.296875 Penalty: 2556.310791
	Iteration 10Q: 3 clusters Score -114089.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -114131.734375 Penalty: 2556.310791
	Iteration 11Q: 3 clusters Score -114131.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -114172.046875 Penalty: 2556.310791
	Iteration 12Q: 3 clusters Score -114172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -114219.617188 Penalty: 2556.310791
	Iteration 13Q: 3 clusters Score -114219.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -114267.359375 Penalty: 2556.310791
	Iteration 14Q: 3 clusters Score -114267.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -114312.320312 Penalty: 2556.310791
	Iteration 15Q: 3 clusters Score -114312.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -114331.117188 Penalty: 2556.310791
	Iteration 16Q: 3 clusters Score -114331.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -114342.273438 Penalty: 2556.310791
	Iteration 17Q: 3 clusters Score -114342.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -114358.289062 Penalty: 2556.310791
	Iteration 18Q: 3 clusters Score -114358.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -114367.445312 Penalty: 2556.310791
	Iteration 19Q: 3 clusters Score -114367.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -114387.414062 Penalty: 2556.310791
	Iteration 20F: 3 clusters Score -114387.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -114399.734375 Penalty: 2556.310791
	Iteration 21Q: 3 clusters Score -114399.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -114410.242188 Penalty: 2556.310791
	Iteration 22Q: 3 clusters Score -114410.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -114419.414062 Penalty: 2556.310791
	Iteration 23Q: 3 clusters Score -114419.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -114430.734375 Penalty: 2556.310791
	Iteration 24Q: 3 clusters Score -114430.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -114446.296875 Penalty: 2556.310791
	Iteration 25Q: 3 clusters Score -114446.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -114458.898438 Penalty: 2556.310791
	Iteration 26Q: 3 clusters Score -114458.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -114477.109375 Penalty: 2556.310791
	Iteration 27Q: 3 clusters Score -114477.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -114499.820312 Penalty: 2556.310791
	Iteration 28Q: 3 clusters Score -114499.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -114517.328125 Penalty: 2556.310791
	Iteration 29Q: 3 clusters Score -114517.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -114528.242188 Penalty: 2556.310791
	Iteration 30Q: 3 clusters Score -114528.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -114535.765625 Penalty: 2556.310791
	Iteration 31Q: 3 clusters Score -114535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -114540.992188 Penalty: 2556.310791
	Iteration 32Q: 3 clusters Score -114541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -114551.281250 Penalty: 2556.310791
	Iteration 33Q: 3 clusters Score -114551.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -114559.343750 Penalty: 2556.310791
	Iteration 34Q: 3 clusters Score -114559.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -114568.984375 Penalty: 2556.310791
	Iteration 35Q: 3 clusters Score -114569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -114577.078125 Penalty: 2556.310791
	Iteration 36Q: 3 clusters Score -114577.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -114585.375000 Penalty: 2556.310791
	Iteration 37Q: 3 clusters Score -114585.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -114594.671875 Penalty: 2556.310791
	Iteration 38Q: 3 clusters Score -114594.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -114600.156250 Penalty: 2556.310791
	Iteration 39Q: 3 clusters Score -114600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -114603.007812 Penalty: 2556.310791
	Iteration 40F: 3 clusters Score -114603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -114604.585938 Penalty: 2556.310791
	Iteration 41Q: 3 clusters Score -114604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -114605.132812 Penalty: 2556.310791
	Iteration 42Q: 3 clusters Score -114605.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -114605.265625 Penalty: 2556.310791
	Iteration 43Q: 3 clusters Score -114605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -114606.000000 Penalty: 2556.310791
	Iteration 44Q: 3 clusters Score -114606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -114606.000000 Penalty: 2556.310791
	Iteration 45F: 3 clusters Score -114606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Entering Unmasked Estep 
Score: -503652.750000 Penalty: 1480.585083
	Iteration 0F: 2 clusters Score -503652.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -497157.937500 Penalty: 2961.170166
	Iteration 0F: 3 clusters Score -497157.9 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -499297.593750 Penalty: 2961.170166
	Iteration 1F: 3 clusters Score -499297.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -499565.250000 Penalty: 2961.170166
	Iteration 2F: 3 clusters Score -499565.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -499767.125000 Penalty: 2961.170166
	Iteration 3Q: 3 clusters Score -499767.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -499976.343750 Penalty: 2961.170166
	Iteration 4Q: 3 clusters Score -499976.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -500217.375000 Penalty: 2961.170166
	Iteration 5Q: 3 clusters Score -500217.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -500465.718750 Penalty: 2961.170166
	Iteration 6Q: 3 clusters Score -500465.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -500742.218750 Penalty: 2961.170166
	Iteration 7Q: 3 clusters Score -500742.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -501005.875000 Penalty: 2961.170166
	Iteration 8Q: 3 clusters Score -501005.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -501254.125000 Penalty: 2961.170166
	Iteration 9Q: 3 clusters Score -501254.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -501457.625000 Penalty: 2961.170166
	Iteration 10Q: 3 clusters Score -501457.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -501612.343750 Penalty: 2961.170166
	Iteration 11Q: 3 clusters Score -501612.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -501746.062500 Penalty: 2961.170166
	Iteration 12Q: 3 clusters Score -501746.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -501864.687500 Penalty: 2961.170166
	Iteration 13Q: 3 clusters Score -501864.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -501944.031250 Penalty: 2961.170166
	Iteration 14Q: 3 clusters Score -501944 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -502013.593750 Penalty: 2961.170166
	Iteration 15Q: 3 clusters Score -502013.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -502061.156250 Penalty: 2961.170166
	Iteration 16Q: 3 clusters Score -502061.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -502093.531250 Penalty: 2961.170166
	Iteration 17Q: 3 clusters Score -502093.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -502131.500000 Penalty: 2961.170166
	Iteration 18Q: 3 clusters Score -502131.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -502158.281250 Penalty: 2961.170166
	Iteration 19Q: 3 clusters Score -502158.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -502181.593750 Penalty: 2961.170166
	Iteration 20F: 3 clusters Score -502181.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -502203.500000 Penalty: 2961.170166
	Iteration 21Q: 3 clusters Score -502203.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -502222.312500 Penalty: 2961.170166
	Iteration 22Q: 3 clusters Score -502222.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -502239.156250 Penalty: 2961.170166
	Iteration 23Q: 3 clusters Score -502239.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -502255.625000 Penalty: 2961.170166
	Iteration 24Q: 3 clusters Score -502255.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -502271.187500 Penalty: 2961.170166
	Iteration 25Q: 3 clusters Score -502271.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -502280.125000 Penalty: 2961.170166
	Iteration 26Q: 3 clusters Score -502280.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -502292.718750 Penalty: 2961.170166
	Iteration 27Q: 3 clusters Score -502292.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -502306.468750 Penalty: 2961.170166
	Iteration 28Q: 3 clusters Score -502306.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -502316.687500 Penalty: 2961.170166
	Iteration 29Q: 3 clusters Score -502316.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -502325.187500 Penalty: 2961.170166
	Iteration 30Q: 3 clusters Score -502325.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -502332.562500 Penalty: 2961.170166
	Iteration 31Q: 3 clusters Score -502332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -502338.125000 Penalty: 2961.170166
	Iteration 32Q: 3 clusters Score -502338.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -502343.343750 Penalty: 2961.170166
	Iteration 33Q: 3 clusters Score -502343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -502345.656250 Penalty: 2961.170166
	Iteration 34Q: 3 clusters Score -502345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -502348.406250 Penalty: 2961.170166
	Iteration 35Q: 3 clusters Score -502348.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -502351.625000 Penalty: 2961.170166
	Iteration 36Q: 3 clusters Score -502351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -502357.531250 Penalty: 2961.170166
	Iteration 37Q: 3 clusters Score -502357.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -502361.687500 Penalty: 2961.170166
	Iteration 38Q: 3 clusters Score -502361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -502363.218750 Penalty: 2961.170166
	Iteration 39Q: 3 clusters Score -502363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -502366.000000 Penalty: 2961.170166
	Iteration 40F: 3 clusters Score -502366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -502368.875000 Penalty: 2961.170166
	Iteration 41Q: 3 clusters Score -502368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -502373.562500 Penalty: 2961.170166
	Iteration 42Q: 3 clusters Score -502373.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -502379.031250 Penalty: 2961.170166
	Iteration 43Q: 3 clusters Score -502379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -502385.625000 Penalty: 2961.170166
	Iteration 44Q: 3 clusters Score -502385.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -502391.906250 Penalty: 2961.170166
	Iteration 45Q: 3 clusters Score -502391.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -502394.437500 Penalty: 2961.170166
	Iteration 46Q: 3 clusters Score -502394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -502401.281250 Penalty: 2961.170166
	Iteration 47Q: 3 clusters Score -502401.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -502406.468750 Penalty: 2961.170166
	Iteration 48Q: 3 clusters Score -502406.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -502417.875000 Penalty: 2961.170166
	Iteration 49Q: 3 clusters Score -502417.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -502422.781250 Penalty: 2961.170166
	Iteration 50Q: 3 clusters Score -502422.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -502427.968750 Penalty: 2961.170166
	Iteration 51Q: 3 clusters Score -502428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -502430.750000 Penalty: 2961.170166
	Iteration 52Q: 3 clusters Score -502430.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -502434.187500 Penalty: 2961.170166
	Iteration 53Q: 3 clusters Score -502434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -502436.687500 Penalty: 2961.170166
	Iteration 54Q: 3 clusters Score -502436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -502438.656250 Penalty: 2961.170166
	Iteration 55Q: 3 clusters Score -502438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -502441.437500 Penalty: 2961.170166
	Iteration 56Q: 3 clusters Score -502441.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -502445.531250 Penalty: 2961.170166
	Iteration 57Q: 3 clusters Score -502445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -502446.312500 Penalty: 2961.170166
	Iteration 58Q: 3 clusters Score -502446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -502449.437500 Penalty: 2961.170166
	Iteration 59Q: 3 clusters Score -502449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -502451.468750 Penalty: 2961.170166
	Iteration 60F: 3 clusters Score -502451.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -502452.906250 Penalty: 2961.170166
	Iteration 61Q: 3 clusters Score -502452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -502454.781250 Penalty: 2961.170166
	Iteration 62Q: 3 clusters Score -502454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -502459.312500 Penalty: 2961.170166
	Iteration 63Q: 3 clusters Score -502459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -502459.812500 Penalty: 2961.170166
	Iteration 64Q: 3 clusters Score -502459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -502460.687500 Penalty: 2961.170166
	Iteration 65Q: 3 clusters Score -502460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -502461.968750 Penalty: 2961.170166
	Iteration 66Q: 3 clusters Score -502462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -502461.968750 Penalty: 2961.170166
	Iteration 67Q: 3 clusters Score -502462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -502461.968750 Penalty: 2961.170166
	Iteration 68F: 3 clusters Score -502462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Entering Unmasked Estep 
Score: -877858.937500 Penalty: 1573.623657
	Iteration 0F: 2 clusters Score -877858.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -866747.687500 Penalty: 3147.247314
	Iteration 0F: 3 clusters Score -866747.7 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -870691.125000 Penalty: 3147.247314
	Iteration 1F: 3 clusters Score -870691.1 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -870978.687500 Penalty: 3147.247314
	Iteration 2F: 3 clusters Score -870978.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -871231.812500 Penalty: 3147.247314
	Iteration 3Q: 3 clusters Score -871231.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -871497.312500 Penalty: 3147.247314
	Iteration 4Q: 3 clusters Score -871497.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -871825.000000 Penalty: 3147.247314
	Iteration 5Q: 3 clusters Score -871825 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -872275.000000 Penalty: 3147.247314
	Iteration 6Q: 3 clusters Score -872275 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -872844.062500 Penalty: 3147.247314
	Iteration 7F: 3 clusters Score -872844.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -873548.875000 Penalty: 3147.247314
	Iteration 8F: 3 clusters Score -873548.9 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -874240.187500 Penalty: 3147.247314
	Iteration 9F: 3 clusters Score -874240.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -874794.375000 Penalty: 3147.247314
	Iteration 10Q: 3 clusters Score -874794.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -875167.875000 Penalty: 3147.247314
	Iteration 11Q: 3 clusters Score -875167.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -875426.625000 Penalty: 3147.247314
	Iteration 12Q: 3 clusters Score -875426.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -875609.562500 Penalty: 3147.247314
	Iteration 13Q: 3 clusters Score -875609.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -875732.687500 Penalty: 3147.247314
	Iteration 14Q: 3 clusters Score -875732.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -875836.812500 Penalty: 3147.247314
	Iteration 15Q: 3 clusters Score -875836.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -875931.062500 Penalty: 3147.247314
	Iteration 16Q: 3 clusters Score -875931.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -876009.875000 Penalty: 3147.247314
	Iteration 17Q: 3 clusters Score -876009.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -876100.062500 Penalty: 3147.247314
	Iteration 18Q: 3 clusters Score -876100.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -876171.500000 Penalty: 3147.247314
	Iteration 19Q: 3 clusters Score -876171.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -876239.875000 Penalty: 3147.247314
	Iteration 20F: 3 clusters Score -876239.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -876301.250000 Penalty: 3147.247314
	Iteration 21Q: 3 clusters Score -876301.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -876358.750000 Penalty: 3147.247314
	Iteration 22Q: 3 clusters Score -876358.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -876415.062500 Penalty: 3147.247314
	Iteration 23Q: 3 clusters Score -876415.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -876461.562500 Penalty: 3147.247314
	Iteration 24Q: 3 clusters Score -876461.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -876505.000000 Penalty: 3147.247314
	Iteration 25Q: 3 clusters Score -876505 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -876547.750000 Penalty: 3147.247314
	Iteration 26Q: 3 clusters Score -876547.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -876589.312500 Penalty: 3147.247314
	Iteration 27Q: 3 clusters Score -876589.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -876610.437500 Penalty: 3147.247314
	Iteration 28Q: 3 clusters Score -876610.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -876635.312500 Penalty: 3147.247314
	Iteration 29Q: 3 clusters Score -876635.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -876662.187500 Penalty: 3147.247314
	Iteration 30Q: 3 clusters Score -876662.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -876688.187500 Penalty: 3147.247314
	Iteration 31Q: 3 clusters Score -876688.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -876702.375000 Penalty: 3147.247314
	Iteration 32Q: 3 clusters Score -876702.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -876714.812500 Penalty: 3147.247314
	Iteration 33Q: 3 clusters Score -876714.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -876731.250000 Penalty: 3147.247314
	Iteration 34Q: 3 clusters Score -876731.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -876738.000000 Penalty: 3147.247314
	Iteration 35Q: 3 clusters Score -876738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -876742.375000 Penalty: 3147.247314
	Iteration 36Q: 3 clusters Score -876742.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -876745.312500 Penalty: 3147.247314
	Iteration 37Q: 3 clusters Score -876745.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -876749.875000 Penalty: 3147.247314
	Iteration 38Q: 3 clusters Score -876749.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -876753.187500 Penalty: 3147.247314
	Iteration 39Q: 3 clusters Score -876753.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -876757.125000 Penalty: 3147.247314
	Iteration 40F: 3 clusters Score -876757.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -876758.687500 Penalty: 3147.247314
	Iteration 41Q: 3 clusters Score -876758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -876765.312500 Penalty: 3147.247314
	Iteration 42Q: 3 clusters Score -876765.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -876768.937500 Penalty: 3147.247314
	Iteration 43Q: 3 clusters Score -876768.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -876774.625000 Penalty: 3147.247314
	Iteration 44Q: 3 clusters Score -876774.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -876774.687500 Penalty: 3147.247314
	Iteration 45Q: 3 clusters Score -876774.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -876780.125000 Penalty: 3147.247314
	Iteration 46Q: 3 clusters Score -876780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -876781.125000 Penalty: 3147.247314
	Iteration 47Q: 3 clusters Score -876781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -876779.937500 Penalty: 3147.247314
	Iteration 48Q: 3 clusters Score -876779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -876781.250000 Penalty: 3147.247314
	Iteration 49Q: 3 clusters Score -876781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -876780.000000 Penalty: 3147.247314
	Iteration 50Q: 3 clusters Score -876780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -876781.187500 Penalty: 3147.247314
	Iteration 51Q: 3 clusters Score -876781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -876781.562500 Penalty: 3147.247314
	Iteration 52Q: 3 clusters Score -876781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -876782.812500 Penalty: 3147.247314
	Iteration 53Q: 3 clusters Score -876782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -876783.000000 Penalty: 3147.247314
	Iteration 54Q: 3 clusters Score -876783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -876783.000000 Penalty: 3147.247314
	Iteration 55F: 3 clusters Score -876783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Entering Unmasked Estep 
Score: -1004416.625000 Penalty: 1591.933594
	Iteration 0F: 2 clusters Score -1004417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -992089.437500 Penalty: 3183.867188
	Iteration 0F: 3 clusters Score -992089.4 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -996531.812500 Penalty: 3183.867188
	Iteration 1F: 3 clusters Score -996531.8 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -996982.937500 Penalty: 3183.867188
	Iteration 2F: 3 clusters Score -996982.9 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -997465.562500 Penalty: 3183.867188
	Iteration 3F: 3 clusters Score -997465.6 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -997975.250000 Penalty: 3183.867188
	Iteration 4F: 3 clusters Score -997975.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -998542.625000 Penalty: 3183.867188
	Iteration 5F: 3 clusters Score -998542.6 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -999202.562500 Penalty: 3183.867188
	Iteration 6F: 3 clusters Score -999202.6 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -999924.562500 Penalty: 3183.867188
	Iteration 7F: 3 clusters Score -999924.6 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1000658.125000 Penalty: 3183.867188
	Iteration 8F: 3 clusters Score -1000658 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1001243.500000 Penalty: 3183.867188
	Iteration 9F: 3 clusters Score -1001244 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1001636.437500 Penalty: 3183.867188
	Iteration 10Q: 3 clusters Score -1001636 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1001896.812500 Penalty: 3183.867188
	Iteration 11Q: 3 clusters Score -1001897 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1002055 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1002173.562500 Penalty: 3183.867188
	Iteration 13Q: 3 clusters Score -1002174 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1002286.125000 Penalty: 3183.867188
	Iteration 14Q: 3 clusters Score -1002286 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1002367.875000 Penalty: 3183.867188
	Iteration 15Q: 3 clusters Score -1002368 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1002441.875000 Penalty: 3183.867188
	Iteration 16Q: 3 clusters Score -1002442 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1002499 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1002543.937500 Penalty: 3183.867188
	Iteration 18Q: 3 clusters Score -1002544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1002568 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1002609.562500 Penalty: 3183.867188
	Iteration 20F: 3 clusters Score -1002610 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1002631.937500 Penalty: 3183.867188
	Iteration 21Q: 3 clusters Score -1002632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1002650.437500 Penalty: 3183.867188
	Iteration 22Q: 3 clusters Score -1002650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1002662.812500 Penalty: 3183.867188
	Iteration 23Q: 3 clusters Score -1002663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1002677 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1002687.312500 Penalty: 3183.867188
	Iteration 25Q: 3 clusters Score -1002687 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1002699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1002708.937500 Penalty: 3183.867188
	Iteration 27Q: 3 clusters Score -1002709 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1002716.250000 Penalty: 3183.867188
	Iteration 28Q: 3 clusters Score -1002716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1002720.750000 Penalty: 3183.867188
	Iteration 29Q: 3 clusters Score -1002721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1002725.875000 Penalty: 3183.867188
	Iteration 30Q: 3 clusters Score -1002726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1002724.625000 Penalty: 3183.867188
	Iteration 31Q: 3 clusters Score -1002725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1002733.187500 Penalty: 3183.867188
	Iteration 32Q: 3 clusters Score -1002733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1002739.000000 Penalty: 3183.867188
	Iteration 33Q: 3 clusters Score -1002739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1002744.312500 Penalty: 3183.867188
	Iteration 34Q: 3 clusters Score -1002744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1002749.812500 Penalty: 3183.867188
	Iteration 35Q: 3 clusters Score -1002750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1002756.812500 Penalty: 3183.867188
	Iteration 36Q: 3 clusters Score -1002757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1002763.062500 Penalty: 3183.867188
	Iteration 37Q: 3 clusters Score -1002763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1002766.375000 Penalty: 3183.867188
	Iteration 38Q: 3 clusters Score -1002766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1002774.625000 Penalty: 3183.867188
	Iteration 39Q: 3 clusters Score -1002775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1002780.500000 Penalty: 3183.867188
	Iteration 40F: 3 clusters Score -1002780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1002793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1002799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1002810.937500 Penalty: 3183.867188
	Iteration 43Q: 3 clusters Score -1002811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1002823.250000 Penalty: 3183.867188
	Iteration 44Q: 3 clusters Score -1002823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1002835.750000 Penalty: 3183.867188
	Iteration 45Q: 3 clusters Score -1002836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1002840.562500 Penalty: 3183.867188
	Iteration 46Q: 3 clusters Score -1002841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1002850.312500 Penalty: 3183.867188
	Iteration 47Q: 3 clusters Score -1002850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1002856.750000 Penalty: 3183.867188
	Iteration 48Q: 3 clusters Score -1002857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1002863.875000 Penalty: 3183.867188
	Iteration 49Q: 3 clusters Score -1002864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1002871.875000 Penalty: 3183.867188
	Iteration 50Q: 3 clusters Score -1002872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1002876.750000 Penalty: 3183.867188
	Iteration 51Q: 3 clusters Score -1002877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1002885.250000 Penalty: 3183.867188
	Iteration 52Q: 3 clusters Score -1002885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1002887.875000 Penalty: 3183.867188
	Iteration 53Q: 3 clusters Score -1002888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1002895.812500 Penalty: 3183.867188
	Iteration 54Q: 3 clusters Score -1002896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1002900.437500 Penalty: 3183.867188
	Iteration 55Q: 3 clusters Score -1002900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1002908.312500 Penalty: 3183.867188
	Iteration 56Q: 3 clusters Score -1002908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1002906.125000 Penalty: 3183.867188
	Iteration 57Q: 3 clusters Score -1002906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1002910.937500 Penalty: 3183.867188
	Iteration 58Q: 3 clusters Score -1002911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1002914.562500 Penalty: 3183.867188
	Iteration 59Q: 3 clusters Score -1002915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1002920.437500 Penalty: 3183.867188
	Iteration 60F: 3 clusters Score -1002920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1002922.437500 Penalty: 3183.867188
	Iteration 61Q: 3 clusters Score -1002922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1002923.750000 Penalty: 3183.867188
	Iteration 62Q: 3 clusters Score -1002924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1002926.812500 Penalty: 3183.867188
	Iteration 63Q: 3 clusters Score -1002927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1002933.187500 Penalty: 3183.867188
	Iteration 64Q: 3 clusters Score -1002933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1002938.875000 Penalty: 3183.867188
	Iteration 65Q: 3 clusters Score -1002939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1002943.000000 Penalty: 3183.867188
	Iteration 66Q: 3 clusters Score -1002943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1002945.812500 Penalty: 3183.867188
	Iteration 67Q: 3 clusters Score -1002946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1002952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1002955.812500 Penalty: 3183.867188
	Iteration 69Q: 3 clusters Score -1002956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1002958.062500 Penalty: 3183.867188
	Iteration 70Q: 3 clusters Score -1002958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1002962.187500 Penalty: 3183.867188
	Iteration 71Q: 3 clusters Score -1002962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1002964.375000 Penalty: 3183.867188
	Iteration 72Q: 3 clusters Score -1002964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1002973.437500 Penalty: 3183.867188
	Iteration 73Q: 3 clusters Score -1002973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1002977.625000 Penalty: 3183.867188
	Iteration 74Q: 3 clusters Score -1002978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1002984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1002987 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1002994.687500 Penalty: 3183.867188
	Iteration 77Q: 3 clusters Score -1002995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1003000.625000 Penalty: 3183.867188
	Iteration 78Q: 3 clusters Score -1003001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1003003.437500 Penalty: 3183.867188
	Iteration 79Q: 3 clusters Score -1003003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1003007.000000 Penalty: 3183.867188
	Iteration 80F: 3 clusters Score -1003007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1003010.562500 Penalty: 3183.867188
	Iteration 81Q: 3 clusters Score -1003011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1003013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1003020.250000 Penalty: 3183.867188
	Iteration 83Q: 3 clusters Score -1003020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1003021.687500 Penalty: 3183.867188
	Iteration 84Q: 3 clusters Score -1003022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1003027.250000 Penalty: 3183.867188
	Iteration 85Q: 3 clusters Score -1003027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1003029.250000 Penalty: 3183.867188
	Iteration 86Q: 3 clusters Score -1003029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1003033.187500 Penalty: 3183.867188
	Iteration 87Q: 3 clusters Score -1003033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1003033.625000 Penalty: 3183.867188
	Iteration 88Q: 3 clusters Score -1003034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1003039.000000 Penalty: 3183.867188
	Iteration 89Q: 3 clusters Score -1003039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1003042.062500 Penalty: 3183.867188
	Iteration 90Q: 3 clusters Score -1003042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1003046.937500 Penalty: 3183.867188
	Iteration 91Q: 3 clusters Score -1003047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1003050.937500 Penalty: 3183.867188
	Iteration 92Q: 3 clusters Score -1003051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1003059.125000 Penalty: 3183.867188
	Iteration 93Q: 3 clusters Score -1003059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1003071.875000 Penalty: 3183.867188
	Iteration 94Q: 3 clusters Score -1003072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1003084.375000 Penalty: 3183.867188
	Iteration 95Q: 3 clusters Score -1003084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1003101.750000 Penalty: 3183.867188
	Iteration 96Q: 3 clusters Score -1003102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1003113.687500 Penalty: 3183.867188
	Iteration 97Q: 3 clusters Score -1003114 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1003137.312500 Penalty: 3183.867188
	Iteration 98Q: 3 clusters Score -1003137 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1003162.937500 Penalty: 3183.867188
	Iteration 99Q: 3 clusters Score -1003163 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1003188.625000 Penalty: 3183.867188
	Iteration 100F: 3 clusters Score -1003189 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1003212.375000 Penalty: 3183.867188
	Iteration 101Q: 3 clusters Score -1003212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1003243.937500 Penalty: 3183.867188
	Iteration 102Q: 3 clusters Score -1003244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1003274.500000 Penalty: 3183.867188
	Iteration 103Q: 3 clusters Score -1003274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1003295.625000 Penalty: 3183.867188
	Iteration 104Q: 3 clusters Score -1003296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1003318.062500 Penalty: 3183.867188
	Iteration 105Q: 3 clusters Score -1003318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1003344.250000 Penalty: 3183.867188
	Iteration 106Q: 3 clusters Score -1003344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1003369.812500 Penalty: 3183.867188
	Iteration 107Q: 3 clusters Score -1003370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1003392.125000 Penalty: 3183.867188
	Iteration 108Q: 3 clusters Score -1003392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1003411.875000 Penalty: 3183.867188
	Iteration 109Q: 3 clusters Score -1003412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1003424.625000 Penalty: 3183.867188
	Iteration 110Q: 3 clusters Score -1003425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1003448.437500 Penalty: 3183.867188
	Iteration 111Q: 3 clusters Score -1003448 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1003479.625000 Penalty: 3183.867188
	Iteration 112Q: 3 clusters Score -1003480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1003517.250000 Penalty: 3183.867188
	Iteration 113Q: 3 clusters Score -1003517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1003544.187500 Penalty: 3183.867188
	Iteration 114Q: 3 clusters Score -1003544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1003565.562500 Penalty: 3183.867188
	Iteration 115Q: 3 clusters Score -1003566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1003583.500000 Penalty: 3183.867188
	Iteration 116Q: 3 clusters Score -1003584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1003598.562500 Penalty: 3183.867188
	Iteration 117Q: 3 clusters Score -1003599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1003609.312500 Penalty: 3183.867188
	Iteration 118Q: 3 clusters Score -1003609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1003616.875000 Penalty: 3183.867188
	Iteration 119Q: 3 clusters Score -1003617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1003627.062500 Penalty: 3183.867188
	Iteration 120F: 3 clusters Score -1003627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1003632.937500 Penalty: 3183.867188
	Iteration 121Q: 3 clusters Score -1003633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1003637.250000 Penalty: 3183.867188
	Iteration 122Q: 3 clusters Score -1003637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1003642.875000 Penalty: 3183.867188
	Iteration 123Q: 3 clusters Score -1003643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1003645.937500 Penalty: 3183.867188
	Iteration 124Q: 3 clusters Score -1003646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1003648.187500 Penalty: 3183.867188
	Iteration 125Q: 3 clusters Score -1003648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1003648.875000 Penalty: 3183.867188
	Iteration 126Q: 3 clusters Score -1003649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1003651.875000 Penalty: 3183.867188
	Iteration 127Q: 3 clusters Score -1003652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1003654.875000 Penalty: 3183.867188
	Iteration 128Q: 3 clusters Score -1003655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1003659.437500 Penalty: 3183.867188
	Iteration 129Q: 3 clusters Score -1003659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1003665.437500 Penalty: 3183.867188
	Iteration 130Q: 3 clusters Score -1003665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1003668.562500 Penalty: 3183.867188
	Iteration 131Q: 3 clusters Score -1003669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1003674.187500 Penalty: 3183.867188
	Iteration 132Q: 3 clusters Score -1003674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1003680.937500 Penalty: 3183.867188
	Iteration 133Q: 3 clusters Score -1003681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1003692.625000 Penalty: 3183.867188
	Iteration 134Q: 3 clusters Score -1003693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1003704.625000 Penalty: 3183.867188
	Iteration 135Q: 3 clusters Score -1003705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1003716.125000 Penalty: 3183.867188
	Iteration 136Q: 3 clusters Score -1003716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1003737.750000 Penalty: 3183.867188
	Iteration 137Q: 3 clusters Score -1003738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1003747.875000 Penalty: 3183.867188
	Iteration 138Q: 3 clusters Score -1003748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1003759.250000 Penalty: 3183.867188
	Iteration 139Q: 3 clusters Score -1003759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1003771.750000 Penalty: 3183.867188
	Iteration 140F: 3 clusters Score -1003772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1003782.750000 Penalty: 3183.867188
	Iteration 141Q: 3 clusters Score -1003783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1003792.000000 Penalty: 3183.867188
	Iteration 142Q: 3 clusters Score -1003792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1003797.562500 Penalty: 3183.867188
	Iteration 143Q: 3 clusters Score -1003798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1003803.937500 Penalty: 3183.867188
	Iteration 144Q: 3 clusters Score -1003804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1003806.562500 Penalty: 3183.867188
	Iteration 145Q: 3 clusters Score -1003807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1003815.687500 Penalty: 3183.867188
	Iteration 146Q: 3 clusters Score -1003816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1003825.812500 Penalty: 3183.867188
	Iteration 147Q: 3 clusters Score -1003826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1003836.687500 Penalty: 3183.867188
	Iteration 148Q: 3 clusters Score -1003837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1003844.437500 Penalty: 3183.867188
	Iteration 149Q: 3 clusters Score -1003844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1003848.562500 Penalty: 3183.867188
	Iteration 150Q: 3 clusters Score -1003849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1003856.937500 Penalty: 3183.867188
	Iteration 151Q: 3 clusters Score -1003857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1003862.937500 Penalty: 3183.867188
	Iteration 152Q: 3 clusters Score -1003863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1003864.437500 Penalty: 3183.867188
	Iteration 153Q: 3 clusters Score -1003864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1003864.375000 Penalty: 3183.867188
	Iteration 154Q: 3 clusters Score -1003864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1003867.500000 Penalty: 3183.867188
	Iteration 155Q: 3 clusters Score -1003868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1003870.125000 Penalty: 3183.867188
	Iteration 156Q: 3 clusters Score -1003870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1003871.187500 Penalty: 3183.867188
	Iteration 157Q: 3 clusters Score -1003871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1003870.125000 Penalty: 3183.867188
	Iteration 158Q: 3 clusters Score -1003870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1003871.875000 Penalty: 3183.867188
	Iteration 159Q: 3 clusters Score -1003872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1003870.500000 Penalty: 3183.867188
	Iteration 160F: 3 clusters Score -1003870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1003872.625000 Penalty: 3183.867188
	Iteration 161Q: 3 clusters Score -1003873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1003873.562500 Penalty: 3183.867188
	Iteration 162Q: 3 clusters Score -1003874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1003876.125000 Penalty: 3183.867188
	Iteration 163Q: 3 clusters Score -1003876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1003876.312500 Penalty: 3183.867188
	Iteration 164Q: 3 clusters Score -1003876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1003877.187500 Penalty: 3183.867188
	Iteration 165Q: 3 clusters Score -1003877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1003878.937500 Penalty: 3183.867188
	Iteration 166Q: 3 clusters Score -1003879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1003879.187500 Penalty: 3183.867188
	Iteration 167Q: 3 clusters Score -1003879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1003879.187500 Penalty: 3183.867188
	Iteration 168F: 3 clusters Score -1003879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Entering Unmasked Estep 
Score: -853013.125000 Penalty: 1591.716553
	Iteration 0F: 2 clusters Score -853013.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -840776.437500 Penalty: 3183.433105
	Iteration 0F: 3 clusters Score -840776.4 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -845363.125000 Penalty: 3183.433105
	Iteration 1F: 3 clusters Score -845363.1 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -845964.125000 Penalty: 3183.433105
	Iteration 2F: 3 clusters Score -845964.1 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -846610.000000 Penalty: 3183.433105
	Iteration 3F: 3 clusters Score -846610 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -847307.500000 Penalty: 3183.433105
	Iteration 4F: 3 clusters Score -847307.5 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -848094.437500 Penalty: 3183.433105
	Iteration 5F: 3 clusters Score -848094.4 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -848924.875000 Penalty: 3183.433105
	Iteration 6F: 3 clusters Score -848924.9 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -849751.812500 Penalty: 3183.433105
	Iteration 7F: 3 clusters Score -849751.8 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -850589.937500 Penalty: 3183.433105
	Iteration 8F: 3 clusters Score -850589.9 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -851393.375000 Penalty: 3183.433105
	Iteration 9Q: 3 clusters Score -851393.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -852021.375000 Penalty: 3183.433105
	Iteration 10Q: 3 clusters Score -852021.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -852417.687500 Penalty: 3183.433105
	Iteration 11Q: 3 clusters Score -852417.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -852621.250000 Penalty: 3183.433105
	Iteration 12Q: 3 clusters Score -852621.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -852746.125000 Penalty: 3183.433105
	Iteration 13Q: 3 clusters Score -852746.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -852822.062500 Penalty: 3183.433105
	Iteration 14Q: 3 clusters Score -852822.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -852859.562500 Penalty: 3183.433105
	Iteration 15Q: 3 clusters Score -852859.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -852880.187500 Penalty: 3183.433105
	Iteration 16Q: 3 clusters Score -852880.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -852892.750000 Penalty: 3183.433105
	Iteration 17Q: 3 clusters Score -852892.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -852899.000000 Penalty: 3183.433105
	Iteration 18Q: 3 clusters Score -852899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -852904.375000 Penalty: 3183.433105
	Iteration 19Q: 3 clusters Score -852904.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -852915.687500 Penalty: 3183.433105
	Iteration 20F: 3 clusters Score -852915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -852923.812500 Penalty: 3183.433105
	Iteration 21Q: 3 clusters Score -852923.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -852927.562500 Penalty: 3183.433105
	Iteration 22Q: 3 clusters Score -852927.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -852930.875000 Penalty: 3183.433105
	Iteration 23Q: 3 clusters Score -852930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -852932.500000 Penalty: 3183.433105
	Iteration 24Q: 3 clusters Score -852932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -852933.125000 Penalty: 3183.433105
	Iteration 25Q: 3 clusters Score -852933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -852931.625000 Penalty: 3183.433105
	Iteration 26Q: 3 clusters Score -852931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -852929.937500 Penalty: 3183.433105
	Iteration 27Q: 3 clusters Score -852929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -852932.250000 Penalty: 3183.433105
	Iteration 28Q: 3 clusters Score -852932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -852931.937500 Penalty: 3183.433105
	Iteration 29Q: 3 clusters Score -852931.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -852933.687500 Penalty: 3183.433105
	Iteration 30Q: 3 clusters Score -852933.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -852933.687500 Penalty: 3183.433105
	Iteration 31F: 3 clusters Score -852933.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Entering Unmasked Estep 
Score: -706839.375000 Penalty: 1536.006104
	Iteration 0F: 2 clusters Score -706839.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -697961.250000 Penalty: 3072.012207
	Iteration 0F: 3 clusters Score -697961.2 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -701089.437500 Penalty: 3072.012207
	Iteration 1F: 3 clusters Score -701089.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -701505.625000 Penalty: 3072.012207
	Iteration 2F: 3 clusters Score -701505.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -701948.875000 Penalty: 3072.012207
	Iteration 3F: 3 clusters Score -701948.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -702445.000000 Penalty: 3072.012207
	Iteration 4F: 3 clusters Score -702445 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -702990.125000 Penalty: 3072.012207
	Iteration 5F: 3 clusters Score -702990.1 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -703553.000000 Penalty: 3072.012207
	Iteration 6F: 3 clusters Score -703553 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -704151.062500 Penalty: 3072.012207
	Iteration 7F: 3 clusters Score -704151.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -704673.375000 Penalty: 3072.012207
	Iteration 8F: 3 clusters Score -704673.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -705092.062500 Penalty: 3072.012207
	Iteration 9Q: 3 clusters Score -705092.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -705363.187500 Penalty: 3072.012207
	Iteration 10Q: 3 clusters Score -705363.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -705552.312500 Penalty: 3072.012207
	Iteration 11Q: 3 clusters Score -705552.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -705679.625000 Penalty: 3072.012207
	Iteration 12Q: 3 clusters Score -705679.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -705760.312500 Penalty: 3072.012207
	Iteration 13Q: 3 clusters Score -705760.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -705813.687500 Penalty: 3072.012207
	Iteration 14Q: 3 clusters Score -705813.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -705862.687500 Penalty: 3072.012207
	Iteration 15Q: 3 clusters Score -705862.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -705900.500000 Penalty: 3072.012207
	Iteration 16Q: 3 clusters Score -705900.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -705927.875000 Penalty: 3072.012207
	Iteration 17Q: 3 clusters Score -705927.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -705941.500000 Penalty: 3072.012207
	Iteration 18Q: 3 clusters Score -705941.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -705947.437500 Penalty: 3072.012207
	Iteration 19Q: 3 clusters Score -705947.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -705950.937500 Penalty: 3072.012207
	Iteration 20F: 3 clusters Score -705950.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -705956.250000 Penalty: 3072.012207
	Iteration 21Q: 3 clusters Score -705956.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -705959.312500 Penalty: 3072.012207
	Iteration 22Q: 3 clusters Score -705959.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -705961.000000 Penalty: 3072.012207
	Iteration 23Q: 3 clusters Score -705961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -705964.812500 Penalty: 3072.012207
	Iteration 24Q: 3 clusters Score -705964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -705968.375000 Penalty: 3072.012207
	Iteration 25Q: 3 clusters Score -705968.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -705968.812500 Penalty: 3072.012207
	Iteration 26Q: 3 clusters Score -705968.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -705969.937500 Penalty: 3072.012207
	Iteration 27Q: 3 clusters Score -705969.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -705972.687500 Penalty: 3072.012207
	Iteration 28Q: 3 clusters Score -705972.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -705974.000000 Penalty: 3072.012207
	Iteration 29Q: 3 clusters Score -705974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -705977.375000 Penalty: 3072.012207
	Iteration 30Q: 3 clusters Score -705977.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -705979.500000 Penalty: 3072.012207
	Iteration 31Q: 3 clusters Score -705979.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -705984.812500 Penalty: 3072.012207
	Iteration 32Q: 3 clusters Score -705984.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -705989.750000 Penalty: 3072.012207
	Iteration 33Q: 3 clusters Score -705989.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -705993.187500 Penalty: 3072.012207
	Iteration 34Q: 3 clusters Score -705993.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -705997.250000 Penalty: 3072.012207
	Iteration 35Q: 3 clusters Score -705997.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -706002.125000 Penalty: 3072.012207
	Iteration 36Q: 3 clusters Score -706002.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -706008.562500 Penalty: 3072.012207
	Iteration 37Q: 3 clusters Score -706008.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -706011.375000 Penalty: 3072.012207
	Iteration 38Q: 3 clusters Score -706011.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -706015.250000 Penalty: 3072.012207
	Iteration 39Q: 3 clusters Score -706015.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -706017.062500 Penalty: 3072.012207
	Iteration 40F: 3 clusters Score -706017.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -706021.687500 Penalty: 3072.012207
	Iteration 41Q: 3 clusters Score -706021.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -706027.125000 Penalty: 3072.012207
	Iteration 42Q: 3 clusters Score -706027.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -706037.187500 Penalty: 3072.012207
	Iteration 43Q: 3 clusters Score -706037.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -706042.937500 Penalty: 3072.012207
	Iteration 44Q: 3 clusters Score -706042.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -706050.437500 Penalty: 3072.012207
	Iteration 45Q: 3 clusters Score -706050.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -706062.125000 Penalty: 3072.012207
	Iteration 46Q: 3 clusters Score -706062.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -706077.125000 Penalty: 3072.012207
	Iteration 47Q: 3 clusters Score -706077.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -706095.312500 Penalty: 3072.012207
	Iteration 48Q: 3 clusters Score -706095.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -706113.375000 Penalty: 3072.012207
	Iteration 49Q: 3 clusters Score -706113.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -706136.375000 Penalty: 3072.012207
	Iteration 50Q: 3 clusters Score -706136.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -706154.937500 Penalty: 3072.012207
	Iteration 51Q: 3 clusters Score -706154.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -706172.812500 Penalty: 3072.012207
	Iteration 52Q: 3 clusters Score -706172.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -706190.375000 Penalty: 3072.012207
	Iteration 53Q: 3 clusters Score -706190.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -706199.562500 Penalty: 3072.012207
	Iteration 54Q: 3 clusters Score -706199.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -706206.687500 Penalty: 3072.012207
	Iteration 55Q: 3 clusters Score -706206.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -706210.750000 Penalty: 3072.012207
	Iteration 56Q: 3 clusters Score -706210.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -706213.687500 Penalty: 3072.012207
	Iteration 57Q: 3 clusters Score -706213.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -706218.937500 Penalty: 3072.012207
	Iteration 58Q: 3 clusters Score -706218.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -706221.750000 Penalty: 3072.012207
	Iteration 59Q: 3 clusters Score -706221.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -706222.062500 Penalty: 3072.012207
	Iteration 60F: 3 clusters Score -706222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -706224.000000 Penalty: 3072.012207
	Iteration 61Q: 3 clusters Score -706224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -706227.812500 Penalty: 3072.012207
	Iteration 62Q: 3 clusters Score -706227.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -706229.062500 Penalty: 3072.012207
	Iteration 63Q: 3 clusters Score -706229.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -706228.187500 Penalty: 3072.012207
	Iteration 64Q: 3 clusters Score -706228.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -706228.875000 Penalty: 3072.012207
	Iteration 65Q: 3 clusters Score -706228.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -706228.937500 Penalty: 3072.012207
	Iteration 66Q: 3 clusters Score -706228.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -706231.750000 Penalty: 3072.012207
	Iteration 67Q: 3 clusters Score -706231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -706232.812500 Penalty: 3072.012207
	Iteration 68Q: 3 clusters Score -706232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -706232.625000 Penalty: 3072.012207
	Iteration 69Q: 3 clusters Score -706232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -706232.937500 Penalty: 3072.012207
	Iteration 70Q: 3 clusters Score -706232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -706235.625000 Penalty: 3072.012207
	Iteration 71Q: 3 clusters Score -706235.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -706235.937500 Penalty: 3072.012207
	Iteration 72Q: 3 clusters Score -706235.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -706236.312500 Penalty: 3072.012207
	Iteration 73Q: 3 clusters Score -706236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -706238.125000 Penalty: 3072.012207
	Iteration 74Q: 3 clusters Score -706238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -706238.875000 Penalty: 3072.012207
	Iteration 75Q: 3 clusters Score -706238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -706238.875000 Penalty: 3072.012207
	Iteration 76Q: 3 clusters Score -706238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -706239.625000 Penalty: 3072.012207
	Iteration 77Q: 3 clusters Score -706239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -706239.687500 Penalty: 3072.012207
	Iteration 78Q: 3 clusters Score -706239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -706239.562500 Penalty: 3072.012207
	Iteration 79Q: 3 clusters Score -706239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -706239.562500 Penalty: 3072.012207
	Iteration 80F: 3 clusters Score -706239.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Entering Unmasked Estep 
Score: -898674.625000 Penalty: 1569.014648
	Iteration 0F: 2 clusters Score -898674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -887907.812500 Penalty: 3138.029297
	Iteration 0F: 3 clusters Score -887907.8 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -891709.500000 Penalty: 3138.029297
	Iteration 1F: 3 clusters Score -891709.5 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -892071.875000 Penalty: 3138.029297
	Iteration 2F: 3 clusters Score -892071.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -892380.250000 Penalty: 3138.029297
	Iteration 3F: 3 clusters Score -892380.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -892647.062500 Penalty: 3138.029297
	Iteration 4Q: 3 clusters Score -892647.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -892898.750000 Penalty: 3138.029297
	Iteration 5Q: 3 clusters Score -892898.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -893134.625000 Penalty: 3138.029297
	Iteration 6Q: 3 clusters Score -893134.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -893354.875000 Penalty: 3138.029297
	Iteration 7Q: 3 clusters Score -893354.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -893590.125000 Penalty: 3138.029297
	Iteration 8Q: 3 clusters Score -893590.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -893801.437500 Penalty: 3138.029297
	Iteration 9Q: 3 clusters Score -893801.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -893997.437500 Penalty: 3138.029297
	Iteration 10Q: 3 clusters Score -893997.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -894168.312500 Penalty: 3138.029297
	Iteration 11Q: 3 clusters Score -894168.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -894305.187500 Penalty: 3138.029297
	Iteration 12Q: 3 clusters Score -894305.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -894408.062500 Penalty: 3138.029297
	Iteration 13Q: 3 clusters Score -894408.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -894492.375000 Penalty: 3138.029297
	Iteration 14Q: 3 clusters Score -894492.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -894567.000000 Penalty: 3138.029297
	Iteration 15Q: 3 clusters Score -894567 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -894650.812500 Penalty: 3138.029297
	Iteration 16Q: 3 clusters Score -894650.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -894754.437500 Penalty: 3138.029297
	Iteration 17Q: 3 clusters Score -894754.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -894884.562500 Penalty: 3138.029297
	Iteration 18Q: 3 clusters Score -894884.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -895042.437500 Penalty: 3138.029297
	Iteration 19Q: 3 clusters Score -895042.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -895212.812500 Penalty: 3138.029297
	Iteration 20F: 3 clusters Score -895212.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -895385.187500 Penalty: 3138.029297
	Iteration 21Q: 3 clusters Score -895385.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -895569.437500 Penalty: 3138.029297
	Iteration 22Q: 3 clusters Score -895569.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -895780.062500 Penalty: 3138.029297
	Iteration 23Q: 3 clusters Score -895780.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -895987.312500 Penalty: 3138.029297
	Iteration 24Q: 3 clusters Score -895987.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -896204.312500 Penalty: 3138.029297
	Iteration 25Q: 3 clusters Score -896204.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -896445.375000 Penalty: 3138.029297
	Iteration 26Q: 3 clusters Score -896445.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -896643.562500 Penalty: 3138.029297
	Iteration 27Q: 3 clusters Score -896643.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -896803.812500 Penalty: 3138.029297
	Iteration 28Q: 3 clusters Score -896803.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -896938.812500 Penalty: 3138.029297
	Iteration 29Q: 3 clusters Score -896938.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -897044.250000 Penalty: 3138.029297
	Iteration 30Q: 3 clusters Score -897044.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -897114.687500 Penalty: 3138.029297
	Iteration 31Q: 3 clusters Score -897114.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -897173.250000 Penalty: 3138.029297
	Iteration 32Q: 3 clusters Score -897173.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -897224.062500 Penalty: 3138.029297
	Iteration 33Q: 3 clusters Score -897224.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -897259.187500 Penalty: 3138.029297
	Iteration 34Q: 3 clusters Score -897259.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -897285.125000 Penalty: 3138.029297
	Iteration 35Q: 3 clusters Score -897285.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -897310.812500 Penalty: 3138.029297
	Iteration 36Q: 3 clusters Score -897310.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -897327.625000 Penalty: 3138.029297
	Iteration 37Q: 3 clusters Score -897327.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -897348.312500 Penalty: 3138.029297
	Iteration 38Q: 3 clusters Score -897348.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -897362.625000 Penalty: 3138.029297
	Iteration 39Q: 3 clusters Score -897362.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -897376.187500 Penalty: 3138.029297
	Iteration 40F: 3 clusters Score -897376.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -897387.562500 Penalty: 3138.029297
	Iteration 41Q: 3 clusters Score -897387.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -897392.812500 Penalty: 3138.029297
	Iteration 42Q: 3 clusters Score -897392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -897398.375000 Penalty: 3138.029297
	Iteration 43Q: 3 clusters Score -897398.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -897401.312500 Penalty: 3138.029297
	Iteration 44Q: 3 clusters Score -897401.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -897406.500000 Penalty: 3138.029297
	Iteration 45Q: 3 clusters Score -897406.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -897412.812500 Penalty: 3138.029297
	Iteration 46Q: 3 clusters Score -897412.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -897423.062500 Penalty: 3138.029297
	Iteration 47Q: 3 clusters Score -897423.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -897432.250000 Penalty: 3138.029297
	Iteration 48Q: 3 clusters Score -897432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -897441.812500 Penalty: 3138.029297
	Iteration 49Q: 3 clusters Score -897441.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -897452.812500 Penalty: 3138.029297
	Iteration 50Q: 3 clusters Score -897452.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -897456.562500 Penalty: 3138.029297
	Iteration 51Q: 3 clusters Score -897456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -897458.125000 Penalty: 3138.029297
	Iteration 52Q: 3 clusters Score -897458.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -897458.000000 Penalty: 3138.029297
	Iteration 53Q: 3 clusters Score -897458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -897458.000000 Penalty: 3138.029297
	Iteration 54F: 3 clusters Score -897458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Entering Unmasked Estep 
Score: -793234.687500 Penalty: 1548.287109
	Iteration 0F: 2 clusters Score -793234.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -783784.062500 Penalty: 3096.574219
	Iteration 0F: 3 clusters Score -783784.1 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -787056.187500 Penalty: 3096.574219
	Iteration 1F: 3 clusters Score -787056.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -787363.000000 Penalty: 3096.574219
	Iteration 2F: 3 clusters Score -787363 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -787635.937500 Penalty: 3096.574219
	Iteration 3Q: 3 clusters Score -787635.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -787890.187500 Penalty: 3096.574219
	Iteration 4Q: 3 clusters Score -787890.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -788141.062500 Penalty: 3096.574219
	Iteration 5Q: 3 clusters Score -788141.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -788385.250000 Penalty: 3096.574219
	Iteration 6Q: 3 clusters Score -788385.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -788667.812500 Penalty: 3096.574219
	Iteration 7Q: 3 clusters Score -788667.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -789015.250000 Penalty: 3096.574219
	Iteration 8Q: 3 clusters Score -789015.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -789383.750000 Penalty: 3096.574219
	Iteration 9Q: 3 clusters Score -789383.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -789683.875000 Penalty: 3096.574219
	Iteration 10Q: 3 clusters Score -789683.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -789915.937500 Penalty: 3096.574219
	Iteration 11Q: 3 clusters Score -789915.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -790079.062500 Penalty: 3096.574219
	Iteration 12Q: 3 clusters Score -790079.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -790193.312500 Penalty: 3096.574219
	Iteration 13Q: 3 clusters Score -790193.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -790270.562500 Penalty: 3096.574219
	Iteration 14Q: 3 clusters Score -790270.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -790335.375000 Penalty: 3096.574219
	Iteration 15Q: 3 clusters Score -790335.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -790378.500000 Penalty: 3096.574219
	Iteration 16Q: 3 clusters Score -790378.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -790407.812500 Penalty: 3096.574219
	Iteration 17Q: 3 clusters Score -790407.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -790437.312500 Penalty: 3096.574219
	Iteration 18Q: 3 clusters Score -790437.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -790464.750000 Penalty: 3096.574219
	Iteration 19Q: 3 clusters Score -790464.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -790487.812500 Penalty: 3096.574219
	Iteration 20F: 3 clusters Score -790487.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -790510.062500 Penalty: 3096.574219
	Iteration 21Q: 3 clusters Score -790510.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -790535.687500 Penalty: 3096.574219
	Iteration 22Q: 3 clusters Score -790535.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -790567.437500 Penalty: 3096.574219
	Iteration 23Q: 3 clusters Score -790567.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -790597.937500 Penalty: 3096.574219
	Iteration 24Q: 3 clusters Score -790597.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -790623.250000 Penalty: 3096.574219
	Iteration 25Q: 3 clusters Score -790623.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -790651.437500 Penalty: 3096.574219
	Iteration 26Q: 3 clusters Score -790651.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -790684.312500 Penalty: 3096.574219
	Iteration 27Q: 3 clusters Score -790684.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -790722.937500 Penalty: 3096.574219
	Iteration 28Q: 3 clusters Score -790722.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -790756.000000 Penalty: 3096.574219
	Iteration 29Q: 3 clusters Score -790756 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -790787.625000 Penalty: 3096.574219
	Iteration 30Q: 3 clusters Score -790787.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -790815.625000 Penalty: 3096.574219
	Iteration 31Q: 3 clusters Score -790815.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -790833.812500 Penalty: 3096.574219
	Iteration 32Q: 3 clusters Score -790833.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -790847.187500 Penalty: 3096.574219
	Iteration 33Q: 3 clusters Score -790847.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -790863.437500 Penalty: 3096.574219
	Iteration 34Q: 3 clusters Score -790863.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -790874.375000 Penalty: 3096.574219
	Iteration 35Q: 3 clusters Score -790874.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -790887.875000 Penalty: 3096.574219
	Iteration 36Q: 3 clusters Score -790887.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -790900.062500 Penalty: 3096.574219
	Iteration 37Q: 3 clusters Score -790900.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -790911.687500 Penalty: 3096.574219
	Iteration 38Q: 3 clusters Score -790911.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -790920.375000 Penalty: 3096.574219
	Iteration 39Q: 3 clusters Score -790920.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -790930.250000 Penalty: 3096.574219
	Iteration 40F: 3 clusters Score -790930.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -790943.750000 Penalty: 3096.574219
	Iteration 41Q: 3 clusters Score -790943.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -790955.500000 Penalty: 3096.574219
	Iteration 42Q: 3 clusters Score -790955.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -790967.937500 Penalty: 3096.574219
	Iteration 43Q: 3 clusters Score -790967.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -790982.437500 Penalty: 3096.574219
	Iteration 44Q: 3 clusters Score -790982.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -790995.500000 Penalty: 3096.574219
	Iteration 45Q: 3 clusters Score -790995.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -791009.437500 Penalty: 3096.574219
	Iteration 46Q: 3 clusters Score -791009.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -791025.812500 Penalty: 3096.574219
	Iteration 47Q: 3 clusters Score -791025.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -791043.812500 Penalty: 3096.574219
	Iteration 48Q: 3 clusters Score -791043.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -791063.500000 Penalty: 3096.574219
	Iteration 49Q: 3 clusters Score -791063.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -791080.812500 Penalty: 3096.574219
	Iteration 50Q: 3 clusters Score -791080.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -791105.062500 Penalty: 3096.574219
	Iteration 51Q: 3 clusters Score -791105.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -791124.937500 Penalty: 3096.574219
	Iteration 52Q: 3 clusters Score -791124.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -791141.812500 Penalty: 3096.574219
	Iteration 53Q: 3 clusters Score -791141.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -791158.812500 Penalty: 3096.574219
	Iteration 54Q: 3 clusters Score -791158.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -791168.312500 Penalty: 3096.574219
	Iteration 55Q: 3 clusters Score -791168.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -791182.187500 Penalty: 3096.574219
	Iteration 56Q: 3 clusters Score -791182.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -791198.687500 Penalty: 3096.574219
	Iteration 57Q: 3 clusters Score -791198.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -791214.375000 Penalty: 3096.574219
	Iteration 58Q: 3 clusters Score -791214.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -791229.000000 Penalty: 3096.574219
	Iteration 59Q: 3 clusters Score -791229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -791246.062500 Penalty: 3096.574219
	Iteration 60F: 3 clusters Score -791246.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -791268.312500 Penalty: 3096.574219
	Iteration 61Q: 3 clusters Score -791268.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -791290.250000 Penalty: 3096.574219
	Iteration 62Q: 3 clusters Score -791290.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -791313.062500 Penalty: 3096.574219
	Iteration 63Q: 3 clusters Score -791313.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -791338.000000 Penalty: 3096.574219
	Iteration 64Q: 3 clusters Score -791338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -791371.687500 Penalty: 3096.574219
	Iteration 65Q: 3 clusters Score -791371.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -791404.875000 Penalty: 3096.574219
	Iteration 66Q: 3 clusters Score -791404.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -791435.500000 Penalty: 3096.574219
	Iteration 67Q: 3 clusters Score -791435.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -791469.812500 Penalty: 3096.574219
	Iteration 68Q: 3 clusters Score -791469.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -791496.750000 Penalty: 3096.574219
	Iteration 69Q: 3 clusters Score -791496.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -791514.812500 Penalty: 3096.574219
	Iteration 70Q: 3 clusters Score -791514.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -791528.125000 Penalty: 3096.574219
	Iteration 71Q: 3 clusters Score -791528.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -791540.375000 Penalty: 3096.574219
	Iteration 72Q: 3 clusters Score -791540.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -791554.937500 Penalty: 3096.574219
	Iteration 73Q: 3 clusters Score -791554.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -791568.937500 Penalty: 3096.574219
	Iteration 74Q: 3 clusters Score -791568.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -791579.625000 Penalty: 3096.574219
	Iteration 75Q: 3 clusters Score -791579.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -791589.250000 Penalty: 3096.574219
	Iteration 76Q: 3 clusters Score -791589.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -791598.875000 Penalty: 3096.574219
	Iteration 77Q: 3 clusters Score -791598.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -791609.250000 Penalty: 3096.574219
	Iteration 78Q: 3 clusters Score -791609.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -791616.875000 Penalty: 3096.574219
	Iteration 79Q: 3 clusters Score -791616.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -791626.875000 Penalty: 3096.574219
	Iteration 80F: 3 clusters Score -791626.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -791635.062500 Penalty: 3096.574219
	Iteration 81Q: 3 clusters Score -791635.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -791645.437500 Penalty: 3096.574219
	Iteration 82Q: 3 clusters Score -791645.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -791655.687500 Penalty: 3096.574219
	Iteration 83Q: 3 clusters Score -791655.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -791662.125000 Penalty: 3096.574219
	Iteration 84Q: 3 clusters Score -791662.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -791667.375000 Penalty: 3096.574219
	Iteration 85Q: 3 clusters Score -791667.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -791672.937500 Penalty: 3096.574219
	Iteration 86Q: 3 clusters Score -791672.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -791681.437500 Penalty: 3096.574219
	Iteration 87Q: 3 clusters Score -791681.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -791691.312500 Penalty: 3096.574219
	Iteration 88Q: 3 clusters Score -791691.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -791702.437500 Penalty: 3096.574219
	Iteration 89Q: 3 clusters Score -791702.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -791711.562500 Penalty: 3096.574219
	Iteration 90Q: 3 clusters Score -791711.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -791728.062500 Penalty: 3096.574219
	Iteration 91Q: 3 clusters Score -791728.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -791744.812500 Penalty: 3096.574219
	Iteration 92Q: 3 clusters Score -791744.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -791757.562500 Penalty: 3096.574219
	Iteration 93Q: 3 clusters Score -791757.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -791766.437500 Penalty: 3096.574219
	Iteration 94Q: 3 clusters Score -791766.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -791777.812500 Penalty: 3096.574219
	Iteration 95Q: 3 clusters Score -791777.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -791785.062500 Penalty: 3096.574219
	Iteration 96Q: 3 clusters Score -791785.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -791793.562500 Penalty: 3096.574219
	Iteration 97Q: 3 clusters Score -791793.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -791805.187500 Penalty: 3096.574219
	Iteration 98Q: 3 clusters Score -791805.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -791817.937500 Penalty: 3096.574219
	Iteration 99Q: 3 clusters Score -791817.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -791829.187500 Penalty: 3096.574219
	Iteration 100F: 3 clusters Score -791829.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -791839.937500 Penalty: 3096.574219
	Iteration 101Q: 3 clusters Score -791839.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -791850.750000 Penalty: 3096.574219
	Iteration 102Q: 3 clusters Score -791850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -791856.312500 Penalty: 3096.574219
	Iteration 103Q: 3 clusters Score -791856.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -791864.937500 Penalty: 3096.574219
	Iteration 104Q: 3 clusters Score -791864.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -791874.312500 Penalty: 3096.574219
	Iteration 105Q: 3 clusters Score -791874.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -791884.187500 Penalty: 3096.574219
	Iteration 106Q: 3 clusters Score -791884.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -791894.187500 Penalty: 3096.574219
	Iteration 107Q: 3 clusters Score -791894.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -791900.062500 Penalty: 3096.574219
	Iteration 108Q: 3 clusters Score -791900.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -791904.750000 Penalty: 3096.574219
	Iteration 109Q: 3 clusters Score -791904.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -791906.625000 Penalty: 3096.574219
	Iteration 110Q: 3 clusters Score -791906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -791911.625000 Penalty: 3096.574219
	Iteration 111Q: 3 clusters Score -791911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -791917.875000 Penalty: 3096.574219
	Iteration 112Q: 3 clusters Score -791917.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -791921.187500 Penalty: 3096.574219
	Iteration 113Q: 3 clusters Score -791921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -791926.187500 Penalty: 3096.574219
	Iteration 114Q: 3 clusters Score -791926.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -791929.000000 Penalty: 3096.574219
	Iteration 115Q: 3 clusters Score -791929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -791928.750000 Penalty: 3096.574219
	Iteration 116Q: 3 clusters Score -791928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -791930.750000 Penalty: 3096.574219
	Iteration 117Q: 3 clusters Score -791930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -791932.062500 Penalty: 3096.574219
	Iteration 118Q: 3 clusters Score -791932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -791933.875000 Penalty: 3096.574219
	Iteration 119Q: 3 clusters Score -791933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -791937.000000 Penalty: 3096.574219
	Iteration 120F: 3 clusters Score -791937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -791937.250000 Penalty: 3096.574219
	Iteration 121Q: 3 clusters Score -791937.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -791941.000000 Penalty: 3096.574219
	Iteration 122Q: 3 clusters Score -791941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -791942.125000 Penalty: 3096.574219
	Iteration 123Q: 3 clusters Score -791942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -791942.000000 Penalty: 3096.574219
	Iteration 124Q: 3 clusters Score -791942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -791942.000000 Penalty: 3096.574219
	Iteration 125F: 3 clusters Score -791942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Entering Unmasked Estep 
Score: -238912.187500 Penalty: 1361.786865
	Iteration 0F: 2 clusters Score -238912.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -235327.250000 Penalty: 2723.573730
	Iteration 0F: 3 clusters Score -235327.2 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -236342.359375 Penalty: 2723.573730
	Iteration 1F: 3 clusters Score -236342.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -236575.843750 Penalty: 2723.573730
	Iteration 2F: 3 clusters Score -236575.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -236742.328125 Penalty: 2723.573730
	Iteration 3F: 3 clusters Score -236742.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -236878.406250 Penalty: 2723.573730
	Iteration 4F: 3 clusters Score -236878.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -236996.296875 Penalty: 2723.573730
	Iteration 5Q: 3 clusters Score -236996.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -237102.265625 Penalty: 2723.573730
	Iteration 6Q: 3 clusters Score -237102.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -237188.640625 Penalty: 2723.573730
	Iteration 7Q: 3 clusters Score -237188.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -237271.187500 Penalty: 2723.573730
	Iteration 8Q: 3 clusters Score -237271.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -237329.828125 Penalty: 2723.573730
	Iteration 9Q: 3 clusters Score -237329.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -237371.281250 Penalty: 2723.573730
	Iteration 10Q: 3 clusters Score -237371.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -237397.312500 Penalty: 2723.573730
	Iteration 11Q: 3 clusters Score -237397.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -237421.343750 Penalty: 2723.573730
	Iteration 12Q: 3 clusters Score -237421.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -237446.093750 Penalty: 2723.573730
	Iteration 13Q: 3 clusters Score -237446.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -237468.046875 Penalty: 2723.573730
	Iteration 14Q: 3 clusters Score -237468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -237484.015625 Penalty: 2723.573730
	Iteration 15Q: 3 clusters Score -237484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -237502.296875 Penalty: 2723.573730
	Iteration 16Q: 3 clusters Score -237502.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -237519.125000 Penalty: 2723.573730
	Iteration 17Q: 3 clusters Score -237519.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -237531.921875 Penalty: 2723.573730
	Iteration 18Q: 3 clusters Score -237531.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -237546.250000 Penalty: 2723.573730
	Iteration 19Q: 3 clusters Score -237546.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -237560.718750 Penalty: 2723.573730
	Iteration 20F: 3 clusters Score -237560.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -237572.781250 Penalty: 2723.573730
	Iteration 21Q: 3 clusters Score -237572.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -237581.125000 Penalty: 2723.573730
	Iteration 22Q: 3 clusters Score -237581.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -237586.062500 Penalty: 2723.573730
	Iteration 23Q: 3 clusters Score -237586.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -237590.562500 Penalty: 2723.573730
	Iteration 24Q: 3 clusters Score -237590.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -237595.593750 Penalty: 2723.573730
	Iteration 25Q: 3 clusters Score -237595.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -237601.093750 Penalty: 2723.573730
	Iteration 26Q: 3 clusters Score -237601.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -237605.906250 Penalty: 2723.573730
	Iteration 27Q: 3 clusters Score -237605.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -237609.671875 Penalty: 2723.573730
	Iteration 28Q: 3 clusters Score -237609.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -237612.546875 Penalty: 2723.573730
	Iteration 29Q: 3 clusters Score -237612.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -237617.843750 Penalty: 2723.573730
	Iteration 30Q: 3 clusters Score -237617.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -237621.140625 Penalty: 2723.573730
	Iteration 31Q: 3 clusters Score -237621.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -237623.765625 Penalty: 2723.573730
	Iteration 32Q: 3 clusters Score -237623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -237626.140625 Penalty: 2723.573730
	Iteration 33Q: 3 clusters Score -237626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -237627.828125 Penalty: 2723.573730
	Iteration 34Q: 3 clusters Score -237627.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -237630.750000 Penalty: 2723.573730
	Iteration 35Q: 3 clusters Score -237630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -237632.062500 Penalty: 2723.573730
	Iteration 36Q: 3 clusters Score -237632.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -237633.078125 Penalty: 2723.573730
	Iteration 37Q: 3 clusters Score -237633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -237633.593750 Penalty: 2723.573730
	Iteration 38Q: 3 clusters Score -237633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -237634.875000 Penalty: 2723.573730
	Iteration 39Q: 3 clusters Score -237634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -237635.875000 Penalty: 2723.573730
	Iteration 40F: 3 clusters Score -237635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -237636.406250 Penalty: 2723.573730
	Iteration 41Q: 3 clusters Score -237636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -237637.796875 Penalty: 2723.573730
	Iteration 42Q: 3 clusters Score -237637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -237638.500000 Penalty: 2723.573730
	Iteration 43Q: 3 clusters Score -237638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -237640.234375 Penalty: 2723.573730
	Iteration 44Q: 3 clusters Score -237640.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -237641.953125 Penalty: 2723.573730
	Iteration 45Q: 3 clusters Score -237642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -237643.500000 Penalty: 2723.573730
	Iteration 46Q: 3 clusters Score -237643.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -237645.671875 Penalty: 2723.573730
	Iteration 47Q: 3 clusters Score -237645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -237647.093750 Penalty: 2723.573730
	Iteration 48Q: 3 clusters Score -237647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -237647.343750 Penalty: 2723.573730
	Iteration 49Q: 3 clusters Score -237647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -237649.250000 Penalty: 2723.573730
	Iteration 50Q: 3 clusters Score -237649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -237651.359375 Penalty: 2723.573730
	Iteration 51Q: 3 clusters Score -237651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -237653.390625 Penalty: 2723.573730
	Iteration 52Q: 3 clusters Score -237653.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -237656.265625 Penalty: 2723.573730
	Iteration 53Q: 3 clusters Score -237656.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -237661.375000 Penalty: 2723.573730
	Iteration 54Q: 3 clusters Score -237661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -237663.859375 Penalty: 2723.573730
	Iteration 55Q: 3 clusters Score -237663.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -237667.765625 Penalty: 2723.573730
	Iteration 56Q: 3 clusters Score -237667.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -237673.265625 Penalty: 2723.573730
	Iteration 57Q: 3 clusters Score -237673.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -237679.671875 Penalty: 2723.573730
	Iteration 58Q: 3 clusters Score -237679.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -237682.859375 Penalty: 2723.573730
	Iteration 59Q: 3 clusters Score -237682.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -237687.781250 Penalty: 2723.573730
	Iteration 60F: 3 clusters Score -237687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -237690.234375 Penalty: 2723.573730
	Iteration 61Q: 3 clusters Score -237690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -237692.468750 Penalty: 2723.573730
	Iteration 62Q: 3 clusters Score -237692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -237693.750000 Penalty: 2723.573730
	Iteration 63Q: 3 clusters Score -237693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -237696.687500 Penalty: 2723.573730
	Iteration 64Q: 3 clusters Score -237696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -237698.921875 Penalty: 2723.573730
	Iteration 65Q: 3 clusters Score -237698.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -237700.875000 Penalty: 2723.573730
	Iteration 66Q: 3 clusters Score -237700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -237702.953125 Penalty: 2723.573730
	Iteration 67Q: 3 clusters Score -237703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -237705.531250 Penalty: 2723.573730
	Iteration 68Q: 3 clusters Score -237705.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -237710.734375 Penalty: 2723.573730
	Iteration 69Q: 3 clusters Score -237710.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -237715.343750 Penalty: 2723.573730
	Iteration 70Q: 3 clusters Score -237715.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -237721.015625 Penalty: 2723.573730
	Iteration 71Q: 3 clusters Score -237721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -237726.062500 Penalty: 2723.573730
	Iteration 72Q: 3 clusters Score -237726.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -237729.171875 Penalty: 2723.573730
	Iteration 73Q: 3 clusters Score -237729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -237731.296875 Penalty: 2723.573730
	Iteration 74Q: 3 clusters Score -237731.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -237733.078125 Penalty: 2723.573730
	Iteration 75Q: 3 clusters Score -237733.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -237734.703125 Penalty: 2723.573730
	Iteration 76Q: 3 clusters Score -237734.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -237736.437500 Penalty: 2723.573730
	Iteration 77Q: 3 clusters Score -237736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -237739.109375 Penalty: 2723.573730
	Iteration 78Q: 3 clusters Score -237739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -237740.718750 Penalty: 2723.573730
	Iteration 79Q: 3 clusters Score -237740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -237741.468750 Penalty: 2723.573730
	Iteration 80F: 3 clusters Score -237741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -237741.515625 Penalty: 2723.573730
	Iteration 81Q: 3 clusters Score -237741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -237741.515625 Penalty: 2723.573730
	Iteration 82F: 3 clusters Score -237741.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1022627.562500 Penalty: 1589.418579
	Iteration 0F: 2 clusters Score -1022628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1010511.125000 Penalty: 3178.837158
	Iteration 0F: 3 clusters Score -1010511 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1014839.937500 Penalty: 3178.837158
	Iteration 1F: 3 clusters Score -1014840 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1015217.375000 Penalty: 3178.837158
	Iteration 2F: 3 clusters Score -1015217 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1015592.937500 Penalty: 3178.837158
	Iteration 3Q: 3 clusters Score -1015593 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1016025.750000 Penalty: 3178.837158
	Iteration 4F: 3 clusters Score -1016026 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1016515.062500 Penalty: 3178.837158
	Iteration 5F: 3 clusters Score -1016515 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1017041.875000 Penalty: 3178.837158
	Iteration 6F: 3 clusters Score -1017042 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1017569.562500 Penalty: 3178.837158
	Iteration 7F: 3 clusters Score -1017570 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1018098.500000 Penalty: 3178.837158
	Iteration 8Q: 3 clusters Score -1018098 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1018563.625000 Penalty: 3178.837158
	Iteration 9Q: 3 clusters Score -1018564 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1018976.625000 Penalty: 3178.837158
	Iteration 10Q: 3 clusters Score -1018977 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1019340.625000 Penalty: 3178.837158
	Iteration 11Q: 3 clusters Score -1019341 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1019622.062500 Penalty: 3178.837158
	Iteration 12Q: 3 clusters Score -1019622 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1019836.437500 Penalty: 3178.837158
	Iteration 13Q: 3 clusters Score -1019836 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1019995.062500 Penalty: 3178.837158
	Iteration 14Q: 3 clusters Score -1019995 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1020119.500000 Penalty: 3178.837158
	Iteration 15Q: 3 clusters Score -1020120 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1020225.625000 Penalty: 3178.837158
	Iteration 16Q: 3 clusters Score -1020226 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1020292.750000 Penalty: 3178.837158
	Iteration 17Q: 3 clusters Score -1020293 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1020332.375000 Penalty: 3178.837158
	Iteration 18Q: 3 clusters Score -1020332 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1020371.750000 Penalty: 3178.837158
	Iteration 19Q: 3 clusters Score -1020372 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1020399.437500 Penalty: 3178.837158
	Iteration 20F: 3 clusters Score -1020399 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1020415.812500 Penalty: 3178.837158
	Iteration 21Q: 3 clusters Score -1020416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1020432.125000 Penalty: 3178.837158
	Iteration 22Q: 3 clusters Score -1020432 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1020446.500000 Penalty: 3178.837158
	Iteration 23Q: 3 clusters Score -1020446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1020453.625000 Penalty: 3178.837158
	Iteration 24Q: 3 clusters Score -1020454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1020462.125000 Penalty: 3178.837158
	Iteration 25Q: 3 clusters Score -1020462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1020467.812500 Penalty: 3178.837158
	Iteration 26Q: 3 clusters Score -1020468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1020473.000000 Penalty: 3178.837158
	Iteration 27Q: 3 clusters Score -1020473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1020476.750000 Penalty: 3178.837158
	Iteration 28Q: 3 clusters Score -1020477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1020482.000000 Penalty: 3178.837158
	Iteration 29Q: 3 clusters Score -1020482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1020484.937500 Penalty: 3178.837158
	Iteration 30Q: 3 clusters Score -1020485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1020486.187500 Penalty: 3178.837158
	Iteration 31Q: 3 clusters Score -1020486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1020484.375000 Penalty: 3178.837158
	Iteration 32Q: 3 clusters Score -1020484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1020487.375000 Penalty: 3178.837158
	Iteration 33Q: 3 clusters Score -1020487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1020487.562500 Penalty: 3178.837158
	Iteration 34Q: 3 clusters Score -1020488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1020490.000000 Penalty: 3178.837158
	Iteration 35Q: 3 clusters Score -1020490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1020493.312500 Penalty: 3178.837158
	Iteration 36Q: 3 clusters Score -1020493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1020495.562500 Penalty: 3178.837158
	Iteration 37Q: 3 clusters Score -1020496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1020495.687500 Penalty: 3178.837158
	Iteration 38Q: 3 clusters Score -1020496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1020494.187500 Penalty: 3178.837158
	Iteration 39Q: 3 clusters Score -1020494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1020497.500000 Penalty: 3178.837158
	Iteration 40F: 3 clusters Score -1020498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1020495.500000 Penalty: 3178.837158
	Iteration 41Q: 3 clusters Score -1020496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1020495.312500 Penalty: 3178.837158
	Iteration 42Q: 3 clusters Score -1020495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1020496.437500 Penalty: 3178.837158
	Iteration 43Q: 3 clusters Score -1020496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1020499.375000 Penalty: 3178.837158
	Iteration 44Q: 3 clusters Score -1020499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1020501.875000 Penalty: 3178.837158
	Iteration 45Q: 3 clusters Score -1020502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1020501.687500 Penalty: 3178.837158
	Iteration 46Q: 3 clusters Score -1020502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1020500.750000 Penalty: 3178.837158
	Iteration 47Q: 3 clusters Score -1020501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1020502.750000 Penalty: 3178.837158
	Iteration 48Q: 3 clusters Score -1020503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1020504.187500 Penalty: 3178.837158
	Iteration 49Q: 3 clusters Score -1020504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1020504.750000 Penalty: 3178.837158
	Iteration 50Q: 3 clusters Score -1020505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1020506.875000 Penalty: 3178.837158
	Iteration 51Q: 3 clusters Score -1020507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1020509.375000 Penalty: 3178.837158
	Iteration 52Q: 3 clusters Score -1020509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1020507.625000 Penalty: 3178.837158
	Iteration 53Q: 3 clusters Score -1020508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1020509.312500 Penalty: 3178.837158
	Iteration 54Q: 3 clusters Score -1020509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1020511.500000 Penalty: 3178.837158
	Iteration 55Q: 3 clusters Score -1020512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1020509.937500 Penalty: 3178.837158
	Iteration 56Q: 3 clusters Score -1020510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1020511.312500 Penalty: 3178.837158
	Iteration 57Q: 3 clusters Score -1020511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1020510.062500 Penalty: 3178.837158
	Iteration 58Q: 3 clusters Score -1020510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1020510.000000 Penalty: 3178.837158
	Iteration 59Q: 3 clusters Score -1020510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1020509.937500 Penalty: 3178.837158
	Iteration 60F: 3 clusters Score -1020510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1020509.687500 Penalty: 3178.837158
	Iteration 61Q: 3 clusters Score -1020510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1020509.687500 Penalty: 3178.837158
	Iteration 62F: 3 clusters Score -1020510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Entering Unmasked Estep 
Score: -5380622.500000 Penalty: 1857.428101
	Iteration 0F: 2 clusters Score -5380622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -5318872.500000 Penalty: 3714.856201
	Iteration 0F: 3 clusters Score -5318872 nChanged 43895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -5345767.000000 Penalty: 3714.856201
	Iteration 1F: 3 clusters Score -5345767 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -5348592.000000 Penalty: 3714.856201
	Iteration 2F: 3 clusters Score -5348592 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -5353087.000000 Penalty: 3714.856201
	Iteration 3F: 3 clusters Score -5353087 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -5358157.500000 Penalty: 3714.856201
	Iteration 4F: 3 clusters Score -5358158 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -5362794.500000 Penalty: 3714.856201
	Iteration 5F: 3 clusters Score -5362794 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -5366462.000000 Penalty: 3714.856201
	Iteration 6F: 3 clusters Score -5366462 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -5369408.500000 Penalty: 3714.856201
	Iteration 7Q: 3 clusters Score -5369408 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -5371946.500000 Penalty: 3714.856201
	Iteration 8Q: 3 clusters Score -5371946 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -5374026.500000 Penalty: 3714.856201
	Iteration 9Q: 3 clusters Score -5374026 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -5375609.000000 Penalty: 3714.856201
	Iteration 10Q: 3 clusters Score -5375609 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -5376723.500000 Penalty: 3714.856201
	Iteration 11Q: 3 clusters Score -5376724 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -5377521.500000 Penalty: 3714.856201
	Iteration 12Q: 3 clusters Score -5377522 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -5377983.000000 Penalty: 3714.856201
	Iteration 13Q: 3 clusters Score -5377983 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -5378308.000000 Penalty: 3714.856201
	Iteration 14Q: 3 clusters Score -5378308 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -5378530.000000 Penalty: 3714.856201
	Iteration 15Q: 3 clusters Score -5378530 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -5378657.000000 Penalty: 3714.856201
	Iteration 16Q: 3 clusters Score -5378657 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -5378743.500000 Penalty: 3714.856201
	Iteration 17Q: 3 clusters Score -5378744 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -5378826.500000 Penalty: 3714.856201
	Iteration 18Q: 3 clusters Score -5378826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -5378871.500000 Penalty: 3714.856201
	Iteration 19Q: 3 clusters Score -5378872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -5378879.000000 Penalty: 3714.856201
	Iteration 20F: 3 clusters Score -5378879 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -5378910.500000 Penalty: 3714.856201
	Iteration 21Q: 3 clusters Score -5378910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -5378929.000000 Penalty: 3714.856201
	Iteration 22Q: 3 clusters Score -5378929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -5378941.000000 Penalty: 3714.856201
	Iteration 23Q: 3 clusters Score -5378941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -5378951.000000 Penalty: 3714.856201
	Iteration 24Q: 3 clusters Score -5378951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -5378959.500000 Penalty: 3714.856201
	Iteration 25Q: 3 clusters Score -5378960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 91313 members 
Entering Unmasked Estep 
Score: -5378958.000000 Penalty: 3714.856201
	Iteration 26Q: 3 clusters Score -5378958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -5378974.000000 Penalty: 3714.856201
	Iteration 27Q: 3 clusters Score -5378974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -5378971.000000 Penalty: 3714.856201
	Iteration 28Q: 3 clusters Score -5378971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 91337 members 
Entering Unmasked Estep 
Score: -5378970.000000 Penalty: 3714.856201
	Iteration 29Q: 3 clusters Score -5378970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -5378972.500000 Penalty: 3714.856201
	Iteration 30Q: 3 clusters Score -5378972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -5378971.500000 Penalty: 3714.856201
	Iteration 31Q: 3 clusters Score -5378972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -5378980.000000 Penalty: 3714.856201
	Iteration 32Q: 3 clusters Score -5378980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -5378983.500000 Penalty: 3714.856201
	Iteration 33Q: 3 clusters Score -5378984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -5378991.000000 Penalty: 3714.856201
	Iteration 34Q: 3 clusters Score -5378991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -5378992.000000 Penalty: 3714.856201
	Iteration 35Q: 3 clusters Score -5378992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -5378991.000000 Penalty: 3714.856201
	Iteration 36Q: 3 clusters Score -5378991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -5378996.500000 Penalty: 3714.856201
	Iteration 37Q: 3 clusters Score -5378996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -5378996.500000 Penalty: 3714.856201
	Iteration 38F: 3 clusters Score -5378996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Entering Unmasked Estep 
Score: -551497.750000 Penalty: 1501.325806
	Iteration 0F: 2 clusters Score -551497.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -544149.000000 Penalty: 3002.651611
	Iteration 0F: 3 clusters Score -544149 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -546597.500000 Penalty: 3002.651611
	Iteration 1F: 3 clusters Score -546597.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -546918.125000 Penalty: 3002.651611
	Iteration 2F: 3 clusters Score -546918.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -547189.000000 Penalty: 3002.651611
	Iteration 3F: 3 clusters Score -547189 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -547465.687500 Penalty: 3002.651611
	Iteration 4F: 3 clusters Score -547465.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -547761.187500 Penalty: 3002.651611
	Iteration 5Q: 3 clusters Score -547761.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -548048.187500 Penalty: 3002.651611
	Iteration 6Q: 3 clusters Score -548048.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -548342.250000 Penalty: 3002.651611
	Iteration 7Q: 3 clusters Score -548342.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -548651.000000 Penalty: 3002.651611
	Iteration 8Q: 3 clusters Score -548651 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -548965.312500 Penalty: 3002.651611
	Iteration 9Q: 3 clusters Score -548965.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -549275.250000 Penalty: 3002.651611
	Iteration 10Q: 3 clusters Score -549275.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -549550.250000 Penalty: 3002.651611
	Iteration 11Q: 3 clusters Score -549550.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -549750.937500 Penalty: 3002.651611
	Iteration 12Q: 3 clusters Score -549750.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -549927.437500 Penalty: 3002.651611
	Iteration 13Q: 3 clusters Score -549927.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -550089.000000 Penalty: 3002.651611
	Iteration 14Q: 3 clusters Score -550089 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -550227.312500 Penalty: 3002.651611
	Iteration 15Q: 3 clusters Score -550227.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -550357.375000 Penalty: 3002.651611
	Iteration 16Q: 3 clusters Score -550357.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -550477.437500 Penalty: 3002.651611
	Iteration 17Q: 3 clusters Score -550477.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -550566.875000 Penalty: 3002.651611
	Iteration 18Q: 3 clusters Score -550566.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -550616.750000 Penalty: 3002.651611
	Iteration 19Q: 3 clusters Score -550616.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -550643.500000 Penalty: 3002.651611
	Iteration 20F: 3 clusters Score -550643.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -550657.312500 Penalty: 3002.651611
	Iteration 21Q: 3 clusters Score -550657.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -550666.062500 Penalty: 3002.651611
	Iteration 22Q: 3 clusters Score -550666.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -550668.500000 Penalty: 3002.651611
	Iteration 23Q: 3 clusters Score -550668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -550670.750000 Penalty: 3002.651611
	Iteration 24Q: 3 clusters Score -550670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -550671.750000 Penalty: 3002.651611
	Iteration 25Q: 3 clusters Score -550671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -550671.812500 Penalty: 3002.651611
	Iteration 26Q: 3 clusters Score -550671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -550671.812500 Penalty: 3002.651611
	Iteration 27F: 3 clusters Score -550671.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -103577.546875 Penalty: 1230.364502
	Iteration 0F: 2 clusters Score -103577.5 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 968 members 
Entering Unmasked Estep 
Score: -101493.773438 Penalty: 2460.729004
	Iteration 0F: 3 clusters Score -101493.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -101964.968750 Penalty: 2460.729004
	Iteration 1F: 3 clusters Score -101965 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -102129.421875 Penalty: 2460.729004
	Iteration 2F: 3 clusters Score -102129.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -102291.140625 Penalty: 2460.729004
	Iteration 3F: 3 clusters Score -102291.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -102425.046875 Penalty: 2460.729004
	Iteration 4F: 3 clusters Score -102425 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -102531.804688 Penalty: 2460.729004
	Iteration 5Q: 3 clusters Score -102531.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -102634.765625 Penalty: 2460.729004
	Iteration 6Q: 3 clusters Score -102634.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -102731.703125 Penalty: 2460.729004
	Iteration 7Q: 3 clusters Score -102731.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -102811.945312 Penalty: 2460.729004
	Iteration 8Q: 3 clusters Score -102811.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -102882.882812 Penalty: 2460.729004
	Iteration 9Q: 3 clusters Score -102882.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -102968.601562 Penalty: 2460.729004
	Iteration 10Q: 3 clusters Score -102968.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -103085.546875 Penalty: 2460.729004
	Iteration 11Q: 3 clusters Score -103085.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -103152.773438 Penalty: 2460.729004
	Iteration 12Q: 3 clusters Score -103152.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -103185.148438 Penalty: 2460.729004
	Iteration 13Q: 3 clusters Score -103185.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -103204.039062 Penalty: 2460.729004
	Iteration 14Q: 3 clusters Score -103204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -103219.929688 Penalty: 2460.729004
	Iteration 15Q: 3 clusters Score -103219.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -103228.015625 Penalty: 2460.729004
	Iteration 16Q: 3 clusters Score -103228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -103228.828125 Penalty: 2460.729004
	Iteration 17Q: 3 clusters Score -103228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -103229.718750 Penalty: 2460.729004
	Iteration 18Q: 3 clusters Score -103229.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -103229.718750 Penalty: 2460.729004
	Iteration 19F: 3 clusters Score -103229.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Entering Unmasked Estep 
Score: -542966.312500 Penalty: 1494.092285
	Iteration 0F: 2 clusters Score -542966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -535901.375000 Penalty: 2988.184570
	Iteration 0F: 3 clusters Score -535901.4 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -538372.937500 Penalty: 2988.184570
	Iteration 1F: 3 clusters Score -538372.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -538788.812500 Penalty: 2988.184570
	Iteration 2F: 3 clusters Score -538788.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -539214.625000 Penalty: 2988.184570
	Iteration 3F: 3 clusters Score -539214.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -539696.000000 Penalty: 2988.184570
	Iteration 4F: 3 clusters Score -539696 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -540151.312500 Penalty: 2988.184570
	Iteration 5F: 3 clusters Score -540151.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -540611.250000 Penalty: 2988.184570
	Iteration 6F: 3 clusters Score -540611.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -541044.125000 Penalty: 2988.184570
	Iteration 7F: 3 clusters Score -541044.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -541352.187500 Penalty: 2988.184570
	Iteration 8Q: 3 clusters Score -541352.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -541533.250000 Penalty: 2988.184570
	Iteration 9Q: 3 clusters Score -541533.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -541631.500000 Penalty: 2988.184570
	Iteration 10Q: 3 clusters Score -541631.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -541696.687500 Penalty: 2988.184570
	Iteration 11Q: 3 clusters Score -541696.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -541753.500000 Penalty: 2988.184570
	Iteration 12Q: 3 clusters Score -541753.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -541794.187500 Penalty: 2988.184570
	Iteration 13Q: 3 clusters Score -541794.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -541825.187500 Penalty: 2988.184570
	Iteration 14Q: 3 clusters Score -541825.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -541860.062500 Penalty: 2988.184570
	Iteration 15Q: 3 clusters Score -541860.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -541891.750000 Penalty: 2988.184570
	Iteration 16Q: 3 clusters Score -541891.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -541923.000000 Penalty: 2988.184570
	Iteration 17Q: 3 clusters Score -541923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -541953.062500 Penalty: 2988.184570
	Iteration 18Q: 3 clusters Score -541953.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -541987.937500 Penalty: 2988.184570
	Iteration 19Q: 3 clusters Score -541987.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -542020.562500 Penalty: 2988.184570
	Iteration 20F: 3 clusters Score -542020.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -542048.500000 Penalty: 2988.184570
	Iteration 21Q: 3 clusters Score -542048.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -542082.937500 Penalty: 2988.184570
	Iteration 22Q: 3 clusters Score -542082.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -542115.875000 Penalty: 2988.184570
	Iteration 23Q: 3 clusters Score -542115.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -542157.625000 Penalty: 2988.184570
	Iteration 24Q: 3 clusters Score -542157.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -542199.125000 Penalty: 2988.184570
	Iteration 25Q: 3 clusters Score -542199.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -542244.750000 Penalty: 2988.184570
	Iteration 26Q: 3 clusters Score -542244.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -542288.625000 Penalty: 2988.184570
	Iteration 27Q: 3 clusters Score -542288.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -542326.875000 Penalty: 2988.184570
	Iteration 28Q: 3 clusters Score -542326.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -542371.750000 Penalty: 2988.184570
	Iteration 29Q: 3 clusters Score -542371.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -542413.437500 Penalty: 2988.184570
	Iteration 30Q: 3 clusters Score -542413.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -542451.500000 Penalty: 2988.184570
	Iteration 31Q: 3 clusters Score -542451.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -542476.500000 Penalty: 2988.184570
	Iteration 32Q: 3 clusters Score -542476.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -542495.687500 Penalty: 2988.184570
	Iteration 33Q: 3 clusters Score -542495.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -542512.437500 Penalty: 2988.184570
	Iteration 34Q: 3 clusters Score -542512.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -542530.750000 Penalty: 2988.184570
	Iteration 35Q: 3 clusters Score -542530.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -542545.937500 Penalty: 2988.184570
	Iteration 36Q: 3 clusters Score -542545.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -542557.750000 Penalty: 2988.184570
	Iteration 37Q: 3 clusters Score -542557.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -542564.625000 Penalty: 2988.184570
	Iteration 38Q: 3 clusters Score -542564.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -542570.437500 Penalty: 2988.184570
	Iteration 39Q: 3 clusters Score -542570.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -542573.000000 Penalty: 2988.184570
	Iteration 40F: 3 clusters Score -542573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -542577.937500 Penalty: 2988.184570
	Iteration 41Q: 3 clusters Score -542577.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -542580.625000 Penalty: 2988.184570
	Iteration 42Q: 3 clusters Score -542580.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -542581.187500 Penalty: 2988.184570
	Iteration 43Q: 3 clusters Score -542581.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -542583.687500 Penalty: 2988.184570
	Iteration 44Q: 3 clusters Score -542583.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -542586.687500 Penalty: 2988.184570
	Iteration 45Q: 3 clusters Score -542586.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -542588.562500 Penalty: 2988.184570
	Iteration 46Q: 3 clusters Score -542588.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -542592.812500 Penalty: 2988.184570
	Iteration 47Q: 3 clusters Score -542592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -542594.750000 Penalty: 2988.184570
	Iteration 48Q: 3 clusters Score -542594.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -542598.937500 Penalty: 2988.184570
	Iteration 49Q: 3 clusters Score -542598.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -542602.375000 Penalty: 2988.184570
	Iteration 50Q: 3 clusters Score -542602.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -542605.000000 Penalty: 2988.184570
	Iteration 51Q: 3 clusters Score -542605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -542605.625000 Penalty: 2988.184570
	Iteration 52Q: 3 clusters Score -542605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -542605.437500 Penalty: 2988.184570
	Iteration 53Q: 3 clusters Score -542605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -542605.312500 Penalty: 2988.184570
	Iteration 54Q: 3 clusters Score -542605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -542605.937500 Penalty: 2988.184570
	Iteration 55Q: 3 clusters Score -542605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -542607.187500 Penalty: 2988.184570
	Iteration 56Q: 3 clusters Score -542607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -542607.937500 Penalty: 2988.184570
	Iteration 57Q: 3 clusters Score -542607.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -542606.687500 Penalty: 2988.184570
	Iteration 58Q: 3 clusters Score -542606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -542608.125000 Penalty: 2988.184570
	Iteration 59Q: 3 clusters Score -542608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -542607.500000 Penalty: 2988.184570
	Iteration 60F: 3 clusters Score -542607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -542608.437500 Penalty: 2988.184570
	Iteration 61Q: 3 clusters Score -542608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -542608.250000 Penalty: 2988.184570
	Iteration 62Q: 3 clusters Score -542608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -542607.437500 Penalty: 2988.184570
	Iteration 63Q: 3 clusters Score -542607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -542608.062500 Penalty: 2988.184570
	Iteration 64Q: 3 clusters Score -542608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -542608.562500 Penalty: 2988.184570
	Iteration 65Q: 3 clusters Score -542608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -542609.250000 Penalty: 2988.184570
	Iteration 66Q: 3 clusters Score -542609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -542607.500000 Penalty: 2988.184570
	Iteration 67Q: 3 clusters Score -542607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -542607.500000 Penalty: 2988.184570
	Iteration 68F: 3 clusters Score -542607.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Entering Unmasked Estep 
Score: -609753.375000 Penalty: 1514.951050
	Iteration 0F: 2 clusters Score -609753.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -601828.000000 Penalty: 3029.902100
	Iteration 0F: 3 clusters Score -601828 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -604603.687500 Penalty: 3029.902100
	Iteration 1F: 3 clusters Score -604603.7 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -604988.562500 Penalty: 3029.902100
	Iteration 2F: 3 clusters Score -604988.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -605323.687500 Penalty: 3029.902100
	Iteration 3F: 3 clusters Score -605323.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -605622.625000 Penalty: 3029.902100
	Iteration 4Q: 3 clusters Score -605622.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -605865.000000 Penalty: 3029.902100
	Iteration 5Q: 3 clusters Score -605865 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -606124.062500 Penalty: 3029.902100
	Iteration 6Q: 3 clusters Score -606124.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -606411.687500 Penalty: 3029.902100
	Iteration 7Q: 3 clusters Score -606411.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -606702.437500 Penalty: 3029.902100
	Iteration 8Q: 3 clusters Score -606702.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -606999.562500 Penalty: 3029.902100
	Iteration 9Q: 3 clusters Score -606999.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -607263.500000 Penalty: 3029.902100
	Iteration 10Q: 3 clusters Score -607263.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -607459.750000 Penalty: 3029.902100
	Iteration 11Q: 3 clusters Score -607459.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -607576.500000 Penalty: 3029.902100
	Iteration 12Q: 3 clusters Score -607576.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -607657.875000 Penalty: 3029.902100
	Iteration 13Q: 3 clusters Score -607657.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -607718.062500 Penalty: 3029.902100
	Iteration 14Q: 3 clusters Score -607718.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -607765.062500 Penalty: 3029.902100
	Iteration 15Q: 3 clusters Score -607765.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -607798.875000 Penalty: 3029.902100
	Iteration 16Q: 3 clusters Score -607798.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -607824.312500 Penalty: 3029.902100
	Iteration 17Q: 3 clusters Score -607824.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -607840.312500 Penalty: 3029.902100
	Iteration 18Q: 3 clusters Score -607840.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -607858.437500 Penalty: 3029.902100
	Iteration 19Q: 3 clusters Score -607858.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -607880.375000 Penalty: 3029.902100
	Iteration 20F: 3 clusters Score -607880.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -607899.562500 Penalty: 3029.902100
	Iteration 21Q: 3 clusters Score -607899.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -607918.812500 Penalty: 3029.902100
	Iteration 22Q: 3 clusters Score -607918.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -607931.937500 Penalty: 3029.902100
	Iteration 23Q: 3 clusters Score -607931.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -607947.687500 Penalty: 3029.902100
	Iteration 24Q: 3 clusters Score -607947.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -607961.937500 Penalty: 3029.902100
	Iteration 25Q: 3 clusters Score -607961.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -607979.062500 Penalty: 3029.902100
	Iteration 26Q: 3 clusters Score -607979.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -607998.812500 Penalty: 3029.902100
	Iteration 27Q: 3 clusters Score -607998.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -608024.312500 Penalty: 3029.902100
	Iteration 28Q: 3 clusters Score -608024.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -608054.062500 Penalty: 3029.902100
	Iteration 29Q: 3 clusters Score -608054.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -608087.687500 Penalty: 3029.902100
	Iteration 30Q: 3 clusters Score -608087.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -608134.000000 Penalty: 3029.902100
	Iteration 31Q: 3 clusters Score -608134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -608178.875000 Penalty: 3029.902100
	Iteration 32Q: 3 clusters Score -608178.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -608214.875000 Penalty: 3029.902100
	Iteration 33Q: 3 clusters Score -608214.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -608261.062500 Penalty: 3029.902100
	Iteration 34Q: 3 clusters Score -608261.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -608317.562500 Penalty: 3029.902100
	Iteration 35Q: 3 clusters Score -608317.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -608382.312500 Penalty: 3029.902100
	Iteration 36Q: 3 clusters Score -608382.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -608423.812500 Penalty: 3029.902100
	Iteration 37Q: 3 clusters Score -608423.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -608449.812500 Penalty: 3029.902100
	Iteration 38Q: 3 clusters Score -608449.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -608468.125000 Penalty: 3029.902100
	Iteration 39Q: 3 clusters Score -608468.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -608481.062500 Penalty: 3029.902100
	Iteration 40F: 3 clusters Score -608481.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -608489.750000 Penalty: 3029.902100
	Iteration 41Q: 3 clusters Score -608489.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -608496.375000 Penalty: 3029.902100
	Iteration 42Q: 3 clusters Score -608496.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -608498.375000 Penalty: 3029.902100
	Iteration 43Q: 3 clusters Score -608498.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -608504.187500 Penalty: 3029.902100
	Iteration 44Q: 3 clusters Score -608504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -608504.875000 Penalty: 3029.902100
	Iteration 45Q: 3 clusters Score -608504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -608507.000000 Penalty: 3029.902100
	Iteration 46Q: 3 clusters Score -608507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -608509.375000 Penalty: 3029.902100
	Iteration 47Q: 3 clusters Score -608509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -608509.875000 Penalty: 3029.902100
	Iteration 48Q: 3 clusters Score -608509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -608510.937500 Penalty: 3029.902100
	Iteration 49Q: 3 clusters Score -608510.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -608512.812500 Penalty: 3029.902100
	Iteration 50Q: 3 clusters Score -608512.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -608515.750000 Penalty: 3029.902100
	Iteration 51Q: 3 clusters Score -608515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -608521.062500 Penalty: 3029.902100
	Iteration 52Q: 3 clusters Score -608521.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -608522.500000 Penalty: 3029.902100
	Iteration 53Q: 3 clusters Score -608522.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -608526.000000 Penalty: 3029.902100
	Iteration 54Q: 3 clusters Score -608526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -608527.875000 Penalty: 3029.902100
	Iteration 55Q: 3 clusters Score -608527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -608528.937500 Penalty: 3029.902100
	Iteration 56Q: 3 clusters Score -608528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -608531.687500 Penalty: 3029.902100
	Iteration 57Q: 3 clusters Score -608531.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -608532.437500 Penalty: 3029.902100
	Iteration 58Q: 3 clusters Score -608532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -608533.187500 Penalty: 3029.902100
	Iteration 59Q: 3 clusters Score -608533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -608535.437500 Penalty: 3029.902100
	Iteration 60F: 3 clusters Score -608535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -608536.750000 Penalty: 3029.902100
	Iteration 61Q: 3 clusters Score -608536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -608537.125000 Penalty: 3029.902100
	Iteration 62Q: 3 clusters Score -608537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -608538.062500 Penalty: 3029.902100
	Iteration 63Q: 3 clusters Score -608538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -608538.437500 Penalty: 3029.902100
	Iteration 64Q: 3 clusters Score -608538.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -608543.375000 Penalty: 3029.902100
	Iteration 65Q: 3 clusters Score -608543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -608545.250000 Penalty: 3029.902100
	Iteration 66Q: 3 clusters Score -608545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -608545.187500 Penalty: 3029.902100
	Iteration 67Q: 3 clusters Score -608545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -608545.375000 Penalty: 3029.902100
	Iteration 68Q: 3 clusters Score -608545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -608545.937500 Penalty: 3029.902100
	Iteration 69Q: 3 clusters Score -608545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -608545.000000 Penalty: 3029.902100
	Iteration 70Q: 3 clusters Score -608545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -608546.000000 Penalty: 3029.902100
	Iteration 71Q: 3 clusters Score -608546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -608547.625000 Penalty: 3029.902100
	Iteration 72Q: 3 clusters Score -608547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -608546.125000 Penalty: 3029.902100
	Iteration 73Q: 3 clusters Score -608546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -608547.125000 Penalty: 3029.902100
	Iteration 74Q: 3 clusters Score -608547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -608547.562500 Penalty: 3029.902100
	Iteration 75Q: 3 clusters Score -608547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -608547.562500 Penalty: 3029.902100
	Iteration 76F: 3 clusters Score -608547.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Entering Unmasked Estep 
Score: -178631.093750 Penalty: 1312.332642
	Iteration 0F: 2 clusters Score -178631.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -175897.406250 Penalty: 2624.665283
	Iteration 0F: 3 clusters Score -175897.4 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -176821.015625 Penalty: 2624.665283
	Iteration 1F: 3 clusters Score -176821 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -177219.953125 Penalty: 2624.665283
	Iteration 2F: 3 clusters Score -177220 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -177539.375000 Penalty: 2624.665283
	Iteration 3F: 3 clusters Score -177539.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -177734.781250 Penalty: 2624.665283
	Iteration 4F: 3 clusters Score -177734.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -177874.156250 Penalty: 2624.665283
	Iteration 5Q: 3 clusters Score -177874.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -177976.031250 Penalty: 2624.665283
	Iteration 6Q: 3 clusters Score -177976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -178045.265625 Penalty: 2624.665283
	Iteration 7Q: 3 clusters Score -178045.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -178069.328125 Penalty: 2624.665283
	Iteration 8Q: 3 clusters Score -178069.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -178075.828125 Penalty: 2624.665283
	Iteration 9Q: 3 clusters Score -178075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -178080.312500 Penalty: 2624.665283
	Iteration 10Q: 3 clusters Score -178080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -178081.156250 Penalty: 2624.665283
	Iteration 11Q: 3 clusters Score -178081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -178081.484375 Penalty: 2624.665283
	Iteration 12Q: 3 clusters Score -178081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -178081.562500 Penalty: 2624.665283
	Iteration 13Q: 3 clusters Score -178081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -178081.562500 Penalty: 2624.665283
	Iteration 14F: 3 clusters Score -178081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -381016.562500 Penalty: 1444.467773
	Iteration 0F: 2 clusters Score -381016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -375666.093750 Penalty: 2888.935547
	Iteration 0F: 3 clusters Score -375666.1 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -377622.656250 Penalty: 2888.935547
	Iteration 1F: 3 clusters Score -377622.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -378125.593750 Penalty: 2888.935547
	Iteration 2F: 3 clusters Score -378125.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -378620.718750 Penalty: 2888.935547
	Iteration 3F: 3 clusters Score -378620.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -379042.187500 Penalty: 2888.935547
	Iteration 4F: 3 clusters Score -379042.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -379396.500000 Penalty: 2888.935547
	Iteration 5F: 3 clusters Score -379396.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -379642.218750 Penalty: 2888.935547
	Iteration 6F: 3 clusters Score -379642.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -379833.343750 Penalty: 2888.935547
	Iteration 7Q: 3 clusters Score -379833.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -379960.718750 Penalty: 2888.935547
	Iteration 8Q: 3 clusters Score -379960.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -380046.906250 Penalty: 2888.935547
	Iteration 9Q: 3 clusters Score -380046.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -380120.875000 Penalty: 2888.935547
	Iteration 10Q: 3 clusters Score -380120.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -380165.312500 Penalty: 2888.935547
	Iteration 11Q: 3 clusters Score -380165.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -380216.906250 Penalty: 2888.935547
	Iteration 12Q: 3 clusters Score -380216.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -380301.593750 Penalty: 2888.935547
	Iteration 13Q: 3 clusters Score -380301.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -380403.250000 Penalty: 2888.935547
	Iteration 14Q: 3 clusters Score -380403.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -380535.843750 Penalty: 2888.935547
	Iteration 15Q: 3 clusters Score -380535.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -380645.593750 Penalty: 2888.935547
	Iteration 16Q: 3 clusters Score -380645.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -380720.312500 Penalty: 2888.935547
	Iteration 17Q: 3 clusters Score -380720.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -380756.062500 Penalty: 2888.935547
	Iteration 18Q: 3 clusters Score -380756.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -380778.812500 Penalty: 2888.935547
	Iteration 19Q: 3 clusters Score -380778.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -380791.343750 Penalty: 2888.935547
	Iteration 20F: 3 clusters Score -380791.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -380801.093750 Penalty: 2888.935547
	Iteration 21Q: 3 clusters Score -380801.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -380807.281250 Penalty: 2888.935547
	Iteration 22Q: 3 clusters Score -380807.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -380813.875000 Penalty: 2888.935547
	Iteration 23Q: 3 clusters Score -380813.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -380819.781250 Penalty: 2888.935547
	Iteration 24Q: 3 clusters Score -380819.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -380827.468750 Penalty: 2888.935547
	Iteration 25Q: 3 clusters Score -380827.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -380837.281250 Penalty: 2888.935547
	Iteration 26Q: 3 clusters Score -380837.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -380842.968750 Penalty: 2888.935547
	Iteration 27Q: 3 clusters Score -380843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -380846.031250 Penalty: 2888.935547
	Iteration 28Q: 3 clusters Score -380846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -380847.531250 Penalty: 2888.935547
	Iteration 29Q: 3 clusters Score -380847.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -380851.781250 Penalty: 2888.935547
	Iteration 30Q: 3 clusters Score -380851.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -380855.156250 Penalty: 2888.935547
	Iteration 31Q: 3 clusters Score -380855.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -380857.875000 Penalty: 2888.935547
	Iteration 32Q: 3 clusters Score -380857.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -380860.437500 Penalty: 2888.935547
	Iteration 33Q: 3 clusters Score -380860.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -380861.500000 Penalty: 2888.935547
	Iteration 34Q: 3 clusters Score -380861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -380863.187500 Penalty: 2888.935547
	Iteration 35Q: 3 clusters Score -380863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -380863.968750 Penalty: 2888.935547
	Iteration 36Q: 3 clusters Score -380864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -380864.937500 Penalty: 2888.935547
	Iteration 37Q: 3 clusters Score -380864.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -380864.937500 Penalty: 2888.935547
	Iteration 38F: 3 clusters Score -380864.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Entering Unmasked Estep 
Score: -300638.812500 Penalty: 1402.430786
	Iteration 0F: 2 clusters Score -300638.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -296263.250000 Penalty: 2804.861572
	Iteration 0F: 3 clusters Score -296263.2 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -297620.750000 Penalty: 2804.861572
	Iteration 1F: 3 clusters Score -297620.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -297881.312500 Penalty: 2804.861572
	Iteration 2F: 3 clusters Score -297881.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -298110.000000 Penalty: 2804.861572
	Iteration 3F: 3 clusters Score -298110 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -298312.812500 Penalty: 2804.861572
	Iteration 4F: 3 clusters Score -298312.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -298504.718750 Penalty: 2804.861572
	Iteration 5Q: 3 clusters Score -298504.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -298670.031250 Penalty: 2804.861572
	Iteration 6Q: 3 clusters Score -298670 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -298819.125000 Penalty: 2804.861572
	Iteration 7Q: 3 clusters Score -298819.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -298954.625000 Penalty: 2804.861572
	Iteration 8Q: 3 clusters Score -298954.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -299091.375000 Penalty: 2804.861572
	Iteration 9Q: 3 clusters Score -299091.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -299215.312500 Penalty: 2804.861572
	Iteration 10Q: 3 clusters Score -299215.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -299325.531250 Penalty: 2804.861572
	Iteration 11Q: 3 clusters Score -299325.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -299404.312500 Penalty: 2804.861572
	Iteration 12Q: 3 clusters Score -299404.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -299452.906250 Penalty: 2804.861572
	Iteration 13Q: 3 clusters Score -299452.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -299494.062500 Penalty: 2804.861572
	Iteration 14Q: 3 clusters Score -299494.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -299564.343750 Penalty: 2804.861572
	Iteration 15Q: 3 clusters Score -299564.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -299659.500000 Penalty: 2804.861572
	Iteration 16Q: 3 clusters Score -299659.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -299727.312500 Penalty: 2804.861572
	Iteration 17Q: 3 clusters Score -299727.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -299760.812500 Penalty: 2804.861572
	Iteration 18Q: 3 clusters Score -299760.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -299779.906250 Penalty: 2804.861572
	Iteration 19Q: 3 clusters Score -299779.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -299791.281250 Penalty: 2804.861572
	Iteration 20F: 3 clusters Score -299791.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -299801.718750 Penalty: 2804.861572
	Iteration 21Q: 3 clusters Score -299801.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -299809.218750 Penalty: 2804.861572
	Iteration 22Q: 3 clusters Score -299809.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -299819.781250 Penalty: 2804.861572
	Iteration 23Q: 3 clusters Score -299819.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -299830.093750 Penalty: 2804.861572
	Iteration 24Q: 3 clusters Score -299830.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -299839.500000 Penalty: 2804.861572
	Iteration 25Q: 3 clusters Score -299839.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -299848.562500 Penalty: 2804.861572
	Iteration 26Q: 3 clusters Score -299848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -299855.406250 Penalty: 2804.861572
	Iteration 27Q: 3 clusters Score -299855.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -299873.062500 Penalty: 2804.861572
	Iteration 28Q: 3 clusters Score -299873.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -299891.593750 Penalty: 2804.861572
	Iteration 29Q: 3 clusters Score -299891.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -299906.125000 Penalty: 2804.861572
	Iteration 30Q: 3 clusters Score -299906.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -299917.093750 Penalty: 2804.861572
	Iteration 31Q: 3 clusters Score -299917.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -299934.812500 Penalty: 2804.861572
	Iteration 32Q: 3 clusters Score -299934.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -299953.468750 Penalty: 2804.861572
	Iteration 33Q: 3 clusters Score -299953.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -299964.218750 Penalty: 2804.861572
	Iteration 34Q: 3 clusters Score -299964.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -299971.875000 Penalty: 2804.861572
	Iteration 35Q: 3 clusters Score -299971.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -299975.906250 Penalty: 2804.861572
	Iteration 36Q: 3 clusters Score -299975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -299981.187500 Penalty: 2804.861572
	Iteration 37Q: 3 clusters Score -299981.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -299984.843750 Penalty: 2804.861572
	Iteration 38Q: 3 clusters Score -299984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -299988.281250 Penalty: 2804.861572
	Iteration 39Q: 3 clusters Score -299988.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -299990.656250 Penalty: 2804.861572
	Iteration 40F: 3 clusters Score -299990.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -299993.687500 Penalty: 2804.861572
	Iteration 41Q: 3 clusters Score -299993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -299994.500000 Penalty: 2804.861572
	Iteration 42Q: 3 clusters Score -299994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -299994.500000 Penalty: 2804.861572
	Iteration 43F: 3 clusters Score -299994.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Entering Unmasked Estep 
Score: -2408302.750000 Penalty: 1728.630859
	Iteration 0F: 2 clusters Score -2408303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2380529.250000 Penalty: 3457.261719
	Iteration 0F: 3 clusters Score -2380529 nChanged 19327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2391766.750000 Penalty: 3457.261719
	Iteration 1F: 3 clusters Score -2391767 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2392553.250000 Penalty: 3457.261719
	Iteration 2Q: 3 clusters Score -2392553 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -2393647.500000 Penalty: 3457.261719
	Iteration 3F: 3 clusters Score -2393648 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -2395254.000000 Penalty: 3457.261719
	Iteration 4F: 3 clusters Score -2395254 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -2397464.250000 Penalty: 3457.261719
	Iteration 5F: 3 clusters Score -2397464 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -2400181.000000 Penalty: 3457.261719
	Iteration 6F: 3 clusters Score -2400181 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -2402746.750000 Penalty: 3457.261719
	Iteration 7F: 3 clusters Score -2402747 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -2404507.250000 Penalty: 3457.261719
	Iteration 8Q: 3 clusters Score -2404507 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -2405504.750000 Penalty: 3457.261719
	Iteration 9Q: 3 clusters Score -2405505 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -2406001.250000 Penalty: 3457.261719
	Iteration 10Q: 3 clusters Score -2406001 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -2406312.500000 Penalty: 3457.261719
	Iteration 11Q: 3 clusters Score -2406312 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -2406486.000000 Penalty: 3457.261719
	Iteration 12Q: 3 clusters Score -2406486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -2406575.250000 Penalty: 3457.261719
	Iteration 13Q: 3 clusters Score -2406575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -2406640.500000 Penalty: 3457.261719
	Iteration 14Q: 3 clusters Score -2406640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -2406677.250000 Penalty: 3457.261719
	Iteration 15Q: 3 clusters Score -2406677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -2406718.500000 Penalty: 3457.261719
	Iteration 16Q: 3 clusters Score -2406718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -2406744.750000 Penalty: 3457.261719
	Iteration 17Q: 3 clusters Score -2406745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -2406774.250000 Penalty: 3457.261719
	Iteration 18Q: 3 clusters Score -2406774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -2406776.750000 Penalty: 3457.261719
	Iteration 19Q: 3 clusters Score -2406777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -2406781.500000 Penalty: 3457.261719
	Iteration 20F: 3 clusters Score -2406782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -2406787.500000 Penalty: 3457.261719
	Iteration 21Q: 3 clusters Score -2406788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -2406789.500000 Penalty: 3457.261719
	Iteration 22Q: 3 clusters Score -2406790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -2406787.250000 Penalty: 3457.261719
	Iteration 23Q: 3 clusters Score -2406787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -2406787.750000 Penalty: 3457.261719
	Iteration 24Q: 3 clusters Score -2406788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -2406790.250000 Penalty: 3457.261719
	Iteration 25Q: 3 clusters Score -2406790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -2406790.250000 Penalty: 3457.261719
	Iteration 26F: 3 clusters Score -2406790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Entering Unmasked Estep 
Score: -241693.265625 Penalty: 1354.585449
	Iteration 0F: 2 clusters Score -241693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -238264.093750 Penalty: 2709.170898
	Iteration 0F: 3 clusters Score -238264.1 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -239192.343750 Penalty: 2709.170898
	Iteration 1F: 3 clusters Score -239192.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -239330.312500 Penalty: 2709.170898
	Iteration 2F: 3 clusters Score -239330.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -239431.140625 Penalty: 2709.170898
	Iteration 3Q: 3 clusters Score -239431.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -239519.062500 Penalty: 2709.170898
	Iteration 4Q: 3 clusters Score -239519.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -239594.781250 Penalty: 2709.170898
	Iteration 5Q: 3 clusters Score -239594.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -239661.453125 Penalty: 2709.170898
	Iteration 6Q: 3 clusters Score -239661.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -239730.125000 Penalty: 2709.170898
	Iteration 7Q: 3 clusters Score -239730.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -239806.171875 Penalty: 2709.170898
	Iteration 8Q: 3 clusters Score -239806.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -239884.031250 Penalty: 2709.170898
	Iteration 9Q: 3 clusters Score -239884 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -239948.343750 Penalty: 2709.170898
	Iteration 10Q: 3 clusters Score -239948.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -240015.250000 Penalty: 2709.170898
	Iteration 11Q: 3 clusters Score -240015.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -240067.406250 Penalty: 2709.170898
	Iteration 12Q: 3 clusters Score -240067.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -240116.375000 Penalty: 2709.170898
	Iteration 13Q: 3 clusters Score -240116.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -240163.375000 Penalty: 2709.170898
	Iteration 14Q: 3 clusters Score -240163.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -240210.265625 Penalty: 2709.170898
	Iteration 15Q: 3 clusters Score -240210.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -240261.750000 Penalty: 2709.170898
	Iteration 16Q: 3 clusters Score -240261.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -240319.890625 Penalty: 2709.170898
	Iteration 17Q: 3 clusters Score -240319.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -240373.296875 Penalty: 2709.170898
	Iteration 18Q: 3 clusters Score -240373.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -240422.750000 Penalty: 2709.170898
	Iteration 19Q: 3 clusters Score -240422.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -240496.390625 Penalty: 2709.170898
	Iteration 20F: 3 clusters Score -240496.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -240561.187500 Penalty: 2709.170898
	Iteration 21Q: 3 clusters Score -240561.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -240625.703125 Penalty: 2709.170898
	Iteration 22Q: 3 clusters Score -240625.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -240693.484375 Penalty: 2709.170898
	Iteration 23Q: 3 clusters Score -240693.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -240758.390625 Penalty: 2709.170898
	Iteration 24Q: 3 clusters Score -240758.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -240811.000000 Penalty: 2709.170898
	Iteration 25Q: 3 clusters Score -240811 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -240848.218750 Penalty: 2709.170898
	Iteration 26Q: 3 clusters Score -240848.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -240879.984375 Penalty: 2709.170898
	Iteration 27Q: 3 clusters Score -240880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -240904.593750 Penalty: 2709.170898
	Iteration 28Q: 3 clusters Score -240904.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -240922.218750 Penalty: 2709.170898
	Iteration 29Q: 3 clusters Score -240922.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -240933.406250 Penalty: 2709.170898
	Iteration 30Q: 3 clusters Score -240933.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -240940.265625 Penalty: 2709.170898
	Iteration 31Q: 3 clusters Score -240940.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -240943.937500 Penalty: 2709.170898
	Iteration 32Q: 3 clusters Score -240943.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -240946.078125 Penalty: 2709.170898
	Iteration 33Q: 3 clusters Score -240946.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -240949.000000 Penalty: 2709.170898
	Iteration 34Q: 3 clusters Score -240949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -240951.093750 Penalty: 2709.170898
	Iteration 35Q: 3 clusters Score -240951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -240953.109375 Penalty: 2709.170898
	Iteration 36Q: 3 clusters Score -240953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -240954.765625 Penalty: 2709.170898
	Iteration 37Q: 3 clusters Score -240954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -240956.765625 Penalty: 2709.170898
	Iteration 38Q: 3 clusters Score -240956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -240958.093750 Penalty: 2709.170898
	Iteration 39Q: 3 clusters Score -240958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -240959.281250 Penalty: 2709.170898
	Iteration 40F: 3 clusters Score -240959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -240960.593750 Penalty: 2709.170898
	Iteration 41Q: 3 clusters Score -240960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -240961.140625 Penalty: 2709.170898
	Iteration 42Q: 3 clusters Score -240961.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -240961.140625 Penalty: 2709.170898
	Iteration 43F: 3 clusters Score -240961.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -95873.601562 Penalty: 1227.323853
	Iteration 0F: 2 clusters Score -95873.6 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 931 members 
Entering Unmasked Estep 
Score: -93857.210938 Penalty: 2454.647705
	Iteration 0F: 3 clusters Score -93857.21 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -94267.453125 Penalty: 2454.647705
	Iteration 1F: 3 clusters Score -94267.45 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -94386.515625 Penalty: 2454.647705
	Iteration 2F: 3 clusters Score -94386.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -94482.804688 Penalty: 2454.647705
	Iteration 3F: 3 clusters Score -94482.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -94573.085938 Penalty: 2454.647705
	Iteration 4Q: 3 clusters Score -94573.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -94675.101562 Penalty: 2454.647705
	Iteration 5Q: 3 clusters Score -94675.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -94755.750000 Penalty: 2454.647705
	Iteration 6Q: 3 clusters Score -94755.75 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -94854.234375 Penalty: 2454.647705
	Iteration 7Q: 3 clusters Score -94854.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -94994.679688 Penalty: 2454.647705
	Iteration 8Q: 3 clusters Score -94994.68 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -95167.960938 Penalty: 2454.647705
	Iteration 9F: 3 clusters Score -95167.96 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -95373.625000 Penalty: 2454.647705
	Iteration 10F: 3 clusters Score -95373.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -95525.500000 Penalty: 2454.647705
	Iteration 11Q: 3 clusters Score -95525.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -95678.257812 Penalty: 2454.647705
	Iteration 12Q: 3 clusters Score -95678.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -95754.546875 Penalty: 2454.647705
	Iteration 13Q: 3 clusters Score -95754.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -95806.242188 Penalty: 2454.647705
	Iteration 14Q: 3 clusters Score -95806.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -95848.765625 Penalty: 2454.647705
	Iteration 15Q: 3 clusters Score -95848.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -95917.515625 Penalty: 2454.647705
	Iteration 16Q: 3 clusters Score -95917.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -95971.835938 Penalty: 2454.647705
	Iteration 17Q: 3 clusters Score -95971.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -96000.554688 Penalty: 2454.647705
	Iteration 18Q: 3 clusters Score -96000.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -96026.093750 Penalty: 2454.647705
	Iteration 19Q: 3 clusters Score -96026.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -96043.570312 Penalty: 2454.647705
	Iteration 20F: 3 clusters Score -96043.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -96056.242188 Penalty: 2454.647705
	Iteration 21Q: 3 clusters Score -96056.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -96069.367188 Penalty: 2454.647705
	Iteration 22Q: 3 clusters Score -96069.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96072.164062 Penalty: 2454.647705
	Iteration 23Q: 3 clusters Score -96072.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -96075.406250 Penalty: 2454.647705
	Iteration 24Q: 3 clusters Score -96075.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -96079.843750 Penalty: 2454.647705
	Iteration 25Q: 3 clusters Score -96079.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -96080.289062 Penalty: 2454.647705
	Iteration 26Q: 3 clusters Score -96080.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -96080.289062 Penalty: 2454.647705
	Iteration 27F: 3 clusters Score -96080.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 104851 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 16056 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 17947 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 92072 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 41678 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 139548 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 947 members 
Mstep: Class 32 contains 1061 members 
Entering Unmasked Estep 
Score: -34147208.000000 Penalty: 69384.421875
Splitting cluster 26 changes total score from -34147960.000000 to -34147208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -101923.804688 Penalty: 1250.116699
	Iteration 0F: 2 clusters Score -101923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -99752.531250 Penalty: 2500.233398
	Iteration 0F: 3 clusters Score -99752.53 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -100253.164062 Penalty: 2500.233398
	Iteration 1F: 3 clusters Score -100253.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -100364.671875 Penalty: 2500.233398
	Iteration 2F: 3 clusters Score -100364.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -100453.367188 Penalty: 2500.233398
	Iteration 3F: 3 clusters Score -100453.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -100503.429688 Penalty: 2500.233398
	Iteration 4Q: 3 clusters Score -100503.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -100548.585938 Penalty: 2500.233398
	Iteration 5Q: 3 clusters Score -100548.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -100589.992188 Penalty: 2500.233398
	Iteration 6Q: 3 clusters Score -100590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -100627.632812 Penalty: 2500.233398
	Iteration 7Q: 3 clusters Score -100627.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -100657.617188 Penalty: 2500.233398
	Iteration 8Q: 3 clusters Score -100657.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -100682.843750 Penalty: 2500.233398
	Iteration 9Q: 3 clusters Score -100682.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -100711.687500 Penalty: 2500.233398
	Iteration 10Q: 3 clusters Score -100711.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -100737.640625 Penalty: 2500.233398
	Iteration 11Q: 3 clusters Score -100737.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -100759.453125 Penalty: 2500.233398
	Iteration 12Q: 3 clusters Score -100759.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -100775.632812 Penalty: 2500.233398
	Iteration 13Q: 3 clusters Score -100775.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -100794.195312 Penalty: 2500.233398
	Iteration 14Q: 3 clusters Score -100794.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -100806.390625 Penalty: 2500.233398
	Iteration 15Q: 3 clusters Score -100806.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -100821.531250 Penalty: 2500.233398
	Iteration 16Q: 3 clusters Score -100821.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -100837.695312 Penalty: 2500.233398
	Iteration 17Q: 3 clusters Score -100837.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -100856.171875 Penalty: 2500.233398
	Iteration 18Q: 3 clusters Score -100856.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -100871.460938 Penalty: 2500.233398
	Iteration 19Q: 3 clusters Score -100871.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -100883.460938 Penalty: 2500.233398
	Iteration 20F: 3 clusters Score -100883.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -100891.578125 Penalty: 2500.233398
	Iteration 21Q: 3 clusters Score -100891.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -100898.914062 Penalty: 2500.233398
	Iteration 22Q: 3 clusters Score -100898.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -100911.195312 Penalty: 2500.233398
	Iteration 23Q: 3 clusters Score -100911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -100916.218750 Penalty: 2500.233398
	Iteration 24Q: 3 clusters Score -100916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -100921.343750 Penalty: 2500.233398
	Iteration 25Q: 3 clusters Score -100921.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -100926.281250 Penalty: 2500.233398
	Iteration 26Q: 3 clusters Score -100926.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -100929.617188 Penalty: 2500.233398
	Iteration 27Q: 3 clusters Score -100929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -100933.734375 Penalty: 2500.233398
	Iteration 28Q: 3 clusters Score -100933.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -100940.531250 Penalty: 2500.233398
	Iteration 29Q: 3 clusters Score -100940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -100948.921875 Penalty: 2500.233398
	Iteration 30Q: 3 clusters Score -100948.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -100955.273438 Penalty: 2500.233398
	Iteration 31Q: 3 clusters Score -100955.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -100963.531250 Penalty: 2500.233398
	Iteration 32Q: 3 clusters Score -100963.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -100972.023438 Penalty: 2500.233398
	Iteration 33Q: 3 clusters Score -100972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -100977.367188 Penalty: 2500.233398
	Iteration 34Q: 3 clusters Score -100977.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -100983.539062 Penalty: 2500.233398
	Iteration 35Q: 3 clusters Score -100983.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -100990.070312 Penalty: 2500.233398
	Iteration 36Q: 3 clusters Score -100990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -100997.335938 Penalty: 2500.233398
	Iteration 37Q: 3 clusters Score -100997.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -101005.859375 Penalty: 2500.233398
	Iteration 38Q: 3 clusters Score -101005.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -101012.390625 Penalty: 2500.233398
	Iteration 39Q: 3 clusters Score -101012.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -101018.531250 Penalty: 2500.233398
	Iteration 40F: 3 clusters Score -101018.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -101023.210938 Penalty: 2500.233398
	Iteration 41Q: 3 clusters Score -101023.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -101029.835938 Penalty: 2500.233398
	Iteration 42Q: 3 clusters Score -101029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -101033.257812 Penalty: 2500.233398
	Iteration 43Q: 3 clusters Score -101033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -101036.273438 Penalty: 2500.233398
	Iteration 44Q: 3 clusters Score -101036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -101039.460938 Penalty: 2500.233398
	Iteration 45Q: 3 clusters Score -101039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -101040.078125 Penalty: 2500.233398
	Iteration 46Q: 3 clusters Score -101040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -101041.695312 Penalty: 2500.233398
	Iteration 47Q: 3 clusters Score -101041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -101043.546875 Penalty: 2500.233398
	Iteration 48Q: 3 clusters Score -101043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -101045.960938 Penalty: 2500.233398
	Iteration 49Q: 3 clusters Score -101046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -101047.046875 Penalty: 2500.233398
	Iteration 50Q: 3 clusters Score -101047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -101048.210938 Penalty: 2500.233398
	Iteration 51Q: 3 clusters Score -101048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -101048.718750 Penalty: 2500.233398
	Iteration 52Q: 3 clusters Score -101048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -101053.093750 Penalty: 2500.233398
	Iteration 53Q: 3 clusters Score -101053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -101053.242188 Penalty: 2500.233398
	Iteration 54Q: 3 clusters Score -101053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -101053.468750 Penalty: 2500.233398
	Iteration 55Q: 3 clusters Score -101053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -101053.468750 Penalty: 2500.233398
	Iteration 56F: 3 clusters Score -101053.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (139548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139548 members 
Entering Unmasked Estep 
Score: -8190455.500000 Penalty: 1925.001587
	Iteration 0F: 2 clusters Score -8190456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -8096496.500000 Penalty: 3850.003174
	Iteration 0F: 3 clusters Score -8096496 nChanged 67457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -8137017.000000 Penalty: 3850.003174
	Iteration 1F: 3 clusters Score -8137017 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -8138702.500000 Penalty: 3850.003174
	Iteration 2Q: 3 clusters Score -8138702 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -8141152.000000 Penalty: 3850.003174
	Iteration 3Q: 3 clusters Score -8141152 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -8144629.500000 Penalty: 3850.003174
	Iteration 4F: 3 clusters Score -8144630 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -8149005.000000 Penalty: 3850.003174
	Iteration 5F: 3 clusters Score -8149005 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92027 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -8153896.000000 Penalty: 3850.003174
	Iteration 6F: 3 clusters Score -8153896 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -8159000.500000 Penalty: 3850.003174
	Iteration 7F: 3 clusters Score -8159000 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -8163719.500000 Penalty: 3850.003174
	Iteration 8F: 3 clusters Score -8163720 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -8168508.500000 Penalty: 3850.003174
	Iteration 9F: 3 clusters Score -8168508 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -8173075.000000 Penalty: 3850.003174
	Iteration 10Q: 3 clusters Score -8173075 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125840 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -8177734.000000 Penalty: 3850.003174
	Iteration 11Q: 3 clusters Score -8177734 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -8182075.500000 Penalty: 3850.003174
	Iteration 12Q: 3 clusters Score -8182076 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134879 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -8185222.500000 Penalty: 3850.003174
	Iteration 13Q: 3 clusters Score -8185222 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137121 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8187062.000000 Penalty: 3850.003174
	Iteration 14Q: 3 clusters Score -8187062 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138289 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8187961.500000 Penalty: 3850.003174
	Iteration 15Q: 3 clusters Score -8187962 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138791 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8188392.000000 Penalty: 3850.003174
	Iteration 16Q: 3 clusters Score -8188392 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8188601.000000 Penalty: 3850.003174
	Iteration 17Q: 3 clusters Score -8188601 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139052 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8188691.500000 Penalty: 3850.003174
	Iteration 18Q: 3 clusters Score -8188692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139084 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8188748.000000 Penalty: 3850.003174
	Iteration 19Q: 3 clusters Score -8188748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139085 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8188761.000000 Penalty: 3850.003174
	Iteration 20F: 3 clusters Score -8188761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139083 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8188774.000000 Penalty: 3850.003174
	Iteration 21Q: 3 clusters Score -8188774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8188799.500000 Penalty: 3850.003174
	Iteration 22Q: 3 clusters Score -8188800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139104 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8188822.500000 Penalty: 3850.003174
	Iteration 23Q: 3 clusters Score -8188822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139119 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8188848.500000 Penalty: 3850.003174
	Iteration 24Q: 3 clusters Score -8188848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139131 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8188858.000000 Penalty: 3850.003174
	Iteration 25Q: 3 clusters Score -8188858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139137 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8188872.500000 Penalty: 3850.003174
	Iteration 26Q: 3 clusters Score -8188872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139137 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8188869.500000 Penalty: 3850.003174
	Iteration 27Q: 3 clusters Score -8188870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139137 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8188872.500000 Penalty: 3850.003174
	Iteration 28Q: 3 clusters Score -8188872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139140 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8188877.000000 Penalty: 3850.003174
	Iteration 29Q: 3 clusters Score -8188877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139143 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8188881.500000 Penalty: 3850.003174
	Iteration 30Q: 3 clusters Score -8188882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139149 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8188882.500000 Penalty: 3850.003174
	Iteration 31Q: 3 clusters Score -8188882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139149 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8188882.000000 Penalty: 3850.003174
	Iteration 32Q: 3 clusters Score -8188882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139149 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8188885.000000 Penalty: 3850.003174
	Iteration 33Q: 3 clusters Score -8188885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139150 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8188882.500000 Penalty: 3850.003174
	Iteration 34Q: 3 clusters Score -8188882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139151 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8188883.500000 Penalty: 3850.003174
	Iteration 35Q: 3 clusters Score -8188884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139151 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8188883.500000 Penalty: 3850.003174
	Iteration 36F: 3 clusters Score -8188884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Entering Unmasked Estep 
Score: -339519.531250 Penalty: 1411.818970
	Iteration 0F: 2 clusters Score -339519.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -334940.937500 Penalty: 2823.637939
	Iteration 0F: 3 clusters Score -334940.9 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -336221.375000 Penalty: 2823.637939
	Iteration 1F: 3 clusters Score -336221.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -336424.156250 Penalty: 2823.637939
	Iteration 2F: 3 clusters Score -336424.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -336568.437500 Penalty: 2823.637939
	Iteration 3Q: 3 clusters Score -336568.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -336709.562500 Penalty: 2823.637939
	Iteration 4Q: 3 clusters Score -336709.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -336847.531250 Penalty: 2823.637939
	Iteration 5Q: 3 clusters Score -336847.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -336972.906250 Penalty: 2823.637939
	Iteration 6Q: 3 clusters Score -336972.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -337081.031250 Penalty: 2823.637939
	Iteration 7Q: 3 clusters Score -337081 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -337189.343750 Penalty: 2823.637939
	Iteration 8Q: 3 clusters Score -337189.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -337302.718750 Penalty: 2823.637939
	Iteration 9Q: 3 clusters Score -337302.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -337397.187500 Penalty: 2823.637939
	Iteration 10Q: 3 clusters Score -337397.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -337488.750000 Penalty: 2823.637939
	Iteration 11Q: 3 clusters Score -337488.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -337562.781250 Penalty: 2823.637939
	Iteration 12Q: 3 clusters Score -337562.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -337636.156250 Penalty: 2823.637939
	Iteration 13Q: 3 clusters Score -337636.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -337708.406250 Penalty: 2823.637939
	Iteration 14Q: 3 clusters Score -337708.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -337781.281250 Penalty: 2823.637939
	Iteration 15Q: 3 clusters Score -337781.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -337843.250000 Penalty: 2823.637939
	Iteration 16Q: 3 clusters Score -337843.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -337905.375000 Penalty: 2823.637939
	Iteration 17Q: 3 clusters Score -337905.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -337972.343750 Penalty: 2823.637939
	Iteration 18Q: 3 clusters Score -337972.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -338014.937500 Penalty: 2823.637939
	Iteration 19Q: 3 clusters Score -338014.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -338045.750000 Penalty: 2823.637939
	Iteration 20F: 3 clusters Score -338045.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -338079.250000 Penalty: 2823.637939
	Iteration 21Q: 3 clusters Score -338079.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -338105.125000 Penalty: 2823.637939
	Iteration 22Q: 3 clusters Score -338105.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -338124.531250 Penalty: 2823.637939
	Iteration 23Q: 3 clusters Score -338124.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -338132.500000 Penalty: 2823.637939
	Iteration 24Q: 3 clusters Score -338132.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -338140.875000 Penalty: 2823.637939
	Iteration 25Q: 3 clusters Score -338140.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -338146.062500 Penalty: 2823.637939
	Iteration 26Q: 3 clusters Score -338146.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -338153.250000 Penalty: 2823.637939
	Iteration 27Q: 3 clusters Score -338153.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -338158.781250 Penalty: 2823.637939
	Iteration 28Q: 3 clusters Score -338158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -338161.968750 Penalty: 2823.637939
	Iteration 29Q: 3 clusters Score -338162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -338166.687500 Penalty: 2823.637939
	Iteration 30Q: 3 clusters Score -338166.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -338172.468750 Penalty: 2823.637939
	Iteration 31Q: 3 clusters Score -338172.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -338178.718750 Penalty: 2823.637939
	Iteration 32Q: 3 clusters Score -338178.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -338182.968750 Penalty: 2823.637939
	Iteration 33Q: 3 clusters Score -338183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -338187.343750 Penalty: 2823.637939
	Iteration 34Q: 3 clusters Score -338187.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -338190.656250 Penalty: 2823.637939
	Iteration 35Q: 3 clusters Score -338190.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -338192.000000 Penalty: 2823.637939
	Iteration 36Q: 3 clusters Score -338192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -338196.843750 Penalty: 2823.637939
	Iteration 37Q: 3 clusters Score -338196.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -338202.531250 Penalty: 2823.637939
	Iteration 38Q: 3 clusters Score -338202.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -338207.312500 Penalty: 2823.637939
	Iteration 39Q: 3 clusters Score -338207.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -338208.875000 Penalty: 2823.637939
	Iteration 40F: 3 clusters Score -338208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -338211.843750 Penalty: 2823.637939
	Iteration 41Q: 3 clusters Score -338211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -338212.968750 Penalty: 2823.637939
	Iteration 42Q: 3 clusters Score -338213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -338213.031250 Penalty: 2823.637939
	Iteration 43Q: 3 clusters Score -338213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -338213.031250 Penalty: 2823.637939
	Iteration 44F: 3 clusters Score -338213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -130168.257812 Penalty: 1265.112061
	Iteration 0F: 2 clusters Score -130168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -127827.609375 Penalty: 2530.224121
	Iteration 0F: 3 clusters Score -127827.6 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -128406.015625 Penalty: 2530.224121
	Iteration 1F: 3 clusters Score -128406 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -128540.757812 Penalty: 2530.224121
	Iteration 2F: 3 clusters Score -128540.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -128619.867188 Penalty: 2530.224121
	Iteration 3Q: 3 clusters Score -128619.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -128663.500000 Penalty: 2530.224121
	Iteration 4Q: 3 clusters Score -128663.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -128703.867188 Penalty: 2530.224121
	Iteration 5Q: 3 clusters Score -128703.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -128745.195312 Penalty: 2530.224121
	Iteration 6Q: 3 clusters Score -128745.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -128782.750000 Penalty: 2530.224121
	Iteration 7Q: 3 clusters Score -128782.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -128812.070312 Penalty: 2530.224121
	Iteration 8Q: 3 clusters Score -128812.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -128831.765625 Penalty: 2530.224121
	Iteration 9Q: 3 clusters Score -128831.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -128849.132812 Penalty: 2530.224121
	Iteration 10Q: 3 clusters Score -128849.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -128865.203125 Penalty: 2530.224121
	Iteration 11Q: 3 clusters Score -128865.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -128881.585938 Penalty: 2530.224121
	Iteration 12Q: 3 clusters Score -128881.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -128897.789062 Penalty: 2530.224121
	Iteration 13Q: 3 clusters Score -128897.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -128908.273438 Penalty: 2530.224121
	Iteration 14Q: 3 clusters Score -128908.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -128920.906250 Penalty: 2530.224121
	Iteration 15Q: 3 clusters Score -128920.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -128934.937500 Penalty: 2530.224121
	Iteration 16Q: 3 clusters Score -128934.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -128952.875000 Penalty: 2530.224121
	Iteration 17Q: 3 clusters Score -128952.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -128966.031250 Penalty: 2530.224121
	Iteration 18Q: 3 clusters Score -128966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -128980.078125 Penalty: 2530.224121
	Iteration 19Q: 3 clusters Score -128980.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -129007.140625 Penalty: 2530.224121
	Iteration 20F: 3 clusters Score -129007.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -129044.304688 Penalty: 2530.224121
	Iteration 21Q: 3 clusters Score -129044.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -129080.367188 Penalty: 2530.224121
	Iteration 22Q: 3 clusters Score -129080.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -129113.671875 Penalty: 2530.224121
	Iteration 23Q: 3 clusters Score -129113.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -129142.562500 Penalty: 2530.224121
	Iteration 24Q: 3 clusters Score -129142.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -129167.429688 Penalty: 2530.224121
	Iteration 25Q: 3 clusters Score -129167.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -129177.695312 Penalty: 2530.224121
	Iteration 26Q: 3 clusters Score -129177.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -129183.695312 Penalty: 2530.224121
	Iteration 27Q: 3 clusters Score -129183.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -129189.695312 Penalty: 2530.224121
	Iteration 28Q: 3 clusters Score -129189.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -129196.093750 Penalty: 2530.224121
	Iteration 29Q: 3 clusters Score -129196.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -129202.531250 Penalty: 2530.224121
	Iteration 30Q: 3 clusters Score -129202.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -129208.445312 Penalty: 2530.224121
	Iteration 31Q: 3 clusters Score -129208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -129211.046875 Penalty: 2530.224121
	Iteration 32Q: 3 clusters Score -129211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -129212.804688 Penalty: 2530.224121
	Iteration 33Q: 3 clusters Score -129212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -129214.726562 Penalty: 2530.224121
	Iteration 34Q: 3 clusters Score -129214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -129216.812500 Penalty: 2530.224121
	Iteration 35Q: 3 clusters Score -129216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -129218.898438 Penalty: 2530.224121
	Iteration 36Q: 3 clusters Score -129218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -129224.539062 Penalty: 2530.224121
	Iteration 37Q: 3 clusters Score -129224.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -129230.976562 Penalty: 2530.224121
	Iteration 38Q: 3 clusters Score -129231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -129236.664062 Penalty: 2530.224121
	Iteration 39Q: 3 clusters Score -129236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -129241.492188 Penalty: 2530.224121
	Iteration 40F: 3 clusters Score -129241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -129242.281250 Penalty: 2530.224121
	Iteration 41Q: 3 clusters Score -129242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -129242.281250 Penalty: 2530.224121
	Iteration 42F: 3 clusters Score -129242.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -49942.515625 Penalty: 1113.661133
	Iteration 0F: 2 clusters Score -49942.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48530.500000 Penalty: 2227.322266
	Iteration 0F: 3 clusters Score -48530.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48779.707031 Penalty: 2227.322266
	Iteration 1F: 3 clusters Score -48779.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -48857.007812 Penalty: 2227.322266
	Iteration 2F: 3 clusters Score -48857.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -48893.617188 Penalty: 2227.322266
	Iteration 3Q: 3 clusters Score -48893.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -48906.953125 Penalty: 2227.322266
	Iteration 4Q: 3 clusters Score -48906.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48921.925781 Penalty: 2227.322266
	Iteration 5Q: 3 clusters Score -48921.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -48934.191406 Penalty: 2227.322266
	Iteration 6Q: 3 clusters Score -48934.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48944.210938 Penalty: 2227.322266
	Iteration 7Q: 3 clusters Score -48944.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -48955.363281 Penalty: 2227.322266
	Iteration 8Q: 3 clusters Score -48955.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -48963.042969 Penalty: 2227.322266
	Iteration 9Q: 3 clusters Score -48963.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -48964.703125 Penalty: 2227.322266
	Iteration 10Q: 3 clusters Score -48964.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -48967.257812 Penalty: 2227.322266
	Iteration 11Q: 3 clusters Score -48967.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -48968.378906 Penalty: 2227.322266
	Iteration 12Q: 3 clusters Score -48968.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -48969.066406 Penalty: 2227.322266
	Iteration 13Q: 3 clusters Score -48969.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -48970.019531 Penalty: 2227.322266
	Iteration 14Q: 3 clusters Score -48970.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -48972.808594 Penalty: 2227.322266
	Iteration 15Q: 3 clusters Score -48972.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -48975.054688 Penalty: 2227.322266
	Iteration 16Q: 3 clusters Score -48975.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -48975.054688 Penalty: 2227.322266
	Iteration 17F: 3 clusters Score -48975.05 nChanged 0
--- Evaluating fit on full set of 1870603 points ---
Entering Unmasked Estep 
Score: -102029224.000000 Penalty: 72750.421875
25->32 Clusters: Score -102029224.000000, best is -102523912.000000

Main iterations: 0 (time per=infms)
Total iterations: 48995 (time per=164.900297ms)
Iterations metric 2: 1126881296384.000000 (time per=7.169602ns)
Iterations metric 3: 27045274845184.000000 (time per=298.732037ps)

That took 8079.290039 seconds.
